From 329c934ec43bb1c5cdc2eb386106ec0fbeb7fcd6 Mon Sep 17 00:00:00 2001 From: mega5800 Date: Sun, 26 Jul 2026 18:43:54 +0300 Subject: [PATCH 01/17] deleted datasets with sentiment probabilities --- ...rocessed_PAPER_TSLA_data_probabilities.csv | 1659 ----------------- ...rmalised_PAPER_TSLA_data_probabilities.csv | 1659 ----------------- ...sed_PAPER_TSLA_data_probabilities_LSTM.csv | 1659 ----------------- ...RL training data - 3 Sentiment 12.2024.csv | 1511 --------------- 4 files changed, 6488 deletions(-) delete mode 100644 Data/TESLA data/2. Processed data/processed_PAPER_TSLA_data_probabilities.csv delete mode 100644 Data/TESLA data/3. Normalised data/processed_normalised_PAPER_TSLA_data_probabilities.csv delete mode 100644 Data/TESLA data/4. LSTM data/processed_normalised_PAPER_TSLA_data_probabilities_LSTM.csv delete mode 100644 Data/TESLA data/5. RL training data/TESLA RL training data - 3 Sentiment 12.2024.csv diff --git a/Data/TESLA data/2. Processed data/processed_PAPER_TSLA_data_probabilities.csv b/Data/TESLA data/2. Processed data/processed_PAPER_TSLA_data_probabilities.csv deleted file mode 100644 index d4a7f47..0000000 --- a/Data/TESLA data/2. Processed data/processed_PAPER_TSLA_data_probabilities.csv +++ /dev/null @@ -1,1659 +0,0 @@ -,Date,Adj Close,Close,High,Low,Open,Volume,Positive Sentiment,Negative Sentiment,Neutral Sentiment -0,2013-06-03,6.172667026519775,6.172667026519775,6.507999897003174,5.883333206176758,6.507999897003174,287094000,0.0,0.0,0.0 -1,2013-06-04,6.322667121887207,6.322667121887207,6.427999973297119,6.159999847412109,6.183332920074463,132841500,0.0,0.0,0.0 -2,2013-06-05,6.357999801635742,6.357999801635742,6.531332969665527,5.940667152404785,6.24399995803833,183372000,0.28252318501472473,0.008840746246278286,0.7086360454559326 -3,2013-06-06,6.489999771118164,6.489999771118164,6.618000030517578,6.340666770935059,6.349999904632568,142663500,0.0,0.0,0.0 -4,2013-06-07,6.802667140960693,6.802667140960693,6.860000133514404,6.446667194366455,6.533332824707031,160674000,0.0,0.0,0.0 -5,2013-06-10,6.670000076293945,6.670000076293945,6.834667205810547,6.571332931518555,6.595333099365234,138429000,0.0,0.0,0.0 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-98,2013-10-21,11.506667137145996,11.506667137145996,12.22599983215332,11.399999618530272,12.218667030334473,172981500,0.0,0.0,0.0 -99,2013-10-22,11.435999870300291,11.435999870300291,11.85200023651123,11.074000358581545,11.366666793823242,170800500,0.012928832322359085,0.9540417790412903,0.03302939981222153 -100,2013-10-23,10.966667175292969,10.966667175292969,11.45400047302246,10.67666721343994,11.260666847229004,199806000,0.09668393805623055,0.03394494950771332,0.8693711757659912 -101,2013-10-24,11.543333053588867,11.543333053588867,11.633333206176758,10.85533332824707,11.0,162385500,0.11110533773899078,0.012914553750306368,0.8759801089763641 -102,2013-10-25,11.310667037963867,11.310667037963867,11.633333206176758,11.119999885559082,11.61400032043457,113932500,0.099687859416008,0.10078616440296173,0.799526035785675 -103,2013-10-28,10.857333183288574,10.857333183288574,11.366666793823242,10.813332557678224,11.345333099365234,117625500,0.0,0.0,0.0 -104,2013-10-29,10.964667320251465,10.964667320251465,11.029999732971191,10.199999809265137,10.850666999816896,211675500,0.0,0.0,0.0 -105,2013-10-30,10.614666938781738,10.614666938781738,11.178667068481444,10.54466724395752,10.975333213806152,126027000,0.0,0.0,0.0 -106,2013-10-31,10.662667274475098,10.662667274475098,10.829333305358888,10.220000267028809,10.378000259399414,140007000,0.8754220306873322,0.012500162236392498,0.11207777261734009 -107,2013-11-01,10.81133270263672,10.81133270263672,11.0600004196167,10.694000244140623,10.866666793823242,107709000,0.007336071692407131,0.9755210280418396,0.017142845317721367 -108,2013-11-04,11.68000030517578,11.68000030517578,11.692667007446287,10.947999954223633,11.0,196806000,0.0,0.0,0.0 -109,2013-11-05,11.78733253479004,11.78733253479004,12.095333099365234,11.423999786376951,12.0,337006500,0.32261956855654716,0.14702347929899892,0.5303569299479326 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-146,2013-12-30,10.162667274475098,10.162667274475098,10.320667266845703,10.050000190734863,10.074666976928713,67012500,0.5035361051559448,0.026718471199274063,0.4697454571723938 -147,2013-12-31,10.028667449951172,10.028667449951172,10.213333129882812,9.910667419433594,10.154666900634766,63936000,0.0,0.0,0.0 -148,2014-01-02,10.006667137145996,10.006667137145996,10.165332794189451,9.770000457763672,9.986666679382324,92826000,0.0,0.0,0.0 -149,2014-01-03,9.970666885375977,9.970666885375977,10.145999908447266,9.90666675567627,10.0,70425000,0.0,0.0,0.0 -150,2014-01-06,9.800000190734863,9.800000190734863,10.026666641235352,9.682666778564451,10.0,80416500,0.0,0.0,0.0 -151,2014-01-07,9.957332611083984,9.957332611083984,10.026666641235352,9.68333339691162,9.841333389282228,75511500,0.0,0.0,0.0 -152,2014-01-08,10.085332870483398,10.085332870483398,10.24666690826416,9.917332649230955,9.923333168029783,92448000,0.0,0.0,0.0 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-167,2014-01-30,12.189332962036133,12.189332962036133,12.3186674118042,11.800666809082031,11.866666793823242,128475000,0.0,0.0,0.0 -168,2014-01-31,12.093999862670898,12.093999862670898,12.399999618530272,11.900667190551758,11.923333168029783,97632000,0.0,0.0,0.0 -169,2014-02-03,11.807332992553713,11.807332992553713,12.325332641601562,11.677332878112791,12.192667007446287,101473500,0.0,0.0,0.0 -170,2014-02-04,11.915332794189451,11.915332794189451,12.106666564941406,11.74666690826416,12.046667098999023,70294500,0.0,0.0,0.0 -171,2014-02-05,11.628000259399414,11.628000259399414,12.03933334350586,11.290666580200195,11.886667251586914,109020000,0.0226266011595726,0.05698112025856972,0.9203922748565674 -172,2014-02-06,11.892000198364258,11.892000198364258,12.007332801818848,11.733332633972168,11.75333309173584,87624000,0.0,0.0,0.0 -173,2014-02-07,12.435333251953123,12.435333251953123,12.44200038909912,11.973333358764648,12.067333221435549,133927500,0.0,0.0,0.0 -174,2014-02-10,13.104000091552734,13.104000091552734,13.286666870117188,12.621333122253418,12.62266731262207,194560500,0.8950348496437073,0.022198496386408806,0.08276664279401302 -175,2014-02-11,13.107999801635742,13.107999801635742,13.479999542236328,12.846667289733888,13.264666557312012,160648500,0.9063725471496582,0.021107771433889866,0.07251967303454876 -176,2014-02-12,13.021332740783691,13.021332740783691,13.218000411987305,12.954667091369627,13.052000045776367,77605500,0.7532452940940857,0.05161009728908539,0.1951446384191513 -177,2014-02-13,13.308667182922363,13.308667182922363,13.514666557312012,12.883333206176758,12.88933277130127,120439500,0.0,0.0,0.0 -178,2014-02-14,13.215332984924316,13.215332984924316,13.458666801452637,13.133333206176758,13.206666946411133,92370000,0.6005265861749649,0.24481339566409588,0.15466001629829407 -179,2014-02-18,13.579999923706056,13.579999923706056,13.733332633972168,13.423999786376951,13.682666778564451,139992000,0.05889002978801727,0.03112742118537426,0.9099825024604797 -180,2014-02-19,12.90933322906494,12.90933322906494,13.579999923706056,12.894000053405762,13.579999923706056,242535000,0.509373876452446,0.055133727751672267,0.4354923881590366 -181,2014-02-20,13.998000144958496,13.998000144958496,14.347332954406738,13.751333236694336,14.333999633789062,270034500,0.582793578505516,0.027138030156493187,0.3900682898238301 -182,2014-02-21,13.973333358764648,13.973333358764648,14.26533317565918,13.946000099182127,14.109333038330078,117282000,0.0,0.0,0.0 -183,2014-02-24,14.510000228881836,14.510000228881836,14.557332992553713,13.887999534606934,13.917332649230955,124176000,0.0,0.0,0.0 -184,2014-02-25,16.53333282470703,16.53333282470703,17.280000686645508,15.229999542236328,15.333333015441896,490225500,0.23622103407979012,0.5662890717387199,0.19748991653323172 -185,2014-02-26,16.866666793823242,16.866666793823242,17.666667938232422,16.5,17.238666534423828,369069000,0.5485475845634937,0.16272236313670874,0.28873003274202347 -186,2014-02-27,16.836000442504883,16.836000442504883,17.459999084472656,16.55533218383789,17.416667938232422,269187000,0.07853100448846817,0.013871578965336084,0.9075974225997925 -187,2014-02-28,16.320667266845703,16.320667266845703,16.845333099365234,16.170000076293945,16.643333435058594,218847000,0.4918449595570564,0.27871476858854294,0.22944027185440063 -188,2014-03-03,16.70400047302246,16.70400047302246,16.77666664123535,15.666000366210938,15.817333221435549,196339500,0.0,0.0,0.0 -189,2014-03-04,16.98933219909668,16.98933219909668,17.333332061767578,16.85533332824707,17.23200035095215,131184000,0.0,0.0,0.0 -190,2014-03-05,16.8439998626709,16.8439998626709,17.132667541503906,16.786666870117188,17.114667892456055,89035500,0.11789791285991669,0.012021349743008614,0.8700807690620422 -191,2014-03-06,16.862667083740234,16.862667083740234,17.166667938232422,16.6299991607666,16.94266700744629,110416500,0.0,0.0,0.0 -192,2014-03-07,16.413999557495117,16.413999557495117,16.989999771118164,16.29400062561035,16.862667083740234,117184500,0.0,0.0,0.0 -193,2014-03-10,15.922666549682615,15.922666549682615,16.200000762939453,15.737333297729492,16.18000030517578,115921500,0.3058355152606964,0.659869372844696,0.03429511934518814 -194,2014-03-11,15.62733268737793,15.62733268737793,16.30666732788086,15.495332717895508,15.766667366027832,132151500,0.015117179602384567,0.7316519618034363,0.25323086977005005 -195,2014-03-12,16.099332809448242,16.099332809448242,16.5,15.407333374023438,15.43333339691162,146316000,0.014955707670499882,0.6961382428805033,0.2889060825109482 -196,2014-03-13,15.852666854858398,15.852666854858398,16.279333114624023,15.600000381469728,16.252666473388672,93544500,0.0,0.0,0.0 -197,2014-03-14,15.39799976348877,15.39799976348877,15.79599952697754,15.221332550048828,15.685999870300291,124345500,0.0,0.0,0.0 -198,2014-03-17,15.59866714477539,15.59866714477539,15.862000465393066,15.366666793823242,15.66333293914795,88689000,0.17110228538513184,0.008653064258396626,0.8202446699142456 -199,2014-03-18,16.002666473388672,16.002666473388672,16.100000381469727,15.66800022125244,15.796667098999023,93634500,0.057850081473588943,0.5171827673912048,0.42496708035469055 -200,2014-03-19,15.72266674041748,15.72266674041748,16.10333251953125,15.567333221435549,16.092666625976562,76069500,0.03301609121263027,0.09936380200088024,0.8676201105117798 -201,2014-03-20,15.660667419433594,15.660667419433594,15.949999809265137,15.557332992553713,15.744000434875488,57268500,0.0,0.0,0.0 -202,2014-03-21,15.259332656860352,15.259332656860352,15.74666690826416,15.166666984558104,15.73466682434082,123253500,0.0,0.0,0.0 -203,2014-03-24,14.678000450134276,14.678000450134276,15.326666831970217,14.017999649047852,15.31666660308838,169932000,0.0,0.0,0.0 -204,2014-03-25,14.696000099182127,14.696000099182127,15.136667251586914,14.526666641235352,14.942667007446287,117981000,0.010968646965920925,0.9668527841567993,0.022178592160344124 -205,2014-03-26,14.197333335876465,14.197333335876465,14.84000015258789,14.09000015258789,14.796667098999023,103609500,0.0,0.0,0.0 -206,2014-03-27,13.821332931518556,13.821332931518556,14.239999771118164,13.533332824707031,14.157999992370604,142435500,0.03719035163521767,0.06960975378751755,0.8931998610496521 -207,2014-03-28,14.157999992370604,14.157999992370604,14.447999954223633,14.017999649047852,14.186667442321776,145272000,0.05091466661542654,0.33617788925766945,0.61290745716542 -208,2014-03-31,13.896666526794434,13.896666526794434,14.449999809265137,13.759332656860352,14.43333339691162,125700000,0.0,0.0,0.0 -209,2014-04-01,14.464667320251465,14.464667320251465,14.543999671936035,13.905332565307615,13.934666633605955,110571000,0.0,0.0,0.0 -210,2014-04-02,15.352666854858398,15.352666854858398,15.392666816711426,14.536666870117188,14.666666984558104,161734500,0.0239547211676836,0.21902773901820183,0.7570175230503082 -211,2014-04-03,15.026666641235352,15.026666641235352,15.715332984924316,14.800000190734863,15.353333473205566,163855500,0.0,0.0,0.0 -212,2014-04-04,14.148667335510254,14.148667335510254,15.218000411987305,14.083333015441896,15.067333221435549,170184000,0.0,0.0,0.0 -213,2014-04-07,13.834667205810549,13.834667205810549,14.41333293914795,13.567333221435549,13.720666885375977,147832500,0.0,0.0,0.0 -214,2014-04-08,14.36400032043457,14.36400032043457,14.432666778564451,13.761333465576172,14.00333309173584,103339500,0.0,0.0,0.0 -215,2014-04-09,14.461999893188477,14.461999893188477,14.563332557678224,14.059332847595217,14.45066738128662,77368500,0.0,0.0,0.0 -216,2014-04-10,13.612667083740234,13.612667083740234,14.5,13.586000442504885,14.454667091369627,108172500,0.0,0.0,0.0 -217,2014-04-11,13.585332870483398,13.585332870483398,13.800000190734863,13.239999771118164,13.37399959564209,136008000,0.0,0.0,0.0 -218,2014-04-14,13.206000328063965,13.206000328063965,13.895999908447266,12.96066665649414,13.84000015258789,115545000,0.32837864601363737,0.4061349034309387,0.2654864750802517 -219,2014-04-15,12.927332878112791,12.927332878112791,13.28600025177002,12.288000106811523,13.272666931152344,204889500,0.08168319799005985,0.517468050122261,0.40084874629974365 -220,2014-04-16,13.27400016784668,13.27400016784668,13.332667350769045,12.721332550048828,13.133333206176758,108033000,0.023228051140904427,0.7525124549865723,0.22425943613052368 -221,2014-04-17,13.208000183105469,13.208000183105469,13.486000061035156,12.93866729736328,13.307332992553713,88902000,0.0,0.0,0.0 -222,2014-04-21,13.625332832336426,13.625332832336426,13.74666690826416,12.93333339691162,13.138667106628418,78873000,0.4537736177444458,0.009155734442174435,0.537070631980896 -223,2014-04-22,14.576000213623049,14.576000213623049,14.621999740600586,13.667332649230955,13.757332801818848,147070500,0.0,0.0,0.0 -224,2014-04-23,13.866000175476074,13.866000175476074,14.449333190917969,13.800000190734863,14.42199993133545,109434000,0.02361488901078701,0.6872138381004333,0.28917115926742554 -225,2014-04-24,13.857333183288574,13.857333183288574,14.186667442321776,13.546667098999023,14.053999900817873,82428000,0.08269993215799332,0.012290967628359795,0.9050090909004211 -226,2014-04-25,13.32333278656006,13.32333278656006,13.779999732971191,13.17666721343994,13.466667175292969,104950500,0.0,0.0,0.0 -227,2014-04-28,13.234000205993652,13.234000205993652,13.586000442504885,12.699999809265137,13.333333015441896,105630000,0.0,0.0,0.0 -228,2014-04-29,13.79466724395752,13.79466724395752,13.8100004196167,13.035332679748535,13.21399974822998,86686500,0.0,0.0,0.0 -229,2014-04-30,13.859333038330078,13.859333038330078,13.87733268737793,13.41866683959961,13.57333278656006,66609000,0.0,0.0,0.0 -230,2014-05-01,13.84866714477539,13.84866714477539,14.267999649047852,13.71266746520996,13.805333137512209,81598500,0.0,0.0,0.0 -231,2014-05-02,14.060667037963867,14.060667037963867,14.09066677093506,13.767999649047852,13.90666675567627,61302000,0.0,0.0,0.0 -232,2014-05-05,14.440667152404783,14.440667152404783,14.512666702270508,13.90133285522461,13.965332984924316,77205000,0.0,0.0,0.0 -233,2014-05-06,13.8186674118042,13.8186674118042,14.577333450317385,13.789999961853027,14.4399995803833,84550500,0.0,0.0,0.0 -234,2014-05-07,13.423333168029783,13.423333168029783,14.013333320617676,13.149999618530272,13.97599983215332,152689500,0.1913285840302706,0.33711741045117377,0.47155400477349757 -235,2014-05-08,11.906000137329102,11.906000137329102,12.960000038146973,11.866666793823242,12.133333206176758,300849000,0.04444571137428284,0.6125170323997736,0.34303721860051156 -236,2014-05-09,12.150667190551758,12.150667190551758,12.226667404174805,11.814666748046877,11.990667343139648,127428000,0.0535818487405777,0.028904233127832413,0.9175139665603638 -237,2014-05-12,12.31133270263672,12.31133270263672,12.47933292388916,11.991999626159668,12.258000373840332,105034500,0.0,0.0,0.0 -238,2014-05-13,12.677332878112791,12.677332878112791,12.755999565124512,12.199999809265137,12.250666618347168,106458000,0.0,0.0,0.0 -239,2014-05-14,12.708000183105469,12.708000183105469,12.898667335510254,12.473333358764648,12.596667289733888,81100500,0.0,0.0,0.0 -240,2014-05-15,12.572667121887209,12.572667121887209,12.843999862670898,12.353333473205566,12.665332794189451,90606000,0.027938663959503174,0.030581384897232056,0.9414799213409424 -241,2014-05-16,12.77066707611084,12.77066707611084,12.802666664123535,12.514666557312012,12.596667289733888,67315500,0.8070783615112305,0.0182830598205328,0.17463862895965576 -242,2014-05-19,13.072667121887209,13.072667121887209,13.12600040435791,12.666666984558104,12.714667320251465,68575500,0.0,0.0,0.0 -243,2014-05-20,13.020000457763672,13.020000457763672,13.288666725158691,12.871333122253418,13.129332542419434,83191500,0.0,0.0,0.0 -244,2014-05-21,13.296667098999023,13.296667098999023,13.324666976928713,12.986000061035156,13.07866668701172,79281000,0.0,0.0,0.0 -245,2014-05-22,13.658666610717772,13.658666610717772,13.791999816894531,13.303999900817873,13.356666564941406,93217500,0.0,0.0,0.0 -246,2014-05-23,13.81999969482422,13.81999969482422,13.850666999816896,13.5,13.635333061218262,60102000,0.0,0.0,0.0 -247,2014-05-27,14.104000091552734,14.104000091552734,14.258000373840332,13.846667289733888,13.90133285522461,80116500,0.0,0.0,0.0 -248,2014-05-28,14.015999794006348,14.015999794006348,14.184666633605955,13.684000015258787,14.001333236694336,82426500,0.0,0.0,0.0 -249,2014-05-29,14.015999794006348,14.015999794006348,14.166000366210938,13.847999572753906,14.038000106811523,55387500,0.0,0.0,0.0 -250,2014-05-30,13.851332664489746,13.851332664489746,14.31999969482422,13.8013334274292,14.020000457763672,83716500,0.0,0.0,0.0 -251,2014-06-02,13.646666526794434,13.646666526794434,13.956666946411133,13.444666862487791,13.821999549865724,70021500,0.0,0.0,0.0 -252,2014-06-03,13.662667274475098,13.662667274475098,13.866666793823242,13.505999565124512,13.565999984741213,57912000,0.03354473039507866,0.03166116401553154,0.9347941279411316 -253,2014-06-04,13.599332809448242,13.599332809448242,13.750666618347168,13.359999656677246,13.623332977294922,51411000,0.0,0.0,0.0 -254,2014-06-05,13.793333053588867,13.793333053588867,13.946666717529297,13.603333473205566,13.631333351135254,60819000,0.0,0.0,0.0 -255,2014-06-06,13.878000259399414,13.878000259399414,14.053999900817873,13.812000274658203,13.983332633972168,46107000,0.06385022401809692,0.01608419418334961,0.9200655817985535 -256,2014-06-09,13.687333106994627,13.687333106994627,13.999333381652832,13.613332748413086,13.863332748413086,42085500,0.04768247902393341,0.07523807231336832,0.8770793974399567 -257,2014-06-10,13.486666679382324,13.486666679382324,13.79800033569336,13.436667442321776,13.628666877746582,52720500,0.01720578782260418,0.09133048355579376,0.8914637565612793 -258,2014-06-11,13.631333351135254,13.631333351135254,13.666666984558104,13.283332824707031,13.43333339691162,59662500,0.0,0.0,0.0 -259,2014-06-12,13.567999839782717,13.567999839782717,13.991999626159668,13.513999938964844,13.673333168029783,89905500,0.11398613080382347,0.020620751660317183,0.8653931021690369 -260,2014-06-13,13.761333465576172,13.761333465576172,13.78600025177002,13.43866729736328,13.652000427246094,53164500,0.11817271262407303,0.02412610376874606,0.8577012022336324 -261,2014-06-16,14.973999977111816,14.973999977111816,15.03266716003418,13.750666618347168,13.784000396728516,198696000,0.0,0.0,0.0 -262,2014-06-17,15.444666862487791,15.444666862487791,15.702667236328123,14.856666564941406,14.940667152404783,199573500,0.0,0.0,0.0 -263,2014-06-18,15.141332626342772,15.141332626342772,15.447333335876465,15.074666976928713,15.43333339691162,104103000,0.9393414258956909,0.012872935272753239,0.04778575152158737 -264,2014-06-19,15.185999870300291,15.185999870300291,15.687333106994627,15.133333206176758,15.2586669921875,131896500,0.8444711565971375,0.0066559091210365295,0.1488730013370514 -265,2014-06-20,15.305999755859377,15.305999755859377,15.419333457946776,15.079999923706056,15.23466682434082,73558500,0.0,0.0,0.0 -266,2014-06-23,15.814666748046877,15.814666748046877,15.932666778564451,15.214667320251465,15.300666809082031,116866500,0.0,0.0,0.0 -267,2014-06-24,15.5,15.5,16.125333786010742,15.44200038909912,15.9313325881958,121138500,0.0,0.0,0.0 -268,2014-06-25,15.792667388916016,15.792667388916016,15.83666706085205,15.349332809448242,15.536666870117188,87024000,0.0,0.0,0.0 -269,2014-06-26,15.706666946411133,15.706666946411133,16.02666664123535,15.61400032043457,15.81133270263672,76821000,0.0,0.0,0.0 -270,2014-06-27,15.937333106994627,15.937333106994627,16.0,15.633333206176758,15.645999908447266,84525000,0.0,0.0,0.0 -271,2014-06-30,16.003999710083008,16.003999710083008,16.299333572387695,15.93333339691162,15.970000267028809,72429000,0.0,0.0,0.0 -272,2014-07-01,15.981332778930664,15.981332778930664,16.229333877563477,15.91333293914795,16.163999557495117,65041500,0.0,0.0,0.0 -273,2014-07-02,15.295332908630373,15.295332908630373,16.155332565307617,15.137999534606934,16.04400062561035,120411000,0.0,0.0,0.0 -274,2014-07-03,15.283332824707031,15.283332824707031,15.460000038146973,14.93333339691162,15.419333457946776,77500500,0.0,0.0,0.0 -275,2014-07-07,14.843999862670898,14.843999862670898,15.3186674118042,14.69333267211914,15.166666984558104,88405500,0.24286848306655884,0.01297736819833517,0.744154155254364 -276,2014-07-08,14.604666709899902,14.604666709899902,14.730667114257812,14.284667015075684,14.576666831970217,117543000,0.7152611017227173,0.01897774450480938,0.2657611072063446 -277,2014-07-09,14.870667457580566,14.870667457580566,14.947999954223633,14.61400032043457,14.751333236694336,61731000,0.0,0.0,0.0 -278,2014-07-10,14.630666732788086,14.630666732788086,14.814666748046877,14.402667045593262,14.478667259216309,72958500,0.06433648616075516,0.33818376064300537,0.5974797010421753 -279,2014-07-11,14.541999816894531,14.541999816894531,14.773332595825195,14.506667137145996,14.707332611083984,49534500,0.027574820443987846,0.7433800101280212,0.22904513776302338 -280,2014-07-14,15.113332748413086,15.113332748413086,15.252667427062988,14.363332748413086,14.666000366210938,108048000,0.0,0.0,0.0 -281,2014-07-15,14.638667106628418,14.638667106628418,15.17666721343994,14.539999961853027,15.11533260345459,85777500,0.0,0.0,0.0 -282,2014-07-16,14.477333068847656,14.477333068847656,14.986666679382324,14.454667091369627,14.788000106811523,60667500,0.037991754710674286,0.0958532840013504,0.8661549687385559 -283,2014-07-17,14.359999656677246,14.359999656677246,14.703332901000977,14.239999771118164,14.410667419433594,69741000,0.0648626759648323,0.012285159900784492,0.9228521585464478 -284,2014-07-18,14.66800022125244,14.66800022125244,14.747332572937012,14.395333290100098,14.396666526794434,63805500,0.0,0.0,0.0 -285,2014-07-21,14.702667236328123,14.702667236328123,14.880666732788086,14.447999954223633,14.483332633972168,57333000,0.007127602118998766,0.9453833699226379,0.047489043325185776 -286,2014-07-22,14.638667106628418,14.638667106628418,14.886667251586914,14.607333183288574,14.812666893005373,40950000,0.0,0.0,0.0 -287,2014-07-23,14.832667350769045,14.832667350769045,14.983332633972168,14.628666877746582,14.667332649230955,46249500,0.0,0.0,0.0 -288,2014-07-24,14.902667045593262,14.902667045593262,15.006667137145996,14.720000267028809,14.883333206176758,48682500,0.0,0.0,0.0 -289,2014-07-25,14.904666900634766,14.904666900634766,15.131333351135254,14.783332824707031,14.847999572753906,46306500,0.0,0.0,0.0 -290,2014-07-28,14.98799991607666,14.98799991607666,15.466667175292969,14.760000228881836,14.949999809265137,97714500,0.0,0.0,0.0 -291,2014-07-29,15.000666618347168,15.000666618347168,15.220000267028809,14.990667343139648,15.107333183288574,50736000,0.0,0.0,0.0 -292,2014-07-30,15.261333465576172,15.261333465576172,15.30666732788086,14.736000061035156,14.79466724395752,73917000,0.43603256344795227,0.019181733950972557,0.544785737991333 -293,2014-07-31,14.886667251586914,14.886667251586914,15.42666721343994,14.766667366027832,15.284000396728516,116236500,0.3322459193360474,0.1665477677144938,0.5012063257810142 -294,2014-08-01,15.5513334274292,15.5513334274292,15.833333015441896,15.06666660308838,15.072667121887209,178437000,0.6953696807225546,0.015068163008739551,0.28956219802300137 -295,2014-08-04,15.90133285522461,15.90133285522461,16.03333282470703,15.5513334274292,15.625332832336426,89395500,0.05029589310288429,0.04463651403784752,0.9050675630569458 -296,2014-08-05,15.899333000183104,15.899333000183104,16.19933319091797,15.71266746520996,15.83133316040039,80829000,0.0,0.0,0.0 -297,2014-08-06,16.595333099365234,16.595333099365234,16.761333465576172,15.905332565307615,15.92666721343994,138739500,0.0,0.0,0.0 -298,2014-08-07,16.826000213623047,16.826000213623047,17.112667083740234,16.607999801635742,16.674667358398438,112183500,0.03081556409597397,0.4557831287384033,0.5134012699127197 -299,2014-08-08,16.54199981689453,16.54199981689453,16.784000396728516,16.433332443237305,16.743999481201172,76351500,0.05337817221879959,0.2736186906695366,0.6730031222105026 -300,2014-08-11,17.288000106811523,17.288000106811523,17.582666397094727,17.0,17.031999588012695,121519500,0.33208343914399546,0.2827992889409264,0.3851172576347987 -301,2014-08-12,17.33066749572754,17.33066749572754,17.35333251953125,16.972000122070312,17.205333709716797,95734500,0.12447757786139846,0.493195244576782,0.38232719572260976 -302,2014-08-13,17.354000091552734,17.354000091552734,17.709333419799805,17.30733299255371,17.46733283996582,103989000,0.015801582485437393,0.9470837712287903,0.0371147021651268 -303,2014-08-14,17.42533302307129,17.42533302307129,17.53333282470703,17.100000381469727,17.499332427978516,61899000,0.0,0.0,0.0 -304,2014-08-15,17.46733283996582,17.46733283996582,17.472667694091797,17.233333587646484,17.43199920654297,58018500,0.0,0.0,0.0 -305,2014-08-18,17.32933235168457,17.32933235168457,17.817333221435547,17.316667556762695,17.549999237060547,87738000,0.0,0.0,0.0 -306,2014-08-19,17.117332458496094,17.117332458496094,17.288667678833008,16.774667739868164,17.257999420166016,80022000,0.0,0.0,0.0 -307,2014-08-20,17.047332763671875,17.047332763671875,17.249332427978516,16.866666793823242,16.97800064086914,45418500,0.0,0.0,0.0 -308,2014-08-21,16.95599937438965,16.95599937438965,17.253332138061523,16.884000778198242,17.101333618164062,43734000,0.0,0.0,0.0 -309,2014-08-22,17.118667602539062,17.118667602539062,17.1299991607666,16.840667724609375,16.96933364868164,42501000,0.0,0.0,0.0 -310,2014-08-25,17.503332138061523,17.503332138061523,17.57866668701172,17.21266746520996,17.21266746520996,64771500,0.0,0.0,0.0 -311,2014-08-26,17.44933319091797,17.44933319091797,17.700000762939453,17.444000244140625,17.665332794189453,57270000,0.0,0.0,0.0 -312,2014-08-27,17.549999237060547,17.549999237060547,17.615999221801758,17.3526668548584,17.566667556762695,44776500,0.035601064562797546,0.09482312202453613,0.8695757985115051 -313,2014-08-28,17.590667724609375,17.590667724609375,17.631999969482422,17.44266700744629,17.459333419799805,42673500,0.0,0.0,0.0 -314,2014-08-29,17.979999542236328,17.979999542236328,18.13333320617676,17.833999633789062,17.913333892822266,96706500,0.08409108221530914,0.06063858047127724,0.8552703857421875 -315,2014-09-02,18.94133377075196,18.94133377075196,18.99266624450684,18.286666870117188,18.36666679382324,147786000,0.908263087272644,0.021658027544617653,0.07007884979248047 -316,2014-09-03,18.746000289916992,18.746000289916992,19.200000762939453,18.67333221435547,19.17799949645996,101584500,0.05859976758559545,0.2108909785747528,0.7305092513561249 -317,2014-09-04,19.06933212280273,19.06933212280273,19.42799949645996,18.69333267211914,18.93400001525879,125125500,0.4744199924170971,0.02395873423665762,0.5016212873160839 -318,2014-09-05,18.49266624450684,18.49266624450684,18.86000061035156,18.16733360290528,18.83666610717773,167548500,0.08706886228173971,0.7388145327568054,0.17411656863987446 -319,2014-09-08,18.80733299255371,18.80733299255371,18.992000579833984,18.501333236694336,18.507999420166016,82524000,0.7774150371551514,0.008387238951399922,0.21419764310121536 -320,2014-09-09,18.565332412719727,18.565332412719727,19.03266716003418,18.46666717529297,18.86599922180176,68382000,0.861620306968689,0.010802904143929482,0.1275768280029297 -321,2014-09-10,18.739999771118164,18.739999771118164,18.76066780090332,18.24399948120117,18.63333320617676,56719500,0.0,0.0,0.0 -322,2014-09-11,18.687332153320312,18.687332153320312,18.98600006103516,18.57533264160156,18.69733238220215,56491500,0.03564976528286934,0.055236633867025375,0.9091136455535889 -323,2014-09-12,18.61333274841309,18.61333274841309,18.826000213623047,18.46666717529297,18.700000762939453,49869000,0.0,0.0,0.0 -324,2014-09-15,16.923999786376953,16.923999786376953,18.293333053588867,16.608667373657227,18.291332244873047,246831000,0.0695687085390091,0.14584729075431824,0.7845839858055115 -325,2014-09-16,17.382667541503906,17.382667541503906,17.497333526611328,16.827999114990234,17.010000228881836,124501500,0.05792412534356117,0.9095886945724487,0.03248712047934532 -326,2014-09-17,17.42533302307129,17.42533302307129,17.64666748046875,17.299999237060547,17.493999481201172,77665500,0.6664978712797165,0.008649780880659819,0.3248523212969303 -327,2014-09-18,17.58799934387207,17.58799934387207,17.706666946411133,17.488000869750977,17.55733299255371,55389000,0.0,0.0,0.0 -328,2014-09-19,17.288000106811523,17.288000106811523,17.428667068481445,17.01799964904785,17.19933319091797,102163500,0.0,0.0,0.0 -329,2014-09-22,16.66866683959961,16.66866683959961,17.06800079345703,16.31399917602539,17.0,123211500,0.0,0.0,0.0 -330,2014-09-23,16.694000244140625,16.694000244140625,16.920000076293945,16.333332061767578,16.347999572753906,84880500,0.0,0.0,0.0 -331,2014-09-24,16.80933380126953,16.80933380126953,16.856000900268555,16.46933364868164,16.7413330078125,56242500,0.0,0.0,0.0 -332,2014-09-25,16.463333129882812,16.463333129882812,16.997333526611328,16.406667709350586,16.834667205810547,72513000,0.0,0.0,0.0 -333,2014-09-26,16.440000534057617,16.440000534057617,16.648666381835938,16.404666900634766,16.549999237060547,56931000,0.0,0.0,0.0 -334,2014-09-29,16.35066795349121,16.35066795349121,16.576000213623047,16.091999053955078,16.266666412353516,72790500,0.0,0.0,0.0 -335,2014-09-30,16.178667068481445,16.178667068481445,16.510000228881836,16.007999420166016,16.461332321166992,63574500,0.0,0.0,0.0 -336,2014-10-01,16.016000747680664,16.016000747680664,16.17733383178711,15.710000038146973,16.14666748046875,89125500,0.0,0.0,0.0 -337,2014-10-02,16.761333465576172,16.761333465576172,16.8526668548584,16.357332229614258,16.68000030517578,134973000,0.033287741243839264,0.06246146932244301,0.9042508006095886 -338,2014-10-03,17.013999938964844,17.013999938964844,17.100000381469727,16.735332489013672,16.87066650390625,81094500,0.0,0.0,0.0 -339,2014-10-06,17.374666213989258,17.374666213989258,17.499332427978516,17.18666648864746,17.275333404541016,115699500,0.0,0.0,0.0 -340,2014-10-07,17.30466651916504,17.30466651916504,17.430667877197266,17.048667907714844,17.235332489013672,67282500,0.1902822870761156,0.016052422113716602,0.7936652600765228 -341,2014-10-08,17.28533363342285,17.28533363342285,17.525333404541016,16.842666625976562,17.34000015258789,75826500,0.0,0.0,0.0 -342,2014-10-09,17.134000778198242,17.134000778198242,17.702667236328125,16.959999084472656,17.483333587646484,110419500,0.04849451035261154,0.05006539449095726,0.9014401435852051 -343,2014-10-10,15.793999671936035,15.793999671936035,16.392667770385742,15.68000030517578,16.30933380126953,193324500,0.10053880736231804,0.05664647333323956,0.8428147077560425 -344,2014-10-13,14.97266674041748,14.97266674041748,15.93066692352295,14.733332633972168,15.904666900634766,169030500,0.0,0.0,0.0 -345,2014-10-14,15.137332916259766,15.137332916259766,15.498000144958496,14.866666793823242,15.216667175292969,106579500,0.0,0.0,0.0 -346,2014-10-15,15.313332557678224,15.313332557678224,15.399333000183104,14.48799991607666,14.666666984558104,137209500,0.0,0.0,0.0 -347,2014-10-16,15.09000015258789,15.09000015258789,15.32800006866455,14.606666564941406,14.64799976348877,80989500,0.0,0.0,0.0 -348,2014-10-17,15.165332794189451,15.165332794189451,15.65133285522461,15.103333473205566,15.558667182922363,158241000,0.02299080230295658,0.6157224774360657,0.3612866997718811 -349,2014-10-20,15.364666938781738,15.364666938781738,15.493332862854004,15.034000396728516,15.114666938781738,52416000,0.16209367662668228,0.010957239661365747,0.8269490897655487 -350,2014-10-21,15.689332962036133,15.689332962036133,15.692667007446287,15.386667251586914,15.618000030517578,61954500,0.08793169384201367,0.022876362626751263,0.8891919453938802 -351,2014-10-22,15.40666675567627,15.40666675567627,15.826000213623049,15.370667457580566,15.54599952697754,61749000,0.0,0.0,0.0 -352,2014-10-23,15.685999870300291,15.685999870300291,15.751999855041504,15.466667175292969,15.644000053405762,52386000,0.0460334625095129,0.055705174803733826,0.8982613682746887 -353,2014-10-24,15.682666778564451,15.682666778564451,15.853333473205566,15.41333293914795,15.751333236694336,51949500,0.0,0.0,0.0 -354,2014-10-27,14.777999877929688,14.777999877929688,15.640666961669922,14.687333106994627,15.616666793823242,143299500,0.0,0.0,0.0 -355,2014-10-28,16.184667587280273,16.184667587280273,16.30666732788086,15.216667175292969,15.30666732788086,157744500,0.010540740564465523,0.9710376858711243,0.018421653658151627 -356,2014-10-29,15.873332977294922,15.873332977294922,16.100000381469727,15.709333419799805,16.075332641601562,74437500,0.038372538052499294,0.03381290379911661,0.9278146028518677 -357,2014-10-30,15.910667419433594,15.910667419433594,16.03333282470703,15.670666694641112,15.87600040435791,48426000,0.0,0.0,0.0 -358,2014-10-31,16.113332748413086,16.113332748413086,16.20800018310547,15.916666984558104,16.167333602905273,56629500,0.0,0.0,0.0 -359,2014-11-03,16.172666549682617,16.172666549682617,16.503999710083008,16.08799934387207,16.200000762939453,63057000,0.15374863147735596,0.008008529432117939,0.8382428288459778 -360,2014-11-04,15.928667068481444,15.928667068481444,16.156667709350586,15.768667221069336,16.03266716003418,55239000,0.0,0.0,0.0 -361,2014-11-05,15.39799976348877,15.39799976348877,16.090667724609375,15.368666648864746,16.066667556762695,135688500,0.33766912793119747,0.09762323399384816,0.5647076641519865 -362,2014-11-06,16.08133316040039,16.08133316040039,16.445999145507812,15.233332633972168,15.63266658782959,230320500,0.8735635280609131,0.015512439422309399,0.11092401295900345 -363,2014-11-07,16.01333236694336,16.01333236694336,16.189332962036133,15.813332557678224,16.145999908447266,77415000,0.0,0.0,0.0 -364,2014-11-10,16.1286678314209,16.1286678314209,16.191999435424805,15.786666870117188,15.940667152404783,68658000,0.0,0.0,0.0 -365,2014-11-11,16.738666534423828,16.738666534423828,16.788000106811523,16.133333206176758,16.170000076293945,119232000,0.0,0.0,0.0 -366,2014-11-12,16.606666564941406,16.606666564941406,16.82266616821289,16.371999740600586,16.648000717163086,88062000,0.0,0.0,0.0 -367,2014-11-13,16.780000686645508,16.780000686645508,17.049999237060547,16.683332443237305,16.70800018310547,93540000,0.0,0.0,0.0 -368,2014-11-14,17.245332717895508,17.245332717895508,17.25666618347168,16.566667556762695,16.666667938232422,91516500,0.0,0.0,0.0 -369,2014-11-17,16.93199920654297,16.93199920654297,17.266666412353516,16.801332473754883,17.166000366210938,60385500,0.011402050033211708,0.9119378328323364,0.07666011154651642 -370,2014-11-18,17.18000030517578,17.18000030517578,17.332666397094727,17.034000396728516,17.05733299255371,67095000,0.014381863176822662,0.8907889723777771,0.09482912719249725 -371,2014-11-19,16.516000747680664,16.516000747680664,16.79199981689453,16.373332977294922,16.707332611083984,118777500,0.0,0.0,0.0 -372,2014-11-20,16.58066749572754,16.58066749572754,16.728666305541992,16.399999618530273,16.530000686645508,53808000,0.0,0.0,0.0 -373,2014-11-21,16.185333251953125,16.185333251953125,16.851999282836914,16.14466667175293,16.81399917602539,112276500,0.0,0.0,0.0 -374,2014-11-24,16.447999954223633,16.447999954223633,16.50666618347168,16.042667388916016,16.34666633605957,71845500,0.10712414234876633,0.015922101214528084,0.8769537210464478 -375,2014-11-25,16.53933334350586,16.53933334350586,16.648000717163086,16.4060001373291,16.489999771118164,47397000,0.07724401354789734,0.022159375250339508,0.9005966186523438 -376,2014-11-26,16.562667846679688,16.562667846679688,16.600000381469727,16.440000534057617,16.555999755859375,29718000,0.0,0.0,0.0 -377,2014-11-28,16.301332473754883,16.301332473754883,16.445999145507812,16.167999267578125,16.356666564941406,31795500,0.0,0.0,0.0 -378,2014-12-01,15.442667007446287,15.442667007446287,16.1646671295166,15.267333030700684,16.077333450317383,129291000,0.0,0.0,0.0 -379,2014-12-02,15.428667068481444,15.428667068481444,15.658666610717772,15.199999809265137,15.637999534606934,88305000,0.0,0.0,0.0 -380,2014-12-03,15.286666870117188,15.286666870117188,15.314666748046877,15.033332824707031,15.083333015441896,79615500,0.014796626754105091,0.9063674807548523,0.07883580029010773 -381,2014-12-04,15.218667030334473,15.218667030334473,15.393333435058594,15.187333106994627,15.239999771118164,57834000,0.4907166361808777,0.008576542139053345,0.5007068514823914 -382,2014-12-05,14.913999557495115,14.913999557495115,15.292667388916016,14.817333221435549,15.244667053222656,90954000,0.0,0.0,0.0 -383,2014-12-08,14.290666580200195,14.290666580200195,14.990667343139648,14.156000137329102,14.769332885742188,138384000,0.0,0.0,0.0 -384,2014-12-09,14.459333419799805,14.459333419799805,14.51533317565918,13.618000030517578,13.956000328063965,141472500,0.10723823308944702,0.10580994188785553,0.7869518995285034 -385,2014-12-10,13.989333152770996,13.989333152770996,14.451333045959473,13.846667289733888,14.275333404541016,109711500,0.008156076073646545,0.9735764265060425,0.018267523497343063 -386,2014-12-11,13.925333023071287,13.925333023071287,14.362000465393066,13.881999969482422,14.035332679748535,100416000,0.0,0.0,0.0 -387,2014-12-12,13.800000190734863,13.800000190734863,14.112000465393066,13.633333206176758,13.654666900634766,107607000,0.017582930624485016,0.7559263706207275,0.22649075835943222 -388,2014-12-15,13.602666854858398,13.602666854858398,13.986666679382324,13.511333465576172,13.952667236328123,78274500,0.0,0.0,0.0 -389,2014-12-16,13.187333106994627,13.187333106994627,13.57866668701172,13.024666786193848,13.392666816711426,126391500,0.0,0.0,0.0 -390,2014-12-17,13.721332550048828,13.721332550048828,13.776666641235352,12.84333324432373,12.870667457580566,110517000,0.0,0.0,0.0 -391,2014-12-18,14.550666809082031,14.550666809082031,14.562666893005373,14.119999885559082,14.158666610717772,112249500,0.0,0.0,0.0 -392,2014-12-19,14.619333267211914,14.619333267211914,14.69333267211914,14.300000190734863,14.679332733154297,103657500,0.1766228824853897,0.5983635187149048,0.2250135838985443 -393,2014-12-22,14.84000015258789,14.84000015258789,14.937333106994627,14.550666809082031,14.666666984558104,71991000,0.0,0.0,0.0 -394,2014-12-23,14.731332778930664,14.731332778930664,14.954667091369627,14.63466739654541,14.920666694641112,67585500,0.0,0.0,0.0 -395,2014-12-24,14.817333221435549,14.817333221435549,14.833333015441896,14.616666793823242,14.65133285522461,19983000,0.0,0.0,0.0 -396,2014-12-26,15.187999725341797,15.187999725341797,15.233332633972168,14.766667366027832,14.767333030700684,49905000,0.48786449432373047,0.01133480186884602,0.500800701479117 -397,2014-12-29,15.047332763671877,15.047332763671877,15.194000244140623,14.934666633605955,15.126667022705078,42037500,0.0,0.0,0.0 -398,2014-12-30,14.815333366394045,14.815333366394045,15.043333053588867,14.760000228881836,14.932666778564451,43548000,0.0,0.0,0.0 -399,2014-12-31,14.827333450317385,14.827333450317385,15.045332908630373,14.81666660308838,14.87266731262207,34462500,0.1642647534608841,0.010801185853779316,0.8249341249465942 -400,2015-01-02,14.620667457580566,14.620667457580566,14.883333206176758,14.21733283996582,14.857999801635742,71466000,0.0,0.0,0.0 -401,2015-01-05,14.005999565124512,14.005999565124512,14.43333339691162,13.810667037963867,14.303333282470703,80527500,0.0,0.0,0.0 -402,2015-01-06,14.085332870483398,14.085332870483398,14.279999732971191,13.61400032043457,14.003999710083008,93928500,0.0,0.0,0.0 -403,2015-01-07,14.063332557678224,14.063332557678224,14.3186674118042,13.985333442687988,14.223333358764648,44526000,0.0,0.0,0.0 -404,2015-01-08,14.041333198547363,14.041333198547363,14.25333309173584,14.000666618347168,14.187333106994627,51637500,0.0,0.0,0.0 -405,2015-01-09,13.77733325958252,13.77733325958252,13.998666763305664,13.663999557495115,13.928000450134276,70024500,0.0,0.0,0.0 -406,2015-01-12,13.480667114257812,13.480667114257812,13.631333351135254,13.283332824707031,13.536666870117188,89254500,0.25891031697392464,0.012033419217914343,0.7290562987327576 -407,2015-01-13,13.616666793823242,13.616666793823242,13.84066677093506,13.394000053405762,13.554667472839355,67159500,0.012527494691312313,0.948840856552124,0.03863171488046646 -408,2015-01-14,12.845999717712402,12.845999717712402,13.013333320617676,12.333333015441896,12.388667106628418,173278500,0.016707814298570156,0.6388178573300441,0.34447433054447174 -409,2015-01-15,12.791333198547363,12.791333198547363,13.050000190734863,12.666666984558104,12.965999603271484,78247500,0.010617699474096298,0.9625024199485779,0.02687980607151985 -410,2015-01-16,12.871333122253418,12.871333122253418,12.965999603271484,12.643333435058594,12.713333129882812,54048000,0.0,0.0,0.0 -411,2015-01-20,12.795332908630373,12.795332908630373,12.941332817077637,12.469332695007324,12.924667358398438,67548000,0.0,0.0,0.0 -412,2015-01-21,13.104666709899902,13.104666709899902,13.245332717895508,12.633999824523926,12.636667251586914,62295000,0.0,0.0,0.0 -413,2015-01-22,13.441332817077637,13.441332817077637,13.54933261871338,13.013333320617676,13.133333206176758,61753500,0.07765105366706848,0.013796851970255375,0.9085521101951599 -414,2015-01-23,13.419333457946776,13.419333457946776,13.56666660308838,13.222000122070312,13.352666854858398,51579000,0.04909370467066765,0.01594465970993042,0.9349616765975952 -415,2015-01-26,13.770000457763672,13.770000457763672,13.907999992370604,13.403332710266112,13.45533275604248,48517500,0.0,0.0,0.0 -416,2015-01-27,13.732000350952148,13.732000350952148,13.868666648864746,13.553333282470703,13.628000259399414,41715000,0.0,0.0,0.0 -417,2015-01-28,13.291333198547363,13.291333198547363,13.758000373840332,13.227999687194824,13.740667343139648,47244000,0.4074289742857218,0.03576634079217911,0.5568046867847443 -418,2015-01-29,13.68000030517578,13.68000030517578,13.732000350952148,13.100000381469728,13.404666900634766,53221500,0.022879835218191147,0.3849869668483734,0.5921332240104675 -419,2015-01-30,13.57333278656006,13.57333278656006,13.83133316040039,13.533332824707031,13.597332954406738,45105000,0.0,0.0,0.0 -420,2015-02-02,14.062666893005373,14.062666893005373,14.130000114440918,13.553333282470703,13.597999572753906,62238000,0.0,0.0,0.0 -421,2015-02-03,14.557332992553713,14.557332992553713,14.691332817077637,14.084667205810549,14.214667320251465,72393000,0.0,0.0,0.0 -422,2015-02-04,14.56999969482422,14.56999969482422,14.76533317565918,14.453332901000977,14.552666664123535,49581000,0.0,0.0,0.0 -423,2015-02-05,14.732666969299316,14.732666969299316,15.031999588012695,14.642666816711426,14.658666610717772,52843500,0.0,0.0,0.0 -424,2015-02-06,14.490667343139648,14.490667343139648,14.893333435058594,14.43333339691162,14.800000190734863,48658500,0.14179425624509653,0.10563973585764568,0.7525660395622253 -425,2015-02-09,14.498666763305664,14.498666763305664,14.528667449951172,14.13266658782959,14.358667373657228,52086000,0.033561998046934605,0.0901850126683712,0.8762530088424683 -426,2015-02-10,14.419333457946776,14.419333457946776,14.699999809265137,14.333333015441896,14.50333309173584,80857500,0.02427605912089348,0.6955237612128258,0.2802002211101353 -427,2015-02-11,14.186667442321776,14.186667442321776,14.315999984741213,13.8186674118042,14.147333145141602,146536500,0.12250959035009146,0.551211935468018,0.3262784774415195 -428,2015-02-12,13.525333404541016,13.525333404541016,13.53933334350586,12.885333061218262,12.904666900634766,234744000,0.040356711174050965,0.17468390179177126,0.7849593857924143 -429,2015-02-13,13.584667205810549,13.584667205810549,13.732666969299316,13.394000053405762,13.526666641235352,92865000,0.0832251913845539,0.09458512533456087,0.8221897006034851 -430,2015-02-17,13.623332977294922,13.623332977294922,13.713333129882812,13.43333339691162,13.713333129882812,59694000,0.017541540786623955,0.9308964014053345,0.051562123000621796 -431,2015-02-18,13.630666732788086,13.630666732788086,13.744667053222656,13.506667137145996,13.611332893371582,40704000,0.0,0.0,0.0 -432,2015-02-19,14.11400032043457,14.11400032043457,14.162667274475098,13.583333015441896,13.666666984558104,77311500,0.0,0.0,0.0 -433,2015-02-20,14.473999977111816,14.473999977111816,14.506667137145996,13.987333297729492,14.052000045776367,89731500,0.0,0.0,0.0 -434,2015-02-23,13.822667121887209,13.822667121887209,14.546667098999023,13.755332946777344,14.37733268737793,127497000,0.026714187115430832,0.8940677046775818,0.07921820133924484 -435,2015-02-24,13.607333183288574,13.607333183288574,13.81933307647705,13.446666717529297,13.81933307647705,99054000,0.05862754676491022,0.4600735427811742,0.48129891976714134 -436,2015-02-25,13.583999633789062,13.583999633789062,13.809332847595217,13.505332946777344,13.662667274475098,58642500,0.0,0.0,0.0 -437,2015-02-26,13.812666893005373,13.812666893005373,14.072667121887209,13.481332778930664,13.600000381469728,97093500,0.0,0.0,0.0 -438,2015-02-27,13.555999755859377,13.555999755859377,13.903332710266112,13.520000457763672,13.793333053588867,58231500,0.0,0.0,0.0 -439,2015-03-02,13.155332565307615,13.155332565307615,13.555999755859377,13.055333137512209,13.513333320617676,118831500,0.0,0.0,0.0 -440,2015-03-03,13.303999900817873,13.303999900817873,13.349332809448242,13.021332740783691,13.120667457580566,66484500,0.0,0.0,0.0 -441,2015-03-04,13.496000289916992,13.496000289916992,13.501333236694336,13.147333145141602,13.283332824707031,63330000,0.06914527714252472,0.4360598623752594,0.4947948157787323 -442,2015-03-05,13.375332832336426,13.375332832336426,13.746000289916992,13.34333324432373,13.523332595825195,73155000,0.0,0.0,0.0 -443,2015-03-06,12.925333023071287,12.925333023071287,13.383333206176758,12.8100004196167,13.280667304992676,100686000,0.2658311426639557,0.015009500086307526,0.7191593050956726 -444,2015-03-09,12.725333213806152,12.725333213806152,12.965999603271484,12.550000190734863,12.959333419799805,101050500,0.008708635965983072,0.9685690005620321,0.022722361609339714 -445,2015-03-10,12.687999725341797,12.687999725341797,12.899999618530272,12.506667137145996,12.564000129699709,83695500,0.025712160393595695,0.27674323320388794,0.6975446343421936 -446,2015-03-11,12.916000366210938,12.916000366210938,13.07866668701172,12.734000205993652,12.743332862854004,74623500,0.0217626690864563,0.7014123797416687,0.2768249213695526 -447,2015-03-12,12.73799991607666,12.73799991607666,12.963333129882812,12.649999618530272,12.916666984558104,62239500,0.041412752121686935,0.871567964553833,0.08701925724744797 -448,2015-03-13,12.57866668701172,12.57866668701172,12.783332824707031,12.48799991607666,12.596667289733888,81514500,0.08962300419807434,0.013602160848677158,0.8967748880386353 -449,2015-03-16,13.046667098999023,13.046667098999023,13.060667037963867,12.653332710266112,12.800000190734863,84432000,0.06685768067836761,0.011910291388630867,0.9212320446968079 -450,2015-03-17,12.982000350952148,12.982000350952148,13.247332572937012,12.929332733154297,13.028667449951172,73411500,0.22748032212257385,0.010433611460030079,0.7620860934257507 -451,2015-03-18,13.380666732788086,13.380666732788086,13.392000198364258,12.87399959564209,12.997332572937012,72313500,0.43017012625932693,0.04937590006738901,0.5204539448022842 -452,2015-03-19,13.043333053588867,13.043333053588867,13.63933277130127,12.968667030334473,13.466667175292969,127128000,0.2080454317231973,0.04026978897551695,0.7516847799221674 -453,2015-03-20,13.20533275604248,13.20533275604248,13.265999794006348,13.041333198547363,13.16333293914795,64042500,0.09292439992229144,0.016147720627486706,0.8909278909365336 -454,2015-03-23,13.308667182922363,13.308667182922363,13.366666793823242,13.164667129516602,13.233332633972168,39474000,0.0,0.0,0.0 -455,2015-03-24,13.447999954223633,13.447999954223633,13.586000442504885,13.31666660308838,13.43866729736328,54748500,0.0,0.0,0.0 -456,2015-03-25,12.953332901000977,12.953332901000977,13.239333152770996,12.846667289733888,13.218000411987305,85956000,0.010738593526184559,0.9600311517715454,0.029230274260044098 -457,2015-03-26,12.694000244140623,12.694000244140623,12.986000061035156,12.646666526794434,12.928000450134276,61920000,0.0,0.0,0.0 -458,2015-03-27,12.333333015441896,12.333333015441896,12.619333267211914,12.09333324432373,12.604666709899902,129073500,0.0,0.0,0.0 -459,2015-03-30,12.704667091369627,12.704667091369627,12.81666660308838,12.119999885559082,12.390000343322754,151342500,0.21622619312256575,0.2665351134104033,0.5172387013832728 -460,2015-03-31,12.584667205810549,12.584667205810549,12.917332649230955,12.560667037963867,12.902000427246094,75399000,0.07705735920795373,0.16785709520003625,0.7550855417336736 -461,2015-04-01,12.505999565124512,12.505999565124512,12.81999969482422,12.403332710266112,12.579999923706056,56919000,0.16920308582484722,0.05900314822793007,0.7717937529087067 -462,2015-04-02,12.733332633972168,12.733332633972168,12.881999969482422,12.666666984558104,12.682000160217283,75156000,0.20295274381836256,0.06984564537803332,0.7272016008694967 -463,2015-04-06,13.539999961853027,13.539999961853027,13.850000381469728,13.166666984558104,13.199999809265137,186837000,0.846141517162323,0.023693503811955452,0.13016497840483984 -464,2015-04-07,13.550000190734863,13.550000190734863,13.670666694641112,13.40933322906494,13.500666618347168,65218500,0.0,0.0,0.0 -465,2015-04-08,13.844667434692385,13.844667434692385,14.0600004196167,13.724666595458984,13.880000114440918,94546500,0.3117234706878662,0.24552571633830667,0.44275080785155296 -466,2015-04-09,14.005999565124512,14.005999565124512,14.024666786193848,13.7413330078125,13.895333290100098,57003000,0.055643193423748016,0.035040128976106644,0.9093166589736938 -467,2015-04-10,14.0600004196167,14.0600004196167,14.109999656677246,13.93333339691162,13.989999771118164,61015500,0.0,0.0,0.0 -468,2015-04-13,13.985333442687988,13.985333442687988,14.199999809265137,13.936667442321776,14.029333114624023,56373000,0.0,0.0,0.0 -469,2015-04-14,13.830666542053224,13.830666542053224,13.965999603271484,13.699999809265137,13.904666900634766,45390000,0.0,0.0,0.0 -470,2015-04-15,13.85533332824707,13.85533332824707,13.97266674041748,13.773332595825195,13.830666542053224,29286000,0.22403095662593842,0.022122984752058983,0.7538461089134216 -471,2015-04-16,13.779999732971191,13.779999732971191,13.944666862487791,13.752667427062988,13.846667289733888,24886500,0.0,0.0,0.0 -472,2015-04-17,13.78600025177002,13.78600025177002,13.791999816894531,13.56666660308838,13.666000366210938,37048500,0.0,0.0,0.0 -473,2015-04-20,13.684666633605955,13.684666633605955,13.856666564941406,13.59000015258789,13.785332679748535,38389500,0.08257518149912357,0.019887759815901518,0.8975370228290558 -474,2015-04-21,13.96066665649414,13.96066665649414,14.050000190734863,13.620667457580566,13.720000267028809,51487500,0.0,0.0,0.0 -475,2015-04-22,14.629332542419434,14.629332542419434,14.791999816894531,14.112667083740234,14.166666984558104,117945000,0.48873517382889986,0.019999456126242876,0.4912653248757124 -476,2015-04-23,14.57333278656006,14.57333278656006,14.76533317565918,14.476667404174805,14.5513334274292,66168000,0.0,0.0,0.0 -477,2015-04-24,14.562000274658203,14.562000274658203,14.720000267028809,14.534000396728516,14.699999809265137,36417000,0.0,0.0,0.0 -478,2015-04-27,15.436667442321776,15.436667442321776,15.916666984558104,14.800000190734863,14.837332725524902,175089000,0.10882729012519121,0.34975980781018734,0.541412889957428 -479,2015-04-28,15.36533260345459,15.36533260345459,15.699999809265137,15.20199966430664,15.649999618530272,91281000,0.17638538777828217,0.020144054666161537,0.8034705519676208 -480,2015-04-29,15.49666690826416,15.49666690826416,15.664667129516602,15.175333023071287,15.33666706085205,59041500,0.07627445459365845,0.0694766566157341,0.8542488813400269 -481,2015-04-30,15.06999969482422,15.06999969482422,15.526000022888184,15.011333465576172,15.359333038330078,58678500,0.2513005429257949,0.05270231204728285,0.6959972083568573 -482,2015-05-01,15.0686674118042,15.0686674118042,15.451333045959473,14.694000244140623,15.329333305358888,79225500,0.10644736774265766,0.016692826617509128,0.876859825849533 -483,2015-05-04,15.36733341217041,15.36733341217041,15.648667335510254,15.140666961669922,15.211999893188477,66519000,0.028555605560541153,0.48376747965812683,0.4876769781112671 -484,2015-05-05,15.529999732971191,15.529999732971191,15.966667175292969,15.275333404541016,15.850666999816896,86953500,0.09285300225019455,0.010421107523143291,0.8967258930206299 -485,2015-05-06,15.362000465393066,15.362000465393066,15.631333351135254,15.213333129882812,15.606666564941406,79063500,0.32759016659110785,0.5762477517127991,0.09616207797080278 -486,2015-05-07,15.786666870117188,15.786666870117188,15.83199977874756,14.68333339691162,14.733332633972168,141838500,0.12054842226207256,0.18862703926861285,0.6908245354890823 -487,2015-05-08,15.77400016784668,15.77400016784668,15.894000053405762,15.579999923706056,15.732666969299316,70023000,0.4889741688966751,0.04872674914076924,0.4622991103678942 -488,2015-05-11,15.965999603271484,15.965999603271484,16.191999435424805,15.687333106994627,15.752667427062988,85084500,0.9094904661178589,0.014767056331038475,0.07574240118265152 -489,2015-05-12,16.31599998474121,16.31599998474121,16.42333221435547,15.879332542419434,16.007333755493164,95451000,0.06105620041489601,0.07641388475894928,0.8625299334526062 -490,2015-05-13,16.211999893188477,16.211999893188477,16.553333282470703,16.149999618530273,16.507333755493164,81603000,0.2212265133857727,0.011321625672280788,0.7674518525600433 -491,2015-05-14,16.273332595825195,16.273332595825195,16.326000213623047,16.083332061767578,16.321332931518555,43438500,0.0,0.0,0.0 -492,2015-05-15,16.589332580566406,16.589332580566406,16.626667022705078,16.166667938232422,16.261999130249023,67914000,0.0,0.0,0.0 -493,2015-05-18,16.583332061767578,16.583332061767578,16.65999984741211,16.399999618530273,16.46666717529297,50298000,0.0,0.0,0.0 -494,2015-05-19,16.47599983215332,16.47599983215332,16.733333587646484,16.40999984741211,16.562000274658203,55113000,0.05666709318757057,0.06963611332078774,0.8736967245737711 -495,2015-05-20,16.290000915527344,16.290000915527344,16.516000747680664,16.091333389282227,16.475332260131836,56334000,0.0,0.0,0.0 -496,2015-05-21,16.374666213989258,16.374666213989258,16.441333770751953,16.157333374023438,16.20199966430664,29559000,0.054550912231206894,0.016217153519392014,0.9292319416999817 -497,2015-05-22,16.51533317565918,16.51533317565918,16.573333740234375,16.333999633789062,16.358667373657227,33346500,0.1783317637940248,0.0132262430464228,0.8084419965744019 -498,2015-05-26,16.497333526611328,16.497333526611328,16.799999237060547,16.433332443237305,16.511999130249023,52480500,0.0,0.0,0.0 -499,2015-05-27,16.495332717895508,16.495332717895508,16.633333206176758,16.3700008392334,16.567333221435547,51123000,0.0,0.0,0.0 -500,2015-05-28,16.76333236694336,16.76333236694336,16.786666870117188,16.336666107177734,16.468666076660156,54709500,0.0,0.0,0.0 -501,2015-05-29,16.719999313354492,16.719999313354492,16.857999801635742,16.6286678314209,16.733333587646484,56839500,0.0,0.0,0.0 -502,2015-06-01,16.6299991607666,16.6299991607666,16.773332595825195,16.49799919128418,16.76066780090332,37576500,0.014254255220293999,0.9570735692977905,0.02867223508656025 -503,2015-06-02,16.55666732788086,16.55666732788086,16.626667022705078,16.420000076293945,16.594667434692383,32022000,0.0,0.0,0.0 -504,2015-06-03,16.599332809448242,16.599332809448242,16.71466636657715,16.46733283996582,16.546667098999023,26722500,0.0,0.0,0.0 -505,2015-06-04,16.39466667175293,16.39466667175293,16.6200008392334,16.380666732788086,16.5,36804000,0.0,0.0,0.0 -506,2015-06-05,16.609333038330078,16.609333038330078,16.64666748046875,16.3786678314209,16.399999618530273,45330000,0.0,0.0,0.0 -507,2015-06-08,17.086000442504883,17.086000442504883,17.25,16.687332153320312,16.72333335876465,75255000,0.30751194308201474,0.12764809963603815,0.5648399492104849 -508,2015-06-09,17.066667556762695,17.066667556762695,17.182666778564453,16.94266700744629,17.02666664123535,39166500,0.0,0.0,0.0 -509,2015-06-10,16.713333129882812,16.713333129882812,16.933332443237305,16.566667556762695,16.793333053588867,51817500,0.06418737396597862,0.21537239849567413,0.7204402089118958 -510,2015-06-11,16.76066780090332,16.76066780090332,16.95800018310547,16.69533348083496,16.884000778198242,30661500,0.0802220031619072,0.015322647988796234,0.9044553637504578 -511,2015-06-12,16.71266746520996,16.71266746520996,16.8973331451416,16.680667877197266,16.680667877197266,21334500,0.2812899947166443,0.009053923189640045,0.7096560597419739 -512,2015-06-15,16.691999435424805,16.691999435424805,16.75200080871582,16.400667190551758,16.64666748046875,32793000,0.0,0.0,0.0 -513,2015-06-16,16.874666213989258,16.874666213989258,16.895999908447266,16.606666564941406,16.67533302307129,29770500,0.04217708110809326,0.01535994466394186,0.9424630403518677 -514,2015-06-17,17.360666275024414,17.360666275024414,17.624000549316406,16.801332473754883,16.81133270263672,82693500,0.03436025232076645,0.017735745757818222,0.9479039907455444 -515,2015-06-18,17.459333419799805,17.459333419799805,17.56399917602539,17.334667205810547,17.46666717529297,41740500,0.05308189243078232,0.014379855245351791,0.9325382709503174 -516,2015-06-19,17.500667572021484,17.500667572021484,17.586666107177734,17.34000015258789,17.49333381652832,36945000,0.09196246974170208,0.01956379320472479,0.8884737193584442 -517,2015-06-22,17.319332122802734,17.319332122802734,17.626667022705078,17.04599952697754,17.476667404174805,68416500,0.13400259613990784,0.02474960871040821,0.8412477374076843 -518,2015-06-23,17.844667434692383,17.844667434692383,17.866666793823242,17.238000869750977,17.35466766357422,58062000,0.0,0.0,0.0 -519,2015-06-24,17.67799949645996,17.67799949645996,17.823333740234375,17.58133316040039,17.798667907714844,36184500,0.0,0.0,0.0 -520,2015-06-25,17.91933250427246,17.91933250427246,18.0939998626709,17.683332443237305,17.76333236694336,42738000,0.0,0.0,0.0 -521,2015-06-26,17.805999755859375,17.805999755859375,17.94066619873047,17.733333587646484,17.926000595092773,57576000,0.0,0.0,0.0 -522,2015-06-29,17.468000411987305,17.468000411987305,17.729999542236328,17.3799991607666,17.463333129882812,52183500,0.0,0.0,0.0 -523,2015-06-30,17.884000778198242,17.884000778198242,18.06133270263672,17.600000381469727,17.65333366394043,46303500,0.05632559210062027,0.03140203654766083,0.9122723340988159 -524,2015-07-01,17.94333267211914,17.94333267211914,18.17466735839844,17.856666564941406,18.073999404907227,31518000,0.08042263239622116,0.02034747088328004,0.8992299139499664 -525,2015-07-02,18.667999267578125,18.667999267578125,18.82999992370605,18.220666885375977,18.68000030517578,107458500,0.8859444260597229,0.012601543683558702,0.10145404189825058 -526,2015-07-06,18.64800071716309,18.64800071716309,18.779333114624023,18.420000076293945,18.59199905395508,61828500,0.0,0.0,0.0 -527,2015-07-07,17.858667373657227,17.858667373657227,18.34666633605957,17.384666442871094,18.33333206176757,91576500,0.0,0.0,0.0 -528,2015-07-08,16.997333526611328,16.997333526611328,17.386667251586914,16.95400047302246,17.288000106811523,93316500,0.0,0.0,0.0 -529,2015-07-09,17.19466781616211,17.19466781616211,17.530000686645508,17.119333267211914,17.27199935913086,50011500,0.0,0.0,0.0 -530,2015-07-10,17.27666664123535,17.27666664123535,17.53333282470703,17.187999725341797,17.481332778930664,39163500,0.0,0.0,0.0 -531,2015-07-13,17.477333068847656,17.477333068847656,17.503332138061523,17.06999969482422,17.483333587646484,44404500,0.0,0.0,0.0 -532,2015-07-14,17.709999084472656,17.709999084472656,17.732667922973633,17.367332458496094,17.47333335876465,28614000,0.0,0.0,0.0 -533,2015-07-15,17.542667388916016,17.542667388916016,17.832666397094727,17.472000122070312,17.78266716003418,30324000,0.47329652309417725,0.018528781831264496,0.5081747174263 -534,2015-07-16,17.778667449951172,17.778667449951172,17.81333351135254,17.54400062561035,17.614667892456055,24240000,0.0,0.0,0.0 -535,2015-07-17,18.310667037963867,18.310667037963867,18.36933326721192,17.883333206176758,18.166667938232425,75061500,0.06755305081605911,0.0239932369440794,0.9084537029266357 -536,2015-07-20,18.817333221435547,18.817333221435547,19.11000061035156,18.16933250427246,18.33333206176757,74677500,0.03308819234371185,0.056992948055267334,0.9099188446998596 -537,2015-07-21,17.784666061401367,17.784666061401367,18.233333587646484,17.770000457763672,18.003332138061523,91630500,0.03308819234371185,0.056992948055267334,0.9099188446998596 -538,2015-07-22,17.857999801635742,17.857999801635742,17.96266746520996,17.390666961669922,17.417999267578125,46575000,0.0,0.0,0.0 -539,2015-07-23,17.81333351135254,17.81333351135254,17.99333381652832,17.684667587280273,17.976667404174805,33408000,0.0,0.0,0.0 -540,2015-07-24,17.694000244140625,17.694000244140625,18.07266616821289,17.594667434692383,17.825332641601562,42547500,0.1029728576540947,0.009748244658112526,0.8872789144515991 -541,2015-07-27,16.867332458496094,16.867332458496094,17.6286678314209,16.71933364868164,17.495332717895508,70413000,0.0,0.0,0.0 -542,2015-07-28,17.654666900634766,17.654666900634766,17.69333267211914,16.78933334350586,17.049999237060547,58437000,0.0,0.0,0.0 -543,2015-07-29,17.58799934387207,17.58799934387207,17.859333038330078,17.46666717529297,17.618000030517578,41851500,0.1717442013323307,0.012764227110892534,0.8154915571212769 -544,2015-07-30,17.785999298095703,17.785999298095703,17.79599952697754,17.474000930786133,17.512666702270508,30519000,0.1897430643439293,0.01232382282614708,0.7979331314563751 -545,2015-07-31,17.74333381652832,17.74333381652832,17.957332611083984,17.674667358398438,17.84000015258789,33339000,0.04301194101572037,0.017170477658510208,0.9398176074028015 -546,2015-08-03,17.332666397094727,17.332666397094727,17.78066635131836,17.13800048828125,17.752666473388672,38302500,0.14811965823173523,0.03129502758383751,0.820585310459137 -547,2015-08-04,17.75200080871582,17.75200080871582,17.781333923339844,17.222667694091797,17.333999633789062,35287500,0.0,0.0,0.0 -548,2015-08-05,18.0086669921875,18.0086669921875,18.06666755676269,17.360000610351562,17.57200050354004,93214500,0.017856266349554062,0.9294508695602417,0.05269284173846245 -549,2015-08-06,16.408666610717773,16.408666610717773,17.0,15.7413330078125,16.63599967956543,219357000,0.16350225638598204,0.484718294814229,0.35177944352229434 -550,2015-08-07,16.167333602905273,16.167333602905273,16.248666763305664,15.892666816711426,16.238666534423828,76101000,0.0,0.0,0.0 -551,2015-08-10,16.076000213623047,16.076000213623047,16.197999954223633,15.736666679382324,15.876667022705078,62788500,0.05502225458621979,0.27732445299625397,0.6676533222198486 -552,2015-08-11,15.824666976928713,15.824666976928713,15.953332901000977,15.629332542419434,15.8100004196167,63973500,0.0383865125477314,0.22433826327323914,0.7372752130031586 -553,2015-08-12,15.878000259399414,15.878000259399414,15.98466682434082,15.515999794006348,15.666666984558104,55920000,0.0,0.0,0.0 -554,2015-08-13,16.167333602905273,16.167333602905273,16.43199920654297,15.941332817077637,15.990667343139648,70338000,0.20725665390491485,0.06707124812528491,0.7256721377372741 -555,2015-08-14,16.209999084472656,16.209999084472656,16.528667449951172,16.118000030517578,16.482667922973633,65472000,0.3107243754590551,0.20679013074065247,0.48248548060655594 -556,2015-08-17,16.999332427978516,16.999332427978516,17.106000900268555,16.700666427612305,17.03733253479004,107650500,0.24388275233407816,0.3430700278840959,0.4130472180744012 -557,2015-08-18,17.381332397460938,17.381332397460938,17.39666748046875,16.90399932861328,17.025333404541016,62925000,0.0,0.0,0.0 -558,2015-08-19,17.016666412353516,17.016666412353516,17.376667022705078,17.001333236694336,17.35533332824707,54064500,0.17772557586431503,0.011474298313260078,0.8108001053333282 -559,2015-08-20,16.14533233642578,16.14533233642578,16.970666885375977,16.126667022705078,16.804000854492188,73587000,0.12004807498306036,0.32667599618434906,0.5532759167253971 -560,2015-08-21,15.38466739654541,15.38466739654541,16.253332138061523,15.36733341217041,15.733332633972168,98853000,0.009903677739202976,0.9614943861961365,0.028601953759789467 -561,2015-08-24,14.591333389282228,14.591333389282228,15.42666721343994,13.0,13.519332885742188,143724000,0.0,0.0,0.0 -562,2015-08-25,14.66866683959961,14.66866683959961,15.393333435058594,14.607999801635742,15.368000030517578,64909500,0.0,0.0,0.0 -563,2015-08-26,14.989333152770996,14.989333152770996,15.199999809265137,14.36733341217041,15.195332527160645,74445000,0.0,0.0,0.0 -564,2015-08-27,16.19933319091797,16.19933319091797,16.316667556762695,15.387332916259766,15.399999618530272,114840000,0.039197128266096115,0.24862121045589447,0.7121817022562027 -565,2015-08-28,16.565332412719727,16.565332412719727,16.76333236694336,16.10466766357422,16.124000549316406,82705500,0.15220637619495392,0.01094253733754158,0.8368511199951172 -566,2015-08-31,16.604000091552734,16.604000091552734,16.996667861938477,16.367332458496094,16.374666213989258,70503000,0.0,0.0,0.0 -567,2015-09-01,15.908666610717772,15.908666610717772,16.399999618530273,15.79800033569336,16.022666931152344,81822000,0.06196245923638344,0.010572639293968678,0.9274648427963257 -568,2015-09-02,16.512666702270508,16.512666702270508,16.525333404541016,15.985333442687988,16.35333251953125,69438000,0.06196245923638344,0.010572639293968678,0.9274648427963257 -569,2015-09-03,16.3713321685791,16.3713321685791,16.80533218383789,16.333332061767578,16.804000854492188,62922000,0.0,0.0,0.0 -570,2015-09-04,16.1286678314209,16.1286678314209,16.272666931152344,15.880000114440918,16.05933380126953,55338000,0.0,0.0,0.0 -571,2015-09-08,16.544666290283203,16.544666290283203,16.610666275024414,16.270000457763672,16.336666107177734,47073000,0.0,0.0,0.0 -572,2015-09-09,16.5939998626709,16.5939998626709,16.950000762939453,16.553333282470703,16.803333282470703,50862000,0.0808333307504654,0.014130963943898678,0.9050357341766357 -573,2015-09-10,16.565332412719727,16.565332412719727,16.71466636657715,16.35533332824707,16.48200035095215,40635000,0.09998675622045994,0.11944308644160628,0.7805701196193695 -574,2015-09-11,16.682666778564453,16.682666778564453,16.682666778564453,16.315332412719727,16.50933265686035,35262000,0.14043690264225006,0.015126611106097698,0.8444364666938782 -575,2015-09-14,16.87933349609375,16.87933349609375,16.950000762939453,16.64466667175293,16.739999771118164,43363500,0.0,0.0,0.0 -576,2015-09-15,16.904666900634766,16.904666900634766,16.97333335876465,16.633333206176758,16.850000381469727,44002500,0.08806398510932922,0.012425812892615795,0.8995102047920227 -577,2015-09-16,17.483333587646484,17.483333587646484,17.525333404541016,16.858667373657227,16.869333267211914,66256500,0.4416555315256119,0.02575809881091118,0.5325863510370255 -578,2015-09-17,17.471332550048828,17.471332550048828,17.700000762939453,17.37933349609375,17.597333908081055,53787000,0.34789589047431946,0.12223431700840592,0.5298698246479034 -579,2015-09-18,17.374666213989258,17.374666213989258,17.58799934387207,17.166667938232422,17.19733238220215,56446500,0.26584063842892647,0.02707854037483533,0.7070808112621307 -580,2015-09-21,17.613332748413086,17.613332748413086,18.10466766357422,17.053333282470703,17.59866714477539,91803000,0.0,0.0,0.0 -581,2015-09-22,17.395999908447266,17.395999908447266,17.510000228881836,17.058000564575195,17.268667221069336,54966000,0.0,0.0,0.0 -582,2015-09-23,17.40399932861328,17.40399932861328,17.472000122070312,17.172000885009766,17.463333129882812,39012000,0.0,0.0,0.0 -583,2015-09-24,17.541332244873047,17.541332244873047,17.56333351135254,17.08066749572754,17.302000045776367,51723000,0.0,0.0,0.0 -584,2015-09-25,17.12733268737793,17.12733268737793,17.79400062561035,17.07666778564453,17.77400016784668,56601000,0.0,0.0,0.0 -585,2015-09-28,16.562000274658203,16.562000274658203,17.319332122802734,16.44066619873047,17.156667709350586,73516500,0.878986656665802,0.05513770505785942,0.06587567180395126 -586,2015-09-29,16.44333267211914,16.44333267211914,16.98200035095215,16.36400032043457,16.69733238220215,55548000,0.1322563998401165,0.010499994037672877,0.8572436273097992 -587,2015-09-30,16.559999465942383,16.559999465942383,16.82666778564453,16.1560001373291,16.799999237060547,73944000,0.2893940508365631,0.026851321311874524,0.6837546146578259 -588,2015-10-01,15.991999626159668,15.991999626159668,16.566667556762695,15.808667182922363,16.500667572021484,68595000,0.279284634316961,0.027905187491948407,0.6928101852536201 -589,2015-10-02,16.504667282104492,16.504667282104492,16.51333236694336,15.661999702453612,15.706666946411133,66360000,0.0,0.0,0.0 -590,2015-10-05,16.40999984741211,16.40999984741211,16.6560001373291,16.275333404541016,16.589332580566406,55348500,0.0,0.0,0.0 -591,2015-10-06,16.097333908081055,16.097333908081055,16.20199966430664,15.70533275604248,16.0,78378000,0.01675664447247982,0.9205508232116699,0.06269239634275436 -592,2015-10-07,15.46399974822998,15.46399974822998,15.846667289733888,15.274666786193848,15.775333404541016,102210000,0.1111961839099725,0.4965100421880682,0.3922937580694755 -593,2015-10-08,15.114666938781738,15.114666938781738,15.381333351135254,14.753999710083008,15.338666915893556,91998000,0.026250286027789116,0.02883726730942726,0.9449124932289124 -594,2015-10-09,14.71266746520996,14.71266746520996,14.958000183105469,14.557332992553713,14.728667259216309,92376000,0.03288467600941658,0.3411572724580765,0.6259580552577972 -595,2015-10-12,14.371999740600586,14.371999740600586,14.866666793823242,14.351332664489746,14.866000175476074,57544500,0.04018208011984825,0.03841792419552803,0.9213999509811401 -596,2015-10-13,14.616666793823242,14.616666793823242,14.834667205810549,14.075332641601562,14.218667030334473,77572500,0.09867480844259262,0.01642728503793478,0.8848978757858277 -597,2015-10-14,14.458666801452637,14.458666801452637,14.729999542236328,14.362000465393066,14.711333274841309,46566000,0.08880797866731882,0.27809088056286174,0.6331011690199375 -598,2015-10-15,14.753999710083008,14.753999710083008,14.781999588012695,14.24666690826416,14.428667068481444,42663000,0.09805682599544525,0.01659090183675289,0.8853523015975953 -599,2015-10-16,15.133999824523926,15.133999824523926,15.36533260345459,14.857999801635742,14.869333267211914,65017500,0.031675427220761776,0.32071630004793406,0.6476082503795624 -600,2015-10-19,15.206666946411133,15.206666946411133,15.40999984741211,14.996000289916992,15.100000381469728,37618500,0.0,0.0,0.0 -601,2015-10-20,14.20199966430664,14.20199966430664,15.239999771118164,13.466667175292969,15.1813325881958,223500000,0.011977883987128735,0.9633368104696274,0.02468533907085657 -602,2015-10-21,14.005999565124512,14.005999565124512,14.320667266845703,13.920000076293944,14.13266658782959,62272500,0.010170561261475086,0.9720597267150879,0.017769774422049522 -603,2015-10-22,14.114666938781738,14.114666938781738,14.383333206176758,13.960000038146973,14.104000091552734,42378000,0.09024135023355484,0.01659447606652975,0.893164187669754 -604,2015-10-23,13.939332962036133,13.939332962036133,14.356666564941406,13.845999717712402,14.333333015441896,63532500,0.1268672700971365,0.01570595894008875,0.8574267625808716 -605,2015-10-26,14.350666999816896,14.350666999816896,14.392000198364258,14.0,14.092000007629396,50871000,0.059427489837010704,0.021606092030803364,0.9189664324124655 -606,2015-10-27,14.023332595825195,14.023332595825195,14.473333358764648,13.833999633789062,14.322667121887209,52791000,0.21205444633960724,0.01718049682676792,0.7707650661468506 -607,2015-10-28,14.197333335876465,14.197333335876465,14.229999542236328,13.886667251586914,14.087332725524902,40929000,0.6170578002929688,0.013176481239497662,0.3697657957673073 -608,2015-10-29,14.108667373657228,14.108667373657228,14.25,14.042667388916016,14.116666793823242,27075000,0.0,0.0,0.0 -609,2015-10-30,13.795332908630373,13.795332908630373,14.108667373657228,13.592666625976562,14.026666641235352,66583500,0.0,0.0,0.0 -610,2015-11-02,14.252667427062988,14.252667427062988,14.386667251586914,13.814666748046877,13.928000450134276,58918500,0.05428518354892731,0.35032649291679263,0.5953883081674576 -611,2015-11-03,13.890000343322754,13.890000343322754,14.29599952697754,13.850000381469728,14.256667137145996,124987500,0.25677559822797774,0.04256262443959713,0.700661776214838 -612,2015-11-04,15.44200038909912,15.44200038909912,15.515999794006348,15.013333320617676,15.133333206176758,190896000,0.5104200983686107,0.12679759000561067,0.36278230803353445 -613,2015-11-05,15.451333045959473,15.451333045959473,15.638667106628418,15.279333114624023,15.371999740600586,67452000,0.11149607598781586,0.012215826893225312,0.8762880861759186 -614,2015-11-06,15.490667343139648,15.490667343139648,15.557332992553713,15.300000190734863,15.380000114440918,36679500,0.4661111254245043,0.03223019395954907,0.5016586435958743 -615,2015-11-09,15.022000312805176,15.022000312805176,15.53266716003418,14.95400047302246,15.53266716003418,57763500,0.0,0.0,0.0 -616,2015-11-10,14.43333339691162,14.43333339691162,14.91333293914795,14.405332565307615,14.898667335510254,69255000,0.0,0.0,0.0 -617,2015-11-11,14.60533332824707,14.60533332824707,14.631999969482422,14.241999626159668,14.517999649047852,50217000,0.0,0.0,0.0 -618,2015-11-12,14.196000099182127,14.196000099182127,14.600000381469728,14.177332878112791,14.523332595825195,43738500,0.0,0.0,0.0 -619,2015-11-13,13.812666893005373,13.812666893005373,14.199333190917969,13.767999649047852,14.196666717529297,51454500,0.0,0.0,0.0 -620,2015-11-16,14.28733253479004,14.28733253479004,14.33199977874756,13.720000267028809,13.739333152770996,43881000,0.0,0.0,0.0 -621,2015-11-17,14.266667366027832,14.266667366027832,14.399999618530272,14.09333324432373,14.346667289733888,32230500,0.22609741985797882,0.008368406444787979,0.7655341625213623 -622,2015-11-18,14.73799991607666,14.73799991607666,14.7586669921875,14.16800022125244,14.300000190734863,42178500,0.13484536670148373,0.016154996119439602,0.8489996194839478 -623,2015-11-19,14.786666870117188,14.786666870117188,15.079333305358888,14.686667442321776,14.702667236328123,37566000,0.05128084495663643,0.03323909267783165,0.9154800772666931 -624,2015-11-20,14.667332649230955,14.667332649230955,15.0,14.238666534423828,14.899333000183104,66010500,0.036760106589645146,0.5341022156178952,0.42913770377635957 -625,2015-11-23,14.516667366027832,14.516667366027832,14.612000465393066,14.312000274658203,14.489999771118164,37893000,0.0,0.0,0.0 -626,2015-11-24,14.550000190734863,14.550000190734863,14.733332633972168,14.333333015441896,14.357999801635742,37204500,0.07310360670089722,0.012836027890443802,0.9140603542327881 -627,2015-11-25,15.309332847595217,15.309332847595217,15.388667106628418,14.69200038909912,14.755999565124512,59862000,0.0,0.0,0.0 -628,2015-11-27,15.440667152404783,15.440667152404783,15.483332633972168,15.133999824523926,15.404000282287598,29241000,0.15311600267887115,0.3797270655632019,0.46715691685676575 -629,2015-11-30,15.350666999816896,15.350666999816896,15.618666648864746,15.272000312805176,15.452667236328123,39897000,0.0,0.0,0.0 -630,2015-12-01,15.812666893005373,15.812666893005373,15.866666793823242,15.403332710266112,15.404000282287598,56010000,0.0,0.0,0.0 -631,2015-12-02,15.465999603271484,15.465999603271484,15.90666675567627,15.415332794189451,15.800000190734863,44722500,0.0,0.0,0.0 -632,2015-12-03,15.513999938964844,15.513999938964844,15.829999923706056,15.333333015441896,15.6986665725708,44094000,0.0,0.0,0.0 -633,2015-12-04,15.358667373657228,15.358667373657228,15.5513334274292,15.177332878112791,15.497332572937012,38604000,0.6415769457817078,0.009660140611231327,0.34876295924186707 -634,2015-12-07,15.408666610717772,15.408666610717772,15.708666801452637,15.076666831970217,15.18000030517578,47163000,0.031925201416015625,0.17045925557613373,0.7976155281066895 -635,2015-12-08,15.114666938781738,15.114666938781738,15.25333309173584,14.946666717529297,15.16800022125244,40314000,0.031925201416015625,0.17045925557613373,0.7976155281066895 -636,2015-12-09,14.968000411987305,14.968000411987305,15.166666984558104,14.714667320251465,15.113332748413086,45867000,0.0,0.0,0.0 -637,2015-12-10,15.137999534606934,15.137999534606934,15.232666969299316,14.90933322906494,14.980667114257812,31075500,0.1631619930267334,0.04260896518826485,0.7942290902137756 -638,2015-12-11,14.468000411987305,14.468000411987305,15.050000190734863,14.442667007446287,15.015999794006348,49030500,0.0,0.0,0.0 -639,2015-12-14,14.571999549865724,14.571999549865724,14.727999687194824,14.324666976928713,14.500666618347168,42406500,0.0,0.0,0.0 -640,2015-12-15,14.739333152770996,14.739333152770996,14.814666748046877,14.533332824707031,14.788000106811523,33666000,0.0,0.0,0.0 -641,2015-12-16,15.633999824523926,15.633999824523926,15.658666610717772,14.715332984924316,14.80666732788086,76564500,0.04686504229903221,0.02854342944920063,0.9245915412902832 -642,2015-12-17,15.559332847595217,15.559332847595217,15.850666999816896,15.320667266845703,15.595999717712402,49479000,0.0,0.0,0.0 -643,2015-12-18,15.36400032043457,15.36400032043457,15.726667404174805,15.28600025177002,15.526000022888184,45213000,0.0,0.0,0.0 -644,2015-12-21,15.503999710083008,15.503999710083008,15.722000122070312,15.405332565307615,15.446000099182127,29298000,0.0,0.0,0.0 -645,2015-12-22,15.329999923706056,15.329999923706056,15.770000457763672,15.308667182922363,15.666000366210938,29422500,0.0,0.0,0.0 -646,2015-12-23,15.313332557678224,15.313332557678224,15.563332557678224,15.208666801452637,15.478667259216309,23325000,0.0,0.0,0.0 -647,2015-12-24,15.371333122253418,15.371333122253418,15.458666801452637,15.218667030334473,15.370667457580566,10620000,0.033178988844156265,0.027091413736343384,0.9397295713424683 -648,2015-12-28,15.263333320617676,15.263333320617676,15.465332984924316,15.03600025177002,15.432666778564451,28519500,0.0,0.0,0.0 -649,2015-12-29,15.812666893005373,15.812666893005373,15.847999572753906,15.303333282470703,15.337332725524902,36094500,0.3639066517353058,0.014691545628011227,0.6214017868041992 -650,2015-12-30,15.87266731262207,15.87266731262207,16.242000579833984,15.711333274841309,15.773332595825195,55468500,0.0,0.0,0.0 -651,2015-12-31,16.000667572021484,16.000667572021484,16.229999542236328,15.891332626342772,15.900667190551758,40725000,0.0,0.0,0.0 -652,2016-01-04,14.894000053405762,14.894000053405762,15.425333023071287,14.600000381469728,15.381333351135254,102406500,0.2902766386978328,0.5054436642676592,0.2042797515168786 -653,2016-01-05,14.895333290100098,14.895333290100098,15.12600040435791,14.666666984558104,15.09066677093506,47802000,0.5710970163345337,0.03603852167725563,0.39286449551582336 -654,2016-01-06,14.602666854858398,14.602666854858398,14.670000076293944,14.398667335510254,14.666666984558104,56686500,0.0,0.0,0.0 -655,2016-01-07,14.376667022705078,14.376667022705078,14.562666893005373,14.244667053222656,14.279333114624023,53314500,0.3782326901952426,0.010054402984678745,0.6117128928502401 -656,2016-01-08,14.06666660308838,14.06666660308838,14.696000099182127,14.0513334274292,14.52400016784668,54421500,0.12026885896921158,0.013607671484351158,0.8661234378814697 -657,2016-01-11,13.856666564941406,13.856666564941406,14.296667098999023,13.533332824707031,14.267333030700684,61371000,0.08504247479140759,0.014796489849686623,0.9001609981060028 -658,2016-01-12,13.998000144958496,13.998000144958496,14.249333381652832,13.687333106994627,14.106666564941406,46378500,0.0,0.0,0.0 -659,2016-01-13,13.354000091552734,13.354000091552734,14.17666721343994,13.333333015441896,14.133999824523926,61896000,0.0,0.0,0.0 -660,2016-01-14,13.745332717895508,13.745332717895508,14.0,12.892000198364258,13.480667114257812,97360500,0.08425721526145935,0.01087283156812191,0.9048699736595154 -661,2016-01-15,13.666000366210938,13.666000366210938,13.67133331298828,13.149999618530272,13.264666557312012,83679000,0.0,0.0,0.0 -662,2016-01-19,13.64799976348877,13.64799976348877,14.031332969665527,13.385333061218262,13.913999557495115,60580500,0.013700049370527267,0.9300481081008911,0.05625186860561371 -663,2016-01-20,13.24666690826416,13.24666690826416,13.41866683959961,12.75,13.293333053588867,87579000,0.0,0.0,0.0 -664,2016-01-21,13.33133316040039,13.33133316040039,13.548666954040527,13.001333236694336,13.436667442321776,47493000,0.0,0.0,0.0 -665,2016-01-22,13.50333309173584,13.50333309173584,13.699999809265137,13.268667221069336,13.653332710266112,46861500,0.0,0.0,0.0 -666,2016-01-25,13.092000007629396,13.092000007629396,13.571332931518556,13.058667182922363,13.337332725524902,40480500,0.0,0.0,0.0 -667,2016-01-26,12.904000282287598,12.904000282287598,13.187999725341797,12.592000007629396,13.113332748413086,74463000,0.0,0.0,0.0 -668,2016-01-27,12.538000106811523,12.538000106811523,12.883999824523926,12.38466739654541,12.825332641601562,54258000,0.0,0.0,0.0 -669,2016-01-28,12.646666526794434,12.646666526794434,12.751999855041504,12.160667419433594,12.719332695007324,68892000,0.0,0.0,0.0 -670,2016-01-29,12.74666690826416,12.74666690826416,12.916000366210938,12.538666725158691,12.66333293914795,42784500,0.03646653890609741,0.021778764203190804,0.9417546391487122 -671,2016-02-01,13.129332542419434,13.129332542419434,13.3013334274292,12.18333339691162,12.583999633789062,79464000,0.3487224718555808,0.49761885590851307,0.15365861542522907 -672,2016-02-02,12.185333251953123,12.185333251953123,12.874667167663574,12.01533317565918,12.82800006866455,86604000,0.04206599295139313,0.7995271682739258,0.1584068089723587 -673,2016-02-03,11.565333366394045,11.565333366394045,12.262666702270508,11.345333099365234,12.239333152770996,118971000,0.07809454016387463,0.4718486815690994,0.4500567466020584 -674,2016-02-04,11.68866729736328,11.68866729736328,11.732000350952148,11.13266658782959,11.380000114440918,65781000,0.17475074529647827,0.007547853048890829,0.8177013993263245 -675,2016-02-05,10.84000015258789,10.84000015258789,11.533332824707031,10.515999794006348,11.420000076293944,141564000,0.0,0.0,0.0 -676,2016-02-08,9.866000175476074,9.866000175476074,10.476667404174805,9.733332633972168,10.473333358764648,139695000,0.00691305473446846,0.9712703824043274,0.02181655913591385 -677,2016-02-09,9.883333206176758,9.883333206176758,10.652667045593262,9.403332710266112,9.48799991607666,129774000,0.3414383778969447,0.026210614790519077,0.6323509588837624 -678,2016-02-10,9.57800006866455,9.57800006866455,10.33133316040039,9.449333190917969,10.033332824707031,156097500,0.2571200274396688,0.2593060282524675,0.4835739596746862 -679,2016-02-11,10.031332969665527,10.031332969665527,10.883999824523926,9.800000190734863,10.133333206176758,213786000,0.2826217683032155,0.03391764126718044,0.6834606304764748 -680,2016-02-12,10.06933307647705,10.06933307647705,10.46733283996582,9.579999923706056,10.333333015441896,108537000,0.07189920544624329,0.016572970896959305,0.9115278124809265 -681,2016-02-16,10.344667434692385,10.344667434692385,10.863332748413086,10.27400016784668,10.579999923706056,83907000,0.052807942032814026,0.022869165986776352,0.9243228435516357 -682,2016-02-17,11.245332717895508,11.245332717895508,11.28933334350586,10.445332527160645,10.600000381469728,87378000,0.04461740702390671,0.019427472725510597,0.9359551072120667 -683,2016-02-18,11.118000030517578,11.118000030517578,11.529999732971191,10.98466682434082,11.494667053222656,58314000,0.0,0.0,0.0 -684,2016-02-19,11.10533332824707,11.10533332824707,11.166000366210938,10.833333015441896,10.910667419433594,44391000,0.0,0.0,0.0 -685,2016-02-22,11.849332809448242,11.849332809448242,11.927332878112791,11.32333278656006,11.341333389282228,75901500,0.06422348506748676,0.02382679795846343,0.9119497537612915 -686,2016-02-23,11.814000129699709,11.814000129699709,12.11533260345459,11.57866668701172,11.744000434875488,89766000,0.0,0.0,0.0 -687,2016-02-24,11.93333339691162,11.93333339691162,11.966667175292969,11.189332962036133,11.516667366027832,80934000,0.024811003357172012,0.8717978596687317,0.10339118540287018 -688,2016-02-25,12.495332717895508,12.495332717895508,12.567999839782717,11.68000030517578,11.90999984741211,86260500,0.4753437340259552,0.47805980034172535,0.04659644514322281 -689,2016-02-26,12.689332962036133,12.689332962036133,12.800000190734863,12.333333015441896,12.579999923706056,90976500,0.0,0.0,0.0 -690,2016-02-29,12.795332908630373,12.795332908630373,13.09000015258789,12.614666938781738,12.826666831970217,67485000,0.007744665257632732,0.9589734673500061,0.033281899988651276 -691,2016-03-01,12.423333168029783,12.423333168029783,13.063332557678224,12.18000030517578,12.949999809265137,100683000,0.04586322512477636,0.8606557250022888,0.09348106384277344 -692,2016-03-02,12.555999755859377,12.555999755859377,12.567999839782717,12.100000381469728,12.248666763305664,72936000,0.0,0.0,0.0 -693,2016-03-03,13.04933261871338,13.04933261871338,13.161333084106444,12.281332969665527,12.552000045776367,72435000,0.274048775434494,0.3788236789405346,0.3471275915702184 -694,2016-03-04,13.402667045593262,13.402667045593262,13.60200023651123,13.166666984558104,13.199999809265137,97336500,0.38442152738571167,0.3592248158529401,0.2563536614179611 -695,2016-03-07,13.685999870300291,13.685999870300291,13.979999542236328,13.15999984741211,13.178667068481444,79941000,0.0,0.0,0.0 -696,2016-03-08,13.506667137145996,13.506667137145996,13.833333015441896,13.479999542236328,13.56666660308838,62680500,0.0,0.0,0.0 -697,2016-03-09,13.914667129516602,13.914667129516602,13.958000183105469,13.519332885742188,13.63466739654541,48129000,0.03711867332458496,0.024327630177140236,0.9385536909103394 -698,2016-03-10,13.678667068481444,13.678667068481444,14.219332695007324,13.378000259399414,14.0,77887500,0.8785980343818665,0.011424035765230656,0.10997798293828964 -699,2016-03-11,13.833333015441896,13.833333015441896,13.961333274841309,13.68866729736328,13.862000465393066,50146500,0.8785980343818665,0.011424035765230656,0.10997798293828964 -700,2016-03-14,14.34333324432373,14.34333324432373,14.447999954223633,14.042667388916016,14.17666721343994,60985500,0.3856884092092514,0.017557359921435516,0.5967542311797539 -701,2016-03-15,14.555999755859377,14.555999755859377,14.597999572753906,14.100000381469728,14.284667015075684,47707500,0.05401693657040596,0.017608480527997017,0.9283745884895325 -702,2016-03-16,14.795332908630373,14.795332908630373,14.838666915893556,14.468000411987305,14.533332824707031,52750500,0.030412263236939907,0.1607450796291232,0.808842658996582 -703,2016-03-17,15.092000007629396,15.092000007629396,15.233332633972168,14.666666984558104,14.764666557312012,56743500,0.04702967777848244,0.014662678353488445,0.9383076429367065 -704,2016-03-18,15.515999794006348,15.515999794006348,15.631999969482422,15.20400047302246,15.273332595825195,70677000,0.0,0.0,0.0 -705,2016-03-21,15.887999534606934,15.887999534606934,15.991999626159668,15.666666984558104,15.689332962036133,79617000,0.0859502013772726,0.02019628183916211,0.8938535153865814 -706,2016-03-22,15.616000175476074,15.616000175476074,15.932666778564451,15.503999710083008,15.814000129699709,64740000,0.11807488153378169,0.01054584669570128,0.8713792959849039 -707,2016-03-23,14.838666915893556,14.838666915893556,15.648667335510254,14.802000045776367,15.4913330078125,74232000,0.1355522722005844,0.010859507136046886,0.8535882830619812 -708,2016-03-24,15.18333339691162,15.18333339691162,15.259332656860352,14.333333015441896,14.385333061218262,74413500,0.0,0.0,0.0 -709,2016-03-28,15.350666999816896,15.350666999816896,15.654000282287598,15.0,15.440667152404783,58885500,0.043908280630906425,0.21910792340834936,0.7369837760925293 -710,2016-03-29,15.342000007629396,15.342000007629396,15.491999626159668,15.022000312805176,15.326000213623049,60214500,0.05949720134958625,0.22586092678830028,0.714641872793436 -711,2016-03-30,15.12600040435791,15.12600040435791,15.699999809265137,15.100000381469728,15.672666549682615,60495000,0.05491482838988304,0.019966840610972474,0.9251183356557574 -712,2016-03-31,15.317999839782717,15.317999839782717,15.82800006866455,15.000666618347168,15.28933334350586,120193500,0.07838869883368413,0.13680389722188313,0.7848073785503705 -713,2016-04-01,15.839332580566406,15.839332580566406,16.52666664123535,15.550000190734863,16.32200050354004,239962500,0.2615062086245952,0.024146547254461508,0.7143472474163923 -714,2016-04-04,16.465999603271484,16.465999603271484,16.808000564575195,16.242666244506836,16.607999801635742,202129500,0.15497283484520658,0.23877959745004773,0.6062475671725613 -715,2016-04-05,17.031333923339844,17.031333923339844,17.104000091552734,16.0,16.03333282470703,149230500,0.03599831461906433,0.09747804204622905,0.8665236632029215 -716,2016-04-06,17.69466781616211,17.69466781616211,17.849332809448242,16.89666748046875,16.931333541870117,175582500,0.06592520931735635,0.36212895065546036,0.5719458535313606 -717,2016-04-07,17.14666748046875,17.14666748046875,17.95599937438965,16.96733283996582,17.76333236694336,132843000,0.07586421258747578,0.15484826577206454,0.7692875241239866 -718,2016-04-08,16.67133331298828,16.67133331298828,17.38800048828125,16.534666061401367,17.366666793823242,110458500,0.124726802110672,0.027478884905576706,0.8477943241596222 -719,2016-04-11,16.661333084106445,16.661333084106445,17.266000747680664,16.35333251953125,16.733333587646484,137425500,0.2648346731439233,0.5327085070312023,0.20245684869587421 -720,2016-04-12,16.521333694458008,16.521333694458008,16.786666870117188,16.242000579833984,16.633333206176758,86448000,0.48538920283317566,0.040590852266177535,0.4740199390798807 -721,2016-04-13,16.968666076660156,16.968666076660156,17.03333282470703,16.488666534423828,16.567333221435547,73884000,0.26106274127960205,0.014252893626689911,0.7246843576431274 -722,2016-04-14,16.790666580200195,16.790666580200195,17.12266731262207,16.73666763305664,16.866666793823242,61983000,0.0,0.0,0.0 -723,2016-04-15,16.96733283996582,16.96733283996582,16.97333335876465,16.607999801635742,16.753999710083008,56286000,0.0,0.0,0.0 -724,2016-04-18,16.92533302307129,16.92533302307129,17.220666885375977,16.777332305908203,16.815332412719727,64071000,0.2564493715763092,0.018177105113863945,0.7253735065460205 -725,2016-04-19,16.4913330078125,16.4913330078125,16.95800018310547,16.083332061767578,16.874666213989258,95362500,0.09492853616497346,0.535532111168972,0.36953934175627573 -726,2016-04-20,16.6646671295166,16.6646671295166,16.910667419433594,16.100000381469727,16.417333602905273,77911500,0.4184054434299469,0.011416232213377953,0.5701783299446106 -727,2016-04-21,16.55266761779785,16.55266761779785,16.726667404174805,16.46066665649414,16.599332809448242,41746500,0.3353062936415275,0.06233281580110391,0.6023608806232611 -728,2016-04-22,16.916667938232422,16.916667938232422,16.933332443237305,16.380666732788086,16.592666625976562,56794500,0.16385477408766747,0.07472192822024226,0.761423259973526 -729,2016-04-25,16.788000106811523,16.788000106811523,17.158666610717773,16.71733283996582,16.867332458496094,55054500,0.3755046526590983,0.015527165494859219,0.608968198299408 -730,2016-04-26,16.916000366210938,16.916000366210938,17.048667907714844,16.625999450683594,16.803333282470703,48357000,0.0,0.0,0.0 -731,2016-04-27,16.764667510986328,16.764667510986328,17.0,16.626667022705078,16.850000381469727,48087000,0.04246196895837784,0.8630847334861755,0.09445331990718842 -732,2016-04-28,16.513999938964844,16.513999938964844,16.89533233642578,16.496000289916992,16.656667709350586,37785000,0.5889564255873362,0.012623861121634642,0.39841972788174945 -733,2016-04-29,16.05066680908203,16.05066680908203,16.562000274658203,15.854000091552734,16.542667388916016,81207000,0.3293418486913045,0.010285254257420698,0.6603728731473287 -734,2016-05-02,16.1200008392334,16.1200008392334,16.21266746520996,15.654666900634766,16.100000381469727,57658500,0.2572898656129837,0.013853250630199909,0.7288568496704102 -735,2016-05-03,15.48799991607666,15.48799991607666,15.927332878112791,15.441332817077637,15.824000358581545,64533000,0.06982295364141464,0.01764473896473646,0.9125322997570038 -736,2016-05-04,14.837332725524902,14.837332725524902,15.630666732788086,14.69333267211914,15.352666854858398,130507500,0.1922412326769723,0.2823267887316404,0.5254319697137801 -737,2016-05-05,14.10200023651123,14.10200023651123,15.242667198181152,13.986000061035156,15.230667114257812,168822000,0.242178077952793,0.11686046733162724,0.6409614433606083 -738,2016-05-06,14.32866668701172,14.32866668701172,14.424667358398438,13.87399959564209,14.05799961090088,85278000,0.08300264767156197,0.19203266852463668,0.7249646662519529 -739,2016-05-09,13.928000450134276,13.928000450134276,14.40999984741211,13.786666870117188,14.381333351135254,71646000,0.2333162878639996,0.24170702369883657,0.5249766558408737 -740,2016-05-10,13.912667274475098,13.912667274475098,13.964667320251465,13.666666984558104,13.83666706085205,61059000,0.14373778738081455,0.46656171209178865,0.389700461179018 -741,2016-05-11,13.93066692352295,13.93066692352295,14.36533260345459,13.736666679382324,13.839332580566406,77428500,0.0,0.0,0.0 -742,2016-05-12,13.8186674118042,13.8186674118042,14.111332893371582,13.577333450317385,14.095999717712402,54757500,0.09758665164311726,0.051421431824564934,0.8509919246037801 -743,2016-05-13,13.84066677093506,13.84066677093506,14.079999923706056,13.779999732971191,13.85200023651123,42342000,0.045591140165925026,0.12294235825538635,0.8314664959907532 -744,2016-05-16,13.88599967956543,13.88599967956543,14.210000038146973,13.861332893371582,13.876667022705078,44241000,0.03156025893986225,0.35532469985385734,0.61311507721742 -745,2016-05-17,13.644000053405762,13.644000053405762,13.98799991607666,13.601332664489746,13.936667442321776,42654000,0.011812398210167885,0.9124581217765808,0.07572956383228302 -746,2016-05-18,14.07800006866455,14.07800006866455,14.354000091552734,13.850000381469728,13.94333267211914,84262500,0.2662065870200212,0.06033258906637247,0.6734608308627055 -747,2016-05-19,14.347332954406738,14.347332954406738,14.452667236328123,13.81999969482422,14.2413330078125,102994500,0.18274734386553368,0.14823967241682112,0.6690129588047663 -748,2016-05-20,14.685333251953123,14.685333251953123,14.703332901000977,14.423333168029783,14.465999603271484,135106500,0.20615901259912384,0.2251310700343715,0.5687099090880818 -749,2016-05-23,14.414667129516602,14.414667129516602,14.84000015258789,14.390666961669922,14.657999992370604,76537500,0.0,0.0,0.0 -750,2016-05-24,14.52733325958252,14.52733325958252,14.582667350769045,14.345333099365234,14.4399995803833,45207000,0.04849518463015556,0.12339550256729126,0.8281092643737793 -751,2016-05-25,14.638667106628418,14.638667106628418,14.757332801818848,14.434000015258787,14.52733325958252,46902000,0.03866537536183993,0.07669895390669505,0.8846356471379598 -752,2016-05-26,15.008000373840332,15.008000373840332,15.017333030700684,14.603333473205566,14.699999809265137,61086000,0.028274672105908394,0.043000511825084686,0.9287248849868774 -753,2016-05-27,14.869333267211914,14.869333267211914,15.062000274658203,14.716667175292969,14.999333381652832,54754500,0.0,0.0,0.0 -754,2016-05-31,14.881999969482422,14.881999969482422,14.983332633972168,14.766667366027832,14.869333267211914,41835000,0.0,0.0,0.0 -755,2016-06-01,14.637332916259766,14.637332916259766,14.826666831970217,14.459333419799805,14.76533317565918,44740500,0.24188661761581898,0.1575015688625475,0.6006118108828863 -756,2016-06-02,14.597332954406738,14.597332954406738,14.660667419433594,14.473999977111816,14.63933277130127,30492000,0.10271727908402681,0.1983812853693962,0.6989014491438865 -757,2016-06-03,14.599332809448242,14.599332809448242,14.79599952697754,14.534000396728516,14.666666984558104,33435000,0.21571821719408035,0.023711033165454865,0.7605707248051962 -758,2016-06-06,14.711999893188477,14.711999893188477,14.726667404174805,14.363332748413086,14.533332824707031,33742500,0.12736869355042776,0.009708325689037641,0.8629229664802551 -759,2016-06-07,15.489333152770996,15.489333152770996,15.629332542419434,14.767999649047852,14.815999984741213,93204000,0.22840013514672006,0.017698533167796477,0.7539012964282717 -760,2016-06-08,15.701333045959473,15.701333045959473,16.05666732788086,15.507332801818848,15.58666706085205,89580000,0.20710931532084942,0.01069892787684997,0.7821917583545049 -761,2016-06-09,15.290666580200195,15.290666580200195,15.68866729736328,15.137332916259766,15.665332794189451,67381500,0.1909726660232991,0.24244866124354303,0.5665786950848997 -762,2016-06-10,14.586000442504885,14.586000442504885,15.197999954223633,14.56133270263672,15.15933322906494,90399000,0.10087958942832691,0.22495240012982062,0.6741680130362511 -763,2016-06-13,14.524666786193848,14.524666786193848,15.0513334274292,14.510666847229004,14.633333206176758,62895000,0.03391755372285843,0.8696433305740356,0.09643915295600891 -764,2016-06-14,14.330666542053224,14.330666542053224,14.813332557678224,14.16866683959961,14.592000007629396,53703000,0.3867768794298172,0.022158296468357246,0.5910648157199224 -765,2016-06-15,14.513333320617676,14.513333320617676,14.793333053588867,14.342000007629396,14.463333129882812,43627500,0.10214723646640778,0.03839847445487976,0.8594542741775513 -766,2016-06-16,14.528667449951172,14.528667449951172,14.53600025177002,14.233332633972168,14.494667053222656,36604500,0.17195464670658112,0.009940438903868198,0.8181049227714539 -767,2016-06-17,14.364666938781738,14.364666938781738,14.666000366210938,14.300000190734863,14.52066707611084,46689000,0.0,0.0,0.0 -768,2016-06-20,14.646666526794434,14.646666526794434,14.916666984558104,14.548666954040527,14.633333206176758,53332500,0.23682409028212228,0.06137052892396847,0.7018054028352102 -769,2016-06-21,14.640666961669922,14.640666961669922,14.838000297546388,14.587332725524902,14.711999893188477,67935000,0.12325001188686915,0.0913818594334381,0.7853681359972272 -770,2016-06-22,13.11066722869873,13.11066722869873,13.729999542236328,13.050000190734863,13.29800033569336,356136000,0.1026684012884895,0.3398269236708681,0.5575046742955844 -771,2016-06-23,13.09333324432373,13.09333324432373,13.170000076293944,12.808667182922363,13.04599952697754,151960500,0.09284650892592393,0.3051743766722771,0.6019791106765087 -772,2016-06-24,12.876667022705078,12.876667022705078,13.008000373840332,12.648667335510254,12.670000076293944,105397500,0.020572395995259285,0.04570652171969414,0.9337210655212402 -773,2016-06-27,13.236666679382324,13.236666679382324,13.253999710083008,12.524666786193848,12.723999977111816,108081000,0.03334290301427245,0.07239433005452156,0.8942627906799316 -774,2016-06-28,13.452667236328123,13.452667236328123,13.603333473205566,13.293999671936035,13.459333419799805,93186000,0.03304316848516464,0.016354450955986977,0.9506024122238159 -775,2016-06-29,14.012666702270508,14.012666702270508,14.118666648864746,13.533332824707031,13.675333023071287,89923500,0.06074392795562744,0.25885193794965744,0.680404143674033 -776,2016-06-30,14.152000427246094,14.152000427246094,14.233332633972168,13.934666633605955,14.197999954223633,72646500,0.052038658099869885,0.4084700206294656,0.5394913390692737 -777,2016-07-01,14.43333339691162,14.43333339691162,14.54933261871338,13.733332633972168,13.742667198181152,81000000,0.07318654446862638,0.6300633500795811,0.29675009939819574 -778,2016-07-05,14.26533317565918,14.26533317565918,14.302666664123535,13.866666793823242,13.982000350952148,77629500,0.05872894771811035,0.5652084536850452,0.3760625918706258 -779,2016-07-06,14.29599952697754,14.29599952697754,14.34866714477539,13.93333339691162,14.0,73798500,0.08065010105761197,0.36897028151613015,0.5503796121248832 -780,2016-07-07,14.395999908447266,14.395999908447266,14.541333198547363,14.20066738128662,14.206666946411133,54180000,0.07506477534770965,0.48382312413305045,0.44111213833093643 -781,2016-07-08,14.45199966430664,14.45199966430664,14.654000282287598,14.300000190734863,14.520000457763672,61122000,0.05590659317870935,0.32375239953398705,0.6203409880399704 -782,2016-07-11,14.985333442687988,14.985333442687988,15.118666648864746,14.633999824523926,14.663999557495115,81447000,0.10149840312078595,0.22436265763826668,0.6741389495631059 -783,2016-07-12,14.976667404174805,14.976667404174805,15.166666984558104,14.881333351135254,14.9399995803833,68569500,0.17801261339336633,0.14309491319581866,0.6788924917578697 -784,2016-07-13,14.835332870483398,14.835332870483398,15.03933334350586,14.685999870300291,15.033332824707031,53506500,0.07039402099326253,0.3824837792975207,0.5471222065389156 -785,2016-07-14,14.768667221069336,14.768667221069336,14.996000289916992,14.736666679382324,14.874667167663574,40137000,0.030509847588837145,0.3891259204596281,0.5803642496466637 -786,2016-07-15,14.69333267211914,14.69333267211914,14.850000381469728,14.642666816711426,14.834667205810549,33513000,0.04598592408001423,0.2872409587725997,0.6667731255292892 -787,2016-07-18,15.083333015441896,15.083333015441896,15.13933277130127,14.553333282470703,14.642666816711426,51181500,0.488994337618351,0.011997615452855825,0.4990080576390028 -788,2016-07-19,15.017333030700684,15.017333030700684,15.273332595825195,14.983332633972168,15.0,46726500,0.031478082140286766,0.054801724230249725,0.9137201507886251 -789,2016-07-20,15.223999977111816,15.223999977111816,15.31999969482422,15.0,15.097999572753906,38527500,0.06743413954973221,0.0162163395434618,0.9163495302200317 -790,2016-07-21,14.699999809265137,14.699999809265137,15.1899995803833,14.606666564941406,15.06666660308838,66430500,0.1389360955128303,0.013579893570679884,0.8474839971615717 -791,2016-07-22,14.817999839782717,14.817999839782717,14.966667175292969,14.592000007629396,14.79933261871338,38695500,0.021556971594691277,0.7257000803947449,0.2527429759502411 -792,2016-07-25,15.333999633789062,15.333999633789062,15.425999641418455,14.758000373840332,14.817999839782717,67360500,0.08794134948402643,0.02130796480923891,0.8907506763935089 -793,2016-07-26,15.300666809082031,15.300666809082031,15.333333015441896,15.020000457763672,15.179332733154297,51450000,0.14242524108184235,0.6142622926272452,0.2433124730097396 -794,2016-07-27,15.232666969299316,15.232666969299316,15.557332992553713,15.128000259399414,15.28933334350586,43335000,0.24400646053254604,0.1259893967071548,0.6300041206801931 -795,2016-07-28,15.37399959564209,15.37399959564209,15.383999824523926,15.106666564941406,15.196666717529297,36286500,0.11391765251755714,0.013122701086103916,0.8729596436023712 -796,2016-07-29,15.652667045593262,15.652667045593262,15.685333251953123,15.349332809448242,15.380000114440918,46062000,0.07412689551711082,0.11479753907769918,0.8110755562782288 -797,2016-08-01,15.333999633789062,15.333999633789062,15.775333404541016,15.291999816894531,15.699999809265137,60244500,0.15921669037391742,0.15116529278457164,0.68961801653107 -798,2016-08-02,15.146666526794434,15.146666526794434,15.324666976928713,14.760000228881836,15.291333198547363,59016000,0.6497841051646641,0.023912899994424412,0.32630298499550137 -799,2016-08-03,15.052666664123535,15.052666664123535,15.313332557678224,14.947333335876465,15.157999992370604,58317000,0.2199933938164678,0.46983553614053464,0.3101710660590066 -800,2016-08-04,15.37399959564209,15.37399959564209,15.390666961669922,14.803333282470703,15.04599952697754,62205000,0.18464797628777369,0.15586904875401938,0.6594830080866814 -801,2016-08-05,15.335332870483398,15.335332870483398,15.466667175292969,15.15999984741211,15.333333015441896,48078000,0.18208338102946678,0.21505470977475247,0.6028619247178236 -802,2016-08-08,15.077333450317385,15.077333450317385,15.30666732788086,15.072667121887209,15.199999809265137,33954000,0.06401209346950054,0.023116812109947205,0.9128711223602295 -803,2016-08-09,15.272000312805176,15.272000312805176,15.435999870300291,15.109999656677246,15.121333122253418,33117000,0.09743484109640121,0.21236422611400485,0.690200924873352 -804,2016-08-10,15.043333053588867,15.043333053588867,15.324666976928713,14.974666595458984,15.215999603271484,35074500,0.24444488435983658,0.16284590249415487,0.5927091725170612 -805,2016-08-11,14.994000434875488,14.994000434875488,15.17133331298828,14.894000053405762,15.07800006866455,28213500,0.7572869062423706,0.007834616117179394,0.23487837612628937 -806,2016-08-12,15.040666580200195,15.040666580200195,15.109999656677246,14.935999870300291,15.02733325958252,27202500,0.4156782329082489,0.008816828019917011,0.5755048990249634 -807,2016-08-15,15.03933334350586,15.03933334350586,15.300000190734863,14.995332717895508,15.067999839782717,30514500,0.07740342016849253,0.3563806504632036,0.5662159389919705 -808,2016-08-16,14.907333374023438,14.907333374023438,15.145999908447266,14.894000053405762,15.03266716003418,34006500,0.218985203653574,0.017751605482771993,0.7632631734013557 -809,2016-08-17,14.88266658782959,14.88266658782959,14.988666534423828,14.853333473205566,14.95533275604248,26806500,0.04075329750776291,0.04491189122200012,0.9143348336219788 -810,2016-08-18,14.900667190551758,14.900667190551758,15.043999671936035,14.81933307647705,14.92133331298828,25717500,0.04075329750776291,0.04491189122200012,0.9143348336219788 -811,2016-08-19,15.0,15.0,15.011333465576172,14.835332870483398,14.902667045593262,24892500,0.558042279134194,0.10185533047964175,0.34010245899359387 -812,2016-08-22,14.862000465393066,14.862000465393066,15.007332801818848,14.845333099365234,14.944666862487791,30982500,0.029308630153536797,0.41614187695086,0.5545494481921196 -813,2016-08-23,14.989333152770996,14.989333152770996,15.232666969299316,14.853333473205566,14.954667091369627,71766000,0.255730059184134,0.04696925077587366,0.6973006874322891 -814,2016-08-24,14.841333389282228,14.841333389282228,15.143333435058594,14.814666748046877,15.136667251586914,38560500,0.09948835190799502,0.016750973752803273,0.8837606906890869 -815,2016-08-25,14.730667114257812,14.730667114257812,14.920000076293944,14.718000411987305,14.87399959564209,26437500,0.8139366507530212,0.0129369106143713,0.17312633991241455 -816,2016-08-26,14.666000366210938,14.666000366210938,14.857333183288574,14.588000297546388,14.809332847595217,33585000,0.7905275225639343,0.014597289264202118,0.19487516582012177 -817,2016-08-29,14.346667289733888,14.346667289733888,14.69333267211914,14.333333015441896,14.67666721343994,48994500,0.0,0.0,0.0 -818,2016-08-30,14.089332580566406,14.089332580566406,14.407333374023438,14.034667015075684,14.407333374023438,47533500,0.0,0.0,0.0 -819,2016-08-31,14.133999824523926,14.133999824523926,14.173333168029783,13.90999984741211,14.028667449951172,49147500,0.34884581125030917,0.015641235280781984,0.6355129803220431 -820,2016-09-01,13.38466739654541,13.38466739654541,14.07333278656006,13.366666793823242,13.934000015258787,119146500,0.022905239649116994,0.7181104868650436,0.2589843116700649 -821,2016-09-02,13.185333251953123,13.185333251953123,13.546667098999023,13.079999923706056,13.488666534423828,89661000,0.14230354223400354,0.7790245115756989,0.07867193594574928 -822,2016-09-06,13.522000312805176,13.522000312805176,13.550000190734863,13.266667366027832,13.267999649047852,65859000,0.2552921362221241,0.1648918902501464,0.5798159837722778 -823,2016-09-07,13.447333335876465,13.447333335876465,13.766667366027832,13.380666732788086,13.699999809265137,54613500,0.03278390318155289,0.02276269905269146,0.9444534182548523 -824,2016-09-08,13.157333374023438,13.157333374023438,13.326000213623049,13.09066677093506,13.303333282470703,50668500,0.2987454626709223,0.3332401940599084,0.3680143591016531 -825,2016-09-09,12.964667320251465,12.964667320251465,13.32800006866455,12.91333293914795,13.272666931152344,56355000,0.04773774370551109,0.015578276477754116,0.9366839528083801 -826,2016-09-12,13.220000267028809,13.220000267028809,13.424667358398438,12.9399995803833,13.0,55728000,0.15682183019816875,0.08224037289619446,0.7609378397464752 -827,2016-09-13,13.06999969482422,13.06999969482422,13.232666969299316,12.896666526794434,13.137332916259766,53841000,0.33122253755573183,0.21818535577040166,0.4505921043455601 -828,2016-09-14,13.093999862670898,13.093999862670898,13.194666862487791,12.990667343139648,13.050000190734863,33817500,0.03146934819718202,0.15724229998886585,0.8112883567810059 -829,2016-09-15,13.361332893371582,13.361332893371582,13.501333236694336,13.09333324432373,13.099332809448242,46158000,0.229395904019475,0.2713251613080502,0.4992789410054684 -830,2016-09-16,13.69333267211914,13.69333267211914,13.713333129882812,13.266667366027832,13.361332893371582,46617000,0.11681414448789187,0.09602440068764347,0.7871614566871098 -831,2016-09-19,13.755999565124512,13.755999565124512,13.961999893188477,13.666666984558104,13.800000190734863,34492500,0.08566412283107638,0.6512354919686913,0.26310036703944206 -832,2016-09-20,13.642666816711426,13.642666816711426,13.850000381469728,13.593999862670898,13.789999961853027,36157500,0.07287619507405907,0.2462665648199618,0.6808572728186846 -833,2016-09-21,13.6813325881958,13.6813325881958,13.800000190734863,13.437333106994627,13.758000373840332,39502500,0.08958437293767929,0.01175842247903347,0.8986572027206421 -834,2016-09-22,13.76200008392334,13.76200008392334,13.8186674118042,13.533332824707031,13.760000228881836,35743500,0.07114054756239056,0.27671483969315885,0.6521446160972119 -835,2016-09-23,13.829999923706056,13.829999923706056,14.01200008392334,13.711333274841309,13.732666969299316,43578000,0.054274200648069384,0.15855743363499641,0.7871683597564697 -836,2016-09-26,13.932666778564451,13.932666778564451,14.06666660308838,13.766667366027832,13.766667366027832,35916000,0.043479387648403645,0.026153046172112226,0.9303675442934036 -837,2016-09-27,13.720666885375977,13.720666885375977,13.998666763305664,13.640666961669922,13.976667404174805,50598000,0.1067562848329544,0.07857134193181992,0.8146723508834839 -838,2016-09-28,13.751333236694336,13.751333236694336,13.883333206176758,13.684000015258787,13.833999633789062,31326000,0.09714417904615402,0.058610519394278526,0.8442452847957611 -839,2016-09-29,13.380000114440918,13.380000114440918,13.821999549865724,13.371999740600586,13.706666946411133,40905000,0.0812054058122966,0.3330590903965963,0.5857355015145408 -840,2016-09-30,13.60200023651123,13.60200023651123,13.665332794189451,13.303333282470703,13.480667114257812,38794500,0.03840167075395584,0.4545649979263544,0.5070333679517111 -841,2016-10-03,14.24666690826416,14.24666690826416,14.378000259399414,13.883333206176758,14.153332710266112,89998500,0.9473938345909119,0.019511647522449493,0.03309445455670357 -842,2016-10-04,14.093999862670898,14.093999862670898,14.221332550048828,13.92133331298828,14.206666946411133,53122500,0.0,0.0,0.0 -843,2016-10-05,13.897333145141602,13.897333145141602,14.210000038146973,13.874667167663574,14.149333000183104,28162500,0.1537172794342041,0.009252391755580902,0.837030291557312 -844,2016-10-06,13.399999618530272,13.399999618530272,13.61400032043457,13.347332954406738,13.497332572937012,70551000,0.009711368009448051,0.9450396597385406,0.04524895176291466 -845,2016-10-07,13.107333183288574,13.107333183288574,13.42133331298828,13.053333282470703,13.399999618530272,52395000,0.06729813665151596,0.030722828581929207,0.9019790291786194 -846,2016-10-10,13.396666526794434,13.396666526794434,13.609333038330078,13.310667037963867,13.423333168029783,49744500,0.17924045895536742,0.4521887665614486,0.3685707400242488 -847,2016-10-11,13.34000015258789,13.34000015258789,13.479999542236328,13.220666885375977,13.456666946411133,34926000,0.05203897940615813,0.3486227359001835,0.5993382483720779 -848,2016-10-12,13.434000015258787,13.434000015258787,13.592000007629396,13.361332893371582,13.396666526794434,29560500,0.04762959107756615,0.07407397776842117,0.8782964229583741 -849,2016-10-13,13.349332809448242,13.349332809448242,13.393333435058594,13.136667251586914,13.366666793823242,37419000,0.07523243092000484,0.07714166007936,0.8476259112358093 -850,2016-10-14,13.100666999816896,13.100666999816896,13.428667068481444,13.08666706085205,13.37733268737793,64048500,0.07845217982927959,0.17292825349917015,0.7486195663611094 -851,2016-10-17,12.93066692352295,12.93066692352295,13.22599983215332,12.800000190734863,13.136667251586914,68311500,0.3328041136264801,0.24572367360815406,0.4214722439646721 -852,2016-10-18,13.273332595825195,13.273332595825195,13.29800033569336,12.883999824523926,13.065999984741213,85207500,0.16089378794034323,0.06371828106542428,0.7753879229227701 -853,2016-10-19,13.570667266845703,13.570667266845703,13.77733325958252,13.20400047302246,13.315999984741213,104868000,0.04512898623943329,0.022136502899229527,0.9327345192432404 -854,2016-10-20,13.273332595825195,13.273332595825195,13.533332824707031,13.136667251586914,13.474666595458984,76093500,0.19576389103063516,0.06532176118344069,0.7389143407344818 -855,2016-10-21,13.339332580566406,13.339332580566406,13.437999725341797,13.160667419433594,13.239999771118164,44151000,0.16925412900745868,0.09962841514497996,0.7311174511909485 -856,2016-10-24,13.517333030700684,13.517333030700684,13.596667289733888,13.350000381469728,13.399999618530272,41274000,0.15508102315167585,0.3308750344440341,0.5140439240882794 -857,2016-10-25,13.489333152770996,13.489333152770996,13.645999908447266,13.41333293914795,13.526666641235352,36675000,0.028170349076390266,0.4809343572705984,0.4908952321857214 -858,2016-10-26,13.482666969299316,13.482666969299316,13.54599952697754,13.34000015258789,13.399999618530272,84492000,0.5444328784942627,0.2262659901036666,0.22930113283487466 -859,2016-10-27,13.600666999816896,13.600666999816896,14.24666690826416,13.44333267211914,14.089332580566406,196405500,0.19374419769479168,0.2948601951615678,0.5113955965886513 -860,2016-10-28,13.33133316040039,13.33133316040039,13.687999725341797,13.321999549865724,13.600000381469728,64201500,0.04570260550826788,0.01727189403027296,0.9370255172252655 -861,2016-10-31,13.182000160217283,13.182000160217283,13.499333381652832,13.053999900817873,13.499333381652832,70384500,0.07283294945955276,0.03437566038753305,0.8927913989339556 -862,2016-11-01,12.719332695007324,12.719332695007324,13.233332633972168,12.540666580200195,13.202667236328123,105900000,0.41368056647479534,0.24303523916751146,0.34328419032196206 -863,2016-11-02,12.534667015075684,12.534667015075684,12.846667289733888,12.500666618347168,12.670000076293944,63801000,0.06777559816837311,0.026592645421624185,0.905631709098816 -864,2016-11-03,12.494667053222656,12.494667053222656,12.764666557312012,12.469332695007324,12.600000381469728,39795000,0.0,0.0,0.0 -865,2016-11-04,12.70400047302246,12.70400047302246,12.897333145141602,12.397333145141602,12.600000381469728,77190000,0.23027081042528152,0.03568277694284916,0.7340464027864593 -866,2016-11-07,12.880666732788086,12.880666732788086,12.952667236328123,12.670000076293944,12.906000137329102,58051500,0.03234607353806496,0.13576532900333405,0.8318885564804077 -867,2016-11-08,12.996000289916992,12.996000289916992,13.166000366210938,12.750666618347168,12.919333457946776,49014000,0.12696247547864914,0.036875230725854635,0.8361622989177704 -868,2016-11-09,12.670666694641112,12.670666694641112,12.800000190734863,12.263333320617676,12.458666801452637,122596500,0.4010660629719496,0.01929895207285881,0.5796350315213203 -869,2016-11-10,12.356666564941406,12.356666564941406,12.77400016784668,12.027999877929688,12.736666679382324,101254500,0.04638857580721378,0.45731538627296686,0.4962960109114647 -870,2016-11-11,12.570667266845703,12.570667266845703,12.592000007629396,12.199999809265137,12.28266716003418,59827500,0.06841663271188736,0.03153995176156362,0.9000434279441833 -871,2016-11-14,12.096667289733888,12.096667289733888,12.550000190734863,11.879332542419434,12.533332824707031,98283000,0.0651572197675705,0.030608566477894783,0.9042342305183411 -872,2016-11-15,12.251333236694336,12.251333236694336,12.428667068481444,12.136667251586914,12.185333251953123,58530000,0.05351397022604942,0.022157044615596533,0.92432901263237 -873,2016-11-16,12.26200008392334,12.26200008392334,12.315333366394045,12.080666542053224,12.17666721343994,51516000,0.2902834564447403,0.0492556132376194,0.6604609191417694 -874,2016-11-17,12.577333450317385,12.577333450317385,12.63266658782959,12.140666961669922,12.232666969299316,73306500,0.12210962548851967,0.03150762151926756,0.8463827595114708 -875,2016-11-18,12.334667205810549,12.334667205810549,12.866666793823242,12.333333015441896,12.710000038146973,78154500,0.13464184531143733,0.07051260702844177,0.7948455555098397 -876,2016-11-21,12.3013334274292,12.3013334274292,12.592666625976562,12.293999671936035,12.336000442504885,65415000,0.03724745474755764,0.12790544144809246,0.8348471224308014 -877,2016-11-22,12.744667053222656,12.744667053222656,12.764666557312012,12.247332572937012,12.38933277130127,84051000,0.34224511310458183,0.010157858952879906,0.6475970149040222 -878,2016-11-23,12.87600040435791,12.87600040435791,13.042667388916016,12.600000381469728,12.707332611083984,73378500,0.0,0.0,0.0 -879,2016-11-25,13.109999656677246,13.109999656677246,13.149333000183104,12.90933322906494,12.90933322906494,35491500,0.0,0.0,0.0 -880,2016-11-28,13.074666976928713,13.074666976928713,13.289999961853027,12.970000267028809,13.031999588012695,67938000,0.025594418868422508,0.8978816270828247,0.0765240341424942 -881,2016-11-29,12.637999534606934,12.637999534606934,13.11533260345459,12.633333206176758,13.03733253479004,66589500,0.11576559580862522,0.46584518486633897,0.4183892235159874 -882,2016-11-30,12.626667022705078,12.626667022705078,12.792667388916016,12.5,12.733332633972168,53206500,0.08292991667985916,0.01631522737443447,0.9007548093795776 -883,2016-12-01,12.125332832336426,12.125332832336426,12.5686674118042,12.06666660308838,12.550000190734863,76896000,0.14585384912788868,0.43849653052166104,0.4156496562063694 -884,2016-12-02,12.097999572753906,12.097999572753906,12.325332641601562,12.0,12.19200038909912,60634500,0.0,0.0,0.0 -885,2016-12-05,12.453332901000977,12.453332901000977,12.592666625976562,12.167332649230955,12.167332649230955,61083000,0.0,0.0,0.0 -886,2016-12-06,12.390000343322754,12.390000343322754,12.43866729736328,12.178667068481444,12.368000030517578,50874000,0.01651218719780445,0.9416080117225647,0.0418798066675663 -887,2016-12-07,12.876667022705078,12.876667022705078,12.893333435058594,12.333333015441896,12.40999984741211,81928500,0.014887453755363822,0.9505729824304581,0.034539584536105394 -888,2016-12-08,12.81933307647705,12.81933307647705,12.833333015441896,12.63599967956543,12.803333282470703,47911500,0.0,0.0,0.0 -889,2016-12-09,12.812000274658203,12.812000274658203,12.922666549682615,12.720666885375977,12.724666595458984,40837500,0.0,0.0,0.0 -890,2016-12-12,12.82866668701172,12.82866668701172,12.961333274841309,12.745332717895508,12.853333473205566,36583500,0.041216809302568436,0.8384063243865967,0.12037688493728638 -891,2016-12-13,13.210000038146973,13.210000038146973,13.41866683959961,12.866666793823242,12.878666877746582,102358500,0.2838569184144338,0.01058244394759337,0.7055606444676717 -892,2016-12-14,13.246000289916992,13.246000289916992,13.533332824707031,13.11733341217041,13.249333381652832,62263500,0.06545174494385719,0.01970324090992411,0.9148449897766113 -893,2016-12-15,13.17199993133545,13.17199993133545,13.38266658782959,13.15933322906494,13.227333068847656,48294000,0.031700499355793,0.4113272428512573,0.5569722801446915 -894,2016-12-16,13.499333381652832,13.499333381652832,13.505999565124512,13.173333168029783,13.20533275604248,56953500,0.0,0.0,0.0 -895,2016-12-19,13.51533317565918,13.51533317565918,13.630000114440918,13.322667121887209,13.499333381652832,52321500,0.1858109086751938,0.013688904233276844,0.800500214099884 -896,2016-12-20,13.919333457946776,13.919333457946776,13.93333339691162,13.5,13.536666870117188,70336500,0.10742158144712448,0.02128421124070883,0.8712942004203796 -897,2016-12-21,13.846667289733888,13.846667289733888,14.148667335510254,13.827333450317385,13.896666526794434,78114000,0.37553079550464946,0.020531706822415192,0.6039374570051829 -898,2016-12-22,13.896666526794434,13.896666526794434,13.999333381652832,13.766667366027832,13.881333351135254,46666500,0.05793322995305061,0.0482088178396225,0.8938578963279724 -899,2016-12-23,14.22266674041748,14.22266674041748,14.229999542236328,13.847332954406738,13.866666793823242,70057500,0.07737251867850621,0.02725495056559642,0.8953725099563599 -900,2016-12-27,14.635333061218262,14.635333061218262,14.81666660308838,14.29466724395752,14.325332641601562,88735500,0.3311049327254295,0.018112067319452762,0.6507830440998077 -901,2016-12-28,14.649333000183104,14.649333000183104,14.920000076293944,14.479999542236328,14.768667221069336,56737500,0.03890693932771683,0.09593536642690499,0.865157683690389 -902,2016-12-29,14.312000274658203,14.312000274658203,14.613332748413086,14.274666786193848,14.570667266845703,60675000,0.19675765745341778,0.03370561124756932,0.7695367336273193 -903,2016-12-30,14.246000289916992,14.246000289916992,14.5,14.112000465393066,14.420000076293944,69639000,0.2260938286781311,0.009545545093715191,0.7643606066703796 -904,2017-01-03,14.465999603271484,14.465999603271484,14.68866729736328,14.064000129699709,14.324000358581545,88849500,0.034655412286520006,0.7573837831616401,0.2079607777297497 -905,2017-01-04,15.13266658782959,15.13266658782959,15.199999809265137,14.28733253479004,14.31666660308838,168202500,0.16875764541327953,0.23958455817773938,0.5916577893076465 -906,2017-01-05,15.116666793823242,15.116666793823242,15.165332794189451,14.796667098999023,15.094667434692385,88675500,0.1891977908089757,0.3250161275888483,0.4857860679427783 -907,2017-01-06,15.267333030700684,15.267333030700684,15.354000091552734,15.029999732971191,15.128666877746582,82918500,0.23045053705573082,0.015937260972956818,0.753612240155538 -908,2017-01-09,15.41866683959961,15.41866683959961,15.461333274841309,15.199999809265137,15.264666557312012,59692500,0.2752876778443654,0.015503675676882267,0.7092086871465048 -909,2017-01-10,15.324666976928713,15.324666976928713,15.466667175292969,15.12600040435791,15.466667175292969,54900000,0.03577420487999916,0.1195087656378746,0.8447170257568359 -910,2017-01-11,15.315333366394045,15.315333366394045,15.33199977874756,15.112000465393066,15.271332740783691,54762000,0.1816062475554645,0.18188271252438426,0.6365110576152802 -911,2017-01-12,15.305999755859377,15.305999755859377,15.380000114440918,15.038666725158691,15.27066707611084,56853000,0.0,0.0,0.0 -912,2017-01-13,15.850000381469728,15.850000381469728,15.856666564941406,15.305999755859377,15.333333015441896,91395000,0.12074978370219469,0.019184013828635216,0.8600661754608154 -913,2017-01-17,15.70533275604248,15.70533275604248,15.997332572937012,15.624667167663574,15.779999732971191,69262500,0.4611377418041229,0.013519621454179287,0.5253427028656006 -914,2017-01-18,15.890666961669922,15.890666961669922,15.980667114257812,15.70533275604248,15.776666641235352,56535000,0.3318900167942047,0.0073196766898036,0.6607903838157654 -915,2017-01-19,16.250667572021484,16.250667572021484,16.57866668701172,16.049999237060547,16.483333587646484,115984500,0.19633175908691353,0.4604235134190983,0.34324470741881263 -916,2017-01-20,16.315332412719727,16.315332412719727,16.399999618530273,16.200666427612305,16.36400032043457,63064500,0.04157458618283272,0.09330373257398605,0.8651216626167297 -917,2017-01-23,16.594667434692383,16.594667434692383,16.72599983215332,16.366666793823242,16.389999389648438,93943500,0.0,0.0,0.0 -918,2017-01-24,16.974000930786133,16.974000930786133,16.98666763305664,16.643333435058594,16.666667938232422,74482500,0.0,0.0,0.0 -919,2017-01-25,16.96466636657715,16.96466636657715,17.230667114257812,16.786666870117188,17.15399932861328,77139000,0.0,0.0,0.0 -920,2017-01-26,16.833999633789062,16.833999633789062,17.049333572387695,16.71666717529297,16.952667236328125,47281500,0.013639821050067743,0.9097148180007935,0.07664535691340764 -921,2017-01-27,16.863332748413086,16.863332748413086,16.866666793823242,16.56800079345703,16.7586669921875,47494500,0.0,0.0,0.0 -922,2017-01-30,16.708667755126953,16.708667755126953,17.019332885742188,16.47333335876465,16.8353328704834,57016500,0.2317350742717584,0.26324399126072723,0.5050209810336431 -923,2017-01-31,16.795333862304688,16.795333862304688,17.05933380126953,16.51333236694336,16.615999221801758,61741500,0.16937571042217314,0.4838000820018351,0.3468242585659027 -924,2017-02-01,16.615999221801758,16.615999221801758,16.8799991607666,16.60333251953125,16.8700008392334,59382000,0.0715752247382294,0.3102704336528074,0.6181543474508957 -925,2017-02-02,16.770000457763672,16.770000457763672,16.827999114990234,16.513999938964844,16.555999755859375,37497000,0.2966504842042923,0.012545385397970676,0.6908041834831238 -926,2017-02-03,16.755332946777344,16.755332946777344,16.812000274658203,16.64533233642578,16.79400062561035,32800500,0.0,0.0,0.0 -927,2017-02-06,17.184667587280273,17.184667587280273,17.187999725341797,16.708667755126953,16.733333587646484,53437500,0.03296549990773201,0.4065793603658676,0.5604551285505295 -928,2017-02-07,17.165332794189453,17.165332794189453,17.333332061767578,17.094667434692383,17.21266746520996,63672000,0.3268491340180238,0.029867555014789104,0.6432833274205526 -929,2017-02-08,17.472000122070312,17.472000122070312,17.55733299255371,17.079999923706055,17.156667709350586,58995000,0.0,0.0,0.0 -930,2017-02-09,17.946666717529297,17.946666717529297,18.07866668701172,17.74333381652832,17.75,117303000,0.0817463348309199,0.1288599275673429,0.7893937279780706 -931,2017-02-10,17.948667526245117,17.948667526245117,18.06333351135254,17.74066734313965,17.986000061035156,54295500,0.033130964264273643,0.8360528747240702,0.1308161752919356 -932,2017-02-13,18.706666946411133,18.706666946411133,18.71933364868164,18.03400039672852,18.04933357238769,105444000,0.41408468037843704,0.026070603751577437,0.5598447332158685 -933,2017-02-14,18.73200035095215,18.73200035095215,19.159332275390625,18.573999404907227,18.60199928283692,110178000,0.2250660757223765,0.00962584667528669,0.7653080622355143 -934,2017-02-15,18.65066719055176,18.65066719055176,18.81599998474121,18.429332733154297,18.666667938232425,74218500,0.5186155252158642,0.029050946856538456,0.4523334950208664 -935,2017-02-16,17.93000030517578,17.93000030517578,18.666667938232425,17.899999618530273,18.50666618347168,106159500,0.16484292596578598,0.20777065539732575,0.6273863911628723 -936,2017-02-17,18.148666381835938,18.148666381835938,18.19266700744629,17.610000610351562,17.719999313354492,93856500,0.4611377418041229,0.013519621454179287,0.5253427028656006 -937,2017-02-21,18.49266624450684,18.49266624450684,18.76000022888184,18.267332077026367,18.36333274841309,85150500,0.26217792369425297,0.21045620529912412,0.5273658633232117 -938,2017-02-22,18.233999252319336,18.233999252319336,18.89666748046875,18.17333221435547,18.687332153320312,131325000,0.20513595284761063,0.37494731827505995,0.41991672485268544 -939,2017-02-23,17.06599998474121,17.06599998474121,17.643999099731445,17.03733253479004,17.600000381469727,223728000,0.27408175596169065,0.28613716629999025,0.43978110354925903 -940,2017-02-24,17.133333206176758,17.133333206176758,17.21666717529297,16.68000030517578,16.8439998626709,122574000,0.4221647046506405,0.12356857303529978,0.4542667642235756 -941,2017-02-27,16.415332794189453,16.415332794189453,16.55733299255371,16.134000778198242,16.544666290283203,171912000,0.029742144669095676,0.6562029818693796,0.31405480206012726 -942,2017-02-28,16.666000366210938,16.666000366210938,16.733333587646484,16.260000228881836,16.279333114624023,91171500,0.27171388640999794,0.05231994949281216,0.6759661287069321 -943,2017-03-01,16.667999267578125,16.667999267578125,16.989999771118164,16.607332229614258,16.94533348083496,72142500,0.010195956798270345,0.9405556321144104,0.04924843739718199 -944,2017-03-02,16.698667526245117,16.698667526245117,16.885332107543945,16.551332473754883,16.6473331451416,50277000,0.6857927814126015,0.012171093374490738,0.3020361624658108 -945,2017-03-03,16.771333694458008,16.771333694458008,16.793333053588867,16.600000381469727,16.715999603271484,43791000,0.2605975307524204,0.43956793611869216,0.299834493547678 -946,2017-03-06,16.747333526611328,16.747333526611328,16.780000686645508,16.500667572021484,16.527332305908203,50332500,0.03069252148270607,0.05303950607776642,0.9162679314613342 -947,2017-03-07,16.57266616821289,16.57266616821289,16.926000595092773,16.55466651916504,16.794666290283203,51892500,0.16561654210090637,0.008784067817032337,0.8255993723869324 -948,2017-03-08,16.45800018310547,16.45800018310547,16.67133331298828,16.35466766357422,16.46666717529297,55878000,0.16348422691226006,0.012788180261850357,0.8237276077270508 -949,2017-03-09,16.32666778564453,16.32666778564453,16.577333450317383,16.200000762939453,16.5086669921875,58189500,0.2359464094042778,0.053961703243354954,0.7100918889045715 -950,2017-03-10,16.246000289916992,16.246000289916992,16.433332443237305,16.200000762939453,16.413999557495117,45994500,0.5311676755547523,0.0329692754894495,0.4358630418777466 -951,2017-03-13,16.411333084106445,16.411333084106445,16.456666946411133,16.185333251953125,16.321332931518555,45339000,0.12303876280784606,0.02013262119144201,0.8568286299705505 -952,2017-03-14,17.200000762939453,17.200000762939453,17.20800018310547,16.40133285522461,16.407333374023438,113976000,0.202355166276296,0.05108944668124119,0.746555378039678 -953,2017-03-15,17.048667907714844,17.048667907714844,17.399999618530273,16.951332092285156,17.133333206176758,79962000,0.22760205566883088,0.014645786583423614,0.7577521681785584 -954,2017-03-16,17.469999313354492,17.469999313354492,17.71666717529297,17.270666122436523,17.49333381652832,106983000,0.4359723764161269,0.03275717484454314,0.531270424524943 -955,2017-03-17,17.433332443237305,17.433332443237305,17.68866729736328,17.413333892822266,17.600000381469727,97462500,0.23726071044802666,0.06822653314364809,0.6945127376488277 -956,2017-03-20,17.461332321166992,17.461332321166992,17.636667251586914,17.254667282104492,17.373332977294922,54214500,0.038510918617248535,0.02688470296561718,0.9346044063568115 -957,2017-03-21,16.711999893188477,16.711999893188477,17.65333366394043,16.682666778564453,17.52199935913086,103629000,0.8305312395095825,0.08616514503955841,0.08330363035202026 -958,2017-03-22,17.000667572021484,17.000667572021484,17.004667282104492,16.700666427612305,16.770666122436523,60889500,0.0,0.0,0.0 -959,2017-03-23,16.985332489013672,16.985332489013672,17.17799949645996,16.886667251586914,17.025999069213867,49803000,0.0,0.0,0.0 -960,2017-03-24,17.54400062561035,17.54400062561035,17.592666625976562,17.000667572021484,17.046667098999023,84709500,0.1171046569943428,0.011532696895301342,0.8713626265525818 -961,2017-03-27,18.014667510986328,18.014667510986328,18.038000106811523,17.316667556762695,17.373332977294922,93462000,0.2302570290863514,0.023999681696295738,0.7457432925701142 -962,2017-03-28,18.49666786193848,18.49666786193848,18.71199989318848,18.33333206176757,18.468000411987305,119814000,0.4602765150368214,0.08634160589426756,0.45338190235197545 -963,2017-03-29,18.492000579833984,18.492000579833984,18.63999938964844,18.36933326721192,18.55599975585937,55143000,0.3067072530587514,0.012293394344548384,0.6809993187586466 -964,2017-03-30,18.527999877929688,18.527999877929688,18.799999237060547,18.48066711425781,18.535999298095703,62226000,0.17803655564785004,0.19652102887630463,0.625442385673523 -965,2017-03-31,18.553333282470703,18.553333282470703,18.64533233642578,18.42133331298828,18.582000732421875,49419000,0.11292858049273491,0.3945962116122246,0.4924751967191696 -966,2017-04-03,19.90133285522461,19.90133285522461,19.933332443237305,18.972000122070312,19.12666702270508,208329000,0.40799038315361197,0.1457635655321858,0.44624604657292366 -967,2017-04-04,20.24666786193848,20.24666786193848,20.320667266845703,19.635332107543945,19.792667388916016,152019000,0.1607256600012382,0.242876716889441,0.5963976184527079 -968,2017-04-05,19.666667938232425,19.666667938232425,20.32533264160156,19.61333274841309,20.13599967956543,118213500,0.0776655413210392,0.11078305263072252,0.8115513622760773 -969,2017-04-06,19.913333892822266,19.913333892822266,20.12933349609375,19.606666564941406,19.79199981689453,82809000,0.060003457590937614,0.22841145191341639,0.7115851417183876 -970,2017-04-07,20.16933250427246,20.16933250427246,20.179332733154297,19.809999465942383,19.83333206176757,68694000,0.056051316360632576,0.022809161494175594,0.9211395382881165 -971,2017-04-10,20.826000213623047,20.826000213623047,20.915332794189453,20.58066749572754,20.61000061035156,114967500,0.4451235462911427,0.01565532386302948,0.5392211205326021 -972,2017-04-11,20.58066749572754,20.58066749572754,20.89800071716309,20.36666679382324,20.89200019836425,85869000,0.18830493781715632,0.5595943868160248,0.2521006792783737 -973,2017-04-12,19.78933334350586,19.78933334350586,20.56333351135254,19.75466728210449,20.422666549682617,90760500,0.34693205856125464,0.24594665140929547,0.40712126276709815 -974,2017-04-13,20.26666641235352,20.26666641235352,20.49266624450684,19.68666648864746,19.780000686645508,139269000,0.16679273545742035,0.05329663911834359,0.7799105951562524 -975,2017-04-17,20.09600067138672,20.09600067138672,20.26666641235352,19.91200065612793,20.18000030517578,62080500,0.20961587193111578,0.6050572460517287,0.18532690157492956 -976,2017-04-18,20.01666641235352,20.01666641235352,20.05599975585937,19.86000061035156,19.979999542236328,45535500,0.4336362377119561,0.3285224352342387,0.23784137268861136 -977,2017-04-19,20.36800003051757,20.36800003051757,20.44133377075196,20.14066696166992,20.16399955749512,58470000,0.19755811942741275,0.4457873336505145,0.35665454405049485 -978,2017-04-20,20.16733360290528,20.16733360290528,20.61000061035156,20.01533317565918,20.43400001525879,92241000,0.22651350116357208,0.6044462427962571,0.16904026605188846 -979,2017-04-21,20.37333297729492,20.37333297729492,20.426666259765625,20.027999877929688,20.13333320617676,67647000,0.20761220902204514,0.2599748778156936,0.5324129015207291 -980,2017-04-24,20.53533363342285,20.53533363342285,20.703332901000977,20.40133285522461,20.61466789245605,76252500,0.2151127742095427,0.1730339224026962,0.6118532906879078 -981,2017-04-25,20.91933250427246,20.91933250427246,20.93199920654297,20.39066696166992,20.53333282470703,101065500,0.16847175150178373,0.2797320506069809,0.5517961867153645 -982,2017-04-26,20.67799949645996,20.67799949645996,20.96666717529297,20.600000381469727,20.82466697692871,70425000,0.2424391012173146,0.48938517179340124,0.2681757160462439 -983,2017-04-27,20.57533264160156,20.57533264160156,20.87266731262207,20.5,20.779333114624023,52029000,0.027773337438702583,0.44098022181008545,0.5312464104167053 -984,2017-04-28,20.9379997253418,20.9379997253418,20.98666763305664,20.53333282470703,20.655332565307617,67582500,0.050689757242798804,0.2663383290171623,0.6829719126224518 -985,2017-05-01,21.52199935913086,21.52199935913086,21.81666755676269,20.98733329772949,20.992000579833984,132444000,0.055445149540901184,0.06161410454660654,0.8829406797885895 -986,2017-05-02,21.25933265686035,21.25933265686035,21.8439998626709,21.10400009155273,21.600000381469727,80742000,0.05757848931742566,0.24831504933536053,0.6941064532314029 -987,2017-05-03,20.73466682434082,20.73466682434082,21.435333251953125,20.696666717529297,21.17799949645996,107001000,0.24218006846494972,0.26782580111175774,0.48999411100521684 -988,2017-05-04,19.69733238220215,19.69733238220215,20.51799964904785,19.38400077819824,20.496000289916992,212280000,0.14666281061779177,0.3308731413978551,0.5224640366754362 -989,2017-05-05,20.55666732788086,20.55666732788086,20.56999969482422,19.786666870117188,19.86666679382324,122659500,0.08535082147202709,0.26432232677259226,0.6503268497234042 -990,2017-05-08,20.47933387756348,20.47933387756348,20.91933250427246,20.38800048828125,20.726667404174805,105097500,0.25034195291144506,0.03768246354801314,0.7119755830083575 -991,2017-05-09,21.41733360290528,21.41733360290528,21.465999603271484,20.606666564941406,20.625333786010746,145147500,0.09700084254145622,0.1725884959101677,0.7304106473922729 -992,2017-05-10,21.68133354187012,21.68133354187012,21.700000762939453,21.20800018310547,21.437332153320312,86124000,0.30142867416143415,0.01155458129942417,0.6870167285203934 -993,2017-05-11,21.540000915527344,21.540000915527344,21.733333587646484,21.30666732788086,21.559999465942383,71307000,0.363557251339609,0.012615559283982624,0.623827187852426 -994,2017-05-12,21.65399932861328,21.65399932861328,21.799999237060547,21.435333251953125,21.69866752624512,61824000,0.5931889414787292,0.013694320805370808,0.39311673243840534 -995,2017-05-15,21.058666229248047,21.058666229248047,21.34666633605957,20.8353328704834,21.22533226013184,114330000,0.043543374786774315,0.3372829121847947,0.6191736881931623 -996,2017-05-16,21.13400077819824,21.13400077819824,21.33733367919922,21.00933265686035,21.172666549682617,62287500,0.14997294917702675,0.24712357223033904,0.6029034376144409 -997,2017-05-17,20.40733337402344,20.40733337402344,20.97533226013184,20.36666679382324,20.959333419799805,100678500,0.0,0.0,0.0 -998,2017-05-18,20.87066650390625,20.87066650390625,20.929332733154297,20.35400009155273,20.46666717529297,84807000,0.35968464768181246,0.3233164520934224,0.316998911400636 -999,2017-05-19,20.722000122070312,20.722000122070312,21.100000381469727,20.68000030517578,21.03333282470703,70314000,0.46665881015360355,0.24034238629974425,0.2929988168179989 -1000,2017-05-22,20.690000534057617,20.690000534057617,20.95800018310547,20.453332901000977,20.85333251953125,64938000,0.09466066770255566,0.016864993919928867,0.8884743253389994 -1001,2017-05-23,20.257333755493164,20.257333755493164,20.71533393859864,20.23200035095215,20.69733238220215,64776000,0.2909637615084648,0.03256752179004252,0.6764687020331621 -1002,2017-05-24,20.68133354187012,20.68133354187012,20.733333587646484,20.36000061035156,20.43400001525879,75499500,0.43454730407231384,0.04946333169937134,0.5159893756111463 -1003,2017-05-25,21.121999740600582,21.121999740600582,21.131332397460938,20.520666122436523,20.73466682434082,75210000,0.05976349674165249,0.03824317688122392,0.9019933342933655 -1004,2017-05-26,21.676000595092773,21.676000595092773,21.69933319091797,21.08733367919922,21.152000427246094,117033000,0.1284098207950592,0.06362440399825572,0.8079657793045044 -1005,2017-05-30,22.34000015258789,22.34000015258789,22.41866683959961,21.71733283996582,21.733333587646484,116743500,0.03347901627421379,0.06918253501256307,0.8973384102185568 -1006,2017-05-31,22.733999252319336,22.733999252319336,22.85933303833008,22.3439998626709,22.512666702270508,149451000,0.2649630093947053,0.3159604500979185,0.4190765470266342 -1007,2017-06-01,22.69133377075196,22.69133377075196,22.992000579833984,22.48600006103516,22.933332443237305,114120000,0.01829989766702056,0.8499117791652679,0.13178827613592148 -1008,2017-06-02,22.656667709350582,22.656667709350582,22.858667373657227,22.39533233642578,22.65133285522461,83853000,0.01689675838376085,0.7537021438280741,0.22940108428398767 -1009,2017-06-05,23.15466690063477,23.15466690063477,23.22933387756348,22.28066635131836,22.56666755676269,101766000,0.2574874274432659,0.03851184695959091,0.7040007140487432 -1010,2017-06-06,23.523332595825195,23.523332595825195,23.965999603271484,22.6646671295166,22.979999542236328,166302000,0.1992340311408043,0.1567340400069952,0.644031947851181 -1011,2017-06-07,23.976667404174805,23.976667404174805,24.03333282470703,23.676000595092773,23.756000518798828,140970000,0.26384815759956837,0.09848588026527848,0.6376659529549735 -1012,2017-06-08,24.666667938232425,24.666667938232425,24.793333053588867,24.014667510986328,24.25,135922500,0.06734000220894813,0.221094898506999,0.7115650713443756 -1013,2017-06-09,23.821332931518555,23.821332931518555,25.12466621398925,23.65333366394043,24.961332321166992,258921000,0.25470828684046865,0.17021230072714388,0.5750793647021055 -1014,2017-06-12,23.93400001525879,23.93400001525879,24.299999237060547,23.37466621398925,23.86599922180176,157765500,0.16126056388020515,0.350599414203316,0.4881400316953659 -1015,2017-06-13,25.06333351135254,25.06333351135254,25.06666755676269,24.44066619873047,24.507999420166016,177118500,0.18968383009944642,0.18759206416351454,0.6227241041404861 -1016,2017-06-14,25.37733268737793,25.37733268737793,25.61666679382324,25.08733367919922,25.4060001373291,192276000,0.043061304837465286,0.28587175408999127,0.6710669100284576 -1017,2017-06-15,25.022666931152344,25.022666931152344,25.03066635131836,24.432666778564453,24.83333206176757,156397500,0.08679968220266429,0.15407701945778998,0.7591233253479004 -1018,2017-06-16,24.76000022888184,24.76000022888184,25.200666427612305,24.67333221435547,25.19866752624512,100965000,0.062337955459952354,0.29527651285752654,0.6423855572938919 -1019,2017-06-19,24.65333366394043,24.65333366394043,25.11333274841309,24.520000457763672,25.0,98239500,0.04197409516200423,0.4142480231821537,0.5437778607010841 -1020,2017-06-20,24.81599998474121,24.81599998474121,25.2586669921875,24.648666381835938,25.1113338470459,111580500,0.14558447669777605,0.40814540980176794,0.4462700891825888 -1021,2017-06-21,25.09333229064941,25.09333229064941,25.132667541503903,24.534666061401367,24.956666946411133,73848000,0.1689661213507255,0.2724875129448871,0.5585463605821133 -1022,2017-06-22,25.507333755493164,25.507333755493164,25.666667938232425,24.90466690063477,25.19933319091797,112947000,0.45543552852339214,0.020585880459596712,0.5239786017272208 -1023,2017-06-23,25.56333351135254,25.56333351135254,25.79933357238769,25.290000915527344,25.49666786193848,96687000,0.3096658423542976,0.03321311194449663,0.6571210328489542 -1024,2017-06-26,25.166000366210938,25.166000366210938,25.796667098999023,24.87333297729492,25.779333114624023,99061500,0.36814216648538906,0.015326871536672115,0.6165309523542722 -1025,2017-06-27,24.15800094604492,24.15800094604492,25.09333229064941,24.134666442871094,25.09333229064941,104946000,0.2185550481081009,0.007398571819067001,0.774046391248703 -1026,2017-06-28,24.74933242797852,24.74933242797852,24.78266716003418,24.167999267578125,24.44533348083496,94537500,0.10742118706305821,0.02879554529984792,0.8637832999229431 -1027,2017-06-29,24.049999237060547,24.049999237060547,24.733333587646484,23.606666564941406,24.707332611083984,123315000,0.04120798781514168,0.01686355285346508,0.941928505897522 -1028,2017-06-30,24.10733222961425,24.10733222961425,24.45133209228516,23.974666595458984,24.247333526611328,87727500,0.05683600902557373,0.03690975531935692,0.9062542170286179 -1029,2017-07-03,23.507999420166016,23.507999420166016,24.75666618347168,23.433332443237305,24.682666778564453,94581000,0.3357589755974272,0.3716248202630702,0.2926161989350529 -1030,2017-07-05,21.80599975585937,21.80599975585937,23.14933204650879,21.755332946777344,23.14666748046875,255700500,0.17657343489117922,0.6130760508589447,0.21035049725323915 -1031,2017-07-06,20.588666915893555,20.588666915893555,21.38599967956543,20.420000076293945,21.15066719055176,289867500,0.19319389455697752,0.5751866964115337,0.23161941025914115 -1032,2017-07-07,20.881332397460938,20.881332397460938,21.13333320617676,20.492000579833984,20.89999961853028,212653500,0.3245062503653268,0.18932207739756754,0.48617165597776574 -1033,2017-07-10,21.06999969482422,21.06999969482422,21.19599914550781,20.20866775512696,20.86000061035156,207313500,0.19809808395802975,0.021425640326924622,0.7804762832820415 -1034,2017-07-11,21.814666748046875,21.814666748046875,21.818666458129883,20.953332901000977,21.06666755676269,173391000,0.5605837432667613,0.01647286512888968,0.4229433673899621 -1035,2017-07-12,21.968000411987305,21.968000411987305,22.206666946411133,21.63333320617676,22.02666664123535,155191500,0.17009437456727028,0.01675205584615469,0.8131535351276398 -1036,2017-07-13,21.560667037963867,21.560667037963867,22.106666564941406,21.33133316040039,22.007333755493164,128917500,0.0,0.0,0.0 -1037,2017-07-14,21.85199928283692,21.85199928283692,21.89466667175293,21.4146671295166,21.54599952697754,84378000,0.1822945922613144,0.6698057651519775,0.14789962768554688 -1038,2017-07-17,21.30466651916504,21.30466651916504,21.80666732788086,20.89666748046875,21.702667236328125,148153500,0.10453710332512856,0.36304017117557424,0.5324227263530096 -1039,2017-07-18,21.882667541503903,21.882667541503903,21.941999435424805,21.04400062561035,21.166667938232425,95605500,0.08922310546040535,0.19139232486486435,0.7193845808506012 -1040,2017-07-19,21.68400001525879,21.68400001525879,22.11000061035156,21.54800033569336,21.881999969482425,95355000,0.056007470935583115,0.2816543774679303,0.6623381525278091 -1041,2017-07-20,21.994667053222656,21.994667053222656,22.014667510986328,21.61333274841309,21.793333053588867,77493000,0.028930652886629105,0.03739192709326744,0.9336774349212646 -1042,2017-07-21,21.8933334350586,21.8933334350586,22.083999633789062,21.71999931335449,21.964000701904297,73524000,0.1334817260503769,0.009873582050204277,0.8566446304321289 -1043,2017-07-24,22.834667205810547,22.834667205810547,22.8933334350586,22.000667572021484,22.016000747680664,129556500,0.1334817260503769,0.009873582050204277,0.8566446304321289 -1044,2017-07-25,22.63999938964844,22.63999938964844,23.040000915527344,22.27666664123535,23.0,104838000,0.5128426115959883,0.19741450659930707,0.2897429145872593 -1045,2017-07-26,22.92333221435547,22.92333221435547,23.03333282470703,22.541332244873047,22.69066619873047,72312000,0.48337044660001993,0.49216375686228275,0.02446584962308407 -1046,2017-07-27,22.297332763671875,22.297332763671875,23.166667938232425,21.752666473388672,23.06666755676269,124536000,0.05459451694041491,0.20824262648820877,0.7371628660708666 -1047,2017-07-28,22.33799934387207,22.33799934387207,22.63999938964844,22.16733360290528,22.459333419799805,73206000,0.21016788203269243,0.1307962655555457,0.6590358523858918 -1048,2017-07-31,21.564666748046875,21.564666748046875,22.766000747680664,21.402666091918945,22.36666679382324,128026500,0.08376980709898121,0.24033121315433698,0.6758989883477197 -1049,2017-08-01,21.30466651916504,21.30466651916504,21.6299991607666,21.07533264160156,21.53333282470703,124546500,0.13494556264153548,0.20550435615171278,0.6595500861959798 -1050,2017-08-02,21.72599983215332,21.72599983215332,21.808000564575195,20.74799919128418,21.262666702270508,196372500,0.22533661685884,0.22433866511306,0.5503247186748518 -1051,2017-08-03,23.139333724975582,23.139333724975582,23.33333206176757,22.87666702270508,23.02199935913086,203025000,0.31346161024306307,0.21501491747965867,0.47152347583323717 -1052,2017-08-04,23.79400062561035,23.79400062561035,23.81800079345703,22.88666725158692,23.13333320617676,139033500,0.32378946120540303,0.16086842065366605,0.5153421436746916 -1053,2017-08-07,23.67799949645996,23.67799949645996,23.96533393859864,23.51666641235352,23.82333374023437,94867500,0.2761360755698247,0.09967880475927483,0.6241851211948828 -1054,2017-08-08,24.347999572753903,24.347999572753903,24.57200050354004,23.82666778564453,23.8353328704834,111747000,0.33035627426579595,0.20907459524460137,0.4605691109318286 -1055,2017-08-09,24.235332489013672,24.235332489013672,24.666667938232425,23.93000030517578,24.06666755676269,103381500,0.1872030682861805,0.061121146311052144,0.7516758069396019 -1056,2017-08-10,23.69333267211914,23.69333267211914,24.44333267211914,23.643999099731445,24.106666564941406,106393500,0.28460328094661236,0.16953801864292473,0.545858696103096 -1057,2017-08-11,23.857999801635746,23.857999801635746,24.083999633789062,23.57466697692871,23.79800033569336,65487000,0.5137073183432221,0.020368914119899273,0.4659237756859511 -1058,2017-08-14,24.253332138061523,24.253332138061523,24.51066780090332,24.17333221435547,24.308666229248047,67788000,0.42849925234913827,0.057803272269666195,0.5136974930763245 -1059,2017-08-15,24.155332565307617,24.155332565307617,24.36599922180176,23.95800018310547,24.34666633605957,46276500,0.04880401802559694,0.034071956450740494,0.9171239733695984 -1060,2017-08-16,24.194000244140625,24.194000244140625,24.433332443237305,24.167999267578125,24.200000762939453,51207000,0.10556519031524658,0.012997194193303585,0.8814375996589661 -1061,2017-08-17,23.461332321166992,23.461332321166992,24.21999931335449,23.439332962036133,24.08066749572754,75415500,0.30211278796195984,0.009518610313534737,0.688368558883667 -1062,2017-08-18,23.16399955749512,23.16399955749512,23.600000381469727,23.053333282470703,23.527332305908203,81123000,0.07561889663338661,0.7402901146560907,0.18409096896648408 -1063,2017-08-21,22.52400016784668,22.52400016784668,23.05466651916504,22.12333297729492,23.05466651916504,97431000,0.03186464309692383,0.3459874267379443,0.622147927681605 -1064,2017-08-22,22.75666618347168,22.75666618347168,22.81599998474121,22.4913330078125,22.742000579833984,64830000,0.23881392180919647,0.5065631456673145,0.25462292041629553 -1065,2017-08-23,23.51799964904785,23.51799964904785,23.56599998474121,22.553333282470703,22.59933280944824,74317500,0.0,0.0,0.0 -1066,2017-08-24,23.52866744995117,23.52866744995117,23.777332305908203,23.31599998474121,23.501333236694336,68770500,0.25362608283758165,0.24979380224831402,0.49658011756837367 -1067,2017-08-25,23.203332901000977,23.203332901000977,23.71266746520996,23.15333366394043,23.61599922180176,52260000,0.0754833985120058,0.48581673693843186,0.4386998675763607 -1068,2017-08-28,23.04400062561035,23.04400062561035,23.156667709350582,22.64800071716309,23.152000427246094,56460000,0.03683251142501831,0.028106821700930595,0.9350606799125671 -1069,2017-08-29,23.15733337402344,23.15733337402344,23.270000457763672,22.58333206176757,22.631999969482425,61105500,0.14492104450861612,0.011194705652693907,0.8438842296600342 -1070,2017-08-30,23.545333862304688,23.545333862304688,23.564666748046875,23.13333320617676,23.31133270263672,51193500,0.21613014861941338,0.07477179169654846,0.7090980187058449 -1071,2017-08-31,23.726667404174805,23.726667404174805,23.895999908447266,23.521333694458008,23.56999969482422,61092000,0.15198944509029388,0.009173721075057983,0.8388367891311646 -1072,2017-09-01,23.69333267211914,23.69333267211914,23.839332580566406,23.57933235168457,23.7413330078125,45742500,0.22183138076215983,0.5758568666875362,0.20231174156069756 -1073,2017-09-05,23.30599975585937,23.30599975585937,23.69933319091797,23.05933380126953,23.58666610717773,57526500,0.23798564076423645,0.012489120475947857,0.7495251893997192 -1074,2017-09-06,22.96866607666016,22.96866607666016,23.398666381835938,22.770666122436523,23.299999237060547,61371000,0.45044511556625366,0.015628781967929432,0.5339260974100658 -1075,2017-09-07,23.374000549316406,23.374000549316406,23.498666763305664,22.89666748046875,23.065332412719727,63588000,0.1874475342531999,0.37238765073319274,0.44016478583216667 -1076,2017-09-08,22.8933334350586,22.8933334350586,23.318666458129883,22.81999969482422,23.266000747680664,48952500,0.383470356464386,0.4786815047264099,0.1378481388092041 -1077,2017-09-11,24.246000289916992,24.246000289916992,24.247333526611328,23.33333206176757,23.42333221435547,115006500,0.12060746969655156,0.19106129021383822,0.688331238925457 -1078,2017-09-12,24.183332443237305,24.183332443237305,24.583999633789062,24.02666664123535,24.29933357238769,89593500,0.07097881991002294,0.29988601338118315,0.6291351765394211 -1079,2017-09-13,24.415332794189453,24.415332794189453,24.538000106811523,23.9726676940918,24.25466728210449,62778000,0.02028376469388604,0.4654161944054067,0.5143000781536102 -1080,2017-09-14,25.176000595092773,25.176000595092773,25.19733238220215,24.17533302307129,24.288667678833008,108037500,0.09865317307412624,0.17618957938005528,0.725157211224238 -1081,2017-09-15,25.320667266845703,25.320667266845703,25.33333206176757,24.84666633605957,24.96733283996582,81307500,0.1215088814496994,0.022511714448531468,0.8559794028600057 -1082,2017-09-18,25.666667938232425,25.666667938232425,25.974000930786133,25.178667068481445,25.350000381469727,107820000,0.06218019872903824,0.0586703522130847,0.8791494220495224 -1083,2017-09-19,25.00666618347168,25.00666618347168,25.49266624450684,24.90466690063477,25.33333206176757,96778500,0.039010953390970826,0.682899996638298,0.2780890380963683 -1084,2017-09-20,24.92733383178711,24.92733383178711,25.21666717529297,24.738000869750977,24.86666679382324,73786500,0.27042030170559883,0.3188610354305378,0.41071865388325285 -1085,2017-09-21,24.43199920654297,24.43199920654297,25.121999740600582,24.30066680908203,24.99333381652832,69273000,0.16711395094171166,0.16273228568024933,0.6701537473127246 -1086,2017-09-22,23.4060001373291,23.4060001373291,24.65999984741211,23.39200019836425,24.432666778564453,122391000,0.04935315685967604,0.3248081182440122,0.6258386795719465 -1087,2017-09-25,22.99933242797852,22.99933242797852,23.83133316040039,22.858667373657227,23.543333053588867,114088500,0.11235857071975867,0.3358525636916359,0.5517888454099497 -1088,2017-09-26,23.01666641235352,23.01666641235352,23.416000366210938,22.726667404174805,23.39533233642578,107344500,0.41548318455794025,0.2827614674876843,0.3017553649842739 -1089,2017-09-27,22.731332778930664,22.731332778930664,23.432666778564453,22.700000762939453,23.32666778564453,90904500,0.19847547472454607,0.4876050555612892,0.3139194664545357 -1090,2017-09-28,22.63999938964844,22.63999938964844,22.850000381469727,22.36000061035156,22.658666610717773,79794000,0.07464261601368587,0.37173190433532,0.5536254445711771 -1091,2017-09-29,22.739999771118164,22.739999771118164,22.978666305541992,22.57333374023437,22.790666580200195,76606500,0.31214681019385654,0.20485961437225342,0.48299358288447064 -1092,2017-10-02,22.768667221069336,22.768667221069336,22.913333892822266,22.367332458496094,22.834667205810547,79302000,0.330980186882828,0.2893273137243731,0.3796925161566053 -1093,2017-10-03,23.209333419799805,23.209333419799805,23.23666763305664,22.0853328704834,22.3933334350586,152304000,0.14924253867222712,0.5635881939759622,0.2871692735128678 -1094,2017-10-04,23.66733360290528,23.66733360290528,23.90800094604492,23.30666732788086,23.416667938232425,122452500,0.30030014578785214,0.1757798261408295,0.5239200054534844 -1095,2017-10-05,23.68866729736328,23.68866729736328,23.82933235168457,23.42333221435547,23.733333587646484,62575500,0.060892196372151375,0.024565511848777533,0.9145423471927643 -1096,2017-10-06,23.79199981689453,23.79199981689453,24.00666618347168,23.483333587646484,23.540000915527344,64462500,0.25591220729984343,0.21056968194898218,0.533518124371767 -1097,2017-10-09,22.862667083740234,22.862667083740234,23.450000762939453,22.844667434692383,23.309999465942383,112405500,0.3737391782924533,0.479108898434788,0.14715191908180714 -1098,2017-10-10,23.70599937438965,23.70599937438965,23.70866775512696,23.03533363342285,23.1200008392334,104677500,0.1934175342321396,0.2646587735507637,0.5419236421585083 -1099,2017-10-11,23.63999938964844,23.63999938964844,23.84000015258789,23.40999984741211,23.59266662597656,67512000,0.04811890982091427,0.4695372184117635,0.4823438972234726 -1100,2017-10-12,23.71199989318848,23.71199989318848,23.985332489013672,23.50933265686035,23.530000686645508,61305000,0.09113796744495631,0.2044885152950883,0.7043735202401876 -1101,2017-10-13,23.704666137695312,23.704666137695312,23.89933204650879,23.57866668701172,23.798667907714844,53107500,0.17277638847008348,0.4851822091732174,0.3420414221473038 -1102,2017-10-16,23.37333297729492,23.37333297729492,23.631999969482425,23.143999099731445,23.583999633789062,80632500,0.0,0.0,0.0 -1103,2017-10-17,23.71666717529297,23.71666717529297,23.74799919128418,23.33799934387207,23.393999099731445,49399500,0.1329324973747134,0.2099211050197482,0.6571463786065579 -1104,2017-10-18,23.976667404174805,23.976667404174805,24.200000762939453,23.608667373657227,23.731332778930664,74086500,0.1346992952749133,0.35973979556001723,0.5055609010159969 -1105,2017-10-19,23.45400047302246,23.45400047302246,23.809999465942383,23.21333312988281,23.70400047302246,75927000,0.4609174770968301,0.16863260391567433,0.37044991499611307 -1106,2017-10-20,23.00666618347168,23.00666618347168,23.63666725158692,22.95599937438965,23.512666702270508,73956000,0.03118815366178751,0.6832969188690186,0.2855149805545807 -1107,2017-10-23,22.468000411987305,22.468000411987305,23.32999992370605,22.416667938232425,23.32533264160156,86209500,0.3430627020342009,0.15499687287956476,0.5019404244210038 -1108,2017-10-24,22.48933219909668,22.48933219909668,22.85333251953125,22.4106674194336,22.58666610717773,67375500,0.04747997154481709,0.38521201733965427,0.5673080272972584 -1109,2017-10-25,21.7226676940918,21.7226676940918,22.5,21.570667266845703,22.446666717529297,128911500,0.10874432379690309,0.24849660166849694,0.6427591101576885 -1110,2017-10-26,21.744667053222656,21.744667053222656,22.01533317565918,21.546667098999023,21.85199928283692,75352500,0.05272639961913228,0.31977107673883437,0.6275025065988302 -1111,2017-10-27,21.391332626342773,21.391332626342773,21.639333724975582,21.11066627502441,21.31666755676269,104695500,0.062436749576590955,0.47691430361010134,0.4606489452999085 -1112,2017-10-30,21.338666915893555,21.338666915893555,21.5853328704834,21.14999961853028,21.27866744995117,63816000,0.3242346700280905,0.1543052453281624,0.5214601081929037 -1113,2017-10-31,22.10199928283692,22.10199928283692,22.1299991607666,21.345333099365234,21.34866714477539,85084500,0.18227239764694655,0.21232328563928604,0.6054043320140668 -1114,2017-11-01,21.405332565307617,21.405332565307617,22.17399978637696,21.35066795349121,22.14999961853028,126859500,0.10266396643495873,0.3217152246323071,0.5756208182949769 -1115,2017-11-02,19.950666427612305,19.950666427612305,20.57933235168457,19.5086669921875,20.0086669921875,296871000,0.12467631662730128,0.43751184162683787,0.4378118424676359 -1116,2017-11-03,20.4060001373291,20.4060001373291,20.416667938232425,19.67533302307129,19.96666717529297,133410000,0.055601951045294605,0.1894604880362749,0.7549375717838606 -1117,2017-11-06,20.185333251953125,20.185333251953125,20.5,19.93400001525879,20.46666717529297,97290000,0.05787101201713085,0.038261626536647476,0.9038673639297485 -1118,2017-11-07,20.40333366394043,20.40333366394043,20.433332443237305,20.00200080871582,20.06800079345703,79414500,0.1999727344761292,0.03845831658691168,0.7615689715991417 -1119,2017-11-08,20.292667388916016,20.292667388916016,20.459333419799805,20.08666610717773,20.36666679382324,70879500,0.28600195050239563,0.008973127231001854,0.705024927854538 -1120,2017-11-09,20.19933319091797,20.19933319091797,20.297332763671875,19.753332138061523,20.166667938232425,81706500,0.0,0.0,0.0 -1121,2017-11-10,20.19933319091797,20.19933319091797,20.55733299255371,20.12333297729492,20.166667938232425,69381000,0.059698671102523804,0.24549303320236504,0.6948082819581032 -1122,2017-11-13,21.02666664123535,21.02666664123535,21.1200008392334,19.94066619873047,20.0086669921875,113773500,0.062040949506419044,0.7597265392541885,0.17823249474167824 -1123,2017-11-14,20.57999992370605,20.57999992370605,21.09000015258789,20.459999084472656,21.0,85141500,0.1298798362000121,0.4475764822628763,0.42254369374778533 -1124,2017-11-15,20.753332138061523,20.753332138061523,20.832666397094727,20.100000381469727,20.40066719055176,89680500,0.14960510833188892,0.36581426244229076,0.4845806021243334 -1125,2017-11-16,20.83333206176757,20.83333206176757,21.209333419799805,20.753332138061523,20.932666778564453,87331500,0.21729621589183806,0.06350987882663807,0.7191938941677412 -1126,2017-11-17,21.003332138061523,21.003332138061523,21.777999877929688,20.87666702270508,21.711332321166992,206026500,0.21351230402810956,0.11925681274524837,0.6672308796419287 -1127,2017-11-20,20.582666397094727,20.582666397094727,21.03333282470703,20.31666755676269,20.91933250427246,123715500,0.04404998430982232,0.9333148300647736,0.022635099478065968 -1128,2017-11-21,21.187332153320312,21.187332153320312,21.21533393859864,20.58066749572754,20.724000930786133,108919500,0.07592762187123299,0.3170148296281695,0.6070575550198555 -1129,2017-11-22,20.84000015258789,20.84000015258789,21.161333084106445,20.78933334350586,21.11800003051757,73764000,0.09051969399054845,0.046384500650068126,0.863095780213674 -1130,2017-11-24,21.036666870117188,21.036666870117188,21.0939998626709,20.733333587646484,20.91933250427246,48661500,0.30713499523699284,0.06096094532404095,0.631904074922204 -1131,2017-11-27,21.12066650390625,21.12066650390625,21.1560001373291,20.63400077819824,20.88333320617676,68338500,0.35981694981455803,0.10535945487208664,0.5348236039280891 -1132,2017-11-28,21.170000076293945,21.170000076293945,21.33333206176757,20.92799949645996,21.09066772460937,74242500,0.09655352060993512,0.3238037309298913,0.579642782608668 -1133,2017-11-29,20.502666473388672,20.502666473388672,21.200000762939453,20.082000732421875,21.15333366394043,131511000,0.10429319149504106,0.6741815737138191,0.22152525714288154 -1134,2017-11-30,20.59000015258789,20.59000015258789,20.71333312988281,20.30266761779785,20.570667266845703,65274000,0.03709072303026915,0.6287572354078292,0.33415204249322417 -1135,2017-12-01,20.435333251953125,20.435333251953125,20.6879997253418,20.33666610717773,20.362667083740234,64393500,0.3198422600204746,0.25338495476171374,0.42677274129043025 -1136,2017-12-04,20.34666633605957,20.34666633605957,20.551332473754883,20.040666580200195,20.433332443237305,87526500,0.1269139051437378,0.15149348229169846,0.721592578291893 -1137,2017-12-05,20.24666786193848,20.24666786193848,20.53333282470703,20.06666755676269,20.13333320617676,69697500,0.07334486693143845,0.02520480826497078,0.9014503479003906 -1138,2017-12-06,20.88400077819824,20.88400077819824,20.892667770385746,20.0,20.00666618347168,107929500,0.08553361892700195,0.038804713636636734,0.8756617307662964 -1139,2017-12-07,20.74933242797852,20.74933242797852,21.242000579833984,20.73666763305664,20.799999237060547,71709000,0.24883436722060046,0.01698591389382879,0.7341797252496084 -1140,2017-12-08,21.0086669921875,21.0086669921875,21.131999969482425,20.750667572021484,20.97333335876465,52027500,0.6165964361280203,0.017993904883041978,0.3654096908867359 -1141,2017-12-11,21.92733383178711,21.92733383178711,21.93400001525879,20.916667938232425,20.97533226013184,119070000,0.0,0.0,0.0 -1142,2017-12-12,22.735332489013672,22.735332489013672,22.762666702270508,22.00200080871582,22.030000686645508,130998000,0.46695177257061005,0.017809494243313868,0.5152387221654257 -1143,2017-12-13,22.60199928283692,22.60199928283692,22.94799995422364,22.433332443237305,22.728666305541992,93322500,0.5759207606315613,0.019659179262816906,0.40442006289958954 -1144,2017-12-14,22.525999069213867,22.525999069213867,23.16266632080078,22.459999084472656,22.733999252319336,86998500,0.19937104731798172,0.012892543338239193,0.7877363959948221 -1145,2017-12-15,22.89666748046875,22.89666748046875,22.926666259765625,22.38400077819824,22.80266761779785,103998000,0.0885229236446321,0.46908887214958667,0.44238821417093277 -1146,2017-12-18,22.591333389282227,22.591333389282227,23.115333557128903,22.505332946777344,22.99333381652832,82143000,0.43384701013565063,0.22023475418488184,0.345918208360672 -1147,2017-12-19,22.07333374023437,22.07333374023437,22.766000747680664,22.020000457763672,22.68400001525879,102375000,0.37132076025009153,0.13676987159997225,0.4919093519449234 -1148,2017-12-20,21.93199920654297,21.93199920654297,22.206666946411133,21.66933250427246,22.179332733154297,89307000,0.09667244553565979,0.0167228733189404,0.8866046965122223 -1149,2017-12-21,22.11066627502441,22.11066627502441,22.24933242797852,21.81399917602539,21.9726676940918,65778000,0.0,0.0,0.0 -1150,2017-12-22,21.68000030517578,21.68000030517578,22.06133270263672,21.65466690063477,21.96733283996582,63237000,0.14503416419029236,0.0745026245713234,0.7804631590843201 -1151,2017-12-26,21.152666091918945,21.152666091918945,21.59600067138672,21.10533332824707,21.588666915893555,65676000,0.07094448730349541,0.047655751928687096,0.8813997268676758 -1152,2017-12-27,20.775999069213867,20.775999069213867,21.178667068481445,20.71666717529297,21.06666755676269,70681500,0.21564576420933007,0.1280117970891297,0.6563424564898014 -1153,2017-12-28,21.02400016784668,21.02400016784668,21.05466651916504,20.63599967956543,20.78333282470703,64744500,0.27714466117322445,0.018494174350053072,0.7043611407279968 -1154,2017-12-29,20.75666618347168,20.75666618347168,21.0939998626709,20.666667938232425,21.07866668701172,56658000,0.04709857702255249,0.027904286980628967,0.9249972105026245 -1155,2018-01-02,21.368667602539062,21.368667602539062,21.474000930786133,20.733333587646484,20.799999237060547,65283000,0.02497796807438135,0.5964173241518438,0.37860468588769436 -1156,2018-01-03,21.14999961853028,21.14999961853028,21.683332443237305,21.036666870117188,21.39999961853028,67822500,0.34716712611003053,0.4116771025583148,0.24115577340126038 -1157,2018-01-04,20.974666595458984,20.974666595458984,21.23666763305664,20.3786678314209,20.857999801635746,149194500,0.14343658160856543,0.6839753626571858,0.17258804883150494 -1158,2018-01-05,21.10533332824707,21.10533332824707,21.14933204650879,20.799999237060547,21.107999801635746,68868000,0.34516867250204086,0.48579331021755934,0.16903796885162592 -1159,2018-01-08,22.42733383178711,22.42733383178711,22.468000411987305,21.03333282470703,21.06666755676269,147891000,0.09966813772916794,0.009716736152768135,0.8906151652336121 -1160,2018-01-09,22.246000289916992,22.246000289916992,22.58666610717773,21.82666778564453,22.3439998626709,107199000,0.32411307990550997,0.010314193740487098,0.6655727237462997 -1161,2018-01-10,22.31999969482422,22.31999969482422,22.46666717529297,22.0,22.14666748046875,64648500,0.11959454479316871,0.017992130480706692,0.8624133268992106 -1162,2018-01-11,22.530000686645508,22.530000686645508,22.98733329772949,22.21733283996582,22.34933280944824,99682500,0.23716453090310097,0.044984315522015095,0.7178511619567871 -1163,2018-01-12,22.4146671295166,22.4146671295166,22.694000244140625,22.244667053222656,22.57533264160156,72376500,0.3778392978012562,0.027119425125420094,0.5950412750244141 -1164,2018-01-16,22.67066764831543,22.67066764831543,23.0,22.31999969482422,22.502666473388672,97114500,0.116899149492383,0.021238654231031735,0.8618621826171875 -1165,2018-01-17,23.143999099731445,23.143999099731445,23.26666641235352,22.64999961853028,22.69799995422364,106552500,0.8235822916030884,0.032763026654720306,0.1436546891927719 -1166,2018-01-18,22.971332550048828,22.971332550048828,23.48666763305664,22.916000366210938,23.044666290283203,85287000,0.7434425950050354,0.01316817943006754,0.24338914453983307 -1167,2018-01-19,23.334667205810547,23.334667205810547,23.37266731262207,22.84000015258789,23.0,73324500,0.04765396565198898,0.013413073495030403,0.9389329552650452 -1168,2018-01-22,23.437332153320312,23.437332153320312,23.85533332824707,23.280000686645508,23.293333053588867,93156000,0.0,0.0,0.0 -1169,2018-01-23,23.519332885742188,23.519332885742188,24.03333282470703,23.39999961853028,24.0,81981000,0.18488488709997564,0.09722619184425899,0.7178889349812553 -1170,2018-01-24,23.05933380126953,23.05933380126953,23.64999961853028,22.90133285522461,23.6386661529541,79312500,0.33249446508638997,0.16378044857479193,0.5037250974599052 -1171,2018-01-25,22.50933265686035,22.50933265686035,23.280000686645508,22.426666259765625,23.218000411987305,101104500,0.019360191468149424,0.6112556338310242,0.36938412897288797 -1172,2018-01-26,22.856666564941406,22.856666564941406,22.933332443237305,22.38066673278809,22.76666641235352,68091000,0.07907527933518092,0.4164104610681534,0.504514254629612 -1173,2018-01-29,23.302000045776367,23.302000045776367,23.38999938964844,22.552000045776367,22.656667709350582,71206500,0.31235196565588313,0.254760324023664,0.4328877180814743 -1174,2018-01-30,23.05466651916504,23.05466651916504,23.218000411987305,22.81133270263672,23.00933265686035,70765500,0.13742156539644515,0.37160627770104576,0.4909721996103014 -1175,2018-01-31,23.62066650390625,23.62066650390625,23.746000289916992,23.012666702270508,23.16733360290528,93211500,0.019176587462425232,0.6317950487136841,0.3490283489227295 -1176,2018-02-01,23.28333282470703,23.28333282470703,23.977333068847656,23.242000579833984,23.39999961853028,62965500,0.3210563418370756,0.10285621686753901,0.5760874683884057 -1177,2018-02-02,22.916667938232425,22.916667938232425,23.46333312988281,22.700666427612305,23.22933387756348,55572000,0.23931243483509337,0.01210458969165172,0.74858301452228 -1178,2018-02-05,22.20866775512696,22.20866775512696,22.96466636657715,22.200000762939453,22.531333923339844,66961500,0.42305331783635275,0.012936158904007502,0.5640105136803218 -1179,2018-02-06,22.264667510986328,22.264667510986328,22.4146671295166,21.56666755676269,21.680667877197266,76326000,0.18877793056890368,0.023027181858196855,0.7881948798894882 -1180,2018-02-07,23.0,23.0,23.06666755676269,22.37733268737793,22.59933280944824,104538000,0.2579053166555241,0.19743372805533,0.5446609595092013 -1181,2018-02-08,21.01533317565918,21.01533317565918,23.2413330078125,20.97333335876465,22.88733291625977,154719000,0.3360675855636083,0.11734165140459764,0.5465907511012308 -1182,2018-02-09,20.69466781616211,20.69466781616211,21.398666381835938,19.65066719055176,21.32866668701172,194005500,0.03510767035186291,0.42142667574808,0.5434656152501702 -1183,2018-02-12,21.048667907714844,21.048667907714844,21.2053337097168,20.416667938232425,21.07533264160156,93417000,0.05960605572909117,0.07839675503782928,0.8619971722364426 -1184,2018-02-13,21.577333450317383,21.577333450317383,21.612667083740234,20.833999633789062,21.001333236694336,68403000,0.0,0.0,0.0 -1185,2018-02-14,21.48733329772949,21.48733329772949,21.744667053222656,21.23466682434082,21.389333724975582,59260500,0.1409790316829458,0.37023989856243134,0.4887810628861189 -1186,2018-02-15,22.271333694458008,22.271333694458008,22.274667739868164,21.49333381652832,21.63333320617676,88693500,0.0,0.0,0.0 -1187,2018-02-16,22.36599922180176,22.36599922180176,22.87466621398925,22.10933303833008,22.166667938232425,84639000,0.026648417115211487,0.9546949863433838,0.018656596541404724 -1188,2018-02-20,22.31800079345703,22.31800079345703,22.7226676940918,22.100000381469727,22.29800033569336,60141000,0.21619783341884613,0.008082929067313671,0.7757192850112915 -1189,2018-02-21,22.21999931335449,22.21999931335449,22.645999908447266,22.211332321166992,22.402000427246094,48294000,0.026438415050506592,0.6364002426465353,0.3371613174676895 -1190,2018-02-22,23.077999114990234,23.077999114990234,23.16266632080078,22.31666755676269,22.368667602539062,104547000,0.525625191628933,0.0185586865991354,0.4558160584419966 -1191,2018-02-23,23.46999931335449,23.46999931335449,23.666000366210938,23.13999938964844,23.18866729736328,87261000,0.36445432603359224,0.08801637254655362,0.5475292563438415 -1192,2018-02-26,23.827999114990234,23.827999114990234,23.933332443237305,23.49066734313965,23.56666755676269,65100000,0.0,0.0,0.0 -1193,2018-02-27,23.39933204650879,23.39933204650879,23.99933242797852,23.333999633789062,23.75,71961000,0.0,0.0,0.0 -1194,2018-02-28,22.87066650390625,22.87066650390625,23.682666778564453,22.814666748046875,23.50466728210449,91045500,0.4054901897907257,0.008976832032203674,0.5855330228805542 -1195,2018-03-01,22.062000274658203,22.062000274658203,23.244667053222656,22.00466728210449,23.000667572021484,103284000,0.11802081515391667,0.024774763112266857,0.8572044173876444 -1196,2018-03-02,22.341333389282227,22.341333389282227,22.347999572753903,21.531333923339844,21.798667907714844,76392000,0.08715034276247025,0.05140257626771927,0.8614470958709717 -1197,2018-03-05,22.22333335876465,22.22333335876465,22.51666641235352,21.952667236328125,22.159332275390625,57357000,0.2196724709123373,0.2692537158727646,0.5110738039016723 -1198,2018-03-06,21.8799991607666,21.8799991607666,22.42466735839844,21.802000045776367,22.25,64285500,0.6039150655269623,0.008994544390588999,0.38709039986133575 -1199,2018-03-07,22.15333366394043,22.15333366394043,22.166667938232425,21.44933319091797,21.69599914550781,75109500,0.4834266072139144,0.03821910358965397,0.478354305960238 -1200,2018-03-08,21.940000534057617,21.940000534057617,22.21999931335449,21.751333236694336,22.19066619873047,53493000,0.10650311348338921,0.43304953320572775,0.46044735983014107 -1201,2018-03-09,21.81133270263672,21.81133270263672,21.89933204650879,21.4913330078125,21.606666564941406,82602000,0.10285593720618635,0.38208689424209297,0.5150571335107088 -1202,2018-03-12,23.03400039672852,23.03400039672852,23.1473331451416,21.76666641235352,21.90733337402344,123960000,0.2994652825407684,0.2012836655601859,0.49925103560090067 -1203,2018-03-13,22.78933334350586,22.78933334350586,23.1473331451416,21.76666641235352,21.90733337402344,89487000,0.17385781689413957,0.15446883679500648,0.671673388353416 -1204,2018-03-14,21.775333404541016,21.775333404541016,22.65399932861328,21.595333099365234,22.450666427612305,119511000,0.32145933030794066,0.5195165450374285,0.159024095783631 -1205,2018-03-15,21.706666946411133,21.706666946411133,22.190000534057617,21.406667709350582,21.95866775512696,98472000,0.4636952526634559,0.37529930856544524,0.1610054273623973 -1206,2018-03-16,21.42333221435547,21.42333221435547,21.82666778564453,21.271333694458008,21.52866744995117,91759500,0.03243941813707352,0.6492285629113516,0.3183320139845212 -1207,2018-03-19,20.90399932861328,20.90399932861328,21.38333320617676,20.64466667175293,21.100000381469727,112264500,0.03300340434846779,0.36996854345003766,0.5970280359809598 -1208,2018-03-20,20.703332901000977,20.703332901000977,21.08333206176757,20.583999633789062,20.9913330078125,71464500,0.05394901870749891,0.5372138991951942,0.40883708465844393 -1209,2018-03-21,21.10199928283692,21.10199928283692,21.496000289916992,20.679332733154297,20.683332443237305,89376000,0.154907095410368,0.303140732624075,0.5419521892772001 -1210,2018-03-22,20.606666564941406,20.606666564941406,21.25466728210449,20.545333862304688,20.926000595092773,74097000,0.29155699014663694,0.26640763487666846,0.4420353829860687 -1211,2018-03-23,20.1026668548584,20.1026668548584,20.75,20.030000686645508,20.75,99823500,0.1423307220850672,0.29554926843515467,0.5621200182608196 -1212,2018-03-26,20.27866744995117,20.27866744995117,20.506000518798828,19.42399978637696,20.48933219909668,125628000,0.11721259914338589,0.1542317238636315,0.7285556569695473 -1213,2018-03-27,18.61199951171875,18.61199951171875,20.284666061401367,18.478666305541992,20.26666641235352,208080000,0.17528457262299277,0.44764519084922294,0.3770702254365791 -1214,2018-03-28,17.185333251953125,17.185333251953125,17.91200065612793,16.80666732788086,17.6386661529541,315021000,0.0848189222626388,0.6663011105465038,0.2488799604986395 -1215,2018-03-29,17.742000579833984,17.742000579833984,18.06399917602539,16.547332763671875,17.099332809448242,227560500,0.06655763695016503,0.65776507682167,0.2756772824563086 -1216,2018-04-02,16.832000732421875,16.832000732421875,17.35533332824707,16.305999755859375,17.083999633789062,241710000,0.1086116240825504,0.6197444427448014,0.27164393570274115 -1217,2018-04-03,17.8353328704834,17.8353328704834,18.22333335876465,16.965999603271484,17.988000869750977,282666000,0.3120069385177511,0.3626727565903874,0.325320285416263 -1218,2018-04-04,19.12933349609375,19.12933349609375,19.224666595458984,16.799999237060547,16.851999282836914,298450500,0.17223151720827445,0.6465270399930887,0.18124145187903196 -1219,2018-04-05,20.381332397460938,20.381332397460938,20.41733360290528,19.21333312988281,19.28933334350586,286816500,0.09707102351463757,0.7832884456102664,0.11964055079107101 -1220,2018-04-06,19.953332901000977,19.953332901000977,20.618667602539062,19.700000762939453,20.06666755676269,202804500,0.12583781737420294,0.6880653496417735,0.18609684415989453 -1221,2018-04-09,19.310667037963867,19.310667037963867,20.63333320617676,19.28066635131836,20.024667739868164,153747000,0.05908643305301666,0.2518396511673927,0.6890739232301712 -1222,2018-04-10,20.31333351135254,20.31333351135254,20.47333335876465,19.57866668701172,19.93133354187012,164847000,0.16899350006133318,0.3786728121340275,0.4523336598649621 -1223,2018-04-11,20.062000274658203,20.062000274658203,20.59866714477539,19.977333068847656,20.04933357238769,112243500,0.028483068803325295,0.35570288822054863,0.6158140390180051 -1224,2018-04-12,19.60533332824707,19.60533332824707,20.26333236694336,19.57866668701172,20.15466690063477,114132000,0.025659620948135852,0.6300019962247461,0.344338386785239 -1225,2018-04-13,20.022666931152344,20.022666931152344,20.26333236694336,19.73200035095215,20.239999771118164,109908000,0.24979645023612598,0.4909956021430461,0.2592079358077363 -1226,2018-04-16,19.41399955749512,19.41399955749512,19.977333068847656,19.267332077026367,19.933332443237305,95077500,0.07436030451208353,0.5557310686757168,0.3699086631337802 -1227,2018-04-17,19.179332733154297,19.179332733154297,19.47800064086914,18.833999633789062,19.257999420166016,105000000,0.10311277802767498,0.5940850075955192,0.30280223089669434 -1228,2018-04-18,19.55666732788086,19.55666732788086,20.016000747680664,19.21066665649414,19.405332565307617,98365500,0.1715456921803324,0.33111146342401443,0.4973428414056176 -1229,2018-04-19,20.005332946777344,20.005332946777344,20.067333221435547,19.23666763305664,19.405332565307617,91359000,0.15777473462124667,0.09049563839410742,0.7517296473185221 -1230,2018-04-20,19.34933280944824,19.34933280944824,19.998666763305664,19.31666755676269,19.67799949645996,84418500,0.1349288374185562,0.23637736083141395,0.6286937961620944 -1231,2018-04-23,18.891332626342773,18.891332626342773,19.44133377075196,18.82200050354004,19.41933250427246,73401000,0.30705367028713226,0.03231116240336136,0.6606351787393744 -1232,2018-04-24,18.8973331451416,18.8973331451416,19.139333724975582,18.56399917602539,19.0,85279500,0.568744228531917,0.0173649995898207,0.4138907951613267 -1233,2018-04-25,18.71266746520996,18.71266746520996,19.01066780090332,18.483333587646484,18.89999961853028,60204000,0.35161092824169565,0.21659338354532207,0.43179565774542944 -1234,2018-04-26,19.03199958801269,19.03199958801269,19.05266761779785,18.433332443237305,18.58333206176757,65340000,0.15551741594182594,0.3089631588331291,0.5355194085942847 -1235,2018-04-27,19.60533332824707,19.60533332824707,19.631332397460938,18.92200088500977,19.024667739868164,65469000,0.1175349722193046,0.24084255010397596,0.64162247560241 -1236,2018-04-30,19.59333229064941,19.59333229064941,19.915332794189453,19.5,19.573999404907227,63423000,0.07457610825076699,0.30954753905534743,0.6158763457089662 -1237,2018-05-01,19.994667053222656,19.994667053222656,20.05466651916504,19.54800033569336,19.567333221435547,69384000,0.03231084421277046,0.3386685434728861,0.6290206275880337 -1238,2018-05-02,20.07666778564453,20.07666778564453,20.456666946411133,19.85199928283692,19.90466690063477,134556000,0.15679718778227214,0.4782451589902242,0.36495764553546906 -1239,2018-05-03,18.96333312988281,18.96333312988281,19.202667236328125,18.34866714477539,18.586000442504883,260281500,0.10885439025329761,0.4115722771947745,0.47957333745282205 -1240,2018-05-04,19.606000900268555,19.606000900268555,19.790666580200195,18.634666442871094,18.86666679382324,128541000,0.12619840463792736,0.5552510328760202,0.3185505785725333 -1241,2018-05-07,20.18466758728028,20.18466758728028,20.3973331451416,19.67799949645996,19.83333206176757,130173000,0.08481095675379038,0.12960726581513882,0.7855817586183548 -1242,2018-05-08,20.131332397460938,20.131332397460938,20.51666641235352,19.933332443237305,20.053333282470703,88950000,0.31451292568817735,0.02719891956076026,0.6582881640642881 -1243,2018-05-09,20.456666946411133,20.456666946411133,20.46733283996582,20.003332138061523,20.027332305908203,85911000,0.04073786409571767,0.7322275107726455,0.22703457716852427 -1244,2018-05-10,20.334667205810547,20.334667205810547,20.86599922180176,20.27400016784668,20.5,84774000,0.04845198125324466,0.455016255421056,0.49653176218271255 -1245,2018-05-11,20.070667266845703,20.070667266845703,20.59199905395508,19.93866729736328,20.51333236694336,70194000,0.1937041249392288,0.3366186215675303,0.4696772377938032 -1246,2018-05-14,19.46466636657715,19.46466636657715,20.32933235168457,19.44133377075196,20.221332550048828,109302000,0.14158268106984906,0.211632222722983,0.6467850943445228 -1247,2018-05-15,18.94533348083496,18.94533348083496,19.13066673278809,18.700000762939453,19.000667572021484,142788000,0.16002389073371887,0.5361250784620643,0.30385103687644005 -1248,2018-05-16,19.09866714477539,19.09866714477539,19.253999710083008,18.770666122436523,18.92200088500977,85110000,0.10174445386510342,0.3740333903580904,0.5242221470922231 -1249,2018-05-17,18.96933364868164,18.96933364868164,19.279333114624023,18.93133354187012,19.059999465942383,66309000,0.25451203534270034,0.19466772500206442,0.5508202489684609 -1250,2018-05-18,18.454666137695312,18.454666137695312,18.976667404174805,18.26666641235352,18.976667404174805,108778500,0.2367054708302021,0.044144294457510114,0.7191502600908279 -1251,2018-05-21,18.965999603271484,18.965999603271484,19.432666778564453,18.753332138061523,18.755332946777344,137739000,0.181093342766604,0.2855686064919128,0.5333380545763409 -1252,2018-05-22,18.333999633789062,18.333999633789062,19.200000762939453,18.22800064086914,19.18400001525879,134187000,0.2832741003483534,0.24353119069710374,0.47319471146911385 -1253,2018-05-23,18.60466766357422,18.60466766357422,18.6606674194336,18.26666641235352,18.517332077026367,89776500,0.3803733875198911,0.3640080444359531,0.2556185556265215 -1254,2018-05-24,18.523332595825195,18.523332595825195,18.74066734313965,18.326000213623047,18.559999465942383,62650500,0.06747635807842016,0.559217575006187,0.37330609168857337 -1255,2018-05-25,18.59000015258789,18.59000015258789,18.642667770385746,18.374000549316406,18.5086669921875,58126500,0.2511118452709455,0.35387348097104293,0.39501465226595217 -1256,2018-05-29,18.91733360290528,18.91733360290528,19.100000381469727,18.40999984741211,18.567333221435547,84999000,0.04022179823368788,0.5078512832522393,0.45192693918943405 -1257,2018-05-30,19.44799995422364,19.44799995422364,19.66733360290528,18.773332595825195,18.88599967956543,112345500,0.10669762294062159,0.5268223859708417,0.3664800152182579 -1258,2018-05-31,18.98200035095215,18.98200035095215,19.357999801635746,18.86199951171875,19.1473331451416,88795500,0.21735055558383465,0.5296628691256047,0.25298656448721885 -1259,2018-06-01,19.454666137695312,19.454666137695312,19.46333312988281,18.922666549682617,19.05733299255371,81366000,0.05057382583618164,0.2656079321168363,0.6838182099163532 -1260,2018-06-04,19.78266716003418,19.78266716003418,19.933332443237305,19.56999969482422,19.62266731262207,71967000,0.04783454218081066,0.21312693133950233,0.7390385227543967 -1261,2018-06-05,19.408666610717773,19.408666610717773,19.85333251953125,19.11599922180176,19.84666633605957,89928000,0.14898306900929464,0.2138724888331796,0.6371444436280351 -1262,2018-06-06,21.299999237060547,21.299999237060547,21.47800064086914,19.832000732421875,20.03333282470703,281509500,0.5060680549471609,0.1346806708062368,0.3592512758989488 -1263,2018-06-07,21.07266616821289,21.07266616821289,22.0,20.905332565307617,21.07666778564453,215179500,0.1415034489085277,0.22584531044897935,0.6326512321829796 -1264,2018-06-08,21.17733383178711,21.17733383178711,21.631999969482425,21.1433334350586,21.26666641235352,123078000,0.3716031138319522,0.23281556585182747,0.3955813410381476 -1265,2018-06-11,22.13999938964844,22.13999938964844,22.310667037963867,21.5,21.500667572021484,197752500,0.3553622864186764,0.062095405906438826,0.5825423002243042 -1266,2018-06-12,22.851333618164062,22.851333618164062,23.6646671295166,22.53333282470703,22.979999542236328,335211000,0.23100139910820872,0.6306857254821807,0.1383128857705742 -1267,2018-06-13,22.985332489013672,22.985332489013672,23.14666748046875,22.65333366394043,23.11400032043457,142047000,0.25257844979373306,0.28560233753747666,0.4618191860902768 -1268,2018-06-14,23.847999572753903,23.847999572753903,23.916667938232425,23.106666564941406,23.17533302307129,164715000,0.08394086733460426,0.07928309589624405,0.8367760266576495 -1269,2018-06-15,23.87800025939941,23.87800025939941,24.31133270263672,23.416667938232425,23.589332580566406,162724500,0.14318901424606642,0.07706831768155098,0.7797426631053289 -1270,2018-06-18,24.722000122070312,24.722000122070312,24.915332794189453,23.63333320617676,23.69333267211914,181098000,0.26878443962106335,0.22894145182978648,0.502274136703748 -1271,2018-06-19,23.503332138061523,23.503332138061523,24.666667938232425,23.08333206176757,24.3439998626709,191428500,0.1504331116254131,0.46898491388807695,0.38058197821180023 -1272,2018-06-20,24.14800071716309,24.14800071716309,24.29199981689453,23.46666717529297,23.86933326721192,125755500,0.059083181666210294,0.7326012095436454,0.20831564161926508 -1273,2018-06-21,23.16733360290528,23.16733360290528,24.41399955749512,23.084667205810547,24.13333320617676,119506500,0.045496029779314995,0.6132296323776245,0.34127433598041534 -1274,2018-06-22,22.242000579833984,22.242000579833984,23.483333587646484,22.13333320617676,23.43600082397461,153991500,0.05630431557074189,0.4336195300177981,0.5100761547219008 -1275,2018-06-25,22.200666427612305,22.200666427612305,22.564666748046875,21.83333206176757,22.007999420166016,103969500,0.0504599018022418,0.056052276864647865,0.893487791220347 -1276,2018-06-26,22.799999237060547,22.799999237060547,22.90333366394043,21.71999931335449,22.40333366394043,111787500,0.1122566107660532,0.32848249261991846,0.559260874779688 -1277,2018-06-27,22.96666717529297,22.96666717529297,23.38599967956543,22.63333320617676,23.0,125005500,0.04821209402547942,0.5866310464011298,0.36515684467222953 -1278,2018-06-28,23.32866668701172,23.32866668701172,23.801332473754883,23.073999404907227,23.24399948120117,125970000,0.27746430376114756,0.28952797015125936,0.43300773647542184 -1279,2018-06-29,22.86333274841309,22.86333274841309,23.59066772460937,22.827333450317383,23.55533218383789,97386000,0.21735503934323788,0.22044875988115867,0.5621961923937003 -1280,2018-07-02,22.33799934387207,22.33799934387207,24.318666458129883,21.989999771118164,24.00466728210449,281397000,0.3032409190074415,0.23220055915314602,0.4645585083981624 -1281,2018-07-03,20.724000930786133,20.724000930786133,22.166000366210938,20.645999908447266,22.11666679382324,184239000,0.14887258880549953,0.34187490759151323,0.509252508570041 -1282,2018-07-05,20.61066627502441,20.61066627502441,20.959333419799805,19.74799919128418,20.91733360290528,262146000,0.07952723527948062,0.44228712065766257,0.47818563257654506 -1283,2018-07-06,20.59333229064941,20.59333229064941,20.80466651916504,20.13333320617676,20.32999992370605,132982500,0.028746773281859025,0.5209487958086861,0.4503044094890356 -1284,2018-07-09,21.233999252319336,21.233999252319336,21.23466682434082,20.53333282470703,20.79933357238769,113952000,0.07998725161370304,0.43288924348437124,0.4871234877241982 -1285,2018-07-10,21.49799919128418,21.49799919128418,21.845333099365234,21.280000686645508,21.63733291625977,142072500,0.3176944551660734,0.06273068956044667,0.6195748566704637 -1286,2018-07-11,21.263999938964844,21.263999938964844,21.46266746520996,21.00466728210449,21.053333282470703,73261500,0.2868699398464881,0.06866736520225039,0.6444627103897241 -1287,2018-07-12,21.11400032043457,21.11400032043457,21.548667907714844,20.851333618164062,21.428667068481445,85818000,0.2791147295252553,0.13187081396712788,0.5890144652553967 -1288,2018-07-13,21.257999420166016,21.257999420166016,21.30533218383789,20.61666679382324,21.038667678833008,88047000,0.40360931530594824,0.08279075091704727,0.5135999724268914 -1289,2018-07-16,20.67333221435547,20.67333221435547,21.01066780090332,20.416667938232425,20.78066635131836,117280500,0.1927253363484686,0.6114237608642064,0.19585090740160507 -1290,2018-07-17,21.512666702270508,21.512666702270508,21.64933204650879,20.56666755676269,20.58733367919922,104943000,0.1691386096977762,0.15181824445192302,0.6790431354727063 -1291,2018-07-18,21.59000015258789,21.59000015258789,21.700000762939453,21.08333206176757,21.666667938232425,84363000,0.09808607110088426,0.552546716827367,0.3493672276714018 -1292,2018-07-19,21.34866714477539,21.34866714477539,21.56933212280273,20.93400001525879,21.088666915893555,88729500,0.3472651571035385,0.3956815459299833,0.2570532726123929 -1293,2018-07-20,20.905332565307617,20.905332565307617,21.54933357238769,20.78066635131836,21.415332794189453,77433000,0.14172244910150766,0.20907819382846354,0.649199341237545 -1294,2018-07-23,20.21333312988281,20.21333312988281,20.36666679382324,19.52400016784668,20.12266731262207,164893500,0.07558158890654644,0.4972943736240268,0.4271240246792634 -1295,2018-07-24,19.82866668701172,19.82866668701172,20.514667510986328,19.503332138061523,20.294666290283203,143862000,0.12128202261572535,0.5987442399121143,0.2799737260422923 -1296,2018-07-25,20.582666397094727,20.582666397094727,20.641332626342773,19.63333320617676,19.78266716003418,106131000,0.2597277397289872,0.3766278363764286,0.36364440619945526 -1297,2018-07-26,20.44333267211914,20.44333267211914,20.71333312988281,20.24266624450684,20.32333374023437,69457500,0.0,0.0,0.0 -1298,2018-07-27,19.812000274658203,19.812000274658203,20.512666702270508,19.689332962036133,20.483333587646484,85549500,0.12719694785773755,0.5881474554538727,0.28465561866760253 -1299,2018-07-30,19.344667434692383,19.344667434692383,19.739999771118164,19.07533264160156,19.726667404174805,102211500,0.2060930090239988,0.30451060641700256,0.48939638398587704 -1300,2018-07-31,19.8759994506836,19.8759994506836,19.88800048828125,19.271333694458008,19.483333587646484,76153500,0.3718436112006505,0.1172233863423268,0.5109329856932163 -1301,2018-08-01,20.05599975585937,20.05599975585937,20.200000762939453,19.53333282470703,19.86599922180176,151941000,0.2670410651092728,0.26604906025265035,0.46690986518903327 -1302,2018-08-02,23.30266761779785,23.30266761779785,23.332666397094727,21.54400062561035,21.895999908447266,348225000,0.35709167328640457,0.14534574634645406,0.49756258798808584 -1303,2018-08-03,23.211332321166992,23.211332321166992,23.666667938232425,22.8353328704834,23.187332153320312,204847500,0.1327228844165802,0.3625540789216757,0.5047230443451554 -1304,2018-08-06,22.79933357238769,22.79933357238769,23.665332794189453,22.788000106811523,23.03066635131836,128464500,0.41250205179676414,0.24461504234932363,0.3428829191252589 -1305,2018-08-07,25.30466651916504,25.30466651916504,25.83066749572754,22.61000061035156,22.922666549682617,463137000,0.16012705489993095,0.17931634289512444,0.6605566055592844 -1306,2018-08-08,24.689332962036133,24.689332962036133,25.50933265686035,24.474666595458984,24.606000900268555,368568000,0.1332357266726784,0.18406740309766087,0.6826968709580027 -1307,2018-08-09,23.49666786193848,23.49666786193848,24.46733283996582,23.048667907714844,24.3700008392334,257757000,0.10266823628665628,0.2902701885968044,0.6070615664325856 -1308,2018-08-10,23.69933319091797,23.69933319091797,24.0,23.06666755676269,23.600000381469727,173280000,0.1177613268701885,0.2400667572585054,0.6421719130415183 -1309,2018-08-13,23.76066780090332,23.76066780090332,24.21266746520996,23.26799964904785,24.07533264160156,156958500,0.12215992178273749,0.2221719471889795,0.6556681261530944 -1310,2018-08-14,23.176000595092773,23.176000595092773,23.946666717529297,23.13999938964844,23.89666748046875,104796000,0.09900105362985193,0.14768026384138844,0.753318689763546 -1311,2018-08-15,22.57933235168457,22.57933235168457,22.965999603271484,22.142667770385746,22.79400062561035,136519500,0.04598196530714631,0.4212241853028536,0.5327938502281904 -1312,2018-08-16,22.36333274841309,22.36333274841309,22.818666458129883,22.25466728210449,22.6606674194336,90960000,0.19973343919570508,0.44788404166894524,0.35238251815501015 -1313,2018-08-17,20.36666679382324,20.36666679382324,21.784666061401367,20.235332489013672,21.56666755676269,284379000,0.08538554539723743,0.2910001819292384,0.6236142748666387 -1314,2018-08-20,20.562667846679688,20.562667846679688,20.56666755676269,19.21333312988281,19.446666717529297,261034500,0.1255349605702437,0.4791107141197874,0.3953543294292803 -1315,2018-08-21,21.459999084472656,21.459999084472656,21.652666091918945,20.600000381469727,20.707332611083984,197583000,0.11230448614805937,0.2682337097078562,0.6194617937505246 -1316,2018-08-22,21.44266700744629,21.44266700744629,21.59199905395508,20.97800064086914,21.391332626342773,89190000,0.10564729757606983,0.17151577810623816,0.7228368946484157 -1317,2018-08-23,21.34000015258789,21.34000015258789,21.821332931518555,21.206666946411133,21.275999069213867,77209500,0.23500243287820083,0.10219512478663371,0.6628024520782324 -1318,2018-08-24,21.521333694458008,21.521333694458008,21.59000015258789,21.293333053588867,21.3799991607666,54039000,0.09903489135424881,0.28668731998871355,0.6142778094200527 -1319,2018-08-27,21.284666061401367,21.284666061401367,21.496000289916992,20.58733367919922,21.200000762939453,196189500,0.04703530683977211,0.58792013375134,0.3650445586479292 -1320,2018-08-28,20.790666580200195,20.790666580200195,21.2586669921875,20.746000289916992,21.227333068847656,114736500,0.08398293108782834,0.6003372391892804,0.3156798135282265 -1321,2018-08-29,20.333999633789062,20.333999633789062,20.790000915527344,20.246000289916992,20.68466758728028,111711000,0.020702810143120587,0.6296907088253647,0.34960648557171226 -1322,2018-08-30,20.209999084472656,20.209999084472656,20.30666732788086,19.847999572753903,20.15066719055176,108250500,0.058426037430763245,0.41182437751235235,0.5297496053907607 -1323,2018-08-31,20.11066627502441,20.11066627502441,20.35400009155273,19.906667709350582,20.13333320617676,80626500,0.04929344728589058,0.1303589810781619,0.8203475896049949 -1324,2018-09-04,19.26333236694336,19.26333236694336,19.87933349609375,19.200000762939453,19.79599952697754,125257500,0.18224642070708796,0.2265579597442411,0.5911956421332434 -1325,2018-09-05,18.715999603271484,18.715999603271484,19.118667602539062,18.478666305541992,19.003332138061523,115812000,0.27016763269369093,0.33263347916571157,0.39719888900539707 -1326,2018-09-06,18.729999542236328,18.729999542236328,19.411333084106445,18.59199905395508,18.98666763305664,112212000,0.15661352477036417,0.4694469266881545,0.37393954830865067 -1327,2018-09-07,17.549333572387695,17.549333572387695,17.889999389648438,16.816667556762695,17.34000015258789,337378500,0.08111909989458628,0.47726639431829637,0.4416144925575608 -1328,2018-09-10,19.03333282470703,19.03333282470703,19.068666458129883,18.06666755676269,18.21733283996582,214252500,0.3200231345370412,0.33253804203122855,0.34743884932249786 -1329,2018-09-11,18.62933349609375,18.62933349609375,18.799999237060547,18.23666763305664,18.631332397460938,137550000,0.21752642673839415,0.3818675417985235,0.400606029267822 -1330,2018-09-12,19.36933326721192,19.36933326721192,19.5,18.57666778564453,18.762666702270508,150231000,0.15669633088012536,0.19169059339910746,0.6516130775213241 -1331,2018-09-13,19.297332763671875,19.297332763671875,19.666667938232425,19.011999130249023,19.20133209228516,95104500,0.039280218072235584,0.368370287741224,0.5923494845628738 -1332,2018-09-14,19.68000030517578,19.68000030517578,19.82200050354004,19.101333618164062,19.250667572021484,101484000,0.2190904998117023,0.12792278226051065,0.6529867342776723 -1333,2018-09-17,19.6560001373291,19.6560001373291,20.058000564575195,19.20866775512696,19.336000442504883,103314000,0.13708848901093007,0.34650258589535954,0.5164089319109917 -1334,2018-09-18,18.997333526611328,18.997333526611328,20.176000595092773,18.36666679382324,19.779333114624023,248212500,0.1443457613522942,0.37007901933346243,0.4855752156392948 -1335,2018-09-19,19.93466758728028,19.93466758728028,20.0,18.700000762939453,18.700666427612305,124423500,0.178523202581952,0.41151205978045863,0.4099647294109066 -1336,2018-09-20,19.8886661529541,19.8886661529541,20.398666381835938,19.55533218383789,20.23733329772949,110241000,0.556976483735655,0.28525117438818726,0.15777237340807915 -1337,2018-09-21,19.940000534057617,19.940000534057617,20.038667678833008,19.69133377075196,19.84666633605957,75757500,0.3440330425898234,0.30808378166208666,0.3478831897179286 -1338,2018-09-24,19.978666305541992,19.978666305541992,20.200000762939453,19.57200050354004,19.898666381835938,72645000,0.06243661791086197,0.08521899332602818,0.8523443738619486 -1339,2018-09-25,20.06599998474121,20.06599998474121,20.30666732788086,19.76666641235352,20.0,67225500,0.17463619774207473,0.15173426852561533,0.6736295446753502 -1340,2018-09-26,20.6386661529541,20.6386661529541,20.926000595092773,20.073999404907227,20.12733268737793,117648000,0.392666095495224,0.1976126371882856,0.40972123444080355 -1341,2018-09-27,20.501333236694336,20.501333236694336,20.997333526611328,20.46066665649414,20.86000061035156,127636500,0.05035678381100297,0.6043051495083741,0.34533806719950266 -1342,2018-09-28,17.65133285522461,17.65133285522461,18.53333282470703,17.37066650390625,18.017332077026367,504745500,0.09439489706086793,0.47536005618582877,0.43024504530642715 -1343,2018-10-01,20.71333312988281,20.71333312988281,20.762666702270508,20.06999969482422,20.384666442871094,326664000,0.27310275487028635,0.1228349471751314,0.6040623049036815 -1344,2018-10-02,20.06800079345703,20.06800079345703,21.12266731262207,19.94333267211914,20.93000030517578,176152500,0.24191834924456018,0.3165427833222426,0.4415388603766377 -1345,2018-10-03,19.65333366394043,19.65333366394043,20.30666732788086,19.4379997253418,20.222000122070312,119925000,0.1984857790368168,0.43809282323835713,0.36342140022469194 -1346,2018-10-04,18.788667678833008,18.788667678833008,19.600000381469727,18.51133346557617,19.59666633605957,147213000,0.2746415615081787,0.3396841773142417,0.38567425683140755 -1347,2018-10-05,17.463333129882812,17.463333129882812,18.32533264160156,17.333332061767578,18.309999465942383,269167500,0.08403860286263556,0.5278128275711989,0.38814855572478524 -1348,2018-10-08,16.70400047302246,16.70400047302246,17.85066795349121,16.600000381469727,17.634666442871094,202090500,0.16674018309762081,0.38169505369539064,0.4515647478401661 -1349,2018-10-09,17.520000457763672,17.520000457763672,17.784666061401367,16.886667251586914,17.016666412353516,180909000,0.2174732606858015,0.3643080634996295,0.41821867078542707 -1350,2018-10-10,17.125333786010742,17.125333786010742,17.700666427612305,16.51799964904785,17.640666961669922,192229500,0.14676165752685988,0.38057259649324876,0.4726657557945985 -1351,2018-10-11,16.815332412719727,16.815332412719727,17.483333587646484,16.601999282836914,17.16866683959961,122515500,0.174198070827585,0.28325721270476395,0.542544721554105 -1352,2018-10-12,17.25200080871582,17.25200080871582,17.465999603271484,16.80066680908203,17.399999618530273,108021000,0.27390073612332344,0.12631259420886637,0.5997866697609424 -1353,2018-10-15,17.305999755859375,17.305999755859375,17.552000045776367,16.96933364868164,17.270666122436523,93000000,0.46699827909469604,0.009754436649382114,0.5232473611831665 -1354,2018-10-16,18.439332962036133,18.439332962036133,18.492000579833984,17.482667922973633,17.713333129882812,142896000,0.2408408187329769,0.2840672489255667,0.4750919391711553 -1355,2018-10-17,18.118667602539062,18.118667602539062,18.84666633605957,17.719999313354492,18.82666778564453,129832500,0.2203414492647756,0.17271280796690422,0.6069457507268949 -1356,2018-10-18,17.5939998626709,17.5939998626709,18.06666755676269,17.53333282470703,17.952667236328125,81318000,0.2890071796460284,0.09462639911928111,0.6163664327727424 -1357,2018-10-19,17.333332061767578,17.333332061767578,17.977333068847656,16.899999618530273,17.826000213623047,140632500,0.10997034795582294,0.37187795114836525,0.5181517354877931 -1358,2018-10-22,17.39666748046875,17.39666748046875,17.457332611083984,16.839332580566406,17.3786678314209,84004500,0.16097543051000684,0.36801989073865116,0.47100465185940266 -1359,2018-10-23,19.60933303833008,19.60933303833008,19.86199951171875,17.47333335876465,17.591333389282227,285417000,0.4595305501134135,0.33133658953011036,0.20913288369774818 -1360,2018-10-24,19.233333587646484,19.233333587646484,20.29599952697754,19.048667907714844,20.06999969482422,300874500,0.344056025429657,0.2675998846464085,0.3883440808364839 -1361,2018-10-25,20.99066734313965,20.99066734313965,21.39999961853028,20.067333221435547,21.14800071716309,312610500,0.42969573894515634,0.1779594014112193,0.392344850473679 -1362,2018-10-26,22.059999465942383,22.059999465942383,22.65999984741211,20.44333267211914,20.549999237060547,411382500,0.034252513919702986,0.4982978003099561,0.4674496848813512 -1363,2018-10-29,22.32333374023437,22.32333374023437,23.143999099731445,21.76666641235352,22.49799919128418,217290000,0.739073783159256,0.029991938080638648,0.2309342786669731 -1364,2018-10-30,21.99333381652832,21.99333381652832,22.52666664123535,21.483999252319336,21.892667770385746,136900500,0.12936294416431338,0.2644051293609664,0.6062319069169462 -1365,2018-10-31,22.488000869750977,22.488000869750977,22.799999237060547,21.940000534057617,22.16933250427246,114364500,0.05070763640105724,0.09046250116080046,0.8588298559188843 -1366,2018-11-01,22.95199966430664,22.95199966430664,23.189332962036133,22.315332412719727,22.55066680908203,120001500,0.34941977939822455,0.09292025521228259,0.5576599727977406 -1367,2018-11-02,23.0939998626709,23.0939998626709,23.280000686645508,22.727333068847656,22.916000366210938,117120000,0.2401588888695607,0.0753610168512051,0.684480109037115 -1368,2018-11-05,22.76000022888184,22.76000022888184,22.930667877197266,22.00933265686035,22.700000762939453,117465000,0.033921703696250916,0.9119364619255066,0.05414183437824249 -1369,2018-11-06,22.73733329772949,22.73733329772949,23.253332138061523,22.4060001373291,22.60466766357422,101443500,0.11646564863622189,0.18753009553377828,0.6960042460511128 -1370,2018-11-07,23.21066665649414,23.21066665649414,23.41200065612793,22.71999931335449,22.889333724975582,110617500,0.06252932548522949,0.029472019523382187,0.9079986214637756 -1371,2018-11-08,23.426666259765625,23.426666259765625,23.838666915893555,23.22933387756348,23.233333587646484,106360500,0.12230726810438293,0.07951894959634435,0.7981737981151257 -1372,2018-11-09,23.367332458496094,23.367332458496094,23.600000381469727,23.01533317565918,23.26666641235352,76482000,0.10317474603652954,0.08959256277347986,0.8072326871064993 -1373,2018-11-12,22.0853328704834,22.0853328704834,23.318666458129883,22.022666931152344,23.224666595458984,104122500,0.6199691891670227,0.013189215213060379,0.366841584444046 -1374,2018-11-13,22.582000732421875,22.582000732421875,22.979999542236328,22.14666748046875,22.21066665649414,81729000,0.06319352239370346,0.1401885902243001,0.7966178698199136 -1375,2018-11-14,22.933332443237305,22.933332443237305,23.14066696166992,22.476667404174805,22.84666633605957,75604500,0.030778343478838604,0.5241089258342981,0.4451126977801323 -1376,2018-11-15,23.22933387756348,23.22933387756348,23.238666534423828,22.6026668548584,22.82200050354004,69385500,0.5968873954067627,0.31702317933862406,0.08608944217363994 -1377,2018-11-16,23.62066650390625,23.62066650390625,23.71333312988281,23.007999420166016,23.012666702270508,108093000,0.20720730815082788,0.5069095557555556,0.28588313857714337 -1378,2018-11-19,23.564666748046875,23.564666748046875,24.450000762939453,23.525333404541016,23.756000518798828,145633500,0.2875282779335976,0.03962813653051853,0.6728435397148133 -1379,2018-11-20,23.166000366210938,23.166000366210938,23.31999969482422,22.23666763305664,22.78333282470703,120070500,0.6260643005371094,0.008408915251493454,0.3655267357826233 -1380,2018-11-21,22.54599952697754,22.54599952697754,23.540000915527344,22.49333381652832,23.46666717529297,70302000,0.04680381342768669,0.01721586287021637,0.9359803795814514 -1381,2018-11-23,21.722000122070312,21.722000122070312,22.5,21.703332901000977,22.290000915527344,63039000,0.0,0.0,0.0 -1382,2018-11-26,23.06666755676269,23.06666755676269,23.08133316040039,21.666667938232425,21.666667938232425,119881500,0.11913152993656695,0.41831490164622664,0.46255356073379517 -1383,2018-11-27,22.92799949645996,22.92799949645996,23.13066673278809,22.36666679382324,22.670000076293945,95374500,0.03601647230486075,0.7876248310009638,0.17635869327932596 -1384,2018-11-28,23.19133377075196,23.19133377075196,23.21866607666016,22.81399917602539,23.06599998474121,61914000,0.15086432586291007,0.18208534749490873,0.6670503469982317 -1385,2018-11-29,22.744667053222656,22.744667053222656,23.166667938232425,22.63666725158692,23.13333320617676,46210500,0.26482888534665106,0.019830877892673016,0.7153401911258698 -1386,2018-11-30,23.365333557128903,23.365333557128903,23.440000534057617,22.55066680908203,22.788667678833008,84436500,0.28002157881855966,0.3713338216766715,0.34864462018013 -1387,2018-12-03,23.89933204650879,23.89933204650879,24.39999961853028,23.46666717529297,24.0,124597500,0.35477759192387265,0.27467453603943187,0.37054785589377087 -1388,2018-12-04,23.979999542236328,23.979999542236328,24.57866668701172,23.46666717529297,23.73666763305664,126928500,0.4079968724399805,0.023521666415035725,0.5684814751148224 -1389,2018-12-06,24.20400047302246,24.20400047302246,24.492000579833984,23.38400077819824,23.733999252319336,117637500,0.4705771403387189,0.015997725422494113,0.5134250996634364 -1390,2018-12-07,23.86466789245605,23.86466789245605,25.29933357238769,23.84333229064941,24.600000381469727,172668000,0.2203065063804388,0.13299165123744922,0.6467018394785768 -1391,2018-12-10,24.34333229064941,24.34333229064941,24.398666381835938,23.541332244873047,24.0,99202500,0.25298404693603516,0.05314916651695967,0.6938668042421341 -1392,2018-12-11,24.450666427612305,24.450666427612305,24.81133270263672,24.01533317565918,24.6606674194336,94632000,0.05986197532287666,0.2563929496599095,0.6837450936436653 -1393,2018-12-12,24.440000534057617,24.440000534057617,24.79400062561035,24.3439998626709,24.62800025939941,75405000,0.2905839625746012,0.04428480565547943,0.6651312410831451 -1394,2018-12-13,25.11933326721192,25.11933326721192,25.16266632080078,24.450000762939453,24.676666259765625,110488500,0.27039327565580606,0.19427246320992708,0.5353342704474926 -1395,2018-12-14,24.38066673278809,24.38066673278809,25.19133377075196,24.288667678833008,25.0,95064000,0.26562175971709867,0.364768760278821,0.3696094856343486 -1396,2018-12-17,23.22800064086914,23.22800064086914,24.3799991607666,22.92533302307129,24.13333320617676,115110000,0.10625620186328888,0.4064083993434906,0.4873354136943817 -1397,2018-12-18,22.46866607666016,22.46866607666016,23.43666648864746,22.246000289916992,23.36933326721192,106500000,0.26505385246127844,0.37452354468405247,0.3604225879535079 -1398,2018-12-19,22.19799995422364,22.19799995422364,23.13400077819824,21.98266792297364,22.50666618347168,124113000,0.029786880314350127,0.29965701401233674,0.6705561280250549 -1399,2018-12-20,21.025333404541016,21.025333404541016,22.019332885742188,20.791332244873047,21.803333282470703,136078500,0.17973686754703522,0.028334766626358032,0.7919283509254456 -1400,2018-12-21,21.31800079345703,21.31800079345703,21.564666748046875,20.82933235168457,21.15999984741211,120252000,0.08602197126795848,0.06469080814470847,0.849287211894989 -1401,2018-12-24,19.69266700744629,19.69266700744629,20.96666717529297,19.68000030517578,20.89999961853028,83398500,0.03672926686704159,0.6916458656390508,0.2716249159226815 -1402,2018-12-26,21.73933219909668,21.73933219909668,21.79800033569336,19.606000900268555,20.0,122446500,0.5624266788363457,0.01804384868592024,0.4195294864475727 -1403,2018-12-27,21.07533264160156,21.07533264160156,21.47800064086914,20.100000381469727,21.32266616821289,128626500,0.06751353728274505,0.11784922828276952,0.8146372437477112 -1404,2018-12-28,22.257999420166016,22.257999420166016,22.416000366210938,21.227333068847656,21.540000915527344,149085000,0.15691060423851014,0.0666085728444159,0.7764808245003223 -1405,2018-12-31,22.18666648864746,22.18666648864746,22.61400032043457,21.68400001525879,22.519332885742188,94534500,0.10955532873049378,0.22381682926788926,0.6666278410702944 -1406,2019-01-02,20.67466735839844,20.67466735839844,21.0086669921875,19.920000076293945,20.406667709350582,174879000,0.15502982227789128,0.6670031375525629,0.17796706085038536 -1407,2019-01-03,20.02400016784668,20.02400016784668,20.62666702270508,19.82533264160156,20.46666717529297,104478000,0.16172990098129958,0.6767813175101765,0.1614887893665582 -1408,2019-01-04,21.179332733154297,21.179332733154297,21.200000762939453,20.18199920654297,20.39999961853028,110911500,0.1830092492428693,0.322592030364004,0.49439874054356053 -1409,2019-01-07,22.33066749572754,22.33066749572754,22.44933319091797,21.183332443237305,21.44799995422364,113268000,0.35578940691132294,0.1474850695629261,0.4967255239423953 -1410,2019-01-08,22.356666564941406,22.356666564941406,22.93400001525879,21.801332473754883,22.797332763671875,105127500,0.5239825390279294,0.024486948270350695,0.4515304997563362 -1411,2019-01-09,22.568666458129883,22.568666458129883,22.89999961853028,22.097999572753903,22.36666679382324,81493500,0.24908369771120223,0.3848875353790142,0.36602876030585985 -1412,2019-01-10,22.99799919128418,22.99799919128418,23.025999069213867,22.11933326721192,22.293333053588867,90846000,0.1886787462979555,0.29443340711295607,0.5168878942728042 -1413,2019-01-11,23.15066719055176,23.15066719055176,23.227333068847656,22.584667205810547,22.80599975585937,75586500,0.2090383759803242,0.010814075151251422,0.780147522687912 -1414,2019-01-14,22.293333053588867,22.293333053588867,22.83333206176757,22.26666641235352,22.82533264160156,78709500,0.1578099667094648,0.13187952537555248,0.7103105150163174 -1415,2019-01-15,22.96199989318848,22.96199989318848,23.253332138061523,22.299999237060547,22.33333206176757,90849000,0.7342473268508911,0.010602397844195366,0.25515031814575195 -1416,2019-01-16,23.06999969482422,23.06999969482422,23.46666717529297,22.89999961853028,22.985332489013672,70375500,0.12223204970359802,0.013867010362446308,0.8639009296894073 -1417,2019-01-17,23.15399932861328,23.15399932861328,23.433332443237305,22.94333267211914,23.08066749572754,55150500,0.13592897272772259,0.47887441453834373,0.38519656616780495 -1418,2019-01-18,20.15066719055176,20.15066719055176,21.808666229248047,19.98200035095215,21.53333282470703,362262000,0.07189206461257794,0.7708402781144661,0.15726766976363518 -1419,2019-01-22,19.92799949645996,19.92799949645996,20.53333282470703,19.700000762939453,20.321332931518555,181000500,0.12999756820499897,0.1307830079458654,0.7392194122076035 -1420,2019-01-23,19.172666549682617,19.172666549682617,19.63333320617676,18.779333114624023,19.5,187950000,0.14380009029991925,0.6223418799927458,0.2338579990901053 -1421,2019-01-24,19.43400001525879,19.43400001525879,19.57866668701172,18.618667602539062,18.868667602539062,120183000,0.032297378638759255,0.693518215790391,0.27418440813198686 -1422,2019-01-25,19.80266761779785,19.80266761779785,19.90133285522461,19.303333282470703,19.6259994506836,108744000,0.05673709884285927,0.07821570336818695,0.8650471568107605 -1423,2019-01-28,19.7586669921875,19.7586669921875,19.83066749572754,19.183332443237305,19.527332305908203,96349500,0.1375863602651017,0.6487380053315844,0.21367565276367323 -1424,2019-01-29,19.83066749572754,19.83066749572754,19.90399932861328,19.453332901000977,19.68466758728028,69325500,0.44779202435165644,0.3226076839491725,0.22960030566900969 -1425,2019-01-30,20.584667205810547,20.584667205810547,20.600000381469727,19.89933204650879,20.030000686645508,168754500,0.21344403594144082,0.17579576946598918,0.6107601993962338 -1426,2019-01-31,20.468000411987305,20.468000411987305,20.770666122436523,19.600000381469727,20.06666755676269,188538000,0.13017001480705315,0.38455789512203586,0.4852720824100317 -1427,2019-02-01,20.81399917602539,20.81399917602539,21.07333374023437,20.233333587646484,20.3613338470459,109251000,0.15067299036309123,0.26665994959572953,0.5826670651634535 -1428,2019-02-04,20.85933303833008,20.85933303833008,21.020000457763672,20.125333786010746,20.865333557128903,110281500,0.13996212221682072,0.16382678849622606,0.6962110970169306 -1429,2019-02-05,21.42333221435547,21.42333221435547,21.496000289916992,20.81666755676269,20.832666397094727,101142000,0.02450651302933693,0.6731868681187431,0.30230660643428564 -1430,2019-02-06,21.14800071716309,21.14800071716309,21.61599922180176,21.041332244873047,21.30599975585937,75577500,0.2745721611593451,0.6426182727196387,0.08280956585492406 -1431,2019-02-07,20.500667572021484,20.500667572021484,20.979999542236328,20.200000762939453,20.88666725158692,97809000,0.10647515311009353,0.5963637796748016,0.2971610493130154 -1432,2019-02-08,20.38666725158692,20.38666725158692,20.49666786193848,19.89999961853028,20.4553337097168,87663000,0.4960252270102501,0.011202729539945722,0.49277207255363464 -1433,2019-02-11,20.856000900268555,20.856000900268555,21.239999771118164,20.700000762939453,20.773332595825195,106945500,0.30038333433465314,0.2803158169039167,0.4193008756981446 -1434,2019-02-12,20.78733253479004,20.78733253479004,21.21266746520996,20.641332626342773,21.07999992370605,82764000,0.20067566856741906,0.14403055626899003,0.6552937954664231 -1435,2019-02-13,20.544666290283203,20.544666290283203,20.850000381469727,20.3713321685791,20.82333374023437,77124000,0.09962731264531613,0.16627128534018992,0.73410137090832 -1436,2019-02-14,20.251333236694336,20.251333236694336,20.45133209228516,20.06666755676269,20.22533226013184,78012000,0.310084062628448,0.16923267425348362,0.5206832351783911 -1437,2019-02-15,20.525333404541016,20.525333404541016,20.53333282470703,20.26000022888184,20.299999237060547,58573500,0.08634991198778152,0.05255835093557835,0.8610917448997497 -1438,2019-02-19,20.3759994506836,20.3759994506836,20.769332885742188,20.36466789245605,20.437332153320312,62526000,0.14331685053184628,0.27108356659300625,0.5855995817109942 -1439,2019-02-20,20.17066764831543,20.17066764831543,20.420000076293945,19.933332443237305,20.29400062561035,107131500,0.12405031841368444,0.31667901560544004,0.5592706688349286 -1440,2019-02-21,19.415332794189453,19.415332794189453,20.215999603271484,19.36666679382324,20.12066650390625,133638000,0.13824484104083645,0.5990053180398213,0.2627498221894105 -1441,2019-02-22,19.6473331451416,19.6473331451416,19.76666641235352,19.47333335876465,19.632667541503903,86109000,0.2947154922617806,0.276825293381181,0.4284592266711924 -1442,2019-02-25,19.917999267578125,19.917999267578125,20.19333267211914,19.799999237060547,19.86066627502441,99397500,0.02301222210129102,0.6291652135550976,0.3478225953876972 -1443,2019-02-26,19.85733222961425,19.85733222961425,20.13400077819824,19.251333236694336,19.481332778930664,128737500,0.056959871637324494,0.6114065875299275,0.3316335404912631 -1444,2019-02-27,20.98266792297364,20.98266792297364,21.08666610717773,20.036666870117188,20.118667602539062,167758500,0.2008173567786192,0.34670971807402867,0.45247292852339643 -1445,2019-02-28,21.32533264160156,21.32533264160156,21.33333206176757,20.720666885375977,21.26133346557617,157810500,0.12253563530743122,0.3091419947147369,0.5683223769813776 -1446,2019-03-01,19.652666091918945,19.652666091918945,20.47533226013184,19.459999084472656,20.46266746520996,343671000,0.10563309694536858,0.3964533388407694,0.49791355460054343 -1447,2019-03-04,19.02400016784668,19.02400016784668,19.933332443237305,18.85199928283692,19.87466621398925,256452000,0.28571540128905326,0.13461496942909434,0.5796696258476004 -1448,2019-03-05,18.43600082397461,18.43600082397461,18.933332443237305,18.00666618347168,18.799999237060547,281470500,0.12386784115401299,0.27584970896334754,0.6002824597222649 -1449,2019-03-06,18.416000366210938,18.416000366210938,18.767332077026367,18.292667388916016,18.43199920654297,155032500,0.0987792366112654,0.29953870879342925,0.6016820547385857 -1450,2019-03-07,18.439332962036133,18.439332962036133,18.979999542236328,18.28333282470703,18.589332580566406,141637500,0.3386604701434927,0.31561923432829125,0.34572028927505016 -1451,2019-03-08,18.94266700744629,18.94266700744629,19.03933334350586,18.392667770385746,18.46066665649414,132294000,0.471812652113537,0.13173278941151997,0.3964545466005802 -1452,2019-03-11,19.39466667175293,19.39466667175293,19.41866683959961,18.700000762939453,18.90133285522461,110884500,0.3261086435522884,0.35706982722040265,0.31682154107838867 -1453,2019-03-12,18.89066696166992,18.89066696166992,19.204666137695312,18.73733329772949,19.09933280944824,112561500,0.04939597379416227,0.48437001917045563,0.4662339868955314 -1454,2019-03-13,19.263999938964844,19.263999938964844,19.465999603271484,18.84666633605957,18.926666259765625,102670500,0.07833657387111868,0.474380446997072,0.4472829614366804 -1455,2019-03-14,19.33066749572754,19.33066749572754,19.69266700744629,19.21933364868164,19.49666786193848,106551000,0.18734599284029432,0.3987082384659776,0.41394578399402754 -1456,2019-03-15,18.36199951171875,18.36199951171875,18.9146671295166,18.293333053588867,18.90066719055176,221782500,0.10821577734672107,0.24880719421288142,0.6429770338850526 -1457,2019-03-18,17.965999603271484,17.965999603271484,18.536666870117188,17.81999969482422,18.39999961853028,154215000,0.08600826902935903,0.5360366386982302,0.3779550964633624 -1458,2019-03-19,17.83133316040039,17.83133316040039,18.21999931335449,17.56399917602539,17.833332061767578,177009000,0.04597708592191339,0.5213057063519955,0.43271722495555875 -1459,2019-03-20,18.239999771118164,18.239999771118164,18.33133316040039,17.753332138061523,17.979333877563477,103623000,0.03494437765330076,0.3272639162838459,0.6377917245030403 -1460,2019-03-21,18.26799964904785,18.26799964904785,18.43000030517578,17.89666748046875,18.17333221435547,89206500,0.03507607306043307,0.6764565106067393,0.2884674121936162 -1461,2019-03-22,17.635332107543945,17.635332107543945,18.18666648864746,17.600000381469727,18.17200088500977,131184000,0.15653915299723545,0.28149149246099925,0.5619693568183316 -1462,2019-03-25,17.3613338470459,17.3613338470459,17.545333862304688,16.964000701904297,17.31399917602539,153225000,0.17216033648167337,0.4463817549071142,0.38145792697157177 -1463,2019-03-26,17.851333618164062,17.851333618164062,18.017332077026367,17.6286678314209,17.62933349609375,110263500,0.23646307773888112,0.37136913193389776,0.3921678248792887 -1464,2019-03-27,18.32200050354004,18.32200050354004,18.357999801635746,17.8786678314209,17.916667938232422,131688000,0.12539564064619216,0.20570071685043248,0.6689036502079531 -1465,2019-03-28,18.57466697692871,18.57466697692871,18.68866729736328,18.34000015258789,18.477333068847656,101611500,0.12293529200057189,0.30895368941128254,0.5681110223134359 -1466,2019-03-29,18.65733337402344,18.65733337402344,18.67733383178711,18.299999237060547,18.57999992370605,89869500,0.18909785468131304,0.36988696120679376,0.44101518392562866 -1467,2019-04-01,19.27866744995117,19.27866744995117,19.280000686645508,18.75200080871582,18.841333389282227,121656000,0.38653196033556014,0.17930711014196277,0.4341609440743923 -1468,2019-04-02,19.058666229248047,19.058666229248047,19.29599952697754,18.92533302307129,19.21999931335449,82183500,0.16730091787342513,0.34368879560913357,0.4890103058091232 -1469,2019-04-03,19.45400047302246,19.45400047302246,19.744667053222656,19.14466667175293,19.15466690063477,118791000,0.11604005098342896,0.5028511596222719,0.3811088005701701 -1470,2019-04-04,17.851999282836914,17.851999282836914,18.07999992370605,17.37266731262207,17.459333419799805,355810500,0.057808023462395955,0.7151657948067979,0.22702616754838306 -1471,2019-04-05,18.33066749572754,18.33066749572754,18.406667709350582,17.74066734313965,17.99066734313965,195574500,0.037928554991429504,0.41515131142329087,0.5469201450998132 -1472,2019-04-08,18.21333312988281,18.21333312988281,18.74399948120117,18.029333114624023,18.512666702270508,156156000,0.23909430543426424,0.25204607262276113,0.5088596243876964 -1473,2019-04-09,18.15399932861328,18.15399932861328,18.33333206176757,17.974000930786133,18.11000061035156,88560000,0.3575131297111511,0.062294866889715195,0.5801920294761658 -1474,2019-04-10,18.40399932861328,18.40399932861328,18.558666229248047,18.19266700744629,18.44933319091797,105919500,0.2797006778419018,0.2503179837949574,0.4699813202023506 -1475,2019-04-11,17.89466667175293,17.89466667175293,18.03333282470703,17.706666946411133,17.886667251586914,147538500,0.11441894865129143,0.3647331880638376,0.5208478879649192 -1476,2019-04-12,17.84666633605957,17.84666633605957,18.1299991607666,17.788667678833008,18.014667510986328,101190000,0.16384746739640832,0.29544468885287645,0.5407078513875604 -1477,2019-04-15,17.7586669921875,17.7586669921875,17.92533302307129,17.242000579833984,17.908666610717773,150579000,0.34978922503069043,0.29407715052366257,0.3561335913836956 -1478,2019-04-16,18.224000930786133,18.224000930786133,18.33333206176757,17.648000717163086,17.71666717529297,109093500,0.06249273816744486,0.15111971429238716,0.7863875205318133 -1479,2019-04-17,18.082000732421875,18.082000732421875,18.31933212280273,17.902666091918945,18.31666755676269,76897500,0.13969761266240052,0.2883040629593389,0.5719983205199242 -1480,2019-04-18,18.21733283996582,18.21733283996582,18.32266616821289,17.983333587646484,18.082000732421875,88144500,0.09802349967261155,0.6247742343693972,0.27720224981506664 -1481,2019-04-22,17.516666412353516,17.516666412353516,17.978666305541992,17.498666763305664,17.933332443237305,182206500,0.09904094323839831,0.2570163665096397,0.6439426962448203 -1482,2019-04-23,17.593332290649414,17.593332290649414,17.706666946411133,17.049999237060547,17.343332290649414,164158500,0.15167984677928276,0.25499804271385074,0.5933221208638159 -1483,2019-04-24,17.243999481201172,17.243999481201172,17.687999725341797,17.200000762939453,17.59000015258789,160912500,0.1823485077908024,0.31231547063455367,0.5053360245835322 -1484,2019-04-25,16.5086669921875,16.5086669921875,17.266666412353516,16.404666900634766,17.0,327741000,0.2693142616906418,0.4082552074956206,0.3224305213930515 -1485,2019-04-26,15.675999641418455,15.675999641418455,16.44533348083496,15.408666610717772,16.433332443237305,335410500,0.28406901046147814,0.2274720799177885,0.4884589063408582 -1486,2019-04-29,16.097999572753906,16.097999572753906,16.26533317565918,15.477999687194824,15.723999977111816,250717500,0.4754816440399736,0.22056808765046299,0.30395027180202305 -1487,2019-04-30,15.912667274475098,15.912667274475098,16.28066635131836,15.800000190734863,16.137332916259766,141969000,0.30863908808678386,0.1996789053082466,0.49168200641870496 -1488,2019-05-01,15.600666999816896,15.600666999816896,16.0,15.43333339691162,15.923333168029783,160566000,0.22900986927561462,0.34607764857355505,0.42491248343139887 -1489,2019-05-02,16.273332595825195,16.273332595825195,16.475332260131836,15.847999572753906,16.368000030517578,272389500,0.25085258879698813,0.16683419299910643,0.5823132029867598 -1490,2019-05-03,17.00200080871582,17.00200080871582,17.107332229614258,16.232667922973633,16.257333755493164,355602000,0.2892738337485263,0.1500025074928999,0.5607236549258232 -1491,2019-05-06,17.022666931152344,17.022666931152344,17.22333335876465,16.566667556762695,16.667999267578125,162508500,0.26046026721596716,0.045648600347340106,0.6938911557197571 -1492,2019-05-07,16.470666885375977,16.470666885375977,17.1473331451416,16.34000015258789,17.1200008392334,151971000,0.40341481069723767,0.1778822261840105,0.418702960635225 -1493,2019-05-08,16.32266616821289,16.32266616821289,16.706666946411133,16.280000686645508,16.46266746520996,92646000,0.21049682330340147,0.027387597365304828,0.7621155977249146 -1494,2019-05-09,16.131999969482422,16.131999969482422,16.245332717895508,15.79599952697754,16.133333206176758,100671000,0.1970935077406466,0.5037024691700935,0.29920399375259876 -1495,2019-05-10,15.968000411987305,15.968000411987305,16.132667541503906,15.73466682434082,15.983332633972168,105124500,0.029172898968681693,0.6937183351255953,0.2771087768487632 -1496,2019-05-13,15.133999824523926,15.133999824523926,15.498000144958496,14.966667175292969,15.46733283996582,162522000,0.24933516420423985,0.31447971309535205,0.43618511594831944 -1497,2019-05-14,15.487333297729492,15.487333297729492,15.633333206176758,15.199999809265137,15.286666870117188,108786000,0.36745006684213877,0.2361415702616796,0.3964083530008793 -1498,2019-05-15,15.463333129882812,15.463333129882812,15.496000289916992,15.016667366027832,15.288000106811523,109440000,0.09184669330716133,0.01570275956764817,0.8924505352973938 -1499,2019-05-16,15.222000122070312,15.222000122070312,15.399999618530272,15.100000381469728,15.29933261871338,112249500,0.32429742564757663,0.3064625694726904,0.3692400221609407 -1500,2019-05-17,14.0686674118042,14.0686674118042,14.815999984741213,13.928000450134276,14.797332763671877,266800500,0.0953254553356341,0.29987153144819395,0.6048030198684761 -1501,2019-05-20,13.690667152404783,13.690667152404783,13.733332633972168,13.016667366027832,13.520000457763672,307893000,0.15810730960220098,0.45362300070172007,0.38826967047696764 -1502,2019-05-21,13.67199993133545,13.67199993133545,13.826666831970217,13.06933307647705,13.184000015258787,270058500,0.07645120564848185,0.5419615946593694,0.38158719113562256 -1503,2019-05-22,12.84866714477539,12.84866714477539,13.595999717712402,12.785332679748535,13.273332595825195,280278000,0.07657974695653788,0.5636461326586348,0.35977412494165556 -1504,2019-05-23,13.03266716003418,13.03266716003418,13.29800033569336,12.414667129516602,12.956000328063965,398206500,0.2318617126650431,0.4406590041365813,0.32747927722944453 -1505,2019-05-24,12.708666801452637,12.708666801452637,13.33199977874756,12.583333015441896,13.321999549865724,212049000,0.048213819827651605,0.5348027825821191,0.416983405710198 -1506,2019-05-28,12.579999923706056,12.579999923706056,13.0,12.523332595825195,12.74666690826416,154693500,0.19621653316749466,0.012817698530852795,0.7909657292895846 -1507,2019-05-29,12.657333374023438,12.657333374023438,12.826000213623049,12.336000442504885,12.473333358764648,179529000,0.18916568734372655,0.24326341676836213,0.5675708946461478 -1508,2019-05-30,12.54800033569336,12.54800033569336,12.817333221435549,12.468000411987305,12.583333015441896,118897500,0.1765285860747099,0.21354878263082355,0.6099226176738739 -1509,2019-05-31,12.343999862670898,12.343999862670898,12.661333084106444,12.273332595825195,12.34000015258789,156100500,0.2111551889351436,0.32497830715562614,0.46386649353163584 -1510,2019-06-03,11.9313325881958,11.9313325881958,12.445332527160645,11.79933261871338,12.36733341217041,195966000,0.03216889048261302,0.3664230427571705,0.6014080569148064 -1511,2019-06-04,12.90666675567627,12.90666675567627,12.932000160217283,11.973999977111816,12.07333278656006,207112500,0.2880214701096217,0.17394942107299963,0.5380291373779377 -1512,2019-06-05,13.105999946594238,13.105999946594238,13.41866683959961,12.789999961853027,13.245332717895508,202662000,0.5539667109648386,0.0626610592007637,0.3833721751968066 -1513,2019-06-06,13.729999542236328,13.729999542236328,14.06666660308838,13.453332901000977,13.629332542419434,303633000,0.8590626120567322,0.11187078803777695,0.029066646471619606 -1514,2019-06-07,13.633333206176758,13.633333206176758,14.055999755859377,13.56666660308838,13.666666984558104,240052500,0.4337228188912074,0.061038818986465536,0.5052383287499348 -1515,2019-06-10,14.19200038909912,14.19200038909912,14.46266746520996,13.934000015258787,14.016667366027832,158775000,0.0070360563695430756,0.9685587882995605,0.02440517209470272 -1516,2019-06-11,14.473333358764648,14.473333358764648,14.726667404174805,14.233332633972168,14.609333038330078,174802500,0.15377214550971985,0.040020352927967906,0.806207463145256 -1517,2019-06-12,13.95066738128662,13.95066738128662,14.892000198364258,13.93333339691162,14.863332748413086,227962500,0.30555599995634775,0.11790991479276934,0.5765340809964321 -1518,2019-06-13,14.260666847229004,14.260666847229004,14.326666831970217,13.833999633789062,14.025333404541016,122524500,0.2357152429010187,0.335118955001235,0.42916578905923025 -1519,2019-06-14,14.32800006866455,14.32800006866455,14.44333267211914,14.026666641235352,14.083333015441896,111501000,0.34172716457396746,0.07872536638751626,0.5795474611222744 -1520,2019-06-17,15.001999855041504,15.001999855041504,15.133333206176758,14.284667015075684,14.36533260345459,184752000,0.04688832052052021,0.4086557425558567,0.5444559499621391 -1521,2019-06-18,14.982666969299316,14.982666969299316,15.649333000183104,14.837332725524902,15.248000144958496,190737000,0.20746758952736855,0.3419087727864583,0.45062365382909775 -1522,2019-06-19,15.095333099365234,15.095333099365234,15.184666633605955,14.737333297729492,15.007332801818848,98626500,0.05142502606447254,0.7970171369878309,0.15155782364308834 -1523,2019-06-20,14.641332626342772,14.641332626342772,15.126667022705078,14.423333168029783,14.866666793823242,177952500,0.05936036242002791,0.5492027693174102,0.391436866061254 -1524,2019-06-21,14.790666580200195,14.790666580200195,14.812000274658203,14.366666793823242,14.414667129516602,123031500,0.0528838699683547,0.327492194250226,0.6196239147749212 -1525,2019-06-24,14.90933322906494,14.90933322906494,15.057332992553713,14.73466682434082,14.88266658782959,86262000,0.1951165646314621,0.3608831185847521,0.44400033354759216 -1526,2019-06-25,14.650667190551758,14.650667190551758,15.022666931152344,14.63266658782959,14.959333419799805,92731500,0.2526410622522235,0.165810062084347,0.5815489068627357 -1527,2019-06-26,14.618000030517578,14.618000030517578,15.148667335510254,14.539999961853027,14.687333106994627,127608000,0.1440333873964846,0.6284193699248135,0.22754724621772765 -1528,2019-06-27,14.855999946594238,14.855999946594238,14.859999656677246,14.489999771118164,14.630000114440918,95095500,0.025260649621486664,0.03275074437260628,0.9419885873794556 -1529,2019-06-28,14.897333145141602,14.897333145141602,15.011333465576172,14.720000267028809,14.732666969299316,102771000,0.1386300583059589,0.5482696025735803,0.3131003338429663 -1530,2019-07-01,15.14466667175293,15.14466667175293,15.539999961853027,15.085332870483398,15.347332954406738,123201000,0.3272177577018738,0.29499222834904987,0.3777899816632271 -1531,2019-07-02,14.970000267028809,14.970000267028809,15.276666641235352,14.814666748046877,15.259332656860352,138885000,0.5646543780341744,0.19795401208102703,0.23739162757992743 -1532,2019-07-03,15.65999984741211,15.65999984741211,16.10466766357422,15.633999824523926,15.959333419799805,213016500,0.43614230013411975,0.08332952638359173,0.48052818190468394 -1533,2019-07-05,15.539999961853027,15.539999961853027,15.696666717529297,15.386667251586914,15.637999534606934,105985500,0.6961687803268433,0.027178213000297546,0.2766530215740204 -1534,2019-07-08,15.355999946594238,15.355999946594238,15.483332633972168,15.244000434875488,15.416000366210938,88207500,0.0,0.0,0.0 -1535,2019-07-09,15.337332725524902,15.337332725524902,15.399999618530272,15.152000427246094,15.264666557312012,92862000,0.10928534204140306,0.04924869001843035,0.8414659649133682 -1536,2019-07-10,15.928000450134276,15.928000450134276,15.929332733154297,15.542667388916016,15.609999656677246,137185500,0.37542000516421264,0.035827999313672386,0.5887520147694482 -1537,2019-07-11,15.90666675567627,15.90666675567627,16.100000381469727,15.720000267028809,15.87600040435791,112716000,0.0925020151771605,0.41948491148650646,0.48801310919225216 -1538,2019-07-12,16.338666915893555,16.338666915893555,16.358667373657227,15.980667114257812,15.983332633972168,138007500,0.0,0.0,0.0 -1539,2019-07-15,16.899999618530273,16.899999618530273,16.961332321166992,16.323999404907227,16.53333282470703,165001500,0.09435825608670712,0.4324756981804967,0.4731660671532154 -1540,2019-07-16,16.825332641601562,16.825332641601562,16.902000427246094,16.528667449951172,16.6200008392334,122235000,0.26980832111663544,0.49501727370975107,0.23517440230800554 -1541,2019-07-17,16.99066734313965,16.99066734313965,17.220666885375977,16.889999389648438,17.044666290283203,146470500,0.06606693845242262,0.7683206995328268,0.1656123468031486 -1542,2019-07-18,16.902666091918945,16.902666091918945,17.049999237060547,16.792667388916016,17.003332138061523,71379000,0.0,0.0,0.0 -1543,2019-07-19,17.211999893188477,17.211999893188477,17.33066749572754,16.974666595458984,17.04599952697754,105726000,0.46265752613544464,0.03760143741965294,0.49974100664258003 -1544,2019-07-22,17.045333862304688,17.045333862304688,17.476667404174805,16.945999145507812,17.25,102636000,0.11735478788614273,0.013314809650182724,0.8693304061889648 -1545,2019-07-23,17.344667434692383,17.344667434692383,17.365333557128906,16.96666717529297,17.11400032043457,75346500,0.28660827754065393,0.3359648769721389,0.3774268411099911 -1546,2019-07-24,17.658666610717773,17.658666610717773,17.738000869750977,17.21066665649414,17.277999877929688,166092000,0.06491721846396104,0.48089730576612055,0.45418548735324293 -1547,2019-07-25,15.254667282104492,15.254667282104492,15.633333206176758,15.036666870117188,15.56666660308838,336274500,0.08304427794950164,0.5602000836768876,0.3567556568380931 -1548,2019-07-26,15.202667236328123,15.202667236328123,15.350666999816896,14.81666660308838,15.128000259399414,150415500,0.06251081017156442,0.1895298627205193,0.7479592859745026 -1549,2019-07-29,15.718000411987305,15.718000411987305,15.72933292388916,15.0686674118042,15.13933277130127,139099500,0.15884361788630486,0.2206278033554554,0.6205285787582397 -1550,2019-07-30,16.150667190551758,16.150667190551758,16.224000930786133,15.478667259216309,15.526666641235352,121635000,0.3663131867845853,0.06593946631376942,0.5677473495403925 -1551,2019-07-31,16.107332229614258,16.107332229614258,16.44533348083496,15.776666641235352,16.200000762939453,137673000,0.031098932027816772,0.9515490531921387,0.01735202968120575 -1552,2019-08-01,15.59000015258789,15.59000015258789,16.30066680908203,15.451333045959473,16.176666259765625,123892500,0.04661312885582447,0.4364788085222244,0.5169080793857574 -1553,2019-08-02,15.62266731262207,15.62266731262207,15.751333236694336,15.281999588012695,15.423333168029783,92047500,0.06600609235465527,0.08639002591371536,0.8476038873195648 -1554,2019-08-05,15.221332550048828,15.221332550048828,15.424667358398438,15.052000045776367,15.30666732788086,105424500,0.051829042844474316,0.016824636608362198,0.9313463270664215 -1555,2019-08-06,15.383333206176758,15.383333206176758,15.5,15.050000190734863,15.458666801452637,83463000,0.06360960192978382,0.021319867111742496,0.9150705337524414 -1556,2019-08-07,15.56133270263672,15.56133270263672,15.571332931518556,15.053333282470703,15.100000381469728,71647500,0.25463857129216194,0.39699453220237046,0.3483668863773346 -1557,2019-08-08,15.886667251586914,15.886667251586914,15.986666679382324,15.510000228881836,15.630000114440918,79114500,0.4135681251063943,0.3526913896203041,0.23374052718281746 -1558,2019-08-09,15.667332649230955,15.667332649230955,15.93066692352295,15.587332725524902,15.736666679382324,58473000,0.20291661471128464,0.018410290280977886,0.7786731322606405 -1559,2019-08-12,15.267333030700684,15.267333030700684,15.718000411987305,15.25,15.53266716003418,69958500,0.05954235792160034,0.015253755263984203,0.9252038598060608 -1560,2019-08-13,15.666666984558104,15.666666984558104,15.733332633972168,15.170000076293944,15.253999710083008,72721500,0.0,0.0,0.0 -1561,2019-08-14,14.641332626342772,14.641332626342772,15.43333339691162,14.446000099182127,15.413999557495115,143439000,0.30662366685767967,0.39309635292738676,0.30028002584973973 -1562,2019-08-15,14.37600040435791,14.37600040435791,14.77066707611084,14.103333473205566,14.723999977111816,122394000,0.015708116814494133,0.9360292553901672,0.04826262965798378 -1563,2019-08-16,14.662667274475098,14.662667274475098,14.815999984741213,14.40133285522461,14.444000244140623,76477500,0.3235020985205968,0.5212391698732972,0.15525871515274048 -1564,2019-08-19,15.121999740600586,15.121999740600586,15.18866729736328,14.779999732971191,14.947333335876465,79644000,0.16473902824024358,0.5331198076407114,0.30214114487171173 -1565,2019-08-20,15.057332992553713,15.057332992553713,15.272666931152344,14.969332695007324,15.174667358398438,61878000,0.2031783087608906,0.45446583585670364,0.34235586068378043 -1566,2019-08-21,14.722000122070312,14.722000122070312,14.881333351135254,14.506667137145996,14.800666809082031,116914500,0.1219405448064208,0.6122119697974995,0.26584749401081353 -1567,2019-08-22,14.8100004196167,14.8100004196167,15.026666641235352,14.54800033569336,14.853333473205566,98385000,0.14187710670133433,0.13474387841092217,0.7233790163364675 -1568,2019-08-23,14.09333324432373,14.09333324432373,14.744667053222656,14.06666660308838,14.664667129516602,128079000,0.2277376466932205,0.4129583187974416,0.3593040332198143 -1569,2019-08-26,14.333333015441896,14.333333015441896,14.334667205810549,14.102666854858398,14.239999771118164,75778500,0.29812293665276635,0.237949065450165,0.46392802397410077 -1570,2019-08-27,14.272000312805176,14.272000312805176,14.58666706085205,14.135333061218262,14.38266658782959,81243000,0.8260868787765503,0.07243194431066513,0.10148122906684875 -1571,2019-08-28,14.37266731262207,14.37266731262207,14.483332633972168,14.154000282287598,14.246000289916992,48382500,0.47234614938497543,0.02099548000842333,0.5066584572196007 -1572,2019-08-29,14.780667304992676,14.780667304992676,14.893333435058594,14.533332824707031,14.600000381469728,77692500,0.16226793934280673,0.10300180215078096,0.7347302713120977 -1573,2019-08-30,15.040666580200195,15.040666580200195,15.496000289916992,14.947333335876465,15.276666641235352,139809000,0.3780100655687206,0.12445328713339918,0.49753663776551976 -1574,2019-09-03,15.000666618347168,15.000666618347168,15.263333320617676,14.87733268737793,14.93866729736328,80311500,0.10499666957184672,0.14957384439185262,0.7454295009374619 -1575,2019-09-04,14.711999893188477,14.711999893188477,15.230667114257812,14.61400032043457,15.12600040435791,86415000,0.17450307115601996,0.502742187352851,0.32275474940737087 -1576,2019-09-05,15.305333137512209,15.305333137512209,15.31999969482422,14.723333358764648,14.833333015441896,110929500,0.2724128228922685,0.012725588555137316,0.7148615966240565 -1577,2019-09-06,15.16333293914795,15.16333293914795,15.309332847595217,15.011333465576172,15.146666526794434,62841000,0.45780885219573975,0.03417425090447068,0.5080169290304184 -1578,2019-09-09,15.452667236328123,15.452667236328123,15.583999633789062,15.281999588012695,15.333333015441896,72040500,0.2576618124730885,0.2725857424084097,0.4697524234652519 -1579,2019-09-10,15.702667236328123,15.702667236328123,15.702667236328123,15.262666702270508,15.386667251586914,73255500,0.4183895122259855,0.4387310524471104,0.1428793966770172 -1580,2019-09-11,16.47333335876465,16.47333335876465,16.544666290283203,15.733332633972168,15.825332641601562,150642000,0.4152388870716095,0.008912777528166771,0.5758482813835144 -1581,2019-09-12,16.391332626342773,16.391332626342773,16.899999618530273,16.293333053588867,16.51333236694336,128718000,0.32145613183577854,0.012276642645398775,0.6662672062714895 -1582,2019-09-13,16.34666633605957,16.34666633605957,16.56333351135254,16.32466697692871,16.464000701904297,79696500,0.09318080060184002,0.1712840858846903,0.7355351328849793 -1583,2019-09-16,16.187332153320312,16.187332153320312,16.495332717895508,16.077999114990234,16.399999618530273,70921500,0.9467858672142029,0.019954092800617218,0.033260054886341095 -1584,2019-09-17,16.319332122802734,16.319332122802734,16.373332977294922,16.024667739868164,16.1646671295166,57981000,0.020006224513053894,0.72757488489151,0.2524189054965973 -1585,2019-09-18,16.232667922973633,16.232667922973633,16.544666290283203,16.158000946044922,16.333332061767578,62553000,0.11611918484171231,0.32858072717984516,0.5553000867366791 -1586,2019-09-19,16.440000534057617,16.440000534057617,16.529333114624023,16.32266616821289,16.399999618530273,71937000,0.5969638876616955,0.039115963503718376,0.3639201484620571 -1587,2019-09-20,16.041332244873047,16.041332244873047,16.463333129882812,15.87733268737793,16.432666778564453,95295000,0.35268712209330666,0.1751773768208093,0.472135485874282 -1588,2019-09-23,16.082000732421875,16.082000732421875,16.345333099365234,15.947999954223633,16.0,65103000,0.05337594201167425,0.1895348938802878,0.7570891777674357 -1589,2019-09-24,14.880666732788086,14.880666732788086,16.132667541503906,14.84066677093506,16.101333618164062,193372500,0.1312924104742706,0.3124462839215994,0.5562613038346171 -1590,2019-09-25,15.24666690826416,15.24666690826416,15.26533317565918,14.557332992553713,14.970666885375977,141406500,0.05838106324275335,0.5987406224012375,0.3428783093889554 -1591,2019-09-26,16.17066764831543,16.17066764831543,16.220666885375977,15.15999984741211,15.37733268737793,178267500,0.4145598292350769,0.03853975050151348,0.546900425851345 -1592,2019-09-27,16.142000198364258,16.142000198364258,16.58066749572754,15.915332794189451,16.14666748046875,166746000,0.053228200102845825,0.5924988258630037,0.3542728914568822 -1593,2019-09-30,16.058000564575195,16.058000564575195,16.26533317565918,15.740667343139648,16.200000762939453,88197000,0.017925376305356622,0.8840606808662415,0.09801394026726484 -1594,2019-10-01,16.312667846679688,16.312667846679688,16.39666748046875,15.94200038909912,16.100000381469727,92439000,0.4100842267274857,0.05029289592057466,0.5396228574216366 -1595,2019-10-02,16.208667755126953,16.208667755126953,16.309999465942383,15.961999893188477,16.21933364868164,84471000,0.08655322023800441,0.47237904529486385,0.4410677150424038 -1596,2019-10-03,15.535332679748535,15.535332679748535,15.631999969482422,14.95199966430664,15.457332611083984,226267500,0.04520257182108859,0.5704652063238124,0.38433221091205877 -1597,2019-10-04,15.428667068481444,15.428667068481444,15.652000427246094,15.204667091369627,15.440667152404783,119925000,0.03086510847788304,0.5117471986450255,0.45738769695162773 -1598,2019-10-07,15.847999572753906,15.847999572753906,15.904000282287598,15.236666679382324,15.31999969482422,120963000,0.14096690714359283,0.008919998072087765,0.8501130938529968 -1599,2019-10-08,16.003332138061523,16.003332138061523,16.262666702270508,15.633333206176758,15.724666595458984,130173000,0.097804660598437,0.30170724789301556,0.6004880939920744 -1600,2019-10-09,16.302000045776367,16.302000045776367,16.48666763305664,16.043333053588867,16.08799934387207,103416000,0.10362791207929452,0.6203625672496855,0.27600954348842305 -1601,2019-10-10,16.31599998474121,16.31599998474121,16.618667602539062,16.10533332824707,16.351999282836914,94249500,0.16843262314796448,0.03970407166828712,0.7918633222579956 -1602,2019-10-11,16.525999069213867,16.525999069213867,16.738666534423828,16.45400047302246,16.476667404174805,127131000,0.2523599751293659,0.06390453316271305,0.6837355295817057 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-1623,2019-11-11,23.006000518798828,23.006000518798828,23.279333114624023,22.799999237060547,22.93000030517578,149800500,0.297106573668619,0.02457788943623503,0.6783155333250761 -1624,2019-11-12,23.32866668701172,23.32866668701172,23.357999801635746,22.93600082397461,23.12666702270508,110391000,0.3315601460635662,0.029967007134109734,0.6384728562086821 -1625,2019-11-13,23.073999404907227,23.073999404907227,23.755332946777344,23.011999130249023,23.666667938232425,126301500,0.31079037982970475,0.13560003405436874,0.5536095907539129 -1626,2019-11-14,23.290000915527344,23.290000915527344,23.589332580566406,22.86066627502441,23.073999404907227,96973500,0.3613839176483452,0.43400564142502845,0.20461044162511827 -1627,2019-11-15,23.47800064086914,23.47800064086914,23.520000457763672,23.224000930786133,23.3759994506836,72135000,0.054919686168432236,0.36590386740863323,0.5791764259338379 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Normalised data/processed_normalised_PAPER_TSLA_data_probabilities.csv b/Data/TESLA data/3. Normalised data/processed_normalised_PAPER_TSLA_data_probabilities.csv deleted file mode 100644 index 35dd3a4..0000000 --- a/Data/TESLA data/3. Normalised data/processed_normalised_PAPER_TSLA_data_probabilities.csv +++ /dev/null @@ -1,1659 +0,0 @@ -,Date,Adj Close,Close,High,Low,Open,Volume,Positive Sentiment,Negative Sentiment,Neutral Sentiment -0,2013-06-03,-2.51282687496601,-2.51282687496601,-2.470866641139146,-2.5456325816224483,-2.4340197949157694,2.750299713846463,0.0,0.0,0.0 -1,2013-06-04,-2.4770991183471645,-2.4770991183471645,-2.4897025565692994,-2.478801297998474,-2.511419474255482,0.41468299098639316,0.0,0.0,0.0 -2,2013-06-05,-2.4686834078127475,-2.4686834078127475,-2.4653728886074737,-2.5317830578615137,-2.496956625802852,1.1797913737645054,0.2825231850147247,0.0088407462462782,0.7086360454559326 -3,2013-06-06,-2.437243009246261,-2.437243009246261,-2.444967201287229,-2.435159598538358,-2.4716865415028333,0.5634029627984001,0.0,0.0,0.0 -4,2013-06-07,-2.3627703653121035,-2.3627703653121035,-2.3879884785213767,-2.4095542551150473,-2.4279804973575048,0.8361092397603377,0.0,0.0,0.0 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-190,2014-03-05,0.02892339149069982,0.02892339149069982,0.030702509859381076,0.08816447207351992,0.09457953932174837,-0.24860626631321753,0.1178979128599166,0.0120213497430086,0.8700807690620422 -191,2014-03-06,0.033369641537952965,0.033369641537952965,0.03870787496101694,0.05031999587799404,0.05357501994672789,0.0751344908963651,0.0,0.0,0.0 -192,2014-03-07,-0.07349618505501768,-0.07349618505501768,-0.002888497895429946,-0.0308434335112588,0.03450326679023204,0.17761227232821838,0.0,0.0,0.0 -193,2014-03-10,-0.19052428479675806,-0.19052428479675806,-0.18889310663273812,-0.16531136902994067,-0.12824254202778432,0.15848853740675994,0.3058355152606964,0.659869372844696,0.0342951193451881 -194,2014-03-11,-0.2608683490980427,-0.2608683490980427,-0.163778552725867,-0.22376875773367377,-0.22677993333634625,0.4042353448297769,0.0151171796023845,0.7316519618034363,0.25323086977005 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-267,2014-06-24,-0.2911970715773083,-0.2911970715773083,-0.2064733841842774,-0.23665165527492985,-0.1875242150160878,0.2374818272604802,0.0,0.0,0.0 -268,2014-06-25,-0.2214881209539695,-0.2214881209539695,-0.2744397242843856,-0.25903633190505065,-0.2816113941761953,-0.27906342608717927,0.0,0.0,0.0 -269,2014-06-26,-0.24197212712343888,-0.24197212712343888,-0.22970448127322743,-0.19510354472912247,-0.21613184475083116,-0.4335523155595786,0.0,0.0,0.0 -270,2014-06-27,-0.18703093241723903,-0.18703093241723903,-0.2359831197499452,-0.19043351452766094,-0.25554671033296383,-0.31690207499353285,0.0,0.0,0.0 -271,2014-06-30,-0.17115195471450892,-0.17115195471450892,-0.1655052793507851,-0.11796580485104512,-0.17830595090189374,-0.5000538545738664,0.0,0.0,0.0 -272,2014-07-01,-0.1765508752786814,-0.1765508752786814,-0.18198664921671331,-0.12279709300145174,-0.13205707454166848,-0.6119118052724208,0.0,0.0,0.0 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-278,2014-07-10,-0.49825912254155513,-0.49825912254155513,-0.515068847036056,-0.4877118523031865,-0.5338354774504533,-0.4920364217623761,0.0643364861607551,0.3381837606430053,0.5974797010421753 -279,2014-07-11,-0.5193782423889708,-0.5193782423889708,-0.5248009387626105,-0.46258970680546624,-0.479322311134352,-0.8467112965052442,0.0275748204439878,0.7433800101280212,0.2290451377630233 -280,2014-07-14,-0.38329536940395514,-0.38329536940395514,-0.4119419518328697,-0.49721340102355355,-0.4891758001766538,0.03927180985006715,0.0,0.0,0.0 -281,2014-07-15,-0.49635355435690165,-0.49635355435690165,-0.4298361388540629,-0.45453786704611915,-0.38205627909493056,-0.297937325991849,0.0,0.0,0.0 -282,2014-07-16,-0.5347808848332407,-0.5347808848332407,-0.4745716064070445,-0.4751507795543268,-0.46009141071598225,-0.6781407969956664,0.0379917547106742,0.0958532840013504,0.8661549687385559 -283,2014-07-17,-0.5627279310202079,-0.5627279310202079,-0.5412823086285387,-0.5270055767227354,-0.5500464448981517,-0.5407542500361627,0.0648626759648323,0.0122851599007844,0.9228521585464478 -284,2014-07-18,-0.489366849597864,-0.489366849597864,-0.5309226225045015,-0.48948338605660197,-0.5533842176861081,-0.6306267192573161,0.0,0.0,0.0 -285,2014-07-21,-0.48110969033211864,-0.48110969033211864,-0.4995292055790888,-0.47676128572729487,-0.5327232654431866,-0.7286301826612271,0.0071276021189987,0.945383369922638,0.0474890433251857 -286,2014-07-22,-0.49635355435690165,-0.49635355435690165,-0.4981163884238243,-0.43827292957847946,-0.4542109193897443,-0.9766936420581025,0.0,0.0,0.0 -287,2014-07-23,-0.4501456270240912,-0.4501456270240912,-0.47535660462300205,-0.4331195862671784,-0.4888581877126003,-0.896451177120439,0.0,0.0,0.0 -288,2014-07-24,-0.4334727572239292,-0.4334727572239292,-0.46986251527859424,-0.4110571951664497,-0.43736427230747604,-0.8596118682812399,0.0,0.0,0.0 -289,2014-07-25,-0.4329964219654695,-0.4329964219654695,-0.44050995898957696,-0.3957586535499905,-0.445787709525226,-0.8955881106988055,0.0,0.0,0.0 -290,2014-07-28,-0.41314775662476105,-0.41314775662476105,-0.3615558892843007,-0.4013948492341341,-0.4214711446770628,-0.11719304748238793,0.0,0.0,0.0 -291,2014-07-29,-0.4101307395037017,-0.4101307395037017,-0.41963340746485206,-0.34567515976649854,-0.3839633179986414,-0.8285187648281799,0.0,0.0,0.0 -292,2014-07-30,-0.348043834468162,-0.348043834468162,-0.3992277201446074,-0.40719230286722313,-0.4585019842763253,-0.4775232785143809,0.4360325634479522,0.0191817339509725,0.544785737991333 -293,2014-07-31,-0.43728366644242134,-0.43728366644242134,-0.3709738469993778,-0.39978434306116556,-0.34184635926312296,0.16325811499999782,0.3322459193360474,0.1665477677144938,0.5012063257810142 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-304,2014-08-15,0.17739188979892603,0.17739188979892603,0.11075526270844462,0.19606078350196002,0.17023041760669902,-0.7182506733273715,0.0,0.0,0.0 -305,2014-08-18,0.14452225830624604,0.14452225830624604,0.19190647415947165,0.21619084363732471,0.1983612876155151,-0.2682523835425068,0.0,0.0,0.0 -306,2014-08-19,0.09402708649648417,0.09402708649648417,0.0674326123107272,0.08526597562547389,0.1287493658589821,-0.38508432230258066,0.0,0.0,0.0 -307,2014-08-20,0.07735421669632168,0.07735421669632168,0.05817116024682972,0.10748916393815112,0.061998457164477834,-0.9090337770568855,0.0,0.0,0.0 -308,2014-08-21,0.0555999831709598,0.0555999831709598,0.05911288865579025,0.11167634176677016,0.09140068644243447,-0.9345396610435813,0.0,0.0,0.0 -309,2014-08-22,0.09434509763708672,0.09434509763708672,0.030074241836426485,0.10120885793221955,0.05993227099889318,-0.9532091504799695,0.0,0.0,0.0 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-337,2014-10-02,0.009233504569477956,0.009233504569477956,-0.03522341868797935,-0.015545122263298131,-0.009043971123069554,0.446957132700636,0.0332877412438392,0.062461469322443,0.9042508006095886 -338,2014-10-03,0.06941484142036419,0.06941484142036419,0.023011054227398717,0.0757641965366083,0.03641030569394287,-0.3688450462113184,0.0,0.0,0.0 -339,2014-10-06,0.15532009943459105,0.15532009943459105,0.11703345210151482,0.1847879313966759,0.13288173819015142,0.15512712081723995,0.0,0.0,0.0 -340,2014-10-07,0.13864722963442855,0.13864722963442855,0.10086644078888768,0.15145314892766007,0.12334563425867223,-0.5779796675376715,0.1902822870761156,0.0160524221137166,0.7936652600765228 -341,2014-10-08,0.13404242831850358,0.13404242831850358,0.12315536038522962,0.10169171030506206,0.14829810609463692,-0.44861055338965816,0.0,0.0,0.0 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-418,2015-01-29,-0.7246935035880512,-0.7246935035880512,-0.7699817488242573,-0.8023825509779787,-0.7898740932385956,-0.7908845263901079,0.0228798352181911,0.3849869668483734,0.5921332240104675 -419,2015-01-30,-0.7501000950632325,-0.7501000950632325,-0.7465939215423042,-0.6977072518954761,-0.7439430566956554,-0.9137806423758699,0.0,0.0,0.0 -420,2015-02-02,-0.6335481034291375,-0.6335481034291375,-0.6762730358779708,-0.6928759637450691,-0.7437841367870128,-0.6543610458522378,0.0,0.0,0.0 -421,2015-02-03,-0.5157261115899647,-0.5157261115899647,-0.544107718397244,-0.5645275370203698,-0.5967723083375359,-0.5005989491559507,0.0,0.0,0.0 -422,2015-02-04,-0.5127090944689053,-0.5127090944689053,-0.5266843955805315,-0.47547306508371884,-0.5161942308249718,-0.8460072160033854,0.0,0.0,0.0 -423,2015-02-05,-0.47396420715359355,-0.47396420715359355,-0.4638980108133538,-0.42973777670929286,-0.4909241465249537,-0.7966080195019932,0.0,0.0,0.0 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-429,2015-02-13,-0.7474004076303316,-0.7474004076303316,-0.7698247940894305,-0.7313643198938845,-0.7607897037779241,-0.19062183014399733,0.0832251913845539,0.0945851253345608,0.8221897006034851 -430,2015-02-17,-0.738190804998482,-0.738190804998482,-0.774376930483054,-0.7218630015420163,-0.7162889464127671,-0.6928810629861968,0.0175415407866239,0.9308964014053344,0.0515621230006217 -431,2015-02-18,-0.736444015233315,-0.736444015233315,-0.7669993843207251,-0.7041485854818547,-0.7406055112609302,-0.9804184550356787,0.0,0.0,0.0 -432,2015-02-19,-0.6213212565254138,-0.6213212565254138,-0.6685815802459885,-0.6856292618879566,-0.7274140220774411,-0.4261254018786797,0.0,0.0,0.0 -433,2015-02-20,-0.5355747769306736,-0.5355747769306736,-0.5875870989879645,-0.5880394067136205,-0.6355517216383292,-0.23806777105958724,0.0,0.0,0.0 -434,2015-02-23,-0.6907124231589643,-0.6907124231589643,-0.5781691412728878,-0.64408115134215,-0.5579933497432051,0.3337591578211243,0.0267141871154308,0.8940677046775818,0.0792182013392448 -435,2015-02-24,-0.7420017142169741,-0.7420017142169741,-0.7494193313110096,-0.7186422195645773,-0.6910188621127485,-0.0969109865740003,0.0586275467649102,0.4600735427811742,0.4812989197671413 -436,2015-02-25,-0.7475594132006332,-0.7475594132006332,-0.7517738768752343,-0.7044708710112472,-0.7283675415292962,-0.7088023672379098,0.0,0.0,0.0 -437,2015-02-26,-0.6930943266020775,-0.6930943266020775,-0.6897720412403665,-0.7102683246443362,-0.7433071497078535,-0.12659592902334255,0.0,0.0,0.0 -438,2015-02-27,-0.7542285611206978,-0.7542285611206978,-0.7296416874718962,-0.7009278035044162,-0.6972171932562712,-0.7150255303833725,0.0,0.0,0.0 -439,2015-03-02,-0.8496614329073781,-0.8496614329073781,-0.8114209424040532,-0.8131723203419219,-0.7639683293040067,0.2025503494585763,0.0,0.0,0.0 -440,2015-03-03,-0.8142511195520975,-0.8142511195520975,-0.8600805028695282,-0.8213854180502149,-0.8575787487381865,-0.5900625974405408,0.0,0.0,0.0 -441,2015-03-04,-0.7685195274777475,-0.7685195274777475,-0.8242921288271426,-0.7909489016607466,-0.8187997901438557,-0.6378265101956798,0.0691452771425247,0.4360598623752594,0.4947948157787323 -442,2015-03-05,-0.7972606929129623,-0.7972606929129623,-0.7666854748510716,-0.7436033374818506,-0.7615845306743682,-0.4890611138351658,0.0,0.0,0.0 -443,2015-03-06,-0.9044438491940917,-0.9044438491940917,-0.8520751377678923,-0.8724346165793919,-0.8194352424251948,-0.07220003218617752,0.2658311426639557,0.0150095000863075,0.7191593050956726 -444,2015-03-09,-0.9520807823022804,-0.9520807823022804,-0.9503359871078022,-0.9352399803236926,-0.8960403222216946,-0.06668094954257371,0.008708635965983,0.968569000562032,0.0227223616093397 -445,2015-03-10,-0.960973055245972,-0.960973055245972,-0.9658756285647703,-0.9457074641582431,-0.9902866486436755,-0.32946196265572586,0.0257121603935956,0.2767432332038879,0.6975446343421936 -446,2015-03-11,-0.9066667470669032,-0.9066667470669032,-0.9238086160456661,-0.890793142961341,-0.9475342376268184,-0.46682579734097607,0.0217626690864563,0.7014123797416687,0.2768249213695526 -447,2015-03-12,-0.949063765181221,-0.949063765181221,-0.9509638060471093,-0.9110842306771533,-0.9062118784345132,-0.6543383335779842,0.0414127521216869,0.871567964553833,0.0870192572474479 -448,2015-03-13,-0.9870145332482853,-0.9870145332482853,-0.9933447280358662,-0.9502166971477563,-0.9824988910604958,-0.36248560942033464,0.0896230041980743,0.0136021608486771,0.8967748880386353 -449,2015-03-16,-0.8755439053393901,-0.8755439053393901,-0.9280466184278127,-0.9102790927749183,-0.9340249086260438,-0.3183102359972507,0.0668576806783676,0.0119102913886308,0.921232044696808 -450,2015-03-17,-0.8909465477836601,-0.8909465477836601,-0.8840963736326121,-0.8436088367313906,-0.8795112876034799,-0.485177314937815,0.2274803221225738,0.01043361146003,0.7620860934257507 -451,2015-03-18,-0.795990238406255,-0.795990238406255,-0.8500345016733207,-0.8569750473824858,-0.8869814327226057,-0.5018026996913869,0.4301701262593269,0.049375900067389,0.5204539448022842 -452,2015-03-19,-0.8763380245876375,-0.8763380245876375,-0.7918002532997664,-0.8341072880110235,-0.7750934049686804,0.32817193835475994,0.2080454317231973,0.0402697889755169,0.7516847799221674 -453,2015-03-20,-0.8377521428426267,-0.8377521428426267,-0.8797011919738154,-0.8165541298998078,-0.8474074198785996,-0.6270381799252609,0.0929243999222914,0.0161477206274867,0.8909278909365336 -454,2015-03-23,-0.8131394434648772,-0.8131394434648772,-0.8559992306803851,-0.7867617238321275,-0.8307196927049735,-0.9990425199235599,0.0,0.0,0.0 -455,2015-03-24,-0.7799524822840388,-0.7799524822840388,-0.8043573057113779,-0.7500449014367272,-0.7817684958381312,-0.767763431200031,0.0,0.0,0.0 -456,2015-03-25,-0.8977747012740264,-0.8977747012740264,-0.8859798304505331,-0.8635774085493109,-0.8343748506037526,-0.29523456535568093,0.0107385935261845,0.9600311517715454,0.029230274260044 -457,2015-03-26,-0.9595438223197786,-0.9595438223197786,-0.945626895979352,-0.9118893685793878,-0.9035100126343583,-0.6591760479939826,0.0,0.0,0.0 -458,2015-03-27,-1.0454493074848192,-1.0454493074848192,-1.0319582873051334,-1.0455519358273362,-0.9805918521567855,0.35762975806156705,0.0,0.0,0.0 -459,2015-03-30,-0.9570031404571789,-0.9570031404571789,-0.9854963176690565,-1.039110371872459,-1.0317677003913928,0.6948161816292298,0.2162261931225657,0.2665351134104033,0.5172387013832728 -460,2015-03-31,-0.9855853003220915,-0.9855853003220915,-0.961794580917451,-0.932663308668042,-0.9097083437778806,-0.4550835515519095,0.0770573592079537,0.1678570952000362,0.7550855417336736 -461,2015-04-01,-1.004322743877209,-1.004322743877209,-0.9847115439949228,-0.9706688124440154,-0.9864723434830226,-0.7348987703551969,0.1692030858248472,0.05900314822793,0.7717937529087067 -462,2015-04-02,-0.9501754412684417,-0.9501754412684417,-0.970113630946916,-0.9070580804289812,-0.9621557786348602,-0.4587629399809787,0.2029527438183625,0.0698456453780333,0.7272016008694967 -463,2015-04-06,-0.7580394703391904,-0.7580394703391904,-0.7421987398835072,-0.7862786410907869,-0.8386661428435644,1.2322567272901217,0.846141517162323,0.0236935038119554,0.1301649784048398 -464,2015-04-07,-0.7556575668960773,-0.7556575668960773,-0.7844227071374381,-0.7276604551751054,-0.7669880349214468,-0.6092317569105062,0.0,0.0,0.0 -465,2015-04-08,-0.6854722810142784,-0.6854722810142784,-0.6927544057438991,-0.6514888807797091,-0.6765560136601184,-0.1651613707058086,0.3117234706878662,0.2455257163383066,0.4427508078515529 -466,2015-04-09,-0.6470454048395692,-0.6470454048395692,-0.7010736803151885,-0.6474629609000356,-0.672900628408108,-0.7336268829970001,0.055643193423748,0.0350401289761066,0.9093166589736938 -467,2015-04-10,-0.6341832171070841,-0.6341832171070841,-0.6809821270064211,-0.6010835622038221,-0.6503324099082444,-0.6728715493688513,0.0,0.0,0.0 -468,2015-04-13,-0.6519677629944672,-0.6519677629944672,-0.6597916660120426,-0.6002781939330886,-0.640955453238639,-0.7431660381834758,0.0,0.0,0.0 -469,2015-04-14,-0.6888070821251256,-0.6888070821251256,-0.7148868196890619,-0.6574473619932452,-0.6706755223338808,-0.9094653102677023,0.0,0.0,0.0 -470,2015-04-15,-0.6829318263024938,-0.6829318263024938,-0.7133170477989705,-0.6397331763015826,-0.6883169963125931,-1.1533042866534242,0.2240309566259384,0.0221229847520589,0.7538461089134216 -471,2015-04-16,-0.7008751506093636,-0.7008751506093636,-0.7199095957453422,-0.6447250312954396,-0.6845024637987089,-1.2199193870389795,0.0,0.0,0.0 -472,2015-04-17,-0.6994459176831698,-0.6994459176831698,-0.7558549245225541,-0.6896551817676301,-0.7275729419860832,-1.0357682673914914,0.0,0.0,0.0 -473,2015-04-20,-0.7235820546516452,-0.7235820546516452,-0.74062919253524,-0.6840187557149885,-0.6991244595132133,-1.01546349420885,0.0825751814991235,0.0198877598159015,0.8975370228290558 -474,2015-04-21,-0.6578430188170995,-0.6578430188170995,-0.6951089513081242,-0.6766107959089309,-0.7146995199731101,-0.8171399154271696,0.0,0.0,0.0 -475,2015-04-22,-0.49857690653134296,-0.49857690653134296,-0.5204057571038138,-0.5577639179045992,-0.6082154511727264,0.1891273953747498,0.4887351738288998,0.0199994561262428,0.4912653248757124 -476,2015-04-23,-0.5119152023714725,-0.5119152023714725,-0.5266843955805315,-0.4698364086625783,-0.516512070642257,-0.5948548873080322,0.0,0.0,0.0 -477,2015-04-24,-0.5146144355027444,-0.5146144355027444,-0.5373579911742222,-0.45598711527014213,-0.4810704301294202,-1.0453301348522206,0.0,0.0,0.0 -478,2015-04-27,-0.30628193003179083,-0.30628193003179083,-0.25560380885423273,-0.39173250330181847,-0.4483306554167384,1.0543741953366033,0.1088272901251912,0.3497598078101873,0.541412889957428 -479,2015-04-28,-0.32327281097255545,-0.32327281097255545,-0.3066179148839321,-0.2946259612373215,-0.2545931908811089,-0.2146059917557077,0.1763853877782821,0.0201440546661615,0.8034705519676208 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-495,2015-05-20,-0.10303078828603576,-0.10303078828603576,-0.11449117332108533,-0.0797995038631233,-0.05783624808126969,-0.7437565573140672,0.0,0.0,0.0 -496,2015-05-21,-0.08286479325716893,-0.08286479325716893,-0.13207145087262462,-0.06385662155637764,-0.12299795768934825,-1.1491706527392846,0.0545509122312068,0.016217153519392,0.9292319416999816 -497,2015-05-22,-0.04936004808654267,-0.04936004808654267,-0.10099216795868925,-0.021181317947441696,-0.08564882356633813,-1.091822160249163,0.1783317637940248,0.0132262430464228,0.8084419965744019 -498,2015-05-26,-0.053647292563494535,-0.053647292563494535,-0.04762396544841194,0.0028134041186510545,-0.04909497104623461,-0.8021043898713436,0.0,0.0,0.0 -499,2015-05-27,-0.054123854972768934,-0.054123854972768934,-0.08686534365698614,-0.012484907129309613,-0.03590348186274508,-0.8226589980707734,0.0,0.0,0.0 -500,2015-05-28,0.009709612677122923,0.009709612677122923,-0.05076306014494704,-0.020537207625653687,-0.059425447167695385,-0.7683539503306224,0.0,0.0,0.0 -501,2015-05-29,-0.0006116660419476925,-0.0006116660419476925,-0.033967780809365314,0.04999840145409702,0.003670530981261019,-0.7361025208906331,0.0,0.0,0.0 -502,2015-06-01,-0.022048342728336445,-0.022048342728336445,-0.053902603925129716,0.018434231264502714,0.010186929295300124,-1.0277735468542546,0.0142542552202939,0.9570735692977904,0.0286722350865602 -503,2015-06-02,-0.039514877475117026,-0.039514877475117026,-0.0884348910052537,-0.00040714749028898504,-0.029387083548705974,-1.1118770984150153,0.0,0.0,0.0 -504,2015-06-03,-0.029352604326347686,-0.029352604326347686,-0.06771551875717931,0.011026501826943636,-0.04083022638389599,-1.1921195633526789,0.0,0.0,0.0 -505,2015-06-04,-0.07810098637094266,-0.07810098637094266,-0.09000443835352125,-0.009908465842157581,-0.051955529401800864,-1.039470368094814,0.0,0.0,0.0 -506,2015-06-05,-0.02697070088323455,-0.02697070088323455,-0.08372579987680347,-0.010391318215000094,-0.07579533452403632,-0.9103738012378428,0.0,0.0,0.0 -507,2015-06-08,0.08656427362980108,0.08656427362980108,0.05832833952348026,0.06416928927043018,0.0012865049983912242,-0.45726392988024683,0.3075119430820147,0.1276480996360381,0.5648399492104849 -508,2015-06-09,0.0819594723138761,0.0819594723138761,0.04247478859685907,0.1258476903201003,0.07360029255507917,-1.0036985361455302,0.0,0.0,0.0 -509,2015-06-10,-0.002199450236813303,-0.002199450236813303,-0.01623077306482306,0.03502168463003337,0.01797423217201729,-0.8121432150913965,0.0641873739659786,0.2153723984956741,0.7204402089118958 -510,2015-06-11,0.009074953300806111,0.009074953300806111,-0.010422774250761763,0.06610208097279119,0.03958915857325676,-1.1324771311629522,0.0802220031619072,0.0153226479887962,0.9044553637504578 -511,2015-06-12,-0.002358001505485148,-0.002358001505485148,-0.024706777829115407,0.06255947420295715,-0.008884823861195736,-1.2737020524712996,0.2812899947166443,0.00905392318964,0.7096560597419739 -512,2015-06-15,-0.007280813962012688,-0.007280813962012688,-0.058925155439585875,-0.005077177691750536,-0.01699042126166054,-1.1002029894487093,0.0,0.0,0.0 -513,2015-06-16,0.03622765308871106,0.03622765308871106,-0.025020687298768916,0.04468380019385048,-0.010156637836798791,-1.1459682220695393,0.0421770811080932,0.0153599446639418,0.9424630403518676 -514,2015-06-17,0.15198552547455854,0.15198552547455854,0.14638645747417967,0.09170707884335397,0.02226529705859792,-0.34463376185707295,0.0343602523207664,0.0177357457578182,0.9479039907455444 -515,2015-06-18,0.17548654876508732,0.17548654876508732,0.132259184088829,0.22053881867789227,0.17849516226903767,-0.9647242735265008,0.0530818924307823,0.0143798552453517,0.9325382709503174 -516,2015-06-19,0.18533171937651297,0.18533171937651297,0.13759609415658625,0.2218270393214683,0.18485241332120295,-1.0373354143149838,0.091962469741702,0.0195637932047247,0.8884737193584442 -517,2015-06-22,0.1421403548631329,0.1421403548631329,0.1470142764134867,0.15080857786887505,0.18087918825190744,-0.5608091882020152,0.1340025961399078,0.0247496087104082,0.8412477374076843 -518,2015-06-23,0.2672672897527611,0.2672672897527611,0.20352202270394668,0.19718820693358752,0.15179479879123595,-0.7175920173740196,0.0,0.0,0.0 -519,2015-06-24,0.2275695047697148,0.2275695047697148,0.19331929131473624,0.28012317007625587,0.2576431879570498,-1.0488505373615151,0.0,0.0,0.0 -520,2015-06-25,0.28505138133851476,0.28505138133851476,0.25704740449087454,0.30476200246413665,0.2492192960328374,-0.9496206111479143,0.0,0.0,0.0 -521,2015-06-26,0.25805723281928167,0.25805723281928167,0.22094512097883542,0.3168402228401543,0.2879989366868619,-0.7249507942321579,0.0,0.0,0.0 -522,2015-06-29,0.17755089536922733,0.17755089536922733,0.17134383210440024,0.2314891548852854,0.17770033537259355,-0.8066014201735393,0.0,0.0,0.0 -523,2015-06-30,0.27663589795491234,0.27663589795491234,0.24935594885889215,0.2846324030657689,0.22299591963419466,-0.8956335352473125,0.0563255921006202,0.0314020365476608,0.912272334098816 -524,2015-07-01,0.2907678587416604,0.2907678587416604,0.2760404991976792,0.3466323985393361,0.3232814299378249,-1.1195084225641958,0.0804226323962211,0.02034747088328,0.8992299139499664 -525,2015-07-02,0.4633724940183616,0.4633724940183616,0.43033800608174333,0.43455990778135695,0.46775031249578947,0.030345886068436315,0.8859444260597229,0.0126015436835587,0.1014540418982505 -526,2015-07-06,0.45860914143376563,0.45860914143376563,0.4184085480676156,0.482710609862488,0.4467710657291211,-0.6605614967234469,0.0,0.0,0.0 -527,2015-07-07,0.27060186371279354,0.27060186371279354,0.3165375152848666,0.2326165783169129,0.3851055941111765,-0.2101316737277655,0.0,0.0,0.0 -528,2015-07-08,0.06544515378238545,0.06544515378238545,0.0905065301230267,0.12858538955619783,0.13590144380759148,-0.18378543559368976,0.0,0.0,0.0 -529,2015-07-09,0.11244720036344298,0.11244720036344298,0.1242542680708407,0.16852299392903625,0.1320869112937073,-0.8394887932926269,0.0,0.0,0.0 -530,2015-07-10,0.13197808171436357,0.13197808171436357,0.1250388172031507,0.1851099865575699,0.18199140025917418,-1.0037439606940373,0.0,0.0,0.0 -531,2015-07-13,0.17977379324203918,0.17977379324203918,0.11797518051047534,0.15660603150196412,0.18246838733833315,-0.9243872744522607,0.0,0.0,0.0 -532,2015-07-14,0.23519132320669914,0.23519132320669914,0.1719721001273548,0.22842940048829385,0.18008436135546335,-1.1634793855189982,0.0,0.0,0.0 -533,2015-07-15,0.19533544125661045,0.19533544125661045,0.1955166576023108,0.2537128039349596,0.2538286554431657,-1.1375873928699927,0.4732965230941772,0.0185287818312644,0.5081747174263 -534,2015-07-16,0.25154709046951795,0.25154709046951795,0.19096474575051112,0.2711051648342268,0.21377811022646312,-1.229708377242244,0.0,0.0,0.0 -535,2015-07-17,0.3782613552523823,0.3782613552523823,0.32187442535262556,0.35307396249421313,0.3453733434182241,-0.4601938132589501,0.0675530508160591,0.0239932369440794,0.9084537029266356 -536,2015-07-20,0.4989415857931279,0.4989415857931279,0.49626393462910373,0.42215963224444536,0.3851055941111765,-0.46600815546784957,0.0330881923437118,0.0569929480552673,0.9099188446998596 -537,2015-07-21,0.25297586909408226,0.25297586909408226,0.289853414029728,0.32569743087023484,0.306434555502325,-0.20931403185463904,0.0330881923437118,0.0569929480552673,0.9099188446998596 -538,2015-07-22,0.2704428581424923,0.2704428581424923,0.2261253008535897,0.2340660569094344,0.16689287217197382,-0.8915226136074266,0.0,0.0,0.0 -539,2015-07-23,0.25980402258444857,0.25980402258444857,0.233345667739268,0.30508451836202766,0.3000777591566222,-1.0908909570047687,0.0,0.0,0.0 -540,2015-07-24,0.23138064113902168,0.23138064113902168,0.25202440389277075,0.2833441824221929,0.2639999843027526,-0.9525050699781106,0.1029728576540947,0.0097482446581125,0.8872789144515991 -541,2015-07-27,0.03448086332354417,0.03448086332354417,0.14748536515979074,0.07189953460588025,0.1853289456938994,-0.5305791511705886,0.0,0.0,0.0 -542,2015-07-28,0.22201203293687044,0.22201203293687044,0.16271064806345734,0.08880858239530792,0.07916271671080036,-0.7119139488106411,0.0,0.0,0.0 -543,2015-07-29,0.20613282808332603,0.20613282808332603,0.20179529607902857,0.2524245832913836,0.21457248241644472,-0.9630435652317408,0.1717442013323307,0.0127642271108925,0.8154915571212769 -544,2015-07-30,0.2532934259330554,0.2532934259330554,0.18688347356136792,0.2541961170447991,0.18946131802506871,-1.1346347972170359,0.1897430643439293,0.012323822826147,0.7979331314563751 -545,2015-07-31,0.24313115278428607,0.24313115278428607,0.22486921389132808,0.3026688742868241,0.26749667699935165,-1.0919357216204304,0.0430119410157203,0.0171704776585102,0.9398176074028016 -546,2015-08-03,0.14531637755449356,0.14531637755449356,0.18327329011852875,0.17303222691854928,0.2466765774945563,-1.0167808061155539,0.1481196582317352,0.0312950275838375,0.820585310459137 -547,2015-08-04,0.24519549938842608,0.24519549938842608,0.1834304693951793,0.19348434221480798,0.14686759956362255,-1.0624324773651164,0.0,0.0,0.0 -548,2015-08-05,0.30632950675623166,0.30632950675623166,0.25061203582115293,0.22665832747187534,0.20360632666041367,-0.18532987024292868,0.017856266349554,0.9294508695602416,0.0526928417384624 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-564,2015-08-27,-0.12462647054272578,-0.12462647054272578,-0.1614240071616419,-0.24985706871407604,-0.31419247633346625,0.14211298766997665,0.0391971282660961,0.2486212104558944,0.7121817022562027 -565,2015-08-28,-0.03745098517260644,-0.03745098517260644,-0.05625714948935483,-0.07657849151718626,-0.14159272376668516,-0.34445206366304487,0.1522063761949539,0.0109425373375415,0.8368511199951172 -566,2015-08-31,-0.02824092823912704,-0.02824092823912704,-0.0013185014635148224,-0.01312947818809461,-0.08183474575891646,-0.5292164147153778,0.0,0.0,0.0 -567,2015-09-01,-0.19385885875679057,-0.19385885875679057,-0.14180354259917857,-0.15065670736677103,-0.16575036870620574,-0.3578295931983643,0.0619624592363834,0.0105726392939686,0.9274648427963256 -568,2015-09-02,-0.04999516176448891,-0.04999516176448891,-0.11229380703351076,-0.10540473210218455,-0.0869206375419412,-0.5453421294353725,0.0619624592363834,0.0105726392939686,0.9274648427963256 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-574,2015-09-11,-0.009503711834824543,-0.009503711834824543,-0.07524979511251112,-0.025690550936954736,-0.049730650680804886,-1.062818586027426,0.14043690264225,0.0151266111060976,0.8444364666938782 -575,2015-09-14,0.037339329175931704,0.037339329175931704,-0.012306231068682824,0.05386306338482507,0.005259730067686716,-0.9401495927841992,0.0,0.0,0.0 -576,2015-09-15,0.043373363418050453,0.043373363418050453,-0.006812590807922609,0.051125364148727544,0.03148356117279196,-0.9304741639522024,0.0880639851093292,0.0124258128926157,0.8995102047920227 -577,2015-09-16,0.18120302616823294,0.18120302616823294,0.12315536038522962,0.10555683297278709,0.03609246587665773,-0.5935148631270748,0.4416555315256119,0.0257580988109111,0.5325863510370255 -578,2015-09-17,0.17834456031584542,0.17834456031584542,0.16428064449537247,0.2313283576733369,0.2096457378952938,-0.7823219989965332,0.3478958904743194,0.1222343170084059,0.5298698246479034 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-891,2016-12-13,-0.836640466755406,-0.836640466755406,-0.843755863196603,-0.8587463507674028,-0.9152709952868331,-0.04687584639350987,0.2838569184144338,0.0105824439475933,0.7055606444676717 -892,2016-12-14,-0.8280657506506875,-0.8280657506506875,-0.8167578524718109,-0.7981956035178587,-0.8269051601910893,-0.6539749371899279,0.0654517449438571,0.0197032409099241,0.9148449897766112 -893,2016-12-15,-0.8456915181185841,-0.8456915181185841,-0.8522320925027191,-0.7880501748442025,-0.8321499718827566,-0.8654943473129,0.031700499355793,0.4113272428512573,0.5569722801446915 -894,2016-12-16,-0.7677256353803148,-0.7677256353803148,-0.8231934456833554,-0.7846683652863169,-0.8373947835744239,-0.734376388047366,0.0,0.0,0.0 -895,2016-12-19,-0.7639147261618225,-0.7639147261618225,-0.793997619587341,-0.7485954228442057,-0.7673058747387319,-0.804511890942216,0.1858109086751938,0.0136889042332768,0.800500214099884 -896,2016-12-20,-0.6676879622777109,-0.6676879622777109,-0.7225780507792209,-0.7057590916548232,-0.7584056777950543,-0.5317374771575178,0.1074215814471244,0.0212842112407088,0.8712942004203796 -897,2016-12-21,-0.6849959457558187,-0.6849959457558187,-0.6718778542191741,-0.6266887904428825,-0.6725827885908229,-0.41397433515304993,0.3755307955046494,0.0205317068224151,0.6039374570051829 -898,2016-12-22,-0.6730868828418829,-0.6730868828418829,-0.7070384093222527,-0.6413432217375541,-0.6762381738428332,-0.8901371648779622,0.0579332299530506,0.0482088178396225,0.8938578963279724 -899,2016-12-23,-0.5954385569425866,-0.5954385569425866,-0.6527282538611912,-0.6218577326609743,-0.679734639186201,-0.5359619601686714,0.0773725186785062,0.0272549505655964,0.8953725099563599 -900,2016-12-27,-0.49714767360514917,-0.49714767360514917,-0.5145979828315759,-0.5138001632835887,-0.5703900120302506,-0.25314872116392023,0.3311049327254295,0.0181120673194527,0.6507830440998077 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-911,2017-01-12,-0.3374049989101178,-0.3374049989101178,-0.3819615766045454,-0.3340804828688189,-0.34502498478920557,-0.7358981104223514,0.0,0.0,0.0 -912,2017-01-13,-0.20783226827486598,-0.20783226827486598,-0.26973085769775923,-0.2695038157396008,-0.3300856039638786,-0.21287985891244066,0.1207497837021946,0.0191840138286352,0.8600661754608154 -913,2017-01-17,-0.24228991111322673,-0.24228991111322673,-0.23661116323107603,-0.19252687307347197,-0.22360153516349485,-0.5479994655230336,0.4611377418041229,0.0135196214541792,0.5253427028656006 -914,2017-01-18,-0.19814610323374202,-0.19814610323374202,-0.2405350316017449,-0.17304138399689226,-0.2243961347067077,-0.7407131125640963,0.3318900167942047,0.0073196766898036,0.6607903838157654 -915,2017-01-19,-0.112399396488187,-0.112399396488187,-0.0997365300800752,-0.0897841353248314,-0.055928754471096354,0.1594424529254075,0.1963317590869135,0.4604235134190983,0.3432447074188126 -916,2017-01-20,-0.09699720834554644,-0.09699720834554644,-0.14180354259917857,-0.053389137721827025,-0.08437746429719757,-0.6418465827385518,0.0415745861828327,0.093303732573986,0.8651216626167297 -917,2017-01-23,-0.030463826111938895,-0.030463826111938895,-0.06504706372330069,-0.013290275400043117,-0.0781793605069061,-0.17429170495572108,0.0,0.0,0.0 -918,2017-01-24,0.0598876819495411,0.0598876819495411,-0.003673047027739935,0.05354100822393107,-0.01222236929592095,-0.4689607511208063,0.0,0.0,0.0 -919,2017-01-25,0.05766432977509981,0.05766432977509981,0.05377642767168058,0.08816447207351992,0.10395604128489123,-0.4287373134178338,0.0,0.0,0.0 -920,2017-01-26,0.02654148804758669,0.02654148804758669,0.011081596213270187,0.07125542428409225,0.05595904592959769,-0.8808251324340216,0.0136398210500677,0.9097148180007936,0.0766453569134076 -921,2017-01-27,0.03352819280662481,0.03352819280662481,-0.031927144714793715,0.03534373979092738,0.009709942216141167,-0.8775999894900227,0.0,0.0,0.0 -922,2017-01-30,-0.0033106720224045138,-0.0033106720224045138,0.00401795952059485,0.012475980419465148,0.02798686847619293,-0.7334224725287185,0.2317350742717584,0.2632439912607272,0.5050209810336431 -923,2017-01-31,0.017331885415736718,0.017331885415736718,0.0134361417774953,0.022138095983282254,-0.02430164647214374,-0.6618788086301507,0.1693757104221731,0.4838000820018351,0.3468242585659027 -924,2017-02-01,-0.025382916688368944,-0.025382916688368944,-0.028788050018258612,0.043878431923116974,0.03625161313853155,-0.6976052160309276,0.0715752247382294,0.3102704336528074,0.6181543474508957 -925,2017-02-02,0.011297851173617965,0.011297851173617965,-0.04103141750204065,0.022299353932227747,-0.03860534766290001,-1.0289772973896907,0.2966504842042923,0.0125453853979706,0.6908041834831238 -926,2017-02-03,0.0078042716432841905,0.0078042716432841905,-0.04479833113788277,0.05402386059677358,0.01813337943389111,-1.1000894280774418,0.0,0.0,0.0 -927,2017-02-06,0.11006529692032985,0.11006529692032985,0.04373042647547311,0.06932309331872823,0.003670530981261019,-0.7876139588976019,0.032965499907732,0.4065793603658676,0.5604551285505295 -928,2017-02-07,0.10546004130277542,0.10546004130277542,0.07794880408594358,0.16256474308399868,0.11794235736482486,-0.6326481116658788,0.3268491340180238,0.0298675550147891,0.6432833274205526 -929,2017-02-08,0.1785035658861467,0.1785035658861467,0.13068963674056144,0.15902167557716765,0.104592175625924,-0.703464982788334,0.0,0.0,0.0 -930,2017-02-09,0.2915619779899079,0.2915619779899079,0.25343722104803534,0.3192558669153578,0.246040897859986,0.17940654199424597,0.0817463348309199,0.1288599275673429,0.7893937279780706 -931,2017-02-10,0.2920385403991823,0.2920385403991823,0.2498270376051962,0.3186117565935698,0.3023026378776182,-0.7746225380245921,0.0331309642642736,0.8360528747240702,0.1308161752919356 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-952,2017-03-14,0.11371742771933546,0.11371742771933546,0.04843951760392333,-0.004916380479802028,-0.0740469881757368,0.12903071769995283,0.202355166276296,0.0510894466812411,0.746555378039678 -953,2017-03-15,0.07767222783692423,0.07767222783692423,0.0936456248195618,0.12794081849741284,0.09902929676374032,-0.38599281327272117,0.2276020556688308,0.0146457865834236,0.7577521681785584 -954,2017-03-16,0.17802700347687228,0.17802700347687228,0.16820473740786512,0.20507878874398913,0.18485241332120295,0.023146095130072507,0.4359723764161269,0.0327571748445431,0.531270424524943 -955,2017-03-17,0.1692935089526673,0.1692935089526673,0.16161218946149383,0.23954145538162946,0.2102814175298641,-0.1210087095569782,0.2372607104480266,0.068226533143648,0.6945127376488277 -956,2017-03-20,0.17596265687273227,0.17596265687273227,0.14936882197771179,0.20121412681326106,0.1562445562332279,-0.7758490008342819,0.0385109186172485,0.0268847029656171,0.9346044063568116 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-962,2017-03-28,0.4225639415513544,0.4225639415513544,0.4025549971409953,0.461775181456388,0.4172101438957523,0.2174268890946277,0.4602765150368214,0.0863416058942675,0.4533819023519754 -963,2017-03-29,0.42145226546413295,0.42145226546413295,0.38560253852876303,0.47047159227452356,0.43818893595595815,-0.761790103071357,0.3067072530587514,0.0122933943445483,0.6809993187586466 -964,2017-03-30,0.43002675441803667,0.43002675441803667,0.4232743693890688,0.49736527152565674,0.4334208839902194,-0.6545427440462658,0.17803655564785,0.1965210288763046,0.625442385673523 -965,2017-03-31,0.4360607886601554,0.4360607886601554,0.3868581764073762,0.48303266502338194,0.44438749445271297,-0.8484601416227648,0.1129285804927349,0.3945962116122246,0.4924751967191696 -966,2017-04-03,0.7571339222450828,0.7571339222450828,0.6901167291913981,0.6160511219495424,0.5742343812961744,1.5576781927944643,0.4079903831536119,0.1457635655321858,0.4462460465729236 -967,2017-04-04,0.8393875037619344,0.8393875037619344,0.7813143909222802,0.7762848525507354,0.7330069650448945,0.7050594173175644,0.1607256600012382,0.242876716889441,0.5963976184527079 -968,2017-04-05,0.7012402841727787,0.7012402841727787,0.7824128495242428,0.7709707120274868,0.8148564018265991,0.19319289246612872,0.0776655413210392,0.1107830526307225,0.8115513622760773 -969,2017-04-06,0.7599923880974704,0.7599923880974704,0.7362650138996446,0.7693604362230159,0.7328478177830207,-0.3428849167395524,0.0600034575909376,0.2284114519134163,0.7115851417183876 -970,2017-04-07,0.8209673898949748,0.8209673898949748,0.7480372926371226,0.8184773037868289,0.7427013068253208,-0.5566074174651152,0.0560513163606325,0.0228091614941755,0.9211395382881165 -971,2017-04-10,0.9773757177807878,0.9773757177807878,0.9213278942279923,1.0046390088934727,0.9278568689410215,0.1440435309815253,0.4451235462911427,0.0156553238630294,0.5392211205326021 -972,2017-04-11,0.9189411706950685,0.9189411706950685,0.9172470711224975,0.9529452393055099,0.9950847647146839,-0.2965518772623847,0.1883049378171563,0.5595943868160248,0.2521006792783737 -973,2017-04-12,0.7304573305648229,0.7304573305648229,0.8384499561520472,0.8051113235042314,0.8831969643139915,-0.2224871509216769,0.3469320585612546,0.2459466514092954,0.4071212627670981 -974,2017-04-13,0.8441508563465312,0.8441508563465312,0.8218114070094692,0.7886851280876471,0.7299872594274543,0.5120050861626989,0.1667927354574203,0.0532966391183435,0.7799105951562524 -975,2017-04-17,0.8035008551481941,0.8035008551481941,0.7685999346921949,0.8431165969117066,0.8253460252099337,-0.6567458346488566,0.2096158719311157,0.6050572460517287,0.1853269015749295 -976,2017-04-18,0.7846046331735912,0.7846046331735912,0.7189986458177581,0.8305555241628456,0.7776664149654628,-0.9072622196651114,0.4336362377119561,0.3285224352342387,0.2378413726886113 -977,2017-04-19,0.8682869933150037,0.8682869933150037,0.8097252188023386,0.8983529732695018,0.8215314926960504,-0.7114142787770639,0.1975581194274127,0.4457873336505145,0.3566545440504948 -978,2017-04-20,0.8204912817873314,0.8204912817873314,0.8494376857572143,0.8680774844604814,0.8858988301141465,-0.20007013623345898,0.226513501163572,0.6044462427962571,0.1690402660518884 -979,2017-04-21,0.869557220670897,0.869557220670897,0.8062717655525007,0.871137238857473,0.8142207221920297,-0.5724605848940677,0.2076122090220451,0.2599748778156936,0.5324129015207291 -980,2017-04-24,0.9081433295667235,0.9081433295667235,0.8714126958839036,0.9613191342257519,0.9289695356547508,-0.44216026750166026,0.2151127742095427,0.1730339224026962,0.6118532906879078 -981,2017-04-25,0.9996060594137947,0.9996060594137947,0.925251987140485,0.9587426929385989,0.9095794879745082,-0.06645382680003858,0.1684717515017837,0.2797320506069809,0.5517961867153645 -982,2017-04-26,0.9421241828449947,0.9421241828449947,0.9334145315187714,1.0093090390949344,0.9790327171756298,-0.5303974529765606,0.2424391012173146,0.4893851717934012,0.2681757160462439 -983,2017-04-27,0.9176704890375458,0.9176704890375458,0.9112823421154324,0.9851530590798961,0.96822525397501,-0.8089407844216512,0.0277733374387025,0.4409802218100854,0.5312464104167053 -984,2017-04-28,1.0040523094610487,1.0040523094610487,0.9381236226472216,0.9932048988392432,0.9386638774351796,-0.5734372126869688,0.0506897572427988,0.2663383290171623,0.6829719126224518 -985,2017-05-01,1.1431521995671228,1.1431521995671228,1.1335464136414293,1.102872744021098,1.0189245698369211,0.40866423830921206,0.0554451495409011,0.0616141045466065,0.8829406797885895 -986,2017-05-02,1.0805889592731235,1.0805889592731235,1.1399817823111509,1.1310546439158098,1.1638699847675822,-0.3741824306608941,0.0575784893174256,0.2483150493353605,0.6941064532314029 -987,2017-05-03,0.9556214842554259,0.9556214842554259,1.0437615690658126,1.0326596508392392,1.0632661799402043,0.02341864242111467,0.2421800684649497,0.2678258011117577,0.4899941110052168 -988,2017-05-04,0.7085440914691598,0.7085440914691598,0.8277761360165327,0.7155735384577405,0.9006795183840617,1.617502323178219,0.1466628106177917,0.3308731413978551,0.5224640366754362 -989,2017-05-05,0.9132246932919229,0.9132246932919229,0.8400195035003147,0.8128411081026853,0.7506482116703751,0.260512073353543,0.085350821472027,0.2643223267725922,0.6503268497234042 -990,2017-05-08,0.8948050337265944,0.8948050337265944,0.9222696226369528,0.9580985826168118,0.9556698991325533,-0.005403233606594068,0.250341952911445,0.0376824635480131,0.7119755830083575 -991,2017-05-09,1.1182223976520314,1.1182223976520314,1.050981935951491,1.0109193148994045,0.9315122541930336,0.6010144889622187,0.0970008425414562,0.1725884959101677,0.7304106473922729 -992,2017-05-10,1.181103194785003,1.181103194785003,1.106077314170334,1.1561767894135309,1.1250903441135576,-0.2926907906392874,0.3014286741614341,0.0115545812994241,0.6870167285203934 -993,2017-05-11,1.1474398983457041,1.1474398983457041,1.1139254999953192,1.180010714267675,1.154333880836103,-0.5170426357154946,0.363557251339609,0.0126155592839826,0.623827187852426 -994,2017-05-12,1.174592598133609,1.174592598133609,1.12962187164529,1.211091110610433,1.1873919500725332,-0.6606296335462074,0.5931889414787292,0.0136943208053708,0.3931167324384053 -995,2017-05-15,1.0327932477454478,1.0327932477454478,1.0228850175410877,1.0661556912572003,1.0745501755135214,0.13439081442378203,0.0435433747867743,0.3372829121847947,0.6191736881931623 -996,2017-05-16,1.0507367992031313,1.0507367992031313,1.0206876512535132,1.1081868845443483,1.0619948206710637,-0.6536115408018718,0.1499729491770267,0.247123572230339,0.6029034376144409 -997,2017-05-17,0.8776556015171575,0.8776556015171575,0.9354547185296962,0.9529452393055099,1.0111368122537414,-0.07231359355744509,0.0,0.0,0.0 -998,2017-05-18,0.9880145533388316,0.9880145533388316,0.9246241682011779,0.9498854849085184,0.8936865876973261,-0.31263216743387234,0.3596846476818124,0.3233164520934224,0.316998911400636 -999,2017-05-19,0.9526044671343666,0.9526044671343666,0.9648077239023602,1.0286337309595655,1.0287780588792228,-0.5320781612713206,0.4666588101536035,0.2403423862997442,0.2929988168179989 -1000,2017-05-22,0.9449826486973822,0.9449826486973822,0.9313738954241998,0.973880206974612,0.9858665006004915,-0.6134789521959133,0.0946606677025556,0.0168649939199288,0.8884743253389994 -1001,2017-05-23,0.8419279584737185,0.8419279584737185,0.8742383301944344,0.9204153643702314,0.9486765137393552,-0.6159318778152927,0.2909637615084648,0.0325675217900425,0.6764687020331621 -1002,2017-05-24,0.9429183020932431,0.9429183020932431,0.878476332576579,0.9513349635010399,0.8858988301141465,-0.4535618291769241,0.4345473040723138,0.0494633316993713,0.5159893756111463 -1003,2017-05-25,1.0478783333507438,1.0478783333507438,0.9721848209810415,0.9901451444422517,0.9575769380362642,-0.45794529810785223,0.0597634967416524,0.0382431768812239,0.9019933342933656 -1004,2017-05-26,1.1798329674291097,1.1798329674291097,1.1059201348936833,1.127028724036137,1.0570680761499127,0.17531833262861352,0.1284098207950592,0.0636244039982557,0.8079657793045044 -1005,2017-05-30,1.3379876307784604,1.3379876307784604,1.2752866435720605,1.2792106148779832,1.1956562400284085,0.1709348636976854,0.0334790162742137,0.069182535012563,0.8973384102185568 -1006,2017-05-31,1.4318322640686447,1.4318322640686447,1.3790411331727312,1.4305875981860927,1.3814470270722161,0.6661760037955491,0.2649630093947053,0.3159604500979185,0.4190765470266342 -1007,2017-06-01,1.4216699909198771,1.4216699909198771,1.4102775953633164,1.4648890068747884,1.4817325373758465,0.13121109602829015,0.0182998976670205,0.8499117791652679,0.1317882761359214 -1008,2017-06-02,1.4134130588049438,1.4134130588049438,1.3788844029797276,1.4429874129860072,1.4145046416021831,-0.32707717385910695,0.0168967583837608,0.7537021438280741,0.2294010842839876 -1009,2017-06-05,1.5320289427415512,1.5320289427415512,1.46615752271447,1.415288826201135,1.3943206764384197,-0.055847194723647735,0.2574874274432659,0.0385118469595909,0.7040007140487432 -1010,2017-06-06,1.6198395417896159,1.6198395417896159,1.639604854498342,1.508047623593563,1.4928578403937514,0.9213256927595207,0.1992340311408043,0.1567340400069952,0.644031947851181 -1011,2017-06-07,1.727817044469807,1.727817044469807,1.6554584054249633,1.7523442015060489,1.6778542552475775,0.5377608051661833,0.2638481575995683,0.0984858802652784,0.6376659529549735 -1012,2017-06-08,1.8921647476315786,1.8921647476315786,1.8343998265532435,1.8341522019540868,1.7956223196212777,0.46133400230311006,0.0673400022089481,0.221094898506999,0.7115650713443756 -1013,2017-06-09,1.6908187197688471,1.6908187197688471,1.9124119433077338,1.746868803033854,1.965201911864156,2.3237177788169707,0.2547082868404686,0.1702123007271438,0.5750793647021055 -1014,2017-06-12,1.7176543170194083,1.7176543170194083,1.718244790192141,1.6795542063000384,1.704077631646221,0.7920701399827749,0.1612605638802051,0.350599414203316,0.4881400316953659 -1015,2017-06-13,1.9866444945997084,1.9866444945997084,1.8987562077523357,1.9370559672831744,1.857128643977346,1.0851039024016071,0.1896838300994464,0.1875920641635145,0.6227241041404861 -1016,2017-06-14,2.061434354646617,2.061434354646617,2.0282530701991837,2.093264238741691,2.0712094482918437,1.3146114337333619,0.0430613048374652,0.2858717540899912,0.6710669100284576 -1017,2017-06-15,1.976958329558584,1.976958329558584,1.8902797539043965,1.9351236363178104,1.9346870158724683,0.7713565458635705,0.0867996822026642,0.1540770194577899,0.7591233253479004 -1018,2017-06-16,1.9143950892645856,1.9143950892645856,1.9303061303289282,1.9932585091236523,2.0217819464055364,-0.06797554917502399,0.0623379554599523,0.2952765128575265,0.6423855572938919 -1019,2017-06-19,1.888988724940217,1.888988724940217,1.9097434882738578,1.956219861935857,1.97442017597835,-0.10924375149365817,0.0419740951620042,0.4142480231821537,0.5437778607010841 -1020,2017-06-20,1.9277333851047147,1.9277333851047147,1.943962314967975,1.9873002582786148,2.0009618469007404,0.09275921571709164,0.145584476697776,0.4081454098017679,0.4462700891825888 -1021,2017-06-21,1.9937897506274176,1.9937897506274176,1.9142958492093032,1.9597624687056912,1.964089699856889,-0.4785680431300426,0.1689661213507255,0.2724875129448871,0.5585463605821133 -1022,2017-06-22,2.092398645105458,2.092398645105458,2.040025798020311,2.0491394565402343,2.021940638960947,0.11345009756204252,0.4554355285233921,0.0205858804595967,0.5239786017272208 -1023,2017-06-23,2.1057369409455884,2.1057369409455884,2.071261811127248,2.142220309093555,2.092824374693084,-0.13275095534604472,0.3096658423542976,0.0332131119444966,0.6571210328489542 -1024,2017-06-26,2.0110981884071566,2.0110981884071566,2.0706339921879415,2.041570469153728,2.1602109630221578,-0.09679742520273273,0.368142166485389,0.0153268715366721,0.6165309523542722 -1025,2017-06-27,1.771007954681557,1.771007954681557,1.9050343971454058,1.863139009382535,1.9966703273076962,-0.00769717330619894,0.2185550481081009,0.007398571819067,0.774046391248703 -1026,2017-06-28,1.911854180251171,1.911854180251171,1.8318885507960154,1.8711908491418823,1.8421892631520194,-0.1652976443513297,0.1074211870630582,0.0287955452998479,0.8637832999229431 -1027,2017-06-29,1.7452835792165877,1.7452835792165877,1.8202730022515405,1.7355959509285697,1.9046491069599432,0.27043733720232843,0.0412079878151416,0.016863552853465,0.941928505897522 -1028,2017-06-30,1.7589394318956892,1.7589394318956892,1.7538759849578769,1.8244896256532728,1.7949866399867076,-0.2684113694622814,0.0568360090255737,0.0369097553193569,0.906254217028618 -1029,2017-07-03,1.6161874109906103,1.6161874109906103,1.8257666425123007,1.6937255548533703,1.8987688429869367,-0.1646389883979778,0.3357589755974272,0.3716248202630702,0.2926161989350529 -1030,2017-07-05,1.2107968035863208,1.2107968035863208,1.4473211582006684,1.2883898780689578,1.5325910004996313,2.274954525994677,0.1765734348911792,0.6130760508589447,0.2103504972532391 -1031,2017-07-06,0.9208465117289072,0.9208465117289072,1.0321460205213377,0.9658283672152649,1.0567502363326284,2.7922947089412093,0.1931938945569775,0.5751866964115337,0.2316194102591411 -1032,2017-07-07,0.9905550080506166,0.9905550080506166,0.9726559097273464,0.9832207281145321,0.9969918036183981,1.623157679467344,0.3245062503653268,0.1893220773975675,0.4861716559777657 -1033,2017-07-10,1.035492708027534,1.035492708027534,0.9874105529683549,0.9147791686860895,0.9874561543933789,1.5423019831248357,0.1980980839580297,0.0214256403269246,0.7804762832820415 -1034,2017-07-11,1.2128611501904616,1.2128611501904616,1.1340170533040868,1.0946596463128062,1.0367249637242755,1.0286639008816258,0.5605837432667613,0.0164728651288896,0.4229433673899621 -1035,2017-07-12,1.2493829124821472,1.2493829124821472,1.2253714452279718,1.2589197575306708,1.2655860016022267,0.7530958773637456,0.1700943745672702,0.0167520558461546,0.8131535351276398 -1036,2017-07-13,1.1523622565006022,1.1523622565006022,1.2018264386693682,1.1859689651127125,1.260977096898361,0.35526768153920163,0.0,0.0,0.0 -1037,2017-07-14,1.22175319598334,1.22175319598334,1.1519112403252794,1.2060990252480774,1.1509963354013777,-0.3191278778703772,0.1822945922613144,0.6698057651519775,0.1478996276855468 -1038,2017-07-17,1.0913868004014684,1.0913868004014684,1.131191868077205,1.0809716108693155,1.1883454695243878,0.6465298865662599,0.1045371033251285,0.3630401711755742,0.5324227263530096 -1039,2017-07-18,1.2290579118829783,1.2290579118829783,1.1630557001234505,1.1165612402015865,1.0605647688465127,-0.14912650508282801,0.0892231054604053,0.1913923248648643,0.7193845808506012 -1040,2017-07-19,1.1817383084629485,1.1817383084629485,1.202611436885325,1.2383068450224626,1.2310978805412462,-0.1529194548831648,0.0560074709355831,0.2816543774679303,0.6623381525278091 -1041,2017-07-20,1.255734503563239,1.255734503563239,1.1801653380123331,1.2540884693802636,1.2099599412191648,-0.4233772166940046,0.0289306528866291,0.0373919270932674,0.9336774349212646 -1042,2017-07-21,1.2315983665947658,1.2315983665947658,1.1964895286016108,1.2798547251997703,1.2506466207769,-0.4834738943688015,0.1334817260503769,0.0098735820502042,0.8566446304321289 -1043,2017-07-24,1.4558098497684477,1.4558098497684477,1.387046498274368,1.3476526350434244,1.2630432830639455,0.3649431103711984,0.1334817260503769,0.0098735820502042,0.8566446304321289 -1044,2017-07-25,1.4094429168653373,1.4094429168653373,1.421579234438138,1.414322660718453,1.497625892359491,-0.009332457052451918,0.5128426115959883,0.197414506599307,0.2897429145872593 -1045,2017-07-26,1.476928515314234,1.476928515314234,1.4200092380062228,1.4782549871573842,1.4238815982717885,-0.5018254119656405,0.4833704466000199,0.4921637568622827,0.024465849623084 -1046,2017-07-27,1.3278249033280616,1.3278249033280616,1.4514028794734601,1.2877457677471698,1.5135192473431345,0.2889251284446885,0.0545945169404149,0.2082426264882087,0.7371628660708666 -1047,2017-07-28,1.337511068369186,1.337511068369186,1.3273992082037245,1.3879122945771585,1.3687325249678857,-0.48828889651054636,0.2101678820326924,0.1307962655555457,0.6590358523858918 -1048,2017-07-31,1.1533149270175216,1.1533149270175216,1.3570661230460421,1.2032000680630344,1.346641066193949,0.34177659063261456,0.0837698070989812,0.2403312131543369,0.6758989883477197 -1049,2017-08-01,1.0913868004014684,1.0913868004014684,1.0895954952207583,1.1241297668510932,1.1479766297839376,0.2890841143644631,0.1349455626415354,0.2055043561517127,0.6595500861959798 -1050,2017-08-02,1.191742030343046,1.191742030343046,1.1315057775468587,1.0450594656391536,1.0834505998104293,1.3766386547197076,0.22533661685884,0.22433866511306,0.5503247186748518 -1051,2017-08-03,1.5283768119425438,1.5283768119425438,1.4906438085983842,1.5592580800716864,1.5028704766979268,1.4773675910340403,0.313461610243063,0.2150149174796586,0.4715234758332371 -1052,2017-08-04,1.6843085774190834,1.6843085774190834,1.6047586579485644,1.5616737241468908,1.5294121476203182,0.5084392591048973,0.323789461205403,0.160868420653666,0.5153421436746916 -1053,2017-08-07,1.6566788609202747,1.6566788609202747,1.6394481243053407,1.7138556149887358,1.6939063027866323,-0.16030094401555672,0.2761360755698247,0.0996788047592748,0.6241851211948828 -1054,2017-08-08,1.816262757195818,1.816262757195818,1.7822872619215804,1.7887391991090533,1.6967668611421995,0.09528027815923165,0.3303562742657959,0.2090745952446013,0.4605691109318286 -1055,2017-08-09,1.7894271599452578,1.7894271599452578,1.8045766306015707,1.8137000866578281,1.751916389152564,-0.03138607535261361,0.1872030682861805,0.0611211463110521,0.7516758069396019 -1056,2017-08-10,1.6603309917192803,1.6603309917192803,1.7519925281399549,1.744613956170599,1.7614520383775816,0.014220171348441668,0.2846032809466123,0.1695380186429247,0.545858696103096 -1057,2017-08-11,1.699552214293053,1.699552214293053,1.6673878634390917,1.7278661663301167,1.687866891551753,-0.6051662598191273,0.5137073183432221,0.0203689141198992,0.4659237756859511 -1058,2017-08-14,1.7937144044222095,1.7937144044222095,1.7678465281502236,1.872479069785458,1.8096081809947488,-0.5703256311142374,0.4284992523491382,0.0578032722696661,0.5136974930763245 -1059,2017-08-15,1.770372386701982,1.770372386701982,1.7337844316491093,1.820463705773599,1.818667297847069,-0.8960423561838757,0.0488040180255969,0.0340719564507404,0.9171239733695984 -1060,2017-08-16,1.7795824436354615,1.7795824436354615,1.7496379825757298,1.8711908491418823,1.7837026444133912,-0.8213871107125766,0.1055651903152465,0.0129971941933035,0.8814375996589661 -1061,2017-08-17,1.605072013023292,1.605072013023292,1.6994088747619867,1.695175033445892,1.7552539345872902,-0.4548337165351209,0.3021127879619598,0.0095186103135347,0.688368558883667 -1062,2017-08-18,1.534251840614363,1.534251840614363,1.5534306424492113,1.6019333836806213,1.6233404068717823,-0.3684135130005017,0.0756188966333866,0.7402901146560907,0.184090968966484 -1063,2017-08-21,1.3818136546681572,1.3818136546681572,1.4250322386043266,1.3772835527936598,1.5106582342811066,-0.12148566731630199,0.0318646430969238,0.3459874267379443,0.622147927681605 -1064,2017-08-22,1.4372311846328172,1.4372311846328172,1.36883840178352,1.4661772275183635,1.4361195680034227,-0.6151142359421662,0.2388139218091964,0.5065631456673145,0.2546229204162955 -1065,2017-08-23,1.6185693144337234,1.6185693144337234,1.5454252773475754,1.481153944342427,1.402107979315137,-0.47145910128869284,0.0,0.0,0.0 -1066,2017-08-24,1.6211102234471368,1.6211102234471368,1.5951832964150134,1.66538285774671,1.6171423030814909,-0.555449091478186,0.2536260828375816,0.249793802248314,0.4965801175683736 -1067,2017-08-25,1.5436204488165135,1.5436204488165135,1.579958013511347,1.6260893636956597,1.6444783461938637,-0.8054430941866101,0.0754833985120058,0.4858167369384318,0.4386998675763607 -1068,2017-08-28,1.5056699079002633,1.5056699079002633,1.4490483339092333,1.5040217037138903,1.5338623597687717,-0.741848726276772,0.0368325114250183,0.0281068217009305,0.9350606799125672 -1069,2017-08-29,1.5326640564194973,1.5326640564194973,1.4757324351643728,1.488400415831039,1.4098957368983183,-0.6715088129136405,0.1449210445086161,0.0111947056526939,0.8438842296600342 -1070,2017-08-30,1.6250799110851166,1.6250799110851166,1.5451113678779218,1.6212580755452535,1.5718467188198897,-0.8215915211808582,0.2161301486194133,0.0747717916965484,0.7090980187058449 -1071,2017-08-31,1.668270821296867,1.668270821296867,1.6231234846324138,1.7149830384203626,1.6335121904378318,-0.6717132233819221,0.1519894450902938,0.0091737210750579,0.8388367891311646 -1072,2017-09-01,1.6603309917192803,1.6603309917192803,1.6097812094630206,1.728993129024747,1.6743575625509783,-0.9041279258181266,0.2218313807621598,0.5758568666875362,0.2023117415606975 -1073,2017-09-05,1.5680741426239606,1.5680741426239606,1.5768184697311642,1.603382862273143,1.6374854155071263,-0.7257002992825239,0.2379856407642364,0.0124891204759478,0.7495251893997192 -1074,2017-09-06,1.4877263564425798,1.4877263564425798,1.5060267198623505,1.5336526214641257,1.5691448530197347,-0.6674887403707686,0.4504451155662536,0.0156287819679294,0.5339260974100658 -1075,2017-09-07,1.584270904316479,1.584270904316479,1.529571726420954,1.5640893682220924,1.5132009528193877,-0.6339199990240755,0.1874475342531999,0.3723876507331927,0.4401647858321666 -1076,2017-09-08,1.4697832592865256,1.4697832592865256,1.4871908044321973,1.5455695838911978,1.5610397103257325,-0.8555236589156076,0.383470356464386,0.4786815047264099,0.1378481388092041 -1077,2017-09-11,1.7919680689586721,1.7919680689586721,1.7058446925153559,1.6695695748383304,1.5985470822976915,0.14463405011211666,0.1206074696965515,0.1910612902138382,0.688331238925457 -1078,2017-09-12,1.7770415346220472,1.7770415346220472,1.7851124471484618,1.8370506984021329,1.807383302273752,-0.24015730029091048,0.0709788199100229,0.2998860133811831,0.6291351765394211 -1079,2017-09-13,1.8323005133180352,1.8323005133180352,1.7742818968199443,1.824006773280431,1.7967349863350062,-0.6461846271209728,0.020283764693886,0.4654161944054067,0.5143000781536102 -1080,2017-09-14,2.0134800918502695,2.0134800918502695,1.9295211321129708,1.8729623828952977,1.8048405837354717,0.039112823930292556,0.0986531730741262,0.1761895793800552,0.725157211224238 -1081,2017-09-15,2.0479375075378154,2.0479375075378154,1.9615421434358649,2.0351289051988517,1.9666324183951702,-0.3656199032673195,0.1215088814496994,0.0225117144485314,0.8559794028600057 -1082,2017-09-18,2.1303496403233386,2.1303496403233386,2.1123870952373913,2.1153266298424196,2.057859266552943,0.035819544163533085,0.0621801987290382,0.0586703522130847,0.8791494220495224 -1083,2017-09-19,1.973147193189277,1.973147193189277,1.999057244103171,2.0491394565402343,2.053885586777183,-0.13136550661658042,0.0390109533909708,0.682899996638298,0.2780890380963683 -1084,2017-09-20,1.9542514255163028,1.9542514255163028,1.934073493048418,2.008879797006501,1.9426339207175227,-0.47949924637443664,0.2704203017055988,0.3188610354305378,0.4107186538832528 -1085,2017-09-21,1.836270200956014,1.836270200956014,1.9117841243684277,1.903237871704319,1.972830976891924,-0.547840479603259,0.1671139509417116,0.1627322856802493,0.6701537473127246 -1086,2017-09-22,1.5918927227534634,1.5918927227534634,1.8030066341696547,1.6837413841286575,1.8391695575345794,0.25644657626216405,0.049353156859676,0.3248081182440122,0.6258386795719465 -1087,2017-09-25,1.495030618040591,1.495030618040591,1.6078977526450995,1.5549101050311178,1.6271549393856664,0.13073413826896635,0.1123585707197586,0.3358525636916359,0.5517888454099497 -1088,2017-09-26,1.499159311248871,1.499159311248871,1.5101079920514937,1.5230243404176267,1.5918719914282409,0.02861975322516928,0.4154831845579402,0.2827614674876843,0.3017553649842739 -1089,2017-09-27,1.4311971503906984,1.4311971503906984,1.5140320849639863,1.5165827764627495,1.5755025587783624,-0.2203067725933396,0.198475474724546,0.4876050555612892,0.3139194664545357 -1090,2017-09-28,1.4094429168653373,1.4094429168653373,1.3768437668851559,1.434452720853817,1.4162529879504828,-0.3885365879891147,0.0746426160136858,0.37173190433532,0.5536254445711771 -1091,2017-09-29,1.4332614969948385,1.4332614969948385,1.4071380515831338,1.4859852324928333,1.447721403394024,-0.43680017077783106,0.3121468101938565,0.2048596143722534,0.4829935828844706 -1092,2017-10-02,1.4400896504852048,1.4400896504852048,1.3917555894028166,1.4362237938702362,1.4582110267773587,-0.3959862139442672,0.330980186882828,0.2893273137243731,0.3796925161566053 -1093,2017-10-03,1.545049681742707,1.545049681742707,1.4678842493393875,1.368104289602686,1.3529983172461166,0.709374749425732,0.1492425386722271,0.5635881939759622,0.2871692735128678 -1094,2017-10-04,1.6541384062084914,1.6541384062084914,1.625949118942942,1.663128471620452,1.596958337917729,0.2573777795065581,0.3003001457878521,0.1757798261408295,0.5239200054534844 -1095,2017-10-05,1.659219769933689,1.659219769933689,1.6074266638987955,1.6913099107781668,1.6724505236472675,-0.6492507841451971,0.0608921963721513,0.0245655118487775,0.9145423471927644 -1096,2017-10-06,1.683832015009809,1.683832015009809,1.6491797669482453,1.705803775229388,1.626360567195685,-0.6206787431342771,0.2559122072998434,0.2105696819489821,0.533518124371767 -1097,2017-10-09,1.4624789976885129,1.4624789976885129,1.5181133571531296,1.5515282954732323,1.5715288790026045,0.10525096655652412,0.3737391782924533,0.479108898434788,0.1471519190818071 -1098,2017-10-10,1.6633480088403396,1.6633480088403396,1.5790162851023881,1.5975854086400538,1.526233749447466,-0.011762670397577871,0.1934175342321396,0.2646587735507637,0.5419236421585083 -1099,2017-10-11,1.6476278095570973,1.6476278095570973,1.6099383887396712,1.6880893591692268,1.6389159220381406,-0.5745046895768839,0.0481189098209142,0.4695372184117635,0.4823438972234726 -1100,2017-10-12,1.6647772417665343,1.6647772417665343,1.6441567663501417,1.7120840812353195,1.623976541212815,-0.6684880804379232,0.0911379674449563,0.2044885152950883,0.7043735202401876 -1101,2017-10-13,1.6630304520013666,1.6630304520013666,1.6239080337647238,1.7288323318127987,1.6880260388136268,-0.7926106592333749,0.1727763884700834,0.4851822091732174,0.3420414221473038 -1102,2017-10-16,1.5841118987461769,1.5841118987461769,1.5609649188045438,1.6238345168324047,1.6368497358725569,-0.3758404266814006,0.0,0.0,0.0 -1103,2017-10-17,1.6658889178537541,1.6658889178537541,1.5882768389989887,1.6706969982699595,1.591554151610956,-0.8487554011880605,0.1329324973747134,0.2099211050197482,0.6571463786065579 -1104,2017-10-18,1.727817044469807,1.727817044469807,1.694700232717185,1.7360792640384093,1.6719735365681085,-0.4749567915237339,0.1346992952749133,0.3597397955600172,0.5055609010159969 -1105,2017-10-19,1.6033256775597546,1.6033256775597546,1.602874752046996,1.640582767409883,1.665457592960532,-0.4470888310146727,0.4609174770968301,0.1686326039156743,0.370449914996113 -1106,2017-10-20,1.4967774078057572,1.4967774078057572,1.5620638264901558,1.5784215139873712,1.6198441688816456,-0.4769327593837896,0.0311881536617875,0.6832969188690186,0.2855149805545807 -1107,2017-10-23,1.3684753588280272,1.3684753588280272,1.4898592594660751,1.4481412170343062,1.575184264254614,-0.2913961910068371,0.3430627020342009,0.1549968728795647,0.5019404244210038 -1108,2017-10-24,1.3735562682515972,1.3735562682515972,1.3776283160174658,1.4466917384417854,1.3990882736976968,-0.5765715065339537,0.047479971544817,0.3852120173396542,0.5673080272972584 -1109,2017-10-25,1.1909483653964288,1.1909483653964288,1.2944364684718672,1.2437822434946577,1.3657128193504455,0.3551768324421876,0.108744323796903,0.2484966016684969,0.6427591101576885 -1110,2017-10-26,1.196188280390299,1.196188280390299,1.1803220682053361,1.2379847898615688,1.2239458025926375,-0.45578763205376843,0.0527263996191322,0.3197710767388343,0.6275025065988302 -1111,2017-10-27,1.1120293578396097,1.1120293578396097,1.0917933105919795,1.1326649197202798,1.096324249176633,-0.011490123106535709,0.0624367495765909,0.4769143036101013,0.4606489452999085 -1112,2017-10-30,1.0994851812477273,1.0994851812477273,1.0790788543618943,1.142166238072151,1.0872651323243128,-0.6304677333375414,0.3242346700280905,0.1543052453281624,0.5214601081929037 -1113,2017-10-31,1.28129941915628,1.28129941915628,1.2073200789301284,1.1893507746705982,1.1039528594979395,-0.3084303966969723,0.1822723976469465,0.212323285639286,0.6054043320140668 -1114,2017-11-01,1.1153639317996422,1.1153639317996422,1.217679989595991,1.1906394560511713,1.294988230880185,0.324106441263381,0.1026639664349587,0.3217152246323071,0.5756208182949769 -1115,2017-11-02,0.7688844338903472,0.7688844338903472,0.8422168697878892,0.7456877693178171,0.7845006530967871,2.8983383174308646,0.1246763166273012,0.4375118416268378,0.4378118424676359 -1116,2017-11-03,0.8773380446781834,0.8773380446781834,0.803917669071924,0.7859474288515496,0.7744880167926114,0.42329094292847486,0.0556019510452946,0.1894604880362749,0.7549375717838606 -1117,2017-11-06,0.8247785262642816,0.8247785262642816,0.8235381336343865,0.8484307374349562,0.8936865876973261,-0.12362062109613227,0.0578710120171308,0.0382616265366474,0.9038673639297484 -1118,2017-11-07,0.8767029310002372,0.8767029310002372,0.8078413129007682,0.8648569328515414,0.798645661732132,-0.3942827933752536,0.1999727344761292,0.0384583165869116,0.7615689715991417 -1119,2017-11-08,0.8503438961589503,0.8503438961589503,0.813963221184483,0.8853085874108022,0.8698467825750898,-0.5235156338777459,0.2860019505023956,0.0089731272310018,0.705024927854538 -1120,2017-11-09,0.8281131002243141,0.8281131002243141,0.7758203015778724,0.8047888076063413,0.8221676270370831,-0.3595784383158849,0.0,0.0,0.0 -1121,2017-11-10,0.8281131002243141,0.8281131002243141,0.8370371389967826,0.8941657954408828,0.8221676270370831,-0.546205195857006,0.0596986711025238,0.245493033202365,0.6948082819581032 -1122,2017-11-13,1.0251714293084635,1.0251714293084635,0.9695168150308104,0.8500410132394263,0.7845006530967871,0.1259645606757285,0.062040949506419,0.7597265392541885,0.1782324947416782 -1123,2017-11-14,0.9187821651247664,0.9187821651247664,0.9624531783381352,0.975490482779082,1.020831608740632,-0.3075673302753388,0.1298798362000121,0.4475764822628763,0.4225436937477853 -1124,2017-11-15,0.9600672800010497,0.9600672800010497,0.901864159858532,0.8885295997567401,0.8779523799755563,-0.2388399883842067,0.1496051083318889,0.3658142624422907,0.4845806021243334 -1125,2017-11-16,0.9791220532443237,0.9791220532443237,0.9905500967485383,1.0463476862827297,1.0047795612015762,-0.27440740986520895,0.217296215891838,0.063509878826638,0.7191938941677412 -1126,2017-11-17,1.0196135031739897,1.0196135031739897,1.1244421408541831,1.0761403227189095,1.19041120098351,1.5228148518153208,0.2135123040281095,0.1192568127452483,0.6672308796419287 -1127,2017-11-20,0.9194172788027135,0.9194172788027135,0.949110903168742,0.9408674796664893,1.0016007083222622,0.2765015144280165,0.0440499843098223,0.9333148300647736,0.0226350994780659 -1128,2017-11-21,1.0634395270636865,1.0634395270636865,0.9919629139038046,1.0046390088934727,0.9550342194979831,0.05246764119135854,0.0759276218712329,0.3170148296281695,0.6070575550198555 -1129,2017-11-22,0.9807102917408204,0.9807102917408204,0.9792484576737168,1.0550440971008619,1.0489624787494463,-0.4798399304882393,0.0905196939905484,0.0463845006500681,0.863095780213674 -1130,2017-11-24,1.0275533327515767,1.0275533327515767,0.9633949067470956,1.0415168588693198,1.0016007083222622,-0.8599298401207891,0.3071349952369928,0.0609609453240409,0.631904074922204 -1131,2017-11-27,1.0475607765117716,1.0475607765117716,0.9779928197951028,1.0175221368032261,0.9930185785491018,-0.561990226463198,0.359816949814558,0.1053594548720866,0.5348236039280891 -1132,2017-11-28,1.059311288157036,1.059311288157036,1.0197454737609035,1.088540137518823,1.0424465351418706,-0.4725947150013685,0.0965535206099351,0.3238037309298913,0.579642782608668 -1133,2017-11-29,0.9003625055594379,0.9003625055594379,0.9883527304609638,0.8841816247161726,1.0573859159671979,0.39453720372352663,0.104293191495041,0.6741815737138191,0.2215252571428815 -1134,2017-11-30,0.9211640685678804,0.9211640685678804,0.8737672414481279,0.9374856701086046,0.918479912271417,-0.6083914027631262,0.0370907230302691,0.6287572354078292,0.3341520424932241 -1135,2017-12-01,0.8843247494372216,0.8843247494372216,0.8678025124410653,0.9456983070798993,0.8688932631232353,-0.6217235077499387,0.3198422600204746,0.2533849547617137,0.4267727412904302 -1136,2017-12-04,0.863205629589806,0.863205629589806,0.835624321841518,0.8741969932544644,0.8857396828522727,-0.2714548142122522,0.1269139051437378,0.1514934822916984,0.721592578291893 -1137,2017-12-05,0.8393875037619344,0.8393875037619344,0.8313863194593718,0.8804777599973922,0.8142207221920297,-0.5414129059895146,0.0733448669314384,0.0252048082649707,0.9014503479003906 -1138,2017-12-06,0.9911905760301915,0.9911905760301915,0.9159914332438834,0.8643736197417019,0.7840236660176281,0.03747754018403958,0.0855336189270019,0.0388047136366367,0.8756617307662964 -1139,2017-12-07,0.9591146094841312,0.9591146094841312,0.9982415523805207,1.0423222271400532,0.973151998496161,-0.510955746215553,0.2488343672206004,0.0169859138938287,0.7341797252496084 -1140,2017-12-08,1.0208841848315116,1.0208841848315116,0.9723420002576929,1.0457040366979387,1.0144743576884665,-0.8089634966959046,0.6165964361280203,0.0179939048830419,0.3654096908867359 -1141,2017-12-11,1.2396967474410228,1.2396967474410228,1.1611722433055294,1.0858028990197235,1.014950890061164,0.20616160106488496,0.0,0.0,0.0 -1142,2017-12-12,1.4321498209076178,1.4321498209076178,1.3562811248300846,1.3479746902043184,1.2663808284986708,0.386769605928825,0.46695177257061,0.0178094942433138,0.5152387221654257 -1143,2017-12-13,1.40039186550216,1.40039186550216,1.399917684697457,1.4521666761769818,1.4329407151241087,-0.1836945864966757,0.5759207606315613,0.0196591792628169,0.4044200628995895 -1144,2017-12-14,1.3822897627758022,1.3822897627758022,1.450460701980851,1.458608240131859,1.4342120743932494,-0.27944953474948897,0.1993710473179817,0.0128925433382391,0.7877363959948221 -1145,2017-12-15,1.4705773785347716,1.4705773785347716,1.3948946840993517,1.4402501744869058,1.4505824164560528,-0.022051330634419525,0.0885229236446321,0.4690888721495866,0.4423882141709327 -1146,2017-12-18,1.3978514107903734,1.3978514107903734,1.4393162421826793,1.469559037076249,1.496036693273065,-0.35296916650811244,0.4338470101356506,0.2202347541848818,0.345918208360672 -1147,2017-12-19,1.2744717199675408,1.2744717199675408,1.3570661230460421,1.3523226652448859,1.4222923991853629,-0.046626011376721226,0.3713207602500915,0.1367698715999722,0.4919093519449234 -1148,2017-12-20,1.240807969226614,1.240807969226614,1.2253714452279718,1.267615707611805,1.3019811615669188,-0.24449534467333156,0.0966724455356597,0.0167228733189404,0.8866046965122223 -1149,2017-12-21,1.2833637657604176,1.2833637657604176,1.2354169973405325,1.302561226622288,1.2527128069424855,-0.6007600786139456,0.0,0.0,0.0 -1150,2017-12-22,1.180785637946029,1.180785637946029,1.1911526185338537,1.2640731008419719,1.2514409929668817,-0.6392346711993977,0.1450341641902923,0.0745026245713234,0.7804631590843201 -1151,2017-12-26,1.0551825949487559,1.0551825949487559,1.0815905792027698,1.1313766990767047,1.1611681189674272,-0.6023045132631846,0.0709444873034954,0.047655751928687,0.8813997268676758 -1152,2017-12-27,0.9654662005652221,0.9654662005652221,0.98332972986286,1.037490938989646,1.0367249637242755,-0.5265136540792097,0.21564576420933,0.1280117970891297,0.6563424564898014 -1153,2017-12-28,1.0245363156305172,1.0245363156305172,0.9541339037668457,1.0180049891760694,0.9691787734268655,-0.6164088355746165,0.2771446611732244,0.018494174350053,0.7043611407279968 -1154,2017-12-29,0.9608613992492973,0.9608613992492973,0.9633949067470956,1.0254131793506263,1.0395855220798427,-0.7388507060753082,0.0470985770225524,0.0279042869806289,0.9249972105026244 -1155,2018-01-02,1.1066308915770666,1.1066308915770666,1.0528658418530596,1.0415168588693198,0.973151998496161,-0.6082551291176052,0.0249779680743813,0.5964173241518438,0.3786046858876943 -1156,2018-01-03,1.0545474812708113,1.0545474812708113,1.1021527721741937,1.1147897064481709,1.116190374523113,-0.5698032488064066,0.3471671261100305,0.4116771025583148,0.2411557734012603 -1157,2018-01-04,1.0127858039852529,1.0127858039852529,0.9969859145019067,0.9558441964905537,0.9869791673142216,0.6622922048981983,0.1434365816085654,0.6839753626571858,0.1725880488315049 -1158,2018-01-05,1.043908645712766,1.043908645712766,0.9764228233631876,1.057620538388014,1.0465784527665791,-0.5539727936517077,0.3451686725020408,0.4857933102175593,0.1690379688516259 -1159,2018-01-08,1.3587891937869028,1.3587891937869028,1.2869021921165353,1.1139843381774375,1.0367249637242755,0.642555238571895,0.0996681377291679,0.0097167361527681,0.8906151652336121 -1160,2018-01-09,1.3155982835751523,1.3155982835751523,1.3148419312502873,1.3056214417562764,1.34123733459364,0.02641666262257846,0.3241130799055099,0.010314193740487,0.6655727237462997 -1161,2018-01-10,1.333223823892234,1.333223823892234,1.286588282646882,1.3474913770944787,1.2941938586902018,-0.6178624211268414,0.1195945447931687,0.0179921304807066,0.8624133268992106 -1162,2018-01-11,1.383242887594351,1.383242887594351,1.4091786876777044,1.3999900542161774,1.3425086938627795,-0.08739454366177811,0.2371645309031009,0.044984315522015,0.7178511619567871 -1163,2018-01-12,1.3557721766658435,1.3557721766658435,1.3401136644338099,1.40659287612,1.3963864078975419,-0.5008487841727394,0.3778392978012562,0.02711942512542,0.5950412750244141 -1164,2018-01-16,1.4167476327649773,1.4167476327649773,1.4121610521812376,1.4247901445530036,1.3790630010893463,-0.12627795718379337,0.116899149492383,0.0212386542310317,0.8618621826171875 -1165,2018-01-17,1.5294880337281358,1.5294880337281358,1.4749474369484161,1.5045045560867336,1.4256299446200897,0.016627672419314107,0.8235822916030884,0.0327630266547203,0.1436546891927719 -1166,2018-01-18,1.4883614701205252,1.4883614701205252,1.5267465411940726,1.5687593984235542,1.5082742082982368,-0.30536423967274795,0.7434425950050354,0.0131681794300675,0.243389144539833 -1167,2018-01-19,1.5749022961143277,1.5749022961143277,1.4999052606622834,1.550400872041605,1.497625892359491,-0.48649462684451883,0.0476539656519889,0.0134130734950304,0.9389329552650452 -1168,2018-01-22,1.5993555356201465,1.5993555356201465,1.6135485721825102,1.656686907665575,1.567555653933309,-0.1862156489388157,0.0,0.0,0.0 -1169,2018-01-23,1.6188868712726965,1.6188868712726965,1.6554584054249633,1.685673715094025,1.7360230341689205,-0.35542209212749193,0.1848848870999756,0.0972261918442589,0.7178889349812553 -1170,2018-01-24,1.509322038699269,1.509322038699269,1.565202921186691,1.565216330916723,1.6498820777941727,-0.39582722802449255,0.3324944650863899,0.1637804485747919,0.5037250974599052 -1171,2018-01-25,1.3783200751378235,1.3783200751378235,1.478086980728598,1.4505564003725118,1.5495965674905425,-0.06586330766944723,0.0193601914681494,0.6112556338310242,0.3693841289728879 -1172,2018-01-26,1.461049764762319,1.461049764762319,1.3964642314476192,1.4394448062161742,1.4419998319764298,-0.5657377517150277,0.0790752793351809,0.4164104610681534,0.504514254629612 -1173,2018-01-29,1.5671214721070421,1.5671214721070421,1.5039860837677799,1.480831889181533,1.4157764555777854,-0.51856435809048,0.3123519656558831,0.254760324023664,0.4328877180814743 -1174,2018-01-30,1.5082103626120484,1.5082103626120484,1.4634890676805907,1.5434759949768884,1.499850771080487,-0.525241766721013,0.1374215653964451,0.3716062777010457,0.4909721996103014 -1175,2018-01-31,1.6430230082411714,1.6430230082411714,1.5878061993363322,1.592110010167859,1.5375177450207838,-0.18537529479143572,0.0191765874624252,0.6317950487136841,0.3490283489227295 -1176,2018-02-01,1.562675222059789,1.562675222059789,1.6422733095322206,1.6475076444746004,1.592984658141972,-0.6433455928392836,0.3210563418370756,0.102856216867539,0.5760874683884057 -1177,2018-02-02,1.4753411854209986,1.4753411854209986,1.521252451849664,1.5167435736746981,1.5522984332906982,-0.7552943926348521,0.2393124348350933,0.0121045896916517,0.74858301452228 -1178,2018-02-05,1.3067062377822771,1.3067062377822771,1.403841777609948,1.3958033371245553,1.3858972392206708,-0.5828400942279234,0.4230533178363527,0.0129361589040075,0.5640105136803218 -1179,2018-02-06,1.3200445336224054,1.3200445336224054,1.2743449151631,1.2428160780119748,1.1831008851859517,-0.44104736606323813,0.1887779305689036,0.0230271818581968,0.7881948798894882 -1180,2018-02-07,1.4951896236108915,1.4951896236108915,1.4278578729148548,1.4386394379454397,1.402107979315137,-0.013874911903154635,0.2579053166555241,0.19743372805533,0.5446609595092013 -1181,2018-02-08,1.0224719690263773,1.0224719690263773,1.4689827079413509,1.0994909344632133,1.4707663816198162,0.7459415109738888,0.3360675855636083,0.1173416514045976,0.5465907511012308 -1182,2018-02-09,0.9460943247846029,0.9460943247846029,1.0351283850248698,0.7799891780065129,1.0991848075322,1.340798685947663,0.0351076703518629,0.42142667574808,0.5434656152501702 -1183,2018-02-12,1.030411798603964,1.030411798603964,0.9896083683395787,0.9650234596815292,1.0387906951833976,-0.18226371321870435,0.0596060557290911,0.0783967550378292,0.8619971722364426 -1184,2018-02-13,1.1563319441385809,1.1563319441385809,1.0855146721152626,1.0658336360963063,1.0211494485579171,-0.5610135986702969,0.0,0.0,0.0 -1185,2018-02-14,1.1348952674521913,1.1348952674521913,1.116593955029198,1.162618353368408,1.1136476559848292,-0.6994449102454622,0.1409790316829458,0.3702398985624313,0.4887810628861189 -1186,2018-02-15,1.3216323178172709,1.3216323178172709,1.2413821754312435,1.2251016619518145,1.171816434906174,-0.25378466484301865,0.0,0.0,0.0 -1187,2018-02-16,1.3441802162892518,1.3441802162892518,1.382651316615568,1.3739017432357759,1.2989619106559422,-0.31517594215026584,0.0266484171152114,0.9546949863433838,0.0186565965414047 -1188,2018-02-20,1.332747715784589,1.332747715784589,1.3468633916568324,1.3716473571095171,1.3302711788376087,-0.6861128052586497,0.2161978334188461,0.0080829290673136,0.7757192850112915 -1189,2018-02-21,1.3094052437627313,1.3094052437627313,1.3288120253589883,1.3985405756236557,1.3550645034116997,-0.8654943473129,0.0264384150505065,0.6364002426465353,0.3371613174676895 -1190,2018-02-22,1.5137678344448928,1.5137678344448928,1.450460701980851,1.4239852370192663,1.3471180532731086,-0.013738638257633553,0.525625191628933,0.0185586865991354,0.4558160584419966 -1191,2018-02-23,1.6071363596274313,1.6071363596274313,1.5689702839061788,1.6228683513497235,1.542603636803807,-0.2754748867551241,0.3644543260335922,0.0880163725465536,0.5475292563438415 -1192,2018-02-26,1.6924065039637128,1.6924065039637128,1.6319133988663597,1.7075753089828034,1.6327178182478492,-0.6110260265765338,0.0,0.0,0.0 -1193,2018-02-27,1.5903044842569685,1.5903044842569685,1.647453040323328,1.6697308327872775,1.676423748716563,-0.5071400841409627,0.0,0.0,0.0 -1194,2018-02-28,1.4643843387223516,1.4643843387223516,1.5728943768186716,1.5442813632476218,1.617937129977934,-0.21817181881350933,0.4054901897907257,0.0089768320322036,0.5855330228805542 -1195,2018-03-01,1.2717722596854553,1.2717722596854553,1.4697677061573085,1.3486188005261055,1.4977850396213648,-0.03286237317909199,0.1180208151539166,0.0247747631122668,0.8572044173876444 -1196,2018-03-02,1.3383051876174334,1.3383051876174334,1.258648094429481,1.234280925142789,1.2112317551947678,-0.4400480259960835,0.0871503427624702,0.0514025762677192,0.8614470958709717 -1197,2018-03-05,1.3101993630109796,1.3101993630109796,1.2983605613843607,1.336057727777246,1.2972131096011792,-0.7282667862731709,0.2196724709123373,0.2692537158727646,0.5110738039016723 -1198,2018-03-06,1.2284223439034034,1.2284223439034034,1.2766994607273259,1.2996627301742418,1.3188280360024187,-0.6233587914961917,0.6039150655269623,0.0089945443905889,0.3870903998613357 -1199,2018-03-07,1.2935264932108173,1.2935264932108173,1.2159537120547197,1.2144729201683184,1.1867558157314988,-0.45946702048283766,0.4834266072139144,0.0382191035896539,0.478354305960238 -1200,2018-03-08,1.2427137645620823,1.2427137645620823,1.228510539924506,1.2874237125862757,1.3046830273670738,-0.7867736047502218,0.1065031134833892,0.4330495332057277,0.460447359830141 -1201,2018-03-09,1.2120670309422141,1.2120670309422141,1.153009698927243,1.224618348841975,1.1654591838540078,-0.3460192105865373,0.1028559372061863,0.3820868942420929,0.5150571335107088 -1202,2018-03-12,1.503288004457151,1.503288004457151,1.446850518538012,1.2911275773050561,1.2371372917761263,0.28020361513133923,0.2994652825407684,0.2012836655601859,0.4992510356009006 -1203,2018-03-13,1.4450120086401028,1.4450120086401028,1.446850518538012,1.2911275773050561,1.2371372917761263,-0.24176987176290993,0.1738578168941395,0.1544688367950064,0.671673388353416 -1204,2018-03-14,1.2034925419883102,1.2034925419883102,1.3306954821769093,1.2497404943396953,1.366666338802301,0.21283900969541797,0.3214593303079406,0.5195165450374285,0.159024095783631 -1205,2018-03-15,1.187137229027121,1.187137229027121,1.221447352315479,1.2041666942827125,1.2493752615077613,-0.10572334898436357,0.4636952526634559,0.3752993085654452,0.1610054273623973 -1206,2018-03-16,1.119651176276594,1.119651176276594,1.1359009592056553,1.1714755613984884,1.14686441777667,-0.20736077626883687,0.0324394181370735,0.6492285629113516,0.3183320139845212 -1207,2018-03-19,0.995953928614789,0.995953928614789,1.0315182015820314,1.0200985780903788,1.0446714138628674,0.10311601277669384,0.0330034043484677,0.3699685434500376,0.5970280359809598 -1208,2018-03-20,0.9481582170871135,0.9481582170871135,0.9608831819062184,1.0054439164272093,1.0187654225750473,-0.5146578469188756,0.0539490187074989,0.5372138991951942,0.4088370846584439 -1209,2018-03-21,1.04311452646452,1.04311452646452,1.0580455726441664,1.02847247301062,0.94533896830463,-0.24345058005766995,0.154907095410368,0.303140732624075,0.5419521892772001 -1210,2018-03-22,0.9251337562058591,0.9251337562058591,1.001223916884052,0.9961038560242862,1.0031903621151503,-0.4747978056039593,0.2915569901466369,0.2664076348766684,0.4420353829860687 -1211,2018-03-23,0.8050886393430597,0.8050886393430597,0.8824004254890716,0.8716205519673125,0.9612323232882745,-0.08525958988194783,0.1423307220850672,0.2955492684351546,0.5621200182608196 -1212,2018-03-26,0.847009322198917,0.847009322198917,0.8249509507896511,0.7252356540215602,0.8990898645911736,0.30545966410124636,0.1172125991433858,0.1542317238636315,0.7285556569695473 -1213,2018-03-27,0.45003419817823165,0.45003419817823165,0.7728379370743402,0.4968819584158181,0.8460069774528561,1.553907955268381,0.1752845726229927,0.4476451908492229,0.3770702254365791 -1214,2018-03-28,0.11022384818900169,0.11022384818900169,0.21419584283946116,0.09299576022392697,0.21949922693759563,3.1731568358983786,0.0848189222626388,0.6663011105465038,0.2488799604986395 -1215,2018-03-29,0.24281359594531293,0.24281359594531293,0.24998376779819917,0.030351193691574834,0.09092369936327552,1.848872260998762,0.066557636950165,0.65776507682167,0.2756772824563086 -1216,2018-04-02,0.02606537993994172,0.02606537993994172,0.08312898396069786,-0.027944937063212764,0.08726831411126516,2.0631171440321556,0.1086116240825504,0.6197444427448014,0.2716439357027411 -1217,2018-04-03,0.2650439375783198,0.2650439375783198,0.2874988684655029,0.13148388600424388,0.3027796249567771,2.6832530802500907,0.3120069385177511,0.3626727565903874,0.325320285416263 -1218,2018-04-04,0.5732553377323917,0.5732553377323917,0.5232619453538968,0.09138502368245996,0.03196009354548842,2.922254342219814,0.1722315172082744,0.6465270399930887,0.1812414518790319 -1219,2018-04-05,0.8714625617047366,0.8714625617047366,0.8040743992649279,0.674347252704329,0.6130135672437356,2.7460979431095627,0.0970710235146375,0.7832884456102664,0.119640550791071 -1220,2018-04-06,0.7695195475682934,0.7695195475682934,0.8514783218517867,0.7919061404335841,0.798327821914846,1.4740288867187739,0.1258378173742029,0.6880653496417735,0.1860968441598945 -1221,2018-04-09,0.6164462479441423,0.6164462479441423,0.8549313260179762,0.6906121901719696,0.7883151856106713,0.731223957257612,0.0590864330530166,0.2518396511673927,0.6890739232301712 -1222,2018-04-10,0.8552662543138485,0.8552662543138485,0.8172594951576687,0.7625968171072448,0.7660645795748623,0.8992947867336125,0.1689935000613331,0.3786728121340275,0.4523336598649621 -1223,2018-04-11,0.7954024743019353,0.7954024743019353,0.8467692307233365,0.8588982212695068,0.7941954495836767,0.10279804093714465,0.0284830688033252,0.3557028882205486,0.6158140390180051 -1224,2018-04-12,0.686631306675126,0.686631306675126,0.7678149364762366,0.7625968171072448,0.8193066139750544,0.13139279422231825,0.0256596209481358,0.6300019962247461,0.344338386785239 -1225,2018-04-13,0.7860338660997841,0.7860338660997841,0.7678149364762366,0.7996359250320372,0.83964972640069,0.06743502992442399,0.2497964502361259,0.4909956021430461,0.2592079358077363 -1226,2018-04-16,0.6410584930202631,0.6410584930202631,0.700476639857259,0.6873911778260325,0.7665411119475579,-0.1571212256200648,0.0743603045120835,0.5557310686757168,0.3699086631337802 -1227,2018-04-17,0.5851644006463279,0.5851644006463279,0.5829092354245394,0.5827158787435295,0.6055436494778411,-0.006879531433072451,0.1031127780276749,0.5940850075955192,0.3028022308966943 -1228,2018-04-18,0.6750398006001629,0.6750398006001629,0.709580912644506,0.6737031423825419,0.6406674501733928,-0.10733592045636303,0.1715456921803324,0.3311114634240144,0.4973428414056176 -1229,2018-04-19,0.7819051728915041,0.7819051728915041,0.7216671008516375,0.6799839091254705,0.6406674501733928,-0.21342495349452498,0.1577747346212466,0.0904956383941074,0.7517296473185221 -1230,2018-04-20,0.6256558505759914,0.6256558505759914,0.7054996404553628,0.6993086009901008,0.70567046722606,-0.31851464646553235,0.1349288374185562,0.2363773608314139,0.6286937961620944 -1231,2018-04-23,0.5165671261102097,0.5165671261102097,0.5742760513835982,0.5798173822954834,0.644004995608118,-0.4853363008575896,0.3070536702871322,0.0323111624033613,0.6606351787393744 -1232,2018-04-24,0.5179963590364035,0.5179963590364035,0.5031703920451286,0.5174948709240254,0.5440373251217729,-0.30547780104401556,0.568744228531917,0.0173649995898207,0.4138907951613267 -1233,2018-04-25,0.4740117838780348,0.4740117838780348,0.4728761073471516,0.4980093818474456,0.5201975199995391,-0.6851588897400022,0.3516109282416956,0.216593383545322,0.4317956577454294 -1234,2018-04-26,0.5500718712808351,0.5500718712808351,0.4827649292667085,0.485931161471428,0.4447048795635339,-0.6073920626959716,0.1555174159418259,0.3089631588331291,0.5355194085942847 -1235,2018-04-27,0.686631306675126,0.686631306675126,0.619011069852931,0.6039733623105226,0.5499180438012418,-0.6054388071101694,0.1175349722193046,0.2408425501039759,0.64162247560241 -1236,2018-04-30,0.6837728408227376,0.6837728408227376,0.6858787268092519,0.7435941804035077,0.6808771426519691,-0.6364183491919619,0.0745761082507669,0.3095475390553474,0.6158763457089662 -1237,2018-05-01,0.7793647181797191,0.7793647181797191,0.7186847363481054,0.7551890876696857,0.6792879435655435,-0.546159771308499,0.0323108442127704,0.3386685434728861,0.6290206275880337 -1238,2018-05-02,0.7988960538322691,0.7988960538322691,0.8133354022451761,0.8286227324604872,0.7597073285226971,0.44064312045815923,0.1567971877822721,0.4782451589902242,0.364957645535469 -1239,2018-05-03,0.5337165583196458,0.5337165583196458,0.51808221456279,0.4654795069121663,0.4453410139045684,2.3443178115649075,0.1088543902532976,0.4115722771947745,0.479573337452822 -1240,2018-05-04,0.6867903122454273,0.6867903122454273,0.6565261705202347,0.5345651766623984,0.5122510698609456,0.34956690070156976,0.1261984046379273,0.5552510328760202,0.3185505785725333 -1241,2018-05-07,0.8246199749956115,0.8246199749956115,0.7993653081364759,0.7865915391733376,0.7427013068253208,0.37427785508939254,0.0848109567537903,0.1296072658151388,0.7855817586183548 -1242,2018-05-08,0.8119163385317966,0.8119163385317966,0.82746222654688,0.8482694794860107,0.795148969035533,-0.2499008659456678,0.3145129256881773,0.0271989195607602,0.6582881640642881 -1243,2018-05-09,0.889406113162421,0.889406113162421,0.8158466780024042,0.8651785272754384,0.788950410538779,-0.29591593358328633,0.0407378640957176,0.7322275107726455,0.2270345771685242 -1244,2018-05-10,0.8603476180390479,0.8603476180390479,0.9097123456835181,0.9305607930438881,0.9016330378359171,-0.3131318374674496,0.0484519812532446,0.455016255421056,0.4965317621827125 -1245,2018-05-11,0.7974668209060753,0.7974668209060753,0.8451992342914223,0.8495581608665838,0.9048114360087686,-0.5338951432116017,0.1937041249392288,0.3366186215675303,0.4696772377938032 -1246,2018-05-14,0.6531265615044998,0.6531265615044998,0.7833545779332042,0.7294228318501792,0.8351995142522355,0.05825927112600451,0.141582681069849,0.211632222722983,0.6467850943445228 -1247,2018-05-15,0.5294293138426948,0.5294293138426948,0.5011297559505586,0.5503472617571956,0.5441964723836467,0.5652880815614417,0.1600238907337188,0.5361250784620643,0.30385103687644 -1248,2018-05-16,0.5659510761343804,0.5659510761343804,0.5301684027699215,0.5674171067585718,0.5254425590444368,-0.30804428803466255,0.1017444538651034,0.3740333903580904,0.5242221470922231 -1249,2018-05-17,0.5351457912458404,0.5351457912458404,0.5361331317769858,0.6062277484367806,0.5583410263125291,-0.5927199335282018,0.2545120353427003,0.1946677250020644,0.5508202489684609 -1250,2018-05-18,0.41255976536962663,0.41255976536962663,0.4648707422455157,0.44567150193769645,0.5384749009660517,0.050332687411528264,0.2367054708302021,0.0441442944575101,0.7191502600908279 -1251,2018-05-21,0.5343516719975929,0.5343516719975929,0.5722354152890249,0.5632299289299528,0.4857093989385561,0.48883856642411505,0.181093342766604,0.2855686064919128,0.5333380545763409 -1252,2018-05-22,0.38381882708522663,0.38381882708522663,0.517454395623483,0.4363314415347725,0.5879024028523596,0.43505590099179486,0.2832741003483534,0.2435311906971037,0.4731947114691138 -1253,2018-05-23,0.4482878627146942,0.4482878627146942,0.3904688089338646,0.44567150193769645,0.42897067184176496,-0.2373864028319818,0.3803733875198911,0.3640080444359531,0.2556185556265215 -1254,2018-05-24,0.428915078330816,0.428915078330816,0.40930472436401627,0.46000410843997125,0.43914245540781444,-0.6481151704325214,0.0674763580784201,0.559217575006187,0.3733060916885733 -1255,2018-05-25,0.44479428318436043,0.44479428318436043,0.3862308065517176,0.4715990157061493,0.4269049403826428,-0.7166153895811185,0.2511118452709455,0.3538734809710429,0.3950146522659521 -1256,2018-05-29,0.5227601659226315,0.5227601659226315,0.49390938906487947,0.4802949657872844,0.44089080175611395,-0.3097249963294226,0.0402217982336878,0.5078512832522393,0.451926939189434 -1257,2018-05-30,0.6491568738665227,0.6491568738665227,0.6274875237008726,0.5680612170803598,0.5168599745648123,0.10434247558638357,0.1066976229406215,0.5268223859708417,0.3664800152182579 -1258,2018-05-31,0.5381628083668998,0.5381628083668998,0.5546551377374864,0.5894794978593005,0.5791611258173245,-0.2522402301937797,0.2173505555838346,0.5296628691256047,0.2529865644872188 -1259,2018-06-01,0.6507446580613866,0.6507446580613866,0.5794557821747024,0.6041341595224702,0.5577053466779589,-0.3647341245714325,0.0505738258361816,0.2656079321168363,0.6838182099163532 -1260,2018-06-04,0.7288695463699573,0.7288695463699573,0.6901167291913981,0.7605032281929353,0.692479432749033,-0.5070492350439486,0.0478345421808106,0.2131269313395023,0.7390385227543967 -1261,2018-06-05,0.6397882656643697,0.6397882656643697,0.6712808137612447,0.6508353830110806,0.7458801597046364,-0.23509246313237694,0.1489830690092946,0.2138724888331796,0.6371444436280351 -1262,2018-06-06,1.090275124314248,1.090275124314248,1.0538075702620202,0.8237919050470754,0.7903809170697934,2.6657419168006316,0.5060680549471609,0.1346806708062368,0.3592512758989488 -1263,2018-06-07,1.0361278217054803,1.0361278217054803,1.176711884762497,1.0830647390466281,1.0391089897071462,1.6614051493102608,0.1415034489085277,0.2258453104489793,0.6326512321829796 -1264,2018-06-08,1.0610580779222027,1.0610580779222027,1.0900665839670631,1.1405559622676809,1.0844041192622855,0.26684879787027327,0.3716031138319522,0.2328155658518274,0.3955813410381476 -1265,2018-06-11,1.2903504705194573,1.2903504705194573,1.2498581801955357,1.2267119377562845,1.1401893269072205,1.39753394703294,0.3553622864186764,0.0620954059064388,0.5825423002243042 -1266,2018-06-12,1.4597795374064266,1.4597795374064266,1.5686563744365254,1.4763226561920202,1.4928578403937514,3.4788640473506716,0.2310013991082087,0.6306857254821807,0.1383128857705742 -1267,2018-06-13,1.4916960440805578,1.4916960440805578,1.446693788345009,1.5053099243574655,1.5248032429164515,0.554068218080206,0.252578449793733,0.2856023375374766,0.4618191860902768 -1268,2018-06-14,1.697170310849938,1.697170310849938,1.6279897550375153,1.6148165115903756,1.539424783924493,0.8972961065993034,0.0839408673346042,0.079283095896244,0.8367760266576495 -1269,2018-06-15,1.7043160211792776,1.7043160211792776,1.7209132452260196,1.6897000957106947,1.6381210951416976,0.8671569186648908,0.1431890142460664,0.0770683176815509,0.7797426631053289 -1270,2018-06-18,1.9053440379014066,1.9053440379014066,1.863124563902954,1.7420375148834477,1.6629144197157884,1.1453595659961786,0.2687844396210633,0.2289414518297864,0.502274136703748 -1271,2018-06-19,1.6150757349033895,1.6150757349033895,1.8045766306015707,1.6091798551692333,1.818031618212499,1.3017789987801267,0.1504331116254131,0.4689849138880769,0.3805819782118002 -1272,2018-06-20,1.7686260512384455,1.7686260512384455,1.7163613333742198,1.7017778553497145,1.704872458542666,0.307390207412795,0.0590831816662102,0.7326012095436454,0.208315641619265 -1273,2018-06-21,1.5350459598626114,1.5350459598626114,1.7450860707239308,1.609502371067126,1.7678092894297477,0.21277087287265742,0.0454960297793149,0.6132296323776245,0.3412743359804153 -1274,2018-06-22,1.314645613058233,1.314645613058233,1.525961542978115,1.379699196868865,1.601567242621594,0.7349260579609347,0.0563043155707418,0.4336195300177981,0.5100761547219008 -1275,2018-06-25,1.3048004424468072,1.3048004424468072,1.3096622004591814,1.3072312568237476,1.2611357894537722,-0.022482863845236283,0.0504599018022418,0.0560522768646478,0.893487791220347 -1276,2018-06-26,1.4475524633518877,1.4475524633518877,1.3894010438385915,1.2798547251997703,1.3553823432289849,0.09589350956407652,0.1122566107660532,0.3284824926199184,0.559260874779688 -1277,2018-06-27,1.4872502483349341,1.4872502483349341,1.5030443553588184,1.5004786362070592,1.497625892359491,0.29603407028603823,0.0482120940254794,0.5866310464011298,0.3651568446722295 -1278,2018-06-28,1.573473063188134,1.573473063188134,1.6008341159524242,1.606925469042977,1.555794671280833,0.31063806263104743,0.2774643037611475,0.2895279701512593,0.4330077364754218 -1279,2018-06-29,1.4626375489571855,1.4626375489571855,1.5512332761616359,1.5473411176446132,1.6300154977412327,-0.1221670355439074,0.2173550393432378,0.2204487598811586,0.5621961923937003 -1280,2018-07-02,1.337511068369186,1.337511068369186,1.7226399718509375,1.3450757330192753,1.7371357008826487,2.664038496231618,0.3032409190074415,0.232200559153146,0.4645585083981624 -1281,2018-07-03,0.953081029543641,0.953081029543641,1.2157965327780682,1.0204206332512729,1.2870417807415915,1.1929190682830362,0.1488725888054995,0.3418749075915132,0.509252508570041 -1282,2018-07-05,0.9260864267227776,0.9260864267227776,0.9316878048938533,0.8035005869627653,1.0011241759495675,2.372549168462025,0.0795272352794806,0.4422871206576625,0.478185632576545 -1283,2018-07-06,0.9219577335144976,0.9219577335144976,0.8952716119121606,0.896581439516088,0.8611055055400548,0.41681794476622347,0.028746773281859,0.5209487958086861,0.4503044094890356 -1284,2018-07-09,1.0745549250310047,1.0745549250310047,0.9965148257556026,0.9932048988392432,0.9729933059407488,0.12866732131189662,0.079987251613703,0.4328892434843712,0.4871234877241982 -1285,2018-07-10,1.1374357221639773,1.1374357221639773,1.1402956917808045,1.173569150312798,1.1727699543580294,0.5544543267425158,0.3176944551660734,0.0627306895604466,0.6195748566704637 -1286,2018-07-11,1.081700635360344,1.081700635360344,1.050197386819181,1.107059921849717,1.0335461108449624,-0.48744854236316637,0.2868699398464881,0.0686673652022503,0.6444627103897241 -1287,2018-07-12,1.0459729923169059,1.0459729923169059,1.0704461194045989,1.0700208139249254,1.1230246126544354,-0.29732409458700415,0.2791147295252553,0.1318708139671278,0.5890144652553967 -1288,2018-07-13,1.0802714024341502,1.0802714024341502,1.0131529258145338,1.013334958974607,1.030049872854826,-0.263573655046283,0.4036093153059482,0.0827907509170472,0.5135999724268914 -1289,2018-07-16,0.941012506757774,0.941012506757774,0.9437744421846324,0.9650234596815292,0.9685430937922952,0.17906585788044327,0.1927253363484686,0.6114237608642064,0.195850907401605 -1290,2018-07-17,1.140929301694311,1.140929301694311,1.0941474070725579,1.0012571993355863,0.9224531373407125,-0.007742597854705967,0.1691386096977762,0.151818244451923,0.6790431354727063 -1291,2018-07-18,1.1593489612596404,1.1593489612596404,1.106077314170334,1.1260620978164564,1.1797633397512275,-0.31935500061291233,0.0980860711008842,0.552546716827367,0.3493672276714018 -1292,2018-07-19,1.1018670846908403,1.1018670846908403,1.0753114916424038,1.0899896161113447,1.0419695480627125,-0.2532395702609343,0.3472651571035385,0.3956815459299833,0.2570532726123929 -1293,2018-07-20,0.9962714854537622,0.9962714854537622,1.070602849597601,1.0529505081865522,1.1198457597751215,-0.4242857076641451,0.1417224491015076,0.2090781938284635,0.649199341237545 -1294,2018-07-23,0.8314476741843457,0.8314476741843457,0.7921449412507968,0.7493916340365967,0.8116780036537478,0.8999988672354714,0.0755815889065464,0.4972943736240268,0.4271240246792634 -1295,2018-07-24,0.7398259387669741,0.7398259387669741,0.8269915868842227,0.7443990879372442,0.8526820683223056,0.5815500699269575,0.1212820226157253,0.5987442399121143,0.2799737260422923 -1296,2018-07-25,0.9194172788027135,0.9194172788027135,0.8568147828358964,0.7758020001778938,0.7306229390620247,0.010245523354076792,0.2597277397289872,0.3766278363764286,0.3636444061994552 -1297,2018-07-26,0.8862300904710604,0.8862300904710604,0.8737672414481279,0.9229918056573844,0.8595163064536291,-0.5450468698700768,0.0,0.0,0.0 -1298,2018-07-27,0.7358562511289953,0.7358562511289953,0.8265204981379186,0.7893292384094351,0.8976598127666217,-0.3013895916783831,0.1271969478577375,0.5881474554538727,0.2846556186676025 -1299,2018-07-30,0.6245446287904011,0.6245446287904011,0.6445967125061061,0.6410120094983163,0.7172727573231238,-0.0491016492703542,0.2060930090239988,0.3045106064170025,0.489396383985877 -1300,2018-07-31,0.7510998880029658,0.7510998880029658,0.6794433581395312,0.6883578040457116,0.6592626709571922,-0.4436592776023922,0.3718436112006505,0.1172233863423268,0.5109329856932163 -1301,2018-08-01,0.7939732413757408,0.7939732413757408,0.7529035630422234,0.7516460201628548,0.7504890644085029,0.7038783790563816,0.2670410651092728,0.2660490602526503,0.4669098651890332 -1302,2018-08-02,1.5672804776773435,1.5672804776773435,1.490487078405383,1.2373406795397808,1.2344354259759704,3.6759157387741555,0.3570916732864045,0.145345746346454,0.4975625879880858 -1303,2018-08-03,1.545525789850352,1.545525789850352,1.5691274631828303,1.5492734486099773,1.5422853422800593,1.5049630042520592,0.1327228844165802,0.3625540789216757,0.5047230443451554 -1304,2018-08-06,1.447393912083215,1.447393912083215,1.5688131046295284,1.5378397992927448,1.5049366628635117,0.34840857471464054,0.4125020517967641,0.2446150423493236,0.3428829191252589 -1305,2018-08-07,2.0441263711685083,2.0441263711685083,2.0786393572895774,1.494842440522914,1.4791898188375654,5.415857644787324,0.1601270548999309,0.1793163428951244,0.6605566055592844 -1306,2018-08-08,1.897563213894121,1.897563213894121,2.002981337015663,1.945269064991467,1.880491916726885,3.983939602200307,0.1332357266726784,0.1840674030976608,0.6826968709580027 -1307,2018-08-09,1.6134884050101543,1.6134884050101543,1.7576433476773656,1.600806420985991,1.8242301767092528,2.306093053996244,0.1026682362866562,0.2902701885968044,0.6070615664325856 -1308,2018-08-10,1.6617602246454741,1.6617602246454741,1.6476102195999778,1.6051543960265575,1.6406642683864412,1.026983192586866,0.1177613268701885,0.2400667572585054,0.6421719130415183 -1309,2018-08-13,1.676369202143126,1.676369202143126,1.697682597220717,1.653787950480532,1.7539821206116861,0.7798509364343846,0.1221599217827374,0.2221719471889795,0.6556681261530944 -1310,2018-08-14,1.5371103064667497,1.5371103064667497,1.6350529426465423,1.6228683513497235,1.7113888568567033,-0.009968400731550298,0.0990010536298519,0.1476802638413884,0.753318689763546 -1311,2018-08-15,1.3949929449379859,1.3949929449379859,1.4041556870796015,1.38195404373212,1.4485162302904682,0.4703734874560085,0.0459819653071463,0.4212241853028536,0.5327938502281904 -1312,2018-08-16,1.3435451026113054,1.3435451026113054,1.369466220722827,1.4090085201952025,1.4167299750296434,-0.2194664184459596,0.199733439195705,0.4478840416689452,0.3523825181550101 -1313,2018-08-17,0.8679694364760314,0.8679694364760314,1.126011688202451,0.9212202719039679,1.1559235346289902,2.709190497447603,0.0853855453972374,0.2910001819292384,0.6236142748666387 -1314,2018-08-20,0.9146539262181166,0.9146539262181166,0.8392349543680039,0.674347252704329,0.650521393922157,2.3557193732401713,0.1255349605702437,0.4791107141197874,0.3953543294292803 -1315,2018-08-21,1.128384670800799,1.128384670800799,1.0949324052885154,1.0093090390949344,0.951060539722225,1.394967460042293,0.1123044861480593,0.2682337097078562,0.6194617937505246 -1316,2018-08-22,1.1242564318941484,1.1242564318941484,1.0806484017101625,1.1006183578948407,1.1141241883575266,-0.24626690206510563,0.1056472975760698,0.1715157781062381,0.7228368946484157 -1317,2018-08-23,1.0998027380867004,1.0998027380867004,1.1346448722433937,1.1558547342526369,1.0866289979832808,-0.4276698365279186,0.2350024328782008,0.1021951247866337,0.6628024520782324 -1318,2018-08-24,1.142993648298451,1.142993648298451,1.0801777620475053,1.1767897019217382,1.1114223225573716,-0.7785063369219429,0.0990348913542488,0.2866873199887135,0.6142778094200527 -1319,2018-08-27,1.0866229935152423,1.0866229935152423,1.0580455726441664,1.0062492846979427,1.0685112189851027,1.373867757260779,0.0470353068397721,0.58792013375134,0.3650445586479292 -1320,2018-08-28,0.968959780095556,0.968959780095556,1.0021656452930134,1.0445766132663112,1.0750271625926795,0.1405458407464842,0.0839829310878283,0.6003372391892804,0.3156798135282265 -1321,2018-08-29,0.8601886124687466,0.8601886124687466,0.891818607745972,0.923797173928117,0.9456572628283794,0.09473518357714733,0.0207028101431205,0.6296907088253647,0.3496064855717122 -1322,2018-08-30,0.830653554936099,0.830653554936099,0.7780181169490945,0.8276565669778027,0.8183530945231989,0.042337966874291484,0.0584260374307632,0.4118243775123523,0.5297496053907607 -1323,2018-08-31,0.8069939803768976,0.8069939803768976,0.7891625767472646,0.8418283762681298,0.8142207221920297,-0.3759312757784147,0.0492934472858905,0.1303589810781619,0.8203475896049949 -1324,2018-09-04,0.6051718444065228,0.6051718444065228,0.6774027220449595,0.6711267010953899,0.7338013372348761,0.2998497323606285,0.1822464207070879,0.2265579597442411,0.5911956421332434 -1325,2018-09-05,0.47480544882465286,0.47480544882465286,0.4983045707236762,0.4968819584158181,0.5448316973117545,0.15683054138625346,0.2701676326936909,0.3326334791657115,0.397198889005397 -1326,2018-09-06,0.47814002278468537,0.47814002278468537,0.5672124146909212,0.5242584900397973,0.5408589269489215,0.10232108317782086,0.1566135247703641,0.4694469266881545,0.3739395483086506 -1327,2018-09-07,0.19692322545147606,0.19692322545147606,0.2090156629647069,0.09541140429913049,0.14829810609463692,3.511683283646999,0.0811190998945862,0.4772663943182963,0.4416144925575608 -1328,2018-09-10,0.5503894281198092,0.5503894281198092,0.48653184290255064,0.39736000264461524,0.3574517111815211,1.6473689638215894,0.3200231345370412,0.3325380420312285,0.3474388493224978 -1329,2018-09-11,0.45416289138651167,0.45416289138651167,0.4232743693890688,0.438425030449082,0.4561480223987256,0.4859768198681723,0.2175264267383941,0.3818675417985235,0.400606029267822 -1330,2018-09-12,0.6304196574622202,0.6304196574622202,0.5880889662156461,0.5205550860580138,0.4874577452868556,0.6779863864073762,0.1566963308801253,0.1916905933991074,0.6516130775213241 -1331,2018-09-13,0.6132702252527816,0.6132702252527816,0.6273307935078687,0.6257132375133594,0.5920343204770673,-0.15671240468350156,0.0392802180722355,0.368370287741224,0.5923494845628738 -1332,2018-09-14,0.7044158525625092,0.7044158525625092,0.6639037166825634,0.6472927762412456,0.603795757836004,-0.06011710228330829,0.2190904998117023,0.1279227822605106,0.6529867342776723 -1333,2018-09-17,0.6986993751593635,0.6986993751593635,0.7194697345640629,0.6732202900097011,0.6241388702616405,-0.03240812769402172,0.13708848901093,0.3465025858953595,0.5164089319109917 -1334,2018-09-18,0.5418149391659054,0.5418149391659054,0.7472527435048126,0.46982748195273294,0.7298281121655806,2.161574852921137,0.1443457613522942,0.3700790193334624,0.4855752156392948 -1335,2018-09-19,0.7650737518226715,0.7650737518226715,0.7058135499250163,0.5503472617571956,0.47267705701694035,0.28722170787567497,0.178523202581952,0.4115120597804586,0.4099647294109066 -1336,2018-09-20,0.7541169051240235,0.7541169051240235,0.7996792176061295,0.7569601606861043,0.8390140467661188,0.07247715480870401,0.556976483735655,0.2852511743881872,0.1577723734080791 -1337,2018-09-21,0.7663439791785622,0.7663439791785622,0.7149178227122632,0.7898125515192763,0.7458801597046364,-0.44965531800531977,0.3440330425898234,0.3080837816620866,0.3478831897179286 -1338,2018-09-24,0.7755535818104122,0.7755535818104122,0.7529035630422234,0.7609865413027748,0.7582768219916818,-0.49678328708136044,0.0624366179108619,0.0852189933260281,0.8523443738619486 -1339,2018-09-25,0.7963551448188547,0.7963551448188547,0.7780181169490945,0.8080098199522792,0.7824344669312024,-0.5788427339593051,0.1746361977420747,0.1517342685256153,0.6736295446753502 -1340,2018-09-26,0.9327555746428434,0.9327555746428434,0.9238396190688679,0.8822488330138115,0.8127902156610144,0.1846303650725541,0.392666095495224,0.1976126371882856,0.4097212344408035 -1341,2018-09-27,0.9000449487204647,0.9000449487204647,0.9406348984044497,0.9756517407280275,0.9874561543933789,0.33587139932670107,0.0503567838110029,0.6043051495083741,0.3453380671995026 -1342,2018-09-28,0.22121791368862292,0.22121791368862292,0.3604879846218911,0.22923476875902737,0.3097721009370502,6.045873420305537,0.0943948970608679,0.4753600561858287,0.4302450453064271 -1343,2018-10-01,0.9505401205302257,0.9505401205302257,0.8853827899926037,0.8812826675311295,0.8741378474616713,3.349449508654151,0.2731027548702863,0.1228349471751314,0.6040623049036815 -1344,2018-10-02,0.7968317072281291,0.7968317072281291,0.9701446339701175,0.8506851235612142,1.0041438815670058,1.0704771977823444,0.2419183492445601,0.3165427833222426,0.4415388603766377 -1345,2018-10-03,0.6980642614814173,0.6980642614814173,0.7780181169490945,0.7286174635794448,0.8353586615141093,0.2191075973893877,0.1984857790368168,0.4380928232383571,0.3634214002246919 -1346,2018-10-04,0.49211388660439104,0.49211388660439104,0.6116339727742497,0.5047730009632159,0.686280874252279,0.6322892906093068,0.2746415615081787,0.3396841773142417,0.3856742568314075 -1347,2018-10-05,0.17643921928200668,0.17643921928200668,0.31151451468676206,0.2202163027800013,0.37954316995545706,2.478865324242722,0.0840386028626355,0.5278128275711989,0.3881485557247852 -1348,2018-10-08,-0.0044223481096251575,-0.0044223481096251575,0.19975510906810454,0.04307352438938046,0.2185457074857402,1.4632178441741013,0.1667401830976208,0.3816950536953906,0.4515647478401661 -1349,2018-10-09,0.18993652069243794,0.18993652069243794,0.18421501852748928,0.11232045208855816,0.07121626657220938,1.142497819440236,0.2174732606858015,0.3643080634996295,0.418218670785427 -1350,2018-10-10,0.09593288183195234,0.09593288183195234,0.16443737468837544,0.02326551941490976,0.21997621401675457,1.313907353231503,0.1467616575268598,0.3805725964932487,0.4726657557945985 -1351,2018-10-11,0.02209523800033355,0.02209523800033355,0.1132665384656727,0.04355637676222297,0.10745273398149026,0.25833169502520564,0.174198070827585,0.2832572127047639,0.542544721554105 -1352,2018-10-12,0.1261030530425461,0.1261030530425461,0.10918526627652948,0.09154628163140545,0.1626018072853932,0.038862988913503906,0.2739007361233234,0.1263125942088663,0.5997866697609424 -1353,2018-10-15,0.13896478647340169,0.13896478647340169,0.1294339988619474,0.13228925427497737,0.13176907147642217,-0.18857772546118112,0.466998279094696,0.0097544366493821,0.5232473611831665 -1354,2018-10-16,0.408907634570621,0.408907634570621,0.3507563419789847,0.25628970595910866,0.23729962082495093,0.5669233653076947,0.2408408187329769,0.2840672489255667,0.4750919391711553 -1355,2018-10-17,0.33252999032884667,0.33252999032884667,0.43426209899423684,0.31361921049421726,0.5027154206359298,0.3691221688338449,0.2203414492647756,0.1727128079669042,0.6069457507268949 -1356,2018-10-18,0.2075620610095198,0.2075620610095198,0.25061203582115293,0.26852826281007774,0.29435618773902716,-0.36546091734754493,0.2890071796460284,0.0946263991192811,0.6163664327727424 -1357,2018-10-19,0.1454749288231654,0.1454749288231654,0.2295783050197783,0.1155410036974982,0.26415913156462645,0.5326505434591428,0.1099703479558229,0.3718779511483652,0.5181517354877931 -1358,2018-10-22,0.16056046873009172,0.16056046873009172,0.10714463018195788,0.10088634203432856,0.15751637020883094,-0.3247832341595021,0.1609754305100068,0.3680198907386511,0.4710046518594026 -1359,2018-10-23,0.6875839771920462,0.6875839771920462,0.6733214498558163,0.2540348590958536,0.20821523136427944,2.7249073912310346,0.4595305501134135,0.3313365895301103,0.2091328836977481 -1360,2018-10-24,0.5980265883788128,0.5980265883788128,0.7755063921082188,0.634570906280437,0.7991221941048284,2.9589573774134923,0.344056025429657,0.2675998846464085,0.3883440808364839 -1361,2018-10-25,1.0165969403545598,1.0165969403545598,1.035442294494525,0.8806385572093415,1.056114556698058,3.1366582111729824,0.4296957389451563,0.1779594014112193,0.392344850473679 -1362,2018-10-26,1.2712956972761809,1.2712956972761809,1.332108299332174,0.9714645628994084,0.9135527130438036,4.632216046218345,0.0342525139197029,0.4982978003099561,0.4674496848813512 -1363,2018-10-29,1.3340179431404808,1.3340179431404808,1.4460655203220545,1.2911275773050561,1.3779503343756172,1.6933613191849544,0.739073783159256,0.0299919380806386,0.2309342786669731 -1364,2018-10-30,1.255416946724266,1.255416946724266,1.300715106948585,1.2228468150885596,1.2336410537859899,0.47614240511640094,0.1293629441643133,0.2644051293609664,0.6062319069169462 -1365,2018-10-31,1.3732391657142535,1.3732391657142535,1.3650710390640304,1.3329979733802546,1.299597135584049,0.13491319673161287,0.0507076364010572,0.0904625011608004,0.8588298559188843 -1366,2018-11-01,1.4837566688046002,1.4837566688046002,1.4567393404575688,1.4236627211213762,1.3905061439245365,0.2202659233763169,0.3494197793982245,0.0929202552122825,0.5576599727977406 -1367,2018-11-02,1.5175789708141996,1.5175789708141996,1.478086980728598,1.523185137629575,1.4776006197511395,0.1766356445353173,0.2401588888695607,0.0753610168512051,0.684480109037115 -1368,2018-11-05,1.4380253038810655,1.4380253038810655,1.3958368615919599,1.3497457632207368,1.426106931699247,0.18185946761362543,0.0339217036962509,0.9119364619255066,0.0541418343782424 -1369,2018-11-06,1.4326263833168913,1.4326263833168913,1.4718078931682326,1.4455643150101563,1.4033797932907408,-0.06073033368815316,0.1164656486362218,0.1875300955337782,0.6960042460511128 -1370,2018-11-07,1.5453672385816803,1.5453672385816803,1.5091662636425331,1.5214136038761588,1.4712433686989734,0.07817793564633592,0.0625293254852294,0.0294720195233821,0.9079986214637756 -1371,2018-11-08,1.5968150809083614,1.5968150809083614,1.6096244792700176,1.6444478900776096,1.5532519527425528,0.01372050131486437,0.1223072681043829,0.0795189495963443,0.7981737981151257 -1372,2018-11-09,1.582682665819984,1.582682665819984,1.5534306424492113,1.5927541204896467,1.5611984028811445,-0.4386852895408727,0.1031747460365295,0.0895925627734798,0.8072326871064993 -1373,2018-11-12,1.2773297315182996,1.2773297315182996,1.4871908044321973,1.3529667755666739,1.5511857665769682,-0.020166211871377897,0.6199691891670227,0.0131892152130603,0.366841584444046 -1374,2018-11-13,1.3956285129175616,1.3956285129175616,1.4074519610527871,1.3829202092148012,1.3094510793328134,-0.3592377542020822,0.0631935223937034,0.1401885902243001,0.7966178698199136 -1375,2018-11-14,1.4793104187573471,1.4793104187573471,1.4452809711897436,1.4626346207485295,1.4610715851329248,-0.45197196997917816,0.0307783434788386,0.5241089258342981,0.4451126977801323 -1376,2018-11-15,1.5498134886289343,1.5498134886289343,1.468354889002044,1.4930709067694994,1.4551913211599186,-0.5461370590342455,0.5968873954067627,0.317023179338624,0.0860894421736399 -1377,2018-11-16,1.6430230082411714,1.6430230082411714,1.580114743704349,1.5909825867362313,1.5006455979769309,0.03995317807767256,0.2072073081508278,0.5069095557555556,0.2858831385771433 -1378,2018-11-19,1.6296847124010416,1.6296847124010416,1.75356252457187,1.7159492039030446,1.6778542552475775,0.608373265820357,0.2875282779335976,0.0396281365305185,0.6728435397148133 -1379,2018-11-20,1.5347284030236366,1.5347284030236366,1.4875047139018507,1.404660545154636,1.4459730570457245,0.22131068799197853,0.6260643005371094,0.0084089152514934,0.3655267357826233 -1380,2018-11-21,1.3870535696620283,1.3870535696620283,1.539303818147508,1.466660540628203,1.6088780131256146,-0.5322598594653487,0.0468038134276866,0.0172158628702163,0.9359803795814514 -1381,2018-11-23,1.1907893598261265,1.1907893598261265,1.2944364684718672,1.2758288053200977,1.328364139933898,-0.6422326914008615,0.0,0.0,0.0 -1382,2018-11-26,1.5110688284644351,1.5110688284644351,1.4313108770810443,1.2669720580270147,1.1797633397512275,0.21844894143603583,0.1191315299365669,0.4183149016462266,0.4625535607337951 -1383,2018-11-27,1.4780401914014547,1.4780401914014547,1.44292642562552,1.436062996658287,1.4189548537506376,-0.1526241953178691,0.0360164723048607,0.7876248310009638,0.1763586932793259 -1384,2018-11-28,1.540762437265757,1.540762437265757,1.4636457978735946,1.5441201052986764,1.5133601000812615,-0.6592668970909966,0.15086432586291,0.1820853474949087,0.6670503469982317 -1385,2018-11-29,1.434373173082059,1.434373173082059,1.4514028794734601,1.5012840044777935,1.5294121476203182,-0.8970416962510304,0.264828885346651,0.019830877892673,0.7153401911258698 -1386,2018-11-30,1.582206557712338,1.582206557712338,1.5157588115889045,1.480509834020639,1.4472448710213275,-0.3182420991744902,0.2800215788185596,0.3713338216766715,0.34864462018013 -1387,2018-12-03,1.7093969306028483,1.7093969306028483,1.741789796750746,1.7017778553497145,1.7360230341689205,0.28985633168908254,0.3547775919238726,0.2746745360394318,0.3705478558937708 -1388,2018-12-04,1.7286107094164254,1.7286107094164254,1.783856809269848,1.7017778553497145,1.6732453505437117,0.3251512058790426,0.4079968724399805,0.0235216664150357,0.5684814751148224 -1389,2018-12-06,1.7819643470785747,1.7819643470785747,1.763451346491427,1.6818090531632943,1.6726092162026789,0.1844713791527795,0.4705771403387189,0.0159977254224941,0.5134250996634364 -1390,2018-12-07,1.7011404527895464,1.7011404527895464,1.9535372274178775,1.792764658251729,1.8790614101958707,1.0177165846914324,0.2203065063804388,0.1329916512374492,0.6467018394785768 -1391,2018-12-10,1.8151510811085976,1.8151510811085976,1.741475887281091,1.7198138658337727,1.7360230341689205,-0.09466247142290245,0.2529840469360351,0.0531491665169596,0.6938668042421341 -1392,2018-12-11,1.8407164510032672,1.8407164510032672,1.8386378289353897,1.8343129991660352,1.8935242586485024,-0.16386677107335834,0.0598619753228766,0.2563929496599095,0.6837450936436653 -1393,2018-12-12,1.838175996291482,1.838175996291482,1.8345570058298941,1.9137053555388697,1.8857365010653202,-0.4549927024548955,0.2905839625746012,0.0442848056554794,0.6651312410831451 -1394,2018-12-13,1.99998279043984,1.99998279043984,1.921359036818332,1.9393108141464293,1.8973383364559224,0.07622468006053375,0.270393275655806,0.194272463209927,0.5353342704474926 -1395,2018-12-14,1.8240435812031055,1.8240435812031055,1.9281087640413554,1.900339375256273,1.97442017597835,-0.15732563608834643,0.2656217597170986,0.364768760278821,0.3696094856343486 -1396,2018-12-17,1.5494959317899604,1.5494959317899604,1.7370807056222943,1.571013784549812,1.7678092894297477,0.1462011970356091,0.1062562018632888,0.4064083993434906,0.4873354136943817 -1397,2018-12-18,1.3686339100967,1.3686339100967,1.514973813372947,1.406914931280894,1.5856738876379513,0.015832742820441132,0.2650538524612784,0.3745235446840524,0.3604225879535079 -1398,2018-12-19,1.3041653287688626,1.3041653287688626,1.443711423841476,1.3433046600028584,1.3800165205412018,0.2825202671051976,0.0297868803143501,0.2996570140123367,0.6705561280250549 -1399,2018-12-20,1.0248538724694904,1.0248538724694904,1.1812637966142967,1.0555269494737043,1.2123439672020346,0.4636960788254755,0.1797368675470352,0.028334766626358,0.7919283509254456 -1400,2018-12-21,1.094562823092829,1.094562823092829,1.0742130330404411,1.064706212664679,1.0589751150536235,0.22405887317665368,0.0860219712679584,0.0646908081447084,0.849287211894989 -1401,2018-12-24,0.7074328696835686,0.7074328696835686,0.9334145315187714,0.7870748522831771,0.9969918036183981,-0.3339589929579216,0.0367292668670415,0.6916458656390508,0.2716249159226815 -1402,2018-12-26,1.1949175987327771,1.1949175987327771,1.1291512319826336,0.7691996390110674,0.7824344669312024,0.25728693040954403,0.5624266788363457,0.0180438486859202,0.4195294864475727 -1403,2018-12-27,1.0367629353834258,1.0367629353834258,1.0538075702620202,0.8885295997567401,1.0977543010011857,0.35086150033402,0.067513537282745,0.1178492282827695,0.8146372437477112 -1404,2018-12-28,1.3184562951259102,1.3184562951259102,1.2746588246327535,1.1608468196149924,1.1495662835768259,0.6606342088776918,0.1569106042385101,0.0666085728444159,0.7764808245003223 -1405,2018-12-31,1.3014658684867746,1.3014658684867746,1.3212777490036565,1.271158775118636,1.383036226158642,-0.16534306889983671,0.1095553287304937,0.2238168292678892,0.6666278410702944 -1406,2019-01-02,0.9413305178983775,0.9413305178983775,0.9433033534383283,0.8450489278770706,0.879382886506569,1.0511944769411115,0.1550298222778912,0.6670031375525629,0.1779670608503853 -1407,2019-01-03,0.7863514229387573,0.7863514229387573,0.8533617786697086,0.8221811685056076,0.8936865876973261,-0.014783402873295179,0.1617299009812995,0.6767813175101765,0.1614887893665582 -1408,2019-01-04,1.0615341860298477,1.0615341860298477,0.9883527304609638,0.9083371439942138,0.8777932327136834,0.08262954140002458,0.1830092492428693,0.322592030364004,0.4943987405435605 -1409,2019-01-07,1.3357647329056486,1.3357647329056486,1.2825070104577387,1.1502180778314963,1.127633517358303,0.11831052425229442,0.3557894069113229,0.1474850695629261,0.4967255239423953 -1410,2019-01-08,1.341957318416439,1.341957318416439,1.3966214107242698,1.2995014722252962,1.4493106024804496,-0.004948988121523796,0.5239825390279294,0.0244869482703506,0.4515304997563362 -1411,2019-01-09,1.392452490226201,1.392452490226201,1.3886160456226355,1.3711640439996766,1.346641066193949,-0.3628035812598838,0.2490836977112022,0.3848875353790142,0.3660287603058598 -1412,2019-01-10,1.494713061201617,1.494713061201617,1.4182825113813047,1.3763173873109804,1.3291585121238796,-0.22119255128922663,0.1886787462979555,0.294433407112956,0.5168878942728042 -1413,2019-01-11,1.5310762722246318,1.5310762722246318,1.4656864339681652,1.4887229317289317,1.4513767886460336,-0.4522445172702203,0.2090383759803242,0.0108140751512514,0.780147522687912 -1414,2019-01-14,1.3268722328111422,1.3268722328111422,1.372919224889014,1.4119070166432504,1.4559856933498994,-0.40495756227440505,0.1578099667094648,0.1318795253755524,0.7103105150163174 -1415,2019-01-15,1.4861385722477143,1.4861385722477143,1.4718078931682326,1.4199588564025964,1.3386941613488945,-0.2211471267407196,0.7342473268508911,0.0106023978441953,0.2551503181457519 -1416,2019-01-16,1.511862493411054,1.511862493411054,1.5220374500656224,1.5648942757558308,1.4941291996628918,-0.5311469580269265,0.122232049703598,0.0138670103624463,0.8639009296894073 -1417,2019-01-17,1.531869937171249,1.531869937171249,1.5141888151569893,1.5753617595903797,1.5168567927778607,-0.7616765417000894,0.1359289727277225,0.4788744145383437,0.3851965661678049 -1418,2019-01-18,0.8165215941493519,0.8165215941493519,1.1316625077398617,0.8600256447011343,1.1479766297839376,3.8884572012385354,0.0718920646125779,0.7708402781144661,0.1572676697636351 -1419,2019-01-22,0.7634855133261748,0.7634855133261748,0.8313863194593718,0.7919061404335841,0.859039319374471,1.1438832681697002,0.1299975682049989,0.1307830079458654,0.7392194122076035 -1420,2019-01-23,0.5835766164514623,0.5835766164514623,0.6194821585992358,0.5695106956728814,0.6632358960264877,1.2491092347862287,0.1438000902999192,0.6223418799927458,0.2338579990901053 -1421,2019-01-24,0.6458222999064885,0.6458222999064885,0.6066109721761459,0.5307005147316705,0.5127280569401054,0.22301410856099205,0.0322973786387592,0.693518215790391,0.2741844081319868 -1422,2019-01-25,0.7336333532561835,0.7336333532561835,0.6825824528360662,0.6960875886441646,0.6932738049390162,0.04981030510369745,0.0567370988428592,0.0782157033681869,0.8650471568107605 -1423,2019-01-28,0.7231530689668116,0.7231530689668116,0.665944352777135,0.6671003204787194,0.6697518396340643,-0.1378612170530853,0.1375863602651017,0.6487380053315844,0.2136756527636732 -1424,2019-01-29,0.7403025011762485,0.7403025011762485,0.6832102717753733,0.7323213282982235,0.7072601210189499,-0.547045550004386,0.4477920243516564,0.3226076839491725,0.2296003056690096 -1425,2019-01-30,0.9198938412119879,0.9198938412119879,0.84708314019299,0.8400563817777181,0.7895865448798117,0.9584602611640154,0.2134440359414408,0.1757957694659891,0.6107601993962338 -1426,2019-01-31,0.8921055734445072,0.8921055734445072,0.8872662468105248,0.7677501604185458,0.798327821914846,1.258012446293606,0.1301700148070531,0.3845578951220358,0.4852720824100317 -1427,2019-02-01,0.9745172519284003,0.9745172519284003,0.9585290854256416,0.9207374195311254,0.8685754233059502,0.057487053801385045,0.1506729903630912,0.2666599495957295,0.5826670651634535 -1428,2019-02-04,0.9853150930567461,0.9853150930567461,0.945971808472207,0.894649108550724,0.9887275136625194,0.07309038621354888,0.1399621222168207,0.163826788496226,0.6962110970169306 -1429,2019-02-05,1.119651176276594,1.119651176276594,1.0580455726441664,1.0616469190046836,0.9809397560793407,-0.06529550081310939,0.0245065130293369,0.6731868681187431,0.3023066064342856 -1430,2019-02-06,1.0540713731631657,1.0540713731631657,1.0862992212475733,1.1159166691428015,1.0937810759318893,-0.4523807909157414,0.2745721611593451,0.6426182727196387,0.082809565854924 -1431,2019-02-07,0.8998863974517929,0.8998863974517929,0.9365536262153065,0.9126855797717783,0.9938134054455467,-0.11576217420441658,0.1064751531100935,0.5963637796748016,0.2971610493130154 -1432,2019-02-08,0.8727332433622602,0.8727332433622602,0.8227535845020774,0.8402176397266653,0.890984721897172,-0.2693879972551825,0.4960252270102501,0.0112027295399457,0.4927720725536346 -1433,2019-02-11,0.9845214281101272,0.9845214281101272,0.9977704636342166,1.0334650191099726,0.9667947474439957,0.02257828827373467,0.3003833343346531,0.2803158169039167,0.4193008756981446 -1434,2019-02-12,0.9681656608473085,0.9681656608473085,0.9913350949644959,1.0192932098196454,1.039903361897127,-0.3435662849671578,0.200675668567419,0.14403055626899,0.6552937954664231 -1435,2019-02-13,0.9103662274395353,0.9103662274395353,0.9059454320476752,0.9540722020001413,0.9787148773583438,-0.4289644361603689,0.0996273126453161,0.1662712853401899,0.73410137090832 -1436,2019-02-14,0.8404987255475247,0.8404987255475247,0.8120793152829153,0.8804777599973922,0.8361530337040918,-0.41551876980228886,0.310084062628448,0.1692326742534836,0.5206832351783911 -1437,2019-02-15,0.9057614261236103,0.9057614261236103,0.8313863194593718,0.9271789834860034,0.8539534275914462,-0.7098471318535714,0.0863499119877815,0.0525583509355783,0.8610917448997497 -1438,2019-02-19,0.8701923343488458,0.8701923343488458,0.8869523373408713,0.9524623869326674,0.8866932023041281,-0.6500002891955631,0.1433168505318462,0.2710835665930062,0.5855995817109942 -1439,2019-02-20,0.8212854010355772,0.8212854010355772,0.8047022182042332,0.8482694794860107,0.8525233757668944,0.025394610281170352,0.1240503184136844,0.31667901560544,0.5592706688349286 -1440,2019-02-21,0.6413760498592354,0.6413760498592354,0.7566704766780655,0.7113863606291214,0.8112010165745888,0.4267432086150089,0.1382448410408364,0.5990053180398213,0.2627498221894105 -1441,2019-02-22,0.6966350285552235,0.6966350285552235,0.6508753509828247,0.7371526164486306,0.6948634587319019,-0.29291791338182255,0.2947154922617806,0.276825293381181,0.4284592266711924 -1442,2019-02-25,0.7611036098830616,0.7611036098830616,0.7513335666103083,0.8160616597116254,0.7492177051393607,-0.09170987576994569,0.023012222101291,0.6291652135550976,0.3478225953876972 -1443,2019-02-26,0.7466536379557093,0.7466536379557093,0.7373639215852549,0.6835265158953046,0.6587856838780332,0.35254220862878,0.0569598716373244,0.6114065875299275,0.3316335404912631 -1444,2019-02-27,1.0146915993207226,1.0146915993207226,0.9616681801221767,0.8732308277717824,0.8107244842018922,0.9433793110596824,0.2008173567786192,0.3467097180740286,0.4524729285233964 -1445,2019-02-28,1.0963091585563658,1.0963091585563658,1.0197454737609035,1.038457104472328,1.0831327599931433,0.7927515082103803,0.1225356353074312,0.3091419947147369,0.5683223769813776 -1446,2019-03-01,0.697905255911116,0.697905255911116,0.8177301348203261,0.7339316041026935,0.8927330682454707,3.606961274140488,0.1056330969453685,0.3964533388407694,0.4979135546005434 -1447,2019-03-04,0.5481665302469972,0.5481665302469972,0.6901167291913981,0.5870638537840988,0.7525552505740851,2.2863333753956874,0.2857154012890532,0.1346149694290943,0.5796696258476004 -1448,2019-03-05,0.4081139696240029,0.4081139696240029,0.4546675617726577,0.38286613819339493,0.496357714877302,2.6651513976700403,0.1238678411540129,0.2758497089633475,0.6002824597222649 -1449,2019-03-06,0.4033501627377767,0.4033501627377767,0.41558291375708645,0.45195226868062416,0.40862755941612855,0.7506883762928731,0.0987792366112654,0.2995387087934292,0.6016820547385857 -1450,2019-03-07,0.408907634570621,0.408907634570621,0.4656552913778257,0.4496974218173691,0.44613538609455,0.5478677672089969,0.3386604701434927,0.3156192343282912,0.3457202892750501 -1451,2019-03-08,0.5287942001647485,0.5287942001647485,0.47962538548652583,0.47610824869566326,0.41546179754745277,0.4063930108838607,0.471812652113537,0.1317327894115199,0.3964545466005802 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-1477,2019-04-15,0.24678328358329168,0.24678328358329168,0.21733493753599625,0.19815437241626954,0.2838665643556926,0.6832556340341913,0.3497892250306904,0.2940771505236625,0.3561335913836956 -1478,2019-04-16,0.35761879781424105,0.35761879781424105,0.3133979715046823,0.29622731033194705,0.23809444772139501,0.05510226500476612,0.0624927381674448,0.1511197142923871,0.7863875205318133 -1479,2019-04-17,0.3237964958046417,0.3237964958046417,0.31010169753149747,0.3577439926956747,0.3811328237483444,-0.43239398957264946,0.1396976126624005,0.2883040629593389,0.5719983205199242 -1480,2019-04-18,0.356030559317746,0.356030559317746,0.31088669574745587,0.3772299425092514,0.3251889235479982,-0.2620973572198046,0.0980234996726115,0.6247742343693972,0.2772022498150666 -1481,2019-04-22,0.18914240144419042,0.18914240144419042,0.2298922144894318,0.2601543678898367,0.2897468283286989,1.1621439366695252,0.0990409432383983,0.2570163665096397,0.6439426962448203 -1482,2019-04-23,0.20740305543921853,0.20740305543921853,0.16585019184364,0.15177474335155708,0.14909247828461852,0.8888698528512498,0.1516798467792827,0.2549980427138507,0.5933221208638159 -1483,2019-04-24,0.12419725770707793,0.12419725770707793,0.1614550101848433,0.18800894374261293,0.2078973915469943,0.8397204913666464,0.1823485077908024,0.3123154706345536,0.5053360245835322 -1484,2019-04-25,-0.050947832281408284,-0.050947832281408284,0.06225243243597293,-0.004111012209068524,0.06724304150291388,3.365756921568174,0.2693142616906418,0.4082552074956206,0.3224305213930515 -1485,2019-04-26,-0.24927661587226527,-0.24927661587226527,-0.13112972246366408,-0.2447037254027754,-0.06784888438544533,3.4818847798263888,0.2840690104614781,0.2274720799177885,0.4884589063408582 -1486,2019-04-29,-0.1487626075112008,-0.1487626075112008,-0.17351064445242095,-0.22795570519379432,-0.23695171690239572,2.1995043509245047,0.4754816440399736,0.2205680876504629,0.303950271802023 -1487,2019-04-30,-0.19290596108905608,-0.19290596108905608,-0.1699004610095818,-0.15017362462543002,-0.13841432559383376,0.5528871798190234,0.3086390880867838,0.1996789053082466,0.4916820064187049 -1488,2019-05-01,-0.26721971302831937,-0.26721971302831937,-0.2359831197499452,-0.23874524418923934,-0.18943125391979904,0.8344739560140848,0.2290098692756146,0.346077648573555,0.4249124834313988 -1489,2019-05-02,-0.10700093022564393,-0.10700093022564393,-0.12406653485463633,-0.1385789477277504,-0.08342394484534216,2.527651289339269,0.2508525887969881,0.1668341929991064,0.5823132029867598 -1490,2019-05-03,0.0665568298696061,0.0665568298696061,0.024737331768669237,-0.04565889238637696,-0.10980646850585872,3.787614703552935,0.2892738337485263,0.1500025074928999,0.5607236549258232 -1491,2019-05-06,0.0714791880245042,0.0714791880245042,0.05204970104676249,0.03502168463003337,-0.011904984185098307,0.8638863511723849,0.2604602672159671,0.0456486003473401,0.6938911557197571 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-1512,2019-06-05,-0.8614117174018273,-0.8614117174018273,-0.843755863196603,-0.8772659047297989,-0.8278589069961759,1.47187122066469,0.5539667109648386,0.0626610592007637,0.3833721751968066 -1513,2019-06-06,-0.7127844406741145,-0.7127844406741145,-0.6911848583956312,-0.7170319437601073,-0.7363144463743496,3.0007252497657038,0.8590626120567322,0.1118707880377769,0.0290666464716196 -1514,2019-06-07,-0.7358089015553688,-0.7358089015553688,-0.6936963586946829,-0.6896551817676301,-0.7274140220774411,2.0380200809820233,0.4337228188912074,0.0610388189864655,0.5052383287499348 -1515,2019-06-10,-0.6027428185405983,-0.6027428185405983,-0.597946785112002,-0.6009225346233751,-0.6439749315028479,0.8073555005553895,0.007036056369543,0.9685587882995604,0.0244051720947027 -1516,2019-06-11,-0.5357335553501601,-0.5357335553501601,-0.5357882192841309,-0.5286160828957038,-0.5026851291774285,1.0500361509541822,0.1537721455097198,0.0400203529279679,0.806207463145256 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LSTM data/processed_normalised_PAPER_TSLA_data_probabilities_LSTM.csv b/Data/TESLA data/4. LSTM data/processed_normalised_PAPER_TSLA_data_probabilities_LSTM.csv deleted file mode 100644 index 0e7c058..0000000 --- a/Data/TESLA data/4. 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-447,2015-03-12,-0.949063765181221,-0.949063765181221,-0.9509638060471092,-0.9110842306771532,-0.9062118784345132,-0.6543383335779842,0.0414127521216869,0.871567964553833,0.0870192572474479,-0.8888289307250123 -448,2015-03-13,-0.9870145332482853,-0.9870145332482853,-0.9933447280358662,-0.9502166971477564,-0.9824988910604958,-0.3624856094203346,0.0896230041980743,0.0136021608486771,0.8967748880386353,-0.9053766844868824 -449,2015-03-16,-0.8755439053393901,-0.8755439053393901,-0.9280466184278128,-0.9102790927749184,-0.9340249086260438,-0.3183102359972507,0.0668576806783676,0.0119102913886308,0.921232044696808,-0.9436536102437987 -450,2015-03-17,-0.8909465477836601,-0.8909465477836601,-0.8840963736326121,-0.8436088367313906,-0.8795112876034799,-0.485177314937815,0.2274803221225738,0.01043361146003,0.7620860934257507,-0.8863293296225753 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-456,2015-03-25,-0.8977747012740264,-0.8977747012740264,-0.8859798304505331,-0.8635774085493109,-0.8343748506037526,-0.2952345653556809,0.0107385935261845,0.9600311517715454,0.029230274260044,-0.7629979184088558 -457,2015-03-26,-0.9595438223197786,-0.9595438223197786,-0.945626895979352,-0.9118893685793878,-0.9035100126343584,-0.6591760479939826,0.0,0.0,0.0,-0.8454484069222848 -458,2015-03-27,-1.0454493074848192,-1.0454493074848192,-1.0319582873051334,-1.0455519358273362,-0.9805918521567856,0.357629758061567,0.0,0.0,0.0,-0.900865556673056 -459,2015-03-30,-0.9570031404571788,-0.9570031404571788,-0.9854963176690564,-1.039110371872459,-1.0317677003913928,0.6948161816292298,0.2162261931225657,0.2665351134104033,0.5172387013832728,-1.0142166778238568 -460,2015-03-31,-0.9855853003220916,-0.9855853003220916,-0.961794580917451,-0.932663308668042,-0.9097083437778806,-0.4550835515519095,0.0770573592079537,0.1678570952000362,0.7550855417336736,-0.9985738071901091 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-465,2015-04-08,-0.6854722810142784,-0.6854722810142784,-0.6927544057438991,-0.6514888807797091,-0.6765560136601184,-0.1651613707058086,0.3117234706878662,0.2455257163383066,0.4427508078515529,-0.7159481668131924 -466,2015-04-09,-0.6470454048395692,-0.6470454048395692,-0.7010736803151885,-0.6474629609000356,-0.672900628408108,-0.7336268829970001,0.055643193423748,0.0350401289761066,0.9093166589736938,-0.6541029861647216 -467,2015-04-10,-0.6341832171070841,-0.6341832171070841,-0.6809821270064211,-0.6010835622038221,-0.6503324099082444,-0.6728715493688513,0.0,0.0,0.0,-0.6279073167695829 -468,2015-04-13,-0.6519677629944672,-0.6519677629944672,-0.6597916660120426,-0.6002781939330886,-0.640955453238639,-0.7431660381834758,0.0,0.0,0.0,-0.6138967037104869 -469,2015-04-14,-0.6888070821251256,-0.6888070821251256,-0.7148868196890619,-0.6574473619932452,-0.6706755223338808,-0.9094653102677024,0.0,0.0,0.0,-0.6214201758980195 -470,2015-04-15,-0.6829318263024938,-0.6829318263024938,-0.7133170477989705,-0.6397331763015826,-0.6883169963125931,-1.1533042866534242,0.2240309566259384,0.0221229847520589,0.7538461089134216,-0.6597719425089409 -471,2015-04-16,-0.7008751506093636,-0.7008751506093636,-0.7199095957453422,-0.6447250312954396,-0.6845024637987089,-1.2199193870389795,0.0,0.0,0.0,-0.6662340569802797 -472,2015-04-17,-0.6994459176831698,-0.6994459176831698,-0.7558549245225541,-0.6896551817676301,-0.7275729419860832,-1.0357682673914914,0.0,0.0,0.0,-0.6786147363447451 -473,2015-04-20,-0.7235820546516452,-0.7235820546516452,-0.74062919253524,-0.6840187557149885,-0.6991244595132133,-1.01546349420885,0.0825751814991235,0.0198877598159015,0.8975370228290558,-0.6946933046890702 -474,2015-04-21,-0.6578430188170995,-0.6578430188170995,-0.6951089513081242,-0.6766107959089309,-0.7146995199731101,-0.8171399154271696,0.0,0.0,0.0,-0.7044802360169201 -475,2015-04-22,-0.4985769065313429,-0.4985769065313429,-0.5204057571038138,-0.5577639179045992,-0.6082154511727264,0.1891273953747498,0.4887351738288998,0.0199994561262428,0.4912653248757124,-0.6727172055451407 -476,2015-04-23,-0.5119152023714725,-0.5119152023714725,-0.5266843955805315,-0.4698364086625783,-0.516512070642257,-0.5948548873080322,0.0,0.0,0.0,-0.5421130032528055 -477,2015-04-24,-0.5146144355027444,-0.5146144355027444,-0.5373579911742222,-0.4559871152701421,-0.4810704301294202,-1.0453301348522206,0.0,0.0,0.0,-0.4890946041702328 -478,2015-04-27,-0.3062819300317908,-0.3062819300317908,-0.2556038088542327,-0.3917325033018184,-0.4483306554167384,1.0543741953366033,0.1088272901251912,0.3497598078101873,0.541412889957428,-0.4792214807282759 -479,2015-04-28,-0.3232728109725554,-0.3232728109725554,-0.3066179148839321,-0.2946259612373215,-0.2545931908811089,-0.2146059917557077,0.1763853877782821,0.0201440546661615,0.8034705519676208,-0.348955462565643 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-517,2015-06-22,0.1421403548631329,0.1421403548631329,0.1470142764134867,0.150808577868875,0.1808791882519074,-0.5608091882020152,0.1340025961399078,0.0247496087104082,0.8412477374076843,0.21275443358973536 -518,2015-06-23,0.2672672897527611,0.2672672897527611,0.2035220227039466,0.1971882069335875,0.1517947987912359,-0.7175920173740196,0.0,0.0,0.0,0.14935112118061175 -519,2015-06-24,0.2275695047697148,0.2275695047697148,0.1933192913147362,0.2801231700762558,0.2576431879570498,-1.0488505373615151,0.0,0.0,0.0,0.20820114820886396 -520,2015-06-25,0.2850513813385147,0.2850513813385147,0.2570474044908745,0.3047620024641366,0.2492192960328374,-0.9496206111479144,0.0,0.0,0.0,0.2563116020673818 -521,2015-06-26,0.2580572328192816,0.2580572328192816,0.2209451209788354,0.3168402228401543,0.2879989366868619,-0.7249507942321579,0.0,0.0,0.0,0.30059829011157657 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-543,2015-07-29,0.206132828083326,0.206132828083326,0.2017952960790285,0.2524245832913836,0.2145724824164447,-0.9630435652317408,0.1717442013323307,0.0127642271108925,0.8154915571212769,0.14175846887245827 -544,2015-07-30,0.2532934259330554,0.2532934259330554,0.1868834735613679,0.2541961170447991,0.1894613180250687,-1.134634797217036,0.1897430643439293,0.012323822826147,0.7979331314563751,0.21424421944310804 -545,2015-07-31,0.243131152784286,0.243131152784286,0.224869213891328,0.3026688742868241,0.2674966769993516,-1.0919357216204304,0.0430119410157203,0.0171704776585102,0.9398176074028016,0.27218391116318885 -546,2015-08-03,0.1453163775544935,0.1453163775544935,0.1832732901185287,0.1730322269185492,0.2466765774945563,-1.016780806115554,0.1481196582317352,0.0312950275838375,0.820585310459137,0.2976129682914463 -547,2015-08-04,0.245195499388426,0.245195499388426,0.1834304693951793,0.1934843422148079,0.1468675995636225,-1.0624324773651164,0.0,0.0,0.0,0.2139893076808199 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-934,2017-02-15,0.4592442551117119,0.4592442551117119,0.4270417321085585,0.484964995988746,0.4645719143229389,-0.4729581113894247,0.5186155252158642,0.0290509468565384,0.4523334950208664,0.4651345669418277 -935,2017-02-16,0.2875922903519292,0.2875922903519292,0.3918816260891283,0.3570998823738867,0.4264279533034838,0.0106770565648935,0.1648429259657859,0.2077706553973257,0.6273863911628723,0.47597701649248547 -936,2017-02-17,0.3396752463565566,0.3396752463565566,0.2802785015798245,0.2870480471409724,0.2388888199113766,-0.1756090168624248,0.4611377418041229,0.0135196214541792,0.5253427028656006,0.33201464535357744 -937,2017-02-21,0.4216108167328056,0.4216108167328056,0.4138566362158167,0.445832299149644,0.3922576720597884,-0.3074310566298177,0.2621779236942529,0.2104562052991241,0.5273658633232117,0.30469397968167383 -938,2017-02-22,0.3600002469557247,0.3600002469557247,0.4460348268153624,0.4231257977271273,0.4694982041376264,0.3917208817160909,0.2051359528476106,0.3749473182750599,0.4199167248526854,0.40185871041384813 -939,2017-02-23,0.0818004667435748,0.0818004667435748,0.1510950995189823,0.1487149889545655,0.2102814175298641,1.7908424002810348,0.2740817559616906,0.2861371662999902,0.439781103549259,0.36764285437338495 -940,2017-02-24,0.097838222865791,0.097838222865791,0.0504801536984949,0.0623982162540116,0.0300530546417775,0.2592174737210927,0.4221647046506405,0.1235685730352997,0.4542667642235756,0.15824261386709063 -941,2017-02-27,-0.0731786282160445,-0.0731786282160445,-0.1047595306781789,-0.0694928172405212,-0.0413072134630549,1.0062695984676615,0.0297421446690956,0.6562029818693796,0.3140548020601272,0.11125922692202295 -942,2017-02-28,-0.0134733994728032,-0.0134733994728032,-0.0633203370983826,-0.0390565312195513,-0.1045618841674226,-0.2162639877762142,0.2717138864099979,0.0523199494928121,0.6759661287069321,-0.014885911406953249 -943,2017-03-01,-0.0129972913651583,-0.0129972913651583,-0.0028884978954299,0.0448445974057989,0.0542106995812981,-0.5043918989562876,0.0101959567982703,0.9405556321144104,0.0492484373971819,-0.004769778639481706 -944,2017-03-02,-0.0056925754655176,-0.0056925754655176,-0.0275324121396445,0.0313173591742568,-0.0168317287062492,-0.835468720749755,0.6857927814126015,0.0121710933744907,0.3020361624658108,0.004883645036336447 -945,2017-03-03,0.011615408012591,0.011615408012591,-0.0491935127966794,0.0430735243893804,-0.0004618413499082,-0.9336765946219476,0.2605975307524204,0.4395679361186921,0.299834493547678,-0.0004038113952917191 -946,2017-03-06,0.0058989306094454,0.0058989306094454,-0.0523326074932145,0.0190788023232877,-0.0454395857942242,-0.834628366602375,0.030692521482706,0.0530395060777664,0.9162679314613342,0.0038995460893779337 -947,2017-03-07,-0.0357041954074395,-0.0357041954074395,-0.0179570506060935,0.0321227274449903,0.0182920719893024,-0.8110076013787209,0.1656165421009063,0.0087840678170323,0.8255993723869324,-0.007825423899409925 -948,2017-03-08,-0.0630159007656457,-0.0630159007656457,-0.0779182501463897,-0.0161887718480891,-0.0599019795403918,-0.7506610886871353,0.16348422691226,0.0127881802618503,0.8237276077270508,-0.024365889467047843 -949,2017-03-09,-0.0942972937618307,-0.0942972937618307,-0.1000504395497287,-0.0535499349337755,-0.0498893432362162,-0.7156614740624708,0.2359464094042778,0.0539617032433549,0.7100918889045715,-0.0608992795483138 -950,2017-03-10,-0.1135110725754076,-0.1135110725754076,-0.1339553567741932,-0.0535499349337755,-0.0724577890893111,-0.9003122637435363,0.5311676755547523,0.0329692754894495,0.4358630418777466,-0.09674216443338161 -951,2017-03-13,-0.0741312987329639,-0.0741312987329639,-0.1284612674297854,-0.0570930024406065,-0.094549247863247,-0.9102375275923218,0.123038762807846,0.020132621191442,0.8568286299705505,-0.11740102581548727 -952,2017-03-14,0.1137174277193354,0.1137174277193354,0.0484395176039233,-0.004916380479802,-0.0740469881757368,0.1290307176999528,0.202355166276296,0.0510894466812411,0.746555378039678,-0.1039724627699492 -953,2017-03-15,0.0776722278369242,0.0776722278369242,0.0936456248195618,0.1279408184974128,0.0990292967637403,-0.3859928132727211,0.2276020556688308,0.0146457865834236,0.7577521681785584,-0.0026710021506425765 -954,2017-03-16,0.1780270034768722,0.1780270034768722,0.1682047374078651,0.2050787887439891,0.1848524133212029,0.0231460951300725,0.4359723764161269,0.0327571748445431,0.531270424524943,0.06882075343108486 -955,2017-03-17,0.1692935089526673,0.1692935089526673,0.1616121894614938,0.2395414553816294,0.2102814175298641,-0.1210087095569782,0.2372607104480266,0.068226533143648,0.6945127376488277,0.13782506359048438 -956,2017-03-20,0.1759626568727322,0.1759626568727322,0.1493688219777117,0.201214126813261,0.1562445562332279,-0.7758490008342819,0.0385109186172485,0.0268847029656171,0.9346044063568116,0.1688461506756039 -957,2017-03-21,-0.0025170070757864,-0.0025170070757864,0.1532929148902044,0.0630423265757996,0.1916861967460646,-0.0276385501007838,0.8305312395095825,0.0861651450395584,0.0833036303520202,0.18969218867605636 -958,2017-03-22,0.0662392730306329,0.0662392730306329,0.0005649553544062,0.0673903016163672,0.0125705005717074,-0.6747793804061464,0.0,0.0,0.0,0.04177641347999494 -959,2017-03-23,0.0625866879299979,0.0625866879299979,0.041375880911248,0.1123204520885581,0.0734411452932053,-0.8426457994138653,0.0,0.0,0.0,0.052586529815362514 -960,2017-03-24,0.1956529980955835,0.1956529980955835,0.1390089113118508,0.1398582416614819,0.0783683445208187,-0.3141084652603507,0.1171046569943428,0.0115326968953013,0.8713626265525818,0.06893323816209455 -961,2017-03-27,0.3077587396824254,0.3077587396824254,0.2438623085981319,0.2161908436373247,0.1562445562332279,-0.1815823449910989,0.2302570290863514,0.0239996816962957,0.7457432925701142,0.12248344080110757 -962,2017-03-28,0.4225639415513544,0.4225639415513544,0.4025549971409953,0.461775181456388,0.4172101438957523,0.2174268890946277,0.4602765150368214,0.0863416058942675,0.4533819023519754,0.21463769999997334 -963,2017-03-29,0.4214522654641329,0.4214522654641329,0.385602538528763,0.4704715922745235,0.4381889359559581,-0.761790103071357,0.3067072530587514,0.0122933943445483,0.6809993187586466,0.36872888096980005 -964,2017-03-30,0.4300267544180366,0.4300267544180366,0.4232743693890688,0.4973652715256567,0.4334208839902194,-0.6545427440462658,0.17803655564785,0.1965210288763046,0.625442385673523,0.4512088648834938 -965,2017-03-31,0.4360607886601554,0.4360607886601554,0.3868581764073762,0.4830326650233819,0.4443874944527129,-0.8484601416227648,0.1129285804927349,0.3945962116122246,0.4924751967191696,0.4665017234340996 -966,2017-04-03,0.7571339222450828,0.7571339222450828,0.6901167291913981,0.6160511219495424,0.5742343812961744,1.5576781927944643,0.4079903831536119,0.1457635655321858,0.4462460465729236,0.4757441815903955 -967,2017-04-04,0.8393875037619344,0.8393875037619344,0.7813143909222802,0.7762848525507354,0.7330069650448945,0.7050594173175644,0.1607256600012382,0.242876716889441,0.5963976184527079,0.6776512795227628 -968,2017-04-05,0.7012402841727787,0.7012402841727787,0.7824128495242428,0.7709707120274868,0.8148564018265991,0.1931928924661287,0.0776655413210392,0.1107830526307225,0.8115513622760773,0.8279967234189669 -969,2017-04-06,0.7599923880974704,0.7599923880974704,0.7362650138996446,0.7693604362230159,0.7328478177830207,-0.3428849167395524,0.0600034575909376,0.2284114519134163,0.7115851417183876,0.7605063615064903 -970,2017-04-07,0.8209673898949748,0.8209673898949748,0.7480372926371226,0.8184773037868289,0.7427013068253208,-0.5566074174651152,0.0560513163606325,0.0228091614941755,0.9211395382881165,0.7631813261705014 -971,2017-04-10,0.9773757177807878,0.9773757177807878,0.9213278942279924,1.004639008893473,0.9278568689410216,0.1440435309815253,0.4451235462911427,0.0156553238630294,0.5392211205326021,0.8138762325455513 -972,2017-04-11,0.9189411706950684,0.9189411706950684,0.9172470711224976,0.95294523930551,0.995084764714684,-0.2965518772623847,0.1883049378171563,0.5595943868160248,0.2521006792783737,0.956307077370712 -973,2017-04-12,0.7304573305648229,0.7304573305648229,0.8384499561520472,0.8051113235042314,0.8831969643139915,-0.2224871509216769,0.3469320585612546,0.2459466514092954,0.4071212627670981,0.9131629934634401 -974,2017-04-13,0.8441508563465312,0.8441508563465312,0.8218114070094692,0.7886851280876471,0.7299872594274543,0.5120050861626989,0.1667927354574203,0.0532966391183435,0.7799105951562524,0.7542339113968539 -975,2017-04-17,0.8035008551481941,0.8035008551481941,0.7685999346921949,0.8431165969117066,0.8253460252099337,-0.6567458346488566,0.2096158719311157,0.6050572460517287,0.1853269015749295,0.7969539765803196 -976,2017-04-18,0.7846046331735912,0.7846046331735912,0.7189986458177581,0.8305555241628456,0.7776664149654628,-0.9072622196651114,0.4336362377119561,0.3285224352342387,0.2378413726886113,0.8364701262550263 -977,2017-04-19,0.8682869933150037,0.8682869933150037,0.8097252188023386,0.8983529732695018,0.8215314926960504,-0.7114142787770639,0.1975581194274127,0.4457873336505145,0.3566545440504948,0.8413081465251202 -978,2017-04-20,0.8204912817873314,0.8204912817873314,0.8494376857572143,0.8680774844604814,0.8858988301141465,-0.2000701362334589,0.226513501163572,0.6044462427962571,0.1690402660518884,0.8952510625426583 -979,2017-04-21,0.869557220670897,0.869557220670897,0.8062717655525007,0.871137238857473,0.8142207221920297,-0.5724605848940677,0.2076122090220451,0.2599748778156936,0.5324129015207291,0.8321375200961357 -980,2017-04-24,0.9081433295667236,0.9081433295667236,0.8714126958839036,0.961319134225752,0.9289695356547508,-0.4421602675016602,0.2151127742095427,0.1730339224026962,0.6118532906879078,0.8671378941969743 -981,2017-04-25,0.9996060594137948,0.9996060594137948,0.925251987140485,0.9587426929385988,0.9095794879745082,-0.0664538268000385,0.1684717515017837,0.2797320506069809,0.5517961867153645,0.914850070771917 -982,2017-04-26,0.9421241828449948,0.9421241828449948,0.9334145315187714,1.0093090390949344,0.9790327171756298,-0.5303974529765606,0.2424391012173146,0.4893851717934012,0.2681757160462439,0.9677694666069345 -983,2017-04-27,0.9176704890375458,0.9176704890375458,0.9112823421154324,0.985153059079896,0.96822525397501,-0.8089407844216512,0.0277733374387025,0.4409802218100854,0.5312464104167053,0.9633116092735863 -984,2017-04-28,1.0040523094610487,1.0040523094610487,0.9381236226472216,0.9932048988392432,0.9386638774351796,-0.5734372126869688,0.0506897572427988,0.2663383290171623,0.6829719126224518,0.9612220836148302 -985,2017-05-01,1.1431521995671228,1.1431521995671228,1.1335464136414293,1.102872744021098,1.0189245698369211,0.408664238309212,0.0554451495409011,0.0616141045466065,0.8829406797885895,1.0042110038407093 -986,2017-05-02,1.0805889592731237,1.0805889592731237,1.1399817823111509,1.1310546439158098,1.1638699847675822,-0.3741824306608941,0.0575784893174256,0.2483150493353605,0.6941064532314029,1.1307374521497748 -987,2017-05-03,0.955621484255426,0.955621484255426,1.0437615690658126,1.0326596508392392,1.0632661799402043,0.0234186424211146,0.2421800684649497,0.2678258011117577,0.4899941110052168,1.105708787631778 -988,2017-05-04,0.7085440914691598,0.7085440914691598,0.8277761360165327,0.7155735384577405,0.9006795183840617,1.617502323178219,0.1466628106177917,0.3308731413978551,0.5224640366754362,0.9806518061225695 -989,2017-05-05,0.9132246932919228,0.9132246932919228,0.8400195035003147,0.8128411081026853,0.7506482116703751,0.260512073353543,0.085350821472027,0.2643223267725922,0.6503268497234042,0.7181823093132459 -990,2017-05-08,0.8948050337265944,0.8948050337265944,0.9222696226369528,0.9580985826168118,0.9556698991325532,-0.005403233606594,0.250341952911445,0.0376824635480131,0.7119755830083575,0.8917010080841254 -991,2017-05-09,1.1182223976520314,1.1182223976520314,1.050981935951491,1.0109193148994045,0.9315122541930336,0.6010144889622187,0.0970008425414562,0.1725884959101677,0.7304106473922729,0.930664848940541 -992,2017-05-10,1.181103194785003,1.181103194785003,1.106077314170334,1.1561767894135309,1.1250903441135576,-0.2926907906392874,0.3014286741614341,0.0115545812994241,0.6870167285203934,1.080712538260739 -993,2017-05-11,1.147439898345704,1.147439898345704,1.1139254999953192,1.180010714267675,1.154333880836103,-0.5170426357154946,0.363557251339609,0.0126155592839826,0.623827187852426,1.1837152429186497 -994,2017-05-12,1.174592598133609,1.174592598133609,1.12962187164529,1.211091110610433,1.1873919500725332,-0.6606296335462074,0.5931889414787292,0.0136943208053708,0.3931167324384053,1.1603034030284993 -995,2017-05-15,1.0327932477454478,1.0327932477454478,1.0228850175410875,1.0661556912572003,1.0745501755135214,0.134390814423782,0.0435433747867743,0.3372829121847947,0.6191736881931623,1.1813202164171512 -996,2017-05-16,1.0507367992031311,1.0507367992031311,1.0206876512535132,1.1081868845443483,1.0619948206710637,-0.6536115408018718,0.1499729491770267,0.247123572230339,0.6029034376144409,1.0342319585101847 -997,2017-05-17,0.8776556015171575,0.8776556015171575,0.9354547185296962,0.95294523930551,1.0111368122537414,-0.072313593557445,0.0,0.0,0.0,1.0618080722243812 -998,2017-05-18,0.9880145533388316,0.9880145533388316,0.924624168201178,0.9498854849085184,0.8936865876973261,-0.3126321674338723,0.3596846476818124,0.3233164520934224,0.316998911400636,0.8952667338361323 -999,2017-05-19,0.9526044671343666,0.9526044671343666,0.9648077239023602,1.0286337309595657,1.0287780588792228,-0.5320781612713206,0.4666588101536035,0.2403423862997442,0.2929988168179989,0.9487665633963598 -1000,2017-05-22,0.9449826486973822,0.9449826486973822,0.9313738954241998,0.973880206974612,0.9858665006004916,-0.6134789521959133,0.0946606677025556,0.0168649939199288,0.8884743253389994,0.9715762204277715 -1001,2017-05-23,0.8419279584737185,0.8419279584737185,0.8742383301944344,0.9204153643702314,0.9486765137393552,-0.6159318778152927,0.2909637615084648,0.0325675217900425,0.6764687020331621,0.9593493938380205 -1002,2017-05-24,0.9429183020932432,0.9429183020932432,0.878476332576579,0.95133496350104,0.8858988301141465,-0.4535618291769241,0.4345473040723138,0.0494633316993713,0.5159893756111463,0.8862991191823034 -1003,2017-05-25,1.0478783333507438,1.0478783333507438,0.9721848209810416,0.9901451444422515,0.9575769380362642,-0.4579452981078522,0.0597634967416524,0.0382431768812239,0.9019933342933656,0.9358870840407504 -1004,2017-05-26,1.1798329674291097,1.1798329674291097,1.1059201348936831,1.127028724036137,1.0570680761499127,0.1753183326286135,0.1284098207950592,0.0636244039982557,0.8079657793045044,1.0216194870103052 -1005,2017-05-30,1.3379876307784604,1.3379876307784604,1.2752866435720605,1.2792106148779832,1.1956562400284083,0.1709348636976854,0.0334790162742137,0.069182535012563,0.8973384102185568,1.160689167111962 -1006,2017-05-31,1.4318322640686447,1.4318322640686447,1.3790411331727312,1.4305875981860927,1.381447027072216,0.6661760037955491,0.2649630093947053,0.3159604500979185,0.4190765470266342,1.3272315184735535 -1007,2017-06-01,1.4216699909198771,1.4216699909198771,1.4102775953633164,1.4648890068747884,1.4817325373758463,0.1312110960282901,0.0182998976670205,0.8499117791652679,0.1317882761359214,1.4292217264823757 -1008,2017-06-02,1.4134130588049438,1.4134130588049438,1.3788844029797276,1.4429874129860072,1.4145046416021831,-0.3270771738591069,0.0168967583837608,0.7537021438280741,0.2294010842839876,1.4450604584912148 -1009,2017-06-05,1.5320289427415512,1.5320289427415512,1.46615752271447,1.415288826201135,1.3943206764384195,-0.0558471947236477,0.2574874274432659,0.0385118469595909,0.7040007140487432,1.4121884009694805 -1010,2017-06-06,1.619839541789616,1.619839541789616,1.639604854498342,1.508047623593563,1.4928578403937514,0.9213256927595208,0.1992340311408043,0.1567340400069952,0.644031947851181,1.4762474050644898 -1011,2017-06-07,1.727817044469807,1.727817044469807,1.6554584054249633,1.7523442015060489,1.6778542552475777,0.5377608051661833,0.2638481575995683,0.0984858802652784,0.6376659529549735,1.561619487457477 -1012,2017-06-08,1.8921647476315784,1.8921647476315784,1.8343998265532435,1.8341522019540868,1.7956223196212775,0.46133400230311,0.0673400022089481,0.221094898506999,0.7115650713443756,1.714689531711471 -1013,2017-06-09,1.6908187197688471,1.6908187197688471,1.9124119433077336,1.746868803033854,1.965201911864156,2.3237177788169707,0.2547082868404686,0.1702123007271438,0.5750793647021055,1.829928000959213 -1014,2017-06-12,1.7176543170194083,1.7176543170194083,1.718244790192141,1.6795542063000384,1.704077631646221,0.7920701399827749,0.1612605638802051,0.350599414203316,0.4881400316953659,1.6073242488010675 -1015,2017-06-13,1.9866444945997084,1.9866444945997084,1.898756207752336,1.9370559672831744,1.857128643977346,1.0851039024016071,0.1896838300994464,0.1875920641635145,0.6227241041404861,1.740821145439368 -1016,2017-06-14,2.061434354646617,2.061434354646617,2.028253070199184,2.093264238741691,2.071209448291844,1.314611433733362,0.0430613048374652,0.2858717540899912,0.6710669100284576,1.9118590724946463 -1017,2017-06-15,1.976958329558584,1.976958329558584,1.8902797539043965,1.9351236363178104,1.9346870158724685,0.7713565458635705,0.0867996822026642,0.1540770194577899,0.7591233253479004,1.9711659207069991 -1018,2017-06-16,1.9143950892645856,1.9143950892645856,1.930306130328928,1.9932585091236523,2.0217819464055364,-0.0679755491750239,0.0623379554599523,0.2952765128575265,0.6423855572938919,1.9014449914945004 -1019,2017-06-19,1.888988724940217,1.888988724940217,1.9097434882738575,1.956219861935857,1.97442017597835,-0.1092437514936581,0.0419740951620042,0.4142480231821537,0.5437778607010841,1.862697926933364 -1020,2017-06-20,1.9277333851047147,1.9277333851047147,1.943962314967975,1.9873002582786148,2.0009618469007404,0.0927592157170916,0.145584476697776,0.4081454098017679,0.4462700891825888,1.8187848174991892 -1021,2017-06-21,1.9937897506274176,1.9937897506274176,1.9142958492093032,1.9597624687056912,1.964089699856889,-0.4785680431300426,0.1689661213507255,0.2724875129448871,0.5585463605821133,1.8423463390973498 -1022,2017-06-22,2.092398645105458,2.092398645105458,2.040025798020311,2.0491394565402343,2.021940638960947,0.1134500975620425,0.4554355285233921,0.0205858804595967,0.5239786017272208,1.8631348163772854 -1023,2017-06-23,2.1057369409455884,2.1057369409455884,2.071261811127248,2.142220309093555,2.092824374693084,-0.1327509553460447,0.3096658423542976,0.0332131119444966,0.6571210328489542,1.9546414653320048 -1024,2017-06-26,2.0110981884071566,2.0110981884071566,2.070633992187941,2.041570469153728,2.1602109630221578,-0.0967974252027327,0.368142166485389,0.0153268715366721,0.6165309523542722,1.9779147066342444 -1025,2017-06-27,1.771007954681557,1.771007954681557,1.9050343971454056,1.863139009382535,1.996670327307696,-0.0076971733061989,0.2185550481081009,0.007398571819067,0.774046391248703,1.8986010390423056 -1026,2017-06-28,1.911854180251171,1.911854180251171,1.8318885507960156,1.8711908491418825,1.8421892631520196,-0.1652976443513297,0.1074211870630582,0.0287955452998479,0.8637832999229431,1.7157259822007744 -1027,2017-06-29,1.7452835792165875,1.7452835792165875,1.8202730022515403,1.7355959509285697,1.9046491069599432,0.2704373372023284,0.0412079878151416,0.016863552853465,0.941928505897522,1.8057684675690178 -1028,2017-06-30,1.7589394318956892,1.7589394318956892,1.7538759849578769,1.8244896256532728,1.7949866399867076,-0.2684113694622814,0.0568360090255737,0.0369097553193569,0.906254217028618,1.6709539905455568 -1029,2017-07-03,1.6161874109906105,1.6161874109906105,1.8257666425123007,1.6937255548533705,1.8987688429869367,-0.1646389883979778,0.3357589755974272,0.3716248202630702,0.2926161989350529,1.7072367888979068 -1030,2017-07-05,1.2107968035863208,1.2107968035863208,1.4473211582006684,1.2883898780689578,1.5325910004996313,2.274954525994677,0.1765734348911792,0.6130760508589447,0.2103504972532391,1.5835196136007246 -1031,2017-07-06,0.9208465117289072,0.9208465117289072,1.0321460205213375,0.9658283672152648,1.0567502363326284,2.7922947089412093,0.1931938945569775,0.5751866964115337,0.2316194102591411,1.137150645967341 -1032,2017-07-07,0.9905550080506166,0.9905550080506166,0.9726559097273464,0.983220728114532,0.996991803618398,1.623157679467344,0.3245062503653268,0.1893220773975675,0.4861716559777657,1.0119382028434036 -1033,2017-07-10,1.035492708027534,1.035492708027534,0.9874105529683548,0.9147791686860895,0.9874561543933787,1.5423019831248357,0.1980980839580297,0.0214256403269246,0.7804762832820415,1.0281368383221399 -1034,2017-07-11,1.2128611501904616,1.2128611501904616,1.1340170533040868,1.0946596463128062,1.0367249637242757,1.0286639008816258,0.5605837432667613,0.0164728651288896,0.4229433673899621,1.0503424057214625 -1035,2017-07-12,1.2493829124821472,1.2493829124821472,1.2253714452279718,1.2589197575306708,1.265586001602227,0.7530958773637456,0.1700943745672702,0.0167520558461546,0.8131535351276398,1.2315682227881897 -1036,2017-07-13,1.1523622565006022,1.1523622565006022,1.2018264386693682,1.1859689651127123,1.260977096898361,0.3552676815392016,0.0,0.0,0.0,1.2981314161590105 -1037,2017-07-14,1.22175319598334,1.22175319598334,1.1519112403252794,1.2060990252480774,1.1509963354013777,-0.3191278778703772,0.1822945922613144,0.6698057651519775,0.1478996276855468,1.1898775768672976 -1038,2017-07-17,1.0913868004014684,1.0913868004014684,1.131191868077205,1.0809716108693157,1.1883454695243878,0.6465298865662599,0.1045371033251285,0.3630401711755742,0.5324227263530096,1.2077224727874778 -1039,2017-07-18,1.2290579118829783,1.2290579118829783,1.1630557001234505,1.1165612402015863,1.0605647688465127,-0.149126505082828,0.0892231054604053,0.1913923248648643,0.7193845808506012,1.0700122029113568 -1040,2017-07-19,1.1817383084629485,1.1817383084629485,1.202611436885325,1.2383068450224626,1.2310978805412462,-0.1529194548831648,0.0560074709355831,0.2816543774679303,0.6623381525278091,1.184753719354638 -1041,2017-07-20,1.255734503563239,1.255734503563239,1.1801653380123331,1.2540884693802636,1.2099599412191648,-0.4233772166940046,0.0289306528866291,0.0373919270932674,0.9336774349212646,1.1882423995459532 -1042,2017-07-21,1.2315983665947658,1.2315983665947658,1.1964895286016108,1.2798547251997705,1.2506466207769,-0.4834738943688015,0.1334817260503769,0.0098735820502042,0.8566446304321289,1.2319082243112416 -1043,2017-07-24,1.4558098497684475,1.4558098497684475,1.387046498274368,1.3476526350434244,1.2630432830639455,0.3649431103711984,0.1334817260503769,0.0098735820502042,0.8566446304321289,1.2295994793038512 -1044,2017-07-25,1.4094429168653373,1.4094429168653373,1.421579234438138,1.414322660718453,1.497625892359491,-0.0093324570524519,0.5128426115959883,0.197414506599307,0.2897429145872593,1.4092910588634733 -1045,2017-07-26,1.476928515314234,1.476928515314234,1.4200092380062228,1.4782549871573842,1.4238815982717885,-0.5018254119656405,0.4833704466000199,0.4921637568622827,0.024465849623084,1.403501499104838 -1046,2017-07-27,1.3278249033280616,1.3278249033280616,1.45140287947346,1.2877457677471698,1.5135192473431345,0.2889251284446885,0.0545945169404149,0.2082426264882087,0.7371628660708666,1.4536684676084823 -1047,2017-07-28,1.337511068369186,1.337511068369186,1.3273992082037245,1.3879122945771585,1.3687325249678857,-0.4882888965105463,0.2101678820326924,0.1307962655555457,0.6590358523858918,1.303706106395717 -1048,2017-07-31,1.1533149270175216,1.1533149270175216,1.357066123046042,1.2032000680630344,1.346641066193949,0.3417765906326145,0.0837698070989812,0.2403312131543369,0.6758989883477197,1.3317313844072787 -1049,2017-08-01,1.0913868004014684,1.0913868004014684,1.0895954952207585,1.1241297668510932,1.1479766297839376,0.2890841143644631,0.1349455626415354,0.2055043561517127,0.6595500861959798,1.1658685593984535 -1050,2017-08-02,1.191742030343046,1.191742030343046,1.1315057775468589,1.0450594656391536,1.0834505998104291,1.3766386547197076,0.22533661685884,0.22433866511306,0.5503247186748518,1.0840719153842269 -1051,2017-08-03,1.5283768119425438,1.5283768119425438,1.4906438085983842,1.5592580800716864,1.5028704766979268,1.4773675910340405,0.313461610243063,0.2150149174796586,0.4715234758332371,1.1152922304911346 -1052,2017-08-04,1.6843085774190834,1.6843085774190834,1.6047586579485644,1.5616737241468908,1.5294121476203182,0.5084392591048973,0.323789461205403,0.160868420653666,0.5153421436746916,1.5484735961128095 -1053,2017-08-07,1.6566788609202747,1.6566788609202747,1.6394481243053407,1.7138556149887358,1.6939063027866323,-0.1603009440155567,0.2761360755698247,0.0996788047592748,0.6241851211948828,1.6979490150812042 -1054,2017-08-08,1.816262757195818,1.816262757195818,1.7822872619215804,1.788739199109053,1.6967668611421995,0.0952802781592316,0.3303562742657959,0.2090745952446013,0.4605691109318286,1.669890487709344 -1055,2017-08-09,1.7894271599452578,1.7894271599452578,1.8045766306015707,1.813700086657828,1.751916389152564,-0.0313860753526136,0.1872030682861805,0.0611211463110521,0.7516758069396019,1.7662275894274226 -1056,2017-08-10,1.6603309917192803,1.6603309917192803,1.7519925281399549,1.744613956170599,1.7614520383775816,0.0142201713484416,0.2846032809466123,0.1695380186429247,0.545858696103096,1.7455612648152499 -1057,2017-08-11,1.699552214293053,1.699552214293053,1.6673878634390915,1.7278661663301167,1.687866891551753,-0.6051662598191273,0.5137073183432221,0.0203689141198992,0.4659237756859511,1.637435179338017 -1058,2017-08-14,1.7937144044222095,1.7937144044222095,1.7678465281502236,1.872479069785458,1.8096081809947488,-0.5703256311142374,0.4284992523491382,0.0578032722696661,0.5136974930763245,1.6443096931330579 -1059,2017-08-15,1.770372386701982,1.770372386701982,1.7337844316491091,1.820463705773599,1.818667297847069,-0.8960423561838757,0.0488040180255969,0.0340719564507404,0.9171239733695984,1.7336815901486151 -1060,2017-08-16,1.7795824436354617,1.7795824436354617,1.7496379825757298,1.8711908491418825,1.7837026444133912,-0.8213871107125766,0.1055651903152465,0.0129971941933035,0.8814375996589661,1.7019428710370539 -1061,2017-08-17,1.605072013023292,1.605072013023292,1.6994088747619869,1.695175033445892,1.7552539345872902,-0.4548337165351209,0.3021127879619598,0.0095186103135347,0.688368558883667,1.7282413274331152 -1062,2017-08-18,1.534251840614363,1.534251840614363,1.5534306424492113,1.601933383680621,1.6233404068717825,-0.3684135130005017,0.0756188966333866,0.7402901146560907,0.184090968966484,1.5916791734606335 -1063,2017-08-21,1.3818136546681572,1.3818136546681572,1.4250322386043266,1.3772835527936598,1.5106582342811066,-0.1214856673163019,0.0318646430969238,0.3459874267379443,0.622147927681605,1.513525539105774 -1064,2017-08-22,1.4372311846328172,1.4372311846328172,1.36883840178352,1.4661772275183635,1.4361195680034229,-0.6151142359421662,0.2388139218091964,0.5065631456673145,0.2546229204162955,1.350100285478829 -1065,2017-08-23,1.6185693144337234,1.6185693144337234,1.5454252773475754,1.481153944342427,1.402107979315137,-0.4714591012886928,0.0,0.0,0.0,1.408525251016599 -1066,2017-08-24,1.6211102234471368,1.6211102234471368,1.5951832964150134,1.66538285774671,1.6171423030814909,-0.555449091478186,0.2536260828375816,0.249793802248314,0.4965801175683736,1.5448102078132595 -1067,2017-08-25,1.5436204488165135,1.5436204488165135,1.579958013511347,1.6260893636956597,1.6444783461938637,-0.8054430941866101,0.0754833985120058,0.4858167369384318,0.4386998675763607,1.5954586365878922 -1068,2017-08-28,1.5056699079002631,1.5056699079002631,1.4490483339092333,1.5040217037138903,1.5338623597687715,-0.741848726276772,0.0368325114250183,0.0281068217009305,0.9350606799125672,1.5355058689030747 -1069,2017-08-29,1.532664056419497,1.532664056419497,1.4757324351643728,1.488400415831039,1.4098957368983185,-0.6715088129136405,0.1449210445086161,0.0111947056526939,0.8438842296600342,1.4812523275894152 -1070,2017-08-30,1.6250799110851166,1.6250799110851166,1.5451113678779218,1.6212580755452537,1.5718467188198897,-0.8215915211808582,0.2161301486194133,0.0747717916965484,0.7090980187058449,1.4983480999295375 -1071,2017-08-31,1.668270821296867,1.668270821296867,1.6231234846324138,1.7149830384203626,1.6335121904378318,-0.6717132233819221,0.1519894450902938,0.0091737210750579,0.8388367891311646,1.583508768827294 -1072,2017-09-01,1.6603309917192803,1.6603309917192803,1.6097812094630206,1.728993129024747,1.6743575625509783,-0.9041279258181266,0.2218313807621598,0.5758568666875362,0.2023117415606975,1.640602329873113 -1073,2017-09-05,1.5680741426239606,1.5680741426239606,1.5768184697311642,1.603382862273143,1.6374854155071263,-0.7257002992825239,0.2379856407642364,0.0124891204759478,0.7495251893997192,1.6321170692902804 -1074,2017-09-06,1.4877263564425798,1.4877263564425798,1.5060267198623505,1.5336526214641255,1.5691448530197347,-0.6674887403707686,0.4504451155662536,0.0156287819679294,0.5339260974100658,1.5541276557902286 -1075,2017-09-07,1.584270904316479,1.584270904316479,1.529571726420954,1.5640893682220924,1.5132009528193875,-0.6339199990240755,0.1874475342531999,0.3723876507331927,0.4401647858321666,1.4814180976975697 -1076,2017-09-08,1.4697832592865256,1.4697832592865256,1.4871908044321973,1.5455695838911978,1.5610397103257323,-0.8555236589156076,0.383470356464386,0.4786815047264099,0.1378481388092041,1.545239946857117 -1077,2017-09-11,1.791968068958672,1.791968068958672,1.705844692515356,1.6695695748383304,1.5985470822976915,0.1446340501121166,0.1206074696965515,0.1910612902138382,0.688331238925457,1.472932717941403 -1078,2017-09-12,1.7770415346220472,1.7770415346220472,1.7851124471484618,1.8370506984021329,1.807383302273752,-0.2401573002909104,0.0709788199100229,0.2998860133811831,0.6291351765394211,1.7175807959774239 -1079,2017-09-13,1.8323005133180352,1.8323005133180352,1.7742818968199443,1.824006773280431,1.7967349863350062,-0.6461846271209728,0.020283764693886,0.4654161944054067,0.5143000781536102,1.7428997667380264 -1080,2017-09-14,2.013480091850269,2.013480091850269,1.9295211321129708,1.8729623828952977,1.804840583735472,0.0391128239302925,0.0986531730741262,0.1761895793800552,0.725157211224238,1.7559779676287528 -1081,2017-09-15,2.0479375075378154,2.0479375075378154,1.9615421434358649,2.035128905198852,1.9666324183951704,-0.3656199032673195,0.1215088814496994,0.0225117144485314,0.8559794028600057,1.893293892941334 -1082,2017-09-18,2.130349640323338,2.130349640323338,2.1123870952373918,2.11532662984242,2.057859266552943,0.035819544163533,0.0621801987290382,0.0586703522130847,0.8791494220495224,1.929686449934669 -1083,2017-09-19,1.973147193189277,1.973147193189277,1.999057244103171,2.0491394565402343,2.053885586777183,-0.1313655066165804,0.0390109533909708,0.682899996638298,0.2780890380963683,2.0010175300682875 -1084,2017-09-20,1.9542514255163028,1.9542514255163028,1.934073493048418,2.008879797006501,1.9426339207175227,-0.4794992463744366,0.2704203017055988,0.3188610354305378,0.4107186538832528,1.8911219589218382 -1085,2017-09-21,1.836270200956014,1.836270200956014,1.911784124368428,1.903237871704319,1.972830976891924,-0.547840479603259,0.1671139509417116,0.1627322856802493,0.6701537473127246,1.8619449898066054 -1086,2017-09-22,1.5918927227534634,1.5918927227534634,1.803006634169655,1.6837413841286577,1.8391695575345797,0.256446576262164,0.049353156859676,0.3248081182440122,0.6258386795719465,1.766005688678764 -1087,2017-09-25,1.495030618040591,1.495030618040591,1.6078977526450997,1.5549101050311178,1.6271549393856664,0.1307341382689663,0.1123585707197586,0.3358525636916359,0.5517888454099497,1.5687349697346806 -1088,2017-09-26,1.499159311248871,1.499159311248871,1.5101079920514937,1.523024340417627,1.5918719914282409,0.0286197532251692,0.4154831845579402,0.2827614674876843,0.3017553649842739,1.4781303437480582 -1089,2017-09-27,1.4311971503906984,1.4311971503906984,1.5140320849639863,1.5165827764627495,1.5755025587783624,-0.2203067725933396,0.198475474724546,0.4876050555612892,0.3139194664545357,1.4701967365301774 -1090,2017-09-28,1.4094429168653373,1.4094429168653373,1.376843766885156,1.434452720853817,1.4162529879504828,-0.3885365879891147,0.0746426160136858,0.37173190433532,0.5536254445711771,1.4263031715228447 -1091,2017-09-29,1.4332614969948383,1.4332614969948383,1.4071380515831338,1.485985232492833,1.447721403394024,-0.436800170777831,0.3121468101938565,0.2048596143722534,0.4829935828844706,1.3863537671909159 -1092,2017-10-02,1.4400896504852048,1.4400896504852048,1.3917555894028166,1.4362237938702362,1.4582110267773587,-0.3959862139442672,0.330980186882828,0.2893273137243731,0.3796925161566053,1.4188456617759044 -1093,2017-10-03,1.545049681742707,1.545049681742707,1.4678842493393875,1.368104289602686,1.3529983172461166,0.709374749425732,0.1492425386722271,0.5635881939759622,0.2871692735128678,1.4104041378067977 -1094,2017-10-04,1.6541384062084914,1.6541384062084914,1.625949118942942,1.663128471620452,1.596958337917729,0.2573777795065581,0.3003001457878521,0.1757798261408295,0.5239200054534844,1.462997594572223 -1095,2017-10-05,1.659219769933689,1.659219769933689,1.6074266638987955,1.6913099107781668,1.6724505236472675,-0.6492507841451971,0.0608921963721513,0.0245655118487775,0.9145423471927644,1.6469441388633719 -1096,2017-10-06,1.683832015009809,1.683832015009809,1.6491797669482453,1.705803775229388,1.626360567195685,-0.6206787431342771,0.2559122072998434,0.2105696819489821,0.533518124371767,1.6353476200392787 -1097,2017-10-09,1.4624789976885129,1.4624789976885129,1.5181133571531296,1.5515282954732323,1.5715288790026043,0.1052509665565241,0.3737391782924533,0.479108898434788,0.1471519190818071,1.6479204068188018 -1098,2017-10-10,1.6633480088403396,1.6633480088403396,1.579016285102388,1.5975854086400538,1.526233749447466,-0.0117626703975778,0.1934175342321396,0.2646587735507637,0.5419236421585083,1.4666948280987435 -1099,2017-10-11,1.647627809557097,1.647627809557097,1.6099383887396712,1.6880893591692268,1.6389159220381406,-0.5745046895768839,0.0481189098209142,0.4695372184117635,0.4823438972234726,1.6032416087110872 -1100,2017-10-12,1.6647772417665343,1.6647772417665343,1.6441567663501415,1.7120840812353195,1.623976541212815,-0.6684880804379232,0.0911379674449563,0.2044885152950883,0.7043735202401876,1.6136614100312847 -1101,2017-10-13,1.6630304520013666,1.6630304520013666,1.6239080337647238,1.7288323318127987,1.6880260388136268,-0.7926106592333749,0.1727763884700834,0.4851822091732174,0.3420414221473038,1.629352724625467 -1102,2017-10-16,1.5841118987461769,1.5841118987461769,1.5609649188045438,1.6238345168324049,1.6368497358725569,-0.3758404266814006,0.0,0.0,0.0,1.6291977992907432 -1103,2017-10-17,1.665888917853754,1.665888917853754,1.5882768389989887,1.6706969982699595,1.591554151610956,-0.8487554011880605,0.1329324973747134,0.2099211050197482,0.6571463786065579,1.5599485581358117 -1104,2017-10-18,1.727817044469807,1.727817044469807,1.694700232717185,1.7360792640384093,1.6719735365681083,-0.4749567915237339,0.1346992952749133,0.3597397955600172,0.5055609010159969,1.6095914023147513 -1105,2017-10-19,1.6033256775597546,1.6033256775597546,1.602874752046996,1.640582767409883,1.665457592960532,-0.4470888310146727,0.4609174770968301,0.1686326039156743,0.370449914996113,1.6801150831077891 -1106,2017-10-20,1.4967774078057572,1.4967774078057572,1.5620638264901558,1.5784215139873712,1.6198441688816456,-0.4769327593837896,0.0311881536617875,0.6832969188690186,0.2855149805545807,1.5736688649523018 -1107,2017-10-23,1.3684753588280272,1.3684753588280272,1.4898592594660751,1.4481412170343062,1.575184264254614,-0.2913961910068371,0.3430627020342009,0.1549968728795647,0.5019404244210038,1.4876208314065804 -1108,2017-10-24,1.3735562682515972,1.3735562682515972,1.3776283160174658,1.4466917384417854,1.3990882736976968,-0.5765715065339537,0.047479971544817,0.3852120173396542,0.5673080272972584,1.366475655012485 -1109,2017-10-25,1.1909483653964288,1.1909483653964288,1.2944364684718672,1.2437822434946575,1.3657128193504455,0.3551768324421876,0.108744323796903,0.2484966016684969,0.6427591101576885,1.3675801534757326 -1110,2017-10-26,1.196188280390299,1.196188280390299,1.180322068205336,1.2379847898615688,1.2239458025926375,-0.4557876320537684,0.0527263996191322,0.3197710767388343,0.6275025065988302,1.1913103978668256 -1111,2017-10-27,1.1120293578396097,1.1120293578396097,1.0917933105919797,1.1326649197202798,1.096324249176633,-0.0114901231065357,0.0624367495765909,0.4769143036101013,0.4606489452999085,1.1961035493765169 -1112,2017-10-30,1.099485181247727,1.099485181247727,1.0790788543618943,1.142166238072151,1.0872651323243128,-0.6304677333375414,0.3242346700280905,0.1543052453281624,0.5214601081929037,1.1106243301559011 -1113,2017-10-31,1.28129941915628,1.28129941915628,1.2073200789301284,1.1893507746705982,1.1039528594979395,-0.3084303966969723,0.1822723976469465,0.212323285639286,0.6054043320140668,1.1130621398844502 -1114,2017-11-01,1.1153639317996422,1.1153639317996422,1.217679989595991,1.1906394560511713,1.294988230880185,0.324106441263381,0.1026639664349587,0.3217152246323071,0.5756208182949769,1.243267707373207 -1115,2017-11-02,0.7688844338903472,0.7688844338903472,0.8422168697878892,0.7456877693178171,0.7845006530967871,2.898338317430865,0.1246763166273012,0.4375118416268378,0.4378118424676359,1.1383316537112755 -1116,2017-11-03,0.8773380446781834,0.8773380446781834,0.803917669071924,0.7859474288515496,0.7744880167926114,0.4232909429284748,0.0556019510452946,0.1894604880362749,0.7549375717838606,0.8173908925237664 -1117,2017-11-06,0.8247785262642816,0.8247785262642816,0.8235381336343865,0.8484307374349562,0.8936865876973261,-0.1236206210961322,0.0578710120171308,0.0382616265366474,0.9038673639297484,0.862390862767697 -1118,2017-11-07,0.8767029310002372,0.8767029310002372,0.8078413129007682,0.8648569328515414,0.798645661732132,-0.3942827933752536,0.1999727344761292,0.0384583165869116,0.7615689715991417,0.8482605400941932 -1119,2017-11-08,0.8503438961589503,0.8503438961589503,0.813963221184483,0.8853085874108022,0.8698467825750898,-0.5235156338777459,0.2860019505023956,0.0089731272310018,0.705024927854538,0.8697884283274327 -1120,2017-11-09,0.8281131002243141,0.8281131002243141,0.7758203015778724,0.8047888076063413,0.8221676270370831,-0.3595784383158849,0.0,0.0,0.0,0.8628770899720616 -1121,2017-11-10,0.8281131002243141,0.8281131002243141,0.8370371389967826,0.8941657954408828,0.8221676270370831,-0.546205195857006,0.0596986711025238,0.245493033202365,0.6948082819581032,0.8123595135186035 -1122,2017-11-13,1.0251714293084635,1.0251714293084635,0.9695168150308104,0.8500410132394263,0.7845006530967871,0.1259645606757285,0.062040949506419,0.7597265392541885,0.1782324947416782,0.8477857535299314 -1123,2017-11-14,0.9187821651247664,0.9187821651247664,0.9624531783381352,0.975490482779082,1.020831608740632,-0.3075673302753388,0.1298798362000121,0.4475764822628763,0.4225436937477853,0.9520045028920909 -1124,2017-11-15,0.9600672800010496,0.9600672800010496,0.901864159858532,0.8885295997567401,0.8779523799755563,-0.2388399883842067,0.1496051083318889,0.3658142624422907,0.4845806021243334,0.9328840351871277 -1125,2017-11-16,0.9791220532443236,0.9791220532443236,0.9905500967485384,1.0463476862827297,1.0047795612015762,-0.2744074098652089,0.217296215891838,0.063509878826638,0.7191938941677412,0.9215333113652407 -1126,2017-11-17,1.0196135031739897,1.0196135031739897,1.1244421408541831,1.0761403227189097,1.19041120098351,1.5228148518153208,0.2135123040281095,0.1192568127452483,0.6672308796419287,0.9829311749030297 -1127,2017-11-20,0.9194172788027136,0.9194172788027136,0.949110903168742,0.9408674796664892,1.0016007083222622,0.2765015144280165,0.0440499843098223,0.9333148300647736,0.0226350994780659,1.029008233743295 -1128,2017-11-21,1.0634395270636865,1.0634395270636865,0.9919629139038046,1.004639008893473,0.9550342194979832,0.0524676411913585,0.0759276218712329,0.3170148296281695,0.6070575550198555,0.9760073829342134 -1129,2017-11-22,0.9807102917408204,0.9807102917408204,0.9792484576737168,1.055044097100862,1.0489624787494465,-0.4798399304882393,0.0905196939905484,0.0463845006500681,0.863095780213674,1.0575752737330533 -1130,2017-11-24,1.027553332751577,1.027553332751577,0.9633949067470956,1.0415168588693198,1.0016007083222622,-0.8599298401207891,0.3071349952369928,0.0609609453240409,0.631904074922204,1.0119632292436285 -1131,2017-11-27,1.0475607765117716,1.0475607765117716,0.9779928197951028,1.017522136803226,0.9930185785491018,-0.561990226463198,0.359816949814558,0.1053594548720866,0.5348236039280891,1.046463075339974 -1132,2017-11-28,1.059311288157036,1.059311288157036,1.0197454737609035,1.088540137518823,1.0424465351418706,-0.4725947150013685,0.0965535206099351,0.3238037309298913,0.579642782608668,1.0439435127040244 -1133,2017-11-29,0.9003625055594379,0.9003625055594379,0.9883527304609638,0.8841816247161726,1.057385915967198,0.3945372037235266,0.104293191495041,0.6741815737138191,0.2215252571428815,1.0629864581549586 -1134,2017-11-30,0.9211640685678804,0.9211640685678804,0.8737672414481279,0.9374856701086046,0.918479912271417,-0.6083914027631262,0.0370907230302691,0.6287572354078292,0.3341520424932241,0.8968047253032709 -1135,2017-12-01,0.8843247494372216,0.8843247494372216,0.8678025124410653,0.9456983070798992,0.8688932631232353,-0.6217235077499387,0.3198422600204746,0.2533849547617137,0.4267727412904302,0.9281250864244102 -1136,2017-12-04,0.863205629589806,0.863205629589806,0.835624321841518,0.8741969932544644,0.8857396828522727,-0.2714548142122522,0.1269139051437378,0.1514934822916984,0.721592578291893,0.9195182690404866 -1137,2017-12-05,0.8393875037619344,0.8393875037619344,0.8313863194593718,0.8804777599973922,0.8142207221920297,-0.5414129059895146,0.0733448669314384,0.0252048082649707,0.9014503479003906,0.8613286112514954 -1138,2017-12-06,0.9911905760301916,0.9911905760301916,0.9159914332438834,0.8643736197417019,0.7840236660176281,0.0374775401840395,0.0855336189270019,0.0388047136366367,0.8756617307662964,0.8587087046679784 -1139,2017-12-07,0.9591146094841312,0.9591146094841312,0.9982415523805208,1.0423222271400532,0.973151998496161,-0.510955746215553,0.2488343672206004,0.0169859138938287,0.7341797252496084,0.9349671850724932 -1140,2017-12-08,1.0208841848315116,1.0208841848315116,0.9723420002576928,1.0457040366979389,1.0144743576884665,-0.8089634966959046,0.6165964361280203,0.0179939048830419,0.3654096908867359,0.9903248673293973 -1141,2017-12-11,1.2396967474410228,1.2396967474410228,1.1611722433055294,1.0858028990197237,1.014950890061164,0.2061616010648849,0.0,0.0,0.0,1.0447770110048396 -1142,2017-12-12,1.4321498209076178,1.4321498209076178,1.3562811248300846,1.3479746902043184,1.2663808284986708,0.386769605928825,0.46695177257061,0.0178094942433138,0.5152387221654257,1.1973211433341129 -1143,2017-12-13,1.40039186550216,1.40039186550216,1.399917684697457,1.4521666761769818,1.4329407151241087,-0.1836945864966757,0.5759207606315613,0.0196591792628169,0.4044200628995895,1.4125519988127442 -1144,2017-12-14,1.3822897627758022,1.3822897627758022,1.450460701980851,1.458608240131859,1.4342120743932494,-0.2794495347494889,0.1993710473179817,0.0128925433382391,0.7877363959948221,1.4206313550185998 -1145,2017-12-15,1.4705773785347716,1.4705773785347716,1.3948946840993517,1.4402501744869058,1.4505824164560528,-0.0220513306344195,0.0885229236446321,0.4690888721495866,0.4423882141709327,1.39655262114913 -1146,2017-12-18,1.3978514107903734,1.3978514107903734,1.4393162421826793,1.469559037076249,1.496036693273065,-0.3529691665081124,0.4338470101356506,0.2202347541848818,0.345918208360672,1.4343484441550611 -1147,2017-12-19,1.2744717199675408,1.2744717199675408,1.357066123046042,1.352322665244886,1.4222923991853629,-0.0466260113767212,0.3713207602500915,0.1367698715999722,0.4919093519449234,1.3959019347432893 -1148,2017-12-20,1.240807969226614,1.240807969226614,1.2253714452279718,1.267615707611805,1.3019811615669188,-0.2444953446733315,0.0966724455356597,0.0167228733189404,0.8866046965122223,1.276830374367807 -1149,2017-12-21,1.2833637657604176,1.2833637657604176,1.2354169973405325,1.302561226622288,1.2527128069424855,-0.6007600786139456,0.0,0.0,0.0,1.2205443318359033 -1150,2017-12-22,1.180785637946029,1.180785637946029,1.1911526185338537,1.264073100841972,1.2514409929668815,-0.6392346711993977,0.1450341641902923,0.0745026245713234,0.7804631590843201,1.267034802973213 -1151,2017-12-26,1.055182594948756,1.055182594948756,1.0815905792027698,1.131376699076705,1.1611681189674272,-0.6023045132631846,0.0709444873034954,0.047655751928687,0.8813997268676758,1.2021233520172188 -1152,2017-12-27,0.965466200565222,0.965466200565222,0.98332972986286,1.037490938989646,1.0367249637242757,-0.5265136540792097,0.21564576420933,0.1280117970891297,0.6563424564898014,1.0823601096088613 -1153,2017-12-28,1.0245363156305172,1.0245363156305172,0.9541339037668456,1.0180049891760694,0.9691787734268656,-0.6164088355746165,0.2771446611732244,0.018494174350053,0.7043611407279968,0.9897441356708512 -1154,2017-12-29,0.9608613992492973,0.9608613992492973,0.9633949067470956,1.0254131793506265,1.039585522079843,-0.7388507060753082,0.0470985770225524,0.0279042869806289,0.9249972105026244,1.0199505836353249 -1155,2018-01-02,1.1066308915770666,1.1066308915770666,1.0528658418530596,1.0415168588693198,0.973151998496161,-0.6082551291176052,0.0249779680743813,0.5964173241518438,0.3786046858876943,1.0001202599639896 -1156,2018-01-03,1.054547481270811,1.054547481270811,1.1021527721741935,1.1147897064481709,1.116190374523113,-0.5698032488064066,0.3471671261100305,0.4116771025583148,0.2411557734012603,1.0929771427974957 -1157,2018-01-04,1.0127858039852529,1.0127858039852529,0.9969859145019068,0.9558441964905536,0.9869791673142216,0.6622922048981983,0.1434365816085654,0.6839753626571858,0.1725880488315049,1.0878728297116782 -1158,2018-01-05,1.043908645712766,1.043908645712766,0.9764228233631876,1.057620538388014,1.0465784527665791,-0.5539727936517077,0.3451686725020408,0.4857933102175593,0.1690379688516259,0.9914348477660274 -1159,2018-01-08,1.3587891937869028,1.3587891937869028,1.2869021921165351,1.1139843381774377,1.0367249637242757,0.642555238571895,0.0996681377291679,0.0097167361527681,0.8906151652336121,1.0615013200616277 -1160,2018-01-09,1.3155982835751523,1.3155982835751523,1.3148419312502873,1.3056214417562764,1.34123733459364,0.0264166626225784,0.3241130799055099,0.010314193740487,0.6655727237462997,1.28725005651467 -1161,2018-01-10,1.333223823892234,1.333223823892234,1.286588282646882,1.3474913770944787,1.2941938586902018,-0.6178624211268414,0.1195945447931687,0.0179921304807066,0.8624133268992106,1.3405385321663337 -1162,2018-01-11,1.383242887594351,1.383242887594351,1.4091786876777044,1.3999900542161774,1.3425086938627795,-0.0873945436617781,0.2371645309031009,0.044984315522015,0.7178511619567871,1.34118612006548 -1163,2018-01-12,1.3557721766658437,1.3557721766658437,1.34011366443381,1.40659287612,1.396386407897542,-0.5008487841727394,0.3778392978012562,0.02711942512542,0.5950412750244141,1.3867659877546161 -1164,2018-01-16,1.4167476327649773,1.4167476327649773,1.4121610521812376,1.4247901445530036,1.3790630010893463,-0.1262779571837933,0.116899149492383,0.0212386542310317,0.8618621826171875,1.3545334143452885 -1165,2018-01-17,1.5294880337281358,1.5294880337281358,1.474947436948416,1.5045045560867336,1.4256299446200895,0.0166276724193141,0.8235822916030884,0.0327630266547203,0.1436546891927719,1.400970853348789 -1166,2018-01-18,1.4883614701205252,1.4883614701205252,1.5267465411940726,1.5687593984235542,1.5082742082982368,-0.3053642396727479,0.7434425950050354,0.0131681794300675,0.243389144539833,1.4977404350974164 -1167,2018-01-19,1.5749022961143275,1.5749022961143275,1.4999052606622834,1.550400872041605,1.497625892359491,-0.4864946268445188,0.0476539656519889,0.0134130734950304,0.9389329552650452,1.490515909219234 -1168,2018-01-22,1.5993555356201463,1.5993555356201463,1.6135485721825102,1.656686907665575,1.567555653933309,-0.1862156489388157,0.0,0.0,0.0,1.5302044431221546 -1169,2018-01-23,1.6188868712726965,1.6188868712726965,1.6554584054249633,1.685673715094025,1.7360230341689205,-0.3554220921274919,0.1848848870999756,0.0972261918442589,0.7178889349812553,1.5838068213366359 -1170,2018-01-24,1.509322038699269,1.509322038699269,1.565202921186691,1.565216330916723,1.6498820777941727,-0.3958272280244925,0.3324944650863899,0.1637804485747919,0.5037250974599052,1.5910628089751009 -1171,2018-01-25,1.3783200751378235,1.3783200751378235,1.478086980728598,1.4505564003725118,1.5495965674905423,-0.0658633076694472,0.0193601914681494,0.6112556338310242,0.3693841289728879,1.4874380195116061 -1172,2018-01-26,1.461049764762319,1.461049764762319,1.3964642314476192,1.4394448062161742,1.4419998319764298,-0.5657377517150277,0.0790752793351809,0.4164104610681534,0.504514254629612,1.3705714041692494 -1173,2018-01-29,1.567121472107042,1.567121472107042,1.50398608376778,1.480831889181533,1.4157764555777854,-0.51856435809048,0.3123519656558831,0.254760324023664,0.4328877180814743,1.417092860373504 -1174,2018-01-30,1.5082103626120484,1.5082103626120484,1.4634890676805907,1.5434759949768884,1.499850771080487,-0.525241766721013,0.1374215653964451,0.3716062777010457,0.4909721996103014,1.5093102590946033 -1175,2018-01-31,1.6430230082411714,1.6430230082411714,1.5878061993363322,1.592110010167859,1.5375177450207838,-0.1853752947914357,0.0191765874624252,0.6317950487136841,0.3490283489227295,1.4910542151707327 -1176,2018-02-01,1.562675222059789,1.562675222059789,1.6422733095322206,1.6475076444746004,1.592984658141972,-0.6433455928392836,0.3210563418370756,0.102856216867539,0.5760874683884057,1.5931299896336564 -1177,2018-02-02,1.4753411854209986,1.4753411854209986,1.521252451849664,1.516743573674698,1.5522984332906982,-0.7552943926348521,0.2393124348350933,0.0121045896916517,0.74858301452228,1.5560625540475965 -1178,2018-02-05,1.3067062377822771,1.3067062377822771,1.403841777609948,1.3958033371245553,1.3858972392206708,-0.5828400942279234,0.4230533178363527,0.0129361589040075,0.5640105136803218,1.4649722967232817 -1179,2018-02-06,1.3200445336224054,1.3200445336224054,1.2743449151631,1.2428160780119748,1.1831008851859517,-0.4410473660632381,0.1887779305689036,0.0230271818581968,0.7881948798894882,1.3282045687489545 -1180,2018-02-07,1.4951896236108917,1.4951896236108917,1.4278578729148548,1.4386394379454397,1.402107979315137,-0.0138749119031546,0.2579053166555241,0.19743372805533,0.5446609595092013,1.2856496778069713 -1181,2018-02-08,1.0224719690263773,1.0224719690263773,1.4689827079413509,1.099490934463213,1.4707663816198162,0.7459415109738888,0.3360675855636083,0.1173416514045976,0.5465907511012308,1.455279810262946 -1182,2018-02-09,0.9460943247846028,0.9460943247846028,1.0351283850248698,0.7799891780065129,1.0991848075322,1.340798685947663,0.0351076703518629,0.42142667574808,0.5434656152501702,1.053758390178792 -1183,2018-02-12,1.030411798603964,1.030411798603964,0.9896083683395788,0.9650234596815292,1.0387906951833976,-0.1822637132187043,0.0596060557290911,0.0783967550378292,0.8619971722364426,0.8875359596334056 -1184,2018-02-13,1.1563319441385809,1.1563319441385809,1.0855146721152626,1.0658336360963063,1.0211494485579171,-0.5610135986702969,0.0,0.0,0.0,1.0348355714489361 -1185,2018-02-14,1.1348952674521913,1.1348952674521913,1.116593955029198,1.162618353368408,1.1136476559848292,-0.6994449102454622,0.1409790316829458,0.3702398985624313,0.4887810628861189,1.146144895861409 -1186,2018-02-15,1.3216323178172709,1.3216323178172709,1.2413821754312435,1.2251016619518145,1.171816434906174,-0.2537846648430186,0.0,0.0,0.0,1.1645541966933222 -1187,2018-02-16,1.3441802162892518,1.3441802162892518,1.382651316615568,1.373901743235776,1.2989619106559422,-0.3151759421502658,0.0266484171152114,0.9546949863433838,0.0186565965414047,1.2883701666847245 -1188,2018-02-20,1.332747715784589,1.332747715784589,1.3468633916568324,1.3716473571095171,1.3302711788376087,-0.6861128052586497,0.2161978334188461,0.0080829290673136,0.7757192850112915,1.350024014544811 -1189,2018-02-21,1.3094052437627313,1.3094052437627313,1.3288120253589883,1.3985405756236555,1.3550645034116997,-0.8654943473129,0.0264384150505065,0.6364002426465353,0.3371613174676895,1.3381119247312185 -1190,2018-02-22,1.5137678344448928,1.5137678344448928,1.450460701980851,1.4239852370192665,1.3471180532731086,-0.0137386382576335,0.525625191628933,0.0185586865991354,0.4558160584419966,1.335117218011004 -1191,2018-02-23,1.6071363596274313,1.6071363596274313,1.5689702839061788,1.6228683513497235,1.542603636803807,-0.2754748867551241,0.3644543260335922,0.0880163725465536,0.5475292563438415,1.4786118040190466 -1192,2018-02-26,1.6924065039637128,1.6924065039637128,1.6319133988663597,1.7075753089828034,1.6327178182478492,-0.6110260265765338,0.0,0.0,0.0,1.5847460263850666 -1193,2018-02-27,1.5903044842569685,1.5903044842569685,1.647453040323328,1.6697308327872775,1.676423748716563,-0.5071400841409627,0.0,0.0,0.0,1.6485528597044787 -1194,2018-02-28,1.4643843387223516,1.4643843387223516,1.5728943768186716,1.5442813632476218,1.617937129977934,-0.2181718188135093,0.4054901897907257,0.0089768320322036,0.5855330228805542,1.5800554831162963 -1195,2018-03-01,1.2717722596854553,1.2717722596854553,1.4697677061573085,1.3486188005261055,1.4977850396213648,-0.0328623731790919,0.1180208151539166,0.0247747631122668,0.8572044173876444,1.4612368085564176 -1196,2018-03-02,1.3383051876174334,1.3383051876174334,1.258648094429481,1.234280925142789,1.2112317551947678,-0.4400480259960835,0.0871503427624702,0.0514025762677192,0.8614470958709717,1.2752603848603812 -1197,2018-03-05,1.3101993630109796,1.3101993630109796,1.2983605613843607,1.336057727777246,1.2972131096011792,-0.7282667862731709,0.2196724709123373,0.2692537158727646,0.5110738039016723,1.2806933780024825 -1198,2018-03-06,1.2284223439034034,1.2284223439034034,1.276699460727326,1.2996627301742418,1.3188280360024187,-0.6233587914961917,0.6039150655269623,0.0089945443905889,0.3870903998613357,1.3074374234958768 -1199,2018-03-07,1.2935264932108173,1.2935264932108173,1.2159537120547197,1.2144729201683184,1.1867558157314988,-0.4594670204828376,0.4834266072139144,0.0382191035896539,0.478354305960238,1.2492065913198493 -1200,2018-03-08,1.2427137645620825,1.2427137645620825,1.228510539924506,1.2874237125862755,1.3046830273670738,-0.7867736047502218,0.1065031134833892,0.4330495332057277,0.460447359830141,1.259132419168946 -1201,2018-03-09,1.212067030942214,1.212067030942214,1.153009698927243,1.224618348841975,1.1654591838540078,-0.3460192105865373,0.1028559372061863,0.3820868942420929,0.5150571335107088,1.2562640361831987 -1202,2018-03-12,1.503288004457151,1.503288004457151,1.446850518538012,1.291127577305056,1.2371372917761263,0.2802036151313392,0.2994652825407684,0.2012836655601859,0.4992510356009006,1.2115834504754681 -1203,2018-03-13,1.4450120086401028,1.4450120086401028,1.446850518538012,1.291127577305056,1.2371372917761263,-0.2417698717629099,0.1738578168941395,0.1544688367950064,0.671673388353416,1.4354987051787194 -1204,2018-03-14,1.2034925419883102,1.2034925419883102,1.3306954821769093,1.2497404943396953,1.366666338802301,0.2128390096954179,0.3214593303079406,0.5195165450374285,0.159024095783631,1.4077745781831943 -1205,2018-03-15,1.187137229027121,1.187137229027121,1.221447352315479,1.2041666942827125,1.2493752615077611,-0.1057233489843635,0.4636952526634559,0.3752993085654452,0.1610054273623973,1.2194146877990966 -1206,2018-03-16,1.119651176276594,1.119651176276594,1.1359009592056553,1.1714755613984884,1.14686441777667,-0.2073607762688368,0.0324394181370735,0.6492285629113516,0.3183320139845212,1.1785197622320138 -1207,2018-03-19,0.995953928614789,0.995953928614789,1.0315182015820314,1.0200985780903788,1.0446714138628674,0.1031160127766938,0.0330034043484677,0.3699685434500376,0.5970280359809598,1.1190048373777932 -1208,2018-03-20,0.9481582170871136,0.9481582170871136,0.9608831819062184,1.005443916427209,1.018765422575047,-0.5146578469188756,0.0539490187074989,0.5372138991951942,0.4088370846584439,0.9882059654437109 -1209,2018-03-21,1.04311452646452,1.04311452646452,1.0580455726441664,1.02847247301062,0.94533896830463,-0.2434505800576699,0.154907095410368,0.303140732624075,0.5419521892772001,0.9579768745457005 -1210,2018-03-22,0.9251337562058592,0.9251337562058592,1.001223916884052,0.9961038560242862,1.0031903621151503,-0.4747978056039593,0.2915569901466369,0.2664076348766684,0.4420353829860687,1.0239714919380842 -1211,2018-03-23,0.8050886393430597,0.8050886393430597,0.8824004254890716,0.8716205519673125,0.9612323232882743,-0.0852595898819478,0.1423307220850672,0.2955492684351546,0.5621200182608196,0.9515191694877345 -1212,2018-03-26,0.847009322198917,0.847009322198917,0.8249509507896511,0.7252356540215602,0.8990898645911736,0.3054596641012463,0.1172125991433858,0.1542317238636315,0.7285556569695473,0.8205679344456176 -1213,2018-03-27,0.4500341981782316,0.4500341981782316,0.7728379370743402,0.4968819584158181,0.8460069774528561,1.553907955268381,0.1752845726229927,0.4476451908492229,0.3770702254365791,0.7865975754740248 -1214,2018-03-28,0.1102238481890016,0.1102238481890016,0.2141958428394611,0.0929957602239269,0.2194992269375956,3.1731568358983786,0.0848189222626388,0.6663011105465038,0.2488799604986395,0.5172882443099718 -1215,2018-03-29,0.2428135959453129,0.2428135959453129,0.2499837677981991,0.0303511936915748,0.0909236993632755,1.848872260998762,0.066557636950165,0.65776507682167,0.2756772824563086,0.27404691810657833 -1216,2018-04-02,0.0260653799399417,0.0260653799399417,0.0831289839606978,-0.0279449370632127,0.0872683141112651,2.063117144032156,0.1086116240825504,0.6197444427448014,0.2716439357027411,0.2305286597226145 -1217,2018-04-03,0.2650439375783198,0.2650439375783198,0.2874988684655029,0.1314838860042438,0.3027796249567771,2.6832530802500907,0.3120069385177511,0.3626727565903874,0.325320285416263,0.10704671024254371 -1218,2018-04-04,0.5732553377323917,0.5732553377323917,0.5232619453538968,0.0913850236824599,0.0319600935454884,2.922254342219814,0.1722315172082744,0.6465270399930887,0.1812414518790319,0.3304759686397659 -1219,2018-04-05,0.8714625617047366,0.8714625617047366,0.8040743992649279,0.674347252704329,0.6130135672437356,2.7460979431095627,0.0970710235146375,0.7832884456102664,0.119640550791071,0.5157976242432583 -1220,2018-04-06,0.7695195475682934,0.7695195475682934,0.8514783218517867,0.7919061404335841,0.798327821914846,1.474028886718774,0.1258378173742029,0.6880653496417735,0.1860968441598945,0.8878661889430365 -1221,2018-04-09,0.6164462479441423,0.6164462479441423,0.8549313260179762,0.6906121901719696,0.7883151856106713,0.731223957257612,0.0590864330530166,0.2518396511673927,0.6890739232301712,0.8029749709543655 -1222,2018-04-10,0.8552662543138485,0.8552662543138485,0.8172594951576687,0.7625968171072448,0.7660645795748623,0.8992947867336125,0.1689935000613331,0.3786728121340275,0.4523336598649621,0.6855692154471695 -1223,2018-04-11,0.7954024743019353,0.7954024743019353,0.8467692307233365,0.8588982212695068,0.7941954495836767,0.1027980409371446,0.0284830688033252,0.3557028882205486,0.6158140390180051,0.8016342709423311 -1224,2018-04-12,0.686631306675126,0.686631306675126,0.7678149364762366,0.7625968171072448,0.8193066139750544,0.1313927942223182,0.0256596209481358,0.6300019962247461,0.344338386785239,0.8142943521893045 -1225,2018-04-13,0.7860338660997841,0.7860338660997841,0.7678149364762366,0.7996359250320372,0.83964972640069,0.0674350299244239,0.2497964502361259,0.4909956021430461,0.2592079358077363,0.6981729277069701 -1226,2018-04-16,0.6410584930202631,0.6410584930202631,0.700476639857259,0.6873911778260325,0.7665411119475579,-0.1571212256200648,0.0743603045120835,0.5557310686757168,0.3699086631337802,0.7418560921924142 -1227,2018-04-17,0.5851644006463279,0.5851644006463279,0.5829092354245394,0.5827158787435295,0.6055436494778411,-0.0068795314330724,0.1031127780276749,0.5940850075955192,0.3028022308966943,0.6428602333838033 -1228,2018-04-18,0.6750398006001629,0.6750398006001629,0.709580912644506,0.6737031423825419,0.6406674501733928,-0.107335920456363,0.1715456921803324,0.3311114634240144,0.4973428414056176,0.5657127199046417 -1229,2018-04-19,0.7819051728915041,0.7819051728915041,0.7216671008516375,0.6799839091254705,0.6406674501733928,-0.2134249534945249,0.1577747346212466,0.0904956383941074,0.7517296473185221,0.6425667094611686 -1230,2018-04-20,0.6256558505759914,0.6256558505759914,0.7054996404553628,0.6993086009901008,0.70567046722606,-0.3185146464655323,0.1349288374185562,0.2363773608314139,0.6286937961620944,0.7213701364218607 -1231,2018-04-23,0.5165671261102097,0.5165671261102097,0.5742760513835982,0.5798173822954834,0.644004995608118,-0.4853363008575896,0.3070536702871322,0.0323111624033613,0.6606351787393744,0.6624429148662488 -1232,2018-04-24,0.5179963590364035,0.5179963590364035,0.5031703920451286,0.5174948709240254,0.5440373251217729,-0.3054778010440155,0.568744228531917,0.0173649995898207,0.4138907951613267,0.5653378601812769 -1233,2018-04-25,0.4740117838780348,0.4740117838780348,0.4728761073471516,0.4980093818474456,0.5201975199995391,-0.6851588897400022,0.3516109282416956,0.216593383545322,0.4317956577454294,0.5197436916920125 -1234,2018-04-26,0.5500718712808351,0.5500718712808351,0.4827649292667085,0.485931161471428,0.4447048795635339,-0.6073920626959716,0.1555174159418259,0.3089631588331291,0.5355194085942847,0.506085355009412 -1235,2018-04-27,0.686631306675126,0.686631306675126,0.619011069852931,0.6039733623105226,0.5499180438012418,-0.6054388071101694,0.1175349722193046,0.2408425501039759,0.64162247560241,0.5317496305064474 -1236,2018-04-30,0.6837728408227376,0.6837728408227376,0.6858787268092519,0.7435941804035077,0.6808771426519691,-0.6364183491919619,0.0745761082507669,0.3095475390553474,0.6158763457089662,0.6479343956160168 -1237,2018-05-01,0.7793647181797191,0.7793647181797191,0.7186847363481054,0.7551890876696857,0.6792879435655435,-0.546159771308499,0.0323108442127704,0.3386685434728861,0.6290206275880337,0.7124771838620353 -1238,2018-05-02,0.7988960538322691,0.7988960538322691,0.8133354022451761,0.8286227324604872,0.7597073285226971,0.4406431204581592,0.1567971877822721,0.4782451589902242,0.364957645535469,0.770720469651508 -1239,2018-05-03,0.5337165583196458,0.5337165583196458,0.51808221456279,0.4654795069121663,0.4453410139045684,2.3443178115649075,0.1088543902532976,0.4115722771947745,0.479573337452822,0.8001365600622207 -1240,2018-05-04,0.6867903122454273,0.6867903122454273,0.6565261705202347,0.5345651766623984,0.5122510698609456,0.3495669007015697,0.1261984046379273,0.5552510328760202,0.3185505785725333,0.5685412989966984 -1241,2018-05-07,0.8246199749956115,0.8246199749956115,0.7993653081364759,0.7865915391733376,0.7427013068253208,0.3742778550893925,0.0848109567537903,0.1296072658151388,0.7855817586183548,0.6459595742916238 -1242,2018-05-08,0.8119163385317966,0.8119163385317966,0.82746222654688,0.8482694794860107,0.795148969035533,-0.2499008659456678,0.3145129256881773,0.0271989195607602,0.6582881640642881,0.8144250257504774 -1243,2018-05-09,0.889406113162421,0.889406113162421,0.8158466780024042,0.8651785272754384,0.788950410538779,-0.2959159335832863,0.0407378640957176,0.7322275107726455,0.2270345771685242,0.8314302263564536 -1244,2018-05-10,0.8603476180390479,0.8603476180390479,0.909712345683518,0.930560793043888,0.9016330378359172,-0.3131318374674496,0.0484519812532446,0.455016255421056,0.4965317621827125,0.8659981204267434 -1245,2018-05-11,0.7974668209060753,0.7974668209060753,0.8451992342914223,0.8495581608665838,0.9048114360087686,-0.5338951432116017,0.1937041249392288,0.3366186215675303,0.4696772377938032,0.868735293571313 -1246,2018-05-14,0.6531265615044998,0.6531265615044998,0.7833545779332042,0.7294228318501792,0.8351995142522355,0.0582592711260045,0.141582681069849,0.211632222722983,0.6467850943445228,0.8145046931245258 -1247,2018-05-15,0.5294293138426948,0.5294293138426948,0.5011297559505586,0.5503472617571956,0.5441964723836467,0.5652880815614417,0.1600238907337188,0.5361250784620643,0.30385103687644,0.67726104643926 -1248,2018-05-16,0.5659510761343804,0.5659510761343804,0.5301684027699215,0.5674171067585718,0.5254425590444368,-0.3080442880346625,0.1017444538651034,0.3740333903580904,0.5242221470922231,0.5246828901230146 -1249,2018-05-17,0.5351457912458404,0.5351457912458404,0.5361331317769858,0.6062277484367806,0.5583410263125291,-0.5927199335282018,0.2545120353427003,0.1946677250020644,0.5508202489684609,0.5672286047182487 -1250,2018-05-18,0.4125597653696266,0.4125597653696266,0.4648707422455157,0.4456715019376964,0.5384749009660517,0.0503326874115282,0.2367054708302021,0.0441442944575101,0.7191502600908279,0.5811927997635947 -1251,2018-05-21,0.5343516719975929,0.5343516719975929,0.5722354152890249,0.5632299289299528,0.4857093989385561,0.488838566424115,0.181093342766604,0.2855686064919128,0.5333380545763409,0.44842902768520804 -1252,2018-05-22,0.3838188270852266,0.3838188270852266,0.517454395623483,0.4363314415347725,0.5879024028523596,0.4350559009917948,0.2832741003483534,0.2435311906971037,0.4731947114691138,0.5209033674090887 -1253,2018-05-23,0.4482878627146942,0.4482878627146942,0.3904688089338646,0.4456715019376964,0.4289706718417649,-0.2373864028319818,0.3803733875198911,0.3640080444359531,0.2556185556265215,0.4324616480618809 -1254,2018-05-24,0.428915078330816,0.428915078330816,0.4093047243640162,0.4600041084399712,0.4391424554078144,-0.6481151704325214,0.0674763580784201,0.559217575006187,0.3733060916885733,0.45971176311981793 -1255,2018-05-25,0.4447942831843604,0.4447942831843604,0.3862308065517176,0.4715990157061493,0.4269049403826428,-0.7166153895811185,0.2511118452709455,0.3538734809710429,0.3950146522659521,0.4675027198564181 -1256,2018-05-29,0.5227601659226315,0.5227601659226315,0.4939093890648794,0.4802949657872844,0.4408908017561139,-0.3097249963294226,0.0402217982336878,0.5078512832522393,0.451926939189434,0.47549519870149387 -1257,2018-05-30,0.6491568738665227,0.6491568738665227,0.6274875237008726,0.5680612170803598,0.5168599745648123,0.1043424755863835,0.1066976229406215,0.5268223859708417,0.3664800152182579,0.4954763660208497 -1258,2018-05-31,0.5381628083668998,0.5381628083668998,0.5546551377374864,0.5894794978593005,0.5791611258173245,-0.2522402301937797,0.2173505555838346,0.5296628691256047,0.2529865644872188,0.5851484010791012 -1259,2018-06-01,0.6507446580613866,0.6507446580613866,0.5794557821747024,0.6041341595224702,0.5577053466779589,-0.3647341245714325,0.0505738258361816,0.2656079321168363,0.6838182099163532,0.5604006876969596 -1260,2018-06-04,0.7288695463699573,0.7288695463699573,0.6901167291913981,0.7605032281929353,0.692479432749033,-0.5070492350439486,0.0478345421808106,0.2131269313395023,0.7390385227543967,0.619431590053502 -1261,2018-06-05,0.6397882656643697,0.6397882656643697,0.6712808137612447,0.6508353830110806,0.7458801597046364,-0.2350924631323769,0.1489830690092946,0.2138724888331796,0.6371444436280351,0.7258100581683812 -1262,2018-06-06,1.090275124314248,1.090275124314248,1.0538075702620202,0.8237919050470754,0.7903809170697934,2.665741916800632,0.5060680549471609,0.1346806708062368,0.3592512758989488,0.647799014708135 -1263,2018-06-07,1.0361278217054803,1.0361278217054803,1.176711884762497,1.083064739046628,1.0391089897071462,1.6614051493102608,0.1415034489085277,0.2258453104489793,0.6326512321829796,1.0284574145916843 -1264,2018-06-08,1.0610580779222027,1.0610580779222027,1.0900665839670631,1.1405559622676809,1.0844041192622855,0.2668487978702732,0.3716031138319522,0.2328155658518274,0.3955813410381476,1.1258630244260206 -1265,2018-06-11,1.2903504705194573,1.2903504705194573,1.2498581801955355,1.2267119377562845,1.1401893269072203,1.39753394703294,0.3553622864186764,0.0620954059064388,0.5825423002243042,1.1692688129756417 -1266,2018-06-12,1.4597795374064266,1.4597795374064266,1.5686563744365254,1.4763226561920202,1.4928578403937514,3.478864047350672,0.2310013991082087,0.6306857254821807,0.1383128857705742,1.2813911378754124 -1267,2018-06-13,1.4916960440805578,1.4916960440805578,1.446693788345009,1.5053099243574657,1.5248032429164515,0.554068218080206,0.252578449793733,0.2856023375374766,0.4618191860902768,1.4999783911441715 -1268,2018-06-14,1.697170310849938,1.697170310849938,1.6279897550375153,1.6148165115903756,1.539424783924493,0.8972961065993034,0.0839408673346042,0.079283095896244,0.8367760266576495,1.562271127249993 -1269,2018-06-15,1.7043160211792776,1.7043160211792776,1.7209132452260196,1.689700095710695,1.6381210951416976,0.8671569186648908,0.1431890142460664,0.0770683176815509,0.7797426631053289,1.6683777014024315 -1270,2018-06-18,1.9053440379014064,1.9053440379014064,1.863124563902954,1.7420375148834475,1.6629144197157884,1.1453595659961786,0.2687844396210633,0.2289414518297864,0.502274136703748,1.6869508655691487 -1271,2018-06-19,1.6150757349033895,1.6150757349033895,1.8045766306015707,1.6091798551692331,1.818031618212499,1.3017789987801267,0.1504331116254131,0.4689849138880769,0.3805819782118002,1.8096124034701886 -1272,2018-06-20,1.7686260512384455,1.7686260512384455,1.7163613333742198,1.7017778553497145,1.704872458542666,0.307390207412795,0.0590831816662102,0.7326012095436454,0.208315641619265,1.5860580056235098 -1273,2018-06-21,1.5350459598626114,1.5350459598626114,1.7450860707239308,1.609502371067126,1.7678092894297477,0.2127708728726574,0.0454960297793149,0.6132296323776245,0.3412743359804153,1.7375880920503475 -1274,2018-06-22,1.314645613058233,1.314645613058233,1.525961542978115,1.379699196868865,1.601567242621594,0.7349260579609347,0.0563043155707418,0.4336195300177981,0.5100761547219008,1.5296290742636567 -1275,2018-06-25,1.3048004424468072,1.3048004424468072,1.3096622004591814,1.3072312568237476,1.2611357894537722,-0.0224828638452362,0.0504599018022418,0.0560522768646478,0.893487791220347,1.2939504580681478 -1276,2018-06-26,1.4475524633518877,1.4475524633518877,1.3894010438385915,1.2798547251997705,1.3553823432289849,0.0958935095640765,0.1122566107660532,0.3284824926199184,0.559260874779688,1.2946358239142999 -1277,2018-06-27,1.487250248334934,1.487250248334934,1.5030443553588184,1.5004786362070592,1.497625892359491,0.2960340702860382,0.0482120940254794,0.5866310464011298,0.3651568446722295,1.3751069029299612 -1278,2018-06-28,1.573473063188134,1.573473063188134,1.6008341159524242,1.606925469042977,1.555794671280833,0.3106380626310474,0.2774643037611475,0.2895279701512593,0.4330077364754218,1.472624654871971 -1279,2018-06-29,1.4626375489571857,1.4626375489571857,1.551233276161636,1.5473411176446132,1.6300154977412329,-0.1221670355439074,0.2173550393432378,0.2204487598811586,0.5621961923937003,1.5656070272266034 -1280,2018-07-02,1.337511068369186,1.337511068369186,1.7226399718509375,1.3450757330192753,1.737135700882649,2.664038496231618,0.3032409190074415,0.232200559153146,0.4645585083981624,1.46586597755797 -1281,2018-07-03,0.953081029543641,0.953081029543641,1.2157965327780682,1.0204206332512729,1.2870417807415917,1.1929190682830362,0.1488725888054995,0.3418749075915132,0.509252508570041,1.2906392269717588 -1282,2018-07-05,0.9260864267227776,0.9260864267227776,0.9316878048938532,0.8035005869627653,1.0011241759495677,2.372549168462025,0.0795272352794806,0.4422871206576625,0.478185632576545,1.0364688419969301 -1283,2018-07-06,0.9219577335144976,0.9219577335144976,0.8952716119121606,0.896581439516088,0.8611055055400548,0.4168179447662234,0.028746773281859,0.5209487958086861,0.4503044094890356,0.9456069207813314 -1284,2018-07-09,1.0745549250310047,1.0745549250310047,0.9965148257556026,0.9932048988392432,0.9729933059407488,0.1286673213118966,0.079987251613703,0.4328892434843712,0.4871234877241982,0.9711011359301737 -1285,2018-07-10,1.1374357221639773,1.1374357221639773,1.1402956917808045,1.173569150312798,1.1727699543580294,0.5544543267425158,0.3176944551660734,0.0627306895604466,0.6195748566704637,1.0719058671950215 -1286,2018-07-11,1.081700635360344,1.081700635360344,1.050197386819181,1.107059921849717,1.0335461108449624,-0.4874485423631663,0.2868699398464881,0.0686673652022503,0.6444627103897241,1.1536279087019117 -1287,2018-07-12,1.045972992316906,1.045972992316906,1.0704461194045989,1.0700208139249254,1.1230246126544354,-0.2973240945870041,0.2791147295252553,0.1318708139671278,0.5890144652553967,1.1005059181984091 -1288,2018-07-13,1.0802714024341502,1.0802714024341502,1.0131529258145338,1.013334958974607,1.030049872854826,-0.263573655046283,0.4036093153059482,0.0827907509170472,0.5135999724268914,1.0411801214258862 -1289,2018-07-16,0.941012506757774,0.941012506757774,0.9437744421846324,0.9650234596815292,0.9685430937922952,0.1790658578804432,0.1927253363484686,0.6114237608642064,0.195850907401605,1.031244640536703 -1290,2018-07-17,1.140929301694311,1.140929301694311,1.094147407072558,1.0012571993355863,0.9224531373407124,-0.0077425978547059,0.1691386096977762,0.151818244451923,0.6790431354727063,0.9271191443087139 -1291,2018-07-18,1.1593489612596404,1.1593489612596404,1.106077314170334,1.1260620978164564,1.1797633397512275,-0.3193550006129123,0.0980860711008842,0.552546716827367,0.3493672276714018,1.0777753922610411 -1292,2018-07-19,1.1018670846908405,1.1018670846908405,1.0753114916424038,1.0899896161113447,1.0419695480627125,-0.2532395702609343,0.3472651571035385,0.3956815459299833,0.2570532726123929,1.1347359558656662 -1293,2018-07-20,0.9962714854537622,0.9962714854537622,1.070602849597601,1.0529505081865522,1.1198457597751217,-0.4242857076641451,0.1417224491015076,0.2090781938284635,0.649199341237545,1.0864947092726411 -1294,2018-07-23,0.8314476741843457,0.8314476741843457,0.7921449412507968,0.7493916340365967,0.8116780036537478,0.8999988672354714,0.0755815889065464,0.4972943736240268,0.4271240246792634,1.0047813674191621 -1295,2018-07-24,0.7398259387669741,0.7398259387669741,0.8269915868842227,0.7443990879372442,0.8526820683223056,0.5815500699269575,0.1212820226157253,0.5987442399121143,0.2799737260422923,0.7777649246214073 -1296,2018-07-25,0.9194172788027136,0.9194172788027136,0.8568147828358964,0.7758020001778938,0.7306229390620247,0.0102455233540767,0.2597277397289872,0.3766278363764286,0.3636444061994552,0.7575390646531884 -1297,2018-07-26,0.8862300904710604,0.8862300904710604,0.8737672414481279,0.9229918056573844,0.8595163064536291,-0.5450468698700768,0.0,0.0,0.0,0.8724389624578913 -1298,2018-07-27,0.7358562511289953,0.7358562511289953,0.8265204981379186,0.7893292384094351,0.8976598127666217,-0.3013895916783831,0.1271969478577375,0.5881474554538727,0.2846556186676025,0.9146721449836533 -1299,2018-07-30,0.6245446287904011,0.6245446287904011,0.6445967125061061,0.6410120094983163,0.7172727573231238,-0.0491016492703542,0.2060930090239988,0.3045106064170025,0.489396383985877,0.7691753873709722 -1300,2018-07-31,0.7510998880029658,0.7510998880029658,0.6794433581395312,0.6883578040457116,0.6592626709571922,-0.4436592776023922,0.3718436112006505,0.1172233863423268,0.5109329856932163,0.631086265464784 -1301,2018-08-01,0.7939732413757408,0.7939732413757408,0.7529035630422234,0.7516460201628548,0.7504890644085029,0.7038783790563816,0.2670410651092728,0.2660490602526503,0.4669098651890332,0.7115236184268092 -1302,2018-08-02,1.5672804776773437,1.5672804776773437,1.490487078405383,1.2373406795397808,1.2344354259759704,3.675915738774156,0.3570916732864045,0.145345746346454,0.4975625879880858,0.7596831121124339 -1303,2018-08-03,1.545525789850352,1.545525789850352,1.5691274631828305,1.5492734486099773,1.542285342280059,1.5049630042520592,0.1327228844165802,0.3625540789216757,0.5047230443451554,1.471447579848072 -1304,2018-08-06,1.447393912083215,1.447393912083215,1.5688131046295284,1.5378397992927448,1.5049366628635117,0.3484085747146405,0.4125020517967641,0.2446150423493236,0.3428829191252589,1.5966324939317622 -1305,2018-08-07,2.0441263711685083,2.0441263711685083,2.0786393572895774,1.494842440522914,1.4791898188375654,5.415857644787324,0.1601270548999309,0.1793163428951244,0.6605566055592844,1.5547259059289318 -1306,2018-08-08,1.897563213894121,1.897563213894121,2.002981337015663,1.945269064991467,1.880491916726885,3.983939602200307,0.1332357266726784,0.1840674030976608,0.6826968709580027,1.76027082948062 -1307,2018-08-09,1.6134884050101543,1.6134884050101543,1.7576433476773656,1.600806420985991,1.8242301767092528,2.306093053996244,0.1026682362866562,0.2902701885968044,0.6070615664325856,1.7900611837480254 -1308,2018-08-10,1.661760224645474,1.661760224645474,1.6476102195999778,1.6051543960265575,1.6406642683864412,1.026983192586866,0.1177613268701885,0.2400667572585054,0.6421719130415183,1.6066459141816452 -1309,2018-08-13,1.676369202143126,1.676369202143126,1.697682597220717,1.653787950480532,1.753982120611686,0.7798509364343846,0.1221599217827374,0.2221719471889795,0.6556681261530944,1.6800130707335401 -1310,2018-08-14,1.5371103064667495,1.5371103064667495,1.6350529426465423,1.6228683513497235,1.7113888568567033,-0.0099684007315502,0.0990010536298519,0.1476802638413884,0.753318689763546,1.655104652109956 -1311,2018-08-15,1.394992944937986,1.394992944937986,1.4041556870796017,1.38195404373212,1.4485162302904682,0.4703734874560085,0.0459819653071463,0.4212241853028536,0.5327938502281904,1.530280833229507 -1312,2018-08-16,1.3435451026113054,1.3435451026113054,1.369466220722827,1.4090085201952025,1.4167299750296434,-0.2194664184459596,0.199733439195705,0.4478840416689452,0.3523825181550101,1.3389084792983688 -1313,2018-08-17,0.8679694364760314,0.8679694364760314,1.126011688202451,0.921220271903968,1.1559235346289902,2.709190497447603,0.0853855453972374,0.2910001819292384,0.6236142748666387,1.323997630871192 -1314,2018-08-20,0.9146539262181166,0.9146539262181166,0.8392349543680039,0.674347252704329,0.650521393922157,2.3557193732401718,0.1255349605702437,0.4791107141197874,0.3953543294292803,0.8618355150293788 -1315,2018-08-21,1.128384670800799,1.128384670800799,1.0949324052885154,1.0093090390949344,0.951060539722225,1.394967460042293,0.1123044861480593,0.2682337097078562,0.6194617937505246,0.8962584943250346 -1316,2018-08-22,1.1242564318941484,1.1242564318941484,1.0806484017101623,1.1006183578948407,1.1141241883575266,-0.2462669020651056,0.1056472975760698,0.1715157781062381,0.7228368946484157,1.128856181892888 -1317,2018-08-23,1.0998027380867004,1.0998027380867004,1.1346448722433935,1.1558547342526369,1.0866289979832808,-0.4276698365279186,0.2350024328782008,0.1021951247866337,0.6628024520782324,1.172286281802727 -1318,2018-08-24,1.142993648298451,1.142993648298451,1.0801777620475053,1.1767897019217382,1.1114223225573716,-0.7785063369219429,0.0990348913542488,0.2866873199887135,0.6142778094200527,1.1276550338554396 -1319,2018-08-27,1.0866229935152425,1.0866229935152425,1.0580455726441664,1.0062492846979427,1.0685112189851027,1.373867757260779,0.0470353068397721,0.58792013375134,0.3650445586479292,1.1495246516250799 -1320,2018-08-28,0.968959780095556,0.968959780095556,1.0021656452930134,1.0445766132663112,1.0750271625926795,0.1405458407464842,0.0839829310878283,0.6003372391892804,0.3156798135282265,1.0219269542130651 -1321,2018-08-29,0.8601886124687466,0.8601886124687466,0.891818607745972,0.923797173928117,0.9456572628283794,0.0947351835771473,0.0207028101431205,0.6296907088253647,0.3496064855717122,1.0198960022481682 -1322,2018-08-30,0.830653554936099,0.830653554936099,0.7780181169490945,0.8276565669778027,0.8183530945231989,0.0423379668742914,0.0584260374307632,0.4118243775123523,0.5297496053907607,0.8831332199672188 -1323,2018-08-31,0.8069939803768976,0.8069939803768976,0.7891625767472646,0.8418283762681298,0.8142207221920297,-0.3759312757784147,0.0492934472858905,0.1303589810781619,0.8203475896049949,0.8085676563645668 -1324,2018-09-04,0.6051718444065228,0.6051718444065228,0.6774027220449595,0.6711267010953899,0.7338013372348761,0.2998497323606285,0.1822464207070879,0.2265579597442411,0.5911956421332434,0.8077982733176607 -1325,2018-09-05,0.4748054488246528,0.4748054488246528,0.4983045707236762,0.4968819584158181,0.5448316973117545,0.1568305413862534,0.2701676326936909,0.3326334791657115,0.397198889005397,0.631087457198128 -1326,2018-09-06,0.4781400227846853,0.4781400227846853,0.5672124146909212,0.5242584900397973,0.5408589269489215,0.1023210831778208,0.1566135247703641,0.4694469266881545,0.3739395483086506,0.4951687200580882 -1327,2018-09-07,0.196923225451476,0.196923225451476,0.2090156629647069,0.0954114042991304,0.1482981060946369,3.511683283646999,0.0811190998945862,0.4772663943182963,0.4416144925575608,0.4943986219711756 -1328,2018-09-10,0.5503894281198092,0.5503894281198092,0.4865318429025506,0.3973600026446152,0.3574517111815211,1.6473689638215894,0.3200231345370412,0.3325380420312285,0.3474388493224978,0.2942556171146432 -1329,2018-09-11,0.4541628913865116,0.4541628913865116,0.4232743693890688,0.438425030449082,0.4561480223987256,0.4859768198681723,0.2175264267383941,0.3818675417985235,0.400606029267822,0.4814599730550352 -1330,2018-09-12,0.6304196574622202,0.6304196574622202,0.5880889662156461,0.5205550860580138,0.4874577452868556,0.6779863864073762,0.1566963308801253,0.1916905933991074,0.6516130775213241,0.4667919998833719 -1331,2018-09-13,0.6132702252527816,0.6132702252527816,0.6273307935078687,0.6257132375133594,0.5920343204770673,-0.1567124046835015,0.0392802180722355,0.368370287741224,0.5923494845628738,0.5802320839283044 -1332,2018-09-14,0.7044158525625092,0.7044158525625092,0.6639037166825634,0.6472927762412456,0.603795757836004,-0.0601171022833082,0.2190904998117023,0.1279227822605106,0.6529867342776723,0.6275217910327884 -1333,2018-09-17,0.6986993751593635,0.6986993751593635,0.7194697345640629,0.6732202900097011,0.6241388702616405,-0.0324081276940217,0.13708848901093,0.3465025858953595,0.5164089319109917,0.6647912850073284 -1334,2018-09-18,0.5418149391659054,0.5418149391659054,0.7472527435048126,0.4698274819527329,0.7298281121655806,2.161574852921137,0.1443457613522942,0.3700790193334624,0.4855752156392948,0.6706984688470194 -1335,2018-09-19,0.7650737518226715,0.7650737518226715,0.7058135499250163,0.5503472617571956,0.4726770570169403,0.2872217078756749,0.178523202581952,0.4115120597804586,0.4099647294109066,0.5744512238230807 -1336,2018-09-20,0.7541169051240235,0.7541169051240235,0.7996792176061295,0.7569601606861043,0.8390140467661188,0.072477154808704,0.556976483735655,0.2852511743881872,0.1577723734080791,0.6980934390929233 -1337,2018-09-21,0.7663439791785622,0.7663439791785622,0.7149178227122632,0.7898125515192763,0.7458801597046364,-0.4496553180053197,0.3440330425898234,0.3080837816620866,0.3478831897179286,0.7618680956120468 -1338,2018-09-24,0.7755535818104122,0.7755535818104122,0.7529035630422234,0.7609865413027748,0.7582768219916818,-0.4967832870813604,0.0624366179108619,0.0852189933260281,0.8523443738619486,0.775373115799938 -1339,2018-09-25,0.7963551448188547,0.7963551448188547,0.7780181169490945,0.8080098199522792,0.7824344669312024,-0.5788427339593051,0.1746361977420747,0.1517342685256153,0.6736295446753502,0.7707692115452788 -1340,2018-09-26,0.9327555746428434,0.9327555746428434,0.923839619068868,0.8822488330138115,0.8127902156610144,0.1846303650725541,0.392666095495224,0.1976126371882856,0.4097212344408035,0.7993843379754685 -1341,2018-09-27,0.9000449487204647,0.9000449487204647,0.9406348984044496,0.9756517407280276,0.9874561543933787,0.335871399326701,0.0503567838110029,0.6043051495083741,0.3453380671995026,0.8930293736560492 -1342,2018-09-28,0.2212179136886229,0.2212179136886229,0.3604879846218911,0.2292347687590273,0.3097721009370502,6.045873420305537,0.0943948970608679,0.4753600561858287,0.4302450453064271,0.918209745828741 -1343,2018-10-01,0.9505401205302256,0.9505401205302256,0.8853827899926037,0.8812826675311295,0.8741378474616713,3.349449508654151,0.2731027548702863,0.1228349471751314,0.6040623049036815,0.5908950584373512 -1344,2018-10-02,0.7968317072281291,0.7968317072281291,0.9701446339701176,0.8506851235612142,1.0041438815670058,1.0704771977823444,0.2419183492445601,0.3165427833222426,0.4415388603766377,0.9721254903260352 -1345,2018-10-03,0.6980642614814173,0.6980642614814173,0.7780181169490945,0.7286174635794448,0.8353586615141093,0.2191075973893877,0.1984857790368168,0.4380928232383571,0.3634214002246919,0.8011782541782377 -1346,2018-10-04,0.492113886604391,0.492113886604391,0.6116339727742497,0.5047730009632159,0.686280874252279,0.6322892906093068,0.2746415615081787,0.3396841773142417,0.3856742568314075,0.7133095500161736 -1347,2018-10-05,0.1764392192820066,0.1764392192820066,0.311514514686762,0.2202163027800013,0.379543169955457,2.478865324242722,0.0840386028626355,0.5278128275711989,0.3881485557247852,0.4945166333655683 -1348,2018-10-08,-0.0044223481096251,-0.0044223481096251,0.1997551090681045,0.0430735243893804,0.2185457074857402,1.4632178441741013,0.1667401830976208,0.3816950536953906,0.4515647478401661,0.2719476798210684 -1349,2018-10-09,0.1899365206924379,0.1899365206924379,0.1842150185274892,0.1123204520885581,0.0712162665722093,1.142497819440236,0.2174732606858015,0.3643080634996295,0.418218670785427,0.08594790559982235 -1350,2018-10-10,0.0959328818319523,0.0959328818319523,0.1644373746883754,0.0232655194149097,0.2199762140167545,1.313907353231503,0.1467616575268598,0.3805725964932487,0.4726657557945985,0.15267793419047404 -1351,2018-10-11,0.0220952380003335,0.0220952380003335,0.1132665384656727,0.0435563767622229,0.1074527339814902,0.2583316950252056,0.174198070827585,0.2832572127047639,0.542544721554105,0.11626152018525808 -1352,2018-10-12,0.1261030530425461,0.1261030530425461,0.1091852662765294,0.0915462816314054,0.1626018072853932,0.0388629889135039,0.2739007361233234,0.1263125942088663,0.5997866697609424,0.07205842478681365 -1353,2018-10-15,0.1389647864734016,0.1389647864734016,0.1294339988619474,0.1322892542749773,0.1317690714764221,-0.1885777254611811,0.466998279094696,0.0097544366493821,0.5232473611831665,0.10148009399924307 -1354,2018-10-16,0.408907634570621,0.408907634570621,0.3507563419789847,0.2562897059591086,0.2372996208249509,0.5669233653076947,0.2408408187329769,0.2840672489255667,0.4750919391711553,0.11948566536753213 -1355,2018-10-17,0.3325299903288466,0.3325299903288466,0.4342620989942368,0.3136192104942172,0.5027154206359298,0.3691221688338449,0.2203414492647756,0.1727128079669042,0.6069457507268949,0.2767074032104595 -1356,2018-10-18,0.2075620610095198,0.2075620610095198,0.2506120358211529,0.2685282628100777,0.2943561877390271,-0.3654609173475449,0.2890071796460284,0.0946263991192811,0.6163664327727424,0.31292143854885884 -1357,2018-10-19,0.1454749288231654,0.1454749288231654,0.2295783050197783,0.1155410036974982,0.2641591315646264,0.5326505434591428,0.1099703479558229,0.3718779511483652,0.5181517354877931,0.255096898063145 -1358,2018-10-22,0.1605604687300917,0.1605604687300917,0.1071446301819578,0.1008863420343285,0.1575163702088309,-0.3247832341595021,0.1609754305100068,0.3680198907386511,0.4710046518594026,0.13260470547029185 -1359,2018-10-23,0.6875839771920462,0.6875839771920462,0.6733214498558163,0.2540348590958536,0.2082152313642794,2.724907391231034,0.4595305501134135,0.3313365895301103,0.2091328836977481,0.1299764418566999 -1360,2018-10-24,0.5980265883788128,0.5980265883788128,0.7755063921082188,0.634570906280437,0.7991221941048284,2.9589573774134923,0.344056025429657,0.2675998846464085,0.3883440808364839,0.5680936243660133 -1361,2018-10-25,1.0165969403545598,1.0165969403545598,1.035442294494525,0.8806385572093415,1.056114556698058,3.1366582111729824,0.4296957389451563,0.1779594014112193,0.392344850473679,0.7668346443232945 -1362,2018-10-26,1.2712956972761809,1.2712956972761809,1.332108299332174,0.9714645628994084,0.9135527130438036,4.632216046218345,0.0342525139197029,0.4982978003099561,0.4674496848813512,1.0784260786668818 -1363,2018-10-29,1.3340179431404808,1.3340179431404808,1.4460655203220545,1.291127577305056,1.3779503343756172,1.6933613191849544,0.739073783159256,0.0299919380806386,0.2309342786669731,1.3292470970783123 -1364,2018-10-30,1.255416946724266,1.255416946724266,1.300715106948585,1.2228468150885596,1.23364105378599,0.4761424051164009,0.1293629441643133,0.2644051293609664,0.6062319069169462,1.3063603348995418 -1365,2018-10-31,1.3732391657142535,1.3732391657142535,1.3650710390640304,1.3329979733802546,1.299597135584049,0.1349131967316128,0.0507076364010572,0.0904625011608004,0.8588298559188843,1.277903291897438 -1366,2018-11-01,1.4837566688046002,1.4837566688046002,1.4567393404575688,1.4236627211213762,1.3905061439245363,0.2202659233763169,0.3494197793982245,0.0929202552122825,0.5576599727977406,1.3437406004884096 -1367,2018-11-02,1.5175789708141996,1.5175789708141996,1.478086980728598,1.523185137629575,1.4776006197511395,0.1766356445353173,0.2401588888695607,0.0753610168512051,0.684480109037115,1.428027609671657 -1368,2018-11-05,1.4380253038810655,1.4380253038810655,1.39583686159196,1.3497457632207368,1.426106931699247,0.1818594676136254,0.0339217036962509,0.9119364619255066,0.0541418343782424,1.4741244512854335 -1369,2018-11-06,1.4326263833168913,1.4326263833168913,1.4718078931682326,1.4455643150101565,1.4033797932907408,-0.0607303336881531,0.1164656486362218,0.1875300955337782,0.6960042460511128,1.3707111944905044 -1370,2018-11-07,1.5453672385816803,1.5453672385816803,1.5091662636425331,1.5214136038761588,1.4712433686989734,0.0781779356463359,0.0625293254852294,0.0294720195233821,0.9079986214637756,1.4023632745879544 -1371,2018-11-08,1.5968150809083614,1.5968150809083614,1.6096244792700176,1.6444478900776096,1.5532519527425528,0.0137205013148643,0.1223072681043829,0.0795189495963443,0.7981737981151257,1.499228671697442 -1372,2018-11-09,1.582682665819984,1.582682665819984,1.5534306424492113,1.5927541204896467,1.5611984028811443,-0.4386852895408727,0.1031747460365295,0.0895925627734798,0.8072326871064993,1.5737530013263905 -1373,2018-11-12,1.2773297315182996,1.2773297315182996,1.4871908044321973,1.352966775566674,1.5511857665769682,-0.0201662118713778,0.6199691891670227,0.0131892152130603,0.366841584444046,1.5437094037233785 -1374,2018-11-13,1.3956285129175616,1.3956285129175616,1.4074519610527871,1.3829202092148012,1.3094510793328134,-0.3592377542020822,0.0631935223937034,0.1401885902243001,0.7966178698199136,1.2751956737398003 -1375,2018-11-14,1.4793104187573471,1.4793104187573471,1.4452809711897436,1.4626346207485297,1.4610715851329248,-0.4519719699791781,0.0307783434788386,0.5241089258342981,0.4451126977801323,1.3584583881138534 -1376,2018-11-15,1.5498134886289343,1.5498134886289343,1.468354889002044,1.4930709067694994,1.4551913211599186,-0.5461370590342455,0.5968873954067627,0.317023179338624,0.0860894421736399,1.439922419351761 -1377,2018-11-16,1.6430230082411714,1.6430230082411714,1.580114743704349,1.5909825867362313,1.5006455979769309,0.0399531780776725,0.2072073081508278,0.5069095557555556,0.2858831385771433,1.4965752774069576 -1378,2018-11-19,1.6296847124010416,1.6296847124010416,1.75356252457187,1.7159492039030446,1.6778542552475777,0.608373265820357,0.2875282779335976,0.0396281365305185,0.6728435397148133,1.5976292597007096 -1379,2018-11-20,1.5347284030236366,1.5347284030236366,1.487504713901851,1.404660545154636,1.4459730570457243,0.2213106879919785,0.6260643005371094,0.0084089152514934,0.3655267357826233,1.6353011424388615 -1380,2018-11-21,1.3870535696620283,1.3870535696620283,1.539303818147508,1.466660540628203,1.6088780131256146,-0.5322598594653487,0.0468038134276866,0.0172158628702163,0.9359803795814514,1.4866176302775753 -1381,2018-11-23,1.1907893598261263,1.1907893598261263,1.2944364684718672,1.2758288053200977,1.328364139933898,-0.6422326914008615,0.0,0.0,0.0,1.397052314940282 -1382,2018-11-26,1.5110688284644351,1.5110688284644351,1.4313108770810443,1.2669720580270147,1.1797633397512275,0.2184489414360358,0.1191315299365669,0.4183149016462266,0.4625535607337951,1.2088734488511426 -1383,2018-11-27,1.4780401914014547,1.4780401914014547,1.44292642562552,1.436062996658287,1.4189548537506376,-0.1526241953178691,0.0360164723048607,0.7876248310009638,0.1763586932793259,1.4200049799729773 -1384,2018-11-28,1.540762437265757,1.540762437265757,1.4636457978735946,1.5441201052986764,1.5133601000812615,-0.6592668970909966,0.15086432586291,0.1820853474949087,0.6670503469982317,1.4532991494451672 -1385,2018-11-29,1.434373173082059,1.434373173082059,1.45140287947346,1.5012840044777935,1.5294121476203182,-0.8970416962510304,0.264828885346651,0.019830877892673,0.7153401911258698,1.5094061936287977 -1386,2018-11-30,1.582206557712338,1.582206557712338,1.5157588115889045,1.480509834020639,1.4472448710213277,-0.3182420991744902,0.2800215788185596,0.3713338216766715,0.34864462018013,1.4381335084290368 -1387,2018-12-03,1.7093969306028485,1.7093969306028485,1.741789796750746,1.7017778553497145,1.7360230341689205,0.2898563316890825,0.3547775919238726,0.2746745360394318,0.3705478558937708,1.5303459018700911 -1388,2018-12-04,1.7286107094164254,1.7286107094164254,1.783856809269848,1.7017778553497145,1.6732453505437117,0.3251512058790426,0.4079968724399805,0.0235216664150357,0.5684814751148224,1.670902269318426 -1389,2018-12-06,1.7819643470785749,1.7819643470785749,1.763451346491427,1.6818090531632943,1.6726092162026789,0.1844713791527795,0.4705771403387189,0.0159977254224941,0.5134250996634364,1.6944297073429473 -1390,2018-12-07,1.7011404527895464,1.7011404527895464,1.9535372274178773,1.792764658251729,1.8790614101958707,1.0177165846914324,0.2203065063804388,0.1329916512374492,0.6467018394785768,1.7193314522598047 -1391,2018-12-10,1.8151510811085976,1.8151510811085976,1.741475887281091,1.7198138658337727,1.7360230341689205,-0.0946624714229024,0.2529840469360351,0.0531491665169596,0.6938668042421341,1.6942515432080147 -1392,2018-12-11,1.8407164510032672,1.8407164510032672,1.8386378289353895,1.8343129991660352,1.8935242586485024,-0.1638667710733583,0.0598619753228766,0.2563929496599095,0.6837450936436653,1.7568171862496191 -1393,2018-12-12,1.838175996291482,1.838175996291482,1.834557005829894,1.9137053555388697,1.88573650106532,-0.4549927024548955,0.2905839625746012,0.0442848056554794,0.6651312410831451,1.775355909322694 -1394,2018-12-13,1.99998279043984,1.99998279043984,1.921359036818332,1.9393108141464293,1.8973383364559224,0.0762246800605337,0.270393275655806,0.194272463209927,0.5353342704474926,1.77544755361685 -1395,2018-12-14,1.8240435812031053,1.8240435812031053,1.9281087640413557,1.900339375256273,1.97442017597835,-0.1573256360883464,0.2656217597170986,0.364768760278821,0.3696094856343486,1.8844523040886365 -1396,2018-12-17,1.5494959317899604,1.5494959317899604,1.7370807056222943,1.571013784549812,1.7678092894297477,0.1462011970356091,0.1062562018632888,0.4064083993434906,0.4873354136943817,1.76873761819662 -1397,2018-12-18,1.3686339100967,1.3686339100967,1.514973813372947,1.406914931280894,1.5856738876379513,0.0158327428204411,0.2650538524612784,0.3745235446840524,0.3604225879535079,1.5081392619107588 -1398,2018-12-19,1.3041653287688626,1.3041653287688626,1.443711423841476,1.3433046600028584,1.3800165205412018,0.2825202671051976,0.0297868803143501,0.2996570140123367,0.6705561280250549,1.3457700031999593 -1399,2018-12-20,1.0248538724694904,1.0248538724694904,1.1812637966142967,1.0555269494737043,1.2123439672020346,0.4636960788254755,0.1797368675470352,0.028334766626358,0.7919283509254456,1.298197199839601 -1400,2018-12-21,1.094562823092829,1.094562823092829,1.0742130330404411,1.064706212664679,1.0589751150536235,0.2240588731766536,0.0860219712679584,0.0646908081447084,0.849287211894989,1.0231514602240566 -1401,2018-12-24,0.7074328696835686,0.7074328696835686,0.9334145315187714,0.7870748522831771,0.996991803618398,-0.3339589929579216,0.0367292668670415,0.6916458656390508,0.2716249159226815,1.0742118712157207 -1402,2018-12-26,1.1949175987327771,1.1949175987327771,1.1291512319826336,0.7691996390110674,0.7824344669312024,0.257286930409544,0.5624266788363457,0.0180438486859202,0.4195294864475727,0.7647842075182226 -1403,2018-12-27,1.0367629353834258,1.0367629353834258,1.0538075702620202,0.8885295997567401,1.0977543010011857,0.35086150033402,0.067513537282745,0.1178492282827695,0.8146372437477112,1.0302410818876948 -1404,2018-12-28,1.3184562951259102,1.3184562951259102,1.2746588246327537,1.1608468196149924,1.149566283576826,0.6606342088776918,0.1569106042385101,0.0666085728444159,0.7764808245003223,1.0017429240852218 -1405,2018-12-31,1.3014658684867746,1.3014658684867746,1.3212777490036565,1.271158775118636,1.383036226158642,-0.1653430688998367,0.1095553287304937,0.2238168292678892,0.6666278410702944,1.272132442352304 -1406,2019-01-02,0.9413305178983776,0.9413305178983776,0.9433033534383284,0.8450489278770706,0.879382886506569,1.0511944769411117,0.1550298222778912,0.6670031375525629,0.1779670608503853,1.310801925072744 -1407,2019-01-03,0.7863514229387573,0.7863514229387573,0.8533617786697086,0.8221811685056076,0.8936865876973261,-0.0147834028732951,0.1617299009812995,0.6767813175101765,0.1614887893665582,0.8914567623352664 -1408,2019-01-04,1.0615341860298475,1.0615341860298475,0.9883527304609638,0.9083371439942138,0.8777932327136834,0.0826295414000245,0.1830092492428693,0.322592030364004,0.4943987405435605,0.8162032110731055 -1409,2019-01-07,1.3357647329056486,1.3357647329056486,1.2825070104577387,1.1502180778314963,1.127633517358303,0.1183105242522944,0.3557894069113229,0.1474850695629261,0.4967255239423953,0.9957506504847671 -1410,2019-01-08,1.341957318416439,1.341957318416439,1.3966214107242698,1.2995014722252962,1.4493106024804496,-0.0049489881215237,0.5239825390279294,0.0244869482703506,0.4515304997563362,1.2776409913884168 -1411,2019-01-09,1.392452490226201,1.392452490226201,1.3886160456226355,1.3711640439996766,1.346641066193949,-0.3628035812598838,0.2490836977112022,0.3848875353790142,0.3660287603058598,1.3308108895723494 -1412,2019-01-10,1.494713061201617,1.494713061201617,1.418282511381305,1.3763173873109804,1.3291585121238796,-0.2211925512892266,0.1886787462979555,0.294433407112956,0.5168878942728042,1.3727477476021182 -1413,2019-01-11,1.5310762722246318,1.5310762722246318,1.4656864339681652,1.4887229317289317,1.4513767886460336,-0.4522445172702203,0.2090383759803242,0.0108140751512514,0.780147522687912,1.4390346971837926 -1414,2019-01-14,1.3268722328111422,1.3268722328111422,1.372919224889014,1.4119070166432504,1.4559856933498994,-0.404957562274405,0.1578099667094648,0.1318795253755524,0.7103105150163174,1.4878172290616767 -1415,2019-01-15,1.4861385722477145,1.4861385722477145,1.4718078931682326,1.4199588564025964,1.3386941613488943,-0.2211471267407196,0.7342473268508911,0.0106023978441953,0.2551503181457519,1.3323858843598202 -1416,2019-01-16,1.511862493411054,1.511862493411054,1.5220374500656224,1.5648942757558308,1.4941291996628918,-0.5311469580269265,0.122232049703598,0.0138670103624463,0.8639009296894073,1.4389641465698262 -1417,2019-01-17,1.531869937171249,1.531869937171249,1.514188815156989,1.5753617595903795,1.516856792777861,-0.7616765417000894,0.1359289727277225,0.4788744145383437,0.3851965661678049,1.495578988331348 -1418,2019-01-18,0.8165215941493519,0.8165215941493519,1.1316625077398617,0.8600256447011343,1.1479766297839376,3.888457201238536,0.0718920646125779,0.7708402781144661,0.1572676697636351,1.5117705925833544 -1419,2019-01-22,0.7634855133261748,0.7634855133261748,0.8313863194593718,0.7919061404335841,0.859039319374471,1.1438832681697002,0.1299975682049989,0.1307830079458654,0.7392194122076035,0.9031111398132122 -1420,2019-01-23,0.5835766164514623,0.5835766164514623,0.6194821585992358,0.5695106956728814,0.6632358960264877,1.2491092347862287,0.1438000902999192,0.6223418799927458,0.2338579990901053,0.7745458145125118 -1421,2019-01-24,0.6458222999064885,0.6458222999064885,0.6066109721761459,0.5307005147316705,0.5127280569401054,0.223014108560992,0.0322973786387592,0.693518215790391,0.2741844081319868,0.6309013680364576 -1422,2019-01-25,0.7336333532561835,0.7336333532561835,0.6825824528360662,0.6960875886441646,0.6932738049390162,0.0498103051036974,0.0567370988428592,0.0782157033681869,0.8650471568107605,0.6381282177946609 -1423,2019-01-28,0.7231530689668116,0.7231530689668116,0.665944352777135,0.6671003204787194,0.6697518396340643,-0.1378612170530853,0.1375863602651017,0.6487380053315844,0.2136756527636732,0.714502117573545 -1424,2019-01-29,0.7403025011762485,0.7403025011762485,0.6832102717753733,0.7323213282982235,0.7072601210189499,-0.547045550004386,0.4477920243516564,0.3226076839491725,0.2296003056690096,0.6980387981190995 -1425,2019-01-30,0.919893841211988,0.919893841211988,0.84708314019299,0.8400563817777181,0.7895865448798117,0.9584602611640154,0.2134440359414408,0.1757957694659891,0.6107601993962338,0.7381152412255021 -1426,2019-01-31,0.8921055734445072,0.8921055734445072,0.8872662468105248,0.7677501604185458,0.798327821914846,1.258012446293606,0.1301700148070531,0.3845578951220358,0.4852720824100317,0.8615956191072255 -1427,2019-02-01,0.9745172519284004,0.9745172519284004,0.9585290854256416,0.9207374195311254,0.8685754233059502,0.057487053801385,0.1506729903630912,0.2666599495957295,0.5826670651634535,0.8760464584636064 -1428,2019-02-04,0.985315093056746,0.985315093056746,0.945971808472207,0.894649108550724,0.9887275136625194,0.0730903862135488,0.1399621222168207,0.163826788496226,0.6962110970169306,1.0001881887645994 -1429,2019-02-05,1.119651176276594,1.119651176276594,1.0580455726441664,1.0616469190046836,0.9809397560793408,-0.0652955008131093,0.0245065130293369,0.6731868681187431,0.3023066064342856,0.9655167926533806 -1430,2019-02-06,1.0540713731631657,1.0540713731631657,1.0862992212475733,1.1159166691428015,1.0937810759318891,-0.4523807909157414,0.2745721611593451,0.6426182727196387,0.082809565854924,1.0906604131767001 -1431,2019-02-07,0.8998863974517929,0.8998863974517929,0.9365536262153064,0.9126855797717784,0.9938134054455467,-0.1157621742044165,0.1064751531100935,0.5963637796748016,0.2971610493130154,1.0670833990450672 -1432,2019-02-08,0.8727332433622602,0.8727332433622602,0.8227535845020774,0.8402176397266653,0.890984721897172,-0.2693879972551825,0.4960252270102501,0.0112027295399457,0.4927720725536346,0.8888153449648897 -1433,2019-02-11,0.9845214281101272,0.9845214281101272,0.9977704636342166,1.0334650191099726,0.9667947474439956,0.0225782882737346,0.3003833343346531,0.2803158169039167,0.4193008756981446,0.832853155969226 -1434,2019-02-12,0.9681656608473084,0.9681656608473084,0.991335094964496,1.0192932098196454,1.039903361897127,-0.3435662849671578,0.200675668567419,0.14403055626899,0.6552937954664231,0.9708359156744597 -1435,2019-02-13,0.9103662274395352,0.9103662274395352,0.9059454320476752,0.9540722020001412,0.9787148773583438,-0.4289644361603689,0.0996273126453161,0.1662712853401899,0.73410137090832,0.9684548324530865 -1436,2019-02-14,0.8404987255475247,0.8404987255475247,0.8120793152829153,0.8804777599973922,0.8361530337040918,-0.4155187698022888,0.310084062628448,0.1692326742534836,0.5206832351783911,0.9150805520006526 -1437,2019-02-15,0.9057614261236104,0.9057614261236104,0.8313863194593718,0.9271789834860034,0.8539534275914462,-0.7098471318535714,0.0863499119877815,0.0525583509355783,0.8610917448997497,0.8503784885932044 -1438,2019-02-19,0.8701923343488458,0.8701923343488458,0.8869523373408713,0.9524623869326674,0.8866932023041281,-0.6500002891955631,0.1433168505318462,0.2710835665930062,0.5855995817109942,0.9170236732180945 -1439,2019-02-20,0.8212854010355772,0.8212854010355772,0.8047022182042332,0.8482694794860107,0.8525233757668944,0.0253946102811703,0.1240503184136844,0.31667901560544,0.5592706688349286,0.9153494070430659 -1440,2019-02-21,0.6413760498592354,0.6413760498592354,0.7566704766780655,0.7113863606291214,0.8112010165745888,0.4267432086150089,0.1382448410408364,0.5990053180398213,0.2627498221894105,0.8220167246719556 -1441,2019-02-22,0.6966350285552235,0.6966350285552235,0.6508753509828247,0.7371526164486306,0.6948634587319019,-0.2929179133818225,0.2947154922617806,0.276825293381181,0.4284592266711924,0.6722054752472133 -1442,2019-02-25,0.7611036098830616,0.7611036098830616,0.7513335666103083,0.8160616597116254,0.7492177051393607,-0.0917098757699456,0.023012222101291,0.6291652135550976,0.3478225953876972,0.704648330005095 -1443,2019-02-26,0.7466536379557093,0.7466536379557093,0.7373639215852549,0.6835265158953046,0.6587856838780332,0.35254220862878,0.0569598716373244,0.6114065875299275,0.3316335404912631,0.7636766701349478 -1444,2019-02-27,1.0146915993207226,1.0146915993207226,0.9616681801221768,0.8732308277717824,0.8107244842018922,0.9433793110596824,0.2008173567786192,0.3467097180740286,0.4524729285233964,0.723943744164962 -1445,2019-02-28,1.0963091585563658,1.0963091585563658,1.0197454737609035,1.038457104472328,1.0831327599931433,0.7927515082103803,0.1225356353074312,0.3091419947147369,0.5683223769813776,0.957954589132167 -1446,2019-03-01,0.697905255911116,0.697905255911116,0.8177301348203261,0.7339316041026935,0.8927330682454707,3.606961274140488,0.1056330969453685,0.3964533388407694,0.4979135546005434,1.109902854789425 -1447,2019-03-04,0.5481665302469972,0.5481665302469972,0.6901167291913981,0.5870638537840988,0.7525552505740851,2.286333375395688,0.2857154012890532,0.1346149694290943,0.5796696258476004,0.8955719963322057 -1448,2019-03-05,0.4081139696240029,0.4081139696240029,0.4546675617726577,0.3828661381933949,0.496357714877302,2.6651513976700403,0.1238678411540129,0.2758497089633475,0.6002824597222649,0.6620042378223112 -1449,2019-03-06,0.4033501627377767,0.4033501627377767,0.4155829137570864,0.4519522686806241,0.4086275594161285,0.7506883762928731,0.0987792366112654,0.2995387087934292,0.6016820547385857,0.5369199060328571 -1450,2019-03-07,0.408907634570621,0.408907634570621,0.4656552913778257,0.4496974218173691,0.44613538609455,0.5478677672089969,0.3386604701434927,0.3156192343282912,0.3457202892750501,0.42577441516185466 -1451,2019-03-08,0.5287942001647485,0.5287942001647485,0.4796253854865258,0.4761082486956632,0.4154617975474527,0.4063930108838607,0.471812652113537,0.1317327894115199,0.3964545466005802,0.42296454628329927 -1452,2019-03-11,0.6364536917043373,0.6364536917043373,0.5689391413158392,0.5503472617571956,0.5205153598168226,0.0822207204634613,0.3261086435522884,0.3570698272204026,0.3168215410783886,0.48709856999231527 -1453,2019-03-12,0.516408574841537,0.516408574841537,0.5185528542254465,0.5593652669992238,0.5677179829821337,0.1076130430788895,0.0493959737941622,0.4843700191704556,0.4662339868955314,0.5780168304017531 -1454,2019-03-13,0.6053308499768242,0.6053308499768242,0.5800836011140102,0.5857756331405211,0.5265547710517027,-0.042151693348779,0.0783365738711186,0.474380446997072,0.4472829614366804,0.5251078026468288 -1455,2019-03-14,0.6212100548303685,0.6212100548303685,0.6334522527079351,0.6757967312968515,0.6624415238365069,0.0166049601450605,0.1873459928402943,0.3987082384659776,0.4139457839940275,0.5699651224094789 -1456,2019-03-15,0.3904879750052916,0.3904879750052916,0.4502728291975085,0.4521130658925726,0.520356667261412,1.7613845805742276,0.108215777346721,0.2488071942128814,0.6429770338850526,0.6128784271546792 -1457,2019-03-18,0.2961667793058329,0.2961667793058329,0.3612729828378486,0.3377751905092555,0.4009989490948243,0.7383101868247083,0.086008269029359,0.5360366386982302,0.3779550964633624,0.4357602169914897 -1458,2019-03-19,0.2640912670614004,0.2640912670614004,0.2867138702495445,0.2759359922476369,0.2659070232064635,1.0834459063811006,0.0459770859219133,0.5213057063519955,0.4327172249555587,0.3371310247395033 -1459,2019-03-20,0.3614294798819185,0.3614294798819185,0.3129273318420275,0.3216710502535643,0.3007134387911925,-0.0277293991977979,0.0349443776533007,0.3272639162838459,0.6377917245030403,0.285898169932958 -1460,2019-03-21,0.3680986278019835,0.3680986278019835,0.3361584289309775,0.3562949748401501,0.3469620877981865,-0.2460170670483169,0.035076073060433,0.6764565106067393,0.2884674121936162,0.35374253623527896 -1461,2019-03-22,0.217406777319316,0.217406777319316,0.27886568442456,0.2846324030657689,0.3466447026873647,0.3895859279362607,0.1565391529972354,0.2814914924609992,0.5619693568183316,0.37033241777086046 -1462,2019-03-25,0.1521445310448598,0.1521445310448598,0.1278644515136798,0.1310010336314013,0.1420995475978829,0.7233200858173893,0.1721603364816733,0.4463817549071142,0.3814579269715717,0.24457594837537305 -1463,2019-03-26,0.2688550739476267,0.2688550739476267,0.2389960381930311,0.2915572801304855,0.2172743482165996,0.0728178389225067,0.2364630777388811,0.3713691319338977,0.3921678248792887,0.14712141788726407 -1464,2019-03-27,0.3809608155344685,0.3809608155344685,0.3192059703187461,0.3519469997995826,0.2857740579658659,0.3972172520854412,0.1253956406461921,0.2057007168504324,0.6689036502079531,0.24852377363080969 -1465,2019-03-28,0.4411421523853548,0.4411421523853548,0.3970613568802342,0.4633859179978568,0.4194350226167482,-0.0581865589717596,0.1229352920005718,0.3089536894112825,0.5681110223134359,0.3304875880398702 -1466,2019-03-29,0.4608320393065775,0.4608320393065775,0.3943929018463556,0.4537233416970426,0.4439105073735531,-0.2359782418282639,0.189097854681313,0.3698869612067937,0.4410151839256286,0.4347714656292811 -1467,2019-04-01,0.6088244295071571,0.6088244295071571,0.5362903110536363,0.5629083345060558,0.5062116586260663,0.2453175618779423,0.3865319603355601,0.1793071101419627,0.4341609440743923,0.45569106337039383 -1468,2019-04-02,0.5564234623619279,0.5564234623619279,0.5400572246894785,0.6047782698442582,0.59648453262552,-0.3523559351032675,0.1673009178734251,0.3436887956091335,0.4890103058091232,0.5526466746940244 -1469,2019-04-03,0.6505861067927148,0.6505861067927148,0.6456956201917172,0.6577602600757962,0.5809094721656249,0.2019371180537314,0.1160400509834289,0.5028511596222719,0.3811088005701701,0.5721278800822257 -1470,2019-04-04,0.2690136252162985,0.2690136252162985,0.253751130517688,0.2297180818688668,0.1767468159207381,3.7907717096741735,0.0578080234623959,0.7151657948067979,0.227026167548383,0.6276857139542598 -1471,2019-04-05,0.3830251621386085,0.3830251621386085,0.3306647886702165,0.3186117565935698,0.3034153045913474,1.3645557248168383,0.0379285549914295,0.4151513114232908,0.5469201450998132,0.39671015422763345 -1472,2019-04-08,0.3550778888008258,0.3550778888008258,0.4100892734963254,0.38834153666559,0.4278584598344982,0.7676998697087548,0.2390943054342642,0.2520460726227611,0.5088596243876964,0.3323602182300127 -1473,2019-04-09,0.3409454737124491,0.3409454737124491,0.3133979715046823,0.3749755563829933,0.3318640144174478,-0.2558060572515813,0.3575131297111511,0.0622948668897151,0.5801920294761658,0.36677178667889937 -1474,2019-04-10,0.4004916968853891,0.4004916968853891,0.3664527136289553,0.4277962886655859,0.4127599317472978,0.0070430926843313,0.2797006778419018,0.2503179837949574,0.4699813202023506,0.37000043065454713 -1475,2019-04-11,0.2791763526666973,0.2791763526666973,0.2427634009125208,0.3103986588852772,0.2786219800172565,0.6372178541223192,0.1144189486512914,0.3647331880638376,0.5208478879649192,0.388598472254821 -1476,2019-04-12,0.267743397860406,0.267743397860406,0.2655234092551669,0.3302066638597479,0.3091368760089424,-0.0645687080369969,0.1638474673964083,0.2954446888528764,0.5407078513875604,0.2716418810449901 -1477,2019-04-15,0.2467832835832916,0.2467832835832916,0.2173349375359962,0.1981543724162695,0.2838665643556926,0.6832556340341913,0.3497892250306904,0.2940771505236625,0.3561335913836956,0.2839420588220662 -1478,2019-04-16,0.357618797814241,0.357618797814241,0.3133979715046823,0.296227310331947,0.238094447721395,0.0551022650047661,0.0624927381674448,0.1511197142923871,0.7863875205318133,0.21162997359297528 -1479,2019-04-17,0.3237964958046417,0.3237964958046417,0.3101016975314974,0.3577439926956747,0.3811328237483444,-0.4323939895726494,0.1396976126624005,0.2883040629593389,0.5719983205199242,0.30646510398423854 -1480,2019-04-18,0.356030559317746,0.356030559317746,0.3108866957474558,0.3772299425092514,0.3251889235479982,-0.2620973572198046,0.0980234996726115,0.6247742343693972,0.2772022498150666,0.3417261995474174 -1481,2019-04-22,0.1891424014441904,0.1891424014441904,0.2298922144894318,0.2601543678898367,0.2897468283286989,1.1621439366695252,0.0990409432383983,0.2570163665096397,0.6439426962448203,0.34952400875074574 -1482,2019-04-23,0.2074030554392185,0.2074030554392185,0.16585019184364,0.151774743351557,0.1490924782846185,0.8888698528512498,0.1516798467792827,0.2549980427138507,0.5933221208638159,0.2168693994466723 -1483,2019-04-24,0.1241972577070779,0.1241972577070779,0.1614550101848433,0.1880089437426129,0.2078973915469943,0.8397204913666464,0.1823485077908024,0.3123154706345536,0.5053360245835322,0.18147569375563644 -1484,2019-04-25,-0.0509478322814082,-0.0509478322814082,0.0622524324359729,-0.0041110122090685,0.0672430415029138,3.365756921568174,0.2693142616906418,0.4082552074956206,0.3224305213930515,0.1644086719824387 -1485,2019-04-26,-0.2492766158722652,-0.2492766158722652,-0.131129722463664,-0.2447037254027754,-0.0678488843854453,3.4818847798263888,0.2840690104614781,0.2274720799177885,0.4884589063408582,0.09036592924614628 -1486,2019-04-29,-0.1487626075112008,-0.1487626075112008,-0.1735106444524209,-0.2279557051937943,-0.2369517169023957,2.1995043509245047,0.4754816440399736,0.2205680876504629,0.303950271802023,-0.12938145408802648 -1487,2019-04-30,-0.192905961089056,-0.192905961089056,-0.1699004610095818,-0.15017362462543,-0.1384143255938337,0.5528871798190234,0.3086390880867838,0.1996789053082466,0.4916820064187049,-0.15954815774547684 -1488,2019-05-01,-0.2672197130283193,-0.2672197130283193,-0.2359831197499452,-0.2387452441892393,-0.189431253919799,0.8344739560140848,0.2290098692756146,0.346077648573555,0.4249124834313988,-0.14422118582789822 -1489,2019-05-02,-0.1070009302256439,-0.1070009302256439,-0.1240665348546363,-0.1385789477277504,-0.0834239448453421,2.527651289339269,0.2508525887969881,0.1668341929991064,0.5823132029867598,-0.2020822529406066 -1490,2019-05-03,0.0665568298696061,0.0665568298696061,0.0247373317686692,-0.0456588923863769,-0.1098064685058587,3.787614703552935,0.2892738337485263,0.1500025074928999,0.5607236549258232,-0.1123041461664031 -1491,2019-05-06,0.0714791880245042,0.0714791880245042,0.0520497010467624,0.0350216846300333,-0.0119049841850983,0.8638863511723849,0.2604602672159671,0.0456486003473401,0.6938911557197571,0.10600830828988943 -1492,2019-05-07,-0.0599988836445864,-0.0599988836445864,0.0341555140255696,-0.0197318393549201,0.0958508985908889,0.704332624541452,0.4034148106972376,0.1778822261840105,0.418702960635225,0.03611443994833835 -1493,2019-05-08,-0.0952504185803795,-0.0952504185803795,-0.0695989755751003,-0.0342252430691443,-0.0608554989922472,-0.1939378221850103,0.2104968233034014,0.0273875973653048,0.7621155977249146,-0.006318963089637563 -1494,2019-05-09,-0.140664226664942,-0.140664226664942,-0.1782197355808712,-0.1511400204766101,-0.1393678450456892,-0.0724271549287126,0.1970935077406466,0.5037024691700935,0.2992039937525987,-0.04641559676580473 -1495,2019-05-10,-0.1797264436684126,-0.1797264436684126,-0.2047466575593593,-0.1659554793517287,-0.1751275527290423,-0.0049944126700308,0.0291728989686816,0.6937183351255953,0.2771087768487632,-0.13111900130362314 -1496,2019-05-13,-0.3783727840982423,-0.3783727840982423,-0.3541785676637957,-0.3514726133995876,-0.29814042879441,0.8640907616406664,0.2493351642042398,0.314479713095352,0.4361851159483194,-0.1804328376996095 -1497,2019-05-14,-0.2942140886983676,-0.2942140886983676,-0.3223145110757265,-0.2951090439786625,-0.3412106796285526,0.0504462487827958,0.3674500668421387,0.2361415702616796,0.3964083530008793,-0.3309623746041327 -1498,2019-05-15,-0.2999305661015132,-0.2999305661015132,-0.3546494318682759,-0.3393946233920684,-0.3408928398112675,0.0603488003573277,0.0918466933071613,0.0157027595676481,0.8924505352973938,-0.3025232076021891 -1499,2019-05-16,-0.3574124426703132,-0.3574124426703132,-0.3772527100179194,-0.3192647936252018,-0.3381912013643434,0.1028888900341587,0.3242974256475766,0.3064625694726904,0.3692400221609407,-0.3156498524533504 -1500,2019-05-17,-0.6321188705029441,-0.6321188705029441,-0.5147549375664026,-0.6023717828473981,-0.4578665319949859,2.4430253554706773,0.0953254553356341,0.2998715314481939,0.6048030198684761,-0.337661167317596 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-1505,2019-05-24,-0.9560504699402592,-0.9560504699402592,-0.8641615505168473,-0.9271881405643452,-0.8095817533828925,1.614004632943178,0.0482138198276516,0.5348027825821191,0.416983405710198,-0.9127264019528551 -1506,2019-05-28,-0.9866969764093122,-0.9866969764093122,-0.9423306220061664,-0.941681774647068,-0.9467394107303744,0.745555402311579,0.1962165331674946,0.0128176985308527,0.7909657292895846,-0.9161108650632349 -1507,2019-05-29,-0.9682773168439832,-0.9682773168439832,-0.9832987268396582,-0.9869335195431556,-1.011901347691684,1.1216025271270036,0.1891656873437265,0.2432634167683621,0.5675708946461478,-0.9205339833696046 -1508,2019-05-30,-0.9943187948462968,-0.9943187948462968,-0.98533936293423,-0.9550477549296648,-0.9856777439398098,0.2035496895257309,0.1765285860747099,0.2135487826308235,0.6099226176738739,-0.9569342270430087 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-1533,2019-07-05,-0.2816696849556704,-0.2816696849556704,-0.3074026885580658,-0.2500178659260245,-0.2574539765899059,0.0080424327514859,0.6961687803268433,0.0271782130002975,0.2766530215740204,-0.23628601288762788 -1534,2019-07-08,-0.3254957088453673,-0.3254957088453673,-0.3576320209136318,-0.2844803021951664,-0.3103779438195816,-0.261143441701157,0.0,0.0,0.0,-0.2294768060798401 -1535,2019-07-09,-0.3299419588926204,-0.3299419588926204,-0.3772527100179194,-0.3067037208763421,-0.3464554913202199,-0.1906672546925043,0.109285342041403,0.0492486900184303,0.8414659649133682,-0.2811610596837706 -1536,2019-07-10,-0.1892538302900508,-0.1892538302900508,-0.2526216688925239,-0.2123346476794441,-0.2641290674593564,0.4804577372245685,0.3754200051642126,0.0358279993136723,0.5887520147694482,-0.31872970852099597 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-1546,2019-07-24,0.2229647034537898,0.2229647034537898,0.1732277380059688,0.1905853850297649,0.1335174178247216,0.9181459743640288,0.064917218463961,0.4808973057661205,0.4541854873532429,0.11240496680730738 -1547,2019-07-25,-0.3496316186630276,-0.3496316186630276,-0.3223145110757265,-0.3345635656101599,-0.2744595435808167,3.4949670497964127,0.0830442779495016,0.5602000836768876,0.3567556568380931,0.1478114314934578 -1548,2019-07-26,-0.3620172439862387,-0.3620172439862387,-0.3888680340205698,-0.3877065834221445,-0.3790363461242592,0.6807799961405583,0.0625108101715644,0.1895298627205193,0.7479592859745026,-0.28170466884865014 -1549,2019-07-29,-0.2392726668413526,-0.2392726668413526,-0.2997114574679073,-0.3268335506432083,-0.3763347076773355,0.5094385991720518,0.1588436178863048,0.2206278033554554,0.6205285787582397,-0.3208681250401909 -1550,2019-07-30,-0.1362179766176889,-0.1362179766176889,-0.1832422870953273,-0.2277944472448488,-0.2839954201590651,0.2449995900383932,0.3663131867845853,0.0659394663137694,0.5677473495403925,-0.255125529456736 -1551,2019-07-31,-0.1465397096383889,-0.1465397096383889,-0.131129722463664,-0.155810050678072,-0.1234744900620447,0.4878392263569604,0.0310989320278167,0.9515490531921388,0.0173520296812057,-0.16701558867250632 -1552,2019-08-01,-0.2697603948909195,-0.2697603948909195,-0.1651913698811316,-0.2343972691486713,-0.1290373689242284,0.2791815627899311,0.0466131288558244,0.4364788085222244,0.5169080793857574,-0.13884113543960558 -1553,2019-08-02,-0.2619795708836339,-0.2619795708836339,-0.2945315021349768,-0.2753012693726903,-0.3086298248245138,-0.2030000196121622,0.0660060923546552,0.0863900259137153,0.8476038873195648,-0.2044990881623007 -1554,2019-08-05,-0.3575714482406145,-0.3575714482406145,-0.3714447112038576,-0.3308597008913804,-0.3364426276628131,-0.0004519578193281,0.0518290428444743,0.0168246366083621,0.9313463270664216,-0.25233770764504515 -1555,2019-08-06,-0.3189853393447889,-0.3189853393447889,-0.3537077034593154,-0.3313427836327213,-0.3002063876067634,-0.3329823651650205,0.0636096019297838,0.0213198671117424,0.9150705337524414,-0.3322448584423112 -1556,2019-08-07,-0.2765885483812854,-0.2765885483812854,-0.3369124241237332,-0.3305376457304864,-0.3857114369937092,-0.511886949459947,0.2546385712921619,0.3969945322023704,0.3483668863773346,-0.33928195445881126 -1557,2019-08-08,-0.1990987737506613,-0.1990987737506613,-0.2391224389883041,-0.2202256902268427,-0.2593610154936168,-0.3988252482259564,0.4135681251063943,0.3526913896203041,0.2337405271828174,-0.31930683518617636 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-1574,2019-09-03,-0.4101307395037017,-0.4101307395037017,-0.4094306760756416,-0.3730521521274738,-0.4241727831239869,-0.3807008533716525,0.1049966695718467,0.1495738443918526,0.7454295009374619,-0.3973647733535101 -1575,2019-09-04,-0.4788867924593064,-0.4788867924593064,-0.4171219071658001,-0.4366624234055109,-0.3795131058501869,-0.2882846094341058,0.1745030711560199,0.502742187352851,0.3227547494073708,-0.38173230059318924 -1576,2019-09-05,-0.3375637773296044,-0.3375637773296044,-0.3960886254480719,-0.4102520572642146,-0.4492841748685933,0.0829020886910667,0.2724128228922685,0.0127255885551373,0.7148615966240565,-0.43250255430891543 -1577,2019-09-06,-0.3713860793392042,-0.3713860793392042,-0.3986001257471237,-0.3406830744041429,-0.374586361329036,-0.6452307116023253,0.4578088521957397,0.0341742509044706,0.5080169290304184,-0.37789074815870655 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-162,162,2014-01-23,-1.101025615868966,-1.101025615868966,-1.140421868034254,-1.1740613901324817,-1.1687666651834625,0.1901267354419043,0.0,0.0,0.0,-1.1291673434690153 -163,163,2014-01-24,-1.2105906755932083,-1.2105906755932083,-1.170245513069575,-1.172289626010568,-1.15891294878793,0.1439981064330182,0.0,0.0,0.0,-1.1128527523359049 -164,164,2014-01-27,-1.289668234418698,-1.289668234418698,-1.2104288442289337,-1.314326318547256,-1.201665587158019,0.3829539438542347,0.1177372559905052,0.0198546019382774,0.8624081313610077,-1.153937640198026 -165,165,2014-01-28,-1.1505681171618087,-1.1505681171618087,-1.193790295086355,-1.2130328290226389,-1.259834366079362,-0.2127890098154266,0.0,0.0,0.0,-1.243983819939636 -166,166,2014-01-29,-1.2005869537131113,-1.2005869537131113,-1.1920637930032605,-1.1787314203339436,-1.1994402537305606,-0.2486516908617245,0.0,0.0,0.0,-1.1631773871609643 -167,167,2014-01-30,-1.0797479447528788,-1.0797479447528788,-1.1027498126321231,-1.116248111750537,-1.15652892280506,0.3485675606344151,0.0,0.0,0.0,-1.1581072768221206 -168,168,2014-01-31,-1.10245484879516,-1.10245484879516,-1.0836002122741406,-1.0920921317354986,-1.143019821157517,-0.1184422225663311,0.0,0.0,0.0,-1.1035973936661598 -169,169,2014-02-03,-1.1707345664923046,-1.1707345664923046,-1.1011804898256794,-1.1460405178182176,-1.0788114036480627,-0.0602760882030828,0.0,0.0,0.0,-1.0720980937834144 -170,170,2014-02-04,-1.1450106453289648,-1.1450106453289648,-1.1526652355180356,-1.129292267240738,-1.1136173645263288,-0.5323734208366162,0.0,0.0,0.0,-1.1054028696823663 -171,171,2014-02-05,-1.2134489142947813,-1.2134489142947813,-1.168518786444657,-1.2394431951639346,-1.1517608708393203,0.0539893635663439,0.0226266011595726,0.0569811202585697,0.9203922748565674,-1.0954042269259494 -172,172,2014-02-06,-1.1505681171618087,-1.1505681171618087,-1.1760532873418124,-1.132513279586675,-1.1835473534533782,-0.2699785163857738,0.0,0.0,0.0,-1.1712213488865024 -173,173,2014-02-07,-1.0211543920968589,-1.0211543920968589,-1.0737111658127598,-1.074538973624283,-1.1086906200051774,0.431126677545937,0.0,0.0,0.0,-1.1251313001527867 -174,174,2014-02-10,-0.8618880526602869,-0.8618880526602869,-0.8748351461105384,-0.9180088773733708,-0.9763005599169736,1.349202227421463,0.8950348496437073,0.0221984963864088,0.082766642794013,-1.059063033639742 -175,175,2014-02-11,-0.8609353821433676,-0.8609353821433676,-0.8293151294252464,-0.8635774085493109,-0.8232497749390789,0.835723131098028,0.9063725471496582,0.0211077714338898,0.0725196730345487,-0.9226926295623143 -176,176,2014-02-12,-0.8815781667323235,-0.8815781667323235,-0.8910026065068131,-0.8374890975689094,-0.8739488634477587,-0.421673796124991,0.7532452940940857,0.0516100972890853,0.1951446384191513,-0.8430827566477168 -177,177,2014-02-13,-0.8131394434648772,-0.8131394434648772,-0.8211528095887838,-0.8547204308877292,-0.912728276748552,0.2268979074583428,0.0,0.0,0.0,-0.8105965823827797 -178,178,2014-02-14,-0.8353702393995135,-0.8353702393995135,-0.8343379054815263,-0.7943307112186321,-0.8370767164039076,-0.1981168806476568,0.6005265861749649,0.2448133956640958,0.154660016298294,-0.7962095007603044 -179,179,2014-02-18,-0.7485120837175522,-0.7485120837175522,-0.7696680638964275,-0.7241176180367728,-0.7235997169167881,0.5229524023528924,0.0588900297880172,0.0311274211853742,0.9099825024604796,-0.7839282119567312 -180,180,2014-02-19,-0.908254758412584,-0.908254758412584,-0.8057701228666424,-0.8521437592320787,-0.7480752016735931,2.0756088948715883,0.509373876452446,0.0551337277516722,0.4354923881590366,-0.732277595026436 -181,181,2014-02-20,-0.648950745873408,-0.648950745873408,-0.6251021996552681,-0.6450473168248321,-0.568323825864666,2.491993018761253,0.582793578505516,0.0271380301564931,0.3900682898238301,-0.8667030306997382 -182,182,2014-02-21,-0.6548260016960401,-0.6548260016960401,-0.6444089792899017,-0.5980238078068305,-0.6218837000821432,0.1790885701546967,0.0,0.0,0.0,-0.6503358574775736 -183,183,2014-02-24,-0.5270000608259551,-0.5270000608259551,-0.5756578655156592,-0.6120343591482117,-0.6676560440696724,0.2834741826238452,0.0,0.0,0.0,-0.5666350023395876 -184,184,2014-02-25,-0.0450728036095908,-0.0450728036095908,0.0653919762161556,-0.2878623421215504,-0.3300856039638786,5.826018605531526,0.2362210340797901,0.5662890717387199,0.1974899165332317,-0.5098266230829951 -185,185,2014-02-26,0.0343223120548723,0.0343223120548723,0.1564324586703871,0.0189175443743422,0.1241404611551163,3.99152550180098,0.5485475845634937,0.1627223631367087,0.2887300327420234,0.0505390574469839 -186,186,2014-02-27,0.027018050456861,0.027018050456861,0.1077724491212649,0.0322835246569388,0.1665754870611512,2.4791605838080177,0.0785310044884681,0.013871578965336,0.9075974225997924,0.1182793630833707 -187,187,2014-02-28,-0.0957265266880245,-0.0957265266880245,-0.0369501453128974,-0.0607968671593861,-0.0177852481581046,1.7169366598601017,0.4918449595570564,0.2787147685885429,0.2294402718544006,0.0424076746323279 -188,188,2014-03-03,-0.0044223481096251,-0.0044223481096251,-0.0531176057091721,-0.1825424719802623,-0.2147013382198167,1.3761389846861305,0.0,0.0,0.0,-0.0638066694560779 -189,189,2014-03-04,0.0635393584469172,0.0635393584469172,0.0779488040859435,0.1047514647020535,0.1225512620686906,0.3895859279362607,0.0,0.0,0.0,-0.0615285966856293 -190,190,2014-03-05,0.0289233914906998,0.0289233914906998,0.030702509859381,0.0881644720735199,0.0945795393217483,-0.2486062663132175,0.1178979128599166,0.0120213497430086,0.8700807690620422,0.0468385503779339 -191,191,2014-03-06,0.0333696415379529,0.0333696415379529,0.0387078749610169,0.050319995877994,0.0535750199467278,0.0751344908963651,0.0,0.0,0.0,0.0479711886447674 -192,192,2014-03-07,-0.0734961850550176,-0.0734961850550176,-0.0028884978954299,-0.0308434335112588,0.034503266790232,0.1776122723282183,0.0,0.0,0.0,0.0197419082297078 -193,193,2014-03-10,-0.190524284796758,-0.190524284796758,-0.1888931066327381,-0.1653113690299406,-0.1282425420277843,0.1584885374067599,0.3058355152606964,0.659869372844696,0.0342951193451881,-0.0563604662792389 -194,194,2014-03-11,-0.2608683490980427,-0.2608683490980427,-0.163778552725867,-0.2237687577336737,-0.2267799333363462,0.4042353448297769,0.0151171796023845,0.7316519618034363,0.25323086977005,-0.155897133679371 -195,195,2014-03-12,-0.1484450506722276,-0.1484450506722276,-0.118258536040575,-0.245025780563669,-0.306245798841644,0.6187073506057057,0.0149557076704998,0.6961382428805033,0.2889060825109482,-0.2270146254044056 -196,196,2014-03-13,-0.2071971545969201,-0.2071971545969201,-0.1702143704792353,-0.1984853542870076,-0.1109191352195879,-0.1803331699071557,0.0,0.0,0.0,-0.1946481309605427 -197,197,2014-03-14,-0.3154919869652698,-0.3154919869652698,-0.2840148612761124,-0.2899559310358599,-0.2460108337547163,0.2860406696144922,0.0,0.0,0.0,-0.1910976593953395 -198,198,2014-03-17,-0.2676960482867795,-0.2676960482867795,-0.2684749952773214,-0.2548491540764316,-0.2514145653550258,-0.2538528016657791,0.1711022853851318,0.0086530642583966,0.8202446699142456,-0.2746875343656626 -199,199,2014-03-18,-0.171469511553482,-0.171469511553482,-0.2124381131913416,-0.1820593892389217,-0.2196280827409681,-0.1789704334519448,0.0578500814735889,0.5171827673912048,0.4249670803546905,-0.2727109850279207 -200,200,2014-03-19,-0.2381612179049467,-0.2381612179049467,-0.2116535640590316,-0.2063763968344061,-0.1490626415325796,-0.4449311649605889,0.0330160912126302,0.0993638020008802,0.8676201105117798,-0.2142998733902749 -201,201,2014-03-20,-0.2529285195204557,-0.2529285195204557,-0.247755623029247,-0.2087920409096096,-0.2321836649366561,-0.7296068104541282,0.0,0.0,0.0,-0.2357074859357682 -202,202,2014-03-21,-0.3485203968774364,-0.3485203968774364,-0.295630185278764,-0.30316088373801,-0.2344087710108833,0.2695061339579344,0.0,0.0,0.0,-0.254435903163879 -203,203,2014-03-24,-0.4869849461547508,-0.4869849461547508,-0.3945188535579805,-0.5806316772760615,-0.3340588290331741,0.9762893964530236,0.0,0.0,0.0,-0.3217844190150824 -204,204,2014-03-25,-0.4826977016777989,-0.4826977016777989,-0.4392540965691391,-0.4577586490235577,-0.4232192636721315,0.1896724899568341,0.0109686469659209,0.9668527841567992,0.0221785921603441,-0.4699180654114328 -205,205,2014-03-26,-0.6014725911847054,-0.6014725911847054,-0.5091041180289922,-0.5632393163767943,-0.4580252245503976,-0.0279338096660795,0.0,0.0,0.0,-0.4426434304399424 -206,206,2014-03-27,-0.6910302071487522,-0.6910302071487522,-0.650373708296966,-0.6977072518954761,-0.610281637338311,0.5599506971118661,0.0371903516352176,0.0696097537875175,0.8931998610496521,-0.526423416671972 -207,207,2014-03-28,-0.6108411993868571,-0.6108411993868571,-0.6014002383618379,-0.5806316772760615,-0.6034473992069868,0.6028996077252603,0.0509146666154265,0.3361778892576694,0.61290745716542,-0.6452973876590138 -208,208,2014-03-31,-0.6730868828418829,-0.6730868828418829,-0.6009293741573576,-0.643114985859468,-0.5446429406510735,0.306549853265415,0.0,0.0,0.0,-0.589523492531707 -209,209,2014-04-01,-0.5377976748034854,-0.5377976748034854,-0.5787971847540185,-0.6078474116880916,-0.6635236717385031,0.077473855144477,0.0,0.0,0.0,-0.60699549508854 -210,210,2014-04-02,-0.3262896009428001,-0.3262896009428001,-0.3789792121010132,-0.4553430049483541,-0.4890168802680116,0.8521668176575719,0.0239547211676836,0.2190277390182018,0.7570175230503082,-0.5473140850861584 -211,211,2014-04-03,-0.4039379268420964,-0.4039379268420964,-0.3030077314410929,-0.3917325033018184,-0.3253175519981394,0.8842819734520401,0.0,0.0,0.0,-0.3914856250407375 -212,212,2014-04-04,-0.6130640972596685,-0.6130640972596685,-0.4201042716693323,-0.5648498225497623,-0.3934991945768889,0.980105058527614,0.0,0.0,0.0,-0.3489427706055291 -213,213,2014-04-07,-0.6878541844573915,-0.6878541844573915,-0.6095625581983004,-0.6894941541871831,-0.7145406000644675,0.641669459876008,0.0,0.0,0.0,-0.4914398162179507 -214,214,2014-04-08,-0.5617750333524738,-0.5617750333524738,-0.6050104218046773,-0.6426316727496285,-0.6471537843821618,-0.0320220190317119,0.0,0.0,0.0,-0.6062171740415536 -215,215,2014-04-09,-0.5384330156322463,-0.5384330156322463,-0.5742452729022185,-0.5706472761828514,-0.5405105683199042,-0.4252623354570461,0.0,0.0,0.0,-0.5595211289023985 -216,216,2014-04-10,-0.740731259710267,-0.740731259710267,-0.5891568708780558,-0.6849849211976701,-0.5395570488680488,0.0411569286131087,0.0,0.0,0.0,-0.5350012153489684 -217,217,2014-04-11,-0.7472418563616601,-0.7472418563616601,-0.7539712431628093,-0.7685644553991239,-0.7971850910958476,0.4626286019355604,0.0,0.0,0.0,-0.6518988157582698 -218,218,2014-04-14,-0.8375931372723254,-0.8375931372723254,-0.7313681895549901,-0.8360398493448861,-0.6860918902383664,0.152787756569128,0.3283786460136373,0.4061349034309387,0.2654864750802517,-0.732723184123769 -219,219,2014-04-15,-0.903967513935632,-0.903967513935632,-0.8749921008453652,-0.9985284268093342,-0.8213425086821369,1.5055989479311576,0.0816831979900598,0.517468050122261,0.4008487462997436,-0.7793020818752059 -220,220,2014-04-16,-0.8213966027306225,-0.8213966027306225,-0.8640043712401967,-0.8938531277268311,-0.8545592704739777,0.039044687107532,0.0232280511409044,0.7525124549865723,0.2242594361305236,-0.9266621145712788 -221,221,2014-04-17,-0.8371168020138657,-0.8371168020138657,-0.8279023122699818,-0.841353989868136,-0.8130782187262603,-0.2506276587217802,0.0,0.0,0.0,-0.8321700544164284 -222,222,2014-04-21,-0.7377144697400223,-0.7377144697400223,-0.7665285201162448,-0.8426424408802106,-0.8532876838516059,-0.402481924380772,0.4537736177444458,0.0091557344421744,0.537070631980896,-0.8077887990375763 -223,223,2014-04-22,-0.5112798615427115,-0.5112798615427115,-0.5604321335283455,-0.6653384045406442,-0.7057995503826637,0.6301316245552231,0.0,0.0,0.0,-0.7644533823419204 -224,224,2014-04-23,-0.6803911444398941,-0.6803911444398941,-0.6010863288921843,-0.633291381978207,-0.5473448064512281,0.0602579512603137,0.023614889010787,0.6872138381004333,0.2891711592674255,-0.5975401635636666 -225,225,2014-04-24,-0.6824554910440341,-0.6824554910440341,-0.6629307607085781,-0.6944862395495391,-0.6350749619124011,-0.3486538343999448,0.0826999321579933,0.0122909676283597,0.9050090909004213,-0.6013552595179118 -226,226,2014-04-25,-0.8096463182361725,-0.8096463182361725,-0.7586803342912595,-0.7838629970155835,-0.7750934049686804,-0.0076290364834383,0.0,0.0,0.0,-0.6363956758591098 -227,227,2014-04-28,-0.8309239893522604,-0.8309239893522604,-0.8043573057113779,-0.8990062406696336,-0.8068798875827377,0.0026596237534032,0.0,0.0,0.0,-0.7421085609013478 -228,228,2014-04-29,-0.6973815710790298,-0.6973815710790298,-0.7516166975985842,-0.8180036084923293,-0.8353285974088392,-0.2841736877942198,0.0,0.0,0.0,-0.8086342742584989 -229,229,2014-04-30,-0.6819791557855744,-0.6819791557855744,-0.7357633712137868,-0.7254058386803484,-0.7496646281132501,-0.5881774786774991,0.0,0.0,0.0,-0.7416905604309291 -230,230,2014-05-01,-0.6845196104973594,-0.6845196104973594,-0.6437811603505947,-0.6543873772277556,-0.6943564075474733,-0.3612137220621378,0.0,0.0,0.0,-0.6943960268064018 -231,231,2014-05-02,-0.6340244386875976,-0.6340244386875976,-0.6855340388582204,-0.6410213969451586,-0.6701987626079531,-0.6685335049864302,0.0,0.0,0.0,-0.6638740078524287 -232,232,2014-05-05,-0.5435141522066315,-0.5435141522066315,-0.5861745063745236,-0.6088135771707732,-0.656212901234482,-0.4277379733506791,0.0,0.0,0.0,-0.6326753822923822 -233,233,2014-05-06,-0.6916650936758841,-0.6916650936758841,-0.570948774387209,-0.6357070260534105,-0.5430537415646474,-0.3165159663312231,0.0,0.0,0.0,-0.5744281637828743 -234,234,2014-05-07,-0.7858277381066715,-0.7858277381066715,-0.703742135349067,-0.790304791338959,-0.6536699553429697,0.715211803908885,0.1913285840302706,0.3371174104511737,0.4715540047734975,-0.6279075551162517 -235,235,2014-05-08,-1.1472335432017764,-1.1472335432017764,-0.951748579721243,-1.1003052294437912,-1.0929564122834072,2.9585712687511823,0.0444457113742828,0.6125170323997736,0.3430372186005115,-0.7436592443286004 -236,236,2014-05-09,-1.0889575473847288,-1.0889575473847288,-1.1244111378309818,-1.112866302192651,-1.1269675462652295,0.3327143932054626,0.0535818487405777,0.0289042331278324,0.9175139665603638,-1.0837507432480116 -237,237,2014-05-12,-1.0506894496295052,-1.0506894496295052,-1.0649212515788136,-1.0700299710032684,-1.0632361158349342,-0.0063571491252416,0.0,0.0,0.0,-1.0582829249927397 -238,238,2014-05-13,-0.963513737108572,-0.963513737108572,-0.9997803212474108,-1.019785680007828,-1.0649844621832336,0.0151967991413427,0.0,0.0,0.0,-1.0191988382419113 -239,239,2014-05-14,-0.9562092483597456,-0.9562092483597456,-0.9661893134925996,-0.9537595342860888,-0.9824988910604958,-0.3687541971143044,0.0,0.0,0.0,-0.9680371895026716 -240,240,2014-05-15,-0.9884435390236644,-0.9884435390236644,-0.9790607244575124,-0.9827465720830356,-0.966129231057387,-0.2248265151697888,0.0279386639595031,0.030581384897232,0.9414799213409424,-0.9281930152250206 -241,241,2014-05-16,-0.9412829411739354,-0.9412829411739354,-0.9887925916422426,-0.9437751331928792,-0.9824988910604958,-0.5774799975040942,0.8070783615112305,0.0182830598205328,0.1746386289596557,-0.9472154628624374 -242,242,2014-05-19,-0.8693510926777843,-0.8693510926777843,-0.9126639317056716,-0.9070580804289812,-0.9543680210516802,-0.5584016871311428,0.0,0.0,0.0,-0.925461741160504 -243,243,2014-05-20,-0.8818954964204819,-0.8818954964204819,-0.8743642819060581,-0.8576191577042738,-0.8555130172790644,-0.3370932868049064,0.0,0.0,0.0,-0.8799166124983465 -244,244,2014-05-21,-0.8159976821664501,-0.8159976821664501,-0.8658880525999415,-0.829920340550903,-0.867591612395593,-0.3963041857838164,0.0,0.0,0.0,-0.8552335506501186 -245,245,2014-05-22,-0.7297748673132505,-0.7297748673132505,-0.7558549245225541,-0.7531046558337188,-0.8013172360737856,-0.1852844456944216,0.0,0.0,0.0,-0.8160616927385025 -246,246,2014-05-23,-0.6913477639877253,-0.6913477639877253,-0.7420417851486804,-0.7057590916548232,-0.7348839398433352,-0.6867033243892411,0.0,0.0,0.0,-0.7377394877021299 -247,247,2014-05-27,-0.623703159968527,-0.623703159968527,-0.646135481372996,-0.6220185298729224,-0.6714703492303249,-0.3836534490246093,0.0,0.0,0.0,-0.6869535924862633 -248,248,2014-05-28,-0.644663501396456,-0.644663501396456,-0.6634018494548822,-0.6613122542924722,-0.6476305441080895,-0.3486765466741984,0.0,0.0,0.0,-0.6240377586015154 -249,249,2014-05-29,-0.644663501396456,-0.644663501396456,-0.6677968065718547,-0.6216967050805273,-0.6388892670730544,-0.7580880023680342,0.0,0.0,0.0,-0.6291227656071597 -250,250,2014-05-30,-0.6838847239702279,-0.6838847239702279,-0.6315377928668122,-0.632969326817313,-0.643180331959635,-0.3291439908161767,0.0,0.0,0.0,-0.6212047700960859 -251,251,2014-06-02,-0.7326331060148229,-0.7326331060148229,-0.7170841859766364,-0.7191253023059188,-0.6903831824781778,-0.5365070547507557,0.0,0.0,0.0,-0.6438777948996045 -252,252,2014-06-03,-0.728821969645516,-0.728821969645516,-0.7382746469710149,-0.7043098434308002,-0.7514127471083183,-0.7198632447993709,0.0335447303950786,0.0316611640155315,0.9347941279411316,-0.6948089624101084 -253,253,2014-06-04,-0.7439072824016276,-0.7439072824016276,-0.7655867917072843,-0.739577417602177,-0.7377447255521328,-0.8182982414140988,0.0,0.0,0.0,-0.7044365589898613 -254,254,2014-06-05,-0.6976993550688176,-0.6976993550688176,-0.7194387315408616,-0.6807979737375499,-0.7358374592951906,-0.6758468572960615,0.0,0.0,0.0,-0.725699524900723 -255,255,2014-06-06,-0.6775329057383214,-0.6775329057383214,-0.6941672228991632,-0.6303926551616624,-0.6519218363479014,-0.8986088431745228,0.0638502240180969,0.0160841941833496,0.9200655817985536,-0.6943990657264291 -256,256,2014-06-09,-0.7229469409736989,-0.7229469409736989,-0.7070384093222527,-0.678382560030845,-0.6805294660826452,-0.9595004504481928,0.0476824790239334,0.0752380723133683,0.8770793974399567,-0.6626359160813153 -257,257,2014-06-10,-0.7707426525013742,-0.7707426525013742,-0.7544421073672896,-0.7210576332712828,-0.736473138929761,-0.7984704259907814,0.0172057878226041,0.0913304835557937,0.8914637565612793,-0.689474048922221 -258,258,2014-06-11,-0.7362852368138285,-0.7362852368138285,-0.7853644355463986,-0.7580969715645732,-0.783040082460503,-0.6933580207455206,0.0,0.0,0.0,-0.7312696269640548 -259,259,2014-06-12,-0.7513703224191249,-0.7513703224191249,-0.7087651359471708,-0.7023772820969376,-0.7258248229910155,-0.2354331472461796,0.1139861308038234,0.0206207516603171,0.8653931021690369,-0.7378196913561832 -260,260,2014-06-13,-0.7053211735058019,-0.7053211735058019,-0.7572675171359949,-0.7205745505299418,-0.7309104874208084,-0.7917475928117413,0.118172712624073,0.024126103768746,0.8577012022336324,-0.7215062919564168 -261,261,2014-06-16,-0.4164823305847935,-0.4164823305847935,-0.4637408315367032,-0.6452083444052791,-0.6994420719772672,1.4118199675384,0.0,0.0,0.0,-0.7008217934107477 -262,262,2014-06-17,-0.3043765889979521,-0.3043765889979521,-0.3059898714028017,-0.3780442374898293,-0.4236960233980592,1.4251066479767056,0.0,0.0,0.0,-0.5402036080889997 -263,263,2014-06-18,-0.3766262214838906,-0.3766262214838906,-0.3661080256779242,-0.3253843024191848,-0.306245798841644,-0.0204614714366735,0.9393414258956908,0.0128729352727532,0.0477857515215873,-0.3213283724576555 -264,264,2014-06-19,-0.3659871587750321,-0.3659871587750321,-0.3096002793874646,-0.3112129538658552,-0.347885770498003,0.4003742582066796,0.8444711565971375,0.0066559091210365,0.1488730013370514,-0.2969264702986181 -265,265,2014-06-20,-0.3374049989101178,-0.3374049989101178,-0.3727005736242959,-0.3240960817756089,-0.3536073419155981,-0.4829515120609707,0.0,0.0,0.0,-0.2940422670527288 -266,266,2014-06-23,-0.2162482059600978,-0.2162482059600978,-0.2518366706765668,-0.2915659764718314,-0.3378731341938275,0.1727972701864735,0.0,0.0,0.0,-0.3021246323852781 -267,267,2014-06-24,-0.2911970715773083,-0.2911970715773083,-0.2064733841842774,-0.2366516552749298,-0.1875242150160878,0.2374818272604802,0.0,0.0,0.0,-0.2554838240866188 -268,268,2014-06-25,-0.2214881209539695,-0.2214881209539695,-0.2744397242843856,-0.2590363319050506,-0.2816113941761953,-0.2790634260871792,0.0,0.0,0.0,-0.2532551635599471 -269,269,2014-06-26,-0.2419721271234388,-0.2419721271234388,-0.2297044812732274,-0.1951035447291224,-0.2161318447508311,-0.4335523155595786,0.0,0.0,0.0,-0.2399975472142768 -270,270,2014-06-27,-0.187030932417239,-0.187030932417239,-0.2359831197499452,-0.1904335145276609,-0.2555467103329638,-0.3169020749935328,0.0,0.0,0.0,-0.238859858977398 -271,271,2014-06-30,-0.1711519547145089,-0.1711519547145089,-0.1655052793507851,-0.1179658048510451,-0.1783059509018937,-0.5000538545738664,0.0,0.0,0.0,-0.2173820831312749 -272,272,2014-07-01,-0.1765508752786814,-0.1765508752786814,-0.1819866492167133,-0.1227970930014517,-0.1320570745416684,-0.6119118052724208,0.0,0.0,0.0,-0.1835201421006552 -273,273,2014-07-02,-0.3399456807727175,-0.3399456807727175,-0.1994101965752496,-0.3100857608027261,-0.160664476923181,0.2264663742475261,0.0,0.0,0.0,-0.1844015480819003 -274,274,2014-07-03,-0.3428039194742908,-0.3428039194742908,-0.363125661174392,-0.3595246835274336,-0.3095833442763692,-0.4232636553227369,0.0,0.0,0.0,-0.2969053468250952 -275,275,2014-07-07,-0.4474463938928201,-0.4474463938928201,-0.396402310375902,-0.4174989894898252,-0.3698183093632968,-0.2581454214996932,0.2428684830665588,0.0129773681983351,0.744154155254364,-0.3414853800319231 -276,276,2014-07-08,-0.5044519352031605,-0.5044519352031605,-0.5348464908751703,-0.5162158073587922,-0.5104726594073764,0.1830405058748081,0.7152611017227173,0.0189777445048093,0.2657611072063446,-0.4198963692024259 -277,277,2014-07-09,-0.4410945756609135,-0.4410945756609135,-0.4836756546524676,-0.4366624234055109,-0.4688326877510173,-0.6620377945499253,0.0,0.0,0.0,-0.4855974626721749 -278,278,2014-07-10,-0.4982591225415551,-0.4982591225415551,-0.515068847036056,-0.4877118523031865,-0.5338354774504533,-0.4920364217623761,0.0643364861607551,0.3381837606430053,0.5974797010421753,-0.4506078439647663 -279,279,2014-07-11,-0.5193782423889708,-0.5193782423889708,-0.5248009387626105,-0.4625897068054662,-0.479322311134352,-0.8467112965052442,0.0275748204439878,0.7433800101280212,0.2290451377630233,-0.4873771376614831 -280,280,2014-07-14,-0.3832953694039551,-0.3832953694039551,-0.4119419518328697,-0.4972134010235535,-0.4891758001766538,0.0392718098500671,0.0,0.0,0.0,-0.5003947687049992 -281,281,2014-07-15,-0.4963535543569016,-0.4963535543569016,-0.4298361388540629,-0.4545378670461191,-0.3820562790949305,-0.297937325991849,0.0,0.0,0.0,-0.4457566550412208 -282,282,2014-07-16,-0.5347808848332407,-0.5347808848332407,-0.4745716064070445,-0.4751507795543268,-0.4600914107159822,-0.6781407969956664,0.0379917547106742,0.0958532840013504,0.8661549687385559,-0.463695578722245 -283,283,2014-07-17,-0.5627279310202079,-0.5627279310202079,-0.5412823086285387,-0.5270055767227354,-0.5500464448981517,-0.5407542500361627,0.0648626759648323,0.0122851599007844,0.9228521585464478,-0.4936576915578589 -284,284,2014-07-18,-0.489366849597864,-0.489366849597864,-0.5309226225045015,-0.4894833860566019,-0.5533842176861081,-0.6306267192573161,0.0,0.0,0.0,-0.5356884879684709 -285,285,2014-07-21,-0.4811096903321186,-0.4811096903321186,-0.4995292055790888,-0.4767612857272948,-0.5327232654431866,-0.7286301826612271,0.0071276021189987,0.945383369922638,0.0474890433251857,-0.5041524826987294 -286,286,2014-07-22,-0.4963535543569016,-0.4963535543569016,-0.4981163884238243,-0.4382729295784794,-0.4542109193897443,-0.9766936420581024,0.0,0.0,0.0,-0.4864036106927444 -287,287,2014-07-23,-0.4501456270240912,-0.4501456270240912,-0.475356604623002,-0.4331195862671784,-0.4888581877126003,-0.896451177120439,0.0,0.0,0.0,-0.4772016118834784 -288,288,2014-07-24,-0.4334727572239292,-0.4334727572239292,-0.4698625152785942,-0.4110571951664497,-0.437364272307476,-0.8596118682812399,0.0,0.0,0.0,-0.4553381315405598 -289,289,2014-07-25,-0.4329964219654695,-0.4329964219654695,-0.4405099589895769,-0.3957586535499905,-0.445787709525226,-0.8955881106988055,0.0,0.0,0.0,-0.4388063172121662 -290,290,2014-07-28,-0.413147756624761,-0.413147756624761,-0.3615558892843007,-0.4013948492341341,-0.4214711446770628,-0.1171930474823879,0.0,0.0,0.0,-0.4263578580137591 -291,291,2014-07-29,-0.4101307395037017,-0.4101307395037017,-0.419633407464852,-0.3456751597664985,-0.3839633179986414,-0.8285187648281799,0.0,0.0,0.0,-0.4162919121167381 -292,292,2014-07-30,-0.348043834468162,-0.348043834468162,-0.3992277201446074,-0.4071923028672231,-0.4585019842763253,-0.4775232785143809,0.4360325634479522,0.0191817339509725,0.544785737991333,-0.3896515474242743 -293,293,2014-07-31,-0.4372836664424213,-0.4372836664424213,-0.3709738469993778,-0.3997843430611655,-0.3418463592631229,0.1632581149999978,0.3322459193360474,0.1665477677144938,0.5012063257810142,-0.3803929114878332 -294,294,2014-08-01,-0.2789702246735842,-0.2789702246735842,-0.2752247225003428,-0.3273168637530474,-0.3922276079545171,1.1050679914704455,0.6953696807225546,0.0150681630087395,0.2895621980230013,-0.4061440643456485 -295,295,2014-08-04,-0.195605648521957,-0.195605648521957,-0.2281349339249599,-0.2102412891336331,-0.260473682207346,-0.2431553204923742,0.0502958931028842,0.0446365140378475,0.9050675630569458,-0.3049109645302889 -296,296,2014-08-05,-0.1960819837804171,-0.1960819837804171,-0.1890502859093886,-0.1712696198749786,-0.211363792785092,-0.3728651187541903,0.0,0.0,0.0,-0.2025921360518501 -297,297,2014-08-06,-0.030305274843267,-0.030305274843267,-0.0567277891520113,-0.1247296543353146,-0.1886364270233549,0.5039876533512085,0.0,0.0,0.0,-0.1815963567567202 -298,298,2014-08-07,0.0246361470137479,0.0246361470137479,0.0259934187309308,0.0450058553547444,-0.0103153303922101,0.1018895499670041,0.0308155640959739,0.4557831287384033,0.5134012699127197,-0.1027665701441248 -299,299,2014-08-08,-0.0430084570054508,-0.0430084570054508,-0.051390879084254,0.002813404118651,0.0062132495195421,-0.4406612574009284,0.0533781722187995,0.2736186906695366,0.6730031222105026,0.0027593216949763 -300,300,2014-08-11,0.1346775419964498,0.1346775419964498,0.1366543657476257,0.1396969837125364,0.0748716518242197,0.2432507449208726,0.3320834391439954,0.2827992889409264,0.3851172576347987,-0.0123200238614212 -301,301,2014-08-12,0.1448402694468485,0.1448402694468485,0.0826578952143938,0.1329333645967653,0.1161940110165253,-0.1471732494970258,0.1244775778613984,0.493195244576782,0.3823271957226097,0.075536498551367 -302,302,2014-08-13,0.1503977412796929,0.1503977412796929,0.166478010782947,0.2139359967740697,0.1786538548244489,-0.0221876042799406,0.0158015824854373,0.9470837712287904,0.0371147021651268,0.1127570942171348 -303,303,2014-08-14,0.1673881679188285,0.1673881679188285,0.1250388172031507,0.1638529637275746,0.1862824651457548,-0.6594940198335317,0.0,0.0,0.0,0.140700507596295 -304,304,2014-08-15,0.177391889798926,0.177391889798926,0.1107552627084446,0.19606078350196,0.170230417606699,-0.7182506733273715,0.0,0.0,0.0,0.1599552836491306 -305,305,2014-08-18,0.144522258306246,0.144522258306246,0.1919064741594716,0.2161908436373247,0.1983612876155151,-0.2682523835425068,0.0,0.0,0.0,0.1695581219686614 -306,306,2014-08-19,0.0940270864964841,0.0940270864964841,0.0674326123107272,0.0852659756254738,0.1287493658589821,-0.3850843223025806,0.0,0.0,0.0,0.1437722598772012 -307,307,2014-08-20,0.0773542166963216,0.0773542166963216,0.0581711602468297,0.1074891639381511,0.0619984571644778,-0.9090337770568856,0.0,0.0,0.0,0.0792460888629985 -308,308,2014-08-21,0.0555999831709598,0.0555999831709598,0.0591128886557902,0.1116763417667701,0.0914006864424344,-0.9345396610435812,0.0,0.0,0.0,0.0842556740446324 -309,309,2014-08-22,0.0943450976370867,0.0943450976370867,0.0300742418364264,0.1012088579322195,0.0599322709988931,-0.9532091504799696,0.0,0.0,0.0,0.0770296361547697 -310,310,2014-08-25,0.1859663787528297,0.1859663787528297,0.1357126373386651,0.1910686981396044,0.1179423573648248,-0.6160000146380532,0.0,0.0,0.0,0.0911459187198143 -311,311,2014-08-26,0.1731046453219741,0.1731046453219741,0.1642806444953724,0.2469491848191885,0.2258564779897609,-0.7295840981798747,0.0,0.0,0.0,0.1491942890725373 -312,312,2014-08-27,0.1970817767201479,0.1970817767201479,0.144502551572611,0.2248867937184598,0.2023349673912731,-0.9187546304373894,0.0356010645627975,0.0948231220245361,0.8695757985115051,0.1824849131380287 -313,313,2014-08-28,0.2067683960629017,0.2067683960629017,0.1482699142921007,0.2466271296582945,0.1767468159207381,-0.9505972389408154,0.0,0.0,0.0,0.207286671627322 -314,314,2014-08-29,0.2995013532658654,0.2995013532658654,0.2663084074711253,0.341157000067141,0.2849792310694218,-0.132455695780749,0.0840910822153091,0.0606385804712772,0.8552703857421875,0.2265942116739646 -315,315,2014-09-02,0.5284766433257772,0.5284766433257772,0.4686376558813587,0.4505027900881026,0.3930524989562308,0.640965379374149,0.908263087272644,0.0216580275446176,0.0700788497924804,0.2658464817929692 -316,316,2014-09-03,0.4819511591539923,0.4819511591539923,0.517454395623483,0.5439052370653216,0.5864718963213452,-0.0585953799083228,0.0585997675855954,0.2108909785747528,0.7305092513561249,0.4214592678964542 -317,317,2014-09-04,0.558963917073712,0.558963917073712,0.5711365076034138,0.5487365252157287,0.5283031174000022,0.2978510522263193,0.4744199924170971,0.0239587342366576,0.5016212873160839,0.4971551607825856 -318,318,2014-09-05,0.4216108167328056,0.4216108167328056,0.4374016427744187,0.4216767798716045,0.5050989919123362,0.9401995926641904,0.0870688622817397,0.7388145327568054,0.1741165686398744,0.5416052056749134 -319,319,2014-09-08,0.4965596823500147,0.4965596823500147,0.4684809256883548,0.5023573568880132,0.426745793120769,-0.34720024884772,0.7774150371551514,0.0083872389513999,0.2141976431012153,0.4321054091720165 -320,320,2014-09-09,0.4389188002109135,0.4389188002109135,0.4780558381382583,0.493983461967772,0.5120919225990734,-0.5613315705098461,0.861620306968689,0.0108029041439294,0.1275768280029297,0.5091126556365857 -321,321,2014-09-10,0.4805219262277985,0.4805219262277985,0.4140138154924664,0.4401961034654996,0.4566250094778854,-0.7379195028309142,0.0,0.0,0.0,0.4884146309174618 -322,322,2014-09-11,0.4679772953342866,0.4679772953342866,0.4670681085330911,0.520232570160122,0.4718822301204962,-0.7413717685174482,0.0356497652828693,0.0552366338670253,0.9091136455535888,0.4849755864199255 -323,323,2014-09-12,0.4503517550172056,0.4503517550172056,0.4293962776727836,0.493983461967772,0.472518364461529,-0.8416464593467107,0.0,0.0,0.0,0.5015251873684787 -324,324,2014-09-15,0.0479781647339754,0.0479781647339754,0.303980238331431,0.0451671133036899,0.3750929578070026,2.140656848333651,0.0695687085390091,0.1458472907543182,0.7845839858055115,0.4948993883223373 -325,325,2014-09-16,0.1572258947700592,0.1572258947700592,0.1165628124388583,0.098148642798231,0.0696270674857836,0.2884027461368577,0.0579241253435611,0.9095886945724488,0.0324871204793453,0.1308385268611048 -326,326,2014-09-17,0.1673881679188285,0.1673881679188285,0.1517233675419369,0.2121644630206542,0.1850111058766142,-0.4207653051548505,0.6664978712797165,0.0086497808806598,0.3248523212969303,0.134807952283402 -327,327,2014-09-18,0.206132828083326,0.206132828083326,0.16585019184364,0.2575779266026846,0.2001096339638146,-0.7580652900937808,0.0,0.0,0.0,0.1858276655813674 -328,328,2014-09-19,0.1346775419964498,0.1346775419964498,0.1003953520425836,0.144044958753104,0.1147635044855109,-0.0498284420464666,0.0,0.0,0.0,0.2270065216176655 -329,329,2014-09-22,-0.012838285794857,-0.012838285794857,0.0154767778720669,-0.0260126060978487,0.0672430415029138,0.2688701902788359,0.0,0.0,0.0,0.1317753633395141 -330,330,2014-09-23,-0.0068042515527382,-0.0068042515527382,-0.0193698677613581,-0.0213425758963871,-0.0881919968110817,-0.3115192659954501,0.0,0.0,0.0,-0.0013563824780088 -331,331,2014-09-24,0.0206664593757692,0.0206664593757692,-0.0344384204720217,0.0115098149367831,0.0055775698849718,-0.7451420060435315,0.0,0.0,0.0,-0.0147714938334262 -332,332,2014-09-25,-0.0617456734097532,-0.0617456734097532,-0.0011617712705118,-0.003627699099229,0.0278281759207816,-0.4987819672156696,0.0,0.0,0.0,0.001264191662389 -333,333,2014-09-26,-0.0673031452425976,-0.0673031452425976,-0.0832551602141469,-0.0041110122090685,-0.0400358541939143,-0.7347170721611688,0.0,0.0,0.0,-0.0435564124718066 -334,334,2014-09-29,-0.0885808163586851,-0.0885808163586851,-0.1003643490193822,-0.0796387066511747,-0.1075815897848627,-0.4945801964787696,0.0,0.0,0.0,-0.0655748516669495 -335,335,2014-09-30,-0.1295488286976239,-0.1295488286976239,-0.1159039904763499,-0.099929563998488,-0.0611737935159949,-0.6341244094923572,0.0,0.0,0.0,-0.100332842102279 -336,336,2014-10-01,-0.1682934888621214,-0.1682934888621214,-0.1942300167004953,-0.1719139605652647,-0.1361889921663752,-0.2472435298580067,0.0,0.0,0.0,-0.1351478346331202 -337,337,2014-10-02,0.0092335045694779,0.0092335045694779,-0.0352234186879793,-0.0155451222632981,-0.0090439711230695,0.446957132700636,0.0332877412438392,0.062461469322443,0.9042508006095886,-0.1812584705603539 -338,338,2014-10-03,0.0694148414203641,0.0694148414203641,0.0230110542273987,0.0757641965366083,0.0364103056939428,-0.3688450462113184,0.0,0.0,0.0,-0.0668890356120793 -339,339,2014-10-06,0.155320099434591,0.155320099434591,0.1170334521015148,0.1847879313966759,0.1328817381901514,0.1551271208172399,0.0,0.0,0.0,0.0371683083652981 -340,340,2014-10-07,0.1386472296344285,0.1386472296344285,0.1008664407888876,0.15145314892766,0.1233456342586722,-0.5779796675376715,0.1902822870761156,0.0160524221137166,0.7936652600765228,0.1140081013983641 -341,341,2014-10-08,0.1340424283185035,0.1340424283185035,0.1231553603852296,0.101691710305062,0.1482981060946369,-0.4486105533896581,0.0,0.0,0.0,0.1399943757966233 -342,342,2014-10-09,0.0979972284360923,0.0979972284360923,0.1649084634346795,0.1300344074117223,0.1824683873383331,0.0751799154448721,0.0484945103526115,0.0500653944909572,0.9014401435852052,0.1113857294164918 -343,343,2014-10-10,-0.2211707912658111,-0.2211707912658111,-0.1435298201404491,-0.1791606624223772,-0.0974098062188132,1.330487313436568,0.100538807362318,0.0566464733332395,0.8428147077560425,0.0781866751618223 -344,344,2014-10-13,-0.4167998874237666,-0.4167998874237666,-0.2523075348810467,-0.4078366435575096,-0.1938812387150218,0.962639319626662,0.0,0.0,0.0,-0.1493016940401687 -345,345,2014-10-14,-0.3775788920008095,-0.3775788920008095,-0.3541785676637957,-0.3756285934146258,-0.3578984068021787,0.0170364933558773,0.0,0.0,0.0,-0.3184870418188177 -346,346,2014-10-15,-0.3356584362957657,-0.3356584362957657,-0.3774096647527461,-0.4670989397949792,-0.4890168802680116,0.4808211336126247,0.0,0.0,0.0,-0.3391385293508571 -347,347,2014-10-16,-0.3888528412367995,-0.3888528412367995,-0.3942049440883274,-0.4384339571589264,-0.4934670924164656,-0.3704349054090644,0.0,0.0,0.0,-0.3581033268877565 -348,348,2014-10-17,-0.3709097440807449,-0.3709097440807449,-0.3180765086935803,-0.3184596557229672,-0.276366582484528,0.7992699309211387,0.0229908023029565,0.6157224774360657,0.3612866997718811,-0.3774334204879347 -349,349,2014-10-20,-0.3234313622412273,-0.3234313622412273,-0.3552774753494067,-0.3352076759319479,-0.3822149716503419,-0.8030810176642447,0.1620936766266822,0.0109572396613657,0.8269490897655487,-0.3430140759789783 -350,350,2014-10-21,-0.2461008203317189,-0.2461008203317189,-0.3083444169670268,-0.2500178659260245,-0.2622218012024143,-0.6586536656861518,0.0879316938420136,0.0228763626267512,0.8891919453938802,-0.3120128312540369 -351,351,2014-10-22,-0.3134276403611298,-0.3134276403611298,-0.2769512245834371,-0.2538827582252511,-0.2793865154551989,-0.6617652472588831,0.0,0.0,0.0,-0.2762172432860603 -352,352,2014-10-23,-0.2468947124291521,-0.2468947124291521,-0.29437454740015,-0.2306931740613933,-0.2560234700588916,-0.8035352631493149,0.0460334625095129,0.0557051748037338,0.8982613682746887,-0.2994546730013118 -353,353,2014-10-24,-0.2476886045265849,-0.2476886045265849,-0.270515631371893,-0.2435765323396459,-0.2304355459415878,-0.8101445349570874,0.0,0.0,0.0,-0.2767402652574218 -354,354,2014-10-27,-0.4631665931760632,-0.4631665931760632,-0.3205877844508084,-0.4189482377138487,-0.2625396410196994,0.5730329670818899,0.0,0.0,0.0,-0.2741855464878233 -355,355,2014-10-28,-0.1281195957714301,-0.1281195957714301,-0.163778552725867,-0.2910828937304904,-0.3364426276628131,0.7917521681432257,0.0105407405644655,0.9710376858711244,0.0184216536581516,-0.4048192143870897 -356,356,2014-10-29,-0.202274796442022,-0.202274796442022,-0.2124381131913416,-0.1720749881457117,-0.1531950138637489,-0.4696421193484117,0.0383725380524992,0.0338129037991166,0.9278146028518676,-0.2337546222982388 -357,357,2014-10-30,-0.1933822963475157,-0.1933822963475157,-0.2281349339249599,-0.1814152789171337,-0.2007152494931148,-0.8634956671785908,0.0,0.0,0.0,-0.1831526115373561 -358,358,2014-10-31,-0.1451104767121951,-0.1451104767121951,-0.187009649814817,-0.1219917247307186,-0.1312622476452243,-0.739282239286125,0.0,0.0,0.0,-0.1908404237530305 -359,359,2014-11-03,-0.1309780616238176,-0.1309780616238176,-0.1173168076316144,-0.0806048721338568,-0.1234744900620447,-0.6419601441098193,0.1537486314773559,0.0080085294321179,0.8382428288459778,-0.1728705447983951 -360,360,2014-11-04,-0.1890950518705643,-0.1890950518705643,-0.1990958380219485,-0.1577423816434361,-0.1633663427233359,-0.7603365175191321,0.0,0.0,0.0,-0.1471953053545946 -361,361,2014-11-05,-0.3154919869652698,-0.3154919869652698,-0.2146354794789162,-0.2543660713350906,-0.1552607453228711,0.457790887519562,0.3376691279311974,0.0976232339938481,0.5647076641519865,-0.1912552661300876 -362,362,2014-11-06,-0.1527322951491795,-0.1527322951491795,-0.1309729922706611,-0.2870572042193154,-0.2587253358590465,1.890662845625227,0.8735635280609131,0.0155124394223093,0.1109240129590034,-0.2724606912323406 -363,363,2014-11-07,-0.168929056841697,-0.168929056841697,-0.1914048314736137,-0.1469530730164895,-0.1363481394282491,-0.4245582549551873,0.0,0.0,0.0,-0.2130289791588671 -364,364,2014-11-10,-0.1414578916115601,-0.1414578916115601,-0.1907770125343067,-0.1533944066028685,-0.1852988815886297,-0.5571525120471995,0.0,0.0,0.0,-0.1436843993364132 -365,365,2014-11-11,0.0038345840053054,0.0038345840053054,-0.0504491506752935,-0.0696540751894666,-0.1306265680106541,0.2086145266842644,0.0,0.0,0.0,-0.143072325090919 -366,366,2014-11-12,-0.0276058145611807,-0.0276058145611807,-0.0422870553806546,-0.0120020547564671,-0.0166725814443754,-0.2633465323037478,0.0,0.0,0.0,-0.0661146770784618 -367,367,2014-11-13,0.013679754616731,0.013679754616731,0.0112383264062731,0.0632031237877481,-0.0023688802536191,-0.1804013067299162,0.0,0.0,0.0,-0.0336935491091085 -368,368,2014-11-14,0.124514814546051,0.124514814546051,0.0598978868717478,0.0350216846300333,-0.0122223692959209,-0.211040164697906,0.0,0.0,0.0,0.0016367638163583 -369,369,2014-11-17,0.0498835057678141,0.0498835057678141,0.0622524324359729,0.0917070788433539,0.1068170543469199,-0.6824107045553269,0.0114020500332117,0.9119378328323364,0.0766601115465164,0.050711005947694 -370,370,2014-11-18,0.1089536208331092,0.1089536208331092,0.0777920738929406,0.147910081420829,0.0809110630590998,-0.5808187018193607,0.0143818631768226,0.8907889723777771,0.0948291271924972,0.0589294858489651 -371,371,2014-11-19,-0.0492010425162414,-0.0492010425162414,-0.049507422266333,-0.011679999595573,-0.0025280275154929,0.2017327075854498,0.0,0.0,0.0,0.091230263647238 -372,372,2014-11-20,-0.0337984000719713,-0.0337984000719713,-0.0644192447839936,-0.005238435640696,-0.0448034514531914,-0.782004027156984,0.0,0.0,0.0,-0.0330908783845321 -373,373,2014-11-21,-0.1279610445027582,-0.1279610445027582,-0.0353805979646299,-0.0669163759533691,0.0229009766931682,0.1032977109707219,0.0,0.0,0.0,-0.035319051045366 -374,374,2014-11-24,-0.0653978042087589,-0.0653978042087589,-0.1166889886923074,-0.0915552083412499,-0.0885098366283668,-0.5088889292584832,0.1071241423487663,0.015922101214528,0.8769537210464478,-0.1078195120744812 -375,375,2014-11-25,-0.043643570683397,-0.043643570683397,-0.0834118904071499,-0.0037889570481745,-0.0543395553846706,-0.8790762873165011,0.0772440135478973,0.0221593752503395,0.9005966186523438,-0.0947677751123256 -376,376,2014-11-26,-0.0380856445489232,-0.0380856445489232,-0.0947135294819714,0.004424140660118,-0.0386053476629,-1.1467631516684125,0.0,0.0,0.0,-0.0608515729728855 -377,377,2014-11-28,-0.1003317823055789,-0.1003317823055789,-0.1309729922706611,-0.0612801802692256,-0.0861258106454971,-1.1153066518272958,0.0,0.0,0.0,-0.0413082522082932 -378,378,2014-12-01,-0.3048529242564118,-0.3048529242564118,-0.1972123812040274,-0.2788441065110228,-0.15271802678459,0.3609230378283265,0.0,0.0,0.0,-0.0860810966976852 -379,379,2014-12-02,-0.3081874982164443,-0.3081874982164443,-0.3163497820686626,-0.2951090439786625,-0.2574539765899059,-0.2596671438746786,0.0,0.0,0.0,-0.2488595445004909 -380,380,2014-12-03,-0.3420098002260432,-0.3420098002260432,-0.3973442633266859,-0.3353689338808934,-0.3896848894162359,-0.3912393486252828,0.014796626754105,0.9063674807548524,0.0788358002901077,-0.2963697222736206 -381,381,2014-12-04,-0.358206334767746,-0.358206334767746,-0.3788222573661865,-0.2981687983756544,-0.3523359826464575,-0.7210442830605536,0.4907166361808777,0.0085765421390533,0.5007068514823914,-0.341443222464878 -382,382,2014-12-05,-0.430773524092658,-0.430773524092658,-0.402523994117793,-0.3875455558416975,-0.3512233159327283,-0.2195572675429736,0.0,0.0,0.0,-0.3471736722496492 -383,383,2014-12-08,-0.5792420224008838,-0.5792420224008838,-0.4736296534562602,-0.5472964340700486,-0.4645416228644367,0.4986048443531258,0.0,0.0,0.0,-0.4118608985769642 -384,384,2014-12-09,-0.5390681293101927,-0.5390681293101927,-0.5855466874352167,-0.6772551365992174,-0.6584377799554779,0.5453694170411103,0.107238233089447,0.1058099418878555,0.7869518995285034,-0.5210618679438455 -385,385,2014-12-10,-0.651015092477548,-0.651015092477548,-0.6006154646877041,-0.6220185298729224,-0.5823096872381371,0.0644597219972137,0.0081560760736465,0.9735764265060424,0.018267523497343,-0.5633360460966421 -386,386,2014-12-11,-0.6662589565023318,-0.6662589565023318,-0.621648746405432,-0.6134836073722347,-0.639525174060856,-0.0762882415518099,0.0,0.0,0.0,-0.5889943629269574 -387,387,2014-12-12,-0.6961113437231373,-0.6961113437231373,-0.680511038260117,-0.6735512718804378,-0.7302748077862382,0.0325944012195341,0.017582930624485,0.7559263706207275,0.2264907583594322,-0.6112660119402065 -388,388,2014-12-15,-0.74311316315338,-0.74311316315338,-0.7100207738257849,-0.7030213924187256,-0.6592323794986913,-0.411544121807924,0.0,0.0,0.0,-0.653696843441076 -389,389,2014-12-16,-0.842039387319579,-0.842039387319579,-0.8060840323362959,-0.8205800497794814,-0.792734878947393,0.3170202116962847,0.0,0.0,0.0,-0.6929043937663458 -390,390,2014-12-17,-0.7148487872782545,-0.7148487872782545,-0.7594651079653932,-0.8643827768200448,-0.917178034190544,0.0766562132713505,0.0,0.0,0.0,-0.7971240369285135 -391,391,2014-12-18,-0.5173138957848308,-0.5173138957848308,-0.5744020030952215,-0.5559926145196822,-0.6101227174296685,0.1028888900341587,0.0,0.0,0.0,-0.7572200376369921 -392,392,2014-12-19,-0.5009585828236414,-0.5009585828236414,-0.5436368541927638,-0.5125119426400128,-0.4859974020038023,-0.0272070168899671,0.1766228824853897,0.5983635187149048,0.2250135838985443,-0.5567709062777118 -393,393,2014-12-22,-0.4483990644097395,-0.4483990644097395,-0.4861871549515199,-0.4519611953904686,-0.4890168802680116,-0.5066858386558923,0.0,0.0,0.0,-0.4940043667876374 -394,394,2014-12-23,-0.4742819911433814,-0.4742819911433814,-0.4821058827623767,-0.4316701076746569,-0.4284640753637988,-0.5733917881384618,0.0,0.0,0.0,-0.4473181236552369 -395,395,2014-12-24,-0.4537979849739115,-0.4537979849739115,-0.5106738899190831,-0.4360183130837229,-0.4926724928732528,-1.2941658115737154,0.0,0.0,0.0,-0.4528253319913376 -396,396,2014-12-26,-0.365510823516572,-0.365510823516572,-0.4164943127683169,-0.3997843430611655,-0.4650183825903644,-0.8411013647646264,0.4878644943237304,0.011334801868846,0.500800701479117,-0.4386176658238062 -397,397,2014-12-29,-0.3990155686871978,-0.3990155686871978,-0.4257550912067435,-0.3592026283665396,-0.3793541859415443,-0.9602272432243052,0.0,0.0,0.0,-0.3966661196805722 -398,398,2014-12-30,-0.4542743202323712,-0.4542743202323712,-0.4612295557794751,-0.4013948492341341,-0.4256032896550013,-0.937355983051017,0.0,0.0,0.0,-0.3940583389838308 -399,399,2014-12-31,-0.4514160815307984,-0.4514160815307984,-0.4607586915749945,-0.3877065834221445,-0.4399069908457572,-1.0749242282045488,0.1642647534608841,0.0108011858537793,0.8249341249465942,-0.4301672634412866 -400,400,2015-01-02,-0.5006407988338535,-0.5006407988338535,-0.4989013866397818,-0.5324809751949304,-0.4434036835423562,-0.5146351346446222,0.0,0.0,0.0,-0.4339385334018051 -401,401,2015-01-05,-0.6470454048395692,-0.6470454048395692,-0.6048534670698507,-0.6307147103225564,-0.5756345963686866,-0.3774302858791465,0.0,0.0,0.0,-0.5008746201359731 -402,402,2015-01-06,-0.6281494100157801,-0.6281494100157801,-0.6409557505818894,-0.6782213020818995,-0.6469948644735192,-0.1745188276982562,0.0,0.0,0.0,-0.6067194896460625 -403,403,2015-01-07,-0.6333895521604657,-0.6333895521604657,-0.6318514777946423,-0.5885224894549616,-0.5947063495251825,-0.922547580237726,0.0,0.0,0.0,-0.6331773403768879 -404,404,2015-01-08,-0.6386294671543373,-0.6386294671543373,-0.6472343890586071,-0.584818624736182,-0.6032887066515754,-0.8148686880018182,0.0,0.0,0.0,-0.6137723463360373 -405,405,2015-01-09,-0.7015102642873098,-0.7015102642873098,-0.7071953640570795,-0.6661435424428792,-0.6651128708249289,-0.5364616302022487,0.0,0.0,0.0,-0.6192083188114986 -406,406,2015-01-12,-0.7721716582767532,-0.7721716582767532,-0.7936837101176876,-0.7580969715645732,-0.7584056777950543,-0.2452902742722045,0.2589103169739246,0.0120334192179143,0.7290562987327576,-0.6733419121640816 -407,407,2015-01-13,-0.7397785891933476,-0.7397785891933476,-0.7443963307129055,-0.7313643198938845,-0.7541143855552424,-0.5798420740264596,0.0125274946913123,0.948840856552124,0.0386317148804664,-0.7431361329772382 -408,408,2015-01-14,-0.9233398440178804,-0.9233398440178804,-0.9391913027678076,-0.9875778602334422,-1.032085540208678,1.0269604803126124,0.0167078142985701,0.6388178573300441,0.3444743305444717,-0.725691838220654 -409,409,2015-01-15,-0.9363605830190372,-0.9363605830190372,-0.9305581187268646,-0.9070580804289812,-0.8944511231352689,-0.4119529427444872,0.0106176994740962,0.962502419948578,0.0268798060715198,-0.9319326744585889 -410,410,2015-01-16,-0.9173058097757616,-0.9173058097757616,-0.9503359871078022,-0.9126945064816228,-0.9546860882221966,-0.7783700632764219,0.0,0.0,0.0,-0.8883057597869829 -411,411,2015-01-20,-0.9354079125021176,-0.9354079125021176,-0.9561437613800398,-0.9547259301372693,-0.9043046121775709,-0.5739595949947996,0.0,0.0,0.0,-0.8913171507740139 -412,412,2015-01-21,-0.8617292742408004,-0.8617292742408004,-0.8845672378370923,-0.9149491229763792,-0.9729630144822484,-0.6534979794306042,0.0,0.0,0.0,-0.9155732741517428 -413,413,2015-01-22,-0.7815404936297191,-0.7815404936297191,-0.8129907142941445,-0.8233177490155789,-0.8545592704739777,-0.6616971104361226,0.0776510536670684,0.0137968519702553,0.90855211019516,-0.8787990049683145 -414,414,2015-01-23,-0.7867804086235908,-0.7867804086235908,-0.8089094421050013,-0.7729124304396914,-0.802270755525641,-0.8157544666977052,0.0490937046706676,0.0159446597099304,0.9349616765975952,-0.8030157878213993 -415,415,2015-01-26,-0.7032568269016619,-0.7032568269016619,-0.7285427797862851,-0.7291099337676269,-0.7777954981220665,-0.8621102184491265,0.0,0.0,0.0,-0.7726367768687099 -416,416,2015-01-27,-0.7123078782648401,-0.7123078782648401,-0.7378037827665346,-0.6928759637450691,-0.7366320588384034,-0.9651103821888104,0.0,0.0,0.0,-0.7138713927012175 -417,417,2015-01-28,-0.8172681366731572,-0.8172681366731572,-0.7638600650823663,-0.7714631822156683,-0.7097725480987279,-0.8813929392903594,0.4074289742857218,0.0357663407921791,0.5568046867847443,-0.6973379397394758 -418,418,2015-01-29,-0.7246935035880512,-0.7246935035880512,-0.7699817488242573,-0.8023825509779787,-0.7898740932385956,-0.7908845263901079,0.0228798352181911,0.3849869668483734,0.5921332240104675,-0.759082716853712 -419,419,2015-01-30,-0.7501000950632325,-0.7501000950632325,-0.7465939215423042,-0.6977072518954761,-0.7439430566956554,-0.91378064237587,0.0,0.0,0.0,-0.7466485286620996 -420,420,2015-02-02,-0.6335481034291375,-0.6335481034291375,-0.6762730358779708,-0.6928759637450691,-0.7437841367870128,-0.6543610458522378,0.0,0.0,0.0,-0.7249252557471063 -421,421,2015-02-03,-0.5157261115899647,-0.5157261115899647,-0.544107718397244,-0.5645275370203698,-0.5967723083375359,-0.5005989491559507,0.0,0.0,0.0,-0.6635717246897154 -422,422,2015-02-04,-0.5127090944689053,-0.5127090944689053,-0.5266843955805315,-0.4754730650837188,-0.5161942308249718,-0.8460072160033854,0.0,0.0,0.0,-0.5527116837479419 -423,423,2015-02-05,-0.4739642071535935,-0.4739642071535935,-0.4638980108133538,-0.4297377767092928,-0.4909241465249537,-0.7966080195019932,0.0,0.0,0.0,-0.5013259295533575 -424,424,2015-02-06,-0.5316048621418801,-0.5316048621418801,-0.4965468410755567,-0.4803041228656278,-0.4572306250071847,-0.8599752646692962,0.1417942562450965,0.1056397358576456,0.7525660395622253,-0.4616988592976552 -425,425,2015-02-09,-0.5296995211080414,-0.5296995211080414,-0.582407143655034,-0.5529328601226906,-0.5624431071851967,-0.8080777180000176,0.0335619980469346,0.0901850126683712,0.8762530088424683,-0.4946327677799447 -426,426,2015-02-10,-0.5485955159318309,-0.5485955159318309,-0.5420670823026724,-0.5044601028806652,-0.527955213477447,-0.3724335855433736,0.0242760591208934,0.6955237612128258,0.2802002211101353,-0.5295726912069073 -427,427,2015-02-11,-0.6040130458964909,-0.6040130458964909,-0.6324795212757728,-0.6287821489886939,-0.6128245832298229,0.6220460549209722,0.1225095903500914,0.551211935468018,0.3262784774415195,-0.5338775299788819 -428,428,2015-02-12,-0.7615328227187095,-0.7615328227187095,-0.8153450353165462,-0.8542373481463882,-0.9090726641433104,1.9576413423988384,0.0403567111740509,0.1746839017917712,0.7849593857924143,-0.5967071419561892 -429,429,2015-02-13,-0.7474004076303316,-0.7474004076303316,-0.7698247940894305,-0.7313643198938845,-0.7607897037779241,-0.1906218301439973,0.0832251913845539,0.0945851253345608,0.8221897006034851,-0.8015920835819531 -430,430,2015-02-17,-0.738190804998482,-0.738190804998482,-0.774376930483054,-0.7218630015420163,-0.7162889464127671,-0.6928810629861968,0.0175415407866239,0.9308964014053344,0.0515621230006217,-0.702788391775067 -431,431,2015-02-18,-0.736444015233315,-0.736444015233315,-0.7669993843207251,-0.7041485854818547,-0.7406055112609302,-0.9804184550356788,0.0,0.0,0.0,-0.6959182278067321 -432,432,2015-02-19,-0.6213212565254138,-0.6213212565254138,-0.6685815802459885,-0.6856292618879566,-0.7274140220774411,-0.4261254018786797,0.0,0.0,0.0,-0.7048176753132824 -433,433,2015-02-20,-0.5355747769306736,-0.5355747769306736,-0.5875870989879645,-0.5880394067136205,-0.6355517216383292,-0.2380677710595872,0.0,0.0,0.0,-0.6533066103575732 -434,434,2015-02-23,-0.6907124231589643,-0.6907124231589643,-0.5781691412728878,-0.64408115134215,-0.5579933497432051,0.3337591578211243,0.0267141871154308,0.8940677046775818,0.0792182013392448,-0.5687034343181544 -435,435,2015-02-24,-0.7420017142169741,-0.7420017142169741,-0.7494193313110096,-0.7186422195645773,-0.6910188621127485,-0.0969109865740003,0.0586275467649102,0.4600735427811742,0.4812989197671413,-0.6192873307322078 -436,436,2015-02-25,-0.7475594132006332,-0.7475594132006332,-0.7517738768752343,-0.7044708710112472,-0.7283675415292962,-0.7088023672379098,0.0,0.0,0.0,-0.6837898979778653 -437,437,2015-02-26,-0.6930943266020775,-0.6930943266020775,-0.6897720412403665,-0.7102683246443362,-0.7433071497078535,-0.1265959290233425,0.0,0.0,0.0,-0.7018761794868787 -438,438,2015-02-27,-0.7542285611206978,-0.7542285611206978,-0.7296416874718962,-0.7009278035044162,-0.6972171932562712,-0.7150255303833725,0.0,0.0,0.0,-0.6900176580871005 -439,439,2015-03-02,-0.8496614329073781,-0.8496614329073781,-0.8114209424040532,-0.8131723203419219,-0.7639683293040067,0.2025503494585763,0.0,0.0,0.0,-0.7083275683581214 -440,440,2015-03-03,-0.8142511195520975,-0.8142511195520975,-0.8600805028695282,-0.8213854180502149,-0.8575787487381865,-0.5900625974405408,0.0,0.0,0.0,-0.7982884795789658 -441,441,2015-03-04,-0.7685195274777475,-0.7685195274777475,-0.8242921288271426,-0.7909489016607466,-0.8187997901438557,-0.6378265101956798,0.0691452771425247,0.4360598623752594,0.4947948157787323,-0.7996960358316003 -442,442,2015-03-05,-0.7972606929129623,-0.7972606929129623,-0.7666854748510716,-0.7436033374818506,-0.7615845306743682,-0.4890611138351658,0.0,0.0,0.0,-0.7734094967689793 -443,443,2015-03-06,-0.9044438491940916,-0.9044438491940916,-0.8520751377678923,-0.8724346165793919,-0.8194352424251948,-0.0722000321861775,0.2658311426639557,0.0150095000863075,0.7191593050956726,-0.7633392308385861 -444,444,2015-03-09,-0.9520807823022804,-0.9520807823022804,-0.9503359871078022,-0.9352399803236926,-0.8960403222216946,-0.0666809495425737,0.008708635965983,0.968569000562032,0.0227223616093397,-0.8472812332187367 -445,445,2015-03-10,-0.960973055245972,-0.960973055245972,-0.9658756285647704,-0.9457074641582432,-0.9902866486436755,-0.3294619626557258,0.0257121603935956,0.2767432332038879,0.6975446343421936,-0.907015496594926 -446,446,2015-03-11,-0.9066667470669032,-0.9066667470669032,-0.923808616045666,-0.890793142961341,-0.9475342376268184,-0.466825797340976,0.0217626690864563,0.7014123797416687,0.2768249213695526,-0.9251319885442107 -447,447,2015-03-12,-0.949063765181221,-0.949063765181221,-0.9509638060471092,-0.9110842306771532,-0.9062118784345132,-0.6543383335779842,0.0414127521216869,0.871567964553833,0.0870192572474479,-0.8888289307250123 -448,448,2015-03-13,-0.9870145332482853,-0.9870145332482853,-0.9933447280358662,-0.9502166971477564,-0.9824988910604958,-0.3624856094203346,0.0896230041980743,0.0136021608486771,0.8967748880386353,-0.9053766844868824 -449,449,2015-03-16,-0.8755439053393901,-0.8755439053393901,-0.9280466184278128,-0.9102790927749184,-0.9340249086260438,-0.3183102359972507,0.0668576806783676,0.0119102913886308,0.921232044696808,-0.9436536102437988 -450,450,2015-03-17,-0.8909465477836601,-0.8909465477836601,-0.8840963736326121,-0.8436088367313906,-0.8795112876034799,-0.485177314937815,0.2274803221225738,0.01043361146003,0.7620860934257507,-0.8863293296225753 -451,451,2015-03-18,-0.795990238406255,-0.795990238406255,-0.8500345016733207,-0.8569750473824858,-0.8869814327226057,-0.5018026996913869,0.4301701262593269,0.049375900067389,0.5204539448022842,-0.8567466348903672 -452,452,2015-03-19,-0.8763380245876375,-0.8763380245876375,-0.7918002532997664,-0.8341072880110235,-0.7750934049686804,0.3281719383547599,0.2080454317231973,0.0402697889755169,0.7516847799221674,-0.8146699269526764 -453,453,2015-03-20,-0.8377521428426267,-0.8377521428426267,-0.8797011919738154,-0.8165541298998078,-0.8474074198785996,-0.6270381799252609,0.0929243999222914,0.0161477206274867,0.8909278909365336,-0.8266141935665576 -454,454,2015-03-23,-0.8131394434648772,-0.8131394434648772,-0.8559992306803851,-0.7867617238321275,-0.8307196927049735,-0.99904251992356,0.0,0.0,0.0,-0.8059339256742598 -455,455,2015-03-24,-0.7799524822840388,-0.7799524822840388,-0.8043573057113779,-0.7500449014367272,-0.7817684958381312,-0.767763431200031,0.0,0.0,0.0,-0.7855835295715897 -456,456,2015-03-25,-0.8977747012740264,-0.8977747012740264,-0.8859798304505331,-0.8635774085493109,-0.8343748506037526,-0.2952345653556809,0.0107385935261845,0.9600311517715454,0.029230274260044,-0.7629979184088558 -457,457,2015-03-26,-0.9595438223197786,-0.9595438223197786,-0.945626895979352,-0.9118893685793878,-0.9035100126343584,-0.6591760479939826,0.0,0.0,0.0,-0.8454484069222848 -458,458,2015-03-27,-1.0454493074848192,-1.0454493074848192,-1.0319582873051334,-1.0455519358273362,-0.9805918521567856,0.357629758061567,0.0,0.0,0.0,-0.900865556673056 -459,459,2015-03-30,-0.9570031404571788,-0.9570031404571788,-0.9854963176690564,-1.039110371872459,-1.0317677003913928,0.6948161816292298,0.2162261931225657,0.2665351134104033,0.5172387013832728,-1.0142166778238568 -460,460,2015-03-31,-0.9855853003220916,-0.9855853003220916,-0.961794580917451,-0.932663308668042,-0.9097083437778806,-0.4550835515519095,0.0770573592079537,0.1678570952000362,0.7550855417336736,-0.9985738071901092 -461,461,2015-04-01,-1.004322743877209,-1.004322743877209,-0.9847115439949228,-0.9706688124440154,-0.9864723434830226,-0.7348987703551969,0.1692030858248472,0.05900314822793,0.7717937529087067,-0.9316170438824222 -462,462,2015-04-02,-0.9501754412684416,-0.9501754412684416,-0.970113630946916,-0.9070580804289812,-0.9621557786348602,-0.4587629399809787,0.2029527438183625,0.0698456453780333,0.7272016008694967,-0.95039822510434 -463,463,2015-04-06,-0.7580394703391904,-0.7580394703391904,-0.7421987398835072,-0.7862786410907869,-0.8386661428435644,1.2322567272901217,0.846141517162323,0.0236935038119554,0.1301649784048398,-0.9220584486632886 -464,464,2015-04-07,-0.7556575668960773,-0.7556575668960773,-0.7844227071374381,-0.7276604551751054,-0.7669880349214468,-0.6092317569105062,0.0,0.0,0.0,-0.8051224744403094 -465,465,2015-04-08,-0.6854722810142784,-0.6854722810142784,-0.6927544057438991,-0.6514888807797091,-0.6765560136601184,-0.1651613707058086,0.3117234706878662,0.2455257163383066,0.4427508078515529,-0.7159481668131924 -466,466,2015-04-09,-0.6470454048395692,-0.6470454048395692,-0.7010736803151885,-0.6474629609000356,-0.672900628408108,-0.7336268829970001,0.055643193423748,0.0350401289761066,0.9093166589736938,-0.6541029861647216 -467,467,2015-04-10,-0.6341832171070841,-0.6341832171070841,-0.6809821270064211,-0.6010835622038221,-0.6503324099082444,-0.6728715493688513,0.0,0.0,0.0,-0.6279073167695829 -468,468,2015-04-13,-0.6519677629944672,-0.6519677629944672,-0.6597916660120426,-0.6002781939330886,-0.640955453238639,-0.7431660381834758,0.0,0.0,0.0,-0.6138967037104869 -469,469,2015-04-14,-0.6888070821251256,-0.6888070821251256,-0.7148868196890619,-0.6574473619932452,-0.6706755223338808,-0.9094653102677024,0.0,0.0,0.0,-0.6214201758980195 -470,470,2015-04-15,-0.6829318263024938,-0.6829318263024938,-0.7133170477989705,-0.6397331763015826,-0.6883169963125931,-1.1533042866534242,0.2240309566259384,0.0221229847520589,0.7538461089134216,-0.6597719425089409 -471,471,2015-04-16,-0.7008751506093636,-0.7008751506093636,-0.7199095957453422,-0.6447250312954396,-0.6845024637987089,-1.2199193870389795,0.0,0.0,0.0,-0.6662340569802797 -472,472,2015-04-17,-0.6994459176831698,-0.6994459176831698,-0.7558549245225541,-0.6896551817676301,-0.7275729419860832,-1.0357682673914914,0.0,0.0,0.0,-0.6786147363447451 -473,473,2015-04-20,-0.7235820546516452,-0.7235820546516452,-0.74062919253524,-0.6840187557149885,-0.6991244595132133,-1.01546349420885,0.0825751814991235,0.0198877598159015,0.8975370228290558,-0.6946933046890702 -474,474,2015-04-21,-0.6578430188170995,-0.6578430188170995,-0.6951089513081242,-0.6766107959089309,-0.7146995199731101,-0.8171399154271696,0.0,0.0,0.0,-0.7044802360169201 -475,475,2015-04-22,-0.4985769065313429,-0.4985769065313429,-0.5204057571038138,-0.5577639179045992,-0.6082154511727264,0.1891273953747498,0.4887351738288998,0.0199994561262428,0.4912653248757124,-0.6727172055451407 -476,476,2015-04-23,-0.5119152023714725,-0.5119152023714725,-0.5266843955805315,-0.4698364086625783,-0.516512070642257,-0.5948548873080322,0.0,0.0,0.0,-0.5421130032528055 -477,477,2015-04-24,-0.5146144355027444,-0.5146144355027444,-0.5373579911742222,-0.4559871152701421,-0.4810704301294202,-1.0453301348522206,0.0,0.0,0.0,-0.4890946041702328 -478,478,2015-04-27,-0.3062819300317908,-0.3062819300317908,-0.2556038088542327,-0.3917325033018184,-0.4483306554167384,1.0543741953366033,0.1088272901251912,0.3497598078101873,0.541412889957428,-0.4792214807282759 -479,479,2015-04-28,-0.3232728109725554,-0.3232728109725554,-0.3066179148839321,-0.2946259612373215,-0.2545931908811089,-0.2146059917557077,0.1763853877782821,0.0201440546661615,0.8034705519676208,-0.348955462565643 -480,480,2015-04-29,-0.2919909636747411,-0.2919909636747411,-0.3149369649133977,-0.301067525192199,-0.3292907770674349,-0.7027609022864751,0.0762744545936584,0.0694766566157341,0.8542488813400269,-0.2948412944665677 -481,481,2015-04-30,-0.3936166481230253,-0.3936166481230253,-0.3475860197174243,-0.3406830744041429,-0.3238872728203563,-0.7082572726558254,0.2513005429257949,0.0527023120472828,0.6959972083568573,-0.279717006597475 -482,482,2015-05-01,-0.3939339778111841,-0.3939339778111841,-0.3651662972689636,-0.4173377315408801,-0.331039123415734,-0.3971445399311963,0.1064473677426576,0.0166928266175091,0.876859825849533,-0.3464220758229027 -483,483,2015-05-04,-0.3227962485632811,-0.3227962485632811,-0.3187041030910635,-0.3094414201124396,-0.3590110735159079,-0.5895402151327099,0.0285556055605411,0.4837674796581268,0.4876769781112671,-0.3976168845424398 -484,484,2015-05-05,-0.2840515883987836,-0.2840515883987836,-0.2438313055749305,-0.2769115451771603,-0.2067546607279945,-0.2801309029770943,0.0928530022501945,0.0104211075231432,0.8967258930206299,-0.3453958742403579 -485,485,2015-05-06,-0.3240664759191735,-0.3240664759191735,-0.3227853752802068,-0.291888262001224,-0.2649236670025692,-0.3995974655505758,0.3275901665911078,0.5762477517127991,0.0961620779708027,-0.3091532373017018 -486,486,2015-05-07,-0.2229173538801632,-0.2229173538801632,-0.2755386319699963,-0.4199144031965307,-0.4731239799908292,0.5509112119589676,0.1205484222620725,0.1886270392686128,0.6908245354890823,-0.3206319532847376 -487,487,2015-05-08,-0.2259343710012226,-0.2259343710012226,-0.2609407189219895,-0.2033166424374146,-0.234885530736811,-0.5364843424765022,0.4889741688966751,0.0487267491407692,0.4622991103678942,-0.3028528708384815 -488,488,2015-05-11,-0.180203006077687,-0.180203006077687,-0.1907770125343067,-0.1773893590374602,-0.2301174787710714,-0.3084303966969723,0.9094904661178588,0.0147670563310384,0.0757424011826515,-0.233512372702731 -489,489,2015-05-12,-0.0968382027752451,-0.0968382027752451,-0.1363099023384183,-0.1310101907097443,-0.1694057539582161,-0.1514658693309399,0.061056200414896,0.0764138847589492,0.8625299334526062,-0.1965004718905031 -490,490,2015-05-13,-0.1216094534216664,-0.1216094534216664,-0.1057012590871394,-0.0656281553097931,-0.0502071830535013,-0.3611455852393773,0.2212265133857727,0.0113216256722807,0.7674518525600433,-0.1367309332073305 -491,491,2015-05-14,-0.1070009302256439,-0.1070009302256439,-0.1592266408740673,-0.0817322955654843,-0.094549247863247,-0.9390139790715234,0.0,0.0,0.0,-0.1138013803531759 -492,492,2015-05-15,-0.0317345077694608,-0.0317345077694608,-0.0884348910052537,-0.0616017746931226,-0.1086942564985919,-0.5684178000769423,0.0,0.0,0.0,-0.1208771630133565 -493,493,2015-05-18,-0.0331637406956545,-0.0331637406956545,-0.0805867051802683,-0.005238435640696,-0.0599019795403918,-0.8351507489102058,0.0,0.0,0.0,-0.0828106824683292 -494,494,2015-05-19,-0.0587286562886939,-0.0587286562886939,-0.0633203370983826,-0.0028227915654925,-0.0371748411318856,-0.7622443485564272,0.0566670931875705,0.0696361133207877,0.8736967245737711,-0.0550512950624875 -495,495,2015-05-20,-0.1030307882860357,-0.1030307882860357,-0.1144911733210853,-0.0797995038631233,-0.0578362480812696,-0.7437565573140672,0.0,0.0,0.0,-0.0600522699707108 -496,496,2015-05-21,-0.0828647932571689,-0.0828647932571689,-0.1320714508726246,-0.0638566215563776,-0.1229979576893482,-1.1491706527392846,0.0545509122312068,0.016217153519392,0.9292319416999816,-0.107483897619802 -497,497,2015-05-22,-0.0493600480865426,-0.0493600480865426,-0.1009921679586892,-0.0211813179474416,-0.0856488235663381,-1.091822160249163,0.1783317637940248,0.0132262430464228,0.8084419965744019,-0.0945295103751869 -498,498,2015-05-26,-0.0536472925634945,-0.0536472925634945,-0.0476239654484119,0.002813404118651,-0.0490949710462346,-0.8021043898713436,0.0,0.0,0.0,-0.0644898678372104 -499,499,2015-05-27,-0.0541238549727689,-0.0541238549727689,-0.0868653436569861,-0.0124849071293096,-0.035903481862745,-0.8226589980707734,0.0,0.0,0.0,-0.0544544005204629 -500,500,2015-05-28,0.0097096126771229,0.0097096126771229,-0.050763060144947,-0.0205372076256536,-0.0594254471676953,-0.7683539503306224,0.0,0.0,0.0,-0.0599818534267454 -501,501,2015-05-29,-0.0006116660419476,-0.0006116660419476,-0.0339677808093653,0.049998401454097,0.003670530981261,-0.7361025208906331,0.0,0.0,0.0,-0.0298336216361275 -502,502,2015-06-01,-0.0220483427283364,-0.0220483427283364,-0.0539026039251297,0.0184342312645027,0.0101869292953001,-1.0277735468542546,0.0142542552202939,0.9570735692977904,0.0286722350865602,-0.0068757315975519 -503,503,2015-06-02,-0.039514877475117,-0.039514877475117,-0.0884348910052537,-0.0004071474902889,-0.0293870835487059,-1.1118770984150153,0.0,0.0,0.0,-0.0138274492303689 -504,504,2015-06-03,-0.0293526043263476,-0.0293526043263476,-0.0677155187571793,0.0110265018269436,-0.0408302263838959,-1.1921195633526789,0.0,0.0,0.0,-0.029906123713445 -505,505,2015-06-04,-0.0781009863709426,-0.0781009863709426,-0.0900044383535212,-0.0099084658421575,-0.0519555294018008,-1.039470368094814,0.0,0.0,0.0,-0.0195954181325602 -506,506,2015-06-05,-0.0269707008832345,-0.0269707008832345,-0.0837257998768034,-0.010391318215,-0.0757953345240363,-0.9103738012378428,0.0,0.0,0.0,-0.0539932220613233 -507,507,2015-06-08,0.086564273629801,0.086564273629801,0.0583283395234802,0.0641692892704301,0.0012865049983912,-0.4572639298802468,0.3075119430820147,0.1276480996360381,0.5648399492104849,-0.0439058026191095 -508,508,2015-06-09,0.0819594723138761,0.0819594723138761,0.042474788596859,0.1258476903201003,0.0736002925550791,-1.0036985361455302,0.0,0.0,0.0,0.028434878623988 -509,509,2015-06-10,-0.0021994502368133,-0.0021994502368133,-0.016230773064823,0.0350216846300333,0.0179742321720172,-0.8121432150913965,0.0641873739659786,0.2153723984956741,0.7204402089118958,0.0887161159496704 -510,510,2015-06-11,0.0090749533008061,0.0090749533008061,-0.0104227742507617,0.0661020809727911,0.0395891585732567,-1.1324771311629522,0.0802220031619072,0.0153226479887962,0.9044553637504578,0.0247517783100943 -511,511,2015-06-12,-0.0023580015054851,-0.0023580015054851,-0.0247067778291154,0.0625594742029571,-0.0088848238611957,-1.2737020524712996,0.2812899947166443,0.00905392318964,0.7096560597419739,0.0303225898271826 -512,512,2015-06-15,-0.0072808139620126,-0.0072808139620126,-0.0589251554395858,-0.0050771776917505,-0.0169904212616605,-1.100202989448709,0.0,0.0,0.0,0.0320935800597461 -513,513,2015-06-16,0.036227653088711,0.036227653088711,-0.0250206872987689,0.0446838001938504,-0.0101566378367987,-1.1459682220695393,0.0421770811080932,0.0153599446639418,0.9424630403518676,0.0028830375817118 -514,514,2015-06-17,0.1519855254745585,0.1519855254745585,0.1463864574741796,0.0917070788433539,0.0222652970585979,-0.3446337618570729,0.0343602523207664,0.0177357457578182,0.9479039907455444,0.0336493655953779 -515,515,2015-06-18,0.1754865487650873,0.1754865487650873,0.132259184088829,0.2205388186778922,0.1784951622690376,-0.9647242735265008,0.0530818924307823,0.0143798552453517,0.9325382709503174,0.0836244203406328 -516,516,2015-06-19,0.1853317193765129,0.1853317193765129,0.1375960941565862,0.2218270393214683,0.1848524133212029,-1.0373354143149838,0.091962469741702,0.0195637932047247,0.8884737193584442,0.1793408822298071 -517,517,2015-06-22,0.1421403548631329,0.1421403548631329,0.1470142764134867,0.150808577868875,0.1808791882519074,-0.5608091882020152,0.1340025961399078,0.0247496087104082,0.8412477374076843,0.2127544335897353 -518,518,2015-06-23,0.2672672897527611,0.2672672897527611,0.2035220227039466,0.1971882069335875,0.1517947987912359,-0.7175920173740196,0.0,0.0,0.0,0.1493511211806117 -519,519,2015-06-24,0.2275695047697148,0.2275695047697148,0.1933192913147362,0.2801231700762558,0.2576431879570498,-1.0488505373615151,0.0,0.0,0.0,0.2082011482088639 -520,520,2015-06-25,0.2850513813385147,0.2850513813385147,0.2570474044908745,0.3047620024641366,0.2492192960328374,-0.9496206111479144,0.0,0.0,0.0,0.2563116020673818 -521,521,2015-06-26,0.2580572328192816,0.2580572328192816,0.2209451209788354,0.3168402228401543,0.2879989366868619,-0.7249507942321579,0.0,0.0,0.0,0.3005982901115765 -522,522,2015-06-29,0.1775508953692273,0.1775508953692273,0.1713438321044002,0.2314891548852854,0.1777003353725935,-0.8066014201735393,0.0,0.0,0.0,0.2801947427017627 -523,523,2015-06-30,0.2766358979549123,0.2766358979549123,0.2493559488588921,0.2846324030657689,0.2229959196341946,-0.8956335352473125,0.0563255921006202,0.0314020365476608,0.912272334098816,0.2143391112106265 -524,524,2015-07-01,0.2907678587416604,0.2907678587416604,0.2760404991976792,0.3466323985393361,0.3232814299378249,-1.1195084225641958,0.0804226323962211,0.02034747088328,0.8992299139499664,0.2709191543585028 -525,525,2015-07-02,0.4633724940183616,0.4633724940183616,0.4303380060817433,0.4345599077813569,0.4677503124957894,0.0303458860684363,0.8859444260597229,0.0126015436835587,0.1014540418982505,0.3356233628859701 -526,526,2015-07-06,0.4586091414337656,0.4586091414337656,0.4184085480676156,0.482710609862488,0.4467710657291211,-0.6605614967234469,0.0,0.0,0.0,0.4013806465828902 -527,527,2015-07-07,0.2706018637127935,0.2706018637127935,0.3165375152848666,0.2326165783169129,0.3851055941111765,-0.2101316737277655,0.0,0.0,0.0,0.4611705639062458 -528,528,2015-07-08,0.0654451537823854,0.0654451537823854,0.0905065301230267,0.1285853895561978,0.1359014438075914,-0.1837854355936897,0.0,0.0,0.0,0.2865498693121412 -529,529,2015-07-09,0.1124472003634429,0.1124472003634429,0.1242542680708407,0.1685229939290362,0.1320869112937073,-0.8394887932926269,0.0,0.0,0.0,0.1094435392407248 -530,530,2015-07-10,0.1319780817143635,0.1319780817143635,0.1250388172031507,0.1851099865575699,0.1819914002591741,-1.0037439606940373,0.0,0.0,0.0,0.1280495431094036 -531,531,2015-07-13,0.1797737932420391,0.1797737932420391,0.1179751805104753,0.1566060315019641,0.1824683873383331,-0.9243872744522608,0.0,0.0,0.0,0.1573893625860983 -532,532,2015-07-14,0.2351913232066991,0.2351913232066991,0.1719721001273548,0.2284294004882938,0.1800843613554633,-1.1634793855189982,0.0,0.0,0.0,0.1764938014775844 -533,533,2015-07-15,0.1953354412566104,0.1953354412566104,0.1955166576023108,0.2537128039349596,0.2538286554431657,-1.1375873928699929,0.4732965230941772,0.0185287818312644,0.5081747174263,0.2492213845370716 -534,534,2015-07-16,0.2515470904695179,0.2515470904695179,0.1909647457505111,0.2711051648342268,0.2137781102264631,-1.229708377242244,0.0,0.0,0.0,0.2579114742884093 -535,535,2015-07-17,0.3782613552523823,0.3782613552523823,0.3218744253526255,0.3530739624942131,0.3453733434182241,-0.4601938132589501,0.0675530508160591,0.0239932369440794,0.9084537029266356,0.2999659563992339 -536,536,2015-07-20,0.4989415857931279,0.4989415857931279,0.4962639346291037,0.4221596322444453,0.3851055941111765,-0.4660081554678495,0.0330881923437118,0.0569929480552673,0.9099188446998596,0.3431154328998875 -537,537,2015-07-21,0.2529758690940822,0.2529758690940822,0.289853414029728,0.3256974308702348,0.306434555502325,-0.209314031854639,0.0330881923437118,0.0569929480552673,0.9099188446998596,0.4367817410206591 -538,538,2015-07-22,0.2704428581424923,0.2704428581424923,0.2261253008535897,0.2340660569094344,0.1668928721719738,-0.8915226136074266,0.0,0.0,0.0,0.2975575526909488 -539,539,2015-07-23,0.2598040225844485,0.2598040225844485,0.233345667739268,0.3050845183620276,0.3000777591566222,-1.090890957004769,0.0,0.0,0.0,0.2784697980662792 -540,540,2015-07-24,0.2313806411390216,0.2313806411390216,0.2520244038927707,0.2833441824221929,0.2639999843027526,-0.9525050699781106,0.1029728576540947,0.0097482446581125,0.8872789144515991,0.3071003276499404 -541,541,2015-07-27,0.0344808633235441,0.0344808633235441,0.1474853651597907,0.0718995346058802,0.1853289456938994,-0.5305791511705886,0.0,0.0,0.0,0.2845046165471158 -542,542,2015-07-28,0.2220120329368704,0.2220120329368704,0.1627106480634573,0.0888085823953079,0.0791627167108003,-0.7119139488106411,0.0,0.0,0.0,0.0989174055129064 -543,543,2015-07-29,0.206132828083326,0.206132828083326,0.2017952960790285,0.2524245832913836,0.2145724824164447,-0.9630435652317408,0.1717442013323307,0.0127642271108925,0.8154915571212769,0.1417584688724582 -544,544,2015-07-30,0.2532934259330554,0.2532934259330554,0.1868834735613679,0.2541961170447991,0.1894613180250687,-1.134634797217036,0.1897430643439293,0.012323822826147,0.7979331314563751,0.214244219443108 -545,545,2015-07-31,0.243131152784286,0.243131152784286,0.224869213891328,0.3026688742868241,0.2674966769993516,-1.0919357216204304,0.0430119410157203,0.0171704776585102,0.9398176074028016,0.2721839111631888 -546,546,2015-08-03,0.1453163775544935,0.1453163775544935,0.1832732901185287,0.1730322269185492,0.2466765774945563,-1.016780806115554,0.1481196582317352,0.0312950275838375,0.820585310459137,0.2976129682914463 -547,547,2015-08-04,0.245195499388426,0.245195499388426,0.1834304693951793,0.1934843422148079,0.1468675995636225,-1.0624324773651164,0.0,0.0,0.0,0.2139893076808199 -548,548,2015-08-05,0.3063295067562316,0.3063295067562316,0.2506120358211529,0.2266583274718753,0.2036063266604136,-0.1853298702429286,0.017856266349554,0.9294508695602416,0.0526928417384624,0.2435794805397618 -549,549,2015-08-06,-0.0747664124109101,-0.0747664124109101,-0.0005339523312048,-0.1643452035472586,-0.0195335945064041,1.7246588331062962,0.163502256385982,0.484718294814229,0.3517794435222943,0.2379043867688208 -550,550,2015-08-07,-0.1322482889797101,-0.1322482889797101,-0.1774347373649136,-0.1277891783638073,-0.1142566806543131,-0.4444542072012651,0.0,0.0,0.0,-0.0661679773522735 -551,551,2015-08-10,-0.154002522505072,-0.154002522505072,-0.1893641953790421,-0.1654723966103876,-0.2005563295844722,-0.6460256412011982,0.0550222545862197,0.2773244529962539,0.6676533222198486,-0.0996170200208536 -552,552,2015-08-11,-0.2138663025169847,-0.2138663025169847,-0.2469708493551132,-0.1913999103788414,-0.2164494572148854,-0.6280829445409225,0.0383865125477314,0.2243382632732391,0.7372752130031586,-0.153171341588237 -553,553,2015-08-12,-0.2011631203548013,-0.2011631203548013,-0.2395933031927843,-0.2187764420028197,-0.2506197384585821,-0.750025145008037,0.0,0.0,0.0,-0.2128601999240187 -554,554,2015-08-13,-0.1322482889797101,-0.1322482889797101,-0.1342692662438467,-0.1160334738856806,-0.1733789790275116,-0.5317147648832643,0.2072566539049148,0.0670712481252849,0.7256721377372741,-0.2301506716992222 -555,555,2015-08-14,-0.1220860158309408,-0.1220860158309408,-0.1115088088175531,-0.0733579399082462,-0.0560874470265076,-0.6053933825616624,0.3107243754590551,0.2067901307406524,0.4824854806065559,-0.173656671698785 -556,556,2015-08-17,0.0659212618900304,0.0659212618900304,0.0244238713826633,0.0673903016163672,0.0761430110933602,0.033253057172886,0.2438827523340781,0.3430700278840959,0.4130472180744012,-0.1405417091282036 -557,557,2015-08-18,0.1569078836294566,0.1569078836294566,0.0928610756872518,0.1165071691801802,0.073282452737794,-0.6439588242441285,0.0,0.0,0.0,-0.0133615448036868 -558,558,2015-08-19,0.0700499550983104,0.0700499550983104,0.0881519845588015,0.1400190388734304,0.1519534913466472,-0.7781202282596332,0.177725575864315,0.01147429831326,0.8108001053333282,0.1076004491408475 -559,559,2015-08-20,-0.1374886582752108,-0.1374886582752108,-0.0074404097472296,-0.0712643509939367,0.0205174054167609,-0.4825199788501539,0.1200480749830603,0.326675996184349,0.5532759167253971,0.1003370876523165 -560,560,2015-08-21,-0.3186675553550011,-0.3186675553550011,-0.1763362787629501,-0.2546881264959846,-0.2347268381813997,-0.0999544313239711,0.0099036777392029,0.9614943861961364,0.0286019537597894,-0.0683112278398452 -561,561,2015-08-24,-0.5076277307437059,-0.5076277307437059,-0.3709738469993778,-0.8265385309930174,-0.7625380501262236,0.5794605406956342,0.0,0.0,0.0,-0.2503636609473256 -562,562,2015-08-25,-0.489208071178377,-0.489208071178377,-0.3788222573661865,-0.4381119019980324,-0.3218210866547716,-0.61391048540673,0.0,0.0,0.0,-0.5315360123045306 -563,563,2015-08-26,-0.4128301997857879,-0.4128301997857879,-0.4243424985933022,-0.4962470051723731,-0.3629845259384347,-0.4695285579771441,0.0,0.0,0.0,-0.464521539309659 -564,564,2015-08-27,-0.1246264705427257,-0.1246264705427257,-0.1614240071616419,-0.249857068714076,-0.3141924763334662,0.1421129876699766,0.0391971282660961,0.2486212104558944,0.7121817022562027,-0.4531989106013576 -565,565,2015-08-28,-0.0374509851726064,-0.0374509851726064,-0.0562571494893548,-0.0765784915171862,-0.1415927237666851,-0.3444520636630448,0.1522063761949539,0.0109425373375415,0.8368511199951172,-0.2444917226212843 -566,566,2015-08-31,-0.028240928239127,-0.028240928239127,-0.0013185014635148,-0.0131294781880946,-0.0818347457589164,-0.5292164147153778,0.0,0.0,0.0,-0.0893593838154453 -567,567,2015-09-01,-0.1938588587567905,-0.1938588587567905,-0.1418035425991785,-0.150656707366771,-0.1657503687062057,-0.3578295931983643,0.0619624592363834,0.0105726392939686,0.9274648427963256,-0.0292778642394722 -568,568,2015-09-02,-0.0499951617644889,-0.0499951617644889,-0.1122938070335107,-0.1054047321021845,-0.0869206375419412,-0.5453421294353725,0.0619624592363834,0.0105726392939686,0.9274648427963256,-0.1418285129997543 -569,569,2015-09-03,-0.0836589125054164,-0.0836589125054164,-0.0463683275697979,-0.0213425758963871,0.0205174054167609,-0.6440042487926355,0.0,0.0,0.0,-0.1045319741266381 -570,570,2015-09-04,-0.1414578916115601,-0.1414578916115601,-0.1717839178275028,-0.1308489327607988,-0.1570090916711706,-0.7588375074184002,0.0,0.0,0.0,-0.0871001404318324 -571,571,2015-09-08,-0.0423733433275045,-0.0423733433275045,-0.0922022537247433,-0.0366408871443478,-0.0908938626112366,-0.8839821385552601,0.0,0.0,0.0,-0.1493242773870381 -572,572,2015-09-09,-0.0306228316822401,-0.0306228316822401,-0.0123062310686828,0.0318006722840963,0.020358258154887,-0.8266109337908847,0.0808333307504654,0.0141309639438986,0.9050357341766356,-0.08861052837539 -573,573,2015-09-10,-0.0374509851726064,-0.0374509851726064,-0.0677155187571793,-0.0160279746361406,-0.0562465942883814,-0.9814632196513404,0.0999867562204599,0.1194430864416062,0.7805701196193695,-0.0399617685653735 -574,574,2015-09-11,-0.0095037118348245,-0.0095037118348245,-0.0752497951125111,-0.0256905509369547,-0.0497306506808048,-1.062818586027426,0.14043690264225,0.0151266111060976,0.8444364666938782,-0.042701165037463 -575,575,2015-09-14,0.0373393291759317,0.0373393291759317,-0.0123062310686828,0.053863063384825,0.0052597300676867,-0.9401495927841992,0.0,0.0,0.0,-0.0295612956703497 -576,576,2015-09-15,0.0433733634180504,0.0433733634180504,-0.0068125908079226,0.0511253641487275,0.0314835611727919,-0.9304741639522024,0.0880639851093292,0.0124258128926157,0.8995102047920227,0.0192513163019708 -577,577,2015-09-16,0.1812030261682329,0.1812030261682329,0.1231553603852296,0.105556832972787,0.0360924658766577,-0.5935148631270748,0.4416555315256119,0.0257580988109111,0.5325863510370255,0.0352510477614216 -578,578,2015-09-17,0.1783445603158454,0.1783445603158454,0.1642806444953724,0.2313283576733369,0.2096457378952938,-0.7823219989965332,0.3478958904743194,0.1222343170084059,0.5298698246479034,0.1104977912468547 -579,579,2015-09-18,0.155320099434591,0.155320099434591,0.1379100036262397,0.1799571039832658,0.114286517406352,-0.7420531367450537,0.2658406384289264,0.0270785403748353,0.7070808112621307,0.1754452251015054 -580,580,2015-09-21,0.2121668623254448,0.2121668623254448,0.2595591293317502,0.1525801116222905,0.2099635777125789,-0.2067021203154849,0.0,0.0,0.0,0.1622827090766888 -581,581,2015-09-22,0.1604014631597904,0.1604014631597904,0.1195451769423904,0.1537075350539181,0.1312925391037257,-0.7644701514332716,0.0,0.0,0.0,0.1551852815596472 -582,582,2015-09-23,0.1623068041936291,0.1623068041936291,0.110598083431794,0.1812453246268418,0.1777003353725935,-1.006037900393642,0.0,0.0,0.0,0.1540024266290297 -583,583,2015-09-24,0.1950174301160079,0.1950174301160079,0.132102453895826,0.1591829335261131,0.1392389892423167,-0.813574088369368,0.0,0.0,0.0,0.1750152179176456 -584,584,2015-09-25,0.0964089899395973,0.0964089899395973,0.1864128338987114,0.1582167680434311,0.251762469277581,-0.7397137724969417,0.0,0.0,0.0,0.1772488837243622 -585,585,2015-09-28,-0.0382446501192245,-0.0382446501192245,0.0746525301127579,0.0045849378720665,0.104592175625924,-0.483587455740069,0.878986656665802,0.0551377050578594,0.0658756718039512,0.1298895347025865 -586,586,2015-09-29,-0.0665094802959795,-0.0665094802959795,-0.004771954713351,-0.0139343857218311,-0.0049120534983627,-0.7556577890229083,0.1322563998401165,0.0104999940376728,0.8572436273097992,0.0002708791270144 -587,587,2015-09-30,-0.0387212125284989,-0.0387212125284989,-0.0413448778880465,-0.0641786767172716,0.0195634312584429,-0.4771144575778177,0.2893940508365631,0.0268513213118745,0.6837546146578259,-0.0505458875687125 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-619,619,2015-11-13,-0.6930943266020775,-0.6930943266020775,-0.6599486207468694,-0.6410213969451586,-0.6010636005773479,-0.8176395854607469,0.0,0.0,0.0,-0.5683433520882556 -620,620,2015-11-16,-0.580036141649131,-0.580036141649131,-0.6287123830981068,-0.6526160738428382,-0.7100906152692443,-0.932313858166737,0.0,0.0,0.0,-0.6525788783910409 -621,621,2015-11-17,-0.5849582726532148,-0.5849582726532148,-0.6127018774366597,-0.5624341784745592,-0.5653038928939942,-1.108720092293777,0.2260974198579788,0.0083684064447879,0.7655341625213623,-0.6203140090080902 -622,622,2015-11-18,-0.472693979797701,-0.472693979797701,-0.5282539429287991,-0.5443977072535044,-0.5764291959118996,-0.9580922894444748,0.1348453667014837,0.0161549961194396,0.8489996194839478,-0.5881592557861279 -623,623,2015-11-19,-0.4611022465719232,-0.4611022465719232,-0.4527533264733586,-0.4191090349257972,-0.4804345231416191,-1.0279325327740292,0.0512808449566364,0.0332390926778316,0.9154800772666932,-0.518794833603496 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-649,649,2015-12-29,-0.2167245412185575,-0.2167245412185575,-0.2717714937923308,-0.2701479260613892,-0.3291320845120236,-1.050213273816726,0.3639066517353058,0.0146915456280112,0.6214017868041992,-0.3384870981116764 -650,650,2015-12-30,-0.2024333477106938,-0.2024333477106938,-0.1790042847131811,-0.1715919054043707,-0.2251909616031518,-0.7568615395583445,0.0,0.0,0.0,-0.2733709967471784 -651,651,2015-12-31,-0.171945619661127,-0.171945619661127,-0.1818299190237103,-0.1281114638932002,-0.1948347581668772,-0.9801004831961296,0.0,0.0,0.0,-0.2293456558253295 -652,652,2016-01-04,-0.4355371038280692,-0.4355371038280692,-0.3712879810108551,-0.440044232963396,-0.318642461128689,-0.0461490536173974,0.2902766386978328,0.5054436642676592,0.2042797515168786,-0.1894741908541002 -653,653,2016-01-05,-0.435219546989096,-0.435219546989096,-0.441765596868191,-0.4239403230762043,-0.3879365430679364,-0.8729439732680524,0.5710970163345337,0.0360385216772556,0.3928644955158233,-0.3761981292901799 -654,654,2016-01-06,-0.5049282704616201,-0.5049282704616201,-0.5491304944535245,-0.4886780177858685,-0.4890168802680116,-0.7384191728644914,0.0,0.0,0.0,-0.4142829476320385 -655,655,2016-01-07,-0.5587580162314145,-0.5587580162314145,-0.5744020030952215,-0.5258781532911079,-0.5813561677862816,-0.78947636538639,0.3782326901952426,0.0100544029846787,0.6117128928502401,-0.4907162553181224 -656,656,2016-01-08,-0.6325954329122181,-0.6325954329122181,-0.5430088107116334,-0.5725796071482159,-0.5230282416030648,-0.7727147069872969,0.1202688589692115,0.0136076714843511,0.8661234378814697,-0.5435682884258686 -657,657,2016-01-11,-0.6826142694635208,-0.6826142694635208,-0.6370314331275729,-0.6977072518954761,-0.5842169534950792,-0.6674887403707686,0.0850424747914075,0.0147964898496866,0.9001609981060028,-0.5940591104657531 -658,658,2016-01-12,-0.648950745873408,-0.648950745873408,-0.6481761174675676,-0.6605071163902372,-0.6225193797167135,-0.8944979215346368,0.0,0.0,0.0,-0.6630075581246513 -659,659,2016-01-13,-0.802341829487347,-0.802341829487347,-0.6652853062728032,-0.7460189815570537,-0.6160032087559056,-0.6595394443820388,0.0,0.0,0.0,-0.6537674536417099 -660,660,2016-01-14,-0.7091323098751089,-0.7091323098751089,-0.706881454587426,-0.8526268419734198,-0.7717558595339551,-0.1225531442062171,0.0842572152614593,0.0108728315681219,0.9048699736595154,-0.7390437206738371 -661,661,2016-01-15,-0.7280280775480832,-0.7280280775480832,-0.7842657524026113,-0.790304791338959,-0.8232497749390789,-0.3297117976725145,0.0,0.0,0.0,-0.7490190650433782 -662,662,2016-01-19,-0.7323155491758497,-0.7323155491758497,-0.6995041329669209,-0.733457908808194,-0.6684506436128853,-0.6794581089023702,0.0137000493705272,0.9300481081008912,0.0562518686056137,-0.7423413660101041 -663,663,2016-01-20,-0.827906972231201,-0.827906972231201,-0.843755863196603,-0.8869282506621146,-0.8164157641609859,-0.2706598846133792,0.0,0.0,0.0,-0.7135877005786709 -664,664,2016-01-21,-0.8077407500515195,-0.8077407500515195,-0.8131474444871479,-0.8262164758321234,-0.7822452555640589,-0.8776227017642763,0.0,0.0,0.0,-0.8085072354840251 -665,665,2016-01-22,-0.7667729648633954,-0.7667729648633954,-0.7775162497214129,-0.7616395783344073,-0.7305928749567551,-0.8871845692250054,0.0,0.0,0.0,-0.7932208718801443 -666,666,2016-01-25,-0.8647462913618593,-0.8647462913618593,-0.807810758961214,-0.8123669520711888,-0.8059263681308826,-0.9838025838994522,0.0,0.0,0.0,-0.7609179862035191 -667,667,2016-01-26,-0.909524985768476,-0.909524985768476,-0.8980662431994885,-0.9250945516500356,-0.8593273224397173,-0.469256010686102,0.0,0.0,0.0,-0.811250128948646 -668,668,2016-01-27,-0.99670069828941,-0.99670069828941,-0.9696427667424358,-0.9751775846965308,-0.9279857247443948,-0.77519034488093,0.0,0.0,0.0,-0.880051278366222 -669,669,2016-01-28,-0.9708179987065828,-0.9708179987065828,-1.0007220496563711,-1.029286767991198,-0.9532558090444134,-0.5536093972636514,0.0,0.0,0.0,-0.9432079019731312 -670,670,2016-01-29,-0.946999418577081,-0.946999418577081,-0.9621082658452802,-0.93797767955979,-0.9666059907833144,-0.9489165306460554,0.0364665389060974,0.0217787642031908,0.9417546391487122,-0.966334858007391 -671,671,2016-02-01,-0.8558542455689829,-0.8558542455689829,-0.871381917402526,-1.023811599887502,-0.9855188240311676,-0.3935332883248877,0.3487224718555808,0.497618855908513,0.153658615425229,-0.931046322783966 -672,672,2016-02-02,-1.0807006152697989,-1.0807006152697989,-0.9718401330300104,-1.0643935449506263,-0.9273498177565932,-0.285422862878163,0.0420659929513931,0.7995271682739258,0.1584068089723587,-0.907604749146882 -673,673,2016-02-03,-1.2283752214805912,-1.2283752214805912,-1.1159351330666896,-1.2262380120932863,-1.0676863279833886,0.204662590964153,0.0780945401638746,0.4718486815690994,0.4500567466020584,-0.997765692809522 -674,674,2016-02-04,-1.198998942367431,-1.198998942367431,-1.240880083661738,-1.277609496151856,-1.272548868183692,-0.6007146540654387,0.1747507452964782,0.0075478530488908,0.8177013993263245,-1.14905665794088 -675,675,2016-02-05,-1.4011386351767794,-1.4011386351767794,-1.2876561873092915,-1.426570835384762,-1.263012991605445,0.5467548657705746,0.0,0.0,0.0,-1.1722510064957448 -676,676,2016-02-08,-1.633130715206934,-1.633130715206934,-1.5364471808137776,-1.615631036939452,-1.488695631310543,0.5184553720506967,0.0069130547344684,0.9712703824043274,0.0218165591359138,-1.3357720754835498 -677,677,2016-02-09,-1.629002249149469,-1.629002249149469,-1.495008211775805,-1.6953454484731807,-1.7235963077766048,0.3682363901379579,0.3414383778969447,0.026210614790519,0.6323509588837624,-1.5274716793909588 -678,678,2016-02-10,-1.7017279897430522,-1.7017279897430522,-1.5706660075078955,-1.6842336239483433,-1.5935905010245015,0.7668140910128678,0.2571200274396688,0.2593060282524675,0.4835739596746862,-1.580296094078457 -679,679,2016-02-11,-1.5937509413644904,-1.5937509413644904,-1.4405411015799163,-1.5995268966837608,-1.5697506959022662,1.6403054465287468,0.2826217683032155,0.0339176412671804,0.6834606304764748,-1.6305087059691776 -680,680,2016-02-12,-1.5846998900013125,-1.5846998900013125,-1.5386449961849995,-1.6526699144957455,-1.5220713130110262,0.0466760112567125,0.0718992054462432,0.0165729708969593,0.9115278124809264,-1.5829287522087552 -681,681,2016-02-16,-1.5191194054354382,-1.5191194054354382,-1.4454071474431935,-1.4850279937199966,-1.4632666271018815,-0.3262595319859804,0.052807942032814,0.0228691659867763,0.9243228435516356,-1.5598216385346733 -682,682,2016-02-17,-1.3045945416045088,-1.3045945416045088,-1.345105662008712,-1.4436411411231354,-1.458498575136142,-0.27370332936335,0.0446174070239067,0.0194274727255105,0.9359551072120668,-1.460442875802625 -683,683,2016-02-18,-1.3349232640837745,-1.3349232640837745,-1.2884409609834253,-1.313360153064574,-1.245212597718089,-0.7137763552994293,0.0,0.0,0.0,-1.352057588323066 -684,684,2016-02-19,-1.3379402812048338,-1.3379402812048338,-1.3741443088280758,-1.349916178248025,-1.384436441231155,-0.9245916849205424,0.0,0.0,0.0,-1.276172775908572 -685,685,2016-02-22,-1.1607308446122075,-1.1607308446122075,-1.1948892027719662,-1.231552382985034,-1.2817669049446545,-0.4474749396769825,0.0642234850674867,0.0238267979584634,0.9119497537612916,-1.280860935710654 -686,686,2016-02-23,-1.1691465551466242,-1.1691465551466242,-1.150624823965288,-1.1698742123038626,-1.1857722321743742,-0.2375453887517564,0.0,0.0,0.0,-1.1815361584990909 -687,687,2016-02-24,-1.1407231737011982,-1.1407231737011982,-1.1856279752498922,-1.2639212303398668,-1.2399677860264215,-0.3712752595564444,0.024811003357172,0.8717978596687317,0.1033911854028701,-1.14556189990951 -688,688,2016-02-25,-1.0068634257398088,-1.0068634257398088,-1.0440447000540882,-1.145396177127931,-1.1461984466835993,-0.2906239736822176,0.4753437340259552,0.4780598003417253,0.0465964451432228,-1.1479707505177992 -689,689,2016-02-26,-0.9606554984069988,-0.9606554984069988,-0.9894204105815496,-0.9875778602334422,-0.9864723434830226,-0.2192165834291709,0.0,0.0,0.0,-1.0480719153544162 -690,690,2016-02-29,-0.9354079125021176,-0.9354079125021176,-0.921140161011788,-0.9196191531778408,-0.927667657573878,-0.5749135105134472,0.0077446652576327,0.958973467350006,0.0332818999886512,-0.961316170962342 -691,691,2016-03-01,-1.0240126307984314,-1.0240126307984314,-0.927419024030329,-1.0246167377897368,-0.8982654282959218,-0.0722454567346845,0.0458632251247763,0.8606557250022888,0.0934810638427734,-0.907485933332482 -692,692,2016-03-02,-0.9924134538124578,-0.9924134538124578,-1.0440447000540882,-1.0439414296543672,-1.0654612219091617,-0.4923771058761788,0.0,0.0,0.0,-0.9616189308183932 -693,693,2016-03-03,-0.8749090188122581,-0.8749090188122581,-0.9043448816762066,-1.0001389329823027,-0.9931474343524734,-0.4999630054768523,0.274048775434494,0.3788236789405346,0.3471275915702184,-0.977527379227858 -694,694,2016-03-04,-0.7907500962615691,-0.7907500962615691,-0.8005901675337124,-0.7862786410907869,-0.8386661428435644,-0.1229165405942733,0.3844215273857116,0.3592248158529401,0.2563536614179611,-0.909880840660646 -695,695,2016-03-07,-0.7232644978126721,-0.7232644978126721,-0.7115905457158762,-0.787889147263755,-0.8437518072733584,-0.3863107851122704,0.0,0.0,0.0,-0.7939695783535317 -696,696,2016-03-08,-0.7659788456151478,-0.7659788456151478,-0.7461230573378236,-0.7105903798052302,-0.7512538271996757,-0.6476609249474512,0.0,0.0,0.0,-0.7308015141065196 -697,697,2016-03-09,-0.6687994112141163,-0.6687994112141163,-0.7167702765069829,-0.7010890614533617,-0.7350426323987466,-0.8679926974807864,0.0371186733245849,0.0243276301771402,0.9385536909103394,-0.7167739188472713 -698,698,2016-03-10,-0.7250110604270242,-0.7250110604270242,-0.6552397541602429,-0.735229212193111,-0.6479483839253746,-0.4174038885653305,0.8785980343818665,0.0114240357652306,0.1099779829382896,-0.6738497693286403 -699,699,2016-03-11,-0.6881719684471793,-0.6881719684471793,-0.7159855028328491,-0.6601848308608447,-0.680847078546699,-0.8374446886098107,0.8785980343818665,0.0114240357652306,0.1099779829382896,-0.695915844340044 -700,700,2016-03-14,-0.5666976186581867,-0.5666976186581867,-0.6014002383618379,-0.5746729656940268,-0.6058314251898566,-0.6733257948539215,0.3856884092092514,0.0175573599214355,0.5967542311797539,-0.671251075598647 -701,701,2016-03-15,-0.5160436684289378,-0.5160436684289378,-0.5660829530657563,-0.5608236723015902,-0.5800845811639098,-0.8743748465460238,0.0540169365704059,0.017608480527997,0.9283745884895324,-0.5880029003713911 -702,702,2016-03-16,-0.4590381271185975,-0.4590381271185975,-0.5094180274986453,-0.4719299975768878,-0.5208033628820689,-0.7980161805057111,0.0304122632369399,0.1607450796291232,0.808842658996582,-0.5374237708907139 -703,703,2016-03-17,-0.3883765059783394,-0.3883765059783394,-0.4164943127683169,-0.4239403230762043,-0.4656540622249347,-0.737556106442858,0.0470296777784824,0.0146626783534884,0.9383076429367064,-0.4797153052327086 -704,704,2016-03-18,-0.2873861623588161,-0.2873861623588161,-0.32262842054538,-0.2941426481274824,-0.3443895325078665,-0.5265817909019703,0.0,0.0,0.0,-0.4157782154587937 -705,705,2016-03-21,-0.1987814440625029,-0.1987814440625029,-0.23786680110969,-0.1823814443998157,-0.245216234211503,-0.3912166363510293,0.0859502013772726,0.0201962818391621,0.8938535153865814,-0.3260412905199598 -706,706,2016-03-22,-0.2635675822293142,-0.2635675822293142,-0.2518366706765668,-0.2216751688193642,-0.2154959377630296,-0.6164769723973771,0.1180748815337816,0.0105458466957012,0.8713792959849039,-0.2348708593349251 -707,707,2016-03-23,-0.4487166212487122,-0.4487166212487122,-0.3187041030910635,-0.3912494205604774,-0.292418857376815,-0.4727537009211431,0.1355522722005844,0.0108595071360468,0.8535882830619812,-0.2499498017502774 -708,708,2016-03-24,-0.3666222724529783,-0.3666222724529783,-0.4103726290264259,-0.5044601028806652,-0.5560860834862631,-0.4700055157364679,0.0,0.0,0.0,-0.3810887645874127 -709,709,2016-03-28,-0.3267659362012594,-0.3267659362012594,-0.3174484652124495,-0.3434207736402405,-0.3044974524933445,-0.7051229788088406,0.0439082806309064,0.2191079234083493,0.7369837760925293,-0.4075270113047288 -710,710,2016-03-29,-0.3288302828053994,-0.3288302828053994,-0.3555913848190603,-0.3381064027484924,-0.3318337229589468,-0.6849999038202276,0.0594972013495862,0.2258609267883002,0.714641872793436,-0.3544685103951295 -711,711,2016-03-30,-0.380278125132081,-0.380278125132081,-0.3066179148839321,-0.3192647936252018,-0.249189459280799,-0.6807527085348205,0.054914828389883,0.0199668406109724,0.9251183356557574,-0.3475831816199917 -712,712,2016-03-31,-0.334546760208545,-0.334546760208545,-0.2764803603789572,-0.3432597460597935,-0.3405749999939824,0.2231730944807666,0.0783886988336841,0.1368038972218831,0.7848073785503705,-0.3624074804130582 -713,713,2016-04-01,-0.2103731772882808,-0.2103731772882808,-0.1119798975638572,-0.2105633442945271,-0.0943901006013732,2.0366573445268124,0.2615062086245952,0.0241465472544615,0.7143472474163923,-0.3482513567126561 -714,714,2016-04-04,-0.061110559731807,-0.061110559731807,-0.0457400595468433,-0.0432437090481704,-0.0262086853758545,1.4638083633046926,0.1549728348452065,0.2387795974500477,0.6062475671725613,-0.2199636456944476 -715,715,2016-04-05,0.0735435346286442,0.0735435346286442,0.0239527826363592,-0.101861894963852,-0.1632076501679246,0.6628372994802826,0.0359983146190643,0.097478042046229,0.8665236632029215,-0.0605761410520798 -716,716,2016-04-06,0.2315396467093229,0.2315396467093229,0.1994407505148034,0.1147360961637617,0.0508731541465729,1.0618465335660092,0.0659252093173563,0.3621289506554603,0.5719458535313606,0.0226627628621761 -717,717,2016-04-07,0.1010142455571517,0.1010142455571517,0.2245553044216745,0.1318059411651378,0.2492192960328374,0.4147057032606467,0.0758642125874757,0.1548482657720645,0.7692875241239866,0.1671743275539305 -718,718,2016-04-08,-0.0122031721169107,-0.0122031721169107,0.0908204395926802,0.0272914392945833,0.1546553571468022,0.0757704345754634,0.124726802110672,0.0274788849055767,0.8477943241596222,0.1461802464788159 -719,719,2016-04-11,-0.0145850755600239,-0.0145850755600239,0.0620957022429699,-0.0165112877459801,0.003670530981261,0.4840917011051306,0.2648346731439233,0.5327085070312023,0.2024568486958742,0.0486526590125511 -720,720,2016-04-12,-0.0479308151603489,-0.0479308151603489,-0.050763060144947,-0.0434045062601189,-0.0201692741409744,-0.2877849394005284,0.4853892028331756,0.0405908522661775,0.4740199390798807,-0.0067839923371451 -721,721,2016-04-13,0.0586170002920191,0.0586170002920191,0.0073142334937804,0.0161798451382446,-0.035903481862745,-0.4780229485479582,0.261062741279602,0.0142528936266899,0.7246843576431274,-0.0323204600192833 -722,722,2016-04-14,0.016220209328516,0.016220209328516,0.0283479642951559,0.0760867124344992,0.0354567862420874,-0.658222132475335,0.0,0.0,0.0,0.0136254346008465 -723,723,2016-04-15,0.058299443453046,0.058299443453046,-0.0068125908079226,0.0450058553547444,0.0085972755024119,-0.7444833500901796,0.0,0.0,0.0,0.0232285848193384 -724,724,2016-04-18,0.0482957215729485,0.0482957215729485,0.0514218821074554,0.0859096252102649,0.0232188165104533,-0.6266066467144441,0.2564493715763092,0.0181771051138639,0.7253735065460205,0.0330417417290903 -725,725,2016-04-19,-0.0550765254896883,-0.0550765254896883,-0.0104227742507617,-0.0817322955654843,0.0373638251457982,-0.1528058935118972,0.0949285361649734,0.535532111168972,0.3695393417562757,0.0406179406687628 -726,726,2016-04-20,-0.0137909563117764,-0.0137909563117764,-0.0215672340489327,-0.0777059149488137,-0.071662962192867,-0.4170404921772743,0.4184054434299469,0.0114162322133779,0.5701783299446106,-0.0609856951124228 -727,727,2016-04-21,-0.0404675479920363,-0.0404675479920363,-0.0648898844466501,0.0094162260224736,-0.0282748715414392,-0.9646334244294869,0.3353062936415275,0.0623328158011039,0.6023608806232611,-0.0569838321981677 -728,728,2016-04-22,0.0462318292704379,0.0462318292704379,-0.016230773064823,-0.0099084658421575,-0.0298640706278649,-0.7367838891182386,0.1638547740876674,0.0747219282202422,0.761423259973526,-0.0431743166925435 -729,729,2016-04-25,0.0155850956505698,0.0155850956505698,0.0368239690594483,0.0714162214960407,0.0356154787974987,-0.7631301272523142,0.3755046526590983,0.0155271654948592,0.608968198299408,-0.0053214357286001 -730,730,2016-04-26,0.0460728237001367,0.0460728237001367,0.0109248660202672,0.049353830395312,0.020358258154887,-0.8645404317942524,0.0,0.0,0.0,0.0190205110707324 -731,731,2016-04-27,0.0100276238177254,0.0100276238177254,-0.0005339523312048,0.0495150883442575,0.0314835611727919,-0.8686286411598848,0.0424619689583778,0.8630847334861755,0.0944533199071884,0.0337916213149881 -732,732,2016-04-28,-0.0496776049255157,-0.0496776049255157,-0.0251778665754194,0.0179513788916602,-0.0146063952787907,-1.024616540733016,0.5889564255873362,0.0126238611216346,0.3984197278817494,0.0183338603870688 -733,733,2016-04-29,-0.1600365567471907,-0.1600365567471907,-0.1036606229925678,-0.1371294691352289,-0.0417837458357514,-0.3671416256423049,0.3293418486913045,0.0102852542574206,0.6603728731473287,-0.0208965563217395 -734,734,2016-05-02,-0.1435222382157001,-0.1435222382157001,-0.1859107421292059,-0.1852801712163598,-0.1473142951842801,-0.7237016191482146,0.2572898656129837,0.0138532506301999,0.7288568496704102,-0.1332119531957433 -735,735,2016-05-03,-0.2940553102788811,-0.2940553102788811,-0.2530925330970046,-0.2368129132238749,-0.2131119117801598,-0.6196112662443619,0.0698229536414146,0.0176447389647364,0.9125322997570038,-0.1765706086916078 -736,736,2016-05-04,-0.4490344052385004,-0.4490344052385004,-0.3229423300150335,-0.4174989894898252,-0.325476471906782,0.379342692247926,0.1922412326769723,0.2823267887316404,0.5254319697137801,-0.267472721114234 -737,737,2016-05-05,-0.6241794952269867,-0.6241794952269867,-0.4142964973970948,-0.5883614618745145,-0.3545608613674535,0.9594823135054236,0.242178077952793,0.1168604673316272,0.6409614433606083,-0.3977166624166687 -738,738,2016-05-06,-0.5701909710377053,-0.5701909710377053,-0.606893878622598,-0.6154161687060973,-0.6341214424605456,-0.305500513318269,0.0830026476715619,0.1920326685246366,0.7249646662519529,-0.5428033147923353 -739,739,2016-05-09,-0.6656236156735709,-0.6656236156735709,-0.6103473318724342,-0.6365121639556455,-0.5570396029381185,-0.5119096617342005,0.2333162878639996,0.2417070236988365,0.5249766558408737,-0.5523309845311913 -740,740,2016-05-10,-0.669275746472576,-0.669275746472576,-0.7152005046168916,-0.6654992017525927,-0.6868864897815792,-0.6722128934154994,0.1437377873808145,0.4665617120917886,0.389700461179018,-0.6144435901420625 -741,741,2016-05-11,-0.6649885019956242,-0.6649885019956242,-0.6208641972731219,-0.6485901539631647,-0.6862510375002402,-0.4243538444869056,0.0,0.0,0.0,-0.6541166910981779 -742,742,2016-05-12,-0.6916650936758841,-0.6916650936758841,-0.6806682175367675,-0.6870785101119796,-0.6250623256082258,-0.7676271575545099,0.0975866516431172,0.0514214318245649,0.8509919246037801,-0.6531016322223999 -743,743,2016-05-13,-0.6864251786820125,-0.6864251786820125,-0.6880455391572722,-0.638122670128614,-0.6832311045295688,-0.955616651550842,0.045591140165925,0.1229423582553863,0.8314664959907532,-0.6723789916221049 -744,744,2016-05-16,-0.6756275647044826,-0.6756275647044826,-0.6574371204478175,-0.6184759231030889,-0.6773506132033312,-0.9268629123458936,0.0315602589398622,0.3553246998538573,0.61311507721742,-0.6685332681209181 -745,745,2016-05-17,-0.7332682196927691,-0.7332682196927691,-0.7097068643561314,-0.6812812868473894,-0.6630466846593441,-0.950892498506111,0.0118123982101678,0.9124581217765808,0.075729563832283,-0.6568470117760193 -746,746,2016-05-18,-0.6298959726301323,-0.6298959726301323,-0.6235324277651768,-0.6212133919706874,-0.6614577129261493,-0.3208767229878977,0.2662065870200212,0.0603325890663724,0.6734608308627055,-0.6954412365357838 -747,747,2016-05-19,-0.5657449481412673,-0.5657449481412673,-0.6003013306762272,-0.6284603241962979,-0.5904152846386019,-0.0372458421100201,0.1827473438655336,0.1482396724168211,0.6690129588047663,-0.6397250213023282 -748,748,2016-05-20,-0.4852383835403986,-0.4852383835403986,-0.5412823086285387,-0.4827197669408313,-0.5368554104211247,0.4489785251091986,0.2061590125991238,0.2251310700343715,0.5687099090880818,-0.5870747188563928 -749,749,2016-05-23,-0.5497069648682363,-0.5497069648682363,-0.5091041180289922,-0.490610579119731,-0.4910830664335963,-0.4378449353934927,0.0,0.0,0.0,-0.4872894260873624 -750,750,2016-05-24,-0.5228715947684898,-0.5228715947684898,-0.5696929119667712,-0.5015613760641211,-0.5430537415646474,-0.9122362077266308,0.0484951846301555,0.1233955025672912,0.8281092643737793,-0.489031382716332 -751,751,2016-05-25,-0.4963535543569016,-0.4963535543569016,-0.5285680769402764,-0.4801430952851808,-0.522233642059852,-0.8865713378201606,0.0386653753618399,0.076698953906695,0.8846356471379598,-0.4967001271985018 -752,752,2016-05-26,-0.4083839497385348,-0.4083839497385348,-0.4673512395213662,-0.4392390950611615,-0.4810704301294202,-0.6718040724789361,0.0282746721059083,0.0430005118250846,0.9287248849868774,-0.4911838914823201 -753,753,2016-05-27,-0.4414123596507013,-0.4414123596507013,-0.4568343741206784,-0.4118623330686847,-0.4097101620245877,-0.7676725821030169,0.0,0.0,0.0,-0.445406642958079 -754,754,2016-05-31,-0.438395342529642,-0.438395342529642,-0.475356604623002,-0.3997843430611655,-0.4407018177422013,-0.9632934002485296,0.0,0.0,0.0,-0.4389424727467217 -755,755,2016-06-01,-0.4966713383466895,-0.4966713383466895,-0.5122434372673507,-0.4740235864911973,-0.4654951423162921,-0.9192997250194735,0.2418866176158189,0.1575015688625475,0.6006118108828863,-0.4310036219021273 -756,756,2016-06-02,-0.5061987249683273,-0.5061987249683273,-0.5513278607410986,-0.4704807493528647,-0.4955332785820503,-1.1350436181535992,0.1027172790840268,0.1983812853693962,0.6989014491438865,-0.4792353942150674 -757,757,2016-06-03,-0.5057223897098676,-0.5057223897098676,-0.5194640286948529,-0.4559871152701421,-0.4890168802680116,-1.0904821360682055,0.2157182171940803,0.0237110331654548,0.7605707248051962,-0.4941836034825795 -758,758,2016-06-06,-0.4788867924593064,-0.4788867924593064,-0.5357882192841309,-0.4972134010235535,-0.5208033628820689,-1.0858261198462351,0.1273686935504277,0.0097083256890376,0.8629229664802551,-0.493086195832729 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-783,783,2016-07-12,-0.4158469897560326,-0.4158469897560326,-0.432190684418288,-0.3720857562762933,-0.4238551706599326,-0.5584925362281569,0.1780126133933663,0.1430949131958186,0.6788924917578697,-0.4515662657133693 -784,784,2016-07-13,-0.4495107404969601,-0.4495107404969601,-0.4621712841884356,-0.4192702928747427,-0.4016047919773541,-0.7865691942819403,0.0703940209932625,0.3824837792975207,0.5471222065389156,-0.4134057127174975 -785,785,2016-07-14,-0.4653894910488751,-0.4653894910488751,-0.4723740155776461,-0.4070312752867761,-0.4394302311198295,-0.9890036947035068,0.0305098475888371,0.3891259204596281,0.5803642496466637,-0.4304203578102251 -786,786,2016-07-15,-0.4833330425065595,-0.4833330425065595,-0.5067495724647667,-0.4297377767092928,-0.448966107698077,-1.0893010978070228,0.0459859240800142,0.2872409587725997,0.6667731255292892,-0.440051172070007 -787,787,2016-07-18,-0.3904408525824794,-0.3904408525824794,-0.4386265021716559,-0.4513170850686806,-0.4947384516856062,-0.8217732193748863,0.488994337618351,0.0119976154528558,0.4990080576390028,-0.4606168845946098 -788,788,2016-07-19,-0.4061610518657229,-0.4061610518657229,-0.4070763550532403,-0.3474469238884125,-0.4095512421159451,-0.8892286739078217,0.0314780821402867,0.0548017242302497,0.9137201507886252,-0.4281312168163439 -789,789,2016-07-20,-0.3569361074118535,-0.3569361074118535,-0.3960886254480719,-0.3434207736402405,-0.3861884240728686,-1.0133739649775269,0.0674341395497322,0.0162163395434618,0.9163495302200316,-0.4004442421078188 -790,790,2016-07-21,-0.4817450311608792,-0.4817450311608792,-0.4266970441575274,-0.4384339571589264,-0.3936581144855314,-0.5908802393136673,0.1389360955128303,0.0135798935706798,0.8474839971615717,-0.3712141812721093 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-795,795,2016-07-28,-0.3212084643684154,-0.3212084643684154,-0.3810198481955849,-0.3176545178207322,-0.3626664587679183,-1.0473061027122763,0.1139176525175571,0.0131227010861039,0.8729596436023712,-0.3488274108178269 -796,796,2016-07-29,-0.2548340877051092,-0.2548340877051092,-0.3100711435919449,-0.2590363319050506,-0.3189603009459741,-0.8992902114021282,0.0741268955171108,0.1147975390776991,0.8110755562782288,-0.3390959546771416 -797,797,2016-08-01,-0.3307358509900532,-0.3307358509900532,-0.288880682597566,-0.2728856252974868,-0.2426732883199907,-0.6845456583351572,0.1592166903739174,0.1511652927845716,0.68961801653107,-0.2937789237770316 -798,798,2016-08-02,-0.3753557669771829,-0.3753557669771829,-0.3949897177624608,-0.4013948492341341,-0.3400982402680547,-0.7031470109487848,0.6497841051646641,0.0239128999944244,0.3263029849955013,-0.3182152372363779 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-811,811,2016-08-19,-0.4102895179231882,-0.4102895179231882,-0.468763832134807,-0.3831975808011304,-0.432755140250379,-1.219828537941965,0.558042279134194,0.1018553304796417,0.3401024589935938,-0.4219537776475603 -812,812,2016-08-22,-0.4431589222650535,-0.4431589222650535,-0.4697057850855913,-0.3807819367259268,-0.4227425039462038,-1.1276167044727003,0.0293086301535367,0.41614187695086,0.5545494481921196,-0.4104475624176111 -813,813,2016-08-23,-0.4128301997857879,-0.4128301997857879,-0.4166510429613199,-0.3788493753920643,-0.420358477963334,-0.5100926797939194,0.255730059184134,0.0469692507758736,0.6973006874322891,-0.424485049063615 -814,814,2016-08-24,-0.4480815075707659,-0.4480815075707659,-0.4376845492208716,-0.3881896661634855,-0.3769701599586746,-1.0128742949439495,0.099488351907995,0.0167509737528032,0.8837606906890869,-0.4206358993290641 -815,815,2016-08-25,-0.4744405424120532,-0.4744405424120532,-0.4902682025988393,-0.4115402779077907,-0.4395893783817032,-1.1964348954608464,0.8139366507530212,0.0129369106143713,0.1731263399124145,-0.4237035401299333 -816,816,2016-08-26,-0.4898431848563232,-0.4898431848563232,-0.5050230703816728,-0.4429429597799406,-0.4550057462861883,-1.0882109086428542,0.7905275225639343,0.0145972892642021,0.1948751658201217,-0.4456451981802203 -817,817,2016-08-29,-0.5659034994099388,-0.5659034994099388,-0.5436368541927638,-0.5044601028806652,-0.4866328542851418,-0.8548877152365091,0.0,0.0,0.0,-0.4689095908623805 -818,818,2016-08-30,-0.6271967394988608,-0.6271967394988608,-0.6109751508117413,-0.5766055270278894,-0.5508412717945959,-0.8770094703594313,0.0,0.0,0.0,-0.5314956721308352 -819,819,2016-08-31,-0.6165576767900023,-0.6165576767900023,-0.6660703044887608,-0.6067199882564637,-0.6411141457940503,-0.8525710632626508,0.3488458112503091,0.0156412352807819,0.6355129803220431,-0.5947925627523368 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-848,848,2016-10-12,-0.7832870562440718,-0.7832870562440718,-0.802944713097937,-0.7392553624412831,-0.7917813594955376,-1.149147940465031,0.0476295910775661,0.0740739777684211,0.8782964229583741,-0.7825477080510062 -849,849,2016-10-13,-0.8034535055745676,-0.8034535055745676,-0.8497205922036672,-0.7935253429478986,-0.7989332100909158,-1.0301583356508734,0.0752324309200048,0.07714166007936,0.8476259112358093,-0.7656363564458724 -850,850,2016-10-14,-0.8626819447577193,-0.8626819447577193,-0.8414013176323784,-0.8056033329554178,-0.7963904915526346,-0.6269473308282468,0.0784521798292795,0.1729282534991701,0.7486195663611094,-0.7865414448335215 -851,851,2016-10-17,-0.903173394687384,-0.903173394687384,-0.889119149688892,-0.8748502606545955,-0.8537644435775336,-0.5623990473997612,0.3328041136264801,0.245723673608154,0.4214722439646721,-0.8197422419982067 -852,852,2016-10-18,-0.8215556083009239,-0.8215556083009239,-0.8721666910766598,-0.8545594033072822,-0.870611318013033,-0.3065679902081842,0.1608937879403432,0.0637182810654242,0.7753879229227701,-0.8634528163505635 -853,853,2016-10-19,-0.7507349815903644,-0.7507349815903644,-0.7593081532305666,-0.7772604054802593,-0.8110120325606757,-0.0088782115673816,0.0451289862394332,0.0221365028992295,0.9327345192432404,-0.831467706370124 -854,854,2016-10-20,-0.8215556083009239,-0.8215556083009239,-0.8167578524718109,-0.7935253429478986,-0.7731863660649695,-0.4445677685725327,0.1957638910306351,0.0653217611834406,0.7389143407344818,-0.7570977657958946 -855,855,2016-10-21,-0.8058354090176807,-0.8058354090176807,-0.8392039513448033,-0.7877278893148095,-0.8291302662653165,-0.9282256488011044,0.1692541290074586,0.0996284151449799,0.7311174511909485,-0.7743540646174579 -856,856,2016-10-24,-0.763438390903363,-0.763438390903363,-0.801845805412326,-0.7419928313088816,-0.7909867599523253,-0.9717877908193436,0.1550810231516758,0.3308750344440341,0.5140439240882794,-0.7749449855960956 -857,857,2016-10-25,-0.7701075388234279,-0.7701075388234279,-0.7902304814096751,-0.7266942896924229,-0.7607897037779241,-1.0414236236806165,0.0281703490763902,0.4809343572705984,0.4908952321857214,-0.7503701927221729 -858,858,2016-10-26,-0.7716953230182935,-0.7716953230182935,-0.8137754879682783,-0.7444084753840856,-0.7909867599523253,-0.3174017450271101,0.5444328784942627,0.2262659901036666,0.2293011328348746,-0.7462015094847538 -859,859,2016-10-27,-0.7435894984118393,-0.7435894984118393,-0.6488039364068746,-0.7194475878353108,-0.6266517520478828,1.377138324753285,0.1937441976947916,0.2948601951615678,0.5113955965886513,-0.7565063681239194 -860,860,2016-10-28,-0.8077407500515195,-0.8077407500515195,-0.7803416594901182,-0.7487566807931512,-0.7433071497078535,-0.6246306788543884,0.0457026055082678,0.0172718940302729,0.9370255172252656,-0.7348925559165752 -861,861,2016-10-31,-0.8433096146754714,-0.8433096146754714,-0.8247629930316229,-0.8134943755028159,-0.7673058747387319,-0.5310106843814054,0.0728329494595527,0.034375660387533,0.8927913989339556,-0.729142621291629 -862,862,2016-11-01,-0.953510015228474,-0.953510015228474,-0.8873926476057977,-0.937494596818449,-0.8380302358557634,0.0067478331190357,0.4136805664747953,0.2430352391675114,0.343284190321962,-0.7803844736849217 -863,863,2016-11-02,-0.9974945903868428,-0.9974945903868428,-0.9784326809763813,-0.9471569427507648,-0.9650165643436578,-0.6306948560800766,0.0677755981683731,0.0265926454216241,0.905631709098816,-0.8877414144619171 -864,864,2016-11-03,-1.0070219770084807,-1.0070219770084807,-0.9977396851528392,-0.9547259301372693,-0.981704291517283,-0.994182093233308,0.0,0.0,0.0,-0.9341530524385192 -865,865,2016-11-04,-0.9571619188766656,-0.9571619188766656,-0.9665034475040768,-0.972118060668038,-0.981704291517283,-0.4279650960932143,0.2302708104252815,0.0356827769428491,0.7340464027864593,-0.9525959005640668 -866,866,2016-11-07,-0.9150826847521352,-0.9150826847521352,-0.9534750818043376,-0.9062529425267462,-0.9087548243260252,-0.7177510032937942,0.0323460735380649,0.135765329003334,0.8318885564804077,-0.9489388880379072 -867,867,2016-11-08,-0.8876119738236276,-0.8876119738236276,-0.9032459739905953,-0.8867672230816676,-0.905576198799943,-0.8545924556712134,0.1269624754786491,0.0368752307258546,0.8361622989177704,-0.9065472049773892 -868,868,2016-11-09,-0.9651015213034376,-0.9651015213034376,-0.9894204105815496,-1.0044869080228702,-1.0153978130350518,0.2595581578348954,0.4010660629719496,0.0192989520728588,0.5796350315213203,-0.8767141866562674 -869,869,2016-11-10,-1.0398916085011607,-1.0398916085011607,-0.9955420943234408,-1.0613337905536349,-0.9491234367132442,-0.0635920802440958,0.0463885758072137,0.4573153862729668,0.4962960109114647,-0.9588234819133004 -870,870,2016-11-11,-0.9889198742821244,-0.9889198742821244,-1.0383938805166777,-1.019785680007828,-1.0573556245086966,-0.6908596705776341,0.0684166327118873,0.0315399517615636,0.9000434279441833,-0.993695565919654 -871,871,2016-11-14,-1.1018195079663986,-1.1018195079663986,-1.048282702436235,-1.0972457054152982,-0.997597646500928,-0.1085850955403062,0.0651572197675705,0.0306085664778947,0.9042342305183412,-0.975751339025249 -872,872,2016-11-15,-1.064980415986555,-1.064980415986555,-1.076850485051119,-1.035084221624287,-1.0805597499963622,-0.7105057878069233,0.0535139702260494,0.0221570446155965,0.92432901263237,-1.0432258508842502 -873,873,2016-11-16,-1.062439734123955,-1.062439734123955,-1.1035348108480802,-1.0486116902243272,-1.0826257088087157,-0.8167083822163528,0.2902834564447403,0.0492556132376194,0.6604609191417694,-1.0255381445921476 -874,874,2016-11-17,-0.9873320900872584,-0.9873320900872584,-1.0288189680667743,-1.034118056141605,-1.0692755270698142,-0.486767174135561,0.1221096254885196,0.0315076215192675,0.8463827595114708,-1.029461211587362 -875,875,2016-11-18,-1.0451315234950316,-1.0451315234950316,-0.9737238143897552,-0.9875778602334422,-0.9554806877654094,-0.413361103748205,0.1346418453114373,0.0705126070284417,0.7948455555098397,-0.9951510298527187 -876,876,2016-11-21,-1.0530711259218042,-1.0530711259218042,-1.0382369257818511,-0.9970791785853113,-1.0446411224043657,-0.6062564489832959,0.0372474547475576,0.1279054414480924,0.8348471224308014,-0.9855271872329996 -877,877,2016-11-22,-0.9474757538355408,-0.9474757538355408,-0.9977396851528392,-1.008352030690595,-1.0319268476532666,-0.3240791536576431,0.3422451131045818,0.0101578589528799,0.6475970149040222,-0.9976552191285304 -878,878,2016-11-23,-0.916194133688541,-0.916194133688541,-0.9322846208099588,-0.923161990316173,-0.956116594753211,-0.4856769849713923,0.0,0.0,0.0,-0.9587566256727004 -879,879,2016-11-25,-0.8604590468849079,-0.8604590468849079,-0.907170291444912,-0.8484398945132996,-0.9079602247828128,-1.0593436080666383,0.0,0.0,0.0,-0.9058040996507188 -880,880,2016-11-28,-0.8688747574193246,-0.8688747574193246,-0.8740503724364046,-0.8337852328501295,-0.8787169154134983,-0.568054403688886,0.0255944188684225,0.8978816270828247,0.0765240341424942,-0.8463372016502628 -881,881,2016-11-29,-0.9728823453107228,-0.9728823453107228,-0.9151756565465474,-0.9151101505568264,-0.8774455561443573,-0.5884727382427948,0.1157655958086252,0.4658451848663389,0.4183892235159874,-0.8409794664688371 -882,882,2016-11-30,-0.9755815784419944,-0.9755815784419944,-0.991146912664644,-0.9473179703312116,-0.9499182636096882,-0.791111649132643,0.0829299166798591,0.0163152273744344,0.9007548093795776,-0.9006748197513439 -883,883,2016-12-01,-1.0949918087776622,-1.0949918087776622,-1.043887520777438,-1.051993499782213,-0.9936241940784012,-0.4324167018469029,0.1458538491278886,0.438496530521661,0.4156496562063694,-0.931895492378255 -884,884,2016-12-02,-1.1015021782782406,-1.1015021782782406,-1.1011804898256794,-1.0680974096694058,-1.0789703235567052,-0.6786404670292437,0.0,0.0,0.0,-1.0187078441041706 -885,885,2016-12-05,-1.0168671476199065,-1.0168671476199065,-1.0382369257818511,-1.027676722555227,-1.084851042236174,-0.6718494970274431,0.0,0.0,0.0,-1.0475046502826575 -886,886,2016-12-06,-1.0319520060743883,-1.0319520060743883,-1.0744959394868936,-1.0249387929506308,-1.0370125120830602,-0.8264292355968567,0.0165121871978044,0.9416080117225648,0.0418798066675663,-1.0078179039797532 -887,887,2016-12-07,-0.9160353552690544,-0.9160353552690544,-0.9674451759130376,-0.9875778602334422,-1.0269998757788843,-0.3562170217263649,0.0148874537553638,0.950572982430458,0.0345395845361053,-1.005208007956326 -888,888,2016-12-08,-0.9296914350989722,-0.9296914350989722,-0.981572224756564,-0.9144660402350384,-0.9332303090828308,-0.871285977247546,0.0,0.0,0.0,-0.9439126930727908 -889,889,2016-12-09,-0.9314379977133244,-0.9314379977133244,-0.9605387184970132,-0.8940139249387796,-0.9519842224220416,-0.978397062627116,0.0,0.0,0.0,-0.90934801668253 -890,890,2016-12-12,-0.9274683100753452,-0.9274683100753452,-0.9514346702515896,-0.8880556740937421,-0.9213104065217133,-1.0428090724100805,0.0412168093025684,0.8384063243865967,0.1203768849372863,-0.8987269316005259 -891,891,2016-12-13,-0.836640466755406,-0.836640466755406,-0.843755863196603,-0.8587463507674028,-0.9152709952868332,-0.0468758463935098,0.2838569184144338,0.0105824439475933,0.7055606444676717,-0.8925186563314655 -892,892,2016-12-14,-0.8280657506506875,-0.8280657506506875,-0.8167578524718109,-0.7981956035178587,-0.8269051601910893,-0.6539749371899279,0.0654517449438571,0.0197032409099241,0.9148449897766112,-0.8433153234098044 -893,893,2016-12-15,-0.8456915181185841,-0.8456915181185841,-0.8522320925027191,-0.7880501748442025,-0.8321499718827566,-0.8654943473129,0.031700499355793,0.4113272428512573,0.5569722801446915,-0.7991726265469021 -894,894,2016-12-16,-0.7677256353803148,-0.7677256353803148,-0.8231934456833554,-0.7846683652863169,-0.8373947835744239,-0.734376388047366,0.0,0.0,0.0,-0.7993536508418604 -895,895,2016-12-19,-0.7639147261618225,-0.7639147261618225,-0.793997619587341,-0.7485954228442057,-0.7673058747387319,-0.804511890942216,0.1858109086751938,0.0136889042332768,0.800500214099884,-0.77043022299557 -896,896,2016-12-20,-0.6676879622777109,-0.6676879622777109,-0.7225780507792209,-0.7057590916548232,-0.7584056777950543,-0.5317374771575178,0.1074215814471244,0.0212842112407088,0.8712942004203796,-0.7487685031077957 -897,897,2016-12-21,-0.6849959457558187,-0.6849959457558187,-0.6718778542191741,-0.6266887904428825,-0.6725827885908229,-0.4139743351530499,0.3755307955046494,0.0205317068224151,0.6039374570051829,-0.6886199336345542 -898,898,2016-12-22,-0.6730868828418829,-0.6730868828418829,-0.7070384093222527,-0.6413432217375541,-0.6762381738428332,-0.8901371648779622,0.0579332299530506,0.0482088178396225,0.8938578963279724,-0.6563867047718875 -899,899,2016-12-23,-0.5954385569425866,-0.5954385569425866,-0.6527282538611912,-0.6218577326609743,-0.679734639186201,-0.5359619601686714,0.0773725186785062,0.0272549505655964,0.8953725099563599,-0.6480355737769258 -900,900,2016-12-27,-0.4971476736051491,-0.4971476736051491,-0.5145979828315759,-0.5138001632835887,-0.5703900120302506,-0.2531487211639202,0.3311049327254295,0.0181120673194527,0.6507830440998077,-0.608505182888758 -901,901,2016-12-28,-0.4938130996451171,-0.4938130996451171,-0.4902682025988393,-0.4690315011288418,-0.464700315419848,-0.737646955539872,0.0389069393277168,0.0959353664269049,0.865157683690389,-0.5182707092787913 -902,902,2016-12-29,-0.5741606586756844,-0.5741606586756844,-0.5624727696229171,-0.5186314514339958,-0.51190293858516,-0.6780272356243988,0.1967576574534177,0.0337056112475693,0.7695367336273193,-0.481279812766752 -903,903,2016-12-30,-0.5898808579589276,-0.5898808579589276,-0.5891568708780558,-0.5579249454850462,-0.5478215661771562,-0.5422986846854017,0.2260938286781311,0.0095455450937151,0.7643606066703796,-0.5314495520504211 -904,904,2017-01-03,-0.537480345115327,-0.537480345115327,-0.5447353127947278,-0.5695198527512239,-0.5707076244943041,-0.2514225883206532,0.03465541228652,0.7573837831616401,0.2079607777297497,-0.5645342148007305 -905,905,2017-01-04,-0.3786903409372154,-0.3786903409372154,-0.4243424985933022,-0.5155719274055023,-0.5724559708426036,0.9501021442387224,0.1687576454132795,0.2395845581777393,0.5916577893076465,-0.5482533497212562 -906,906,2017-01-05,-0.3825012501557076,-0.3825012501557076,-0.4325048184297653,-0.3925376412040535,-0.3869827962628498,-0.2540572121340608,0.1891977908089757,0.3250161275888483,0.4857860679427783,-0.4510239078685009 -907,907,2017-01-06,-0.3466148286927829,-0.3466148286927829,-0.3880832603464364,-0.3361740717831284,-0.3788774262156166,-0.3412269207190459,0.2304505370557308,0.0159372609729568,0.753612240155538,-0.3773961788209338 -908,908,2017-01-09,-0.310569401659557,-0.310569401659557,-0.3628117517047385,-0.2951090439786625,-0.3464554913202199,-0.6929037752604502,0.2752876778443654,0.0155036756768822,0.7092086871465048,-0.3437340616787744 -909,909,2017-01-10,-0.3329587488628647,-0.3329587488628647,-0.3615558892843007,-0.3129842572507721,-0.2982991213498213,-0.7654694915004262,0.0357742048799991,0.1195087656378746,0.8447170257568359,-0.3128984380953197 -910,910,2017-01-11,-0.3351818738864913,-0.3351818738864913,-0.3932632156793665,-0.3163660668086577,-0.3448662922337943,-0.7675590207317494,0.1816062475554645,0.1818827125243842,0.6365110576152802,-0.3292742843223133 -911,911,2017-01-12,-0.3374049989101178,-0.3374049989101178,-0.3819615766045454,-0.3340804828688189,-0.3450249847892055,-0.7358981104223514,0.0,0.0,0.0,-0.3431497846135298 -912,912,2017-01-13,-0.2078322682748659,-0.2078322682748659,-0.2697308576977592,-0.2695038157396008,-0.3300856039638786,-0.2128798589124406,0.1207497837021946,0.0191840138286352,0.8600661754608154,-0.352799458053481 -913,913,2017-01-17,-0.2422899111132267,-0.2422899111132267,-0.236611163231076,-0.1925268730734719,-0.2236015351634948,-0.5479994655230336,0.4611377418041229,0.0135196214541792,0.5253427028656006,-0.2815497733072598 -914,914,2017-01-18,-0.198146103233742,-0.198146103233742,-0.2405350316017449,-0.1730413839968922,-0.2243961347067077,-0.7407131125640963,0.3318900167942047,0.0073196766898036,0.6607903838157654,-0.2492673854441518 -915,915,2017-01-19,-0.112399396488187,-0.112399396488187,-0.0997365300800752,-0.0897841353248314,-0.0559287544710963,0.1594424529254075,0.1963317590869135,0.4604235134190983,0.3432447074188126,-0.2212964206797443 -916,916,2017-01-20,-0.0969972083455464,-0.0969972083455464,-0.1418035425991785,-0.053389137721827,-0.0843774642971975,-0.6418465827385518,0.0415745861828327,0.093303732573986,0.8651216626167297,-0.1486646827744508 -917,917,2017-01-23,-0.0304638261119388,-0.0304638261119388,-0.0650470637233006,-0.0132902754000431,-0.0781793605069061,-0.174291704955721,0.0,0.0,0.0,-0.104939219203627 -918,918,2017-01-24,0.0598876819495411,0.0598876819495411,-0.0036730470277399,0.053541008223931,-0.0122223692959209,-0.4689607511208063,0.0,0.0,0.0,-0.0575313368414156 -919,919,2017-01-25,0.0576643297750998,0.0576643297750998,0.0537764276716805,0.0881644720735199,0.1039560412848912,-0.4287373134178338,0.0,0.0,0.0,0.0190341266241879 -920,920,2017-01-26,0.0265414880475866,0.0265414880475866,0.0110815962132701,0.0712554242840922,0.0559590459295976,-0.8808251324340216,0.0136398210500677,0.9097148180007936,0.0766453569134076,0.0414054678558319 -921,921,2017-01-27,0.0335281928066248,0.0335281928066248,-0.0319271447147937,0.0353437397909273,0.0097099422161411,-0.8775999894900227,0.0,0.0,0.0,0.0375495513103869 -922,922,2017-01-30,-0.0033106720224045,-0.0033106720224045,0.0040179595205948,0.0124759804194651,0.0279868684761929,-0.7334224725287185,0.2317350742717584,0.2632439912607272,0.5050209810336431,0.0223109594548516 -923,923,2017-01-31,0.0173318854157367,0.0173318854157367,0.0134361417774953,0.0221380959832822,-0.0243016464721437,-0.6618788086301507,0.1693757104221731,0.4838000820018351,0.3468242585659027,-0.0055995341527631 -924,924,2017-02-01,-0.0253829166883689,-0.0253829166883689,-0.0287880500182586,0.0438784319231169,0.0362516131385315,-0.6976052160309276,0.0715752247382294,0.3102704336528074,0.6181543474508957,0.0009699545618312 -925,925,2017-02-02,0.0112978511736179,0.0112978511736179,-0.0410314175020406,0.0222993539322277,-0.0386053476629,-1.028977297389691,0.2966504842042923,0.0125453853979706,0.6908041834831238,-0.0145155877186291 -926,926,2017-02-03,0.0078042716432841,0.0078042716432841,-0.0447983311378827,0.0540238605967735,0.0181333794338911,-1.1000894280774418,0.0,0.0,0.0,0.0011644873404523 -927,927,2017-02-06,0.1100652969203298,0.1100652969203298,0.0437304264754731,0.0693230933187282,0.003670530981261,-0.7876139588976019,0.032965499907732,0.4065793603658676,0.5604551285505295,0.0145813406748436 -928,928,2017-02-07,0.1054600413027754,0.1054600413027754,0.0779488040859435,0.1625647430839986,0.1179423573648248,-0.6326481116658788,0.3268491340180238,0.0298675550147891,0.6432833274205526,0.0706105581538172 -929,929,2017-02-08,0.1785035658861467,0.1785035658861467,0.1306896367405614,0.1590216755771676,0.104592175625924,-0.703464982788334,0.0,0.0,0.0,0.1004441946866112 -930,930,2017-02-09,0.2915619779899079,0.2915619779899079,0.2534372210480353,0.3192558669153578,0.246040897859986,0.1794065419942459,0.0817463348309199,0.1288599275673429,0.7893937279780706,0.1461714574454036 -931,931,2017-02-10,0.2920385403991823,0.2920385403991823,0.2498270376051962,0.3186117565935698,0.3023026378776182,-0.7746225380245921,0.0331309642642736,0.8360528747240702,0.1308161752919356,0.2284304939971141 -932,932,2017-02-13,0.472582550951841,0.472582550951841,0.4042817237659125,0.3894689600972184,0.3174011659648177,-0.0001566982540324,0.414084680378437,0.0260706037515774,0.5598447332158685,0.3022319479729073 -933,933,2017-02-14,0.4786165851939598,0.4786165851939598,0.5078790340899321,0.5199105149992288,0.4491550917119917,0.0715232392900564,0.2250660757223765,0.0096258466752866,0.7653080622355143,0.3899108685999347 -934,934,2017-02-15,0.4592442551117119,0.4592442551117119,0.4270417321085585,0.484964995988746,0.4645719143229389,-0.4729581113894247,0.5186155252158642,0.0290509468565384,0.4523334950208664,0.4651345669418277 -935,935,2017-02-16,0.2875922903519292,0.2875922903519292,0.3918816260891283,0.3570998823738867,0.4264279533034838,0.0106770565648935,0.1648429259657859,0.2077706553973257,0.6273863911628723,0.4759770164924854 -936,936,2017-02-17,0.3396752463565566,0.3396752463565566,0.2802785015798245,0.2870480471409724,0.2388888199113766,-0.1756090168624248,0.4611377418041229,0.0135196214541792,0.5253427028656006,0.3320146453535774 -937,937,2017-02-21,0.4216108167328056,0.4216108167328056,0.4138566362158167,0.445832299149644,0.3922576720597884,-0.3074310566298177,0.2621779236942529,0.2104562052991241,0.5273658633232117,0.3046939796816738 -938,938,2017-02-22,0.3600002469557247,0.3600002469557247,0.4460348268153624,0.4231257977271273,0.4694982041376264,0.3917208817160909,0.2051359528476106,0.3749473182750599,0.4199167248526854,0.4018587104138481 -939,939,2017-02-23,0.0818004667435748,0.0818004667435748,0.1510950995189823,0.1487149889545655,0.2102814175298641,1.7908424002810348,0.2740817559616906,0.2861371662999902,0.439781103549259,0.3676428543733849 -940,940,2017-02-24,0.097838222865791,0.097838222865791,0.0504801536984949,0.0623982162540116,0.0300530546417775,0.2592174737210927,0.4221647046506405,0.1235685730352997,0.4542667642235756,0.1582426138670906 -941,941,2017-02-27,-0.0731786282160445,-0.0731786282160445,-0.1047595306781789,-0.0694928172405212,-0.0413072134630549,1.0062695984676615,0.0297421446690956,0.6562029818693796,0.3140548020601272,0.1112592269220229 -942,942,2017-02-28,-0.0134733994728032,-0.0134733994728032,-0.0633203370983826,-0.0390565312195513,-0.1045618841674226,-0.2162639877762142,0.2717138864099979,0.0523199494928121,0.6759661287069321,-0.0148859114069532 -943,943,2017-03-01,-0.0129972913651583,-0.0129972913651583,-0.0028884978954299,0.0448445974057989,0.0542106995812981,-0.5043918989562876,0.0101959567982703,0.9405556321144104,0.0492484373971819,-0.0047697786394817 -944,944,2017-03-02,-0.0056925754655176,-0.0056925754655176,-0.0275324121396445,0.0313173591742568,-0.0168317287062492,-0.835468720749755,0.6857927814126015,0.0121710933744907,0.3020361624658108,0.0048836450363364 -945,945,2017-03-03,0.011615408012591,0.011615408012591,-0.0491935127966794,0.0430735243893804,-0.0004618413499082,-0.9336765946219476,0.2605975307524204,0.4395679361186921,0.299834493547678,-0.0004038113952917 -946,946,2017-03-06,0.0058989306094454,0.0058989306094454,-0.0523326074932145,0.0190788023232877,-0.0454395857942242,-0.834628366602375,0.030692521482706,0.0530395060777664,0.9162679314613342,0.0038995460893779 -947,947,2017-03-07,-0.0357041954074395,-0.0357041954074395,-0.0179570506060935,0.0321227274449903,0.0182920719893024,-0.8110076013787209,0.1656165421009063,0.0087840678170323,0.8255993723869324,-0.0078254238994099 -948,948,2017-03-08,-0.0630159007656457,-0.0630159007656457,-0.0779182501463897,-0.0161887718480891,-0.0599019795403918,-0.7506610886871353,0.16348422691226,0.0127881802618503,0.8237276077270508,-0.0243658894670478 -949,949,2017-03-09,-0.0942972937618307,-0.0942972937618307,-0.1000504395497287,-0.0535499349337755,-0.0498893432362162,-0.7156614740624708,0.2359464094042778,0.0539617032433549,0.7100918889045715,-0.0608992795483138 -950,950,2017-03-10,-0.1135110725754076,-0.1135110725754076,-0.1339553567741932,-0.0535499349337755,-0.0724577890893111,-0.9003122637435363,0.5311676755547523,0.0329692754894495,0.4358630418777466,-0.0967421644333816 -951,951,2017-03-13,-0.0741312987329639,-0.0741312987329639,-0.1284612674297854,-0.0570930024406065,-0.094549247863247,-0.9102375275923218,0.123038762807846,0.020132621191442,0.8568286299705505,-0.1174010258154872 -952,952,2017-03-14,0.1137174277193354,0.1137174277193354,0.0484395176039233,-0.004916380479802,-0.0740469881757368,0.1290307176999528,0.202355166276296,0.0510894466812411,0.746555378039678,-0.1039724627699492 -953,953,2017-03-15,0.0776722278369242,0.0776722278369242,0.0936456248195618,0.1279408184974128,0.0990292967637403,-0.3859928132727211,0.2276020556688308,0.0146457865834236,0.7577521681785584,-0.0026710021506425 -954,954,2017-03-16,0.1780270034768722,0.1780270034768722,0.1682047374078651,0.2050787887439891,0.1848524133212029,0.0231460951300725,0.4359723764161269,0.0327571748445431,0.531270424524943,0.0688207534310848 -955,955,2017-03-17,0.1692935089526673,0.1692935089526673,0.1616121894614938,0.2395414553816294,0.2102814175298641,-0.1210087095569782,0.2372607104480266,0.068226533143648,0.6945127376488277,0.1378250635904843 -956,956,2017-03-20,0.1759626568727322,0.1759626568727322,0.1493688219777117,0.201214126813261,0.1562445562332279,-0.7758490008342819,0.0385109186172485,0.0268847029656171,0.9346044063568116,0.1688461506756039 -957,957,2017-03-21,-0.0025170070757864,-0.0025170070757864,0.1532929148902044,0.0630423265757996,0.1916861967460646,-0.0276385501007838,0.8305312395095825,0.0861651450395584,0.0833036303520202,0.1896921886760563 -958,958,2017-03-22,0.0662392730306329,0.0662392730306329,0.0005649553544062,0.0673903016163672,0.0125705005717074,-0.6747793804061464,0.0,0.0,0.0,0.0417764134799949 -959,959,2017-03-23,0.0625866879299979,0.0625866879299979,0.041375880911248,0.1123204520885581,0.0734411452932053,-0.8426457994138653,0.0,0.0,0.0,0.0525865298153625 -960,960,2017-03-24,0.1956529980955835,0.1956529980955835,0.1390089113118508,0.1398582416614819,0.0783683445208187,-0.3141084652603507,0.1171046569943428,0.0115326968953013,0.8713626265525818,0.0689332381620945 -961,961,2017-03-27,0.3077587396824254,0.3077587396824254,0.2438623085981319,0.2161908436373247,0.1562445562332279,-0.1815823449910989,0.2302570290863514,0.0239996816962957,0.7457432925701142,0.1224834408011075 -962,962,2017-03-28,0.4225639415513544,0.4225639415513544,0.4025549971409953,0.461775181456388,0.4172101438957523,0.2174268890946277,0.4602765150368214,0.0863416058942675,0.4533819023519754,0.2146376999999733 -963,963,2017-03-29,0.4214522654641329,0.4214522654641329,0.385602538528763,0.4704715922745235,0.4381889359559581,-0.761790103071357,0.3067072530587514,0.0122933943445483,0.6809993187586466,0.3687288809698 -964,964,2017-03-30,0.4300267544180366,0.4300267544180366,0.4232743693890688,0.4973652715256567,0.4334208839902194,-0.6545427440462658,0.17803655564785,0.1965210288763046,0.625442385673523,0.4512088648834938 -965,965,2017-03-31,0.4360607886601554,0.4360607886601554,0.3868581764073762,0.4830326650233819,0.4443874944527129,-0.8484601416227648,0.1129285804927349,0.3945962116122246,0.4924751967191696,0.4665017234340996 -966,966,2017-04-03,0.7571339222450828,0.7571339222450828,0.6901167291913981,0.6160511219495424,0.5742343812961744,1.5576781927944643,0.4079903831536119,0.1457635655321858,0.4462460465729236,0.4757441815903955 -967,967,2017-04-04,0.8393875037619344,0.8393875037619344,0.7813143909222802,0.7762848525507354,0.7330069650448945,0.7050594173175644,0.1607256600012382,0.242876716889441,0.5963976184527079,0.6776512795227628 -968,968,2017-04-05,0.7012402841727787,0.7012402841727787,0.7824128495242428,0.7709707120274868,0.8148564018265991,0.1931928924661287,0.0776655413210392,0.1107830526307225,0.8115513622760773,0.8279967234189669 -969,969,2017-04-06,0.7599923880974704,0.7599923880974704,0.7362650138996446,0.7693604362230159,0.7328478177830207,-0.3428849167395524,0.0600034575909376,0.2284114519134163,0.7115851417183876,0.7605063615064903 -970,970,2017-04-07,0.8209673898949748,0.8209673898949748,0.7480372926371226,0.8184773037868289,0.7427013068253208,-0.5566074174651152,0.0560513163606325,0.0228091614941755,0.9211395382881165,0.7631813261705014 -971,971,2017-04-10,0.9773757177807878,0.9773757177807878,0.9213278942279924,1.004639008893473,0.9278568689410216,0.1440435309815253,0.4451235462911427,0.0156553238630294,0.5392211205326021,0.8138762325455513 -972,972,2017-04-11,0.9189411706950684,0.9189411706950684,0.9172470711224976,0.95294523930551,0.995084764714684,-0.2965518772623847,0.1883049378171563,0.5595943868160248,0.2521006792783737,0.956307077370712 -973,973,2017-04-12,0.7304573305648229,0.7304573305648229,0.8384499561520472,0.8051113235042314,0.8831969643139915,-0.2224871509216769,0.3469320585612546,0.2459466514092954,0.4071212627670981,0.91316299346344 -974,974,2017-04-13,0.8441508563465312,0.8441508563465312,0.8218114070094692,0.7886851280876471,0.7299872594274543,0.5120050861626989,0.1667927354574203,0.0532966391183435,0.7799105951562524,0.7542339113968539 -975,975,2017-04-17,0.8035008551481941,0.8035008551481941,0.7685999346921949,0.8431165969117066,0.8253460252099337,-0.6567458346488566,0.2096158719311157,0.6050572460517287,0.1853269015749295,0.7969539765803196 -976,976,2017-04-18,0.7846046331735912,0.7846046331735912,0.7189986458177581,0.8305555241628456,0.7776664149654628,-0.9072622196651114,0.4336362377119561,0.3285224352342387,0.2378413726886113,0.8364701262550263 -977,977,2017-04-19,0.8682869933150037,0.8682869933150037,0.8097252188023386,0.8983529732695018,0.8215314926960504,-0.7114142787770639,0.1975581194274127,0.4457873336505145,0.3566545440504948,0.8413081465251202 -978,978,2017-04-20,0.8204912817873314,0.8204912817873314,0.8494376857572143,0.8680774844604814,0.8858988301141465,-0.2000701362334589,0.226513501163572,0.6044462427962571,0.1690402660518884,0.8952510625426583 -979,979,2017-04-21,0.869557220670897,0.869557220670897,0.8062717655525007,0.871137238857473,0.8142207221920297,-0.5724605848940677,0.2076122090220451,0.2599748778156936,0.5324129015207291,0.8321375200961357 -980,980,2017-04-24,0.9081433295667236,0.9081433295667236,0.8714126958839036,0.961319134225752,0.9289695356547508,-0.4421602675016602,0.2151127742095427,0.1730339224026962,0.6118532906879078,0.8671378941969743 -981,981,2017-04-25,0.9996060594137948,0.9996060594137948,0.925251987140485,0.9587426929385988,0.9095794879745082,-0.0664538268000385,0.1684717515017837,0.2797320506069809,0.5517961867153645,0.914850070771917 -982,982,2017-04-26,0.9421241828449948,0.9421241828449948,0.9334145315187714,1.0093090390949344,0.9790327171756298,-0.5303974529765606,0.2424391012173146,0.4893851717934012,0.2681757160462439,0.9677694666069344 -983,983,2017-04-27,0.9176704890375458,0.9176704890375458,0.9112823421154324,0.985153059079896,0.96822525397501,-0.8089407844216512,0.0277733374387025,0.4409802218100854,0.5312464104167053,0.9633116092735864 -984,984,2017-04-28,1.0040523094610487,1.0040523094610487,0.9381236226472216,0.9932048988392432,0.9386638774351796,-0.5734372126869688,0.0506897572427988,0.2663383290171623,0.6829719126224518,0.9612220836148302 -985,985,2017-05-01,1.1431521995671228,1.1431521995671228,1.1335464136414293,1.102872744021098,1.0189245698369211,0.408664238309212,0.0554451495409011,0.0616141045466065,0.8829406797885895,1.0042110038407093 -986,986,2017-05-02,1.0805889592731237,1.0805889592731237,1.1399817823111509,1.1310546439158098,1.1638699847675822,-0.3741824306608941,0.0575784893174256,0.2483150493353605,0.6941064532314029,1.1307374521497748 -987,987,2017-05-03,0.955621484255426,0.955621484255426,1.0437615690658126,1.0326596508392392,1.0632661799402043,0.0234186424211146,0.2421800684649497,0.2678258011117577,0.4899941110052168,1.105708787631778 -988,988,2017-05-04,0.7085440914691598,0.7085440914691598,0.8277761360165327,0.7155735384577405,0.9006795183840617,1.617502323178219,0.1466628106177917,0.3308731413978551,0.5224640366754362,0.9806518061225696 -989,989,2017-05-05,0.9132246932919228,0.9132246932919228,0.8400195035003147,0.8128411081026853,0.7506482116703751,0.260512073353543,0.085350821472027,0.2643223267725922,0.6503268497234042,0.7181823093132459 -990,990,2017-05-08,0.8948050337265944,0.8948050337265944,0.9222696226369528,0.9580985826168118,0.9556698991325532,-0.005403233606594,0.250341952911445,0.0376824635480131,0.7119755830083575,0.8917010080841254 -991,991,2017-05-09,1.1182223976520314,1.1182223976520314,1.050981935951491,1.0109193148994045,0.9315122541930336,0.6010144889622187,0.0970008425414562,0.1725884959101677,0.7304106473922729,0.930664848940541 -992,992,2017-05-10,1.181103194785003,1.181103194785003,1.106077314170334,1.1561767894135309,1.1250903441135576,-0.2926907906392874,0.3014286741614341,0.0115545812994241,0.6870167285203934,1.080712538260739 -993,993,2017-05-11,1.147439898345704,1.147439898345704,1.1139254999953192,1.180010714267675,1.154333880836103,-0.5170426357154946,0.363557251339609,0.0126155592839826,0.623827187852426,1.1837152429186495 -994,994,2017-05-12,1.174592598133609,1.174592598133609,1.12962187164529,1.211091110610433,1.1873919500725332,-0.6606296335462074,0.5931889414787292,0.0136943208053708,0.3931167324384053,1.160303403028499 -995,995,2017-05-15,1.0327932477454478,1.0327932477454478,1.0228850175410875,1.0661556912572003,1.0745501755135214,0.134390814423782,0.0435433747867743,0.3372829121847947,0.6191736881931623,1.1813202164171512 -996,996,2017-05-16,1.0507367992031311,1.0507367992031311,1.0206876512535132,1.1081868845443483,1.0619948206710637,-0.6536115408018718,0.1499729491770267,0.247123572230339,0.6029034376144409,1.034231958510185 -997,997,2017-05-17,0.8776556015171575,0.8776556015171575,0.9354547185296962,0.95294523930551,1.0111368122537414,-0.072313593557445,0.0,0.0,0.0,1.0618080722243812 -998,998,2017-05-18,0.9880145533388316,0.9880145533388316,0.924624168201178,0.9498854849085184,0.8936865876973261,-0.3126321674338723,0.3596846476818124,0.3233164520934224,0.316998911400636,0.8952667338361323 -999,999,2017-05-19,0.9526044671343666,0.9526044671343666,0.9648077239023602,1.0286337309595657,1.0287780588792228,-0.5320781612713206,0.4666588101536035,0.2403423862997442,0.2929988168179989,0.9487665633963598 -1000,1000,2017-05-22,0.9449826486973822,0.9449826486973822,0.9313738954241998,0.973880206974612,0.9858665006004916,-0.6134789521959133,0.0946606677025556,0.0168649939199288,0.8884743253389994,0.9715762204277716 -1001,1001,2017-05-23,0.8419279584737185,0.8419279584737185,0.8742383301944344,0.9204153643702314,0.9486765137393552,-0.6159318778152927,0.2909637615084648,0.0325675217900425,0.6764687020331621,0.9593493938380204 -1002,1002,2017-05-24,0.9429183020932432,0.9429183020932432,0.878476332576579,0.95133496350104,0.8858988301141465,-0.4535618291769241,0.4345473040723138,0.0494633316993713,0.5159893756111463,0.8862991191823034 -1003,1003,2017-05-25,1.0478783333507438,1.0478783333507438,0.9721848209810416,0.9901451444422515,0.9575769380362642,-0.4579452981078522,0.0597634967416524,0.0382431768812239,0.9019933342933656,0.9358870840407504 -1004,1004,2017-05-26,1.1798329674291097,1.1798329674291097,1.1059201348936831,1.127028724036137,1.0570680761499127,0.1753183326286135,0.1284098207950592,0.0636244039982557,0.8079657793045044,1.0216194870103052 -1005,1005,2017-05-30,1.3379876307784604,1.3379876307784604,1.2752866435720605,1.2792106148779832,1.1956562400284083,0.1709348636976854,0.0334790162742137,0.069182535012563,0.8973384102185568,1.160689167111962 -1006,1006,2017-05-31,1.4318322640686447,1.4318322640686447,1.3790411331727312,1.4305875981860927,1.381447027072216,0.6661760037955491,0.2649630093947053,0.3159604500979185,0.4190765470266342,1.3272315184735537 -1007,1007,2017-06-01,1.4216699909198771,1.4216699909198771,1.4102775953633164,1.4648890068747884,1.4817325373758463,0.1312110960282901,0.0182998976670205,0.8499117791652679,0.1317882761359214,1.4292217264823757 -1008,1008,2017-06-02,1.4134130588049438,1.4134130588049438,1.3788844029797276,1.4429874129860072,1.4145046416021831,-0.3270771738591069,0.0168967583837608,0.7537021438280741,0.2294010842839876,1.4450604584912148 -1009,1009,2017-06-05,1.5320289427415512,1.5320289427415512,1.46615752271447,1.415288826201135,1.3943206764384195,-0.0558471947236477,0.2574874274432659,0.0385118469595909,0.7040007140487432,1.4121884009694805 -1010,1010,2017-06-06,1.619839541789616,1.619839541789616,1.639604854498342,1.508047623593563,1.4928578403937514,0.9213256927595208,0.1992340311408043,0.1567340400069952,0.644031947851181,1.4762474050644898 -1011,1011,2017-06-07,1.727817044469807,1.727817044469807,1.6554584054249633,1.7523442015060489,1.6778542552475777,0.5377608051661833,0.2638481575995683,0.0984858802652784,0.6376659529549735,1.561619487457477 -1012,1012,2017-06-08,1.8921647476315784,1.8921647476315784,1.8343998265532435,1.8341522019540868,1.7956223196212775,0.46133400230311,0.0673400022089481,0.221094898506999,0.7115650713443756,1.714689531711471 -1013,1013,2017-06-09,1.6908187197688471,1.6908187197688471,1.9124119433077336,1.746868803033854,1.965201911864156,2.3237177788169707,0.2547082868404686,0.1702123007271438,0.5750793647021055,1.829928000959213 -1014,1014,2017-06-12,1.7176543170194083,1.7176543170194083,1.718244790192141,1.6795542063000384,1.704077631646221,0.7920701399827749,0.1612605638802051,0.350599414203316,0.4881400316953659,1.6073242488010675 -1015,1015,2017-06-13,1.9866444945997084,1.9866444945997084,1.898756207752336,1.9370559672831744,1.857128643977346,1.0851039024016071,0.1896838300994464,0.1875920641635145,0.6227241041404861,1.740821145439368 -1016,1016,2017-06-14,2.061434354646617,2.061434354646617,2.028253070199184,2.093264238741691,2.071209448291844,1.314611433733362,0.0430613048374652,0.2858717540899912,0.6710669100284576,1.9118590724946465 -1017,1017,2017-06-15,1.976958329558584,1.976958329558584,1.8902797539043965,1.9351236363178104,1.9346870158724685,0.7713565458635705,0.0867996822026642,0.1540770194577899,0.7591233253479004,1.9711659207069991 -1018,1018,2017-06-16,1.9143950892645856,1.9143950892645856,1.930306130328928,1.9932585091236523,2.0217819464055364,-0.0679755491750239,0.0623379554599523,0.2952765128575265,0.6423855572938919,1.9014449914945004 -1019,1019,2017-06-19,1.888988724940217,1.888988724940217,1.909743488273857,1.956219861935857,1.97442017597835,-0.1092437514936581,0.0419740951620042,0.4142480231821537,0.5437778607010841,1.862697926933364 -1020,1020,2017-06-20,1.9277333851047147,1.9277333851047147,1.943962314967975,1.9873002582786148,2.0009618469007404,0.0927592157170916,0.145584476697776,0.4081454098017679,0.4462700891825888,1.8187848174991887 -1021,1021,2017-06-21,1.9937897506274176,1.9937897506274176,1.9142958492093032,1.9597624687056912,1.964089699856889,-0.4785680431300426,0.1689661213507255,0.2724875129448871,0.5585463605821133,1.8423463390973496 -1022,1022,2017-06-22,2.092398645105458,2.092398645105458,2.040025798020311,2.0491394565402343,2.021940638960947,0.1134500975620425,0.4554355285233921,0.0205858804595967,0.5239786017272208,1.8631348163772852 -1023,1023,2017-06-23,2.1057369409455884,2.1057369409455884,2.071261811127248,2.142220309093555,2.092824374693084,-0.1327509553460447,0.3096658423542976,0.0332131119444966,0.6571210328489542,1.9546414653320048 -1024,1024,2017-06-26,2.0110981884071566,2.0110981884071566,2.070633992187941,2.041570469153728,2.1602109630221578,-0.0967974252027327,0.368142166485389,0.0153268715366721,0.6165309523542722,1.9779147066342444 -1025,1025,2017-06-27,1.771007954681557,1.771007954681557,1.9050343971454056,1.863139009382535,1.996670327307696,-0.0076971733061989,0.2185550481081009,0.007398571819067,0.774046391248703,1.8986010390423056 -1026,1026,2017-06-28,1.911854180251171,1.911854180251171,1.831888550796016,1.8711908491418825,1.84218926315202,-0.1652976443513297,0.1074211870630582,0.0287955452998479,0.8637832999229431,1.7157259822007744 -1027,1027,2017-06-29,1.7452835792165875,1.7452835792165875,1.8202730022515403,1.7355959509285697,1.9046491069599432,0.2704373372023284,0.0412079878151416,0.016863552853465,0.941928505897522,1.8057684675690175 -1028,1028,2017-06-30,1.7589394318956892,1.7589394318956892,1.7538759849578769,1.8244896256532728,1.7949866399867076,-0.2684113694622814,0.0568360090255737,0.0369097553193569,0.906254217028618,1.6709539905455568 -1029,1029,2017-07-03,1.6161874109906105,1.6161874109906105,1.8257666425123007,1.6937255548533705,1.8987688429869367,-0.1646389883979778,0.3357589755974272,0.3716248202630702,0.2926161989350529,1.7072367888979068 -1030,1030,2017-07-05,1.2107968035863208,1.2107968035863208,1.4473211582006684,1.2883898780689578,1.5325910004996313,2.274954525994677,0.1765734348911792,0.6130760508589447,0.2103504972532391,1.5835196136007246 -1031,1031,2017-07-06,0.9208465117289072,0.9208465117289072,1.0321460205213375,0.9658283672152648,1.0567502363326284,2.7922947089412093,0.1931938945569775,0.5751866964115337,0.2316194102591411,1.137150645967341 -1032,1032,2017-07-07,0.9905550080506166,0.9905550080506166,0.9726559097273464,0.983220728114532,0.996991803618398,1.623157679467344,0.3245062503653268,0.1893220773975675,0.4861716559777657,1.0119382028434036 -1033,1033,2017-07-10,1.035492708027534,1.035492708027534,0.9874105529683548,0.9147791686860895,0.9874561543933787,1.5423019831248357,0.1980980839580297,0.0214256403269246,0.7804762832820415,1.02813683832214 -1034,1034,2017-07-11,1.2128611501904616,1.2128611501904616,1.1340170533040868,1.0946596463128062,1.0367249637242757,1.0286639008816258,0.5605837432667613,0.0164728651288896,0.4229433673899621,1.0503424057214623 -1035,1035,2017-07-12,1.2493829124821472,1.2493829124821472,1.2253714452279718,1.2589197575306708,1.265586001602227,0.7530958773637456,0.1700943745672702,0.0167520558461546,0.8131535351276398,1.2315682227881897 -1036,1036,2017-07-13,1.1523622565006022,1.1523622565006022,1.2018264386693682,1.1859689651127123,1.260977096898361,0.3552676815392016,0.0,0.0,0.0,1.2981314161590105 -1037,1037,2017-07-14,1.22175319598334,1.22175319598334,1.1519112403252794,1.2060990252480774,1.1509963354013777,-0.3191278778703772,0.1822945922613144,0.6698057651519775,0.1478996276855468,1.1898775768672976 -1038,1038,2017-07-17,1.0913868004014684,1.0913868004014684,1.131191868077205,1.0809716108693157,1.1883454695243878,0.6465298865662599,0.1045371033251285,0.3630401711755742,0.5324227263530096,1.2077224727874778 -1039,1039,2017-07-18,1.2290579118829783,1.2290579118829783,1.1630557001234505,1.1165612402015863,1.0605647688465127,-0.149126505082828,0.0892231054604053,0.1913923248648643,0.7193845808506012,1.0700122029113568 -1040,1040,2017-07-19,1.1817383084629485,1.1817383084629485,1.202611436885325,1.2383068450224626,1.2310978805412462,-0.1529194548831648,0.0560074709355831,0.2816543774679303,0.6623381525278091,1.184753719354638 -1041,1041,2017-07-20,1.255734503563239,1.255734503563239,1.1801653380123331,1.2540884693802636,1.2099599412191648,-0.4233772166940046,0.0289306528866291,0.0373919270932674,0.9336774349212646,1.1882423995459532 -1042,1042,2017-07-21,1.2315983665947658,1.2315983665947658,1.1964895286016108,1.2798547251997705,1.2506466207769,-0.4834738943688015,0.1334817260503769,0.0098735820502042,0.8566446304321289,1.2319082243112416 -1043,1043,2017-07-24,1.4558098497684475,1.4558098497684475,1.387046498274368,1.3476526350434244,1.2630432830639455,0.3649431103711984,0.1334817260503769,0.0098735820502042,0.8566446304321289,1.2295994793038512 -1044,1044,2017-07-25,1.4094429168653373,1.4094429168653373,1.421579234438138,1.414322660718453,1.497625892359491,-0.0093324570524519,0.5128426115959883,0.197414506599307,0.2897429145872593,1.4092910588634733 -1045,1045,2017-07-26,1.476928515314234,1.476928515314234,1.4200092380062228,1.4782549871573842,1.4238815982717885,-0.5018254119656405,0.4833704466000199,0.4921637568622827,0.024465849623084,1.403501499104838 -1046,1046,2017-07-27,1.3278249033280616,1.3278249033280616,1.45140287947346,1.2877457677471698,1.5135192473431345,0.2889251284446885,0.0545945169404149,0.2082426264882087,0.7371628660708666,1.4536684676084823 -1047,1047,2017-07-28,1.337511068369186,1.337511068369186,1.3273992082037245,1.3879122945771585,1.3687325249678857,-0.4882888965105463,0.2101678820326924,0.1307962655555457,0.6590358523858918,1.303706106395717 -1048,1048,2017-07-31,1.1533149270175216,1.1533149270175216,1.357066123046042,1.2032000680630344,1.346641066193949,0.3417765906326145,0.0837698070989812,0.2403312131543369,0.6758989883477197,1.331731384407279 -1049,1049,2017-08-01,1.0913868004014684,1.0913868004014684,1.0895954952207585,1.1241297668510932,1.1479766297839376,0.2890841143644631,0.1349455626415354,0.2055043561517127,0.6595500861959798,1.1658685593984537 -1050,1050,2017-08-02,1.191742030343046,1.191742030343046,1.1315057775468589,1.0450594656391536,1.0834505998104291,1.3766386547197076,0.22533661685884,0.22433866511306,0.5503247186748518,1.0840719153842269 -1051,1051,2017-08-03,1.5283768119425438,1.5283768119425438,1.4906438085983842,1.5592580800716864,1.5028704766979268,1.4773675910340405,0.313461610243063,0.2150149174796586,0.4715234758332371,1.1152922304911346 -1052,1052,2017-08-04,1.6843085774190834,1.6843085774190834,1.6047586579485644,1.5616737241468908,1.5294121476203182,0.5084392591048973,0.323789461205403,0.160868420653666,0.5153421436746916,1.5484735961128095 -1053,1053,2017-08-07,1.6566788609202747,1.6566788609202747,1.6394481243053407,1.7138556149887358,1.6939063027866323,-0.1603009440155567,0.2761360755698247,0.0996788047592748,0.6241851211948828,1.6979490150812042 -1054,1054,2017-08-08,1.816262757195818,1.816262757195818,1.7822872619215804,1.788739199109053,1.6967668611421995,0.0952802781592316,0.3303562742657959,0.2090745952446013,0.4605691109318286,1.669890487709344 -1055,1055,2017-08-09,1.7894271599452578,1.7894271599452578,1.8045766306015707,1.813700086657828,1.751916389152564,-0.0313860753526136,0.1872030682861805,0.0611211463110521,0.7516758069396019,1.7662275894274226 -1056,1056,2017-08-10,1.6603309917192803,1.6603309917192803,1.7519925281399549,1.744613956170599,1.7614520383775816,0.0142201713484416,0.2846032809466123,0.1695380186429247,0.545858696103096,1.74556126481525 -1057,1057,2017-08-11,1.699552214293053,1.699552214293053,1.6673878634390915,1.7278661663301167,1.687866891551753,-0.6051662598191273,0.5137073183432221,0.0203689141198992,0.4659237756859511,1.637435179338017 -1058,1058,2017-08-14,1.7937144044222095,1.7937144044222095,1.7678465281502236,1.872479069785458,1.8096081809947488,-0.5703256311142374,0.4284992523491382,0.0578032722696661,0.5136974930763245,1.644309693133058 -1059,1059,2017-08-15,1.770372386701982,1.770372386701982,1.7337844316491091,1.820463705773599,1.818667297847069,-0.8960423561838757,0.0488040180255969,0.0340719564507404,0.9171239733695984,1.7336815901486151 -1060,1060,2017-08-16,1.7795824436354617,1.7795824436354617,1.7496379825757298,1.8711908491418825,1.7837026444133912,-0.8213871107125766,0.1055651903152465,0.0129971941933035,0.8814375996589661,1.701942871037054 -1061,1061,2017-08-17,1.605072013023292,1.605072013023292,1.6994088747619869,1.695175033445892,1.7552539345872902,-0.4548337165351209,0.3021127879619598,0.0095186103135347,0.688368558883667,1.7282413274331152 -1062,1062,2017-08-18,1.534251840614363,1.534251840614363,1.5534306424492113,1.601933383680621,1.6233404068717825,-0.3684135130005017,0.0756188966333866,0.7402901146560907,0.184090968966484,1.5916791734606337 -1063,1063,2017-08-21,1.3818136546681572,1.3818136546681572,1.4250322386043266,1.3772835527936598,1.5106582342811066,-0.1214856673163019,0.0318646430969238,0.3459874267379443,0.622147927681605,1.513525539105774 -1064,1064,2017-08-22,1.4372311846328172,1.4372311846328172,1.36883840178352,1.4661772275183635,1.4361195680034229,-0.6151142359421662,0.2388139218091964,0.5065631456673145,0.2546229204162955,1.350100285478829 -1065,1065,2017-08-23,1.6185693144337234,1.6185693144337234,1.5454252773475754,1.481153944342427,1.402107979315137,-0.4714591012886928,0.0,0.0,0.0,1.408525251016599 -1066,1066,2017-08-24,1.6211102234471368,1.6211102234471368,1.5951832964150134,1.66538285774671,1.6171423030814909,-0.555449091478186,0.2536260828375816,0.249793802248314,0.4965801175683736,1.5448102078132595 -1067,1067,2017-08-25,1.5436204488165135,1.5436204488165135,1.579958013511347,1.6260893636956597,1.6444783461938637,-0.8054430941866101,0.0754833985120058,0.4858167369384318,0.4386998675763607,1.5954586365878922 -1068,1068,2017-08-28,1.5056699079002631,1.5056699079002631,1.4490483339092333,1.5040217037138903,1.5338623597687715,-0.741848726276772,0.0368325114250183,0.0281068217009305,0.9350606799125672,1.5355058689030747 -1069,1069,2017-08-29,1.532664056419497,1.532664056419497,1.4757324351643728,1.488400415831039,1.4098957368983185,-0.6715088129136405,0.1449210445086161,0.0111947056526939,0.8438842296600342,1.4812523275894152 -1070,1070,2017-08-30,1.6250799110851166,1.6250799110851166,1.5451113678779218,1.6212580755452537,1.5718467188198897,-0.8215915211808582,0.2161301486194133,0.0747717916965484,0.7090980187058449,1.4983480999295375 -1071,1071,2017-08-31,1.668270821296867,1.668270821296867,1.6231234846324138,1.7149830384203626,1.6335121904378318,-0.6717132233819221,0.1519894450902938,0.0091737210750579,0.8388367891311646,1.583508768827294 -1072,1072,2017-09-01,1.6603309917192803,1.6603309917192803,1.6097812094630206,1.728993129024747,1.6743575625509783,-0.9041279258181266,0.2218313807621598,0.5758568666875362,0.2023117415606975,1.640602329873113 -1073,1073,2017-09-05,1.5680741426239606,1.5680741426239606,1.5768184697311642,1.603382862273143,1.6374854155071263,-0.7257002992825239,0.2379856407642364,0.0124891204759478,0.7495251893997192,1.6321170692902804 -1074,1074,2017-09-06,1.4877263564425798,1.4877263564425798,1.5060267198623505,1.5336526214641255,1.5691448530197347,-0.6674887403707686,0.4504451155662536,0.0156287819679294,0.5339260974100658,1.5541276557902286 -1075,1075,2017-09-07,1.584270904316479,1.584270904316479,1.529571726420954,1.5640893682220924,1.5132009528193875,-0.6339199990240755,0.1874475342531999,0.3723876507331927,0.4401647858321666,1.4814180976975695 -1076,1076,2017-09-08,1.4697832592865256,1.4697832592865256,1.4871908044321973,1.5455695838911978,1.5610397103257323,-0.8555236589156076,0.383470356464386,0.4786815047264099,0.1378481388092041,1.545239946857117 -1077,1077,2017-09-11,1.791968068958672,1.791968068958672,1.705844692515356,1.6695695748383304,1.5985470822976915,0.1446340501121166,0.1206074696965515,0.1910612902138382,0.688331238925457,1.472932717941403 -1078,1078,2017-09-12,1.7770415346220472,1.7770415346220472,1.7851124471484618,1.8370506984021329,1.807383302273752,-0.2401573002909104,0.0709788199100229,0.2998860133811831,0.6291351765394211,1.717580795977424 -1079,1079,2017-09-13,1.8323005133180352,1.8323005133180352,1.7742818968199443,1.824006773280431,1.7967349863350062,-0.6461846271209728,0.020283764693886,0.4654161944054067,0.5143000781536102,1.7428997667380264 -1080,1080,2017-09-14,2.013480091850269,2.013480091850269,1.9295211321129708,1.8729623828952977,1.804840583735472,0.0391128239302925,0.0986531730741262,0.1761895793800552,0.725157211224238,1.7559779676287528 -1081,1081,2017-09-15,2.0479375075378154,2.0479375075378154,1.9615421434358649,2.035128905198852,1.9666324183951704,-0.3656199032673195,0.1215088814496994,0.0225117144485314,0.8559794028600057,1.893293892941334 -1082,1082,2017-09-18,2.130349640323338,2.130349640323338,2.112387095237392,2.11532662984242,2.057859266552943,0.035819544163533,0.0621801987290382,0.0586703522130847,0.8791494220495224,1.929686449934669 -1083,1083,2017-09-19,1.973147193189277,1.973147193189277,1.999057244103171,2.0491394565402343,2.053885586777183,-0.1313655066165804,0.0390109533909708,0.682899996638298,0.2780890380963683,2.0010175300682875 -1084,1084,2017-09-20,1.9542514255163028,1.9542514255163028,1.934073493048418,2.008879797006501,1.9426339207175227,-0.4794992463744366,0.2704203017055988,0.3188610354305378,0.4107186538832528,1.8911219589218384 -1085,1085,2017-09-21,1.836270200956014,1.836270200956014,1.911784124368428,1.903237871704319,1.972830976891924,-0.547840479603259,0.1671139509417116,0.1627322856802493,0.6701537473127246,1.8619449898066052 -1086,1086,2017-09-22,1.5918927227534634,1.5918927227534634,1.803006634169655,1.6837413841286577,1.83916955753458,0.256446576262164,0.049353156859676,0.3248081182440122,0.6258386795719465,1.766005688678764 -1087,1087,2017-09-25,1.495030618040591,1.495030618040591,1.6078977526450997,1.5549101050311178,1.6271549393856664,0.1307341382689663,0.1123585707197586,0.3358525636916359,0.5517888454099497,1.5687349697346806 -1088,1088,2017-09-26,1.499159311248871,1.499159311248871,1.5101079920514937,1.523024340417627,1.5918719914282409,0.0286197532251692,0.4154831845579402,0.2827614674876843,0.3017553649842739,1.4781303437480582 -1089,1089,2017-09-27,1.4311971503906984,1.4311971503906984,1.5140320849639863,1.5165827764627495,1.5755025587783624,-0.2203067725933396,0.198475474724546,0.4876050555612892,0.3139194664545357,1.4701967365301774 -1090,1090,2017-09-28,1.4094429168653373,1.4094429168653373,1.376843766885156,1.434452720853817,1.4162529879504828,-0.3885365879891147,0.0746426160136858,0.37173190433532,0.5536254445711771,1.4263031715228447 -1091,1091,2017-09-29,1.4332614969948383,1.4332614969948383,1.4071380515831338,1.485985232492833,1.447721403394024,-0.436800170777831,0.3121468101938565,0.2048596143722534,0.4829935828844706,1.386353767190916 -1092,1092,2017-10-02,1.4400896504852048,1.4400896504852048,1.3917555894028166,1.4362237938702362,1.4582110267773587,-0.3959862139442672,0.330980186882828,0.2893273137243731,0.3796925161566053,1.4188456617759044 -1093,1093,2017-10-03,1.545049681742707,1.545049681742707,1.4678842493393875,1.368104289602686,1.3529983172461166,0.709374749425732,0.1492425386722271,0.5635881939759622,0.2871692735128678,1.4104041378067975 -1094,1094,2017-10-04,1.6541384062084914,1.6541384062084914,1.625949118942942,1.663128471620452,1.596958337917729,0.2573777795065581,0.3003001457878521,0.1757798261408295,0.5239200054534844,1.462997594572223 -1095,1095,2017-10-05,1.659219769933689,1.659219769933689,1.6074266638987955,1.6913099107781668,1.6724505236472675,-0.6492507841451971,0.0608921963721513,0.0245655118487775,0.9145423471927644,1.646944138863372 -1096,1096,2017-10-06,1.683832015009809,1.683832015009809,1.6491797669482453,1.705803775229388,1.626360567195685,-0.6206787431342771,0.2559122072998434,0.2105696819489821,0.533518124371767,1.6353476200392787 -1097,1097,2017-10-09,1.4624789976885129,1.4624789976885129,1.5181133571531296,1.5515282954732323,1.5715288790026043,0.1052509665565241,0.3737391782924533,0.479108898434788,0.1471519190818071,1.6479204068188018 -1098,1098,2017-10-10,1.6633480088403396,1.6633480088403396,1.579016285102388,1.5975854086400538,1.526233749447466,-0.0117626703975778,0.1934175342321396,0.2646587735507637,0.5419236421585083,1.4666948280987435 -1099,1099,2017-10-11,1.647627809557097,1.647627809557097,1.6099383887396712,1.6880893591692268,1.6389159220381406,-0.5745046895768839,0.0481189098209142,0.4695372184117635,0.4823438972234726,1.6032416087110872 -1100,1100,2017-10-12,1.6647772417665343,1.6647772417665343,1.6441567663501415,1.7120840812353195,1.623976541212815,-0.6684880804379232,0.0911379674449563,0.2044885152950883,0.7043735202401876,1.6136614100312847 -1101,1101,2017-10-13,1.6630304520013666,1.6630304520013666,1.6239080337647238,1.7288323318127987,1.6880260388136268,-0.7926106592333749,0.1727763884700834,0.4851822091732174,0.3420414221473038,1.629352724625467 -1102,1102,2017-10-16,1.5841118987461769,1.5841118987461769,1.5609649188045438,1.6238345168324049,1.6368497358725569,-0.3758404266814006,0.0,0.0,0.0,1.6291977992907432 -1103,1103,2017-10-17,1.665888917853754,1.665888917853754,1.5882768389989887,1.6706969982699595,1.591554151610956,-0.8487554011880605,0.1329324973747134,0.2099211050197482,0.6571463786065579,1.5599485581358117 -1104,1104,2017-10-18,1.727817044469807,1.727817044469807,1.694700232717185,1.7360792640384093,1.6719735365681083,-0.4749567915237339,0.1346992952749133,0.3597397955600172,0.5055609010159969,1.6095914023147513 -1105,1105,2017-10-19,1.6033256775597546,1.6033256775597546,1.602874752046996,1.640582767409883,1.665457592960532,-0.4470888310146727,0.4609174770968301,0.1686326039156743,0.370449914996113,1.6801150831077891 -1106,1106,2017-10-20,1.4967774078057572,1.4967774078057572,1.5620638264901558,1.5784215139873712,1.6198441688816456,-0.4769327593837896,0.0311881536617875,0.6832969188690186,0.2855149805545807,1.5736688649523018 -1107,1107,2017-10-23,1.3684753588280272,1.3684753588280272,1.4898592594660751,1.4481412170343062,1.575184264254614,-0.2913961910068371,0.3430627020342009,0.1549968728795647,0.5019404244210038,1.4876208314065804 -1108,1108,2017-10-24,1.3735562682515972,1.3735562682515972,1.3776283160174658,1.4466917384417854,1.3990882736976968,-0.5765715065339537,0.047479971544817,0.3852120173396542,0.5673080272972584,1.366475655012485 -1109,1109,2017-10-25,1.1909483653964288,1.1909483653964288,1.2944364684718672,1.2437822434946575,1.3657128193504455,0.3551768324421876,0.108744323796903,0.2484966016684969,0.6427591101576885,1.3675801534757326 -1110,1110,2017-10-26,1.196188280390299,1.196188280390299,1.180322068205336,1.2379847898615688,1.2239458025926375,-0.4557876320537684,0.0527263996191322,0.3197710767388343,0.6275025065988302,1.1913103978668256 -1111,1111,2017-10-27,1.1120293578396097,1.1120293578396097,1.0917933105919797,1.1326649197202798,1.096324249176633,-0.0114901231065357,0.0624367495765909,0.4769143036101013,0.4606489452999085,1.1961035493765169 -1112,1112,2017-10-30,1.099485181247727,1.099485181247727,1.0790788543618943,1.142166238072151,1.0872651323243128,-0.6304677333375414,0.3242346700280905,0.1543052453281624,0.5214601081929037,1.1106243301559011 -1113,1113,2017-10-31,1.28129941915628,1.28129941915628,1.2073200789301284,1.1893507746705982,1.1039528594979395,-0.3084303966969723,0.1822723976469465,0.212323285639286,0.6054043320140668,1.1130621398844502 -1114,1114,2017-11-01,1.1153639317996422,1.1153639317996422,1.217679989595991,1.1906394560511713,1.294988230880185,0.324106441263381,0.1026639664349587,0.3217152246323071,0.5756208182949769,1.243267707373207 -1115,1115,2017-11-02,0.7688844338903472,0.7688844338903472,0.8422168697878892,0.7456877693178171,0.7845006530967871,2.898338317430865,0.1246763166273012,0.4375118416268378,0.4378118424676359,1.1383316537112755 -1116,1116,2017-11-03,0.8773380446781834,0.8773380446781834,0.803917669071924,0.7859474288515496,0.7744880167926114,0.4232909429284748,0.0556019510452946,0.1894604880362749,0.7549375717838606,0.8173908925237664 -1117,1117,2017-11-06,0.8247785262642816,0.8247785262642816,0.8235381336343865,0.8484307374349562,0.8936865876973261,-0.1236206210961322,0.0578710120171308,0.0382616265366474,0.9038673639297484,0.862390862767697 -1118,1118,2017-11-07,0.8767029310002372,0.8767029310002372,0.8078413129007682,0.8648569328515414,0.798645661732132,-0.3942827933752536,0.1999727344761292,0.0384583165869116,0.7615689715991417,0.8482605400941932 -1119,1119,2017-11-08,0.8503438961589503,0.8503438961589503,0.813963221184483,0.8853085874108022,0.8698467825750898,-0.5235156338777459,0.2860019505023956,0.0089731272310018,0.705024927854538,0.8697884283274327 -1120,1120,2017-11-09,0.8281131002243141,0.8281131002243141,0.7758203015778724,0.8047888076063413,0.8221676270370831,-0.3595784383158849,0.0,0.0,0.0,0.8628770899720616 -1121,1121,2017-11-10,0.8281131002243141,0.8281131002243141,0.8370371389967826,0.8941657954408828,0.8221676270370831,-0.546205195857006,0.0596986711025238,0.245493033202365,0.6948082819581032,0.8123595135186035 -1122,1122,2017-11-13,1.0251714293084635,1.0251714293084635,0.9695168150308104,0.8500410132394263,0.7845006530967871,0.1259645606757285,0.062040949506419,0.7597265392541885,0.1782324947416782,0.8477857535299314 -1123,1123,2017-11-14,0.9187821651247664,0.9187821651247664,0.9624531783381352,0.975490482779082,1.020831608740632,-0.3075673302753388,0.1298798362000121,0.4475764822628763,0.4225436937477853,0.9520045028920908 -1124,1124,2017-11-15,0.9600672800010496,0.9600672800010496,0.901864159858532,0.8885295997567401,0.8779523799755563,-0.2388399883842067,0.1496051083318889,0.3658142624422907,0.4845806021243334,0.9328840351871276 -1125,1125,2017-11-16,0.9791220532443236,0.9791220532443236,0.9905500967485384,1.0463476862827297,1.0047795612015762,-0.2744074098652089,0.217296215891838,0.063509878826638,0.7191938941677412,0.9215333113652407 -1126,1126,2017-11-17,1.0196135031739897,1.0196135031739897,1.1244421408541831,1.0761403227189097,1.19041120098351,1.5228148518153208,0.2135123040281095,0.1192568127452483,0.6672308796419287,0.9829311749030296 -1127,1127,2017-11-20,0.9194172788027136,0.9194172788027136,0.949110903168742,0.9408674796664892,1.0016007083222622,0.2765015144280165,0.0440499843098223,0.9333148300647736,0.0226350994780659,1.029008233743295 -1128,1128,2017-11-21,1.0634395270636865,1.0634395270636865,0.9919629139038046,1.004639008893473,0.9550342194979832,0.0524676411913585,0.0759276218712329,0.3170148296281695,0.6070575550198555,0.9760073829342134 -1129,1129,2017-11-22,0.9807102917408204,0.9807102917408204,0.9792484576737168,1.055044097100862,1.0489624787494465,-0.4798399304882393,0.0905196939905484,0.0463845006500681,0.863095780213674,1.0575752737330533 -1130,1130,2017-11-24,1.027553332751577,1.027553332751577,0.9633949067470956,1.0415168588693198,1.0016007083222622,-0.8599298401207891,0.3071349952369928,0.0609609453240409,0.631904074922204,1.0119632292436285 -1131,1131,2017-11-27,1.0475607765117716,1.0475607765117716,0.9779928197951028,1.017522136803226,0.9930185785491018,-0.561990226463198,0.359816949814558,0.1053594548720866,0.5348236039280891,1.046463075339974 -1132,1132,2017-11-28,1.059311288157036,1.059311288157036,1.0197454737609035,1.088540137518823,1.0424465351418706,-0.4725947150013685,0.0965535206099351,0.3238037309298913,0.579642782608668,1.0439435127040244 -1133,1133,2017-11-29,0.9003625055594379,0.9003625055594379,0.9883527304609638,0.8841816247161726,1.057385915967198,0.3945372037235266,0.104293191495041,0.6741815737138191,0.2215252571428815,1.0629864581549586 -1134,1134,2017-11-30,0.9211640685678804,0.9211640685678804,0.8737672414481279,0.9374856701086046,0.918479912271417,-0.6083914027631262,0.0370907230302691,0.6287572354078292,0.3341520424932241,0.8968047253032709 -1135,1135,2017-12-01,0.8843247494372216,0.8843247494372216,0.8678025124410653,0.9456983070798992,0.8688932631232353,-0.6217235077499387,0.3198422600204746,0.2533849547617137,0.4267727412904302,0.9281250864244102 -1136,1136,2017-12-04,0.863205629589806,0.863205629589806,0.835624321841518,0.8741969932544644,0.8857396828522727,-0.2714548142122522,0.1269139051437378,0.1514934822916984,0.721592578291893,0.9195182690404866 -1137,1137,2017-12-05,0.8393875037619344,0.8393875037619344,0.8313863194593718,0.8804777599973922,0.8142207221920297,-0.5414129059895146,0.0733448669314384,0.0252048082649707,0.9014503479003906,0.8613286112514954 -1138,1138,2017-12-06,0.9911905760301916,0.9911905760301916,0.9159914332438834,0.8643736197417019,0.7840236660176281,0.0374775401840395,0.0855336189270019,0.0388047136366367,0.8756617307662964,0.8587087046679784 -1139,1139,2017-12-07,0.9591146094841312,0.9591146094841312,0.9982415523805208,1.0423222271400532,0.973151998496161,-0.510955746215553,0.2488343672206004,0.0169859138938287,0.7341797252496084,0.9349671850724932 -1140,1140,2017-12-08,1.0208841848315116,1.0208841848315116,0.9723420002576928,1.0457040366979389,1.0144743576884665,-0.8089634966959046,0.6165964361280203,0.0179939048830419,0.3654096908867359,0.9903248673293972 -1141,1141,2017-12-11,1.2396967474410228,1.2396967474410228,1.1611722433055294,1.0858028990197237,1.014950890061164,0.2061616010648849,0.0,0.0,0.0,1.0447770110048396 -1142,1142,2017-12-12,1.4321498209076178,1.4321498209076178,1.3562811248300846,1.3479746902043184,1.2663808284986708,0.386769605928825,0.46695177257061,0.0178094942433138,0.5152387221654257,1.1973211433341129 -1143,1143,2017-12-13,1.40039186550216,1.40039186550216,1.399917684697457,1.4521666761769818,1.4329407151241087,-0.1836945864966757,0.5759207606315613,0.0196591792628169,0.4044200628995895,1.4125519988127442 -1144,1144,2017-12-14,1.3822897627758022,1.3822897627758022,1.450460701980851,1.458608240131859,1.4342120743932494,-0.2794495347494889,0.1993710473179817,0.0128925433382391,0.7877363959948221,1.4206313550185998 -1145,1145,2017-12-15,1.4705773785347716,1.4705773785347716,1.3948946840993517,1.4402501744869058,1.4505824164560528,-0.0220513306344195,0.0885229236446321,0.4690888721495866,0.4423882141709327,1.39655262114913 -1146,1146,2017-12-18,1.3978514107903734,1.3978514107903734,1.4393162421826793,1.469559037076249,1.496036693273065,-0.3529691665081124,0.4338470101356506,0.2202347541848818,0.345918208360672,1.4343484441550611 -1147,1147,2017-12-19,1.2744717199675408,1.2744717199675408,1.357066123046042,1.352322665244886,1.4222923991853629,-0.0466260113767212,0.3713207602500915,0.1367698715999722,0.4919093519449234,1.3959019347432893 -1148,1148,2017-12-20,1.240807969226614,1.240807969226614,1.2253714452279718,1.267615707611805,1.3019811615669188,-0.2444953446733315,0.0966724455356597,0.0167228733189404,0.8866046965122223,1.276830374367807 -1149,1149,2017-12-21,1.2833637657604176,1.2833637657604176,1.2354169973405325,1.302561226622288,1.2527128069424855,-0.6007600786139456,0.0,0.0,0.0,1.2205443318359033 -1150,1150,2017-12-22,1.180785637946029,1.180785637946029,1.1911526185338537,1.264073100841972,1.2514409929668815,-0.6392346711993977,0.1450341641902923,0.0745026245713234,0.7804631590843201,1.267034802973213 -1151,1151,2017-12-26,1.055182594948756,1.055182594948756,1.0815905792027698,1.131376699076705,1.1611681189674272,-0.6023045132631846,0.0709444873034954,0.047655751928687,0.8813997268676758,1.2021233520172188 -1152,1152,2017-12-27,0.965466200565222,0.965466200565222,0.98332972986286,1.037490938989646,1.0367249637242757,-0.5265136540792097,0.21564576420933,0.1280117970891297,0.6563424564898014,1.0823601096088613 -1153,1153,2017-12-28,1.0245363156305172,1.0245363156305172,0.9541339037668456,1.0180049891760694,0.9691787734268656,-0.6164088355746165,0.2771446611732244,0.018494174350053,0.7043611407279968,0.9897441356708512 -1154,1154,2017-12-29,0.9608613992492973,0.9608613992492973,0.9633949067470956,1.0254131793506265,1.039585522079843,-0.7388507060753082,0.0470985770225524,0.0279042869806289,0.9249972105026244,1.0199505836353249 -1155,1155,2018-01-02,1.1066308915770666,1.1066308915770666,1.0528658418530596,1.0415168588693198,0.973151998496161,-0.6082551291176052,0.0249779680743813,0.5964173241518438,0.3786046858876943,1.0001202599639896 -1156,1156,2018-01-03,1.054547481270811,1.054547481270811,1.1021527721741935,1.1147897064481709,1.116190374523113,-0.5698032488064066,0.3471671261100305,0.4116771025583148,0.2411557734012603,1.0929771427974957 -1157,1157,2018-01-04,1.0127858039852529,1.0127858039852529,0.9969859145019068,0.9558441964905536,0.9869791673142216,0.6622922048981983,0.1434365816085654,0.6839753626571858,0.1725880488315049,1.0878728297116782 -1158,1158,2018-01-05,1.043908645712766,1.043908645712766,0.9764228233631876,1.057620538388014,1.0465784527665791,-0.5539727936517077,0.3451686725020408,0.4857933102175593,0.1690379688516259,0.9914348477660274 -1159,1159,2018-01-08,1.3587891937869028,1.3587891937869028,1.2869021921165351,1.1139843381774377,1.0367249637242757,0.642555238571895,0.0996681377291679,0.0097167361527681,0.8906151652336121,1.0615013200616277 -1160,1160,2018-01-09,1.3155982835751523,1.3155982835751523,1.3148419312502873,1.3056214417562764,1.34123733459364,0.0264166626225784,0.3241130799055099,0.010314193740487,0.6655727237462997,1.28725005651467 -1161,1161,2018-01-10,1.333223823892234,1.333223823892234,1.286588282646882,1.3474913770944787,1.2941938586902018,-0.6178624211268414,0.1195945447931687,0.0179921304807066,0.8624133268992106,1.3405385321663337 -1162,1162,2018-01-11,1.383242887594351,1.383242887594351,1.4091786876777044,1.3999900542161774,1.3425086938627795,-0.0873945436617781,0.2371645309031009,0.044984315522015,0.7178511619567871,1.34118612006548 -1163,1163,2018-01-12,1.3557721766658437,1.3557721766658437,1.34011366443381,1.40659287612,1.396386407897542,-0.5008487841727394,0.3778392978012562,0.02711942512542,0.5950412750244141,1.386765987754616 -1164,1164,2018-01-16,1.4167476327649773,1.4167476327649773,1.4121610521812376,1.4247901445530036,1.3790630010893463,-0.1262779571837933,0.116899149492383,0.0212386542310317,0.8618621826171875,1.3545334143452883 -1165,1165,2018-01-17,1.5294880337281358,1.5294880337281358,1.474947436948416,1.5045045560867336,1.4256299446200895,0.0166276724193141,0.8235822916030884,0.0327630266547203,0.1436546891927719,1.400970853348789 -1166,1166,2018-01-18,1.4883614701205252,1.4883614701205252,1.5267465411940726,1.5687593984235542,1.5082742082982368,-0.3053642396727479,0.7434425950050354,0.0131681794300675,0.243389144539833,1.4977404350974164 -1167,1167,2018-01-19,1.5749022961143275,1.5749022961143275,1.4999052606622834,1.550400872041605,1.497625892359491,-0.4864946268445188,0.0476539656519889,0.0134130734950304,0.9389329552650452,1.490515909219234 -1168,1168,2018-01-22,1.5993555356201463,1.5993555356201463,1.6135485721825102,1.656686907665575,1.567555653933309,-0.1862156489388157,0.0,0.0,0.0,1.5302044431221546 -1169,1169,2018-01-23,1.6188868712726965,1.6188868712726965,1.6554584054249633,1.685673715094025,1.7360230341689205,-0.3554220921274919,0.1848848870999756,0.0972261918442589,0.7178889349812553,1.583806821336636 -1170,1170,2018-01-24,1.509322038699269,1.509322038699269,1.565202921186691,1.565216330916723,1.6498820777941727,-0.3958272280244925,0.3324944650863899,0.1637804485747919,0.5037250974599052,1.5910628089751009 -1171,1171,2018-01-25,1.3783200751378235,1.3783200751378235,1.478086980728598,1.4505564003725118,1.5495965674905423,-0.0658633076694472,0.0193601914681494,0.6112556338310242,0.3693841289728879,1.487438019511606 -1172,1172,2018-01-26,1.461049764762319,1.461049764762319,1.3964642314476192,1.4394448062161742,1.4419998319764298,-0.5657377517150277,0.0790752793351809,0.4164104610681534,0.504514254629612,1.3705714041692494 -1173,1173,2018-01-29,1.567121472107042,1.567121472107042,1.50398608376778,1.480831889181533,1.4157764555777854,-0.51856435809048,0.3123519656558831,0.254760324023664,0.4328877180814743,1.417092860373504 -1174,1174,2018-01-30,1.5082103626120484,1.5082103626120484,1.4634890676805907,1.5434759949768884,1.499850771080487,-0.525241766721013,0.1374215653964451,0.3716062777010457,0.4909721996103014,1.5093102590946033 -1175,1175,2018-01-31,1.6430230082411714,1.6430230082411714,1.5878061993363322,1.592110010167859,1.5375177450207838,-0.1853752947914357,0.0191765874624252,0.6317950487136841,0.3490283489227295,1.4910542151707329 -1176,1176,2018-02-01,1.562675222059789,1.562675222059789,1.6422733095322206,1.6475076444746004,1.592984658141972,-0.6433455928392836,0.3210563418370756,0.102856216867539,0.5760874683884057,1.5931299896336564 -1177,1177,2018-02-02,1.4753411854209986,1.4753411854209986,1.521252451849664,1.516743573674698,1.5522984332906982,-0.7552943926348521,0.2393124348350933,0.0121045896916517,0.74858301452228,1.5560625540475963 -1178,1178,2018-02-05,1.3067062377822771,1.3067062377822771,1.403841777609948,1.3958033371245553,1.3858972392206708,-0.5828400942279234,0.4230533178363527,0.0129361589040075,0.5640105136803218,1.4649722967232817 -1179,1179,2018-02-06,1.3200445336224054,1.3200445336224054,1.2743449151631,1.2428160780119748,1.1831008851859517,-0.4410473660632381,0.1887779305689036,0.0230271818581968,0.7881948798894882,1.3282045687489543 -1180,1180,2018-02-07,1.4951896236108917,1.4951896236108917,1.4278578729148548,1.4386394379454397,1.402107979315137,-0.0138749119031546,0.2579053166555241,0.19743372805533,0.5446609595092013,1.2856496778069713 -1181,1181,2018-02-08,1.0224719690263773,1.0224719690263773,1.4689827079413509,1.099490934463213,1.4707663816198162,0.7459415109738888,0.3360675855636083,0.1173416514045976,0.5465907511012308,1.455279810262946 -1182,1182,2018-02-09,0.9460943247846028,0.9460943247846028,1.0351283850248698,0.7799891780065129,1.0991848075322,1.340798685947663,0.0351076703518629,0.42142667574808,0.5434656152501702,1.053758390178792 -1183,1183,2018-02-12,1.030411798603964,1.030411798603964,0.9896083683395788,0.9650234596815292,1.0387906951833976,-0.1822637132187043,0.0596060557290911,0.0783967550378292,0.8619971722364426,0.8875359596334056 -1184,1184,2018-02-13,1.1563319441385809,1.1563319441385809,1.0855146721152626,1.0658336360963063,1.0211494485579171,-0.5610135986702969,0.0,0.0,0.0,1.034835571448936 -1185,1185,2018-02-14,1.1348952674521913,1.1348952674521913,1.116593955029198,1.162618353368408,1.1136476559848292,-0.6994449102454622,0.1409790316829458,0.3702398985624313,0.4887810628861189,1.146144895861409 -1186,1186,2018-02-15,1.3216323178172709,1.3216323178172709,1.2413821754312435,1.2251016619518145,1.171816434906174,-0.2537846648430186,0.0,0.0,0.0,1.1645541966933222 -1187,1187,2018-02-16,1.3441802162892518,1.3441802162892518,1.382651316615568,1.373901743235776,1.2989619106559422,-0.3151759421502658,0.0266484171152114,0.9546949863433838,0.0186565965414047,1.2883701666847245 -1188,1188,2018-02-20,1.332747715784589,1.332747715784589,1.3468633916568324,1.3716473571095171,1.3302711788376087,-0.6861128052586497,0.2161978334188461,0.0080829290673136,0.7757192850112915,1.350024014544811 -1189,1189,2018-02-21,1.3094052437627313,1.3094052437627313,1.3288120253589883,1.3985405756236555,1.3550645034116997,-0.8654943473129,0.0264384150505065,0.6364002426465353,0.3371613174676895,1.3381119247312183 -1190,1190,2018-02-22,1.5137678344448928,1.5137678344448928,1.450460701980851,1.4239852370192665,1.3471180532731086,-0.0137386382576335,0.525625191628933,0.0185586865991354,0.4558160584419966,1.335117218011004 -1191,1191,2018-02-23,1.6071363596274313,1.6071363596274313,1.5689702839061788,1.6228683513497235,1.542603636803807,-0.2754748867551241,0.3644543260335922,0.0880163725465536,0.5475292563438415,1.4786118040190466 -1192,1192,2018-02-26,1.6924065039637128,1.6924065039637128,1.6319133988663597,1.7075753089828034,1.6327178182478492,-0.6110260265765338,0.0,0.0,0.0,1.5847460263850666 -1193,1193,2018-02-27,1.5903044842569685,1.5903044842569685,1.647453040323328,1.6697308327872775,1.676423748716563,-0.5071400841409627,0.0,0.0,0.0,1.6485528597044787 -1194,1194,2018-02-28,1.4643843387223516,1.4643843387223516,1.5728943768186716,1.5442813632476218,1.617937129977934,-0.2181718188135093,0.4054901897907257,0.0089768320322036,0.5855330228805542,1.5800554831162965 -1195,1195,2018-03-01,1.2717722596854553,1.2717722596854553,1.4697677061573085,1.3486188005261055,1.4977850396213648,-0.0328623731790919,0.1180208151539166,0.0247747631122668,0.8572044173876444,1.4612368085564176 -1196,1196,2018-03-02,1.3383051876174334,1.3383051876174334,1.258648094429481,1.234280925142789,1.2112317551947678,-0.4400480259960835,0.0871503427624702,0.0514025762677192,0.8614470958709717,1.2752603848603812 -1197,1197,2018-03-05,1.3101993630109796,1.3101993630109796,1.2983605613843607,1.336057727777246,1.2972131096011792,-0.7282667862731709,0.2196724709123373,0.2692537158727646,0.5110738039016723,1.2806933780024825 -1198,1198,2018-03-06,1.2284223439034034,1.2284223439034034,1.276699460727326,1.2996627301742418,1.3188280360024187,-0.6233587914961917,0.6039150655269623,0.0089945443905889,0.3870903998613357,1.3074374234958768 -1199,1199,2018-03-07,1.2935264932108173,1.2935264932108173,1.2159537120547197,1.2144729201683184,1.1867558157314988,-0.4594670204828376,0.4834266072139144,0.0382191035896539,0.478354305960238,1.2492065913198491 -1200,1200,2018-03-08,1.2427137645620825,1.2427137645620825,1.228510539924506,1.2874237125862755,1.3046830273670738,-0.7867736047502218,0.1065031134833892,0.4330495332057277,0.460447359830141,1.259132419168946 -1201,1201,2018-03-09,1.212067030942214,1.212067030942214,1.153009698927243,1.224618348841975,1.1654591838540078,-0.3460192105865373,0.1028559372061863,0.3820868942420929,0.5150571335107088,1.2562640361831987 -1202,1202,2018-03-12,1.503288004457151,1.503288004457151,1.446850518538012,1.291127577305056,1.2371372917761263,0.2802036151313392,0.2994652825407684,0.2012836655601859,0.4992510356009006,1.211583450475468 -1203,1203,2018-03-13,1.4450120086401028,1.4450120086401028,1.446850518538012,1.291127577305056,1.2371372917761263,-0.2417698717629099,0.1738578168941395,0.1544688367950064,0.671673388353416,1.4354987051787194 -1204,1204,2018-03-14,1.2034925419883102,1.2034925419883102,1.3306954821769093,1.2497404943396953,1.366666338802301,0.2128390096954179,0.3214593303079406,0.5195165450374285,0.159024095783631,1.4077745781831943 -1205,1205,2018-03-15,1.187137229027121,1.187137229027121,1.221447352315479,1.2041666942827125,1.2493752615077611,-0.1057233489843635,0.4636952526634559,0.3752993085654452,0.1610054273623973,1.2194146877990966 -1206,1206,2018-03-16,1.119651176276594,1.119651176276594,1.1359009592056553,1.1714755613984884,1.14686441777667,-0.2073607762688368,0.0324394181370735,0.6492285629113516,0.3183320139845212,1.1785197622320138 -1207,1207,2018-03-19,0.995953928614789,0.995953928614789,1.0315182015820314,1.0200985780903788,1.0446714138628674,0.1031160127766938,0.0330034043484677,0.3699685434500376,0.5970280359809598,1.1190048373777932 -1208,1208,2018-03-20,0.9481582170871136,0.9481582170871136,0.9608831819062184,1.005443916427209,1.018765422575047,-0.5146578469188756,0.0539490187074989,0.5372138991951942,0.4088370846584439,0.9882059654437108 -1209,1209,2018-03-21,1.04311452646452,1.04311452646452,1.0580455726441664,1.02847247301062,0.94533896830463,-0.2434505800576699,0.154907095410368,0.303140732624075,0.5419521892772001,0.9579768745457004 -1210,1210,2018-03-22,0.9251337562058592,0.9251337562058592,1.001223916884052,0.9961038560242862,1.0031903621151503,-0.4747978056039593,0.2915569901466369,0.2664076348766684,0.4420353829860687,1.0239714919380842 -1211,1211,2018-03-23,0.8050886393430597,0.8050886393430597,0.8824004254890716,0.8716205519673125,0.9612323232882743,-0.0852595898819478,0.1423307220850672,0.2955492684351546,0.5621200182608196,0.9515191694877344 -1212,1212,2018-03-26,0.847009322198917,0.847009322198917,0.8249509507896511,0.7252356540215602,0.8990898645911736,0.3054596641012463,0.1172125991433858,0.1542317238636315,0.7285556569695473,0.8205679344456176 -1213,1213,2018-03-27,0.4500341981782316,0.4500341981782316,0.7728379370743402,0.4968819584158181,0.8460069774528561,1.553907955268381,0.1752845726229927,0.4476451908492229,0.3770702254365791,0.7865975754740248 -1214,1214,2018-03-28,0.1102238481890016,0.1102238481890016,0.2141958428394611,0.0929957602239269,0.2194992269375956,3.1731568358983786,0.0848189222626388,0.6663011105465038,0.2488799604986395,0.5172882443099718 -1215,1215,2018-03-29,0.2428135959453129,0.2428135959453129,0.2499837677981991,0.0303511936915748,0.0909236993632755,1.848872260998762,0.066557636950165,0.65776507682167,0.2756772824563086,0.2740469181065783 -1216,1216,2018-04-02,0.0260653799399417,0.0260653799399417,0.0831289839606978,-0.0279449370632127,0.0872683141112651,2.063117144032156,0.1086116240825504,0.6197444427448014,0.2716439357027411,0.2305286597226145 -1217,1217,2018-04-03,0.2650439375783198,0.2650439375783198,0.2874988684655029,0.1314838860042438,0.3027796249567771,2.6832530802500907,0.3120069385177511,0.3626727565903874,0.325320285416263,0.1070467102425437 -1218,1218,2018-04-04,0.5732553377323917,0.5732553377323917,0.5232619453538968,0.0913850236824599,0.0319600935454884,2.922254342219814,0.1722315172082744,0.6465270399930887,0.1812414518790319,0.3304759686397659 -1219,1219,2018-04-05,0.8714625617047366,0.8714625617047366,0.8040743992649279,0.674347252704329,0.6130135672437356,2.7460979431095627,0.0970710235146375,0.7832884456102664,0.119640550791071,0.5157976242432583 -1220,1220,2018-04-06,0.7695195475682934,0.7695195475682934,0.8514783218517867,0.7919061404335841,0.798327821914846,1.474028886718774,0.1258378173742029,0.6880653496417735,0.1860968441598945,0.8878661889430365 -1221,1221,2018-04-09,0.6164462479441423,0.6164462479441423,0.8549313260179762,0.6906121901719696,0.7883151856106713,0.731223957257612,0.0590864330530166,0.2518396511673927,0.6890739232301712,0.8029749709543655 -1222,1222,2018-04-10,0.8552662543138485,0.8552662543138485,0.8172594951576687,0.7625968171072448,0.7660645795748623,0.8992947867336125,0.1689935000613331,0.3786728121340275,0.4523336598649621,0.6855692154471695 -1223,1223,2018-04-11,0.7954024743019353,0.7954024743019353,0.8467692307233365,0.8588982212695068,0.7941954495836767,0.1027980409371446,0.0284830688033252,0.3557028882205486,0.6158140390180051,0.8016342709423311 -1224,1224,2018-04-12,0.686631306675126,0.686631306675126,0.7678149364762366,0.7625968171072448,0.8193066139750544,0.1313927942223182,0.0256596209481358,0.6300019962247461,0.344338386785239,0.8142943521893045 -1225,1225,2018-04-13,0.7860338660997841,0.7860338660997841,0.7678149364762366,0.7996359250320372,0.83964972640069,0.0674350299244239,0.2497964502361259,0.4909956021430461,0.2592079358077363,0.6981729277069701 -1226,1226,2018-04-16,0.6410584930202631,0.6410584930202631,0.700476639857259,0.6873911778260325,0.7665411119475579,-0.1571212256200648,0.0743603045120835,0.5557310686757168,0.3699086631337802,0.7418560921924142 -1227,1227,2018-04-17,0.5851644006463279,0.5851644006463279,0.5829092354245394,0.5827158787435295,0.6055436494778411,-0.0068795314330724,0.1031127780276749,0.5940850075955192,0.3028022308966943,0.6428602333838033 -1228,1228,2018-04-18,0.6750398006001629,0.6750398006001629,0.709580912644506,0.6737031423825419,0.6406674501733928,-0.107335920456363,0.1715456921803324,0.3311114634240144,0.4973428414056176,0.5657127199046417 -1229,1229,2018-04-19,0.7819051728915041,0.7819051728915041,0.7216671008516375,0.6799839091254705,0.6406674501733928,-0.2134249534945249,0.1577747346212466,0.0904956383941074,0.7517296473185221,0.6425667094611686 -1230,1230,2018-04-20,0.6256558505759914,0.6256558505759914,0.7054996404553628,0.6993086009901008,0.70567046722606,-0.3185146464655323,0.1349288374185562,0.2363773608314139,0.6286937961620944,0.7213701364218607 -1231,1231,2018-04-23,0.5165671261102097,0.5165671261102097,0.5742760513835982,0.5798173822954834,0.644004995608118,-0.4853363008575896,0.3070536702871322,0.0323111624033613,0.6606351787393744,0.6624429148662488 -1232,1232,2018-04-24,0.5179963590364035,0.5179963590364035,0.5031703920451286,0.5174948709240254,0.5440373251217729,-0.3054778010440155,0.568744228531917,0.0173649995898207,0.4138907951613267,0.5653378601812769 -1233,1233,2018-04-25,0.4740117838780348,0.4740117838780348,0.4728761073471516,0.4980093818474456,0.5201975199995391,-0.6851588897400022,0.3516109282416956,0.216593383545322,0.4317956577454294,0.5197436916920125 -1234,1234,2018-04-26,0.5500718712808351,0.5500718712808351,0.4827649292667085,0.485931161471428,0.4447048795635339,-0.6073920626959716,0.1555174159418259,0.3089631588331291,0.5355194085942847,0.506085355009412 -1235,1235,2018-04-27,0.686631306675126,0.686631306675126,0.619011069852931,0.6039733623105226,0.5499180438012418,-0.6054388071101694,0.1175349722193046,0.2408425501039759,0.64162247560241,0.5317496305064474 -1236,1236,2018-04-30,0.6837728408227376,0.6837728408227376,0.6858787268092519,0.7435941804035077,0.6808771426519691,-0.6364183491919619,0.0745761082507669,0.3095475390553474,0.6158763457089662,0.6479343956160168 -1237,1237,2018-05-01,0.7793647181797191,0.7793647181797191,0.7186847363481054,0.7551890876696857,0.6792879435655435,-0.546159771308499,0.0323108442127704,0.3386685434728861,0.6290206275880337,0.7124771838620353 -1238,1238,2018-05-02,0.7988960538322691,0.7988960538322691,0.8133354022451761,0.8286227324604872,0.7597073285226971,0.4406431204581592,0.1567971877822721,0.4782451589902242,0.364957645535469,0.770720469651508 -1239,1239,2018-05-03,0.5337165583196458,0.5337165583196458,0.51808221456279,0.4654795069121663,0.4453410139045684,2.3443178115649075,0.1088543902532976,0.4115722771947745,0.479573337452822,0.8001365600622207 -1240,1240,2018-05-04,0.6867903122454273,0.6867903122454273,0.6565261705202347,0.5345651766623984,0.5122510698609456,0.3495669007015697,0.1261984046379273,0.5552510328760202,0.3185505785725333,0.5685412989966984 -1241,1241,2018-05-07,0.8246199749956115,0.8246199749956115,0.7993653081364759,0.7865915391733376,0.7427013068253208,0.3742778550893925,0.0848109567537903,0.1296072658151388,0.7855817586183548,0.6459595742916238 -1242,1242,2018-05-08,0.8119163385317966,0.8119163385317966,0.82746222654688,0.8482694794860107,0.795148969035533,-0.2499008659456678,0.3145129256881773,0.0271989195607602,0.6582881640642881,0.8144250257504774 -1243,1243,2018-05-09,0.889406113162421,0.889406113162421,0.8158466780024042,0.8651785272754384,0.788950410538779,-0.2959159335832863,0.0407378640957176,0.7322275107726455,0.2270345771685242,0.8314302263564536 -1244,1244,2018-05-10,0.8603476180390479,0.8603476180390479,0.909712345683518,0.930560793043888,0.9016330378359172,-0.3131318374674496,0.0484519812532446,0.455016255421056,0.4965317621827125,0.8659981204267434 -1245,1245,2018-05-11,0.7974668209060753,0.7974668209060753,0.8451992342914223,0.8495581608665838,0.9048114360087686,-0.5338951432116017,0.1937041249392288,0.3366186215675303,0.4696772377938032,0.868735293571313 -1246,1246,2018-05-14,0.6531265615044998,0.6531265615044998,0.7833545779332042,0.7294228318501792,0.8351995142522355,0.0582592711260045,0.141582681069849,0.211632222722983,0.6467850943445228,0.8145046931245258 -1247,1247,2018-05-15,0.5294293138426948,0.5294293138426948,0.5011297559505586,0.5503472617571956,0.5441964723836467,0.5652880815614417,0.1600238907337188,0.5361250784620643,0.30385103687644,0.67726104643926 -1248,1248,2018-05-16,0.5659510761343804,0.5659510761343804,0.5301684027699215,0.5674171067585718,0.5254425590444368,-0.3080442880346625,0.1017444538651034,0.3740333903580904,0.5242221470922231,0.5246828901230146 -1249,1249,2018-05-17,0.5351457912458404,0.5351457912458404,0.5361331317769858,0.6062277484367806,0.5583410263125291,-0.5927199335282018,0.2545120353427003,0.1946677250020644,0.5508202489684609,0.5672286047182487 -1250,1250,2018-05-18,0.4125597653696266,0.4125597653696266,0.4648707422455157,0.4456715019376964,0.5384749009660517,0.0503326874115282,0.2367054708302021,0.0441442944575101,0.7191502600908279,0.5811927997635947 -1251,1251,2018-05-21,0.5343516719975929,0.5343516719975929,0.5722354152890249,0.5632299289299528,0.4857093989385561,0.488838566424115,0.181093342766604,0.2855686064919128,0.5333380545763409,0.448429027685208 -1252,1252,2018-05-22,0.3838188270852266,0.3838188270852266,0.517454395623483,0.4363314415347725,0.5879024028523596,0.4350559009917948,0.2832741003483534,0.2435311906971037,0.4731947114691138,0.5209033674090887 -1253,1253,2018-05-23,0.4482878627146942,0.4482878627146942,0.3904688089338646,0.4456715019376964,0.4289706718417649,-0.2373864028319818,0.3803733875198911,0.3640080444359531,0.2556185556265215,0.4324616480618809 -1254,1254,2018-05-24,0.428915078330816,0.428915078330816,0.4093047243640162,0.4600041084399712,0.4391424554078144,-0.6481151704325214,0.0674763580784201,0.559217575006187,0.3733060916885733,0.4597117631198179 -1255,1255,2018-05-25,0.4447942831843604,0.4447942831843604,0.3862308065517176,0.4715990157061493,0.4269049403826428,-0.7166153895811185,0.2511118452709455,0.3538734809710429,0.3950146522659521,0.4675027198564181 -1256,1256,2018-05-29,0.5227601659226315,0.5227601659226315,0.4939093890648794,0.4802949657872844,0.4408908017561139,-0.3097249963294226,0.0402217982336878,0.5078512832522393,0.451926939189434,0.4754951987014938 -1257,1257,2018-05-30,0.6491568738665227,0.6491568738665227,0.6274875237008726,0.5680612170803598,0.5168599745648123,0.1043424755863835,0.1066976229406215,0.5268223859708417,0.3664800152182579,0.4954763660208497 -1258,1258,2018-05-31,0.5381628083668998,0.5381628083668998,0.5546551377374864,0.5894794978593005,0.5791611258173245,-0.2522402301937797,0.2173505555838346,0.5296628691256047,0.2529865644872188,0.5851484010791012 -1259,1259,2018-06-01,0.6507446580613866,0.6507446580613866,0.5794557821747024,0.6041341595224702,0.5577053466779589,-0.3647341245714325,0.0505738258361816,0.2656079321168363,0.6838182099163532,0.5604006876969596 -1260,1260,2018-06-04,0.7288695463699573,0.7288695463699573,0.6901167291913981,0.7605032281929353,0.692479432749033,-0.5070492350439486,0.0478345421808106,0.2131269313395023,0.7390385227543967,0.619431590053502 -1261,1261,2018-06-05,0.6397882656643697,0.6397882656643697,0.6712808137612447,0.6508353830110806,0.7458801597046364,-0.2350924631323769,0.1489830690092946,0.2138724888331796,0.6371444436280351,0.7258100581683812 -1262,1262,2018-06-06,1.090275124314248,1.090275124314248,1.0538075702620202,0.8237919050470754,0.7903809170697934,2.665741916800632,0.5060680549471609,0.1346806708062368,0.3592512758989488,0.647799014708135 -1263,1263,2018-06-07,1.0361278217054803,1.0361278217054803,1.176711884762497,1.083064739046628,1.0391089897071462,1.6614051493102608,0.1415034489085277,0.2258453104489793,0.6326512321829796,1.0284574145916845 -1264,1264,2018-06-08,1.0610580779222027,1.0610580779222027,1.0900665839670631,1.1405559622676809,1.0844041192622855,0.2668487978702732,0.3716031138319522,0.2328155658518274,0.3955813410381476,1.1258630244260206 -1265,1265,2018-06-11,1.2903504705194573,1.2903504705194573,1.2498581801955355,1.2267119377562845,1.1401893269072203,1.39753394703294,0.3553622864186764,0.0620954059064388,0.5825423002243042,1.1692688129756417 -1266,1266,2018-06-12,1.4597795374064266,1.4597795374064266,1.5686563744365254,1.4763226561920202,1.4928578403937514,3.478864047350672,0.2310013991082087,0.6306857254821807,0.1383128857705742,1.2813911378754124 -1267,1267,2018-06-13,1.4916960440805578,1.4916960440805578,1.446693788345009,1.5053099243574657,1.5248032429164515,0.554068218080206,0.252578449793733,0.2856023375374766,0.4618191860902768,1.4999783911441715 -1268,1268,2018-06-14,1.697170310849938,1.697170310849938,1.6279897550375153,1.6148165115903756,1.539424783924493,0.8972961065993034,0.0839408673346042,0.079283095896244,0.8367760266576495,1.562271127249993 -1269,1269,2018-06-15,1.7043160211792776,1.7043160211792776,1.7209132452260196,1.689700095710695,1.6381210951416976,0.8671569186648908,0.1431890142460664,0.0770683176815509,0.7797426631053289,1.6683777014024317 -1270,1270,2018-06-18,1.9053440379014064,1.9053440379014064,1.863124563902954,1.7420375148834475,1.6629144197157884,1.1453595659961786,0.2687844396210633,0.2289414518297864,0.502274136703748,1.6869508655691487 -1271,1271,2018-06-19,1.6150757349033895,1.6150757349033895,1.8045766306015707,1.6091798551692331,1.818031618212499,1.3017789987801267,0.1504331116254131,0.4689849138880769,0.3805819782118002,1.8096124034701888 -1272,1272,2018-06-20,1.7686260512384455,1.7686260512384455,1.7163613333742198,1.7017778553497145,1.704872458542666,0.307390207412795,0.0590831816662102,0.7326012095436454,0.208315641619265,1.5860580056235098 -1273,1273,2018-06-21,1.5350459598626114,1.5350459598626114,1.7450860707239308,1.609502371067126,1.7678092894297477,0.2127708728726574,0.0454960297793149,0.6132296323776245,0.3412743359804153,1.7375880920503477 -1274,1274,2018-06-22,1.314645613058233,1.314645613058233,1.525961542978115,1.379699196868865,1.601567242621594,0.7349260579609347,0.0563043155707418,0.4336195300177981,0.5100761547219008,1.529629074263657 -1275,1275,2018-06-25,1.3048004424468072,1.3048004424468072,1.3096622004591814,1.3072312568237476,1.2611357894537722,-0.0224828638452362,0.0504599018022418,0.0560522768646478,0.893487791220347,1.2939504580681478 -1276,1276,2018-06-26,1.4475524633518877,1.4475524633518877,1.3894010438385915,1.2798547251997705,1.3553823432289849,0.0958935095640765,0.1122566107660532,0.3284824926199184,0.559260874779688,1.2946358239143 -1277,1277,2018-06-27,1.487250248334934,1.487250248334934,1.5030443553588184,1.5004786362070592,1.497625892359491,0.2960340702860382,0.0482120940254794,0.5866310464011298,0.3651568446722295,1.3751069029299612 -1278,1278,2018-06-28,1.573473063188134,1.573473063188134,1.6008341159524242,1.606925469042977,1.555794671280833,0.3106380626310474,0.2774643037611475,0.2895279701512593,0.4330077364754218,1.472624654871971 -1279,1279,2018-06-29,1.4626375489571857,1.4626375489571857,1.551233276161636,1.5473411176446132,1.6300154977412329,-0.1221670355439074,0.2173550393432378,0.2204487598811586,0.5621961923937003,1.5656070272266034 -1280,1280,2018-07-02,1.337511068369186,1.337511068369186,1.7226399718509375,1.3450757330192753,1.737135700882649,2.664038496231618,0.3032409190074415,0.232200559153146,0.4645585083981624,1.46586597755797 -1281,1281,2018-07-03,0.953081029543641,0.953081029543641,1.2157965327780682,1.0204206332512729,1.2870417807415917,1.1929190682830362,0.1488725888054995,0.3418749075915132,0.509252508570041,1.2906392269717588 -1282,1282,2018-07-05,0.9260864267227776,0.9260864267227776,0.9316878048938532,0.8035005869627653,1.0011241759495677,2.372549168462025,0.0795272352794806,0.4422871206576625,0.478185632576545,1.03646884199693 -1283,1283,2018-07-06,0.9219577335144976,0.9219577335144976,0.8952716119121606,0.896581439516088,0.8611055055400548,0.4168179447662234,0.028746773281859,0.5209487958086861,0.4503044094890356,0.9456069207813314 -1284,1284,2018-07-09,1.0745549250310047,1.0745549250310047,0.9965148257556026,0.9932048988392432,0.9729933059407488,0.1286673213118966,0.079987251613703,0.4328892434843712,0.4871234877241982,0.9711011359301736 -1285,1285,2018-07-10,1.1374357221639773,1.1374357221639773,1.1402956917808045,1.173569150312798,1.1727699543580294,0.5544543267425158,0.3176944551660734,0.0627306895604466,0.6195748566704637,1.0719058671950217 -1286,1286,2018-07-11,1.081700635360344,1.081700635360344,1.050197386819181,1.107059921849717,1.0335461108449624,-0.4874485423631663,0.2868699398464881,0.0686673652022503,0.6444627103897241,1.1536279087019117 -1287,1287,2018-07-12,1.045972992316906,1.045972992316906,1.0704461194045989,1.0700208139249254,1.1230246126544354,-0.2973240945870041,0.2791147295252553,0.1318708139671278,0.5890144652553967,1.1005059181984091 -1288,1288,2018-07-13,1.0802714024341502,1.0802714024341502,1.0131529258145338,1.013334958974607,1.030049872854826,-0.263573655046283,0.4036093153059482,0.0827907509170472,0.5135999724268914,1.0411801214258862 -1289,1289,2018-07-16,0.941012506757774,0.941012506757774,0.9437744421846324,0.9650234596815292,0.9685430937922952,0.1790658578804432,0.1927253363484686,0.6114237608642064,0.195850907401605,1.031244640536703 -1290,1290,2018-07-17,1.140929301694311,1.140929301694311,1.094147407072558,1.0012571993355863,0.9224531373407124,-0.0077425978547059,0.1691386096977762,0.151818244451923,0.6790431354727063,0.927119144308714 -1291,1291,2018-07-18,1.1593489612596404,1.1593489612596404,1.106077314170334,1.1260620978164564,1.1797633397512275,-0.3193550006129123,0.0980860711008842,0.552546716827367,0.3493672276714018,1.0777753922610411 -1292,1292,2018-07-19,1.1018670846908405,1.1018670846908405,1.0753114916424038,1.0899896161113447,1.0419695480627125,-0.2532395702609343,0.3472651571035385,0.3956815459299833,0.2570532726123929,1.1347359558656662 -1293,1293,2018-07-20,0.9962714854537622,0.9962714854537622,1.070602849597601,1.0529505081865522,1.1198457597751217,-0.4242857076641451,0.1417224491015076,0.2090781938284635,0.649199341237545,1.0864947092726411 -1294,1294,2018-07-23,0.8314476741843457,0.8314476741843457,0.7921449412507968,0.7493916340365967,0.8116780036537478,0.8999988672354714,0.0755815889065464,0.4972943736240268,0.4271240246792634,1.004781367419162 -1295,1295,2018-07-24,0.7398259387669741,0.7398259387669741,0.8269915868842227,0.7443990879372442,0.8526820683223056,0.5815500699269575,0.1212820226157253,0.5987442399121143,0.2799737260422923,0.7777649246214073 -1296,1296,2018-07-25,0.9194172788027136,0.9194172788027136,0.8568147828358964,0.7758020001778938,0.7306229390620247,0.0102455233540767,0.2597277397289872,0.3766278363764286,0.3636444061994552,0.7575390646531884 -1297,1297,2018-07-26,0.8862300904710604,0.8862300904710604,0.8737672414481279,0.9229918056573844,0.8595163064536291,-0.5450468698700768,0.0,0.0,0.0,0.8724389624578913 -1298,1298,2018-07-27,0.7358562511289953,0.7358562511289953,0.8265204981379186,0.7893292384094351,0.8976598127666217,-0.3013895916783831,0.1271969478577375,0.5881474554538727,0.2846556186676025,0.9146721449836532 -1299,1299,2018-07-30,0.6245446287904011,0.6245446287904011,0.6445967125061061,0.6410120094983163,0.7172727573231238,-0.0491016492703542,0.2060930090239988,0.3045106064170025,0.489396383985877,0.7691753873709722 -1300,1300,2018-07-31,0.7510998880029658,0.7510998880029658,0.6794433581395312,0.6883578040457116,0.6592626709571922,-0.4436592776023922,0.3718436112006505,0.1172233863423268,0.5109329856932163,0.631086265464784 -1301,1301,2018-08-01,0.7939732413757408,0.7939732413757408,0.7529035630422234,0.7516460201628548,0.7504890644085029,0.7038783790563816,0.2670410651092728,0.2660490602526503,0.4669098651890332,0.7115236184268092 -1302,1302,2018-08-02,1.5672804776773437,1.5672804776773437,1.490487078405383,1.2373406795397808,1.2344354259759704,3.675915738774156,0.3570916732864045,0.145345746346454,0.4975625879880858,0.7596831121124339 -1303,1303,2018-08-03,1.545525789850352,1.545525789850352,1.5691274631828305,1.5492734486099773,1.542285342280059,1.5049630042520592,0.1327228844165802,0.3625540789216757,0.5047230443451554,1.471447579848072 -1304,1304,2018-08-06,1.447393912083215,1.447393912083215,1.5688131046295284,1.5378397992927448,1.5049366628635117,0.3484085747146405,0.4125020517967641,0.2446150423493236,0.3428829191252589,1.5966324939317622 -1305,1305,2018-08-07,2.0441263711685083,2.0441263711685083,2.0786393572895774,1.494842440522914,1.4791898188375654,5.415857644787324,0.1601270548999309,0.1793163428951244,0.6605566055592844,1.5547259059289318 -1306,1306,2018-08-08,1.897563213894121,1.897563213894121,2.002981337015663,1.945269064991467,1.880491916726885,3.983939602200307,0.1332357266726784,0.1840674030976608,0.6826968709580027,1.76027082948062 -1307,1307,2018-08-09,1.6134884050101543,1.6134884050101543,1.7576433476773656,1.600806420985991,1.8242301767092528,2.306093053996244,0.1026682362866562,0.2902701885968044,0.6070615664325856,1.7900611837480254 -1308,1308,2018-08-10,1.661760224645474,1.661760224645474,1.6476102195999778,1.6051543960265575,1.6406642683864412,1.026983192586866,0.1177613268701885,0.2400667572585054,0.6421719130415183,1.6066459141816452 -1309,1309,2018-08-13,1.676369202143126,1.676369202143126,1.697682597220717,1.653787950480532,1.753982120611686,0.7798509364343846,0.1221599217827374,0.2221719471889795,0.6556681261530944,1.68001307073354 -1310,1310,2018-08-14,1.5371103064667495,1.5371103064667495,1.6350529426465423,1.6228683513497235,1.7113888568567033,-0.0099684007315502,0.0990010536298519,0.1476802638413884,0.753318689763546,1.655104652109956 -1311,1311,2018-08-15,1.394992944937986,1.394992944937986,1.4041556870796017,1.38195404373212,1.4485162302904682,0.4703734874560085,0.0459819653071463,0.4212241853028536,0.5327938502281904,1.530280833229507 -1312,1312,2018-08-16,1.3435451026113054,1.3435451026113054,1.369466220722827,1.4090085201952025,1.4167299750296434,-0.2194664184459596,0.199733439195705,0.4478840416689452,0.3523825181550101,1.3389084792983688 -1313,1313,2018-08-17,0.8679694364760314,0.8679694364760314,1.126011688202451,0.921220271903968,1.1559235346289902,2.709190497447603,0.0853855453972374,0.2910001819292384,0.6236142748666387,1.323997630871192 -1314,1314,2018-08-20,0.9146539262181166,0.9146539262181166,0.8392349543680039,0.674347252704329,0.650521393922157,2.355719373240172,0.1255349605702437,0.4791107141197874,0.3953543294292803,0.8618355150293788 -1315,1315,2018-08-21,1.128384670800799,1.128384670800799,1.0949324052885154,1.0093090390949344,0.951060539722225,1.394967460042293,0.1123044861480593,0.2682337097078562,0.6194617937505246,0.8962584943250346 -1316,1316,2018-08-22,1.1242564318941484,1.1242564318941484,1.0806484017101623,1.1006183578948407,1.1141241883575266,-0.2462669020651056,0.1056472975760698,0.1715157781062381,0.7228368946484157,1.128856181892888 -1317,1317,2018-08-23,1.0998027380867004,1.0998027380867004,1.1346448722433935,1.1558547342526369,1.0866289979832808,-0.4276698365279186,0.2350024328782008,0.1021951247866337,0.6628024520782324,1.172286281802727 -1318,1318,2018-08-24,1.142993648298451,1.142993648298451,1.0801777620475053,1.1767897019217382,1.1114223225573716,-0.7785063369219429,0.0990348913542488,0.2866873199887135,0.6142778094200527,1.1276550338554396 -1319,1319,2018-08-27,1.0866229935152425,1.0866229935152425,1.0580455726441664,1.0062492846979427,1.0685112189851027,1.373867757260779,0.0470353068397721,0.58792013375134,0.3650445586479292,1.14952465162508 -1320,1320,2018-08-28,0.968959780095556,0.968959780095556,1.0021656452930134,1.0445766132663112,1.0750271625926795,0.1405458407464842,0.0839829310878283,0.6003372391892804,0.3156798135282265,1.0219269542130651 -1321,1321,2018-08-29,0.8601886124687466,0.8601886124687466,0.891818607745972,0.923797173928117,0.9456572628283794,0.0947351835771473,0.0207028101431205,0.6296907088253647,0.3496064855717122,1.0198960022481682 -1322,1322,2018-08-30,0.830653554936099,0.830653554936099,0.7780181169490945,0.8276565669778027,0.8183530945231989,0.0423379668742914,0.0584260374307632,0.4118243775123523,0.5297496053907607,0.8831332199672188 -1323,1323,2018-08-31,0.8069939803768976,0.8069939803768976,0.7891625767472646,0.8418283762681298,0.8142207221920297,-0.3759312757784147,0.0492934472858905,0.1303589810781619,0.8203475896049949,0.8085676563645668 -1324,1324,2018-09-04,0.6051718444065228,0.6051718444065228,0.6774027220449595,0.6711267010953899,0.7338013372348761,0.2998497323606285,0.1822464207070879,0.2265579597442411,0.5911956421332434,0.8077982733176607 -1325,1325,2018-09-05,0.4748054488246528,0.4748054488246528,0.4983045707236762,0.4968819584158181,0.5448316973117545,0.1568305413862534,0.2701676326936909,0.3326334791657115,0.397198889005397,0.631087457198128 -1326,1326,2018-09-06,0.4781400227846853,0.4781400227846853,0.5672124146909212,0.5242584900397973,0.5408589269489215,0.1023210831778208,0.1566135247703641,0.4694469266881545,0.3739395483086506,0.4951687200580882 -1327,1327,2018-09-07,0.196923225451476,0.196923225451476,0.2090156629647069,0.0954114042991304,0.1482981060946369,3.511683283646999,0.0811190998945862,0.4772663943182963,0.4416144925575608,0.4943986219711756 -1328,1328,2018-09-10,0.5503894281198092,0.5503894281198092,0.4865318429025506,0.3973600026446152,0.3574517111815211,1.6473689638215894,0.3200231345370412,0.3325380420312285,0.3474388493224978,0.2942556171146432 -1329,1329,2018-09-11,0.4541628913865116,0.4541628913865116,0.4232743693890688,0.438425030449082,0.4561480223987256,0.4859768198681723,0.2175264267383941,0.3818675417985235,0.400606029267822,0.4814599730550352 -1330,1330,2018-09-12,0.6304196574622202,0.6304196574622202,0.5880889662156461,0.5205550860580138,0.4874577452868556,0.6779863864073762,0.1566963308801253,0.1916905933991074,0.6516130775213241,0.4667919998833719 -1331,1331,2018-09-13,0.6132702252527816,0.6132702252527816,0.6273307935078687,0.6257132375133594,0.5920343204770673,-0.1567124046835015,0.0392802180722355,0.368370287741224,0.5923494845628738,0.5802320839283044 -1332,1332,2018-09-14,0.7044158525625092,0.7044158525625092,0.6639037166825634,0.6472927762412456,0.603795757836004,-0.0601171022833082,0.2190904998117023,0.1279227822605106,0.6529867342776723,0.6275217910327884 -1333,1333,2018-09-17,0.6986993751593635,0.6986993751593635,0.7194697345640629,0.6732202900097011,0.6241388702616405,-0.0324081276940217,0.13708848901093,0.3465025858953595,0.5164089319109917,0.6647912850073284 -1334,1334,2018-09-18,0.5418149391659054,0.5418149391659054,0.7472527435048126,0.4698274819527329,0.7298281121655806,2.161574852921137,0.1443457613522942,0.3700790193334624,0.4855752156392948,0.6706984688470194 -1335,1335,2018-09-19,0.7650737518226715,0.7650737518226715,0.7058135499250163,0.5503472617571956,0.4726770570169403,0.2872217078756749,0.178523202581952,0.4115120597804586,0.4099647294109066,0.5744512238230807 -1336,1336,2018-09-20,0.7541169051240235,0.7541169051240235,0.7996792176061295,0.7569601606861043,0.8390140467661188,0.072477154808704,0.556976483735655,0.2852511743881872,0.1577723734080791,0.6980934390929233 -1337,1337,2018-09-21,0.7663439791785622,0.7663439791785622,0.7149178227122632,0.7898125515192763,0.7458801597046364,-0.4496553180053197,0.3440330425898234,0.3080837816620866,0.3478831897179286,0.7618680956120468 -1338,1338,2018-09-24,0.7755535818104122,0.7755535818104122,0.7529035630422234,0.7609865413027748,0.7582768219916818,-0.4967832870813604,0.0624366179108619,0.0852189933260281,0.8523443738619486,0.775373115799938 -1339,1339,2018-09-25,0.7963551448188547,0.7963551448188547,0.7780181169490945,0.8080098199522792,0.7824344669312024,-0.5788427339593051,0.1746361977420747,0.1517342685256153,0.6736295446753502,0.7707692115452788 -1340,1340,2018-09-26,0.9327555746428434,0.9327555746428434,0.923839619068868,0.8822488330138115,0.8127902156610144,0.1846303650725541,0.392666095495224,0.1976126371882856,0.4097212344408035,0.7993843379754685 -1341,1341,2018-09-27,0.9000449487204647,0.9000449487204647,0.9406348984044496,0.9756517407280276,0.9874561543933787,0.335871399326701,0.0503567838110029,0.6043051495083741,0.3453380671995026,0.8930293736560492 -1342,1342,2018-09-28,0.2212179136886229,0.2212179136886229,0.3604879846218911,0.2292347687590273,0.3097721009370502,6.045873420305537,0.0943948970608679,0.4753600561858287,0.4302450453064271,0.918209745828741 -1343,1343,2018-10-01,0.9505401205302256,0.9505401205302256,0.8853827899926037,0.8812826675311295,0.8741378474616713,3.349449508654151,0.2731027548702863,0.1228349471751314,0.6040623049036815,0.5908950584373512 -1344,1344,2018-10-02,0.7968317072281291,0.7968317072281291,0.9701446339701176,0.8506851235612142,1.0041438815670058,1.0704771977823444,0.2419183492445601,0.3165427833222426,0.4415388603766377,0.9721254903260352 -1345,1345,2018-10-03,0.6980642614814173,0.6980642614814173,0.7780181169490945,0.7286174635794448,0.8353586615141093,0.2191075973893877,0.1984857790368168,0.4380928232383571,0.3634214002246919,0.8011782541782377 -1346,1346,2018-10-04,0.492113886604391,0.492113886604391,0.6116339727742497,0.5047730009632159,0.686280874252279,0.6322892906093068,0.2746415615081787,0.3396841773142417,0.3856742568314075,0.7133095500161736 -1347,1347,2018-10-05,0.1764392192820066,0.1764392192820066,0.311514514686762,0.2202163027800013,0.379543169955457,2.478865324242722,0.0840386028626355,0.5278128275711989,0.3881485557247852,0.4945166333655683 -1348,1348,2018-10-08,-0.0044223481096251,-0.0044223481096251,0.1997551090681045,0.0430735243893804,0.2185457074857402,1.4632178441741013,0.1667401830976208,0.3816950536953906,0.4515647478401661,0.2719476798210684 -1349,1349,2018-10-09,0.1899365206924379,0.1899365206924379,0.1842150185274892,0.1123204520885581,0.0712162665722093,1.142497819440236,0.2174732606858015,0.3643080634996295,0.418218670785427,0.0859479055998223 -1350,1350,2018-10-10,0.0959328818319523,0.0959328818319523,0.1644373746883754,0.0232655194149097,0.2199762140167545,1.313907353231503,0.1467616575268598,0.3805725964932487,0.4726657557945985,0.152677934190474 -1351,1351,2018-10-11,0.0220952380003335,0.0220952380003335,0.1132665384656727,0.0435563767622229,0.1074527339814902,0.2583316950252056,0.174198070827585,0.2832572127047639,0.542544721554105,0.116261520185258 -1352,1352,2018-10-12,0.1261030530425461,0.1261030530425461,0.1091852662765294,0.0915462816314054,0.1626018072853932,0.0388629889135039,0.2739007361233234,0.1263125942088663,0.5997866697609424,0.0720584247868136 -1353,1353,2018-10-15,0.1389647864734016,0.1389647864734016,0.1294339988619474,0.1322892542749773,0.1317690714764221,-0.1885777254611811,0.466998279094696,0.0097544366493821,0.5232473611831665,0.101480093999243 -1354,1354,2018-10-16,0.408907634570621,0.408907634570621,0.3507563419789847,0.2562897059591086,0.2372996208249509,0.5669233653076947,0.2408408187329769,0.2840672489255667,0.4750919391711553,0.1194856653675321 -1355,1355,2018-10-17,0.3325299903288466,0.3325299903288466,0.4342620989942368,0.3136192104942172,0.5027154206359298,0.3691221688338449,0.2203414492647756,0.1727128079669042,0.6069457507268949,0.2767074032104595 -1356,1356,2018-10-18,0.2075620610095198,0.2075620610095198,0.2506120358211529,0.2685282628100777,0.2943561877390271,-0.3654609173475449,0.2890071796460284,0.0946263991192811,0.6163664327727424,0.3129214385488588 -1357,1357,2018-10-19,0.1454749288231654,0.1454749288231654,0.2295783050197783,0.1155410036974982,0.2641591315646264,0.5326505434591428,0.1099703479558229,0.3718779511483652,0.5181517354877931,0.255096898063145 -1358,1358,2018-10-22,0.1605604687300917,0.1605604687300917,0.1071446301819578,0.1008863420343285,0.1575163702088309,-0.3247832341595021,0.1609754305100068,0.3680198907386511,0.4710046518594026,0.1326047054702918 -1359,1359,2018-10-23,0.6875839771920462,0.6875839771920462,0.6733214498558163,0.2540348590958536,0.2082152313642794,2.724907391231034,0.4595305501134135,0.3313365895301103,0.2091328836977481,0.1299764418566999 -1360,1360,2018-10-24,0.5980265883788128,0.5980265883788128,0.7755063921082188,0.634570906280437,0.7991221941048284,2.9589573774134923,0.344056025429657,0.2675998846464085,0.3883440808364839,0.5680936243660133 -1361,1361,2018-10-25,1.0165969403545598,1.0165969403545598,1.035442294494525,0.8806385572093415,1.056114556698058,3.1366582111729824,0.4296957389451563,0.1779594014112193,0.392344850473679,0.7668346443232945 -1362,1362,2018-10-26,1.2712956972761809,1.2712956972761809,1.332108299332174,0.9714645628994084,0.9135527130438036,4.632216046218345,0.0342525139197029,0.4982978003099561,0.4674496848813512,1.0784260786668818 -1363,1363,2018-10-29,1.3340179431404808,1.3340179431404808,1.4460655203220545,1.291127577305056,1.3779503343756172,1.6933613191849544,0.739073783159256,0.0299919380806386,0.2309342786669731,1.3292470970783123 -1364,1364,2018-10-30,1.255416946724266,1.255416946724266,1.300715106948585,1.2228468150885596,1.23364105378599,0.4761424051164009,0.1293629441643133,0.2644051293609664,0.6062319069169462,1.3063603348995418 -1365,1365,2018-10-31,1.3732391657142535,1.3732391657142535,1.3650710390640304,1.3329979733802546,1.299597135584049,0.1349131967316128,0.0507076364010572,0.0904625011608004,0.8588298559188843,1.277903291897438 -1366,1366,2018-11-01,1.4837566688046002,1.4837566688046002,1.4567393404575688,1.4236627211213762,1.3905061439245363,0.2202659233763169,0.3494197793982245,0.0929202552122825,0.5576599727977406,1.3437406004884096 -1367,1367,2018-11-02,1.5175789708141996,1.5175789708141996,1.478086980728598,1.523185137629575,1.4776006197511395,0.1766356445353173,0.2401588888695607,0.0753610168512051,0.684480109037115,1.428027609671657 -1368,1368,2018-11-05,1.4380253038810655,1.4380253038810655,1.39583686159196,1.3497457632207368,1.426106931699247,0.1818594676136254,0.0339217036962509,0.9119364619255066,0.0541418343782424,1.4741244512854337 -1369,1369,2018-11-06,1.4326263833168913,1.4326263833168913,1.4718078931682326,1.4455643150101565,1.4033797932907408,-0.0607303336881531,0.1164656486362218,0.1875300955337782,0.6960042460511128,1.3707111944905044 -1370,1370,2018-11-07,1.5453672385816803,1.5453672385816803,1.5091662636425331,1.5214136038761588,1.4712433686989734,0.0781779356463359,0.0625293254852294,0.0294720195233821,0.9079986214637756,1.4023632745879544 -1371,1371,2018-11-08,1.5968150809083614,1.5968150809083614,1.6096244792700176,1.6444478900776096,1.5532519527425528,0.0137205013148643,0.1223072681043829,0.0795189495963443,0.7981737981151257,1.499228671697442 -1372,1372,2018-11-09,1.582682665819984,1.582682665819984,1.5534306424492113,1.5927541204896467,1.5611984028811443,-0.4386852895408727,0.1031747460365295,0.0895925627734798,0.8072326871064993,1.5737530013263905 -1373,1373,2018-11-12,1.2773297315182996,1.2773297315182996,1.4871908044321973,1.352966775566674,1.5511857665769682,-0.0201662118713778,0.6199691891670227,0.0131892152130603,0.366841584444046,1.5437094037233785 -1374,1374,2018-11-13,1.3956285129175616,1.3956285129175616,1.4074519610527871,1.3829202092148012,1.3094510793328134,-0.3592377542020822,0.0631935223937034,0.1401885902243001,0.7966178698199136,1.2751956737398005 -1375,1375,2018-11-14,1.4793104187573471,1.4793104187573471,1.4452809711897436,1.4626346207485297,1.4610715851329248,-0.4519719699791781,0.0307783434788386,0.5241089258342981,0.4451126977801323,1.3584583881138534 -1376,1376,2018-11-15,1.5498134886289343,1.5498134886289343,1.468354889002044,1.4930709067694994,1.4551913211599186,-0.5461370590342455,0.5968873954067627,0.317023179338624,0.0860894421736399,1.439922419351761 -1377,1377,2018-11-16,1.6430230082411714,1.6430230082411714,1.580114743704349,1.5909825867362313,1.5006455979769309,0.0399531780776725,0.2072073081508278,0.5069095557555556,0.2858831385771433,1.4965752774069576 -1378,1378,2018-11-19,1.6296847124010416,1.6296847124010416,1.75356252457187,1.7159492039030446,1.6778542552475777,0.608373265820357,0.2875282779335976,0.0396281365305185,0.6728435397148133,1.5976292597007096 -1379,1379,2018-11-20,1.5347284030236366,1.5347284030236366,1.487504713901851,1.404660545154636,1.4459730570457243,0.2213106879919785,0.6260643005371094,0.0084089152514934,0.3655267357826233,1.6353011424388617 -1380,1380,2018-11-21,1.3870535696620283,1.3870535696620283,1.539303818147508,1.466660540628203,1.6088780131256146,-0.5322598594653487,0.0468038134276866,0.0172158628702163,0.9359803795814514,1.486617630277575 -1381,1381,2018-11-23,1.1907893598261263,1.1907893598261263,1.2944364684718672,1.2758288053200977,1.328364139933898,-0.6422326914008615,0.0,0.0,0.0,1.397052314940282 -1382,1382,2018-11-26,1.5110688284644351,1.5110688284644351,1.4313108770810443,1.2669720580270147,1.1797633397512275,0.2184489414360358,0.1191315299365669,0.4183149016462266,0.4625535607337951,1.2088734488511426 -1383,1383,2018-11-27,1.4780401914014547,1.4780401914014547,1.44292642562552,1.436062996658287,1.4189548537506376,-0.1526241953178691,0.0360164723048607,0.7876248310009638,0.1763586932793259,1.4200049799729773 -1384,1384,2018-11-28,1.540762437265757,1.540762437265757,1.4636457978735946,1.5441201052986764,1.5133601000812615,-0.6592668970909966,0.15086432586291,0.1820853474949087,0.6670503469982317,1.4532991494451672 -1385,1385,2018-11-29,1.434373173082059,1.434373173082059,1.45140287947346,1.5012840044777935,1.5294121476203182,-0.8970416962510304,0.264828885346651,0.019830877892673,0.7153401911258698,1.5094061936287977 -1386,1386,2018-11-30,1.582206557712338,1.582206557712338,1.5157588115889045,1.480509834020639,1.4472448710213277,-0.3182420991744902,0.2800215788185596,0.3713338216766715,0.34864462018013,1.4381335084290368 -1387,1387,2018-12-03,1.7093969306028485,1.7093969306028485,1.741789796750746,1.7017778553497145,1.7360230341689205,0.2898563316890825,0.3547775919238726,0.2746745360394318,0.3705478558937708,1.5303459018700911 -1388,1388,2018-12-04,1.7286107094164254,1.7286107094164254,1.783856809269848,1.7017778553497145,1.6732453505437117,0.3251512058790426,0.4079968724399805,0.0235216664150357,0.5684814751148224,1.670902269318426 -1389,1389,2018-12-06,1.7819643470785749,1.7819643470785749,1.763451346491427,1.6818090531632943,1.6726092162026789,0.1844713791527795,0.4705771403387189,0.0159977254224941,0.5134250996634364,1.6944297073429473 -1390,1390,2018-12-07,1.7011404527895464,1.7011404527895464,1.9535372274178773,1.792764658251729,1.8790614101958707,1.0177165846914324,0.2203065063804388,0.1329916512374492,0.6467018394785768,1.7193314522598049 -1391,1391,2018-12-10,1.8151510811085976,1.8151510811085976,1.741475887281091,1.7198138658337727,1.7360230341689205,-0.0946624714229024,0.2529840469360351,0.0531491665169596,0.6938668042421341,1.6942515432080147 -1392,1392,2018-12-11,1.8407164510032672,1.8407164510032672,1.8386378289353893,1.8343129991660352,1.8935242586485024,-0.1638667710733583,0.0598619753228766,0.2563929496599095,0.6837450936436653,1.7568171862496191 -1393,1393,2018-12-12,1.838175996291482,1.838175996291482,1.834557005829894,1.9137053555388697,1.88573650106532,-0.4549927024548955,0.2905839625746012,0.0442848056554794,0.6651312410831451,1.775355909322694 -1394,1394,2018-12-13,1.99998279043984,1.99998279043984,1.921359036818332,1.9393108141464293,1.8973383364559224,0.0762246800605337,0.270393275655806,0.194272463209927,0.5353342704474926,1.77544755361685 -1395,1395,2018-12-14,1.8240435812031053,1.8240435812031053,1.928108764041356,1.900339375256273,1.97442017597835,-0.1573256360883464,0.2656217597170986,0.364768760278821,0.3696094856343486,1.8844523040886365 -1396,1396,2018-12-17,1.5494959317899604,1.5494959317899604,1.7370807056222943,1.571013784549812,1.7678092894297477,0.1462011970356091,0.1062562018632888,0.4064083993434906,0.4873354136943817,1.76873761819662 -1397,1397,2018-12-18,1.3686339100967,1.3686339100967,1.514973813372947,1.406914931280894,1.5856738876379513,0.0158327428204411,0.2650538524612784,0.3745235446840524,0.3604225879535079,1.5081392619107588 -1398,1398,2018-12-19,1.3041653287688626,1.3041653287688626,1.443711423841476,1.3433046600028584,1.3800165205412018,0.2825202671051976,0.0297868803143501,0.2996570140123367,0.6705561280250549,1.345770003199959 -1399,1399,2018-12-20,1.0248538724694904,1.0248538724694904,1.1812637966142967,1.0555269494737043,1.2123439672020346,0.4636960788254755,0.1797368675470352,0.028334766626358,0.7919283509254456,1.298197199839601 -1400,1400,2018-12-21,1.094562823092829,1.094562823092829,1.0742130330404411,1.064706212664679,1.0589751150536235,0.2240588731766536,0.0860219712679584,0.0646908081447084,0.849287211894989,1.0231514602240566 -1401,1401,2018-12-24,0.7074328696835686,0.7074328696835686,0.9334145315187714,0.7870748522831771,0.996991803618398,-0.3339589929579216,0.0367292668670415,0.6916458656390508,0.2716249159226815,1.0742118712157207 -1402,1402,2018-12-26,1.1949175987327771,1.1949175987327771,1.1291512319826336,0.7691996390110674,0.7824344669312024,0.257286930409544,0.5624266788363457,0.0180438486859202,0.4195294864475727,0.7647842075182226 -1403,1403,2018-12-27,1.0367629353834258,1.0367629353834258,1.0538075702620202,0.8885295997567401,1.0977543010011857,0.35086150033402,0.067513537282745,0.1178492282827695,0.8146372437477112,1.0302410818876948 -1404,1404,2018-12-28,1.3184562951259102,1.3184562951259102,1.2746588246327537,1.1608468196149924,1.149566283576826,0.6606342088776918,0.1569106042385101,0.0666085728444159,0.7764808245003223,1.0017429240852218 -1405,1405,2018-12-31,1.3014658684867746,1.3014658684867746,1.3212777490036565,1.271158775118636,1.383036226158642,-0.1653430688998367,0.1095553287304937,0.2238168292678892,0.6666278410702944,1.272132442352304 -1406,1406,2019-01-02,0.9413305178983776,0.9413305178983776,0.9433033534383284,0.8450489278770706,0.879382886506569,1.0511944769411117,0.1550298222778912,0.6670031375525629,0.1779670608503853,1.310801925072744 -1407,1407,2019-01-03,0.7863514229387573,0.7863514229387573,0.8533617786697086,0.8221811685056076,0.8936865876973261,-0.0147834028732951,0.1617299009812995,0.6767813175101765,0.1614887893665582,0.8914567623352664 -1408,1408,2019-01-04,1.0615341860298475,1.0615341860298475,0.9883527304609638,0.9083371439942138,0.8777932327136834,0.0826295414000245,0.1830092492428693,0.322592030364004,0.4943987405435605,0.8162032110731055 -1409,1409,2019-01-07,1.3357647329056486,1.3357647329056486,1.2825070104577387,1.1502180778314963,1.127633517358303,0.1183105242522944,0.3557894069113229,0.1474850695629261,0.4967255239423953,0.9957506504847672 -1410,1410,2019-01-08,1.341957318416439,1.341957318416439,1.3966214107242698,1.2995014722252962,1.4493106024804496,-0.0049489881215237,0.5239825390279294,0.0244869482703506,0.4515304997563362,1.2776409913884168 -1411,1411,2019-01-09,1.392452490226201,1.392452490226201,1.3886160456226355,1.3711640439996766,1.346641066193949,-0.3628035812598838,0.2490836977112022,0.3848875353790142,0.3660287603058598,1.3308108895723494 -1412,1412,2019-01-10,1.494713061201617,1.494713061201617,1.418282511381305,1.3763173873109804,1.3291585121238796,-0.2211925512892266,0.1886787462979555,0.294433407112956,0.5168878942728042,1.3727477476021182 -1413,1413,2019-01-11,1.5310762722246318,1.5310762722246318,1.4656864339681652,1.4887229317289317,1.4513767886460336,-0.4522445172702203,0.2090383759803242,0.0108140751512514,0.780147522687912,1.4390346971837926 -1414,1414,2019-01-14,1.3268722328111422,1.3268722328111422,1.372919224889014,1.4119070166432504,1.4559856933498994,-0.404957562274405,0.1578099667094648,0.1318795253755524,0.7103105150163174,1.487817229061677 -1415,1415,2019-01-15,1.4861385722477145,1.4861385722477145,1.4718078931682326,1.4199588564025964,1.3386941613488943,-0.2211471267407196,0.7342473268508911,0.0106023978441953,0.2551503181457519,1.3323858843598202 -1416,1416,2019-01-16,1.511862493411054,1.511862493411054,1.5220374500656224,1.5648942757558308,1.4941291996628918,-0.5311469580269265,0.122232049703598,0.0138670103624463,0.8639009296894073,1.4389641465698262 -1417,1417,2019-01-17,1.531869937171249,1.531869937171249,1.514188815156989,1.5753617595903795,1.516856792777861,-0.7616765417000894,0.1359289727277225,0.4788744145383437,0.3851965661678049,1.495578988331348 -1418,1418,2019-01-18,0.8165215941493519,0.8165215941493519,1.1316625077398617,0.8600256447011343,1.1479766297839376,3.888457201238536,0.0718920646125779,0.7708402781144661,0.1572676697636351,1.5117705925833544 -1419,1419,2019-01-22,0.7634855133261748,0.7634855133261748,0.8313863194593718,0.7919061404335841,0.859039319374471,1.1438832681697002,0.1299975682049989,0.1307830079458654,0.7392194122076035,0.9031111398132122 -1420,1420,2019-01-23,0.5835766164514623,0.5835766164514623,0.6194821585992358,0.5695106956728814,0.6632358960264877,1.2491092347862287,0.1438000902999192,0.6223418799927458,0.2338579990901053,0.7745458145125118 -1421,1421,2019-01-24,0.6458222999064885,0.6458222999064885,0.6066109721761459,0.5307005147316705,0.5127280569401054,0.223014108560992,0.0322973786387592,0.693518215790391,0.2741844081319868,0.6309013680364576 -1422,1422,2019-01-25,0.7336333532561835,0.7336333532561835,0.6825824528360662,0.6960875886441646,0.6932738049390162,0.0498103051036974,0.0567370988428592,0.0782157033681869,0.8650471568107605,0.6381282177946609 -1423,1423,2019-01-28,0.7231530689668116,0.7231530689668116,0.665944352777135,0.6671003204787194,0.6697518396340643,-0.1378612170530853,0.1375863602651017,0.6487380053315844,0.2136756527636732,0.714502117573545 -1424,1424,2019-01-29,0.7403025011762485,0.7403025011762485,0.6832102717753733,0.7323213282982235,0.7072601210189499,-0.547045550004386,0.4477920243516564,0.3226076839491725,0.2296003056690096,0.6980387981190995 -1425,1425,2019-01-30,0.919893841211988,0.919893841211988,0.84708314019299,0.8400563817777181,0.7895865448798117,0.9584602611640154,0.2134440359414408,0.1757957694659891,0.6107601993962338,0.7381152412255021 -1426,1426,2019-01-31,0.8921055734445072,0.8921055734445072,0.8872662468105248,0.7677501604185458,0.798327821914846,1.258012446293606,0.1301700148070531,0.3845578951220358,0.4852720824100317,0.8615956191072255 -1427,1427,2019-02-01,0.9745172519284004,0.9745172519284004,0.9585290854256416,0.9207374195311254,0.8685754233059502,0.057487053801385,0.1506729903630912,0.2666599495957295,0.5826670651634535,0.8760464584636064 -1428,1428,2019-02-04,0.985315093056746,0.985315093056746,0.945971808472207,0.894649108550724,0.9887275136625194,0.0730903862135488,0.1399621222168207,0.163826788496226,0.6962110970169306,1.0001881887645994 -1429,1429,2019-02-05,1.119651176276594,1.119651176276594,1.0580455726441664,1.0616469190046836,0.9809397560793408,-0.0652955008131093,0.0245065130293369,0.6731868681187431,0.3023066064342856,0.9655167926533806 -1430,1430,2019-02-06,1.0540713731631657,1.0540713731631657,1.0862992212475733,1.1159166691428015,1.0937810759318891,-0.4523807909157414,0.2745721611593451,0.6426182727196387,0.082809565854924,1.0906604131767 -1431,1431,2019-02-07,0.8998863974517929,0.8998863974517929,0.9365536262153064,0.9126855797717784,0.9938134054455467,-0.1157621742044165,0.1064751531100935,0.5963637796748016,0.2971610493130154,1.0670833990450672 -1432,1432,2019-02-08,0.8727332433622602,0.8727332433622602,0.8227535845020774,0.8402176397266653,0.890984721897172,-0.2693879972551825,0.4960252270102501,0.0112027295399457,0.4927720725536346,0.8888153449648897 -1433,1433,2019-02-11,0.9845214281101272,0.9845214281101272,0.9977704636342166,1.0334650191099726,0.9667947474439956,0.0225782882737346,0.3003833343346531,0.2803158169039167,0.4193008756981446,0.832853155969226 -1434,1434,2019-02-12,0.9681656608473084,0.9681656608473084,0.991335094964496,1.0192932098196454,1.039903361897127,-0.3435662849671578,0.200675668567419,0.14403055626899,0.6552937954664231,0.9708359156744596 -1435,1435,2019-02-13,0.9103662274395352,0.9103662274395352,0.9059454320476752,0.9540722020001412,0.9787148773583438,-0.4289644361603689,0.0996273126453161,0.1662712853401899,0.73410137090832,0.9684548324530864 -1436,1436,2019-02-14,0.8404987255475247,0.8404987255475247,0.8120793152829153,0.8804777599973922,0.8361530337040918,-0.4155187698022888,0.310084062628448,0.1692326742534836,0.5206832351783911,0.9150805520006526 -1437,1437,2019-02-15,0.9057614261236104,0.9057614261236104,0.8313863194593718,0.9271789834860034,0.8539534275914462,-0.7098471318535714,0.0863499119877815,0.0525583509355783,0.8610917448997497,0.8503784885932044 -1438,1438,2019-02-19,0.8701923343488458,0.8701923343488458,0.8869523373408713,0.9524623869326674,0.8866932023041281,-0.6500002891955631,0.1433168505318462,0.2710835665930062,0.5855995817109942,0.9170236732180944 -1439,1439,2019-02-20,0.8212854010355772,0.8212854010355772,0.8047022182042332,0.8482694794860107,0.8525233757668944,0.0253946102811703,0.1240503184136844,0.31667901560544,0.5592706688349286,0.915349407043066 -1440,1440,2019-02-21,0.6413760498592354,0.6413760498592354,0.7566704766780655,0.7113863606291214,0.8112010165745888,0.4267432086150089,0.1382448410408364,0.5990053180398213,0.2627498221894105,0.8220167246719556 -1441,1441,2019-02-22,0.6966350285552235,0.6966350285552235,0.6508753509828247,0.7371526164486306,0.6948634587319019,-0.2929179133818225,0.2947154922617806,0.276825293381181,0.4284592266711924,0.6722054752472133 -1442,1442,2019-02-25,0.7611036098830616,0.7611036098830616,0.7513335666103083,0.8160616597116254,0.7492177051393607,-0.0917098757699456,0.023012222101291,0.6291652135550976,0.3478225953876972,0.704648330005095 -1443,1443,2019-02-26,0.7466536379557093,0.7466536379557093,0.7373639215852549,0.6835265158953046,0.6587856838780332,0.35254220862878,0.0569598716373244,0.6114065875299275,0.3316335404912631,0.7636766701349478 -1444,1444,2019-02-27,1.0146915993207226,1.0146915993207226,0.9616681801221768,0.8732308277717824,0.8107244842018922,0.9433793110596824,0.2008173567786192,0.3467097180740286,0.4524729285233964,0.723943744164962 -1445,1445,2019-02-28,1.0963091585563658,1.0963091585563658,1.0197454737609035,1.038457104472328,1.0831327599931433,0.7927515082103803,0.1225356353074312,0.3091419947147369,0.5683223769813776,0.957954589132167 -1446,1446,2019-03-01,0.697905255911116,0.697905255911116,0.8177301348203261,0.7339316041026935,0.8927330682454707,3.606961274140488,0.1056330969453685,0.3964533388407694,0.4979135546005434,1.109902854789425 -1447,1447,2019-03-04,0.5481665302469972,0.5481665302469972,0.6901167291913981,0.5870638537840988,0.7525552505740851,2.286333375395688,0.2857154012890532,0.1346149694290943,0.5796696258476004,0.8955719963322057 -1448,1448,2019-03-05,0.4081139696240029,0.4081139696240029,0.4546675617726577,0.3828661381933949,0.496357714877302,2.6651513976700403,0.1238678411540129,0.2758497089633475,0.6002824597222649,0.6620042378223112 -1449,1449,2019-03-06,0.4033501627377767,0.4033501627377767,0.4155829137570864,0.4519522686806241,0.4086275594161285,0.7506883762928731,0.0987792366112654,0.2995387087934292,0.6016820547385857,0.5369199060328571 -1450,1450,2019-03-07,0.408907634570621,0.408907634570621,0.4656552913778257,0.4496974218173691,0.44613538609455,0.5478677672089969,0.3386604701434927,0.3156192343282912,0.3457202892750501,0.4257744151618546 -1451,1451,2019-03-08,0.5287942001647485,0.5287942001647485,0.4796253854865258,0.4761082486956632,0.4154617975474527,0.4063930108838607,0.471812652113537,0.1317327894115199,0.3964545466005802,0.4229645462832992 -1452,1452,2019-03-11,0.6364536917043373,0.6364536917043373,0.5689391413158392,0.5503472617571956,0.5205153598168226,0.0822207204634613,0.3261086435522884,0.3570698272204026,0.3168215410783886,0.4870985699923152 -1453,1453,2019-03-12,0.516408574841537,0.516408574841537,0.5185528542254465,0.5593652669992238,0.5677179829821337,0.1076130430788895,0.0493959737941622,0.4843700191704556,0.4662339868955314,0.5780168304017531 -1454,1454,2019-03-13,0.6053308499768242,0.6053308499768242,0.5800836011140102,0.5857756331405211,0.5265547710517027,-0.042151693348779,0.0783365738711186,0.474380446997072,0.4472829614366804,0.5251078026468288 -1455,1455,2019-03-14,0.6212100548303685,0.6212100548303685,0.6334522527079351,0.6757967312968515,0.6624415238365069,0.0166049601450605,0.1873459928402943,0.3987082384659776,0.4139457839940275,0.5699651224094789 -1456,1456,2019-03-15,0.3904879750052916,0.3904879750052916,0.4502728291975085,0.4521130658925726,0.520356667261412,1.7613845805742276,0.108215777346721,0.2488071942128814,0.6429770338850526,0.6128784271546792 -1457,1457,2019-03-18,0.2961667793058329,0.2961667793058329,0.3612729828378486,0.3377751905092555,0.4009989490948243,0.7383101868247083,0.086008269029359,0.5360366386982302,0.3779550964633624,0.4357602169914897 -1458,1458,2019-03-19,0.2640912670614004,0.2640912670614004,0.2867138702495445,0.2759359922476369,0.2659070232064635,1.0834459063811006,0.0459770859219133,0.5213057063519955,0.4327172249555587,0.3371310247395033 -1459,1459,2019-03-20,0.3614294798819185,0.3614294798819185,0.3129273318420275,0.3216710502535643,0.3007134387911925,-0.0277293991977979,0.0349443776533007,0.3272639162838459,0.6377917245030403,0.285898169932958 -1460,1460,2019-03-21,0.3680986278019835,0.3680986278019835,0.3361584289309775,0.3562949748401501,0.3469620877981865,-0.2460170670483169,0.035076073060433,0.6764565106067393,0.2884674121936162,0.3537425362352789 -1461,1461,2019-03-22,0.217406777319316,0.217406777319316,0.27886568442456,0.2846324030657689,0.3466447026873647,0.3895859279362607,0.1565391529972354,0.2814914924609992,0.5619693568183316,0.3703324177708604 -1462,1462,2019-03-25,0.1521445310448598,0.1521445310448598,0.1278644515136798,0.1310010336314013,0.1420995475978829,0.7233200858173893,0.1721603364816733,0.4463817549071142,0.3814579269715717,0.244575948375373 -1463,1463,2019-03-26,0.2688550739476267,0.2688550739476267,0.2389960381930311,0.2915572801304855,0.2172743482165996,0.0728178389225067,0.2364630777388811,0.3713691319338977,0.3921678248792887,0.147121417887264 -1464,1464,2019-03-27,0.3809608155344685,0.3809608155344685,0.3192059703187461,0.3519469997995826,0.2857740579658659,0.3972172520854412,0.1253956406461921,0.2057007168504324,0.6689036502079531,0.2485237736308096 -1465,1465,2019-03-28,0.4411421523853548,0.4411421523853548,0.3970613568802342,0.4633859179978568,0.4194350226167482,-0.0581865589717596,0.1229352920005718,0.3089536894112825,0.5681110223134359,0.3304875880398702 -1466,1466,2019-03-29,0.4608320393065775,0.4608320393065775,0.3943929018463556,0.4537233416970426,0.4439105073735531,-0.2359782418282639,0.189097854681313,0.3698869612067937,0.4410151839256286,0.4347714656292811 -1467,1467,2019-04-01,0.6088244295071571,0.6088244295071571,0.5362903110536363,0.5629083345060558,0.5062116586260663,0.2453175618779423,0.3865319603355601,0.1793071101419627,0.4341609440743923,0.4556910633703938 -1468,1468,2019-04-02,0.5564234623619279,0.5564234623619279,0.5400572246894785,0.6047782698442582,0.59648453262552,-0.3523559351032675,0.1673009178734251,0.3436887956091335,0.4890103058091232,0.5526466746940244 -1469,1469,2019-04-03,0.6505861067927148,0.6505861067927148,0.6456956201917172,0.6577602600757962,0.5809094721656249,0.2019371180537314,0.1160400509834289,0.5028511596222719,0.3811088005701701,0.5721278800822257 -1470,1470,2019-04-04,0.2690136252162985,0.2690136252162985,0.253751130517688,0.2297180818688668,0.1767468159207381,3.7907717096741735,0.0578080234623959,0.7151657948067979,0.227026167548383,0.6276857139542598 -1471,1471,2019-04-05,0.3830251621386085,0.3830251621386085,0.3306647886702165,0.3186117565935698,0.3034153045913474,1.3645557248168383,0.0379285549914295,0.4151513114232908,0.5469201450998132,0.3967101542276334 -1472,1472,2019-04-08,0.3550778888008258,0.3550778888008258,0.4100892734963254,0.38834153666559,0.4278584598344982,0.7676998697087548,0.2390943054342642,0.2520460726227611,0.5088596243876964,0.3323602182300127 -1473,1473,2019-04-09,0.3409454737124491,0.3409454737124491,0.3133979715046823,0.3749755563829933,0.3318640144174478,-0.2558060572515813,0.3575131297111511,0.0622948668897151,0.5801920294761658,0.3667717866788993 -1474,1474,2019-04-10,0.4004916968853891,0.4004916968853891,0.3664527136289553,0.4277962886655859,0.4127599317472978,0.0070430926843313,0.2797006778419018,0.2503179837949574,0.4699813202023506,0.3700004306545471 -1475,1475,2019-04-11,0.2791763526666973,0.2791763526666973,0.2427634009125208,0.3103986588852772,0.2786219800172565,0.6372178541223192,0.1144189486512914,0.3647331880638376,0.5208478879649192,0.388598472254821 -1476,1476,2019-04-12,0.267743397860406,0.267743397860406,0.2655234092551669,0.3302066638597479,0.3091368760089424,-0.0645687080369969,0.1638474673964083,0.2954446888528764,0.5407078513875604,0.2716418810449901 -1477,1477,2019-04-15,0.2467832835832916,0.2467832835832916,0.2173349375359962,0.1981543724162695,0.2838665643556926,0.6832556340341913,0.3497892250306904,0.2940771505236625,0.3561335913836956,0.2839420588220662 -1478,1478,2019-04-16,0.357618797814241,0.357618797814241,0.3133979715046823,0.296227310331947,0.238094447721395,0.0551022650047661,0.0624927381674448,0.1511197142923871,0.7863875205318133,0.2116299735929752 -1479,1479,2019-04-17,0.3237964958046417,0.3237964958046417,0.3101016975314974,0.3577439926956747,0.3811328237483444,-0.4323939895726494,0.1396976126624005,0.2883040629593389,0.5719983205199242,0.3064651039842385 -1480,1480,2019-04-18,0.356030559317746,0.356030559317746,0.3108866957474558,0.3772299425092514,0.3251889235479982,-0.2620973572198046,0.0980234996726115,0.6247742343693972,0.2772022498150666,0.3417261995474174 -1481,1481,2019-04-22,0.1891424014441904,0.1891424014441904,0.2298922144894318,0.2601543678898367,0.2897468283286989,1.1621439366695252,0.0990409432383983,0.2570163665096397,0.6439426962448203,0.3495240087507457 -1482,1482,2019-04-23,0.2074030554392185,0.2074030554392185,0.16585019184364,0.151774743351557,0.1490924782846185,0.8888698528512498,0.1516798467792827,0.2549980427138507,0.5933221208638159,0.2168693994466723 -1483,1483,2019-04-24,0.1241972577070779,0.1241972577070779,0.1614550101848433,0.1880089437426129,0.2078973915469943,0.8397204913666464,0.1823485077908024,0.3123154706345536,0.5053360245835322,0.1814756937556364 -1484,1484,2019-04-25,-0.0509478322814082,-0.0509478322814082,0.0622524324359729,-0.0041110122090685,0.0672430415029138,3.365756921568174,0.2693142616906418,0.4082552074956206,0.3224305213930515,0.1644086719824387 -1485,1485,2019-04-26,-0.2492766158722652,-0.2492766158722652,-0.131129722463664,-0.2447037254027754,-0.0678488843854453,3.4818847798263888,0.2840690104614781,0.2274720799177885,0.4884589063408582,0.0903659292461462 -1486,1486,2019-04-29,-0.1487626075112008,-0.1487626075112008,-0.1735106444524209,-0.2279557051937943,-0.2369517169023957,2.1995043509245047,0.4754816440399736,0.2205680876504629,0.303950271802023,-0.1293814540880264 -1487,1487,2019-04-30,-0.192905961089056,-0.192905961089056,-0.1699004610095818,-0.15017362462543,-0.1384143255938337,0.5528871798190234,0.3086390880867838,0.1996789053082466,0.4916820064187049,-0.1595481577454768 -1488,1488,2019-05-01,-0.2672197130283193,-0.2672197130283193,-0.2359831197499452,-0.2387452441892393,-0.189431253919799,0.8344739560140848,0.2290098692756146,0.346077648573555,0.4249124834313988,-0.1442211858278982 -1489,1489,2019-05-02,-0.1070009302256439,-0.1070009302256439,-0.1240665348546363,-0.1385789477277504,-0.0834239448453421,2.527651289339269,0.2508525887969881,0.1668341929991064,0.5823132029867598,-0.2020822529406066 -1490,1490,2019-05-03,0.0665568298696061,0.0665568298696061,0.0247373317686692,-0.0456588923863769,-0.1098064685058587,3.787614703552935,0.2892738337485263,0.1500025074928999,0.5607236549258232,-0.1123041461664031 -1491,1491,2019-05-06,0.0714791880245042,0.0714791880245042,0.0520497010467624,0.0350216846300333,-0.0119049841850983,0.8638863511723849,0.2604602672159671,0.0456486003473401,0.6938911557197571,0.1060083082898894 -1492,1492,2019-05-07,-0.0599988836445864,-0.0599988836445864,0.0341555140255696,-0.0197318393549201,0.0958508985908889,0.704332624541452,0.4034148106972376,0.1778822261840105,0.418702960635225,0.0361144399483383 -1493,1493,2019-05-08,-0.0952504185803795,-0.0952504185803795,-0.0695989755751003,-0.0342252430691443,-0.0608554989922472,-0.1939378221850103,0.2104968233034014,0.0273875973653048,0.7621155977249146,-0.0063189630896375 -1494,1494,2019-05-09,-0.140664226664942,-0.140664226664942,-0.1782197355808712,-0.1511400204766101,-0.1393678450456892,-0.0724271549287126,0.1970935077406466,0.5037024691700935,0.2992039937525987,-0.0464155967658047 -1495,1495,2019-05-10,-0.1797264436684126,-0.1797264436684126,-0.2047466575593593,-0.1659554793517287,-0.1751275527290423,-0.0049944126700308,0.0291728989686816,0.6937183351255953,0.2771087768487632,-0.1311190013036231 -1496,1496,2019-05-13,-0.3783727840982423,-0.3783727840982423,-0.3541785676637957,-0.3514726133995876,-0.29814042879441,0.8640907616406664,0.2493351642042398,0.314479713095352,0.4361851159483194,-0.1804328376996095 -1497,1497,2019-05-14,-0.2942140886983676,-0.2942140886983676,-0.3223145110757265,-0.2951090439786625,-0.3412106796285526,0.0504462487827958,0.3674500668421387,0.2361415702616796,0.3964083530008793,-0.3309623746041327 -1498,1498,2019-05-15,-0.2999305661015132,-0.2999305661015132,-0.3546494318682759,-0.3393946233920684,-0.3408928398112675,0.0603488003573277,0.0918466933071613,0.0157027595676481,0.8924505352973938,-0.3025232076021891 -1499,1499,2019-05-16,-0.3574124426703132,-0.3574124426703132,-0.3772527100179194,-0.3192647936252018,-0.3381912013643434,0.1028888900341587,0.3242974256475766,0.3064625694726904,0.3692400221609407,-0.3156498524533504 -1500,1500,2019-05-17,-0.6321188705029441,-0.6321188705029441,-0.5147549375664026,-0.6023717828473981,-0.4578665319949859,2.4430253554706773,0.0953254553356341,0.2998715314481939,0.6048030198684761,-0.337661167317596 -1501,1501,2019-05-20,-0.7221528217254515,-0.7221528217254515,-0.7696680638964275,-0.8225123807448455,-0.7623789028643497,3.065228108645682,0.1581073096022009,0.45362300070172,0.3882696704769676,-0.5863138567028965 -1502,1502,2019-05-21,-0.7265990717727041,-0.7265990717727041,-0.7476926046860911,-0.8097905107840367,-0.8424804480042178,2.492356415149309,0.0764512056484818,0.5419615946593694,0.3815871911356225,-0.7579228623766342 -1503,1503,2019-05-22,-0.9227045031891196,-0.9227045031891196,-0.8020029846889769,-0.8783933281614265,-0.8211838161267255,2.647095139638497,0.0765797469565378,0.5636461326586348,0.3597741249416555,-0.758697191116918 -1504,1504,2019-05-23,-0.8788784792994225,-0.8788784792994225,-0.8721666910766598,-0.9679308828394187,-0.8968349217649074,4.432711429175481,0.2318617126650431,0.4406590041365813,0.3274792772294445,-0.8670418404894461 -1505,1505,2019-05-24,-0.9560504699402592,-0.9560504699402592,-0.8641615505168473,-0.9271881405643452,-0.8095817533828925,1.614004632943178,0.0482138198276516,0.5348027825821191,0.416983405710198,-0.9127264019528551 -1506,1506,2019-05-28,-0.9866969764093122,-0.9866969764093122,-0.9423306220061664,-0.941681774647068,-0.9467394107303744,0.745555402311579,0.1962165331674946,0.0128176985308527,0.7909657292895846,-0.9161108650632348 -1507,1507,2019-05-29,-0.9682773168439832,-0.9682773168439832,-0.9832987268396582,-0.9869335195431556,-1.011901347691684,1.1216025271270036,0.1891656873437265,0.2432634167683621,0.5675708946461478,-0.9205339833696046 -1508,1508,2019-05-30,-0.9943187948462968,-0.9943187948462968,-0.98533936293423,-0.9550477549296648,-0.9856777439398098,0.2035496895257309,0.1765285860747099,0.2135487826308235,0.6099226176738739,-0.9569342270430088 -1509,1509,2019-05-31,-1.04290862562222,-1.04290862562222,-1.0220694653855769,-1.0020714943161653,-1.0436876029525106,0.7668595155613748,0.2111551889351436,0.3249783071556261,0.4638664935316358,-0.9367135511148365 -1510,1510,2019-06-03,-1.1411997361104722,-1.1411997361104722,-1.0729266166804494,-1.116570397279929,-1.0371714319917027,1.3704836283970054,0.032168890482613,0.3664230427571705,0.6014080569148064,-1.0076349729114444 -1511,1511,2019-06-04,-0.9088898720905296,-0.9088898720905296,-0.9583411276676148,-1.074377946043836,-1.1072603408273942,1.5392585383748647,0.2880214701096217,0.1739494210729996,0.5380291373779377,-1.1070329225503313 -1512,1512,2019-06-05,-0.8614117174018273,-0.8614117174018273,-0.843755863196603,-0.8772659047297989,-0.8278589069961759,1.47187122066469,0.5539667109648386,0.0626610592007637,0.3833721751968066,-1.009784383170738 -1513,1513,2019-06-06,-0.7127844406741145,-0.7127844406741145,-0.6911848583956312,-0.7170319437601073,-0.7363144463743496,3.000725249765704,0.8590626120567322,0.1118707880377769,0.0290666464716196,-0.8888312546050332 -1514,1514,2019-06-07,-0.7358089015553688,-0.7358089015553688,-0.6936963586946829,-0.6896551817676301,-0.7274140220774411,2.038020080982024,0.4337228188912074,0.0610388189864655,0.5052383287499348,-0.7419553635799727 -1515,1515,2019-06-10,-0.6027428185405983,-0.6027428185405983,-0.597946785112002,-0.6009225346233751,-0.6439749315028479,0.8073555005553895,0.007036056369543,0.9685587882995604,0.0244051720947027,-0.704732406792517 -1516,1516,2019-06-11,-0.5357335553501601,-0.5357335553501601,-0.5357882192841309,-0.5286160828957038,-0.5026851291774285,1.0500361509541822,0.1537721455097198,0.0400203529279679,0.806207463145256,-0.567334073119196 -1517,1517,2019-06-12,-0.6602246951093983,-0.6602246951093983,-0.4968607505452102,-0.6010835622038221,-0.4421323242732156,1.8549591504987035,0.3055559999563477,0.1179099147927693,0.5765340809964321,-0.4961692695804034 -1518,1518,2019-06-13,-0.5863875055794086,-0.5863875055794086,-0.6299680209767209,-0.6250785146384129,-0.6419089726904945,0.2584679686707267,0.2357152429010187,0.335118955001235,0.4291657890592302,-0.5532290151925856 -1519,1519,2019-06-14,-0.5703497494571923,-0.5703497494571923,-0.6024991460474489,-0.5785380883617519,-0.6280820312256655,0.0915554651816554,0.3417271645739674,0.0787253663875162,0.5795474611222744,-0.5320454187224365 -1520,1520,2019-06-17,-0.4098131826647285,-0.4098131826647285,-0.4400390947850967,-0.5162158073587922,-0.5608541354520027,1.2006866660777378,0.0468883205205202,0.4086557425558567,0.5444559499621391,-0.5227582407724058 -1521,1521,2019-06-18,-0.4144179839806535,-0.4144179839806535,-0.318547372898061,-0.3827144980597894,-0.3504287163895154,1.291308640349257,0.2074675895273685,0.3419087727864583,0.4506236538290977,-0.4477668112592645 -1522,1522,2019-06-19,-0.387582613880907,-0.387582613880907,-0.4279526820361418,-0.4068702477063291,-0.4078031231208768,-0.1033839847362516,0.0514250260644725,0.7970171369878309,0.1515578236430883,-0.3557705684534837 -1523,1523,2019-06-20,-0.4957186678297706,-0.4957186678297706,-0.4416086421333642,-0.4827197669408313,-0.4413374973767715,1.0977319268865606,0.0593603624200279,0.5492027693174102,0.391436866061254,-0.3466590817916968 -1524,1524,2019-06-21,-0.4601495760550039,-0.4601495760550039,-0.5156966659753636,-0.4964080327528201,-0.5490929254462963,0.2661447173684143,0.0528838699683547,0.327492194250226,0.6196239147749212,-0.4365120517649056 -1525,1525,2019-06-24,-0.431884973029064,-0.431884973029064,-0.4579332818062891,-0.4075143580281171,-0.4375231922161186,-0.2906012614079641,0.1951165646314621,0.3608831185847521,0.4440003335475921,-0.4267309003437743 -1526,1526,2019-06-25,-0.4934953156553288,-0.4934953156553288,-0.4660953771009283,-0.4321534207844964,-0.4192460386028356,-0.19264322255256,0.2526410622522235,0.165810062084347,0.5815489068627357,-0.4093722316279586 -1527,1527,2019-06-26,-0.5012761396626145,-0.5012761396626145,-0.4364286868004338,-0.4545378670461191,-0.4840901357468607,0.3354398661158843,0.1440333873964846,0.6284193699248135,0.2275472462177276,-0.450310178768761 -1528,1528,2019-06-27,-0.4445881551912473,-0.4445881551912473,-0.5043952514423659,-0.4666158570536382,-0.4977581573030463,-0.1568486783290226,0.0252606496214866,0.0327507443726062,0.9419885873794556,-0.460949556957596 -1529,1529,2019-06-28,-0.4347432117306364,-0.4347432117306364,-0.468763832134807,-0.4110571951664497,-0.4732826725462405,-0.0406299709737936,0.1386300583059589,0.5482696025735803,0.3131003338429663,-0.4443244001150312 -1530,1530,2019-07-01,-0.3758321022356426,-0.3758321022356426,-0.3442897457442387,-0.3228078611320333,-0.3267480585291538,0.2687112043590614,0.3272177577018738,0.2949922283490498,0.3777899816632271,-0.4244211423630413 -1531,1531,2019-07-02,-0.4174350011017129,-0.4174350011017129,-0.4062913568372827,-0.3881896661634855,-0.3477270779425918,0.5061907439537994,0.5646543780341744,0.197954012081027,0.2373916275799274,-0.3604730588490277 -1532,1532,2019-07-03,-0.253087525090757,-0.253087525090757,-0.2113392055057306,-0.1902724869472139,-0.1808488967934061,1.6286540498366942,0.4361423001341197,0.0833295263835917,0.4805281819046839,-0.3770221533109098 -1533,1533,2019-07-05,-0.2816696849556704,-0.2816696849556704,-0.3074026885580658,-0.2500178659260245,-0.2574539765899059,0.0080424327514859,0.6961687803268433,0.0271782130002975,0.2766530215740204,-0.2362860128876278 -1534,1534,2019-07-08,-0.3254957088453673,-0.3254957088453673,-0.3576320209136318,-0.2844803021951664,-0.3103779438195816,-0.261143441701157,0.0,0.0,0.0,-0.2294768060798401 -1535,1535,2019-07-09,-0.3299419588926204,-0.3299419588926204,-0.3772527100179194,-0.3067037208763421,-0.3464554913202199,-0.1906672546925043,0.109285342041403,0.0492486900184303,0.8414659649133682,-0.2811610596837706 -1536,1536,2019-07-10,-0.1892538302900508,-0.1892538302900508,-0.2526216688925239,-0.2123346476794441,-0.2641290674593564,0.4804577372245685,0.3754200051642126,0.0358279993136723,0.5887520147694482,-0.3187297085209959 -1537,1537,2019-07-11,-0.1943351940152498,-0.1943351940152498,-0.2124381131913416,-0.1694983164900612,-0.2007152494931148,0.1099524073270014,0.0925020151771605,0.4194849114865064,0.4880131091922521,-0.2322940339117949 -1538,1538,2019-07-12,-0.0914392822110726,-0.0914392822110726,-0.1515351852420849,-0.1065319251653135,-0.1751275527290423,0.492904063515494,0.0,0.0,0.0,-0.1865825988614779 -1539,1539,2019-07-15,0.0422616873308298,0.0422616873308298,-0.0096382251184517,-0.0235969620226452,-0.0440090792632098,0.9016341509817244,0.0943582560867071,0.4324756981804967,0.4731660671532154,-0.1201201888898951 -1540,1540,2019-07-16,0.0244771414434466,0.0244771414434466,-0.0236078701435043,0.0258424214390587,-0.0233476723138258,0.2540844997397986,0.2698083211166354,0.495017273709751,0.2351744023080055,-0.0107223991749972 -1541,1541,2019-07-17,0.0638573695875198,0.0638573695875198,0.0514218821074554,0.1131253596222946,0.0778913574416598,0.6210467148538176,0.0660669384524226,0.7683206995328268,0.1656123468031486,0.0252696553451595 -1542,1542,2019-07-18,0.042896801008776,0.042896801008776,0.0112383264062731,0.0896139506660414,0.0680374136928954,-0.5159524465513259,0.0,0.0,0.0,0.0654456975657895 -1543,1543,2019-07-19,0.1165754392700935,0.1165754392700935,0.0773214342302841,0.1335774749185533,0.0782091972589449,0.0041132093056281,0.4626575261354446,0.0376014374196529,0.49974100664258,0.0726978940025536 -1544,1544,2019-07-22,0.0768781085886767,0.0768781085886767,0.1116969911174051,0.1266525978538368,0.1268423269552712,-0.0426740756566098,0.1173547878861427,0.0133148096501827,0.8693304061889648,0.085398307974889 -1545,1545,2019-07-23,0.148174843406881,0.148174843406881,0.0854835295249229,0.1316451439531893,0.0944203920598745,-0.4558784811507825,0.2866082775406539,0.3359648769721389,0.3774268411099911,0.0722329019967131 -1546,1546,2019-07-24,0.2229647034537898,0.2229647034537898,0.1732277380059688,0.1905853850297649,0.1335174178247216,0.9181459743640288,0.064917218463961,0.4808973057661205,0.4541854873532429,0.1124049668073073 -1547,1547,2019-07-25,-0.3496316186630276,-0.3496316186630276,-0.3223145110757265,-0.3345635656101599,-0.2744595435808167,3.4949670497964127,0.0830442779495016,0.5602000836768876,0.3567556568380931,0.1478114314934578 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-1560,1560,2019-08-13,-0.2514995137450771,-0.2514995137450771,-0.2987697290589468,-0.302355745835775,-0.3489984372117323,-0.4956249610944312,0.0,0.0,0.0,-0.3198934659247754 -1561,1561,2019-08-14,-0.4957186678297706,-0.4957186678297706,-0.3694042996511102,-0.4772443684686362,-0.310854930898741,0.5751452085874666,0.3066236668576796,0.3930963529273867,0.3002800258497397,-0.29824422944378 -1562,1562,2019-08-15,-0.558916794650901,-0.558916794650901,-0.5254285331600937,-0.5600185343993557,-0.4753488587118252,0.2564920008106711,0.0157081168144941,0.9360292553901672,0.0482626296579837,-0.4397318173271404 -1563,1563,2019-08-16,-0.490637076953756,-0.490637076953756,-0.5147549375664026,-0.488034137832579,-0.5420999947595612,-0.4387534263636332,0.3235020985205968,0.5212391698732972,0.1552587151527404,-0.5084575002307056 -1564,1564,2019-08-19,-0.3812310227998151,-0.3812310227998151,-0.4270107290853575,-0.3965637914522255,-0.4221068243116331,-0.3908078154144661,0.1647390282402435,0.5331198076407114,0.3021411448717117,-0.4822812262957409 -1565,1565,2019-08-20,-0.3966336652440847,-0.3966336652440847,-0.4072330852462432,-0.350828733446298,-0.3679110431063543,-0.6598119916730809,0.2031783087608906,0.4544658358567036,0.3423558606837804,-0.4160206438143031 -1566,1566,2019-08-21,-0.4765048890161932,-0.4765048890161932,-0.499372250844262,-0.4625897068054662,-0.4570717050985421,0.1735240629625859,0.1219405448064208,0.6122119697974995,0.2658474940108135,-0.3909380235691554 -1567,1567,2019-08-22,-0.4555445475882642,-0.4555445475882642,-0.4651536486919678,-0.4526053057122566,-0.4445161229028542,-0.1070406608910673,0.1418771067013343,0.1347438784109221,0.7233790163364675,-0.4483840397514715 -1568,1568,2019-08-23,-0.6262438418311267,-0.6262438418311267,-0.5315502169019848,-0.5688757424294358,-0.4894936399939389,0.3425715202314875,0.2277376466932205,0.4129583187974416,0.3593040332198143,-0.4452589871967536 -1569,1569,2019-08-26,-0.5690795221012994,-0.5690795221012994,-0.6280843396169761,-0.5601795619798027,-0.590733124455887,-0.4493373461657706,0.2981229366527663,0.237949065450165,0.4639280239741007,-0.5459138579935896 -1570,1570,2019-08-27,-0.5836880452973223,-0.5836880452973223,-0.5687511835578111,-0.5522887498009026,-0.5567217631208333,-0.3665965310602206,0.8260868787765503,0.0724319443106651,0.1014812290668487,-0.5504431001542452 -1571,1571,2019-08-28,-0.5597106867483338,-0.5597106867483338,-0.5930811883323722,-0.5477795168113896,-0.5893026179248727,-0.8641543231319426,0.4723461493849754,0.0209954800084233,0.5066584572196007,-0.5615324768537862 -1572,1572,2019-08-29,-0.4625312523473023,-0.4625312523473023,-0.4965468410755567,-0.4561483732190876,-0.504910007898424,-0.4203564842182872,0.1622679393428067,0.1030018021507809,0.7347302713120977,-0.5557277224950146 -1573,1573,2019-08-30,-0.4006033528820639,-0.4006033528820639,-0.3546494318682759,-0.3561428739695476,-0.3435947056114224,0.5201815048939638,0.3780100655687206,0.1244532871333991,0.4975366377655197,-0.4894453908800482 -1574,1574,2019-09-03,-0.4101307395037017,-0.4101307395037017,-0.4094306760756416,-0.3730521521274738,-0.4241727831239869,-0.3807008533716525,0.1049966695718467,0.1495738443918526,0.7454295009374619,-0.3973647733535101 -1575,1575,2019-09-04,-0.4788867924593064,-0.4788867924593064,-0.4171219071658001,-0.4366624234055109,-0.3795131058501869,-0.2882846094341058,0.1745030711560199,0.502742187352851,0.3227547494073708,-0.3817323005931892 -1576,1576,2019-09-05,-0.3375637773296044,-0.3375637773296044,-0.3960886254480719,-0.4102520572642146,-0.4492841748685933,0.0829020886910667,0.2724128228922685,0.0127255885551373,0.7148615966240565,-0.4325025543089154 -1577,1577,2019-09-06,-0.3713860793392042,-0.3713860793392042,-0.3986001257471237,-0.3406830744041429,-0.374586361329036,-0.6452307116023253,0.4578088521957397,0.0341742509044706,0.5080169290304184,-0.3778907481587065 -1578,1578,2019-09-09,-0.3024710208132987,-0.3024710208132987,-0.3339300596202015,-0.2753012693726903,-0.3300856039638786,-0.5059363336055265,0.2576618124730885,0.2725857424084097,0.4697524234652519,-0.3570330907581497 -1579,1579,2019-09-10,-0.2429247976403586,-0.2429247976403586,-0.3059898714028017,-0.2799712995741518,-0.3173708745063172,-0.4875393914601804,0.4183895122259855,0.4387310524471104,0.1428793966770172,-0.3174869689898408 -1580,1580,2019-09-11,-0.0593637699666401,-0.0593637699666401,-0.107741895181711,-0.1662777648811211,-0.2127942993161063,0.6842095495528389,0.4152388870716095,0.0089127775281667,0.5758482813835144,-0.2834235058507455 -1581,1581,2019-09-12,-0.0788951056191901,-0.0788951056191901,-0.0240789588898083,-0.0310046914602042,-0.0487771312289494,0.3522469490634843,0.3214561318357785,0.0122766426453987,0.6662672062714895,-0.1589993049538835 -1582,1582,2019-09-13,-0.0895339411772339,-0.0895339411772339,-0.1033467135229143,-0.0234357040736997,-0.0605376591749621,-0.3900128858155931,0.09318080060184,0.1712840858846903,0.7355351328849793,-0.0723515837411124 -1583,1583,2019-09-16,-0.1274849363951133,-0.1274849363951133,-0.119357443726186,-0.0830205162090603,-0.0757953345240363,-0.5228796901986476,0.9467858672142028,0.0199540928006172,0.033260054886341,-0.0516602178320483 -1584,1584,2019-09-17,-0.096044537828627,-0.096044537828627,-0.1480821810758963,-0.0959031833818174,-0.1318979272797946,-0.7188184801837093,0.0200062245130538,0.72757488489151,0.2524189054965973,-0.1015913721002426 -1585,1585,2019-09-18,-0.1166866409651388,-0.1166866409651388,-0.107741895181711,-0.0636953636074321,-0.0916886895076807,-0.6495914682589998,0.1161191848417123,0.3285807271798451,0.5553000867366791,-0.1185833295694332 -1586,1586,2019-09-19,-0.0673031452425976,-0.0673031452425976,-0.1113520786245502,-0.0239190171835392,-0.0757953345240363,-0.5075034805290188,0.5969638876616955,0.0391159635037183,0.3639201484620571,-0.1253252108916166 -1587,1587,2019-09-20,-0.162259908921632,-0.162259908921632,-0.1268917200815179,-0.1314932734510853,-0.0680075769408566,-0.1538279458533053,0.3526871220933066,0.1751773768208093,0.472135485874282,-0.0931673442662931 -1588,1588,2019-09-23,-0.1525732895788782,-0.1525732895788782,-0.1546747290222676,-0.1144229677127121,-0.1711541003065156,-0.6109806020280267,0.0533759420116742,0.1895348938802878,0.7570891777674357,-0.1506709062724591 -1589,1589,2019-09-24,-0.4387128993686151,-0.4387128993686151,-0.2047466575593593,-0.3819091297890554,-0.146996455366995,1.3312141062126803,0.1312924104742706,0.3124462839215994,0.5562613038346171,-0.1576586049418491 -1590,1590,2019-09-25,-0.351537186847681,-0.351537186847681,-0.4089598118711613,-0.4503509195859981,-0.4165441728026807,0.5443700769739558,0.0583810632427533,0.5987406224012375,0.3428783093889554,-0.3432256086475438 -1591,1591,2019-09-26,-0.1314541697314626,-0.1314541697314626,-0.1840272853112849,-0.3047713899109781,-0.3195962079337757,1.1025015044797986,0.4145598292350769,0.0385397505015134,0.546900425851345,-0.3539048801100702 -1592,1592,2019-09-27,-0.1382823232218289,-0.1382823232218289,-0.0992654413337711,-0.1223140102601111,-0.1361889921663752,0.9280485259385608,0.0532282001028458,0.5924988258630037,0.3542728914568822,-0.2128728918841326 -1593,1593,2019-09-30,-0.1582897669820238,-0.1582897669820238,-0.1735106444524209,-0.1645060007592071,-0.1234744900620447,-0.2613024276209316,0.0179253763053566,0.8840606808662415,0.0980139402672648,-0.1140291801818874 -1594,1594,2019-10-01,-0.0976318677218632,-0.0976318677218632,-0.1425880917314885,-0.1158722159367355,-0.1473142951842801,-0.1970721160319952,0.4100842267274857,0.0502928959205746,0.5396228574216366,-0.1181672805623653 -1595,1595,2019-10-02,-0.1224031183682845,-0.1224031183682845,-0.162994003593557,-0.1110411581548266,-0.1188655853581789,-0.3177197168666593,0.0865532202380044,0.4723790452948638,0.4410677150424038,-0.1044962295746506 -1596,1596,2019-10-03,-0.2827813610428911,-0.2827813610428911,-0.32262842054538,-0.3550156809064186,-0.3005244547772798,1.8292942805922328,0.0452025718210885,0.5704652063238124,0.3843322109120587,-0.1226677125694289 -1597,1597,2019-10-04,-0.3081874982164443,-0.3081874982164443,-0.3179193294169298,-0.2939816205470354,-0.3044974524933445,0.2191075973893877,0.030865108477883,0.5117471986450255,0.4573876969516277,-0.2933446561464669 -1598,1598,2019-10-07,-0.2083088306841408,-0.2083088306841408,-0.2585861733577644,-0.2862518359485819,-0.3332642294899612,0.2348244911728191,0.1409669071435928,0.0089199980720877,0.8501130938529968,-0.277697852792684 -1599,1599,2019-10-08,-0.1713109602848102,-0.1713109602848102,-0.1741384633917279,-0.1904335145276609,-0.2367927969937531,0.3742778550893925,0.097804660598437,0.3017072478930155,0.6004880939920744,-0.2348542942414431 -1600,1600,2019-10-09,-0.1001727767352776,-0.1001727767352776,-0.1213976307371101,-0.0913944111293014,-0.1501753082463089,-0.0308636930447827,0.1036279120792945,0.6203625672496855,0.276009543488423,-0.1798766557479504 -1601,1601,2019-10-10,-0.0968382027752451,-0.0968382027752451,-0.0903183478231747,-0.0764176943052377,-0.0872384773592263,-0.1696584010080043,0.1684326231479644,0.0397040716682871,0.7918633222579956,-0.1090537902988937 -1602,1602,2019-10-11,-0.0468195933747577,-0.0468195933747577,-0.0620646992197685,0.0078059502180035,-0.057517953557522,0.328217362903267,0.2523599751293659,0.063904533162713,0.6837355295817057,-0.0920519265462809 -1603,1603,2019-10-14,0.0972031091878448,0.0972031091878448,0.0551892448269451,0.0129588327923076,-0.0455982783496355,0.7210488583920379,0.2162824949870506,0.2283042321602503,0.5554132461547852,-0.0575372210248018 -1604,1604,2019-10-15,0.1119706379541685,0.1119706379541685,0.0779488040859435,0.1255256351592063,0.1101545997816452,-0.1357035509990015,0.3225697080294291,0.0085754146178563,0.6688548525174459,0.0243179910970338 -1605,1605,2019-10-16,0.1415056954868161,0.1415056954868161,0.1109119929014475,0.1706165828433457,0.1052274005540317,-0.0786276057999218,0.0,0.0,0.0,0.0972772378081838 -1606,1606,2019-10-17,0.1767567761209797,0.1767567761209797,0.1529790054205509,0.2229544627530958,0.1864416124076286,-0.5135222332061999,0.4891230149401558,0.1014465202266971,0.4094304798377884,0.1252385271875045 -1607,1607,2019-10-18,0.0970441036175435,0.0970441036175435,0.1218997225066155,0.1413072595170064,0.1578337553196536,-0.2908283841504993,0.3824585061520338,0.1606976692564785,0.4568438371643424,0.1707206876390968 -1608,1608,2019-10-21,0.0422616873308298,0.0422616873308298,0.0701006182609582,0.0620761610931176,0.1201672360858208,-0.4565144248298808,0.1059353426098823,0.0233019744046032,0.8707626461982727,0.1051741694324019 -1609,1609,2019-10-22,0.0752903243938111,0.0752903243938111,0.0517357915771089,0.0728657000885622,0.0564355783022941,-0.5517924153233703,0.0638100877404213,0.0288331657648086,0.9073567986488342,0.0447266536498103 -1610,1610,2019-10-23,0.0609989037351323,0.0609989037351323,0.0173602346899879,0.0809175398479093,0.0592965913643229,-0.4018232684274201,0.4410968074678547,0.1862951771666606,0.3726080111745331,0.0478075524841319 -1611,1611,2019-10-24,0.7755535818104122,0.7755535818104122,0.7831978477402012,0.6904513929600211,0.7565284756433823,5.153553589433495,0.3884404744952917,0.1936786792861918,0.4178808512166142,0.0357936811946258 -1612,1612,2019-10-25,1.227311122117813,1.227311122117813,1.176711884762497,0.8017295139463467,0.7461979995219207,5.218328995604517,0.260638213949278,0.0881606229813769,0.6512011727318168,0.9064560373765702 -1613,1613,2019-10-28,1.2206419741977463,1.2206419741977463,1.3468633916568324,1.2283222135607543,1.220131724785214,2.6891355592817505,0.3317969040945172,0.2278196441475302,0.4403834594413638,1.1854597021876416 -1614,1614,2019-10-29,1.0381921683096202,1.0381921683096202,1.0872413987401806,1.1019065785384168,1.1001383269840554,1.2841542739594003,0.0370109449987384,0.506927481259812,0.4560615699738264,1.1681694389657733 -1615,1615,2019-10-30,1.0189788437976728,1.0189788437976728,1.000752828137749,1.024929866240786,0.9890453534798046,0.5931333297962494,0.0776791363954544,0.1536525208503008,0.7686683353036642,1.0579631829365352 -1616,1616,2019-10-31,1.017549610871479,1.017549610871479,1.0040491021109352,1.0737246786437042,0.9906345525662305,-0.44590779275349,0.1428813044137011,0.2893967297083388,0.5677219913341105,1.0233608477726028 -1617,1617,2019-11-01,0.9919842409768111,0.9919842409768111,0.9644938144327068,1.0221921670046883,1.0418104008008386,-0.1468098531089696,0.236800083424896,0.1744044995866716,0.5887954672798514,1.0127446487973093 -1618,1618,2019-11-04,1.0580410608011437,1.0580410608011437,1.050197386819181,1.0134957561865563,1.0176532105677805,0.3989888094772153,0.1121082364891966,0.3157301004976034,0.5721616769830385,0.9514851455007624 -1619,1619,2019-11-05,1.0540713731631657,1.0540713731631657,1.074840851979748,1.1239689696391455,1.094258063011049,-0.0197346786605611,0.2285992879420519,0.1858569029718637,0.5855438316861789,0.9962753110894764 -1620,1620,2019-11-06,1.2026984227400628,1.2026984227400628,1.1252271390701407,1.0978806586587433,1.0685112189851027,0.2068202570182368,0.3256658334285021,0.0792001039721071,0.5951340831816196,1.048499985971591 -1621,1621,2019-11-07,1.3449743355375,1.3449743355375,1.3572228532390458,1.3156056124809858,1.2455607289938757,1.6891141238995475,0.1317152597010135,0.0136362520977854,0.85464848279953,1.1460571842872884 -1622,1622,2019-11-08,1.370380699861866,1.370380699861866,1.2938086495325605,1.387751497365209,1.3307477112103052,-0.2182853801847769,0.082588043063879,0.4419855187562378,0.4754264381798831,1.3064996485274591 -1623,1623,2019-11-11,1.4966188565370853,1.4966188565370853,1.4779298014519473,1.540738295740791,1.4809381651858649,0.6714679636966178,0.297106573668619,0.024577889436235,0.6783155333250761,1.4194483213279807 -1624,1624,2019-11-12,1.573473063188134,1.573473063188134,1.496451807412448,1.573590686573961,1.5278229485338926,0.0747483822340553,0.3315601460635662,0.0299670071341097,0.6384728562086821,1.5095208383764935 -1625,1625,2019-11-13,1.5128151639279734,1.5128151639279734,1.5900035656239069,1.5919487522189133,1.6565576233700865,0.3156574752410739,0.3107903798297047,0.1356000340543687,0.5536095907539129,1.5660554764839625 -1626,1626,2019-11-14,1.564263460556284,1.564263460556284,1.5509189176083356,1.5553929574039596,1.5152671389849723,-0.1284129109636236,0.3613839176483452,0.4340056414250284,0.2046104416251182,1.515823796859737 -1627,1627,2019-11-15,1.6090421549629004,1.6090421549629004,1.534594727019058,1.643159669434033,1.5872630867243769,-0.504505460327555,0.0549196861684322,0.3659038674086332,0.5791764259338379,1.5341096341172085 -1628,1628,2019-11-18,1.5744257337050531,1.5744257337050531,1.540088367279818,1.6067646718310276,1.623499554133656,-0.5973078129274115,0.2757228800716499,0.1802805908955633,0.5439964986095825,1.571463800745842 -1629,1629,2019-11-19,1.7257526978656672,1.7257526978656672,1.647453040323328,1.634141203455007,1.6049047880563192,0.157739032356394,0.4602975944677989,0.0101475523163874,0.5295548538366953,1.5391685421626184 -1630,1630,2019-11-20,1.6098358199095184,1.6098358199095184,1.6664461350301305,1.6626451585106126,1.7360230341689205,-0.0693155733559812,0.3785534128546715,0.0474643583099047,0.5739822536706924,1.6539081518325494 -1631,1631,2019-11-21,1.651279940356102,1.651279940356102,1.6607953154927195,1.7339856751240998,1.648769865786905,-0.2090187722893433,0.2409584857523441,0.313986194320023,0.4450553273782134,1.585075540654691 -1632,1632,2019-11-22,1.3052770048560816,1.3052770048560816,1.3493746674140596,1.3474913770944787,1.4207032000989372,2.23495821103424,0.1220589282818966,0.2035712758493092,0.6743697944614623,1.6273892247678423 -1633,1633,2019-11-25,1.3576775176996825,1.3576775176996825,1.4054113249582156,1.4193147460808084,1.486818429158871,1.2058423523332853,0.2641428466886282,0.0871874967589974,0.6486696707705657,1.2036349465907872 -1634,1634,2019-11-26,1.239855298709695,1.239855298709695,1.2630432760882777,1.3007901536058692,1.3429856809419394,0.2082965548447152,0.1711974487019082,0.0918536550210167,0.7369488875071207,1.4155458713196178 -1635,1635,2019-11-27,1.277488737088601,1.277488737088601,1.238399361844064,1.324462820511069,1.2770291444374169,-0.3349356207508226,0.3570775389671325,0.039456046745181,0.6034664049744606,1.3069059104244392 -1636,1636,2019-11-29,1.2560520604022123,1.2560520604022123,1.1964895286016108,1.3072312568237476,1.2768699971755428,-1.0367448951843925,0.0279710935428738,0.4708756804466247,0.5011531859636307,1.2939419967614052 -1637,1637,2019-12-02,1.3343354999794548,1.3343354999794548,1.276856190920328,1.326395151476432,1.2496926466185825,-0.2170816296493406,0.1212241724133491,0.0171591099351644,0.8616166710853577,1.2745577388807408 -1638,1638,2019-12-03,1.3554546198268704,1.3554546198268704,1.300871837141588,1.3827589512658556,1.300868949559653,-0.1037019565758008,0.3193920717707702,0.2923138186202517,0.3882941252418926,1.3255180442715062 -1639,1639,2019-12-04,1.3051179992857802,1.3051179992857802,1.300087288009278,1.3933876930493518,1.3824005465240723,-0.3400685947321167,0.4405792359262704,0.1185346258804202,0.4408861219882965,1.345782873920075 -1640,1640,2019-12-05,1.2628802138925783,1.2628802138925783,1.246090817476046,1.303205797681072,1.3042064949943777,-0.7507973623326564,0.4224144720161955,0.2688571632218857,0.3087283627440532,1.3121926778852278 -1641,1641,2019-12-06,1.350532261671973,1.350532261671973,1.3157841087428954,1.4243072921801612,1.3386941613488943,0.1322104360954447,0.3651868696324527,0.1041589401041468,0.5306541776905457,1.265166165089773 -1642,1642,2019-12-09,1.408331240778116,1.408331240778116,1.4035278681402936,1.429299377542517,1.363964473002146,0.4526124889897608,0.1211463904008269,0.4311716360040009,0.4476819615811109,1.3606046998664525 -1643,1643,2019-12-10,1.5561650797100253,1.5561650797100253,1.5021026269498587,1.4974188818100669,1.4175243472196242,0.4083689787439164,0.0828350377269089,0.6303787645883858,0.2867862060666084,1.406932737748971 -1644,1644,2019-12-11,1.6174576383465027,1.6174576383465027,1.6035030200699505,1.6871231936865447,1.6069709742219056,-0.0300914757201633,0.3071823482002531,0.0296531867768083,0.6631644761988095,1.5361831309624874 -1645,1645,2019-12-12,1.728293152577452,1.728293152577452,1.6906189605280415,1.7215858603241851,1.6552858093944824,0.1666195315895178,0.0500665716161685,0.4851803819515875,0.464753053018025,1.6224839311504775 -1646,1646,2019-12-13,1.707809600709613,1.707809600709613,1.7293896990739586,1.7442923617467028,1.7527107613425466,-0.1043379002548992,0.0498676856514066,0.5439984884578735,0.4061337951570749,1.6940347669127356 -1647,1647,2019-12-16,2.074772650486747,2.074772650486747,2.018207069002977,1.870869254717986,1.7765505664647818,2.5310354182030426,0.4914593249559402,0.1307669300585985,0.3777737401425838,1.677360033963059 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-1652,1652,2019-12-23,2.6737284617464825,2.6737284617464825,2.620957260935178,2.6358050895438843,2.5589698876667337,1.428445352291972,0.6663039573110067,0.0231587186885567,0.3105373196303844,2.261255863710917 -1653,1653,2019-12-24,2.769478890372133,2.769478890372133,2.675267640938064,2.679124964211607,2.6635469175634063,0.2326668251187353,0.221456921792456,0.4801914698577353,0.2983516164656196,2.3762359651696734 -1654,1654,2019-12-26,2.859830398433614,2.859830398433614,2.8009971406654226,2.899104304160109,2.81532611591893,0.8184618026653577,0.469467722500364,0.1011084835045039,0.4294237829744816,2.410279258221921 -1655,1655,2019-12-27,2.850937898339107,2.850937898339107,2.8297218780151328,2.895239642229382,2.928008743216068,0.6621559312526772,0.5093387941328379,0.1509966016388856,0.3396646019357901,2.4485515362187957 -1656,1656,2019-12-30,2.6019556188206314,2.6019556188206314,2.7306764795429133,2.623888587853812,2.829312431998863,1.2619189574652103,0.5205136859440245,0.1753909286344424,0.3040953868767246,2.436947628647969 -1657,1657,2019-12-31,2.6595960466581032,2.6595960466581032,2.609655621860357,2.5082620310899206,2.451214459597209,0.7393776637146233,0.4391962257879121,0.2604241803554551,0.3003795929253101,2.299087677063838 From 688469f5c1ad60be055dc384b84d6a0822a5c9e4 Mon Sep 17 00:00:00 2001 From: mega5800 Date: Sun, 26 Jul 2026 19:19:31 +0300 Subject: [PATCH 02/17] deleted sentiment probabilities logic --- ...inancial_Sentiment_Extraction_System.ipynb | 692 ++++++++---------- 1 file changed, 325 insertions(+), 367 deletions(-) diff --git a/Code/1. Sentiment Extraction/Financial_Sentiment_Extraction_System.ipynb b/Code/1. Sentiment Extraction/Financial_Sentiment_Extraction_System.ipynb index d6ea2f0..692ddb7 100644 --- a/Code/1. Sentiment Extraction/Financial_Sentiment_Extraction_System.ipynb +++ b/Code/1. Sentiment Extraction/Financial_Sentiment_Extraction_System.ipynb @@ -7,13 +7,6 @@ "# News Processing and Financial Sentiment Extraction Notebook" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In this notebook, we would like to clean the raw news CSV file and use the processed news data for financial sentiment extraction using the FinBert model." - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -31,27 +24,60 @@ "output_type": "stream", "text": [ "Defaulting to user installation because normal site-packages is not writeable\n", - "Requirement already satisfied: yfinance in /home/shartil/.local/lib/python3.10/site-packages (0.2.48)\n", - "Requirement already satisfied: html5lib>=1.1 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (1.1)\n", - "Requirement already satisfied: platformdirs>=2.0.0 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (4.2.2)\n", - "Requirement already satisfied: pandas>=1.3.0 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (2.2.2)\n", - 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This behaviour is the source of the following dependency conflicts.\n", + "transformers 4.51.3 requires huggingface-hub<1.0,>=0.30.0, but you have huggingface-hub 1.5.0 which is incompatible.\n", + "transformers 4.51.3 requires tokenizers<0.22,>=0.21, but you have tokenizers 0.22.2 which is incompatible.\u001b[0m\u001b[31m\n", + "\u001b[0mSuccessfully installed beautifulsoup4-4.15.0 cffi-2.1.0 charset_normalizer-3.4.9 curl_cffi-0.15.0 multitasking-0.0.13 peewee-4.2.6 pycparser-3.0 pytz-2026.3.post1 requests-2.34.2 soupsieve-2.9.1 websockets-16.1.1 yfinance-1.5.2\n", "Note: you may need to restart the kernel to use updated packages.\n" ] } @@ -138,7 +164,6 @@ " \n", " \n", " Price\n", - " Adj Close\n", " Close\n", " High\n", " Low\n", @@ -152,7 +177,6 @@ " TSLA\n", " TSLA\n", " TSLA\n", - " TSLA\n", " \n", " \n", " Date\n", @@ -161,13 +185,11 @@ " \n", " \n", " \n", - " \n", " \n", " \n", " \n", " \n", - " 2013-06-03 00:00:00+00:00\n", - " 6.172667\n", + " 2013-06-03\n", " 6.172667\n", " 6.508000\n", " 5.883333\n", @@ -175,8 +197,7 @@ " 287094000\n", " \n", " \n", - " 2013-06-04 00:00:00+00:00\n", - " 6.322667\n", + " 2013-06-04\n", " 6.322667\n", " 6.428000\n", " 6.160000\n", @@ -184,8 +205,7 @@ " 132841500\n", " \n", " \n", - " 2013-06-05 00:00:00+00:00\n", - " 6.358000\n", + " 2013-06-05\n", " 6.358000\n", " 6.531333\n", " 5.940667\n", @@ -193,8 +213,7 @@ " 183372000\n", " \n", " \n", - " 2013-06-06 00:00:00+00:00\n", - " 6.490000\n", + " 2013-06-06\n", " 6.490000\n", " 6.618000\n", " 6.340667\n", @@ -202,8 +221,7 @@ " 142663500\n", " \n", " \n", - " 2013-06-07 00:00:00+00:00\n", - " 6.802667\n", + " 2013-06-07\n", " 6.802667\n", " 6.860000\n", " 6.446667\n", @@ -215,23 +233,14 @@ "" ], "text/plain": [ - "Price Adj Close Close High Low Open \\\n", - "Ticker TSLA TSLA TSLA TSLA TSLA \n", - "Date \n", - "2013-06-03 00:00:00+00:00 6.172667 6.172667 6.508000 5.883333 6.508000 \n", - "2013-06-04 00:00:00+00:00 6.322667 6.322667 6.428000 6.160000 6.183333 \n", - "2013-06-05 00:00:00+00:00 6.358000 6.358000 6.531333 5.940667 6.244000 \n", - "2013-06-06 00:00:00+00:00 6.490000 6.490000 6.618000 6.340667 6.350000 \n", - "2013-06-07 00:00:00+00:00 6.802667 6.802667 6.860000 6.446667 6.533333 \n", - "\n", - "Price Volume \n", - "Ticker TSLA \n", - "Date \n", - "2013-06-03 00:00:00+00:00 287094000 \n", - "2013-06-04 00:00:00+00:00 132841500 \n", - "2013-06-05 00:00:00+00:00 183372000 \n", - "2013-06-06 00:00:00+00:00 142663500 \n", - "2013-06-07 00:00:00+00:00 160674000 " + "Price Close High Low Open Volume\n", + "Ticker TSLA TSLA TSLA TSLA TSLA\n", + "Date \n", + "2013-06-03 6.172667 6.508000 5.883333 6.508000 287094000\n", + "2013-06-04 6.322667 6.428000 6.160000 6.183333 132841500\n", + "2013-06-05 6.358000 6.531333 5.940667 6.244000 183372000\n", + "2013-06-06 6.490000 6.618000 6.340667 6.350000 142663500\n", + "2013-06-07 6.802667 6.860000 6.446667 6.533333 160674000" ] }, "execution_count": 4, @@ -240,7 +249,7 @@ } ], "source": [ - "data_csv_file_path = f\"../Data/TESLA data/1. Raw data/PAPER_{TESLA_TICKER}_data.csv\"\n", + "data_csv_file_path = f\"../../Data/TESLA data/1. Raw data/PAPER_{TESLA_TICKER}_data.csv\"\n", "\n", "data_df = yf.download(\n", " TESLA_TICKER, \n", @@ -277,7 +286,6 @@ " \n", " \n", " Price\n", - " Adj Close\n", " Close\n", " High\n", " Low\n", @@ -291,13 +299,11 @@ " \n", " \n", " \n", - " \n", " \n", " \n", " \n", " \n", - " 2013-06-03 00:00:00+00:00\n", - " 6.172667\n", + " 2013-06-03\n", " 6.172667\n", " 6.508000\n", " 5.883333\n", @@ -305,8 +311,7 @@ " 287094000\n", " \n", " \n", - " 2013-06-04 00:00:00+00:00\n", - " 6.322667\n", + " 2013-06-04\n", " 6.322667\n", " 6.428000\n", " 6.160000\n", @@ -314,8 +319,7 @@ " 132841500\n", " \n", " \n", - " 2013-06-05 00:00:00+00:00\n", - " 6.358000\n", + " 2013-06-05\n", " 6.358000\n", " 6.531333\n", " 5.940667\n", @@ -323,8 +327,7 @@ " 183372000\n", " \n", " \n", - " 2013-06-06 00:00:00+00:00\n", - " 6.490000\n", + " 2013-06-06\n", " 6.490000\n", " 6.618000\n", " 6.340667\n", @@ -332,8 +335,7 @@ " 142663500\n", " \n", " \n", - " 2013-06-07 00:00:00+00:00\n", - " 6.802667\n", + " 2013-06-07\n", " 6.802667\n", " 6.860000\n", " 6.446667\n", @@ -345,21 +347,13 @@ "" ], "text/plain": [ - "Price Adj Close Close High Low Open \\\n", - "Date \n", - "2013-06-03 00:00:00+00:00 6.172667 6.172667 6.508000 5.883333 6.508000 \n", - "2013-06-04 00:00:00+00:00 6.322667 6.322667 6.428000 6.160000 6.183333 \n", - "2013-06-05 00:00:00+00:00 6.358000 6.358000 6.531333 5.940667 6.244000 \n", - "2013-06-06 00:00:00+00:00 6.490000 6.490000 6.618000 6.340667 6.350000 \n", - "2013-06-07 00:00:00+00:00 6.802667 6.802667 6.860000 6.446667 6.533333 \n", - "\n", - "Price Volume \n", - "Date \n", - "2013-06-03 00:00:00+00:00 287094000 \n", - "2013-06-04 00:00:00+00:00 132841500 \n", - "2013-06-05 00:00:00+00:00 183372000 \n", - "2013-06-06 00:00:00+00:00 142663500 \n", - "2013-06-07 00:00:00+00:00 160674000 " + "Price Close High Low Open Volume\n", + "Date \n", + "2013-06-03 6.172667 6.508000 5.883333 6.508000 287094000\n", + "2013-06-04 6.322667 6.428000 6.160000 6.183333 132841500\n", + "2013-06-05 6.358000 6.531333 5.940667 6.244000 183372000\n", + "2013-06-06 6.490000 6.618000 6.340667 6.350000 142663500\n", + "2013-06-07 6.802667 6.860000 6.446667 6.533333 160674000" ] }, "execution_count": 5, @@ -408,7 +402,6 @@ " \n", " \n", " Date\n", - " Adj Close\n", " Close\n", " High\n", " Low\n", @@ -419,8 +412,7 @@ " \n", " \n", " 0\n", - " 2013-06-03 00:00:00+00:00\n", - " 6.172667\n", + " 2013-06-03\n", " 6.172667\n", " 6.508000\n", " 5.883333\n", @@ -429,8 +421,7 @@ " \n", " \n", " 1\n", - " 2013-06-04 00:00:00+00:00\n", - " 6.322667\n", + " 2013-06-04\n", " 6.322667\n", " 6.428000\n", " 6.160000\n", @@ -439,8 +430,7 @@ " \n", " \n", " 2\n", - " 2013-06-05 00:00:00+00:00\n", - " 6.358000\n", + " 2013-06-05\n", " 6.358000\n", " 6.531333\n", " 5.940667\n", @@ -449,8 +439,7 @@ " \n", " \n", " 3\n", - " 2013-06-06 00:00:00+00:00\n", - " 6.490000\n", + " 2013-06-06\n", " 6.490000\n", " 6.618000\n", " 6.340667\n", @@ -459,8 +448,7 @@ " \n", " \n", " 4\n", - " 2013-06-07 00:00:00+00:00\n", - " 6.802667\n", + " 2013-06-07\n", " 6.802667\n", " 6.860000\n", " 6.446667\n", @@ -472,19 +460,12 @@ "" ], "text/plain": [ - " Date Adj Close Close High Low \\\n", - "0 2013-06-03 00:00:00+00:00 6.172667 6.172667 6.508000 5.883333 \n", - "1 2013-06-04 00:00:00+00:00 6.322667 6.322667 6.428000 6.160000 \n", - "2 2013-06-05 00:00:00+00:00 6.358000 6.358000 6.531333 5.940667 \n", - "3 2013-06-06 00:00:00+00:00 6.490000 6.490000 6.618000 6.340667 \n", - "4 2013-06-07 00:00:00+00:00 6.802667 6.802667 6.860000 6.446667 \n", - "\n", - " Open Volume \n", - "0 6.508000 287094000 \n", - "1 6.183333 132841500 \n", - "2 6.244000 183372000 \n", - "3 6.350000 142663500 \n", - "4 6.533333 160674000 " + " Date Close High Low Open Volume\n", + "0 2013-06-03 6.172667 6.508000 5.883333 6.508000 287094000\n", + "1 2013-06-04 6.322667 6.428000 6.160000 6.183333 132841500\n", + "2 2013-06-05 6.358000 6.531333 5.940667 6.244000 183372000\n", + "3 2013-06-06 6.490000 6.618000 6.340667 6.350000 142663500\n", + "4 2013-06-07 6.802667 6.860000 6.446667 6.533333 160674000" ] }, "execution_count": 7, @@ -524,7 +505,6 @@ " \n", " \n", " Date\n", - " Adj Close\n", " Close\n", " High\n", " Low\n", @@ -537,7 +517,6 @@ " 0\n", " 2013-06-03\n", " 6.172667\n", - " 6.172667\n", " 6.508000\n", " 5.883333\n", " 6.508000\n", @@ -547,7 +526,6 @@ " 1\n", " 2013-06-04\n", " 6.322667\n", - " 6.322667\n", " 6.428000\n", " 6.160000\n", " 6.183333\n", @@ -557,7 +535,6 @@ " 2\n", " 2013-06-05\n", " 6.358000\n", - " 6.358000\n", " 6.531333\n", " 5.940667\n", " 6.244000\n", @@ -567,7 +544,6 @@ " 3\n", " 2013-06-06\n", " 6.490000\n", - " 6.490000\n", " 6.618000\n", " 6.340667\n", " 6.350000\n", @@ -577,7 +553,6 @@ " 4\n", " 2013-06-07\n", " 6.802667\n", - " 6.802667\n", " 6.860000\n", " 6.446667\n", " 6.533333\n", @@ -588,12 +563,12 @@ "" ], "text/plain": [ - " Date Adj Close Close High Low Open Volume\n", - "0 2013-06-03 6.172667 6.172667 6.508000 5.883333 6.508000 287094000\n", - "1 2013-06-04 6.322667 6.322667 6.428000 6.160000 6.183333 132841500\n", - "2 2013-06-05 6.358000 6.358000 6.531333 5.940667 6.244000 183372000\n", - "3 2013-06-06 6.490000 6.490000 6.618000 6.340667 6.350000 142663500\n", - "4 2013-06-07 6.802667 6.802667 6.860000 6.446667 6.533333 160674000" + " Date Close High Low Open Volume\n", + "0 2013-06-03 6.172667 6.508000 5.883333 6.508000 287094000\n", + "1 2013-06-04 6.322667 6.428000 6.160000 6.183333 132841500\n", + "2 2013-06-05 6.358000 6.531333 5.940667 6.244000 183372000\n", + "3 2013-06-06 6.490000 6.618000 6.340667 6.350000 142663500\n", + "4 2013-06-07 6.802667 6.860000 6.446667 6.533333 160674000" ] }, "execution_count": 8, @@ -644,13 +619,25 @@ "output_type": "stream", "text": [ "Defaulting to user installation because normal site-packages is not writeable\n", - "Requirement already satisfied: demoji in /home/shartil/.local/lib/python3.10/site-packages (1.1.0)\n", + "Collecting demoji\n", + " Downloading demoji-2.0.0-py3-none-any.whl (43 kB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m43.4/43.4 KB\u001b[0m \u001b[31m883.7 kB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m:--:--\u001b[0m\n", + "\u001b[?25hInstalling collected packages: demoji\n", + "Successfully installed demoji-2.0.0\n", "Note: you may need to restart the kernel to use updated packages.\n", "Defaulting to user installation because normal site-packages is not writeable\n", - "Requirement already satisfied: contractions in /home/shartil/.local/lib/python3.10/site-packages (0.1.73)\n", - "Requirement already satisfied: textsearch>=0.0.21 in /home/shartil/.local/lib/python3.10/site-packages (from contractions) (0.0.24)\n", - "Requirement already satisfied: anyascii in /home/shartil/.local/lib/python3.10/site-packages (from textsearch>=0.0.21->contractions) (0.3.2)\n", - 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"execution_count": 18, + "execution_count": 19, "metadata": {}, "outputs": [], "source": [ - "news_df = pd.read_csv(\"../Data/Tweets data/tweets.csv\")" + "news_df = pd.read_csv(\"../../Data/Tweets data/tweets.csv\")" ] }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 20, "metadata": {}, "outputs": [], "source": [ @@ -859,7 +846,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 21, "metadata": {}, "outputs": [], "source": [ @@ -881,7 +868,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 22, "metadata": {}, "outputs": [], "source": [ @@ -898,7 +885,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 23, "metadata": {}, "outputs": [], "source": [ @@ -911,7 +898,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 24, "metadata": {}, "outputs": [], "source": [ @@ -921,7 +908,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 25, "metadata": {}, "outputs": [ { @@ -994,7 +981,7 @@ "4 2023-04-09 How the market’s biggest companies, from Apple... 20:00:00" ] }, - "execution_count": 24, + "execution_count": 25, "metadata": {}, "output_type": "execute_result" } @@ -1012,11 +999,11 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 26, "metadata": {}, "outputs": [], "source": [ - "news_df.to_csv(\"../Data/Tweets data/processed_tweets.csv\")" + "news_df.to_csv(\"../../Data/Tweets data/processed_tweets.csv\")" ] }, { @@ -1035,7 +1022,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 27, "metadata": {}, "outputs": [ { @@ -1043,47 +1030,70 @@ "output_type": "stream", "text": [ "Defaulting to user installation because normal site-packages is not writeable\n", - "Requirement already satisfied: torch in /home/shartil/.local/lib/python3.10/site-packages (2.3.1+cu121)\n", - "Requirement already satisfied: nvidia-nvtx-cu12==12.1.105 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (12.1.105)\n", - "Requirement already satisfied: nvidia-cusparse-cu12==12.1.0.106 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (12.1.0.106)\n", - 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"execution_count": 27, + "execution_count": 28, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/shartil/.local/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", - " from .autonotebook import tqdm as notebook_tqdm\n" - ] - } - ], + "outputs": [], "source": [ "import torch\n", "from enum import Enum\n", @@ -1130,17 +1131,96 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 29, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "a13e6f19cead474baa86a4f5e5b9bb33", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "tokenizer_config.json: 0%| | 0.00/252 [00:00 negative_sentiment_avg:\n", @@ -1250,41 +1318,6 @@ " return -1" ] }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [], - "source": [ - "def get_sentiment_average(date, sentiment_type):\n", - " psitive_sentiment_avg, negative_sentiment_avg, neutral_sentiment_avg = \\\n", - " get_sentiment_score(date, True)\n", - "\n", - " if sentiment_type == Sentiment.POSITIVE.value:\n", - " return psitive_sentiment_avg\n", - " elif sentiment_type == Sentiment.NEGATIVE.value:\n", - " return negative_sentiment_avg\n", - " elif sentiment_type == Sentiment.NEUTRAL.value:\n", - " return neutral_sentiment_avg" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": {}, - "outputs": [], - "source": [ - "def get_csv_file_path(add_one_sentiment_column_flag):\n", - " tesla_stock_csv_file_path = \"\"\n", - "\n", - " if add_one_sentiment_column_flag:\n", - " tesla_stock_csv_file_path = f\"../Data/TESLA data/2. Processed data/processed_PAPER_{TESLA_TICKER}_data.csv\"\n", - " else:\n", - " tesla_stock_csv_file_path = f\"../Data/TESLA data/2. Processed data/processed_PAPER_{TESLA_TICKER}_data_probabilities.csv\"\n", - " \n", - " return tesla_stock_csv_file_path" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -1301,7 +1334,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 33, "metadata": {}, "outputs": [ { @@ -1326,7 +1359,6 @@ " \n", " \n", " Date\n", - " Adj Close\n", " Close\n", " High\n", " Low\n", @@ -1339,7 +1371,6 @@ " 0\n", " 2013-06-03\n", " 6.172667\n", - " 6.172667\n", " 6.508000\n", " 5.883333\n", " 6.508000\n", @@ -1349,7 +1380,6 @@ " 1\n", " 2013-06-04\n", " 6.322667\n", - " 6.322667\n", " 6.428000\n", " 6.160000\n", " 6.183333\n", @@ -1359,7 +1389,6 @@ " 2\n", " 2013-06-05\n", " 6.358000\n", - " 6.358000\n", " 6.531333\n", " 5.940667\n", " 6.244000\n", @@ -1369,7 +1398,6 @@ " 3\n", " 2013-06-06\n", " 6.490000\n", - " 6.490000\n", " 6.618000\n", " 6.340667\n", " 6.350000\n", @@ -1379,7 +1407,6 @@ " 4\n", " 2013-06-07\n", " 6.802667\n", - " 6.802667\n", " 6.860000\n", " 6.446667\n", " 6.533333\n", @@ -1390,15 +1417,15 @@ "" ], "text/plain": [ - " Date Adj Close Close High Low Open Volume\n", - "0 2013-06-03 6.172667 6.172667 6.508000 5.883333 6.508000 287094000\n", - "1 2013-06-04 6.322667 6.322667 6.428000 6.160000 6.183333 132841500\n", - "2 2013-06-05 6.358000 6.358000 6.531333 5.940667 6.244000 183372000\n", - "3 2013-06-06 6.490000 6.490000 6.618000 6.340667 6.350000 142663500\n", - "4 2013-06-07 6.802667 6.802667 6.860000 6.446667 6.533333 160674000" + " Date Close High Low Open Volume\n", + "0 2013-06-03 6.172667 6.508000 5.883333 6.508000 287094000\n", + "1 2013-06-04 6.322667 6.428000 6.160000 6.183333 132841500\n", + "2 2013-06-05 6.358000 6.531333 5.940667 6.244000 183372000\n", + "3 2013-06-06 6.490000 6.618000 6.340667 6.350000 142663500\n", + "4 2013-06-07 6.802667 6.860000 6.446667 6.533333 160674000" ] }, - "execution_count": 34, + "execution_count": 33, "metadata": {}, "output_type": "execute_result" } @@ -1417,7 +1444,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 34, "metadata": {}, "outputs": [ { @@ -1442,15 +1469,12 @@ " \n", " \n", " Date\n", - " Adj Close\n", " Close\n", " High\n", " Low\n", " Open\n", " Volume\n", - " Positive Sentiment\n", - " Negative Sentiment\n", - " Neutral Sentiment\n", + " Sentiment\n", " \n", " \n", " \n", @@ -1458,114 +1482,73 @@ " 0\n", " 2013-06-03\n", " 6.172667\n", - " 6.172667\n", " 6.508000\n", " 5.883333\n", " 6.508000\n", " 287094000\n", - " 0.000000\n", - " 0.000000\n", - " 0.000000\n", + " 0\n", " \n", " \n", " 1\n", " 2013-06-04\n", " 6.322667\n", - " 6.322667\n", " 6.428000\n", " 6.160000\n", " 6.183333\n", " 132841500\n", - " 0.000000\n", - " 0.000000\n", - " 0.000000\n", + " 0\n", " \n", " \n", " 2\n", " 2013-06-05\n", " 6.358000\n", - " 6.358000\n", " 6.531333\n", " 5.940667\n", " 6.244000\n", " 183372000\n", - " 0.282523\n", - " 0.008841\n", - " 0.708636\n", + " 1\n", " \n", " \n", " 3\n", " 2013-06-06\n", " 6.490000\n", - " 6.490000\n", " 6.618000\n", " 6.340667\n", " 6.350000\n", " 142663500\n", - " 0.000000\n", - " 0.000000\n", - " 0.000000\n", + " 0\n", " \n", " \n", " 4\n", " 2013-06-07\n", " 6.802667\n", - " 6.802667\n", " 6.860000\n", " 6.446667\n", " 6.533333\n", " 160674000\n", - " 0.000000\n", - " 0.000000\n", - " 0.000000\n", + " 0\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Date Adj Close Close High Low Open Volume \\\n", - "0 2013-06-03 6.172667 6.172667 6.508000 5.883333 6.508000 287094000 \n", - "1 2013-06-04 6.322667 6.322667 6.428000 6.160000 6.183333 132841500 \n", - "2 2013-06-05 6.358000 6.358000 6.531333 5.940667 6.244000 183372000 \n", - "3 2013-06-06 6.490000 6.490000 6.618000 6.340667 6.350000 142663500 \n", - "4 2013-06-07 6.802667 6.802667 6.860000 6.446667 6.533333 160674000 \n", - "\n", - " Positive Sentiment Negative Sentiment Neutral Sentiment \n", - "0 0.000000 0.000000 0.000000 \n", - "1 0.000000 0.000000 0.000000 \n", - "2 0.282523 0.008841 0.708636 \n", - "3 0.000000 0.000000 0.000000 \n", - "4 0.000000 0.000000 0.000000 " + " Date Close High Low Open Volume Sentiment\n", + "0 2013-06-03 6.172667 6.508000 5.883333 6.508000 287094000 0\n", + "1 2013-06-04 6.322667 6.428000 6.160000 6.183333 132841500 0\n", + "2 2013-06-05 6.358000 6.531333 5.940667 6.244000 183372000 1\n", + "3 2013-06-06 6.490000 6.618000 6.340667 6.350000 142663500 0\n", + "4 2013-06-07 6.802667 6.860000 6.446667 6.533333 160674000 0" ] }, - "execution_count": 35, + "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "if ADD_ONE_SENTIMENT_COLUMN:\n", - " tesla_stock_df[SENTIMENT_COLUMN_NAME] = tesla_stock_df[\n", - " DATE_COLUMN_NAME].apply(get_sentiment_score)\n", - "else:\n", - " tesla_stock_df[POS_SENTIMENT_COLUMN_NAME] = tesla_stock_df[\n", - " DATE_COLUMN_NAME].apply(\n", - " get_sentiment_average, \n", - " args=(Sentiment.POSITIVE.value,)\n", - " )\n", - " \n", - " tesla_stock_df[NEG_SENTIMENT_COLUMN_NAME] = tesla_stock_df[\n", - " DATE_COLUMN_NAME].apply(\n", - " get_sentiment_average, \n", - " args=(Sentiment.NEGATIVE.value,)\n", - " )\n", - " \n", - " tesla_stock_df[NEU_SENTIMENT_COLUMN_NAME] = tesla_stock_df[\n", - " DATE_COLUMN_NAME].apply(\n", - " get_sentiment_average, \n", - " args=(Sentiment.NEUTRAL.value,)\n", - " )\n", + "tesla_stock_df[SENTIMENT_COLUMN_NAME] = tesla_stock_df[\n", + " DATE_COLUMN_NAME].apply(get_sentiment_score)\n", "\n", "tesla_stock_df.head()" ] @@ -1579,11 +1562,11 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 35, "metadata": {}, "outputs": [], "source": [ - "tesla_stock_df.to_csv(get_csv_file_path(ADD_ONE_SENTIMENT_COLUMN))" + "tesla_stock_df.to_csv(f\"../../Data/TESLA data/2. Processed data/processed_PAPER_{TESLA_TICKER}_data.csv\")" ] }, { @@ -1602,7 +1585,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 36, "metadata": {}, "outputs": [], "source": [ @@ -1618,7 +1601,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 37, "metadata": {}, "outputs": [], "source": [ @@ -1635,7 +1618,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 38, "metadata": {}, "outputs": [], "source": [ @@ -1643,23 +1626,6 @@ " df[column] = (df[column] - df[column].mean()) / df[column].std()" ] }, - { - "cell_type": "code", - "execution_count": 40, - "metadata": {}, - "outputs": [], - "source": [ - "def get_final_csv_file_path(add_one_sentiment_column_flag):\n", - " final_csv_file_path = \"\"\n", - "\n", - " if add_one_sentiment_column_flag:\n", - " final_csv_file_path = f\"../Data/TESLA data/3. Normalised data/processed_normalised_PAPER_{TESLA_TICKER}_data.csv\"\n", - " else:\n", - " final_csv_file_path = f\"../Data/TESLA data/3. Normalised data/processed_normalised_PAPER_{TESLA_TICKER}_data_probabilities.csv\"\n", - " \n", - " return final_csv_file_path" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -1669,25 +1635,27 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 39, "metadata": {}, "outputs": [], "source": [ - "tesla_stock_df = pd.read_csv(get_csv_file_path(ADD_ONE_SENTIMENT_COLUMN), index_col=0)" + "tesla_stock_df = pd.read_csv(\n", + " f\"../../Data/TESLA data/2. Processed data/processed_PAPER_{TESLA_TICKER}_data.csv\", \n", + " index_col=0)" ] }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 40, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "['Adj Close', 'Close', 'High', 'Low', 'Open', 'Volume']" + "['Close', 'High', 'Low', 'Open', 'Volume']" ] }, - "execution_count": 42, + "execution_count": 40, "metadata": {}, "output_type": "execute_result" } @@ -1706,7 +1674,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 41, "metadata": {}, "outputs": [], "source": [ @@ -1716,31 +1684,21 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 42, "metadata": {}, "outputs": [], "source": [ - "tesla_stock_df.to_csv(get_final_csv_file_path(ADD_ONE_SENTIMENT_COLUMN))" + "tesla_stock_df.to_csv(f\"../../Data/TESLA data/3. Normalised data/processed_normalised_PAPER_{TESLA_TICKER}_data.csv\")" ] }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 43, "metadata": {}, "outputs": [ { "data": { - "image/png": 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jR1TBlFUpeXa7HUOHDgUATJw4Ed988w0eeeQRPPXUU4b7OxwOOByOkO02my1jvqyZNBYSHp6n7IHnKjvgecoOeJ6yA56n7IHnKrOI9VxkjUueET6fTxNBIoQQQgghhJBkkjURppkzZ+KMM85A//790dzcjFdffRVz587Fxx9/nO6hEUIIIYQQQnKUrBFMBw4cwE9+8hPs3bsXpaWlGDduHD7++GNMnTo13UMjhBBCCCGE5ChZI5ieffbZdA+BEEIIIYQQ0s3I6homQgghhBBCCEklFEyEEEIIIYQQEgYKJkIIIYQQQkhKaepwY+2epnQPIyEomAghhBBCCCEpZeZbqzHj7/Px8qLt6R5K3FAwEUIIIYQQQlLKB6v2AgB+/86aNI8kfiiYCCGEEEIIIV2CzWJK9xDihoKJEEIIIYQQ0iXkWS3pHkLcUDARQgghhBBCUoaiKOpth42CiRBCCCGEEEJUWl1e9Xa+PfvkR/aNmBBCCCGEEJI1NHe41dsWE2uYCCGEEEIIIUSlucOj3nZ7lQh7ZiYUTIQQQgghhJCUIUeYPD5fGkeSGBRMhBBCCCGEkJTRxAgTIYQQQgghhBijScnzMMJECCGEEEIIISpySp6bKXmEEEIIIYQQEoSmD4QQQgghhBASBjnC5PUp8PmySzRRMBFCCCGEEEJShhxhArIvLY+CiRBCCCGEEJIyWp1ezf2XvtqeppEkBgUTIYQQQgghJGW4vNqI0spdjWkaSWJQMBFCCCGEEEJSht5KvCzflqaRJAYFEyGEEEIIISRl6CNM5QUUTIQQQgghhBACAHDrBFNpgT1NI0kMCiZCCCGEEEJIynDqUvKqih1pGkliWNM9AEIIIYQQQkjuIiJMg3oUomeJA6eP7pXmEcUHBRMhhBBCCCEkZQjBdOdZo3DSiOo0jyZ+mJJHCCGEEEIISRmuQEqe3ZKd0iM7R00IIYQQQgjJCtxeBQBgt2an9MjOURNCCCGEEEKyAhFhsjHCRAghhBBCCCFaRB8mCiZCCCGEEEII0SFMH5iSRwghhBBCCCE6aPpACCGEEEIIIWFghIkQQgghhBBCDPD5FNUlz2YxpXk0iUHBRAghhBBCCEkJbp9Pvc0IEyGEEEIIIYRI7GvsAOCvX8q3WdI8msSgYCKEEEIIIYSkhOU7GgAAY/qWwErTB0IIIYQQQggJsrOuDQAwtLoozSNJHAomQgghhBBCSEoQTWvzsjQdD6BgIoQQQgghhKSIbO/BBFAwEUIIIYQQQlKE05PdPZgACiZCCCGEEEJIinBledNagIKJEEIIIYQQkiJcjDARQgghhBBCiDGsYSKEEEIIIYSQMAjB5GCEiRBCCCGEEEK0sIaJEEIIIYQQQsLAGiZCCCGEEEIICUOwhomNawkhhBBCCCFEg5MpeYQQQgghhBBiDFPyCCGEEEIIISQMLo8XAG3FCSGEEEIIISQEuuQRQgghhBBCSBjYh4kQQgghhBBCwsAaJkIIIYQQQggJQ9BWPHtlR/aOnBBCCCGEEJLRuL0KAEaYCCGEEEIIIUSDoig0fSCEEEIIIYQQI4RYAiiYCCGEEEIIIUSDqF8CWMNECCGEEJISDjR3YGddW7qHQQhJgFwRTNZ0D4AQQgghJBxH3fMpAGDlH6ahtMCW5tEQQuJBpOTZLCaYzaY0jyZxslfqEUIIISStbDrQgq2HWlN2/A63V729q4FRJkKyjVywFAcomAghhBCSAHsa2nHag1/gnMcWwOtTUvIaje1u9bbVzCkLIdlGLjStBSiYCCGEEJIA763cAwBo6vCgucMdZe/EkAWT0+ONsCchJBNxUjARQgghpLtS1+ZSbzd3eFLyGk2SYOpw+yLsSQjJRJ5bsBUAUNviirJnZkPTB0IIIYTEhKIouOn1FQCAAkdwCpEqwcQIEyHZzVvLdwMAPClK2+0qKJgIIYQQEhO1rS68s8Kfinf8sB7q9q5IyWOEqet5Y8lO9CsvwJQhlekeCiFpJWtS8u69915MmjQJxcXFqK6uxrnnnov169ene1iEEEJIt0FOkdvd0K7eTlWEaV9Th3pbdswjqWfN7kb8+s1VuPiZRekeCiFpJ2sE0xdffIHrrrsOixYtwuzZs+F2uzFt2jS0tqbOzpQQQgghQRokwbSrLiiYWpypEUybDwR/4ymYupb9klglpLOYsrcFE4AsSsn76KOPNPeff/55VFdXY+nSpTjhhBPSNCpCCCGk+9AgGT2IhpRA6lLyNh9sUW93eJiS15XIrmaKosCUQTNep8cLh9WS7mGQGBjVuwRr9zbhmR8fme6hdIqsEUx6GhsbAQAVFRVh93E6nXA6ner9pqYmAIDb7YbbnZqLe6yI10/3OEhkeJ6yB56r7IDnKTsId55qm42jDs0drpScU1mgtaXoNbKZVP49mREUqC3tTuTZMkOgbDnYihmPfYlLjqrBH84cme7hxEx3vfZ5vKJxrZKR7z3WMZkURck62wqfz4ezzz4bDQ0NWLBgQdj97rrrLtx9990h21999VUUFBSkcoiEEEJIzjF3rwlvbwudOJ9Z48W0fsmfTty11IJ6lymlr0GM2dYMPLTGv67+f0d6UGhL84ACvLjRjKWH/NGvR6akJhWUJI//W2HB/nYTrh/twdCSdI8mlLa2NlxyySVobGxESUn4AWZlhOm6667DmjVrIoolAJg5cyZuvvlm9X5TUxNqamowbdq0iB9KV+B2uzF79mxMnToVNluGXIVICDxP2QPPVXbA85QdhDtP2+ZuAbZtCtl/8NBhmHHK0KSP44+r5gIuf5Sp/6ChmDF1WNJfI5tJ5d/Tql2NeGjNYgDAcSedgt6leUk9fqLMeWMVlh7aBwCYMWNGmkcTO9312vfg+gVAexuOnTIFEweUp3s4IYjss2hknWD65S9/iffffx/z5s1Dv379Iu7rcDjgcDhCtttstoz5smbSWEh4eJ6yB56r7IDnKTvQnycfjOtYvIopJefTJdUtfbe/hd+ZMKTi78lkCUYSvTBnzGdvNgdrqzJlTPHQ3a593kAim8Oeme871jFljWBSFAXXX3893n77bcydOxeDBg1K95AIIYSQboXHZ2y84PamxpDBKR13ybb6lLwGMUau2Gh3ZY5DYfYVknRvfIGGtVZz1hhzG5I1gum6667Dq6++infffRfFxcXYt88fji0tLUV+fn6aR0cIIYTkPh6v8WzVHWZ7Z1AURRNhanZ64PUpsJgzx60tl/FJp7TDk0GCKd0DIHHhCXyRsv3vNmvk3hNPPIHGxkacdNJJ6N27t/rv9ddfT/fQCCGEkG5BOGEkN7FNFi6DqFU7ezF1GV5JMXVkVISJkimbEN8jqyW7BVPWRJj4B0IIIYSkl3Cpd7PX7sfqXY0Y2680aa/lNOi71ObyoMiRNVOXjOCf87cAAK46fnBcz/NJ8y5GmEiiiAiTOYP6eCVC1kSYCCGEEJI+lmyrw0uLtod9/D9Ldib19ZzuoGAqsPsNCNqcmTNxzwaaOtz48wfr8OcP1qEpzubC8jp1uyszmwZzMT3zUSNMTMkjhBBCSK5zwZNfhWwbUBnsaZjsBWSRkuewmlEYiCq1uth3Jx46pBTGcPVn4ZBT8lzeDBKq0tswikKSzMKbIzVMjGsTQgghJC7OHNcbQ6qKUFlox53/+xZA8lNunIHJvt1qRqHdgoMA2jKoliYbkE0N443GyCl5qTD1SAZOjw95ttBGyiRzyJUaJkaYCCGEEBIXkwaU4+apw5GfwsmqiB44rBYU2AMRJicjTPEg15x5fPGJHllfxRudSiWayBcjTBmPaEWQ7REmCiZCCCGExIXV4p8+2KzBSVCyI0wuTzAlT9QwZVI/oGxATlmLt1eWLEzC9d/qahRFwUff7lPvOzPIjIKE4vMpqj29haYPhBBCCOlO2AOCSRZJyV5AViNMNjMK1BomTpDjQY7AxBslklPyMiXCtHJXo+Y+a5gyG6/0Hcr2xrXZPXpCCCGEdDmiHkGOQsS6gPzm0l244501muca0djud3UrdlhVgcYUrPhwaVLy4vvs5NOTKRGm5TvqNfc72Jcro5H/xi1ZXsNE0wdCCCGExIVIyZPrYmL1FLj1jZUAgDF9S3DRpP5h9zvQ3AEAqCrOgz2Q+hdvWll3RxNhirOGKRNNHzYeaNHcz5TIFzFGFky0FSeEEEJIt8JmDo0wueIUM7/572r89u3Vho8pioLfvb0GAFBd4oAtINAomOIj11LyRNRRkCmRL2KMLNJp+kAIIYSQnMajEypGESa50WysvLp4B15ZHNoM90CzU73d0uGRBFNmTNyzBbl/UrxiM9NS8r7eWocPVu3VbOP3IbPRpOTR9IEQQgghuYy+uN4WqEdwWIPTiF0NbVGPY9QLSESSZOTIyLTRPdXXY4QpPuTP8bY3V8X1XJ8vs1Lyrv/3spBtmRL5IsYIoW0yAWZGmAghhBCSy4QKJv/04ezxfdRtCzfVoqlDmzIV7TgAUJpvC9kmR65mjOmtvp4+0kUiI3/e+vqfaGhT8tL/uTd3hPbgooDObERgMtvrlwAKJkIIIYREQe9GJiZAeTYLfj19hLp9d317xOMYpe31Ls0L2eYNzLTKC2wwm02qYHIxohAXnXEV1Kbkpf9zN3LEo2DKbHKlaS1AwUQIIYSQKOgjQ6KGCQAuPLIm7H6hxwmd9Bo9R0zQLYHeLdYoKXlfba7Fj59djC0H44ui5DqdSaXTpuSlX5jImi3f5m9knAlCrrvT2O7GH99bi9W6HlkAsGDjIQBARwL1jZkGBRMhhBBCItKuaxhrk3qqVBU7MLS6yHA/PUYTJ6dB5EDUpohIlj1KSt7FzyzC/I2HcEvAspz4cRkI1FjJJJe8Npc2Ha+swJ/GmQlCrrtz34fr8NzCrTjrsQUhj93+lrELZjZCwUQIIYSQiLTqJqw9ihya+3k2/3SiI8oE3ejxSBEmEVmKNSVvf2NHxMe7mmjNeVON7DYIGJtuhEMeujvNLnnLdzRo7hc6/G1E0y3kCLB2T1O6h9AlUDARQgghJCItTq1g0tcdiRSpjigRpp11oU56RoJJ1DCJCJNRH6b1+5qxZrc2DcgRGEcm0NjuxjH3fYqb/7MibWP4ZO1+zf14Uti8krhKt/BraNOaiVQFBHsm2J13dyK53x03tAcAYEhVYVcNJ2VQMBFCCCEkIq2SYDr38D4w6Xqq5AWESrtBep3MT19YErJNrmtSFAUNbS619saiCib//yIlr9XpwfSH5+F7jy7QmAHYLZkzrXl3xW7sb3LirWW70zaGulaX5n48JhByNOrdFXuwbEd90sYVL+J7NbCyAHNuPhEl+f4IUybYnXd3IvVXEn/bt0wbEXafbCFzriyEEEIIyUiEYDpqYAUeuujwkMfzYxRMRri9ihrBePSzTTjiT7Px+jc7AQQjS/rGtSt3NajPH3nHR+pthy1zpjWZMJnXC6R4an58uqjSrf9JX32Y+F6N7FWCodVFwcbJrGFKO5Ec8Fqd/vMmUiizmcy5shBCCCEkI2kJTHx6luaFRJeAYIQpUTcsMbF/8ovN8CnA28v9URmLWV/D5N/vXwu3GR5HbqTbVRxo6jCsDZIFh158dBV6weSKQ2Do9V5De+QeW8lEURQclOqvRKpnvt3/PbMFvhd0yUs/smDSO+WJ2sdCe+akyiYKBRMhhBBCIiIiTEUO44mPWsMUJcJUVeyvPelZ4sBTP56obhepO20u435PVl1Knt4EQGCOkB6UCmat3ouj/u9T3PW/b0Mek2uAoplhpAJFUUIEUjxRL70I7Feen5RxxcKbS3dh0j1z8OyCrQCCESYhzK26iCNJH/Lf3HWvLtM8xggTIYQQQroNQjAV2I0nPmLlP5qtuKgxevLSiZg+upcqiBZtqcN/Aml4MhadrbiYILfqTCgEiaQEJsKehnZsO9SK+z78DgDwwlfbQ/aRozti4tiVGIkJdxw1TD6dYMrrQkONf8zdDAD40/trAQTPqxDm+po2kj5k04faFq0ro/g7LQxz3cgmsv8dEEIIISSlCJe8cCvFsZo+CEc8sb/DaobH5cXPX15quL9VV8Pk8vrg9SlhX0cfoUoFHq8Px9z3GQCgj84tUKa5I5jC1ur0qNG1rsIo/S6eGib9rkb9slJFVbEDWw+1AvCnM7arKXmBRsaBhsZupuSlFUVRMG/DQfV+WYFdvS3/nRaGiUxnExRMhBBCCImIWCkuDiOY7IEV/2gTcqcutcphs6A1gsgxSsnT94SSaQsTeUom30p9ZyLV9TR3BMcSacypwsgRL54aJn2EqSuid/9bucf/HZNeutXlCQomNSWPEaZM4NN1BzT3RQNrAGhoCzo0luTbumxMqYKCiRBCCCERaYlSiyDScqL16xG1PKLRbXGeNcT6Wkafkufy+sKm4wGIKL6SxaIttertSO+3SYowdUXkS48QrxazCdXFDuxt7EjIVryy0I7aVlfKBdPBZidu+PdyANo+X80dnmBKXiC1y6gvF+l61u9v1tzvUxY8b4da/H/X5QU29XxlM9n/DgghhBCSUlqc/sl/UZ6xYLLGIJi8PkWtq8mz+iMFcgqPEdtq/WlZokaqzeWNKJii1VAlg8Vb69TbRk13BZoIUxdEvvQIcWS3mNXIzOKtdbju1WXY09Ae8bmKomDtXn8krX9lAQCg3ZVacbKrPtjUeG9jh3pbI5hEhMksIppMyUsXmw604K8fr9ds80jn41CgnqlHUdemoqYKCiZCCCGERESYFoRzyYslwiQ76ImUvIqCyKk6DW1+oVYcEGotHR412iVz+xkjAfgjUKmOOmw+2GK4Xf+6Te1yDVPXR5iEmLNbzeoK/30ffocPVu3F7W+tjvjcj9bsw6zV+wAARYGoYjQHxM6yv6nDcHuL062+tlrDJPow+RhhShc/eym0CbX890/BRAghhJBuRYtqK24scGKJMMkTbtEvqbwwcoRJpOIVB163ucMTEq0xm4Arjx2k3k91+ltTmLol/famDKlhslvNsFm1dutbDxmLPsGrX+9QbxfYY7OM7yxyVEmmqcOjGkCICJNdrWFihCldbDnYqt4Wolrui1UbSMmrLIr8N54tUDARQgghJCJBl7wwEaZALxavQQNXQYeUIiYiUhVRUvLEBEykAra7vWjUCROTyRSIoviP2ZZCcdLm8qC+zVgw6cclu+R1hRmFHhHxslvMqvAU2MyRp38T+pert4Uo8fiUlEbv5Ea1MvfOWodd9f4UwjzVVlzbyFjPJ9/uw/Id9Xjxq22oj1AjR5LD0YMrAGgXTMTfYVEO9GACaPpACCGEkCi0dAiXvMQjTMIhz2ELTtZLo7hniYa28qRLn7olYif5NgvcXk9K09+ufP6bsI/pBVNTuxxh6vqUPCEm5JQ8gcUcucFvoT0ojOWoQbvbm5IC/v1NHfjo232Gj23YH4yGqRGmQITSyMTi8/UH8LOXgjb1q3Y14m8/GJ/M4RId/cr9dW5yimSHW9tCINthhIkQQgghYYmln4olBsEkCvTlaEe+PfJkSq7DEWl8+3SpW4Hglurgl0rjh0Vb6sI+Jqfgdbi9muiHWG2vb3VpzA1SiWz6IASGIJpgks+i2+uD2L0jRZ/tqQ98oUnxCof4vjgCpiFGphsfr9EKr/kbD4bsQ5JLTYVfMMl//x26FgLZDgUTIYQQQsLSIqWThXPJswRSvCIJJrH6LE/WHVEmU3KGn5gcPzVvi+G+YjKdjnohALjjnTVYss0vqPSiTUS9jrxnDo77y+dh08+SicvA9EEg+hiFQ+7B1ObyqpGdVFiLK4qi+Y5FosAebHgMGEeYduscAI8cUNHJERIjKgL1h8UOqxop1kcjgWALgWwnN94FIYQQQlKCMFmwW8zqyr4eMR83Ekxen4J9jR3qY1ZJMOVJkY/+FQW497yxOGZIZVzjMwWS8grtqY8wRWJHXRsuePIrAKG1NeIzFJ/Bsh31KR+PmLA6pPougSVKDZMsVNtcHlWMpkIwhTN7MCLY8Ng/fpGyKaNP2awqzg2XtkxDRE1n/ep4w5RcpuQRQgghpNsQzfABiGz6cMNry3H0vZ9i7np/apQ1TEre1FE9cfFR/XHX2aMNX+PX00cYv3hACxR0MsLk8yn48/tr8c7y3WH3KYySQijQRz70zn1dYUQgnOX6leeHRJiiZOTBJ018W51eddKbCjGqjwhFIuiSJwRTaIRJv02JYERCEsPnU1RBVGC3qFFj2bWwQ9c7K9uhYCKEEEJIWFRL8TDpeEAwxUsfYTrQ1IEPVu0FADwxd7N/X02EKTiZEmlWw3sW43vjegMAZoztpT4+aaBxapV4nhBMbQmaPnyx4SD+uWArbnx9Rdh9RC3QBRP7hWyT0UeYWpwejQgJ57SXTDbsbwYADO9VHOKSF034+PQRphSm5MWajgdINUyB8Ril5Om3RcgSJQkifw8K7NYwEabcSsmjSx4hhBBCwiIc8kTKmxFqhEk3O/3VayvU2w6bGe1ur6aGSU7XkdP97r9gHGaM7Y0Thlep2yoKtY56UwZXYvPBFjz+oyMAAAUB04dEbcVFo03AH5UwmULDMMLtTk7z6lFoxx5dWpl+0u70eOGWHMQa2lIfYRKpbjXlBdhRqzWaiBaFU6CrYUphL6Z4BK4Q2EIkG0WYQgUTFVOyERFTk8kviNQIk/Qdb6fpAyGEEEK6A26vDzPfWg0AKI4UYQpj+vDVllr1tohyaAVTcBoiR2oK7FbMGNtbYydeUaitRblwUj98/bvT1MhTgU2k5MU/qd/b2K6+TwBoNoh6uL0+dTJeVRQcS1VJXsi++km7y+PTpCvJjnqpQowhz2YJScmLJlLk0/inc8eok16RhpVMwom3YoP+PaJ/l90avoaJEabUIyKU+TYLTCaTYYSZLnmEEEII6RbM31Sr1phE6m8UzvTBSBDJDm3yZKokP3LSi75n0/HDqjT3O2Mr/uf312kcvhpaQ1PmZJHRQ4owVRuYCuhT8pwen+b4XVFXE8klL2qEKTC+s8b3wYVH1gRT8lJQwxSuqW/PUq0Q7SPdj+SSp//sWcOUfNrc/nMmvhfCRMRjYPrAGiZCCCGE5DQtUiQkkhW1aiuum5zaJDc2UecgO7TJgqq6ODRSo32N4OubTUCPIq1Q6Yzpg954oN4gZa7Z6RdRdosZZZJ4MxRMhhGm4LaumMOrjWstZtis2nPX4fZFtIAXaWw9ivzW0amsYRIRwROGV+GiI2vU7T1Lgp/rDyfV4LNbT1Lvh+vDpChKiGBiSl7yESl5IlUzcg0TBRMhhBBCchi5ZuX2M0aG3S9chGniwHL1tphkWcPUMBkJDz33nTcWAPCPQN2STGdMHwb1KNTcNxJMtS3+bRWFdjXCARgLPf2k3eXVRpg8XZAnJkeY9KYPQGTxI4YnLNuFsE1FDZOwXB9SVYjDeher23tKn2tlkV1X7xZIydOlCLa7vSFilCl5yUdEGsXfXLCGKTTtNJK7ZjZB0wdCCCGEGNIWmCB/b1xvHDOkR9j9wjWulSfqYmIsCya5bimWfjkXTarB2Yf3QYGBAYXYVpeAoYJowiloNqgx+tVrywEAZQU2zfusLgkfYbJbzXB5/LVPbklEub3JrwUKNwaHQUoe4E+FKzKoEwKCETBxqoRDYmN78t39hJAutFthsRh/H/R9o9SUPN3naDQ+RpiSTzDC5P9e6CNMXp+Cula/iUqu9MFihIkQQgghhnToVpLDYQnjkicLA5F6Jaf2leQFU9v0KXZGmEwmQ7Ekj3H22v1xWVXrxwmE1uq4vT5sCzjNbT7YopkEFhqIDiFWhHGBU2f60CWCKfAaNouxYIpkjiHqfoTJgoj26JvCJgMhpAscFtgkMV0uiVirrnGUSMnz+hRNquP+Jif0UC8lH+FEWWDTR5j856K21Qmf4hfclYW5IZgYYSKEEEKIIW0xNp80h0nJc3tDZ6vaGiYL5t92Mixmk2E/o3joX1Gg3t5V34aRvUpifq6+5kiug2psd2PKvZ+q991eBcN6FuMv549Fz5K8iNbWRXlW1La6/DVMvi4WTHJKnsFn2xpBVIqojHBWFwYM+wwESWeRI0xyU+OKAkkw6ern8uxS5NLlRWm+//6+xtAmuIwwJZ9d9f7PWZifCJfMnXXtWLjpEP7y0XcA/M6WlmhdkrMECiZCCCGEGNKuS70JRzhbcSMXM320oEYSOp1hypBK9ba+tiUa+nG2SdGXD1bt1dy/7uQhAICLJvUHAMxdf0Dz3PpWF255YyUAqClvLU4PmjuC6WJGQjLZaGuYQietsdQwif5avQLW6fsbkx9hEhbuhQ6r5rtRVhCMPhpFmIocVrQ4PahrdakOijvrjART0ofc7Vm5swEAML5fKQCtIcuP/rlYvZ0r6XgAU/IIIYQQEgYxqY6akiciTLrVfH2NiX/f1Kw4m0wmDA6YNxhFfSLhjJCSp7c7/9WpwzX39S5gL3613fA1bvnPSvV2qiNMslucPUxKXqS0RTXCFLhfGXDLS6Q+LBLzNhzEvA0HAQCFdoumYa6ckqevYQKCdWe1UsPht5fvDtmPtuLJZ2cgwjS0ughAeAfN8gKb4fZshBEmQgghhBjSFmsNU5gIk5Ew0EcLkok9Qn+eSIj9ywpsaGhzayJKco3SpIHlIeltDt39dXub1NtrpdtbDrWqt1MtmGShatSHCYCmpkqPooswiQiiL8nhmiuf/0a9XeCwakwbZOt2m8GEvLLIjh11bahtdeF3b69Gns2CbbWtIftRLyUf4ZYo/jbCLYJEanadbTDCRAghhBBD2nX9VsIRi+mDum8KBZNqN+2Jz/5ajFNM0tukGiavJCx+NHlAyHP1YmR/czBtLdxk3ZXilDxZMDqsZo3oE59RpD5MqulD4FSJ//URxM4i13UV2i0aoVcgjdnoO1MZiDBtOdiKVxbvwLMLtqpC97FLJqBvWT4A1jClAvW6EKWhsWzqku1QMBFCCCHEkLaYU/KMBZNRpMco2pEswjU0jYYYZ2nAaEC2FZcn9edO6Bvy3AGVwRqsArtF856fvHSi4et5Uh1hksZgt5hx/LAe6m1RMxa5ca3/f1NACJvDnN9kUmC3hoxbYBSVLAucq4PNoUYURw2qwLUn+WvNKJiST4dHNKX1n6OacuM6xGjXjWyCgokQQgghhnQEzBPybZFTa8IJJmFuILvspTLCJNLlnvxiM856dAEaYqy5UVPyAhGmD1bvxX+W7AQQtEo+alCF4XOL82yYc/MJAPyTcyHWXr16Mk4f08vwOV2Vkmc1m2A2m1DosOKb352GD288Xm0QLN6XET41wuQ/VyKCmErtUeSwaoSunPpo9LpCeBuZV9jMZnXsNH1IPiKiJOr3Sgts+PHRodHXtgjW9dkGBRMhhBBCDGmLNSVPCKYwpg9FUi1DKmuYRLrZql2NWL27EU/N2xLT88Q45SL1295cBSAoAo3qaATCRdCnyA1jw39mqXbJkx3yBFXFDgypKlLPVaTISzDC5P8/nCBOJgUOC8b0LVXvy7VhHoPXFeejw0AwWS0mNY2Qpg/JxecLLgrIhicjehWH7BtvP7RMJneqsQghhBCSVNpjNn0ITKi9CtbtbUJjuxs9ihxqulSxw6reTmkNk027DtwW44RNCIzBVUUhjwlxY+TUJhARGP9k0v+ZiQn/z04YjKd1wi1eU4p4MRJMArXJaETRpqthCiOIk0mh3YoThvXAY5dMwMheJZqUPCPRI4wojOpnbBZGmFKFHAWUI8dGCyGH9Y69F1qmQ8FECCGEEEPaY2xcKwSDx6fgjEfmAwAmSylssulASl3ydPVRsc6VRYRplMEEzxtIXbNFGLfauFdRQsTKb2ccFiKYIqXDJQMxqdV/HkDw848YYQoMz6RLyUu2S57ZFBQ0eTYzTCYTvjeuT8h+RpEtEWEyTMmzmNXoGGuYkov8ecsRptrWYPrrmWN7Y3jPYlx9/OAuHVsqoWAihBBCiCEx24obTF4Xb61Tb2trmFJv+hAvQuSIfkMA0LNE1PqICFN4wSTX+Ii6L73duEzKU/K84SNMZknchkNfwyQLwmRiNpngUxR8futJqjgzHk/oNmsYwWQy+c8VI0zJY93eJry8aDt+fuIQ9e/AbjFr/iYm9C9Tbz/+oyO6eogphzVMhBBCCAlBUeTGtVFMHyJMdgGgv+QkF67JZTLQp+TFOr8XgslmMePBC8cDAEoDBhAidS3SuOWJo/jMZLFy5rjemv3daUzJE+8jFpc88bZkQZismiBFUVTRVhKlX49RlEik5OlrmGyB7ULksYap8zw9bwteWbwDx9//ufr9ztP9rU0ZXIkXrzwKX95+SjqGmHIomAghhBASglcJTqpjNX0w4vdnHoZCe+Rah2QRmpIX22RZRGQcVrNax9Tq9E8MxaTeGiEyZjZ4T3K068ELx+PIAeUhr5cqXBFS8sI1GZYRIkNv+hDtefEgR9msUazmI6XkyRbw/mMFomKm6KmHJDYWbalVb3e4tQ55ApPJhBOGV6FPoP9VrkHBRAghhBC4PD7NarxTWriPlpIXTQTJkY5UCib91DjWubJbisgUOfzvVTh8eSSL7nAYRdjk9+ywWvDyVZPV3kBOjw/ba1tjG1wCBJ36DASTaEIbSTAF/jfr+jAByUvLk63VjYSdjHFKnv85Ww9pP0dxnkxq3VVnRkkAoLwgmKoqBFO0RZRcg4KJEEII6eYcaOrAmLs+xqCZs7DpQAsAIFCKA5vFFLXZbKR0NZPJpIm2GKWJJYvhPUNd7mJBrvkpcvhT8VqcHk3aWKwpeQK9WMmzWfCb00diyuBKAMCCTYcSGmssRKphEhGmWGqY9KYPQPIEiEcTYTL+bEVT4KmjqkMeCydgxXdVPMwIU+eRLfXbXQFL8QTrBbMVCiZCCCGkm/O/lXvUqMSPn10MAHAGJsb61BsjIgmqHxzZTyMeihyp85u68Mgazf1Ypso+n6Kmh9ktZhQGIkzeQL8Zr2r6ECElTxdhMpnCT+gH9vCLgNqW2JrqJkLEGiaDnkrr9jZhmxSpCalhSkGESU5LDPdZfXzjCfhq5ikYWh3a4yfcd06fkke91HmMavTyGGEihBBCSHegw+2FoigaQbO3sQMAINrbREvHA8JPeMfXlKEkz6aZuBfl2Qz3TQYmk0kzllgK/uWJu81qRqFkcNHi9KgpeZEa1+ojTIqCsK5vFYX+9Ka61i4QTAaiwqwTTDtq23DGI/Mx7eF56ucV4pInvRevTzFsFhsvwlrdZjGF/azybBb0LjWuiQkXlRK1ZowwJQ+5xqzF6QYA5Nu6l4ToXu+WEEIIIQCA2hYnjvzzHFz94lI0dYQ2eA1k3kR1yAMimD4EJqtyH6ZURpgAbUTM5YlPMNktZpjNJlUktjo9MdmKx1OWJepBalMomJwRUvKEoFy1qwF3vrsGry/ZAcAvskTdViTTh2fnb8GYOz/Ggo2dSyl0B85NtHTPcNjCRPyEsBUijHKp88iLBY1tfsEUS+Q5l6BgIoQQQroh76/aixanB3PW7dekh4nmrS6vf5IUrWktEBrZ0dND6m9UHMVCurPI0bIOT/RIiGzxLSIyQuC1SIIp0vszmUwxiybR66m+KyJMBnUmQvzMWXcAL3y1HY9/vll97GCzE0Awjc2kRpiCz//7Z5vg8Sm4/a1VnRqj2xfdTCMSYSNMag1TqEueoihYt7dJ/XxIbMgRxsZ2v6iO5bqQS1AwEUIIId0QOdXuQHOHeluIDKcvdL9IGE1gxVS1ssihbivswgiT0x19YuySUu5EupqIgu1p6MCO2jYA0a2v5SjMWeP7hN2vKyJMkW3FwwsUIZiCKXn+7SaTCfqsuSitt6IiTB8SNQEJdz6EAAum5AUfe/2bnTjjkfm46T8rEnpNAjS2M8JECCGEkG6CPOHZ3dCu3u4IFC+JlLxY7YONUqTE4n4PSTClOiVPNJwFYut3JDetFYgxXv3iEnz07T4A0SMh8ir8jDG9wu5XHKjhanWGpkEmi1hMH4w4oAom/335Pemt06NZgUfDrdq1J5qSF80lT5g+BBXT0/O2AAA+WLU35Hm1LU68s3x3Uuqzcg3ZIKSh3S/0KZgIIYQQkvPIfXD2NcoRJv/2eEwfAOMIk5iwV0opeZ2daEfjlmnD1du+GJqsGokL4ZQnE21iL0duCiKIQvF5trlSMzFfvasRD83ZAMC4D5NRk11BfZt/MqzoIkxGz0u09kggvn82a6IpedFqmPz35ZS8SOL/kmcW48bXV+Ch2RsSGk8uIwumJjXC1L0kRPd6t4QQQggBELQHBoLOeADQro8wxbiSLNtuj+tXiqpiB+75/hgAQLHDipNGVGHigHL0Kzd2PUsWpx7WE9ecMBhA0IktEk6D9DWjKFikPkyANgITSWQGBVNqIky/f3eNejveCJMwfRDzYxPCR5hEalaiCCv3cOYN0Yi5hkn6CkQ6L+v3NwMAPlm7P6Hx5DKy6BTnvbvVMKU2Lk4IIYSQjKQ9TISjPWA1Lh7Oj8ElD9A6aV157CCcc3gf1TTAZDLh+SuOgqIoYS2kk8mE/mUAtCvjALD1UCtufG05zhzXG2aTCZcdM1CNdGgjTAaCKVpKnvR4pMmkiHKIzznZn4ecqhZvDVOrKpi0LnnyNv2+iSLs2qMJ0XBEc8kzMn2IJY0s1Smj2Yjc5PibbfUAKJgIIYQQ0g2IVKvx5ZY6uHz+CWciKXkOq9lQCHSFWAKC0S6PTjD97u3VWLmrESt3NQIAqood6FWSByC6YIokNABt+lqkz0z0eVIUYOOBFgzvGdqUtTPI6Y9FBo6E+kiRTKvTq44NCO2/JNPm6pzgC5ptJBZhCnc+9H2YZJ0n99hqc3kMLfON0jG7O0apraxhymDmzZuHs846C336+Fet3nnnnXQPiRBCCMlK2iMIpt+/uzbuGiZ5xd+R5voGEQ3ST/Ib2rRpZPubOtSJe7SUvGgTe00NU4SonLwyP+2heWpfm2QhG2wIi3gZS4SITosuwiQHcby6CJPHp8RkqhEO4ZIXzX0wHO1u4wiXGuk0qGGStV1LmAhZkSN1jZWzFf25B4AThlelYSTpI6sEU2trK8aPH4/HH3883UMhhBBCspp2V/jJbrHDio6AYIo1RUmOMKV79VmIFzEpv+t/3+LqF5dg7d4mzX5Ws9nY9MFA8NRURK69kqNZkcwFzGZtz6Ztta0RjxsvFYXBCNP4mrKQxyNHmETjWv99OcJkMGdWI1KJoKZCJpiS12zQbBmQI0yhKXnyIkE4y/kiRphC0OvigZUFGNEruZHRTCerUvLOOOMMnHHGGekeBiGEEJL1RIowje5TgvVb/WlrsfZNkk0f+pal1tghGvoI0/NfbjPcr8PjRUdg4iw7yhmlso3oFRqt0RxL+jyjiUw58GVOUZriCcOrNBbrgkiphfoIUzjybGZ0uH1odXo0Ai0e3GpD4MTW7qcMrjTcbtXVMMlvRa7bk8+X5tyluLFyNqJPyROGHd2JnP5WOJ1OOJ1O9X5Tk39lye12w+1Obgg8XsTrp3scJDI8T9kDz1V2wPOUGfz1kw3499c7QrafNa4X3lu1D+0ujxphyreaYjpfze3BRqw9CqxpPceK4h+82+tDhzN8g9h2pxtrdvmL2MvybeqY83Wzo6FVhagqsER8T7IM8Xk98MUYfGntcCb8WRn9PbkDjYcHVeYbHteE4GTXZjFpJr/NHf75kTdgLaf4fIbHKLBb0OH2oamtA+7ixFLYXC7/cc2mxK4H5fkWDKkqxOaD2gidJXA8n9cv/rw+RT2+7EzY0u5Stze1Bb8j1gTHE41svvbp3SZ3N7Rn5fswItb3kdOC6d5778Xdd98dsv2TTz5BQUFBGkYUyuzZs9M9BBIDPE/ZA89VdsDz1LV0eACbxT+ZBICnvzL++a/bvweAGR+s2Q97IBLx3ZoVsO5eHvU19jZaIGTDnE8+SsawE2ZrMwBY0dTSgvc++BDhpjtfr9mExQf9EY7Wun2YNWsWAGDdQROAYGrWtYMb8eGHH0Z8Ta83+P7FccITHM/chYuw/9vOrdjLf08bt5sBmLF92zbMmrUlZN91+4LvLd/sg9sblHr7DzVg1qxZqK31v5cVK5bDtFOMLThmk8cFwITZc+djU4KZWcsO+MdRV3swhs/LGJMz+JkL9u3ZjVmzdqrfgZbWVvX4B+qC+//yxa/wqzFeOCxAk8u/LwBsDfO5JYtsvPY1N2s/53K7kvA5yzTa2tpi2i+nBdPMmTNx8803q/ebmppQU1ODadOmoaQkcmg91bjdbsyePRtTp06FzcYCw0yF5yl74LnKDnieup7Gdjcm3zcXI3oW4d1fTPHbOX81x3DfUcMGY+H+bQCguuSdeMxkTB5UEfV1fvXVJ+rtGTNmdH7gnWDlrkY8vGYx8vLycfJpU4CvPzfcr85UDMAfoRg+eCBmzBgJAGhdugvYtFbd7+zvRX8/v132KVyBmp5o7//X38xRa6dGjz8Cp4/uGfX4Rhj9Pa36aD2wZzuGDhmMGdOHhzyn6ZtdeHOr/731LC9C04FghMaeX4gZM47DS3u+BpoaMPGI4Njk81tVVoza/S0YP3EyjhtqnBoXjdalu4DNa9GrZzVmzDgioWO8svcboKles23ggP6YMWMUVuxswMNrvkZ+fj5mzDgBexs7cHDRPHW/3W0mfN7aF3//4Xh/H7Kl/sf6Dwh+D5JJNl/7Hlg/H+hox73fH41P1x3AL04ajLF9S9M9rKQgss+ikdOCyeFwwOFwhGy32WwZ82XNpLGQ8PA8ZQ88V9kBz1PXsWT9IXh9CtbubYbVakVrhBSUssLQ38yywry4z1W6z22e3f/6Hh/gM0WqkQmumjd2eNVx5+uc0mJ5P2bpWNH2L3ZYUevxp4G5vJ3/vOS/JyXg52WzWgyP67AFp37lhQ4IwQj4m/j6n2MKHMNqeIzCPP82Z5SxK4oCRdH2qFIx+aNcVovxOGPB6LgOm/94dvXzMMFms2HtvkPQu2N/+O1+/2ubgn8TClL7/c3Ga5/43Eb2LsXFkwemdSzJJtZzkVUueYQQQgiJj+K84ISgqcMT1l0MMDYryMZGnqpLnk9RIzkywpSioT04UZ4xtrfmtrAZP/fwPjG9ZjzeDcV52n5AyUQYNoRzw5NNH8oLtJNFZ6D+yahxrYywmo/UvFZRFPzw6UU4/ZF5apNaGWFVHa0hcCRMCH2u3iVPCbxOU3v4scr26J1wSs9ZhOlDtF5kuUxWXQVbWlqwadMm9f7WrVuxYsUKVFRUoH///mkcGSGEEJKZyI5nB5ud6qTYiGIDh7B4XcMKY+zblEqCLnk+Q8EknNTkHkinHVat3nZYLdhwzxnY19iBquLQqJsRVx43CA/P2ag5Tjh+d+YoXP3iEgBAqytxa24jhDOgYVQHQL/yoIOh3j5dOAb6DGzFZcTzwok9l8eHv3z0HRZvrQMAbDrYgpE6l0FvQJmEG2csGA1P9GESj4n30tgePrIqmxp4fVRMeoS4TZWjYzaQVYJpyZIlOPnkk9X7oj7psssuw/PPP5+mURFCCCGZS4fUb+ZgszNiJCQZESY5opUuNBEmg5CBeFw8NnlQBUwGH0yv0ryYX/O6k4di4oByHNG/POq+U0f1xNRRPTF77X60JVkweXyRIzejpdoTBcDvzzwMK3Y24P1Ve9Hu9uKlr7apPnrhtIywmg8n9v63cg+eXbBVvW/U80iY80XqCxUNY8Fk3Ifp/z5cZ3gMp8er9usCGGEyQnwmjDBlCSeddJIaWiWEEEJIdOQeM3WtLk2DVj1GYscRYX+ZE4dX4YsNB3HV8YPiH2SSEWlZ3jApeRP7l2OLZEedjEa7NosZxw+rinn/wVWFAIC2CGltiRAtfarIYcUZY3rhwzX7MKp3Ca46fjAa29x4f9VeAMAd736L/MDnETbCFGjuGm7sTbpojpFo9UURdomi9mEKfG19CrDpQIth410AeHnRDhzRv0y9zwhTKOIzoWAihBBCSE4iCyanx4sWZ3Aye8HEfnhz6S71fr5BOp1R5MWIJy49At/uacLEGCIsqcZiMa5hevsXx+BAsxN7G9rxxtLg/nm2ri/pFmlt8abk+XwK1u5twohexn7esaRPPX7JEdhyqAWDexQBABy69y+aGhsdIs9mRkFg7C1O47GX6BrmGolWT5TUwVgwqmHSR5gURYE7QtjoT++vxdM/nqje74Y9WaOipnl245Q8mj4QQgghOYxTmqy6PD7srm8HAFwyuT/OPbyvZl+v3kYsDgrsVkwaWNGpCXCyEFELl8eHrzbXAgCG9yzChP7lmD66F84cpzVySEaEKV6EcUJ7nKYPzy7Yiu89ugD3f/Sd4ePBCFP4Y5jNJgytLlbPVbgoomGaYkkeikSEKczYZZEOGAumaOYUiSKiIOJr6IsimABg44EW9TYjTKGIy0J3jjBRMBFCCCE5jDx5Xbe3CX//zG+e1K88Xy2QB4CzxvfJSkc8I+SJ3QOzNwCAJhWxqtiBv5w/Vr2fnxbBpI0wvbN8N85/4kvsb+qI+Ly/BITSM/O3Gj6eSIF+uCii0fy4Z0leyNj16AWT00AwCXFusXQiwmTw1KDDn6hh0r7+r6ePCHnOhv3NIeMiQdRzxQgTIYQQQnIRebL4wlfb1dt9y/JhlcIQh/Uuxohexbj+lKFdOr5UYDOHTm/supDLpIHBZryxph0mk0JdlObG11dg6fZ6TP6/T7HlYEvY5/Upyw/7GCBNbpMQDZBFV3FATJ85rrc69nC24nojC6MaJk8SJuFG583r1QpGn6KophMjexXj0qMHhDgfbtJEmCiY9KgivBurhm781gkhhJDcZk9DO77cfMjwsX7lBRoRIW7fMm0EBlUWdMn4UoVR1EJvdjGoR6F6W44wdBUiSrNwU22IQJrx9/lhn1dRaFdv6yM5gJTqlgTBJOuRWb86Hg9eOB6XTh6A6hK/e+D22lbD57XHkpKXot4+am1U4LCKAri8/vE4rGaU5tuw8DenaKKpO+va1NsUTKGwDxMFEyGEEJKzHHPfZ1i4qdbwsZryfNiswQmQXMdyyki/21vPkth6EGUaRs5rHTprazk60askdvvwZFEgGWw88ulGzWP6scrsawym7NW1ukIeT2aBvnyMmooCnHdEP5jNJowNWJNvOdSK5o7Q/kbt+giTUUpeEoSd0TP171+OMAnRbLeaccLwHupzmqRmzh4KphC8Kao3yyYomAghhJBuSI8ih2q/DWgjMDeeOhQ/GOTFGz+bnI6hdRqjSXiPInvIto9uPB4/mNgPM2eM7IphaZAFU6w1VMt31GOfVONUayiY/P8nJcIUZnuPIgf6luVDUYA1u5tCHg81fQiNhCUzdVBGCJ5g41pFTUt1WIOf85/PHYsJkp24wMf2NRoURVEt2TPB0CVdUDARQgghOYgvwkp5gd0Cs9mkTcmTBFOezYLjeinoHUfj1kxCvxJ+5bGDcPsZoaJoZK8S/PUH49GvvOtTEGWh0Ls0cl0S4BcYry7eodlmJJiS6T4XaYIsokyrdjWEPBZLDVMyImFGTxUud8Je3O1V4PQEU/IEFYV23HfeuJDne+grrkFOUWSEiRBCCCE5RXNHeLvq964/DkCwyScA2C1d7xSXKuSJ/gM/GI8/nDUKQ6uN+xali16SGC3OC3Un1Ft2//6dNXhD6pkFAIdaIqTkxRkN0JtiAMYueYJhPf09nHbWt4U8phdMRimG3iQ0rjV6pjsgeEStl9enYG8gjVFfx2Zkp84Ikxav9HkwwkQIIYSQnKKxPbS2RNCj0F+bZJMmybZO2DtnMunosRQL1cV5GBgw1zCapI/6w8c49/GFmL/xIBRFwb+/3hGyT4uBS12iQkQvJgBtCpse8bka1SfpTTT0AkoeZ6ca1xpEPIT4tFnMahrmjoCpg14gGb1n1jBpkdtS0fSBEEIIITlFOME0fXRPlOT7J5VyVCFXJ0N5tsyd6kwc4Lc2DzdJX7GzAT9+9mvUtxmfS725AtCJCJOBeKiJkKoovjuyYOpwe3HT6ytUgSJocYaOPxlGAvIz7z9/HI4b2gNXnzBY3VZd7I/i7VQFk1YAGkaYKJg0yBGm7pySlxsd6gghhBCioaE9NF0LAJ768ZHqbTklL9fmQqX5NjS2uzGhf3m6hxIWEQWKZmXdFEb86u27gcSFiF48FDusqrA2QggsuT7pfyv24O3lu0P2NUoPFcLEmqTGtRdOqsGFk2o0j1eXOLB2L7Crvl0zZoHDIPrICJMWnyYlL40DSTMUTIQQQkgOYpQGpUdOyUtH89ZU8tXMU9Du8mr6FmUaIgoUzWggXD2aUW1QsGdOfGPRC6Y+ZfkRvxOqYJIiTLsa2g33bTEYvyeJ9ufhKAz0ujrY7AQQ+h6NIkzsw6RFkb5iqTxXmU431oqEEEJI7hLLxE+uW8q1qVCB3YrKoszuI6VGmKIYDTTrUtoKA5bkoeYKXizZXg8g/snt6WN6a+4bGVHIiJQ8pySYihz+cY3sVYy+ZUHnv2aDWqtEhZ2WyO9RCCIhzop078mozouCSYsmwkTBRAghhJBcwii16NihlZr7uRZVyjYsakpe+Ea1QGiEqTwQNdP3O3pu4daQY8fKjacNw51njVLvR5scG0WYxO3Da8o0+xpFmIKNa1M3FdWn4B0/rIfmvtH3P5p47W5oBVMaB5JmKJgIIYSQHMSj633z5e2n4IUrjgq7v5GtNEktIsIRrW5GL5hEmqE+wrRTMluI1/Qhz2bBZVMGxry/voZp7voD+NsnGwBoUz0BYzc/8Z47Y84YzQlQn3I3oSZ6PRsjTFrkj6M7L7CwhokQQgjJQeRJ+MDKAvQpM26O+pMpA7BxfwsmD640fJykDktALXij1DAt2VanuV9eYBxh6myTUY3IivJ0fYTp8c83hTwmMBJMH6za6x9nJ8IWM2eMxJLt9fjpcYMMH5dNHa4/ZWhMIpKNa7Uoiqg1S/NA0gwFEyGEEJKDyJPn16+ZEna/P54zpiuGQwwQoiZahOm1b3Zq7osIk94lTz5MZ+tNoj3bEYgiuQMRpm+21auP6SNMTt04l24P7tuZlLwBlYX45nenho18yBGmkjxbTMd0eSOnR3Y3xHeqO9cvAUzJI4QQQnISMQk/Y0wv9CzJS/NoiBHBlLz4JukiwhQqmIKKyemJ7pLYGYxqmNTHdHl2ehEipw52NhM0opOfdPBIFukAkB+IRnXE4C7ZnfApqXczzAYomAghhJAcRNQw5WpD2lxARFecBvbgkSgv8EdL2l3B59W1uvDWsmAPpNZOTvyjzY8jCSZ9hMntVTQNYQsdXZPg5LDFHmHqWeJ3VDTqbSXT2O7GA5+sx6YDLZ0fYBYgBFM310sUTIQQQkguIlLyohXGk/QhmrY6DURHJIxc8q59ealmnzaDuqFkYtS4Vv+YjLyfsEUHgPYURnQc1uDrFEcRTNXF/iisx6dgZ10bXlq03XBsd767Bo9+tglnPboguYPNUBSm5AGgYCKEEEJyEpGSZ6X7XcYion/xps9VGtQwLd6qNYY4cmB0R7hImKJUMcl9mGav3a95zGoxh0QkZMEkRz07GwmLhFzDVF5oLJjOHt8HAHDT1OHqthmPzMcd76zBVS9+gzaXVngu2FQLIHokKlfw0fQBAAUTIYQQkpOIlDxGmDIXYfqQaIQp3KT9D98bhaHVxQmNSdTyHKfrWaRHTsm763/fah5TDHoZuaX3KPc6ak1hJExODawK08T44YsOx9Lfn4ajB1eoIk802l24qRb3ffidZv9DLc7UDDZDoemDHwomQgghJAdR+9xQMGUs4tzo7cGHVRdFfF6FmpLng5HB3oT+ZQmP6ZObTsC9543F1ccPjrifiDC5vD4M1Y3XqPerHGGSPS70vaSSSZv0uQqRqcdsNqGyyAGTyYQ8KYVP8OJX29Xbi7bUJn+QGQ5rmPxQMBFCCCE5iKhh0hfgk8xB1DB1uIPRwLV/nI6aioKIzysrCKaXGflFdMZUoaaiABcf1d+wDklG9DhSlGCKoMBroJhkcwjZzU8vtpJJc4dbvR3L30G+PVQwyUJhwcZDSRlXNqGogql7KyZeRQkhhJAcxO1lhCnTCdYw+cWEzWJGgd2KowZVRHyesBUHki+YYqVAEhcN7W7NY16DsJcrTEreRZNqUjA6P3ohF408A5FYIDW/Lc2PrZdTLhFMyUvvONING9cSkmF8tGYfRvQqxqAehekeCiEki/H6WMOU6QRrmPypYyLi9NPjBsGnKLj/o/WGz5OjJZ/uMeNC3eOFBpGSZGOzmGGzmOD2Kqhvc2ke8xkJJiklT0QtxvcrTWkE9PsT+mHtniYcP6wqpv3zDD63PEkwdZUdeiZBlzw/CX1LGxoa8M9//hMzZ85EXZ3flWXZsmXYvXt3lGcSQiLx+foD+PnLS3Hy3+ameyiEkCwn6JLXvSc6mYwaYXIHI0zi/1+cNBRj+5ZGPcZnewyiIvaumdgLMbF8R4Nmu1FdlSbCFLiZ6jQvu9WMu88Zg9NG9Yxp/3xbZMHkNrBQz3V8TMkDkECEadWqVTjttNNQWlqKbdu24eqrr0ZFRQXeeust7NixAy+++GIqxklIt+DLTd0vP5oQkho8akoes+8zlWAfJn+ESZ8+WeiILVL0lc6MIFr9UbIosFvQ3BHqcmck0rWCKTPTRfMMBJNsTS67Eo7pW9IlY0o3tBX3E/df1M0334zLL78cGzduRF5enrp9xowZmDdvXlIHR0h3wu314Zn5W9M9DEJIjuBh49qMR4hZNcKkO1dFUgpYQYQ0u5/8a2nYx1KJPiIzomcxhlYX4dLJA0L2NUrJs2RY1MIowuSRwmWym2F3WYhgSp6fuCNM33zzDZ566qmQ7X379sW+ffuSMihCuiPba9vSPQRCSA4hapgybRWfBLHqTB8sushMvpRad/4R/dCvPB/j+pUBAH49fQT++nFojdPnt56UmsEakK9L/fvNGSNwykjj9Dc5nc2boVbVRhEmedwdbjlK1j3S8xhh8hO3PHY4HGhqagrZvmHDBlRVxVZURwgJRb8KvPlgS5pG0r1QFAV3v/ct/rWQ0T2SW4iUPBtrmDIWsWovoi82XdTiyAHl6u3SfBuuOXEIpgypBABcd/JQw2P2K89PxVANybdpx+sw6GMkyI6UvNBpsVYwBSNM3aWcSQTYunsNU9yC6eyzz8Yf//hHuN1+C0mTyYQdO3bgN7/5Dc4///ykD5CQ7oK+mPTUB74wdBoiyWXZjgb8a+E23P3e2nQPhZCw1LW6DK2aIxFsXNs9UoeyEf1CmV5A/Ghyf/V2LIYDRQ5rl/bd0ptLyPU++vm10yOn5Pn/z7Q0L6OUPFnoaQVT91BMaoSpm19G4n77DzzwAFpaWlBdXY329naceOKJGDp0KIqLi3HPPfekYoyEdAtcBj+G98xal4aRdC/qW13RdyIkjXywai8m3TMHM99aFdfzvKxhynj0KXhWndiR77c4Q80V9HR1nyB99FI/fhkR8QSC301zhn035ZQ8IV7d0rhl0wdPN1nQVNSUvMw6V11N3IKptLQUs2fPxvvvv4+///3v+OUvf4lZs2bhiy++QGEh+8YQkijyRVnw7IKt3dLGNJU8PGcDTvrr51i1qwEA4PGFFiITkkn8+YO18PoU/GfJLs1qdzTEtYO24pmLXswapU9O6F8GAPj+hL5Rj1dW0LWCyan7PkaKusgRUq9q+pCacSVKvmSsUR74LMOl5HWXDBBfhkYDu5qEjfqPPfZYHHvssQD8fZkIIZ0jnDBasq1ezVknneeRTzdCUYCfv7QUX848FS5JqHp8Cus9SMZRUWjH3sYOAMDWQ60Y0as4pucxwpT56FPwjGp6Xr3qaOxuaMfQ6qKox+tqwfSb00finMcXqvcjpX+6DRanMm0SLkeYSvNtONTigsenwOdTYDabsKOuXX28u0SYhDDMsFPV5cQdYfrLX/6C119/Xb1/4YUXorKyEn379sXKlSuTOjhCuhPuMCvH22tbu3gkuY0IItW3+esw5c+d0TySiXjCpARFQ6T5soYpc9HbautNHwB/1CMWsQQAZfn2pIwrVvT1UuP7hW+0q4kwBS61mZeSF3w/5QXBz9Lt86Gu1YV1e4OmZ4wwdS/ivoo++eSTqKmpAQDMnj0bs2fPxocffogzzjgDv/71r5M+QEK6C0Y1TEAwdYEkF3Htl1PyjNIiCUk3oqkpAPzqteXY39QR9Tn3frgO8zf6G2H3Les61zQSH/p0yc66xh1eU9ap58eLHJG/8thBGic1E7TvRb6+ZqpVtWz6IEfr3F4Fu+vbNft2lwiTkqHnqquJOyVv3759qmB6//33ceGFF2LatGkYOHAgJk+enPQBEtJd0E/WKwvtqG11dZtVrK5GXPtdjDCRDEeuE9le24Zb31iJl34a/vfW4/Xh6XlbAABTR/XE0YMrUj5Gkhj66F9n680uPTq0YWwqkU0eoo3d6/Oh1enBn95fi0MtfrOdzLMVl1PypAiTx4dDLU4AfpHo9irw+vz/Mu09JBtGmPzEHWEqLy/Hzp07AQAfffQRTjvtNAB+Ber1xp4qQAjRIibrg3sU4o2fT1HrlrrLKlZXI1ZC21zB6xYFE8lE9EYPK3c2RNy/1eVVU08fvujwbt8/JZPR15fFW2/26A/Hq7f7VxRoTAu6Anm80YSDx6fgmflb8No3OzFn3X4AmTcJ712ap97uX1EgOeX5cDAgmHqW+PepbXVhwh8/wb057mbrU5sMZ9a56mriFkznnXceLrnkEkydOhW1tbU444wzAADLly/H0KHGTdQIIdERk/U+ZfmYNLBC/SGKt/cKiQ1x6ZcFk4cpeSQD0TuRRUsdbXP57adtFhMKHQl7O5EuQC8YItlyG3H66J7q7YIuFkuAtoYpmtjzeBUcaHZqtmWaYDphWBWuO3kIzjuiL648bqCacuiUIkxCMAFAU4cHTwWiublKpqZPdjVxX0kfeughDBw4EDt37sT999+PoiJ/IeLevXvxi1/8IukDJKS7IFaRxQXaTMGUdDxyBClw8ZeL6MPVkRGSTuQaJkBbd2dEa6Bfj76pKMk89Glsibh0Di/1YUOjGVceOyhZw4oZefzRxI/Hp6BIJ+AzLZ3NbDbh19NHqvcL7FZ0uF3418Jt+G6f3/ChZ4kjXcNLC5naZLiriftqarPZcOutt4Zsv+mmm5IyIEK6K2LVWKzYqREmmj4kDXmlPhhhCjaDZEoeyTR8PiUkohQtwtTq9AuswjREHEh8hNqKx+9oeNUIHwYefjQmDeqRrGHFjJGrXzg8Xh8KdSI+0yfhxXlW1LW68NzCreq2UgMnwhmPzMcRA8pwx/dGwWHNrb87Rpj8JLT8tHnzZjz88MNYt86ftzlq1CjceOONGDx4cFIHR0h3QkzWbVb/D5D4IfUyTSxpaASTQQ0TU/JIppFI1LM1sAjAdLzMJ6RxbQKzUocFmFBTlpYaE4sUYYp29fT6FBQ6tGIi0yfhxXmhf0Ml+aHb1u5twtq9TRjRsxg/njKwC0bWdYgkF9YwxcnHH3+MUaNG4euvv8a4ceMwbtw4LF68GKNGjcLs2bNTMUZCugVCMNktOsHECFPSkFObRHpem5MpeSRzcbpDv5PRIkfiO11AwZTxxNK4NpPRCD7db5V+fu3xKSERpUx/v8WO0EbAJXnhmwPvamgP+1i2EjR9SPNA0kzcV9Pbb78dN910E+67776Q7b/5zW8wderUpA2OkO6EmKyLHHbR0JC24slDnnyKz7tNqmEK1zyYkHThNHCfFVHocKgRJqbkZTx6wRCv6UO6kU0fov1Ueby+kPq7TI9aFBlFmAy2CfqU5l7Ps2Afpsw+V6km7r/MdevW4ac//WnI9iuvvBJr165NyqAI6Y64PdoaJpHLTlvx5NHhkS3EFfh8CtqlGib5s35uwVY8PW9zl46PED1GEaZoqaMizZSmD5mPXjAlYvqQTuTxK1GS8jwG9XiZrg+NU/LCR5h8OZgREjR9SO840k3cX9WqqiqsWLEiZPuKFStQXV2djDER0i1xBVaSg4LJv50peclBURR06CafLq9PU8Mkok6NbW788f21+L9Z36G5w92l4yREZnttW8i2aOYkQZc8RpgyHavONCHTU9Q6g8erhIh9S4ZHLYzS7yKl5Ol/Y3IB1jD5iXv56eqrr8bPfvYzbNmyBccccwwAYOHChfjLX/6Cm2++OekDJKS7IJytxCRHRJho+pAcfv7yUnz87X7NNr1gEil5okEhAERxcCYkpby1fFfItmhRZ/Gd1hfYk8wjNMKU4SGXCERb2/P4lKxLyassDHXEMzJ9EOhbAOQCdMnzE7dguuOOO1BcXIwHHngAM2fOBAD06dMHd911F2644YakD5CQ7kJzh39VuDiwesUIU/L4anNtiFgC/L2vZFvxf8zdjGmje6G+zaVui9bzhpBUIpwdx/YthdPjxYb9LfD6FCiKEnayyZS87CHbTR9kov1SeXy+EGOdTH+//SpCa5IiRZj0TaZzAR9rmAAkkJJnMplw0003YdeuXWhsbERjYyN27dqFX/3qVxm/UkBIJiNSv0TOtEhVYOPaznPxM4sMtzs92gjTip0NWLDxEB78ZIO6jYKVpJO2QHrdj48egDeuOUbdHqkXk6jLY0pe5pMMW/FMIaYIU0gNU2a/3+E9i0O2FUuCSd8suMOdexEmNq7106nlp+Li0C8SISQxghGmgGASKXkUTCmjw+1VP3fBpc8u1tzn50/SSauaXmeFVTIE8Ph8sIdZ8xTPyadgynhyKiUvSozJ61XUdg6CTJ+Dj+5TittOH4H7P1qvbit0WPD1b0+Fy+tDfatb09Q2lyNMmX6uUk1MgmnChAkxR4+WLVvWqQER0l1pdvojTCX6lDxO2FPGD582jjzJsJltKIu21OLBTzbgT+eOwYheXDhLJaqBg8OiEUyRI0wBkcWUvIxHb3oQzTI+o4kaYfLB7csu0wcA+MVJQ/HQ7A3q31yB3apGmfqUKjhyQDmWbK8H0HURJkVRUNvqQo8iR8pfy8cIE4AYBdO5556b4mEQQkSkQxSUMsKUeg42B80d7vjeKPzp/dDWCPHYxHp9CpZsq8OYvqUozOGmoUJo/uylJfji1yeneTS5TZskfmySo5p+pV77HP+1hBGmzMes78OU4SlqkdBfKfUTbH9Kni/iPpmK/DssRwXNZhPevPYY/GvhVtz93touizDd9uYqvLF0F1766VE4flhVSl+Lpg9+YvpFv/POO1M9DkK6NYqioK7VbzSgN314Y+kuuLw+PHzR4awTTBCTKXp+fZ7NeGU3nj5Yryzejj+8+y1OGVmN5y6fFM8Qs5Ld9bnX1T7TaAlEmAodFpjNJphN/hXfSN/LVpfWcZNkD/YsjjApuovsIz88HJc99zWG9yzG4q11hrbiesGYreTZ/H9rH6zaiwcv9MJhTe3f3htL/e6Zj322KeWCiY1r/cT8l1lfX49HH30UTU1NIY81NjaGfYwQEp2XF+9Ac4cHDqsZvUvzAAQjTADw7oo92FnHyWkiuL2+ELFk1IzQHqZ2IJ4I378WbgMAfPbdAdz0+oqYn5et5GKTxkxDmD6I9Dpr4HsaqRcTU/Kyl2yuYdKLhHH9yrDsjqm49OgBAIAFmw5h44EWzT7ZkJIHhL43PSJ1FgCW72hI8WiClEZoopss2IfJT8x/mY899hjmzZuHkpKSkMdKS0sxf/58PProo0kdHCG5zLId9XhkzkZsr23FHe+sAQCce3jfYIRJd20SNU4kPm40EC76vO/fn3kYHDbjH8RYBdMbS3Zi66FW9f7by3fHPsgshdmiqcXnU9AWqIkoCPRUEi5q+pX6pg43bnp9BW7/7yrsbewAwJS8bCQbBdNvZ4zE6D4luPr4wSGPmUwm2KQfs9W7GzWPZ0uAKVwGgqC6JE+93ZXGDyUpFkwvL9qOBRsPAciec5UqYl5++u9//4sHHngg7OPXXHMNbr31Vvzud79LysAIyWVanR6c948vAQDbaoOT7DF9gwsSFt0PZ30rBVO81LW68MGqvSHb5VW5Cf3LcNXxg/HRmn2GxxCCKVLfGwD4z5KdIdvcXl9WToBIZtDm9qrR0SKHHGHyhvQHe2f57hCRzghT9mHTr5RlAT87YQh+dsKQsI/L2RJ6siUlL99mQT3C/wafPrqXeruxvet+q1MZYfpqcy1+H1jMBZiSF/Mv+ebNmzFs2LCwjw8bNgybN29OyqAIyXU+WRucnK/Y2aDevmBijXpbn6ogN1N9/PNNuOqFbzRNV0koS7bVae6/9rOj8e51x8Ih1Qn0KfU3JnSEqR3w+BQ0d7hxwl8/x8y3VoV9Lb09OaBN0yAkXuoDdY12qxn5gQiomFDrXfJqW1zQwwhT9hEuNTibCXdtBbLH5CIvTAaCwG41Y/rongBSL5japd6BkZrodpZlO+o19yPo3m5BzG/fYrFgz549YR/fs2cPzN390yQkBtpcHvxV6ukg0rhOO6xaM8HR/242SILprx+vx5x1B/DEXC5SROK7fc2a+0cPrsT4mjJNYXXPQCpFuGJrr0/Beyv3YmddO/79dWgUSWAUSTISUYTESkObf+JVXmBTo5vWwO+sPiXPqKaJpg/Zh7WbCaax/Uq7cCSJc/7EfgCAkRHaKAjx0pRiwSQvnqbyb/xAU4fmPmuYYmTChAl45513wj7+9ttvY8KECckYEyE5zdvLd2NPY0fIdv1KkT6NoS6Qkic7ET362aaIxd+C+lYXXvt6B5o6uldanxzhGV9Tpt6Wf8B7lfrrmWTBNKCyQL3t9SnwSulPeicoQXug1uQfPzpCrZFqYYSJdAIxMSovsKvbRC8mty4lz+i7xpS87CMbU/KiYbQYlW+z4IwxvXD0oMo0jCh+fnbCYPzjR0fg5asmh91HpMelOsIkC6ZUGu/s1LmgMiUvRn75y1/igQcewGOPPQavNxgO9Hq9ePTRR/HQQw/huuuuS8kgCckl9jf5e/+M162s6Z3b9AuNbW7/hKjVpW2Mt722Lepr3vDactz+1mqcH6ib6i6ISeSPJvfH6z87Wt0u/4APq/avGMqpMHefPRrDqosAIKRWJFxBr0iT6FOWr55LCibSGb7b53eeLSsILqaISKYcYfL6FLz41faQ5zMlL/vIzZQ87fewwG7Bsjum4olLJ2ZNDZPNYsaMsb0jNooVBgypjjDd/t/V6u1UGu9s2K/N0MiSU5UyYv7LPP/883HbbbfhhhtuQEVFBSZMmIAJEyagoqICN954I26++WZccMEFqRwrITmBKzDhHtSjULO9WBdh0geOOgITcv3FWHZmC8f8gMvNxgMtmL12f1zjzWZE08+BlYWaHHS53mPy4AoAWhHlsFrU5oQ+n/ZHKdyPoejwnm+zqAX6zd0sokeSy//N+g6A9vsnaj4ONAej1B9/G2pYYjWbsrqnT3fFloPnzKFzmCvLt+WkmBd1hql0yfP5FI3TYKoiTPubOrCLESYNcf1l3nPPPVi0aBEuv/xy9OnTB71798YVV1yBr776Cvfdd1+qxkhITuH0+CfWvcvyNekX+giTmIAH7/svwvq0uu210QWTzOvf7Ihr/2yjucOD5xduxc66NjUlT1gyCw42O9XbBYG0JXlyabeaVcHk8fk0kaJwaY1tUrPQoGDKvQhTuJREkjpG9Q66Z4o+Nre+sVLdZiTiWb+UPdx2+gj1di66auqjZrnajkD8hrhSKJj0vz++FH2Yc9aFLqx2c70Uu6244KijjsJRRx2VirEQ0i0Qq0/5NgtG9ipRV4uqS7Shfr1gEjUyTe3aSXi8q1liMp+rvLNiD/74wXe46721mDLYnx+vr+U41OIMeZ78o+6wmtWVfK9P0UxIG9tDRZCiKOr5ybNZUBgQaO269MlcQO/OFs1unSSGoiiwmE3w+hT8/MRQy2axgAJoU/YEBaxfyhrOHt8H9weMgHKxhkkfYfLm6KKLqI0Vi6KbDjTDZjFjQGVhpKfFhTCCEaTqs6wzcN00Ife+m/GQe0sZpFuwdHsdbv7PCtQaTHwzHWdgoiPbkAL+tDGZ0AiT/76+oFTvlhWNVDe6SzeiRgwAdjf4Uwr0q+1NBpEfh1UrmCyyYJL2N1rNl0Vrvt2ipv+1u3NPMHV4tO9p9tr9+HprHSNPSWB/UwfeWrYLTR1udLh9ag+wIin6fNKIKgBAn9LIjTJdMZjBkMxAXqzJxQiTvoYpVVGRdGNXBZMPX22uxWkPzsP5T3yZ1Pf7xlKtU2uqPkqj3673V4V3yu4OcAmKZCXnP/EVAKDN6cWTP56Y5tHEh1h9cljNOKJ/ubo9VDBpJzziAlbXqhWJXh8jTDLyhH5vo18wFere891nj8ad//sWt04brm6TU/LMZpNGMMn9rvRCFtBGkvKknjltORhh6tC9p5+9tBQAcO1JQzCubymsFjNOHlGVk/bIqeaP76/FB6v2Yny/UvzzskkA/GkwBVL93U+PG4S56w9qFj6MUoDkNgQks5FFUi7WiehtxXM1wiQLJlErfKjFhQ6PN2kR38c/17YSSZX41M8/gOBiTXcl637RHn/8cQwcOBB5eXmYPHkyvv7663QPiXQhXp+CD1btVe9/ZFDsnOmI1WCH1YIj+pfhpBFVOGt8n5C0msFVWgElIlOHdKFydwwXTPk3OEcX91RkkSLSx/QRpp9MGYAvbz8F1508VN2mL5AP1jApmgmp0cq9qCuxW8ywWszq6xmJq2wnXNTsibmbce0ry3D1i0vw8qJQxzYSnUWbawEAK3c1BsW+3apxEhPRS/k7Ka4pJVIk6s/njk35eEly0F57cu8Cra9h8saZFZEtiEiay+PT/OYma+Hsn/O3hGxLlemD0XX+j+eMSclrZQtZJZhef/113HzzzbjzzjuxbNkyjB8/HtOnT8eBAwfSPTTSRcxZtx/XvbpMs01Y72YD7S6vuvLksPon189fcRQevXhCSB3IOYf3xe/PPAy/OnUYAODrbXU42OzUGBYAUNN2IlFZGOzjkouTeJk2Z+j700fVTCYT+pTlaz5z+Ue92GFVG4T6FEWT8uQ0WHmbtdov4icN8kcM8+y5W8NktPKo55n5W7tgJLmHHDW6+sUlAEK/uw5pFVsgxJPstDkuSxqCktxMw5PRW4d3hwiT3B8xWb8Df/5gnXpbZDGkagFUzBN+fPQA9Ciy48bThqlN3rsrWfVX+uCDD+Lqq6/GFVdcgVGjRuHJJ59EQUEBnnvuuXQPjXQRmw+2hGzbWddusGdm8sTcTeptfSGsHovZhKuOH6zaXgPApf9cjIOBuq08W2g/lnDINThOTy5O4r145eudaHYDLa7Q+qTeZflRj2G1mPHwRYfj/74/FtUleeqPvMerjTA5DSJMwn719DG9AQR/zNpyUJzGUpdFO+vEkBczRC2ePkNLrGK3ujy4/6Pv8MGqvWrUU3baLJcWSUhmIxs99CqNfq3Kdo4b2iPdQ0gJDtUlz6v5W05FLeuPpwwAkLoIkxj/8F7F+OZ3p+HG04ZHeUbuE1NS5RFHHIFPP/0U5eXlmDAhdCVcpqioCKNHj8Zvf/tb1NTUJG2gLpcLS5cuxcyZM9VtZrMZp512Gr766ivD5zidTjidwdX4piZ/JMLtdsPtTm9/FPH66R5HttFiUHDf2NqRss8x2efp2z3B/glWKDEd12oKXhDX729GeYH/z7a62IEdde1weTwRj/PrN1drJvztzsj7ZyOvf70Td723DjaTBeNqtO/NYjbBYY7tsz5zTDUA//k2B1JjnG4POtxBEdbuDL1+7K73Nw/uWWSD2+2GIzABautI/7Um2bS0RzdacXt9Yd83r33hCdfjS/6sLPD/LTe0ufGPuf56hhlj/OYx8i9zsc3Uqc+Y56lr+fK2E+H2+mK+Vgmy7TxVFtrxp7MPy5rxxoM58Lfp9PjQLi3cNbU54XbndfpcHdG/DMt2NOB3M0aomSYejzcln2VboJWGzaTA48m99hgysX5+MQmmc845Bw6H3/L43HPPjbiv0+nEp59+iksvvRRffPFFTIOIhUOHDsHr9aJnz56a7T179sR3331n+Jx7770Xd999d8j2Tz75BAUFBUkbW2eYPXt2uoeQVazaYoY+MLpo2UrY9qxI6esm6zzt2Rcc/4rlS+HcGn11aHcrIP+p7jtYB8AEn7MNgAlbtm3HrFnhU6DeWan9M9+2czdmzdoZZu/s5P2N/s/VrZiwelcD5Kljuc2HWbNmxX3M2oP+Y65ctQoHDpnVY67+di1mNXyr2Xf7IQsAEzav+gbtm4HN+0wALNiag5/12nr/e4vEgca2qJ85r31avArQ6gr9SZ5Q0qr5LBucgP6ne+H6fQBMMDsbIa4vn8/5OCnj4nnqWlYk+LzMP0/+7+z3+7Vj0Rdz0jyW1LAr8Fvd1NKG7btaIf4W587/ErtLg7/1iZ6r/YHfmbqta7GlyQTAjM1btmLWrM3Rnho3u/f7X+u7Naswa9/KqPtnM21tbTHtF5NguvPOOw1vh2Pz5s0YPXp0TANIJTNnzsTNN9+s3m9qakJNTQ2mTZuGkpKSCM9MPW63G7Nnz8bUqVNhs+W2zXMymf2fVcB+rdHDgCEjMOPEwSl5vWSfp9cPLAEa6gAAUyYfhWOGVEZ9Tl2rC/evmqvezysqAVqa0aeqArta69Gnbw1mzAj/9/arrz7R3C+trMaMGUck9gYyiOYOD3bVt2NkryLMc36Lbw75LU9dPr+wGV5dBLPZhJ8cXYMZE/vFffwPGldgdf0BHDZ6DFa27gRa/emgg4YMx6nHD8Qby3bj+KE90OL0oO2rRTCZgIvPnoZChxXty3bjza3forSyCjNmZJeLYzQs3+4Hvov8A+rymXDiqdNC3AkBXvvC0dDmBhZ9DgA4Z3xvvLvSXxf3559M1aTa1bW6cOeyuZrnNrr93/kpowfjmr4lqCyy46iBFegMPE/ZQbacJ/ugA1i1uxE3nTo0Z/u2bTrQgr+u+hJmqx3llaVA3SEAwLgjjsTJI6o6fa4e2rAAaGvDCcceDdPGWszZvQX9Bw7EjBkjk/1W8OyORUBTE6ZMPhKn5Lg7nsg+i0ZK/IWHDBmC/ftDuwR3hh49esBisYQcd//+/ejVq5fhcxwOhxoZk7HZbBlzYcmksWQDTQYF/W0eJeWfYbLOk+z+6/KZYjpmzzIb3v7FMfj+P74E4BcKAFAUKPD2BcYXK19sPIRf/HsljhvaA5cdMzDm52UaN7+8HHPXH8TPThiMhrbQlIGHfzgBo/okvjBiU3uHmOCS6sQ8CnDjG6sxZ90BnHZYNeas85vOKApQVuSvPyjO91935m2sxdp9rRhfU5bwODINd+CjKHJY0eIMn6rR0OFDWVH47yWvfVraPf60kDybGbfPOAzvrtyLArsFFcXampbigvCTzXy7FWdPSF4qPMDzlC1k+nk6Y1xfnDGub7qHkVKKAtd9p8en+c1w+bS/0YmeK1ELVZzvgFX6fUrFeXd6/OMvzrNn9PcqGcT6/mISTNHqlmSWLfM7mJWWJtehx263Y+LEifj000/VtECfz4dPP/0Uv/zlL5P6WiRz0TdtBYAWgyakmYrsbBVPP6TDa8pgMZvg9Sk40NwBINhbKBaXPAC46MgavL7Enx42e+1+zF67P6sF09z1BwEAT88LtVoFgJ4loYsl8WAVfZiUUEcyIZLE/wBw8VH91dulktvZOY8vxJe3n4I+MRhPZAPCJW/igHJ8seFg2P0OtTgxsEfyOtznOnWBvkkVBXb0Ls3HnJtPMGwyLbs5HjmgHEu216v39f1uCCFdhzC7cXl9GnOlZLnkiePk2y2wBObkiZg+dLi9cFjNEef1Qpw5bJHTr7sTMV1dzz33XJxzzjk455xzMH36dGzevBkOhwMnnXQSTjrpJOTl5WHz5s2YPn16Sgd7880345lnnsELL7yAdevW4dprr0VrayuuuOKKlL4uyRyMGjRGWuXONJyBi9D4fqU4enDsKTMmk0mdhIveQoUB6+pILnkeydHt0qMHhDyerRbjSgw/EhWddAkTP0hen08rmAxc8kryrLjr7FHq/ZG9izWPX/6v3OkXJ360S/JtOGNML1QXB4XpuH6lajStvi33irpTiWhIXVHk/94OrS5GdXGoja/cEPhYndsY3QkJSR9iMcPf7Dz5LnniOPk2C4RTe7y24gebnZj05zm45qWl2NPQjte+3mE4D6hr9S/g6PtDdmfirmG66qqrcMMNN+BPf/pTyD47d6a2uPmiiy7CwYMH8Yc//AH79u3D4Ycfjo8++ijECILkLkZdrZuzMML0+++NijuPe3SfEszfeEi9LzqHe3zh++J0SBP9YT2LMLZvKVbvDjr11ba60DcLIx9GjQAvm9IfqzZsw/Ja/49WZ/PktY1rg69nJNrH9StT7Z4BoEeRNrq1YX+oHX620hH4LPKsZtz/w8Ph9SlYuasBn313AL86dTiueN4vDtsM7N1JeGoDDakrCmOPjA7rWYSeJQ7Vglz+DhJCuha5VYjseLm3saPTx3Z7fZpG7KLthdGcKBJLt9eh2enBJ2v344sNB+H0+HCg2YkbAv0eAaC5w60uRPcu7d69l2TiXo5644038JOf/CRk+6WXXor//ve/SRlUJH75y19i+/btcDqdWLx4MSZPnpzy1ySZg1HDuxZn9qxki5WcRFJnrj1xiOZ+kcM/OYqUkievHDmsZlUECGpboltEZyI76kJdbX4zfTjGVfg/i85GlwB/2gMAtDo9mqhSq4FYM0qvvP6UoZ0eQyYiIkwFdgtMJhOsFjMmDqjAr6ePhN1qRmFAyGdT5DcTECu6lTF8d2eM7YUBlQU4dWRPjOtXpm4vNUjhI4R0DXK6rLyQu/lA5xfM5N/yPJsF5gRT8vKkFDuxgDsvkFrd5vJAURTsCwi8kjyrujBLEjB9yM/Px8KFCzFs2DDN9oULFyIvj0qUpJZciTDlJZAXfOTACljNJngCn0F+4ELmjpCSJya3eTZ/vrI+OnIoCwVTm8uDMx6ZH7LdZjFjQqWCSRPH44iB0d0Ho1EViBIdbHZqUvKMRKZeiAL+Gh8Zt9cHmyX7U6bU75Td+DssautaKZji4kCgr0osYv/xS46AogBmswmH15Rh9lq/GVL/ysxol0FId8RqMau1xs3S9W/LodZOH1tcd80m/+Kn+MkxWkSOhNMgQ6Ioz4qddW2Y+tAXmDG2N8oL/Neg3t2giXI8xC2YbrzxRlx77bVYtmwZjjrqKADA4sWL8dxzz+GOO+5I+gAJkREXh+I8K26ZOhx3vbc2q1aynZ2IMNmtZlQXO7CnUZg+xB5hyg8INH39TVN79nx2gm2HQqNLVxw7EABgMgHTR/dMiqtPVaA2Z29jB+TfJCORaZSjnq8TxY3t7pBUvWykXfed0iO+l60GjpYkPJ+v9xuIjOkb3dnRZDJBZJyO6BmslxtYSZMNQtKJ3WJGu0977dtZ1xZT3W0khAArdFhhMpnURbp4D2uUUl7ksOLdFbvR4fbhrWW7cUT/MgDAlBjannQn4hZMt99+OwYPHoxHHnkEL7/8MgDgsMMOw7/+9S9ceOGFSR8gITJCHLxw5VHB1J8sijCJmqJEaw16luYFBZMaYdJeAP/28XqU5FtRmm9Dab5/pUhEtGTnHsD44pnpyLUxRw4ox69OG4ZjhvSAz5vc70F1wGVv3d5mzfZDgVoTGSMXpHxdBKahzdVNBBMjTPHi9vqw5aB/Ffr4YfH1PDl6SCV6ljhQWehAOQu0CUkrDps5ZAHN6fHhYLMT5fmJ1xiK62lx4PpqUk2JlLiyF4wiTO0uLz5YHexvuWxHAwBg+mjjlj3dlYSSEy+88EJDcbRmzRqMGTOm04MiJBxiNcViMqEo0MyxttWVFelOHq9PFXx5tsTG2qskmPZaYA+NMO2sa8Njn29S74ucajG5veKYQfjj+2vVx40c3zKdpo5gzdqjl0xQ0wZ8SQ5oCIcyfUTJyNq+LYYIU664xqlRy3ApeQEh/86K3fj990YZ7kO0yAXiZXHWIRU5rJhz84mwmiPbBBNCUo9dNw/Js5nR4fZhZ30byvOLwzwrOmJhWCxIWQJ/6v9buQcrdzXg3euORVlB9HReo0XST787YLAnUF7IBRiZTs8wm5ub8fTTT+Ooo47C+PHjkzEmQsIixIHFbNIU2k998It0DSlm5JWdRCNMvSTHGiEQPZJg0ofnhSAqDojLy48ZiDd/PgVTR/mdJbMxwiQEy3FDe6Q0x3podZEmdXJQoKeQUQrk9w/vE7JNLyjqW0MjU9mI2gskTIRJpIocanGpxcMkMk2iGbXDqrENj5XiPFtYAUsI6Tr0Dq7Dqv0iaWdde6eOK0oPxEKxWaqb3V7bhn/O3xrTcUSWyeRBFbhl6vCI+1bEIMC6EwkLpnnz5uEnP/kJevfujb/97W845ZRTsGjRomSOjZAQRA2T2aQVTNtq2zB/48G01DPta+zAl5sORc1R1jvWJYIcYbJYhO11dNFTnOdfKTKbTThyYAVKAvezMcLUGIjUpNoRLM9mwdi+wQbc4exVf3rcIMMeV3pB0Zpim+21e5rQ0JZ6UdbmihxhkkW4UTSOhCIiTHS5IyS70c9BhlYXAfBnfyTjuEW6lDxBc0ds11qxcNu3PB8je0eul4wlYtWdiGvWtm/fPtx3330YNmwYfvCDH6C0tBROpxPvvPMO7rvvPkyaNClV4yQEQNAlz2I2hTiT/fjZr3HNS0u6fEw/e2kJLvnnYrzw5baI+4kLld1i1qwOxcPkwcEiTKvoEyS55IUTTyePrNbct1v9z83OCJP/h6OkCyaXckRPFqsyJ42oMowK6Dukd7hT91kv21GPGX+fj/P+8WXKXkOgNxLRc/kxA0P2JZERaaYiEkwIyQ2EEcvO+s4JpladYLLoBJMrgluuZj+pjnrSwPKw+xXaLWyErSPmT+Oss87CiBEjsGrVKjz88MPYs2cPHn300VSOjZAQRIQpXNbKwk21XTgaYOuhVqza5W8E++7KPRH3Fc3rHAnWLwHA4TVleOrHE/H+9cfBag52FReEc8y7bIo2AiLyrLNRMNW3dV0HcuGUB/gNN4wwh6kbKXJYcY6UqpdK8fDa1zsAJMe+1oj9TR3qdyWa6UN5oR2DA+mLRgXGJJSmLlwEIIR0Hb3L/L8borl0otzx7rcAgql4+jXXNpcHbS5P1EiTSMlzWM0oK7BjfL9Sw/1qKtiiQE/My1kffvghbrjhBlx77bUhPZgI6SqEIAg3Se1q5IZ00dLsXlm0HUBkG/BYEM4132yrA6CtYfIYHNtsQkgERKwc6R32soHdDf5c8D5lqe8RIbvahUvJ61cefhyP/HACbBYz3ly6K6URpo1JaIwYju/2NeH0h+dj0sByvPHzY1TBFK4PExCMrjHCFB1FUfDPBVsAQE2VJYTkBsKhNlmLk47Ab7k+S6XV6cUJ93+OpnYPVt01LWyvx2CEyX+ccDWTomaXBIl5qXvBggVobm7GxIkTMXnyZDz22GM4dOhQKsdGSAhySl66eXjOBlz1YjAFMNqEuCOwsqNvaJooakqelIZnJMaM9JkQTNkWAVAURW3S2bcs9Y2yrdL3TO53A/gjSM9dfiQGROl9IxwRjXo1xYLXp+Cm11fgmXlbDB/3+RQsD9jApoL/Lt0FAPhmWz0AoN3l/86EizABwR9jCqbozN1wUD1/PUuy33aeEBJEzeboxOKkXB99zYlDAIQuGh9s7sChFhdcXh+214ZP/3PqBVOYuVS037XuSMyC6eijj8YzzzyDvXv34pprrsFrr72GPn36wOfzYfbs2Whubo5+EEI6iWz6EI7ONoiLlYfnbNTcjyY+RAH8+Uf0S8rri5Q8uYZJRIwqCiMXa9otxo1sMx0hloCuiTDNGNsblYV2XH/KUPTU1TBNHFCOU0b2jHqMvIAjojNB8bBg0yG8vXw37pm1zvBx2fY8kohJFL2jY3vAvKIgQoRJiMRsE+TpYLuURhkuikkIyU6EMOlMhEm+jvYNZDToA0O7G4KOpHURHFmdgYVdsWgqt2ORr+kVtBQPIe5iisLCQlx55ZVYsGABVq9ejVtuuQX33XcfqqurcfbZZ6dijISoiGBKJNOErnDm8hmEbaJNiBuT7IRlk4wbFEXBf5bsxN3v+XssRSsetyfhIp4OdtYHrVkH9yhK+evVVBRg6R1TcfPU4SEFsDZLbFHOvE6mp7VL7npGEcRWycY2FZFX+X13uL1Ra5iA+N7zG0t24o531hj+TXUHZCeqbvoREJKzJOO3Vm6Mnhc4nn7RWF44i2QwIRZJxUKYVfodk1OCixwUTHo6ZYExYsQI3H///di1axf+/e9/J2tMhITFJ0wfIkSYPl1n3IQtmYj0Oploq+nJLuwWFzyXx4evNtfitjdXYcXOhsBrRRaNYrKfbYJJNO+7ZHL/LnXwMZlMIa8nInzREPbbidYwWaTXEQW9LU4PXl28A7UtTrRJgioVNWlywHZvY4c6qY9YwyRS8mL4fv36zVV4adF2fLHxYNxjW7KtDhc/vQjf7WuK+7mZglO6lpwxplcaR0IISTaqYErw2vzuit044s+z/ceymNWao0hNqm97cxU27DfO+hJue+L6LafkyQutRXTsDCEpMw6LxYJzzz0X//vf/5JxOELCoqbkBb65fQxSWDYcSH16qL45HRB9NT3ZESa1Dsnrw7p92vcsGmGGw5Glpg8tzoD9sqPrL+YhginGCJP4rBOtYTLqa/TUF5vx27dX46KnF2m+d6k4n7Lr0i5p5TKWCFO0qKs89naDv6loXPDkV/hqSy2ufXlZ3M/NFMS1ZGzfUgzT1ckRQrKL1392tOZ+Zx1pf/XaCnXRKk9y2I20aAwAD3yy3nB7bSBdr0cgbV9e+JNFUjp+YzMdmqyTrEFRFPXCIS4WL101OWS/5ihiIRm0OeOLMPl8itprpSQ/ORci+UKsz8SK5sSXjSl5iqLgmUA388I0XMz1LojhimX1dDYlr1VqhCisaRdt8dvnbzrQglbpu+hTjNNFO4PciLG2xf9jazWbNLnvetS6rSjfrwOS1W5nsgm31abGTr0rEILpsN4US4RkO5MHV+KVwLxkxtheSTVYkpuFR7tehlvQEvVNos45bEoeI0whUDCRrEEWAaJWY0hVEf54zmjNfi1dIZjcoa8RaULc7vaqYq84SbnBcsQj3otxZ9MEuprfv7Mag2bOUu8XpSPCZNFHmGK7fKqCKcI5UhQFD3yyHne8sybEtKRVSrm77lV/JGVM32DvjJ8897Vmf3eY5sWJIi9AiAhXNHMJsRIaTSTubQzWpLUYLELESrTV1kxGRNZSYdhBCOl6jh3aA1/NPAWPXnyE+lt7qMWJZQm4mZZIwkW+RkSq4wYQ1lZc1DpVBlpmyAtfsllUOn5jMx0KJpI1eKWJpHyxaNVNtKI1buss76/ag9Mfnq/ev+N7owD4eyB5wggQeeIYrV9TrMjHOdgcX1M84ZK3YkdDl7kKJsrLi7bj5UU7NNsiObSlCpPJpBFNsZo+iB+5jggpZw/O3oBHP9uElxZtV/tMAX4hJYw8AP95dnq8iHTK3DF2fI+VJunvqaEtIJiifP6x9mGS3ZxaOvF3G23ykKms2d2Iz77z11zm2zlBISRX6F2aD4tZ+5tx0TNfR7x2G1EtubPKRg/RelEazTOcHq+6AFappuQFjyM3saVgCoWCiWQN8sK5vKKsFykihcjl8WF7ClJ1fvnqcvX24KpCXHJUf/V+uEiPiC7YreakTe7kC/GBOAWTaErX7PRgecAoIlP5/TtrQrZ1RdqlEXJUL1bTB5Ha0OwMP+ZPvg3apcsLAAdbQs/rQ7M3RowMhhPtiSKn5K3b6zdXiCaY8mJMQ5Efb4nw+UTD5fHhH3M3Jf29pxKfT8H3Hl2AtYHPNB2LAISQ1KIXLu1xBtLl60JdW3CBSU5wMBI3RhGm+lZ34LkmtZZazpQ4vH+wR2RZAV3y9FAwkaxBjjDJ9skXT+6PAZUFmNC/DEBwMv3TF77BiX+di3kb4nffipXSfJvmghhugiiK35MVXQL8q+pidei9lXtCHn/hyqPQqyQPL1x5VMhjo/qU4KiBFQCADftSb5KRbCqLIveZShUawRRjhEmkVERyLpSbD8uud+sNzs2TX2yGO4IQSXaESRanH327D0D09LFYI0xyDV08Iripw40zHpmv2Xb/R+vx6GebYj5Gutnb1KG5z5Q8QnIPvVlQc5yBdKfkrpon9cSTXfKqDRpeOwyuJyt2+puPVxTa1YVbOVOiyGHFBzcch/9eOwXFeRRMeiiYSNYg1zDJ4egeRQ588euTcedZ/lomMfGav/EQAOBfC7embEyFdivMUtj98++MLc0XbvYX6YfLK06USNbaJw6vwqLfnooTh1cZPj66bwkAYOOBlqSOKdn01TWo7Veej7PH90nLWGTBG8n0QEbYyDdFSDmTv9uyW9xm6dz0rygAAEzoXxYxwpRspzyjFFejH2PN48JWPIqVumypHc3ZUWbR5lo12iXzyKcbsbMufA+STGLLQe3fHYusCck99L/RTa74MkzkFibnT+yr3pazbIwWW4wSWX4ecBOVF+/kTAm7xYzRfUoxcUBFXGPsLlAwkazBpxFMoY+LHgL6CZ6RBXiyEKltNRX+Sf3q3Y2G+90RSCuLt9YoGok6rwHA+H5lAIC560NFnqIomkZ46URfY3XfeeNiNlxINvKPX6xNYoXzUIvTA59PwTfb6vD28l2afeToqfx9FU1pfzCxH+47fywA/4KAEEW3TB0e8nqeFEaYBPYo0TXVVtygX5mMHJGN9bu8dHs9fvbS0rCP3/rGypiOk262HAymC190ZA2mjeqZxtEQQlKB3iwo0QjTGz+fgl9PH6lulxfsjK6dkX4H5OuunClhs2ZnLWhXQcFEsgZfmJQ8QUGYBqGJ9r+JhdF9/FGaCybWADCuw0ilqUJnHKRPOawaALD5YKvqfiZ4aPYGHPnnOfgkkIKVTvTRlHTmVmtMH2IVTAEbeUXx98D4wZNf4abXV2rq67zSj1ub9H0VKWsOm1l1MNp0oEXNRa8qdmDVXdPw53PHqM9Jpkue16cYLjhEE4tBK/XYa5iiiSvB+U98GfHxtXuyo4ntyl0NAIBrThiMv1wwTnWtIoTkDvrFvdY4SjVdHh/2BVJ3y3T9G8fXBA0aLg7UUY/sVYwxgcwRfaZBuHYT8vZ0tOvIJiiYSNYgVuFNJuMu1yIs7fL6NMXfrZ0oJo/GsUN7AAim07R0ePDYZxtx57tBe+h4Uo26kpI8myoy6yW3MgD4e6AW5Df/XdXl49Kj7xUlW592Ndoaptgunw6rRbXZnrMuaO4gR248mpS84HYhKBxWCyoKgu/7q0AfJpvFjJI8Gy49eoDqepTMCFM4i/7CKI5uwZS82CNMzijiyoizxvfRdKcHAEuMtWXpZF9jB95athuA3ziGENI9iHZ5/m5fE+as9f9O/P3Tjep2fTp/gd2K1392NGaeMRI/PW4Q5tx8Iv577TE4YZg/Bf+peVvw85eWqunecmrfeUcEU/vkBboiOnVGhIKJZA1i4TxczxX5giL3vGlPckqemPxee9IQ1ATqSooc/tducXrwt0824IWvtqu1QbVdlNqWSCua8sAkvL7NZfh4fVtqLdpjQR9hKi9In2ByJGD6AATT8uS6G7luSb4tR3RE1MVuNaPcQCjaDWqqklnDZFR3Veyw4jdnjDTYO0gwJS/yWGQx3BFDhOnLzYc09wtsFrW2S9DQ5sb8jakzekkGm6X6pSMkZypCSO7x0+MGqbejXZ5Pf3g+rnpxCdbva8bT87eo240MoyYPrsQ1Jw6ByWTC0OoiFDqsmoW8j77dhwWb/NfM2WuDi3VyRoI8P8rW9gxdBQUTyRpEhCncH7XDalZFg3wRaEtiSp7Pp6hpRlceG7wIihV3ue5HRLa+7aIUoU9vPjHu55QX+ifyDRkgjMIhT6rH9yuNammdSjQCJUZbcSBo/LC7PthjSRY24WqY1JQ8q9nQZELeJgRcMgWT0fdixZ3TMLxnccTnRWpc29zhxlPrzPjvst2aNLxIEaZ2lxfvrdyDf3y+WbM9327R/B0Kfvzs17j5Pytw42vLsUfqa5UpiPfdo8iBYVE+S0JIdnPH90bhwiP7AYgcYfrv0mBt676mDk2PpGhGOwJ9fenKnQ3YcrAFv3pthbqtQIokya6sJDKMv5GsQeTahoswmUwm5NssaHN5NRM1bxJTlGTxVegIXsBEH4RDLcFIjai5emXx9qS9fjgumNgPg6uK4n5etAhTuvH6FLVOa+6tJ6kRvXRhl2xd44sw+b8fclNaOXImf0fbNRGmYEqeEUaufZ7OFLbpMPpexGJ2ESnC9PqS3VjbYMbtb3+LH02O3sMMAJ5buBV//Xh9yPZChwXnHdEXxXlWjO5bikv/uRhbD/lrw0TK2zfb6rHw9lOijrkrEYsug3swHY+Q7oCI/ESajjw+N9gWwedTNNfaWFuS6BfWGtrc6jXRiFSaYuUajDCRrEGkLUWasIk6plQZPcjRDnkSK2qY5AiT0+3D598dwKItdSkZCwD86dwxGNu3FL85PXKKVDjKVMEUPsLUmYainUX+vKuKHTE706UK2fShND928wkRYdqliTAFfzk9YVPyghEmAPjjOaM1x5V/HEU/jYWbtGlrnSFRIR2phklOP5RT0yLVO+2qN7YKL7BbYTKZMG10L/Qty8ezlx0Z4qC5OwMjTOK9Omz8CSakOyB+O3xK+N8wOcp+xfPfqHWulYX2mFuS6GtrG9pdqG0Nfx1PdslCLsOrNcka1JS8CHNmcVFJ1UVAmEmYTFrhZuQu0+ry4ql52hSiYdXxR4Ei8eOjB+C9649DVXFiDluiYF42xnh18Q7NPit3NiQ8vs4iC6ZIPae6CnmVLx63PtlaXCAbk2j6MLmD+7ikGiYAuPDIGs1x5c+k1enf98tNtTGPKxp1EX5oIxEpwiSPWV5MiBRhCteMt0CXnjm4qgiPXXJEyH7JtvPvLCLCFC5ySAjJLUR6XaQIk97ARvD+DcfF/Dr6lLzd9e0RW4QIp18SnfTPQAiJEV8sEabABCpVYWZ3YAz6+pUSg67Y9W0ufL3VPyF857pj8adzx+DlqyanZFyJIjqHi4icoij47durNfvc++G6Lh+XQE5bs2ZAQaosmErzYzefENbiMnKtkUeyAm9zeeH1KXhw9gZ8/O1+zevq0zLkLu03nDrU/3x38iKC+sjj2L6lYfbUIr5X4WqYjIhkKx5uAUQvmADgjDG98MAPxmNkr2Bt0Pp9zRHH29WIzyWPESZCugWxpOQZXS+nDK5E79J8g72N0afkLd5ah682h19Eu2X6CPzy5KH4+MYTYn6N7gprmEjWICJMsaTkGbl7JQMRFdDXrxhZXX+3txk+xT8pGt+vFIfXlKVkTDLHD+uB+RsPYUL/2F5LX5xvZIEezaba51Pwl4++w2G9S3DuhL4R940XIZjsVrOhlXxXY+9khEnGFfhcFUXR9NNqc3nxzvLdGktZUfBrMpngsJrVaIz84ziil3+lsK4lefVoYmXyupOHYEJNOSYNjK0DvEP6XimKojl34Wz2I/VsCleYPKAytAbIZDLh/In9cP7EfrjmpSX4+Nv9+G5fE44b1iOmsXcF4vzFmmZDCMluxOJWpJ9Toyj7gMr46naNzIHmbwyfpl2SZ8Ot00fE9RrdFS5vkaxBpC1FmjiLFK473/02JWPwhIlyGYm45xZuBeC3Q++qyf7ffzgBf/jeKDzzkyNj2j/fpo0E7A80yQP8jnRA9HSmuRsO4Kl5W3Dj6ysSGHFkVJe4GHsepRr5POsbCUaixGBfd+C9eXUmDW0uD5bvrNdsk2un5CiTnMIh+jDVtrqS1iz5QJP/3Pcpy8dpo3qiNEaRKCJMPkVbn/XXj7/DC1/tMHyOiDC5PL6Q8YeLGI+Kkk4yuo//O7x4a+rqCOPF5fGprQYYYSKke2A1JxZhijfdPh4zIhIfvFqTrEHMocK55AHBdJ990sQ/eZ5hwWiL0SpOOPR9hFJJeaEdVx43CD2KYrvI5qmCyT9GWTA9HRBdta2uiAX52w4FC/L1TWY7y/0ffQcAsGVA/RIA1ErRm7hMHwwiTCIlT+9qt3BTbUjDWNkcoFmqg+pTFkzVEFFOp8eXtJTUA83+70PP4ry4niePV3x33F4fHtfZgss4PT58seEgDvvDR7j02cUa0SRSRssK/M2W+5Tm4ZzD+xh+rjJTR/UEAHyx/mCIME0HO+vacOxfPsM/F/gXU/JYw0RIt0AImUjTAaMIU7yN2u0R5iZmE/DClUfFdTwShCl5JGuIxSXv7nPG4OoXl8BqNqkTUbk+xO314bY3V+HowRW4aFL/cIcJi5jkxlNP87sZh8X9Ol2FPiVP1HqcNKIK1cUO2K1muDw+HGx2hrX0XrOnUb1d2+qMK986Eg1tLny4Zh+AxM0Hks3+5qCg1LsRRcKwhinw/TSayL+zYo/mvhxVkoMvsnAvsFvUdL3aFpehEUm8CAHdsyROwWSVBZMPxXnRHfcUBXhv5R54fQoWbqqFy+tTTRGEAHz8kiMwZXBlzA0WhwZMVlxeHxrb3XFPPpLNV5trNRFbpuQR0j0QKXnh1m0URTFcmIy3XUik6/5zl0/CicOr4joeCZIZy7aExECwcW34ffoHJvXyqr0c9fjfij14e/lu/Oa/q0OeGwviuEYRplevDjV0mDaqJ64+YXBCr9UV5Ols2D9ffwAAcOLwKphMJhTawxfvA34B+T9pcr9xf4vhfonQKkVJhvdMrrtgotw6bQQqCu149OIJcT3PMMIkUvJiSJ8zmljrFw5MJpOUltd5VzivT1En9z1L4ksLEbVWQPC7o2+Ce9dZh2FgZQF+cdIQtR7sTalxo7TOoZo+FDqscXWjt1nMag+sTBDd+tpKpuQR0j0QKXmeMJd7tzdYy7rsjqn47JYTce95Y3H80PhqLyuLwi8KFUeJyJPI8GpNsgaxEm+NoJjkZrICnwLc8c4aHGjuQGO7dsKiKAo27m+OOZUsnOkDABwzpAfm3Kx1mqmOc6LZ1YiJ+Nz1B+H0eFHX6v98xKqWPmVPT0uHRyNOZ77lF6J//fg7XPn8N51Kg5JF2p/PHZvwcZLJsUN7YNkdU3HW+D5xPc+whinwXYrWWLnYYcWo3qG1OrILnKAykIqZDHFQ2+KET/GncVTGmOIpo7cW14/pR0fVYO6vT8Ztp4/E1MN6hjxfRIZbnR7V9MHIFS8aIqqUCYJJ39OMtuKEdA8imT5sOtCC7z06X71f6LBgcFURLj6qf1wLRAA06fj6RbVwtuUkNiiYSNYgVpkjpbEUhQlHv7RoOx74eENID6f/rdyDqQ/Nwy9eWRbTGDyqaDO+iA2tLsbyO6aq9yOJu0xA/ixf+3pnsO9PIIIWrRFwq869bH9TB1qcHjz++WZ89t0BfLk58SaqoolfVbEDRw2KzZ0tUykx+KEKV8Mkc82Jg/HZrSdpztMJgZSKX506LGT/Csn4obPsDxg+JNowWJ/u2RAhJW9gj1C3O69PweOfb8LoOz9W7c3D/X1HojyTBJOuNq3AYIGHEJJ7WNXGtaGPXf/v5dgQyM4wmSLXIUWjvCAYYSrQzZUSuX6SIJk9myNEQtQxRFpljpS/u6exPWS15qkvtgAA5qzbH9MYhOlDJCFULtVJ7G1sj+m46SJfuqBur23T2HgDQTvrcCl54pxUFNrRs8QBj0/B+n1N6uORxEA0Ojy506umSBJMNRX+Gq9vttXjH3M3qZ+5kZfJ6aN7hbgkPfGjI/D+9cdh2uheIftXJlEcCMOH6jgNHwQieiKaIss9nab31UYsKw1qizw+BX/9eL16f0TPYvQujX8s4tjRaqi6An2EKV4zDUJIdhKpce3OuqBxkqOTLTTk1hf5urkSI0ydI/tnIqTb0O6OnpZjs5hDmnsKhlUXay5EiqJomofGgtsXPiVPZnIgInLeEf3iOn5XI7//yiJ70MbbKiJM/v/DRZhkESvMHrYcbFUf1zf4jQe1uWcOpC31KHRgZK9iHNa7BKeODDi3bTiI+z9aj1cXbwfgX1W8++zRmucZrQgWOqwYE6aBbDLTzw4E6peq47S1FQjDiEufXQwgKFiGVxdheo32784ot96nE9unjapOaCIhVlwzIcLUrBdMcZppEEKyE1uExrXygmQyjGAuPqoGAyoL8H1dX8RCOwVTZ+CnR7KGthhS8gD/KorToHmnxQxNSp7T44tbMKkRpigh82cvn4RNB1rUXkaZin7FSQgmsUqVFy3CFJgAFtqt6sR6y6GgYPJ1oh+QqH1x5ECEyWw24f3rj4PJZFKt0gXPzPdbTDs9vpDzURBnCkVFoOC3NgnNa0VkKNFVSXH+3IG/mfqAYDl+WCUsvgbNvlNH9cQpI6sxslcx/jHXbz2uj07G2jRXT6wi8lCLE0/M3YyLJtVgeM/Q+rBk0KxLyetZmtk1joSQ5BC0FQ9d9JGvdcOrO3/tufe8cVAUBU/N26LZHm89FNGS/TMR0m1ojyElDwiflufy+DQ9nPyCKb4JvTcQYbJFufAUOaw4vKasyxrWJsrEAeXq7TaXxyDCFFkwCSe7AodFNbjYcjDolBepf1M0nDkUYQL8IttiNoU4LMqGI/pIS884ozvJdMlrdfo///wkrUqKlDyjhr92qxnPXT4Jt50+Uv37lg1DhvcswvHDErPDFYKpPopgunfWd3h2wVZMe2heQq8TCy06l7zKQgomQroDkSJMMicMj88VLxwmk0mdMwH+VG7SOSiYSNYQSw0TED7s7PL6NAWXTrc37qaybjXClNlCKFZMJhOuO3kIAP8EWV/DFM0lT7iXFdqtqCrypxdtrw3mY3d0opGteM1c61UTqdBfTsH78dED4ur1BAQn4MlIP2tzi3Pb+c9fURTV9KE8Si8kYTAhR2Pe+sWxCRlPyK/31vLdmma4ejYdaE7o+PEgXDp/c/pIzLrh+ITfEyEku4jkkicTa9P5WJBdgc8Y2ztpx+2uUDCRrEEIpnxb5BXvcGlg+hS8SCl5iqLgJ899jR8+87XmAiesjo36MGUrBQGB2dzhUQWhcOkR6XDPLdxqONkMRiEsqpA91BKMbiQSYaptccLnU+DMIdMHmT4RGvvK6W9FCaTCJTMlr80Z2wJFTMdyeSNGmGREcfSOOn9qZ6Hd0inRJvfAWry1Lux+csNlff1UshATmJNGVGFUn1CreEJIbiKMoqJdWsoKktdcW9/3jXSO3JqJkJymPcZeLOEEkytEMHnV5qF6mp0ezNtwEEt3NGDpoeAqsBAUubQyLKIaje3BSbaIMG0L1CNtr23Dk19sCXluMMJkUYXNIWmy7oxTML27Yjcm/nkOnpq3RY0w5Vqvmj5l4QWTPLlPRCTIKXmRoimxoEZ0E7Sive30EertFqdHNX0QTWrDIf62vtvnj/gM7VncqdTWEVK/qkhCUnYjlEV/svBH2QKiMcpnQAjJLURWSrjGtYLyJF4bzpvgN50aX1OWtGN2ZyiYSFbg8yl44Su/m1i06E44K2uXx6dJwetw+9QaHD1yvcPbW4OvF4uteLYhBKicxiUEk1MSlG8s2RnyXBFhKnBYVQtymXCpfOH41WsrAAB/+eg7NTqVC6YPMpGsseUIUyKpiMICvMPtw2/+uyr+wUl0plksAPzipKFqLVxzh1vtQRStF4gQTBv2BwRToIlyogzqUai+pjeCiJSvG3saOzr1mka0urzqa5TlJ28VmRCS+YhrkFM35dBHs42anCfKccN6YPZNJ+C1q49O2jG7M7k1EyE5yyGpiD1aLxZvGMHk9vrglpZ3WnUWvx5JTMmNP9u8JjVSopo+5EgNExCMeCzb0aBuEyl5d509Wk2RMlp110aYjART7BEmfXrk7gZ/D6tcq2HqVx4+wiSn4SXiMCj33fjPkl1xP1+wv6kDH67ZByCYspkIImpz4+sr1B5E0VINxWKEiAb1KOq8uBDmJi6DiPK3exrx0+e/wXdS/7A9Dcnvn/bWMv/5sFvNOZdmSgiJjDD0adf9JDp116RkpEDLDOtZHNKPiSQGr9okK/BIhURnje8T874yLq82Je/z9Qc1j8sGBXW61J2P1x7ANS8twc56/0Qq3mL8TOaoQRWaFCG7Jdg4b9LACnz9u9MAAE0dnhBR06pGIayG/a9E89lY2F2vnaS+v2ovAKA0iStumYDJZMJXM0+BzWIK+XGUo6cpKqOJiR8+vUi93Zn6oSGB6NCa3U1qil+sESYhsJIhmB1qxDT0+3jm3xfg0+8OYLm0YJBswdTi9OAP734LwL8wkOnumYSQ5FKSJyJMJs2irlh0BIBTR1ajf0VBl4+NxEbuzPpITiNEUL7NEnW1JFyESV/D9OQXmzWPy9GQujatYLrlzdX4+Nv9eDrQ1yCarXg2YbOYMVZqhGrXCZ/SfJvav6pe97kIY4BCh3GE6ckvtuCbbeEL7WW21bZq7osUwcoormrZSO/SfCz/wzS8cOVR6razdQsB4b7HXcFWqZdWZ1Yn7/n+mJBtRVGOZ9W55CVjxVWkizp1KaLhTF9kd6lkIKf4DqwsTOqxCSGZj9wyokXKbhFN4R1WM569fBIXUzIYCiaSFYjao1hS4S4/diAA/2rN81dMCh7D4wsJf8u0ScnFB5sjF33niq244LDeQccuvWCymE2qc48QMWt2N+Lal5di5a4GAP5ePXkGESavT8EPnvwqpjGE+8wrk5CSlYkUOawak4eHLjpc83iiLmqP/DB4HH3aaSKUd8K1qV95AX516jDNNv33S49ZF2FKRjqJSDGV//73NLTjtjeN67xa9YUGnUS2SH/qxxOTemxCSOYjp+LK7nWiVxLT5jKf5HQkJCTFxGPnffXxg3F4TRnG9StFgd2KZy87Ej99YYmhjbjDakZxng2HWpxodgYvYtsOteoPqyHapC/bkNMA7AafcUWhHXWtLjVV8eE5GzFn3X718XA1TPEgolfnHt4Ha/c2YcP+lsBr525zz+E9i3DRkTXoUWxXU9E+/NXxWLunCScNT6xR6+RBlerta15aipevmhzX8/XuegN7dC4i8vMTh+C5hVtV0RBtBVVEmIRJRH4yUvICExW5humsRxdoahVl2t2dF5oyQvwN6lGI4T2Lo+xNCMlFih1WdLhdmgWUh+ZsAADVQZNkLrk16yM5i0jJi0UwWcwmHD24Ui1WLwzUTOhrmAB/uo/ILW6RLmKi+eqYMKv8vSP00slG+kpW10audBWqXbV/grn1UIvm8QK7NaJgag/jRihT1+oOvJYDb//iWHV7MibMmYrJZMJfLhiHX08fqW47rHcJzp/YL+HUDPnzWrDpkNowNlZeWrRdc7+zNWT5dkvUukMZIRxFVDkZK6/6GqaDzc6wYglIRYTJ/90uTqC3FiEkNxDX0rnrD6nbZq3el67hkDihYCJZgVh9SSQVTkSD6ltdIS5Z+TaLOomRV32EQ9sxQyoMj9k3Qi+dbETuDWQkUEQd0fX/Xg6fT4Fd1xupwG4xNH0QxNLXRtR5VBTaUOiw4poTB+P4YT0woX9ZLG+BBNAL3lcW74jr+cKcAABOH90rKWMa1Tv29EKrrj4wKRGmwPdVpOTtb9Lahh+h+47JhdjCPfPrrXV4cPaGsHVPkVAdAhPsaUUIyX6mDPbPJ1YEUtlJdsGrN8kKLn12MYDEirH7leXDZALq29yYt/GQ5rF8u0UtxpRT8poCr3Pu+D54ev62kGNWF+dWmlivkqBVu5EolRv17qpvD+kd4fL4NBGmfJtFLWYFgIMtTtREcP9RFAULN/vPTXlAnM0847A43wUBECJc98XZU8hkAkRW3r3njU3KmH44qQZ7G9txzJAeUffVN4VOZoRJiHK559jzV0zCgo2HNLb6IsK06UAzzn38S1x57ED8/bNNAPzpqxdM7BfX6zcFFmMYYSKk+zK+XyleWrwTLqm9Sd+yfOxuaMf3xvVO48hILDDCRDIeuaZCjgLFSnVJHiYN8K/s1OnScPyCSRth8voUNAdWhCuK7Hhwsgf3n6d1+8q1ztlybxyjBfRayWbdpygaMQQAxwyt1EQCnr9iEp67/Ej1/i9fWaZxXtOzo64NuwK24n1yLHrX1ehT+V5atF3tARQvhUmKiFgtZvx6+kgcOzS6YNI3hU5mDdNby3fj31/vUOvlpgyuxEkjqkPeZ1vg+33/R+vR4vSoYgkA9jXGbzn+zVa/U2SRI7cs8gkhsSOyXVzSj6zY9pMpA9MxJBIHFEwk4+lwx58Co6dHsbHTl8NqUdNkhGCSa5mKHVZYzMD3JwRrMH5/5mFJm0hmCvKqvmjOKzOkOlj4v7exAzvq2tT7xw3tgQK7FaUFNlxx7EBcNmUAjhpUgVNG9sQxQ/wGBHsaO3D5v77WHHP1rkZc9cISbDrQrIkcJmp2QMJz839WxrzvIMn2Oh3mJjq91KnGuQKHlEI6863VaopveaFfwLh0qwT1rS68+NU2w1RScwItBRZs8kdPD2d6KSHdFmGoJJcGiHYmuVyrmyvk1qyP5CSyBWeiFIdZ2VUUJZiSFxBK4vXybRbNhPH964/DvI0HcdkxAzs9nkzGqP/PzVNH4OVF/lqYN5bu1DwmBzTuPGu05jE5BUkYafh8Cv79zQ787u01AIDaVid+N8OffjewsoB9KNKMOyCYX/rpUVH2TA36CFNREtLY9MJPCCFhl683JdlR16ap5ZLRN7WOhtenqBGtM8YkpyaMEJJ92FXzmVDBlGdgtkQyCwomkvHo0+gSoSQ//FddXMREMbeIduifM6ZvKcZIDV5zFaN+qRWFdgyoLMD22jbsqtOmJEUSOHKzPsF7q/aoYgkA9jd2qD8guWbXno2I6Eu6UiPlaKfJlJx6wQLd6u22gHivCAimw3rHbvUdyV3PiOYOt1oT1lnHQUJI9qKm5EmCqV0VTIwwZTqcnZCM59qXl3b6GEYTdwBod/tUVy4RWRERppIwz8l1jCJMQLBwXp+mFClDSe8K5vR4sXpXo2Zbn7J89QfEYeWPRjK4bMqAkG36/kpGeLw+NdLamYa1nUF2yassdMTUSiAaPSVTEwDYfMBvi19W4P8bP/+Ifvj9mYfh5Z+G71kl1gXiNdEQArTQbknKeyGEZCdqSl5gcVZRFLXkgIIp8+HVm2Q8YjW4M5SESetZt7dJXdEWQkFMcLrranB4weS/oB9o1gqmnx0/OOyx9MGnVqc3xAWtqtjBCFOSufucMXj/+uM022KpBZRrycL9zaQa+fvRqzQ5bpS9y7SCae3eJgDB/mJWixlXHT8YU4ZUhjxXcMMpwwAgonmJEb9+018/1hpDLzJCSO6iZrMEfu/k1Dym5GU+PEOkW6CPMF19/CAAwG2nj1BXtD0BoVAbiKBUFqVnhT3d+MJEIsTFXvSU+dsPxmPRzFNxTATns4M6cdXq9ISk8Dk9PnXFzc4V+KQxtLoIAyqDVu6ybX44GkQ6ap4V1jSdC9nWvqooOYKpT5hG0/ooml7MCy46sgZXHDsQALCvqQOtztjcOnfWteGbbfWxD5QQkrPoXfI6JLdZRpgyH85OSEajT99KFOGGBfgjGrefcRjev/44XHPCEFgsIsLkv4jVqg1Uc6vXUjR+dap/Bf1P54wxfFzf36ey0I5epXmG+wqqdPUnLU5PSApfq9MDZ+CHgxGm5JFns+DzW05CcSAt8rWvd+KSZxaFiFiZhoA5QVma0vEAwCwJ6mRFefPtFtRUhIom0fMrGpcePQBlBXb1s9zXFJqWpygK3l6+C9ukCNSehmC931EDjZtgE0K6B/oaJhH1t5pNTNfNAniGSMbi9Hhx1mMLknIsWfzcMnU4LGYTxvQthcVsgsUUjDApioKH52wEAPToZhGmm6YOx6q7puG0UT0NH9eLmdKC6JPZ608ZhnMPD1qytzg92LC/RbNPm8sbjDBRMCUVs9mkOhU+OHsDvtxciwdnrw+7v0hHLYvh3KaKEkkkJTMtdvZNJ2LGWK1LXXmM71N8HsKxzyjCtHhrHW56fSVO+ttctLmE42Zwv8cumZDQuAkhuYHIoOgICCZxnaCleHbA2QnJWBJpUhuOSmkluUQ3CZNrmDYdCE7mPWFqeXKZSEYX+ghTWQyT2YpCOx7+4QSM6l0CwN/Dac66/Zp9Wl0eyfSBl6RkU6lLa2uK8HeVCfV7Z44NdrzX/612hjybBdXFwYjosOoi1JQXhOz31i+OwbUnDcElk/ur28TigOi/1tLhwbwNBzU1X/K1Y+0ef41Uc8BA5vhhPVBdEjkaSwjJbcSCoNen4KM1+9RIdVVJ98pmyVY4OyEZi743SmeQ65H0oW+5hkm2MD9lZHXSXj8X0DvYxZO2JdzyNu1vDnmszeml6UMK6auzB4+0mtkaWPEsTpPhAwCMrylTb4erKUoU+fv17i+PNWxCe0T/cvzm9JGa+imRiicE0xNfbMZPnvsaN762XN1HvnY0ByJQYtEnnZ8nISQzkGt0f/7yUuxt8AumcDWWJLPg7ITgQFMHZq/dH9YdLV04PckTTAX24IRFP0WyBC5iXq+C+sAKe3mBDZNYc6BBL2bicVETqUx//2yTuk00Rm1xMsKUSvqVa3+MI7kxtTr9f3Py30tXI1vRt7uT6yx31jh/eujgqsKo71G2IhdGJYV2v9icv/EQAODz9QfVfQ40B+uaWp0eKIqibgvXOJsQ0n3Q/4aKGsfeUWqBSWbAZS+C3769BnPW7ccVxw7EnWeNTvdwVNpd/kl079I8nH14Hzz1xRacf0S/hI934ZH9sGpXI44bpnV1U/swKYpa9D6hf3nCr5Or6MVMPC5qejeyET2LMa5fGQC/YBLOe3TJSz69dRGmvAi9rkROvRAG6cZmTu73YWy/Unx84wlRzUoA4PsT+uLNpTsxeXDQarzQEf4n80BT0EyjpcODq19cqqafRmqcTQjpHtgt2uVa0dOwmil5WQGv4kT9Uf/Xwm2ZJZgCq8v5Ngt+PW0Epo3qibF9yxI+3v0XjDfcLtcwBSNM3cvwIRb0TWjjoY+uD06hw4KSPCvsFjNcXh92B1baHCx+TTr6WjNHmAjThv3NeDQQASzoxLlOBr8/8zC8uXSXauWdTEb0Ko5pv3y7BW/94ljNtkh/A1skd7wWp0dTq9ddm2ATQoLILTUqC+2q2VGkRSySOXA5t5sjp+Flmiuc6FHgsFlgtZgxcUBFSmpcZJe8+kCEKVb3rO7EtNFB9zwji+ZI9NblaNutZphMJrW2TKQmMMKUfEJMTvTdhANMe2ieersgzcL1quMH46MbTwgxrEg3BWEib06PV9PQVqQ2Cs6WnCIJId2X7w/0XxuK86xwefzzLxtT0bMCRpi6OfulfiLpdMYyIhhhSu3FRDTKnLfhIOZt8NckMEQeysQBFXjy0olYs7sRF02qieu5+giTcGPrUeTA3sYOLN/RAIA1TKlAX2vmNqhVVHTNitMdYcpUjCJMHW4v9jS0axafGtqDBhBf3n4K+pSxqJsQAows9V8n6tvccAciTOzBlB1kzVm65557cMwxx6CgoABlZWXpHk7OsKs+2Fgx02y0RYQpP8X1FEZOXJzgGHP6mF64dfoI1FSE2jFHQm+gcahFNAfWRjV7FFOoJht9hMkdMNiQ0TezzZQapkxD34gZAOrbXCEtEIQpBOBfFCCEEAAoDfzkNba78b+VewCE1jaRzCRrBJPL5cIPfvADXHvttekeSk6xq75Nve0ymEilE2Ernur8XquBYNKnkJHOUeiwYv5tJ6v3a1v9E3R9VLOaginp6AWTyJuX2dXQrrnPCJMxesdBAPh4zT789WNtM2DRk8lmMdEqnxCiYuT/wghTdpA1v4p33303AOD555+P+TlOpxNOZ3DltKnJ30zQ7XbD7XaHe1qXIF4/3ePYURvMu+9we9M+HplWp38sDqsptePyhU4gqwqtmu9JJn0u2UqvYhuOG1qJBZtqcdbY3nC73SEra5UF1oQ/a54rY/J16w1OtyfkM9p5qEVz325WUvY5ZvN56mlQ53nXe2vV22P7lmD17ib1foHdkpXvE8ju89Sd4HnKHsQ5OqKmFMt2NqrbzUjd9ZZEJ9bPPmsEUyLce++9qtCS+eSTT1BQEF9KUaqYPXt2Wl9/0WYzRKCxzenCrFmz0joemRW7TQAsOLR/L2bN2p2y1/m23v86gnMGeLF84WdYLu2T7vOUK5xZDvQbbMJ4x07MmrUTu3YFv38AsPrrBdjeSe8RnistigKU2CxocvvF6dbtOzFr1nbNPp/t0f4NbF69BM4tqR1XNp4nf+Zd+J9NZ0sDCiwmtHn9n7XJ686oa2oiZON56o7wPGUP36+uxbKdwevIt6tXwrF3RfoG1M1pa2uLvhNyXDDNnDkTN998s3q/qakJNTU1mDZtGkpKStI4Mr+inT17NqZOnQqbLX1mC6//awlwoA4A4IMZM2ZMT9tY9Gz8dBOwYwuGDuqPGTNGpex1ijcewtPfLQMAmEzA/VeeDnMgTS9TzlMucYF0e8E732LRAb8YvvKYAfjhGSMSPi7PVXiOOdmFfy3cjifmbUV1rz6YMWOc5vG1n2wEtm9V71927vSUWbxn+3k6VL4VT3yxVe0dJjOgTy807W5EW6AnU4PLhBkzZnT1EJNCtp+n7gLPU/YgztX5Z07FF61rMOc7v8nUpIlHYLrkQku6FpF9Fo20Cqbbb78df/nLXyLus27dOowcOTKh4zscDjgcoTURNpstYy4s6R7L7sagS57bq8BqtWp6BaQTdyBTrtCR2s/IYQ8eu8hhhcMRGuJI93nKVcymYHTpD2ePScoxea5CqS61oU9FIQDAqyDk83F6tYYvRQWp7zyfrefpulOG4xcnD8OgmaGRo5J8e6C5bTAVPBvfo0y2nqfuBs9T9mCz2dCnPJjllJ/iOQ6JTKyffVoF0y233ILLL7884j6DBw/umsF0Q3w+Re1/I3B6fMjLkOahwlY81eORXfLYYLJrsdAdqMsQ9WJG5i7CYOXE4VW497yxXTqubMRkMuGI/mVYFrDDF7Q6PQHB5GfaKK4aE0JCkY2laPqQHaRVMFVVVaGqqiqdQ+jW7G/ugFu3suzy+gXTP+ZuAgD8/IQhanpaV6O65KVYMMkueWVsWNulXHfyUMxavTfuvk4kfsSPspFLnlicOGF4FS31Y+TxHx2BKfd+ptk2pLpQbX4NALdOTzzFlBCSu1QUBucaFEzZQdbUMO3YsQN1dXXYsWMHvF4vVqxYAQAYOnQoioqK0ju4LGRPQzuOuc//Y9+3LB+7A5Gmu/+3FteeNBj3f+S3yb3/o/X4+nenoro49Sk6gs0HW6AoQEdgJTy/CyNM/ePsL0Q6R9+yfCz7/dS0ifLuhPhRdhsIprbA4kQB+y/FjL71wPHD/r+9O4+Psjr0P/6dSWYm+0YSkkgSAQVUlgIWilbESlkurVha60KrtGqrYrV1KbWt620rKlfv9f5arbVXbF1afVWxtdY2IggqooLgwiJQFoEEZMlCttnO749knsyQmQAymS2f9+vly5nzPJk5w8mTme+crViXTjhR63Z3jYenxxpAODmurr8NznTe/5JB0gSm2267TY8//rh1f/To0ZKkJUuWaNKkSXGqVfJ6cmXXKlmVRZn6tKldbp9ff1m9U5v2NoWc++62g/qPEeUxqZfX59e5//WaJGncwI7NTmM5JK+6X3avPhe6IyzFRmA/oHBD8qxNohNkOG4y+uPl47uVHb7PGABIUk5G18dvepiSQ9IEpoULFx7THkzoWfAHo/L8TLnSG62hOu/vbAg5129Ch+31BmOMHnhlk4qChsS9vbVj9b5MZ+/+MaGHCX2BqzMwtYcJTC3ujhXfEmX+YrKpyO/qgff6u/5eZjj4IASgu9ygwJRu5+9EMqCV+qj0oG80TqvIU3oPk+/bPd0/YEXbin/v14OLN4VsAhnQ2996B/+xKsvvvqoikAoCYSjQmxSstfMaZ0jesRnaP1eSdNG4KqvsvFEVkqSBxdkJs+IogMSSG7Q4DEPykkPS9DAhupraunY2vmR8lf77lU0Rzw33jXS0bdsXeeOw3toPJiC4h6kkJ3ZztYBYyrQCUw9D8ghMx+QPl4/Tm1v26SsjK6yyC06vVEVBpkpz+fIFQHg59DAlHQJTH9XY2jEE57pzT1aWs+dfg3DfSEdbQ6sn4rHe7mEKnkJTwoccpKieepgCQ/KYw3Rs+udl6GujB3QrP/Ok4jjUBkCyyAnqYer9SQ+IBmJtH9XY2cOUlxE5LAWG58Sih6k+aCnew/X2h7jACmGS1C+n+6a1QCrIjBCY/H5jfWER/CYOAOgd2UFfVGe7+KIqGfDu2Ec1tgYCU+RVnE4/sUjLPv5U7d7e72Ha8mlzxGO9/cdkWFmuhp+Qp8rCLFarQcoKLEDQ6vHJGGPNr7nx2bXWML0BhezBBAC9zW636Q/fHadD7d6YbtuCz47A1Ee1HsWcheLO3pbgHqaXPqjVwje26f4LR2lAYfRWlNtQ1xjxWL/s3h0ml55m19+u/SITtJHSAnMB/Uby+Iw10fj593ZZ56TzhQEAxMTEISXxrgKOAe+OfVQgBAWWGg6nOKcjqASvknfNk6v19rYDevi1LVGri8fn186DrRGPx2IvE8ISUl3w0NbWoGF5gXl7P/jSSTGvEwAAyYDA1EcFNq90RghM2c60oDlMvpD/SzriQhHHornd2+NxNjYFjp8jaOuAp1busG5nd17nk4bybScAAOEQmPqo9sMCkzlsc9rcDIe1qlbg3L2N7dbx4I0aj9ehIwQmAMcvuBf1npc3WLe7epuZeAwAQDgEpj7KfYQPSbkZ6dZwvQ11jdpd3xoyl8kXxXUwm9u7LyrxwtwzJXVtAgmgdxz+5QkAAAjFO2QfFRheFwhF5wwrDTmek5FuhakPdzXqjPmvhgzJ8/mjt9R4uB6mUZUFevfnk/XfF34uas8DoMMJBV2r4bV7Qv8WAACAULxD9lHuwxZ9+OX5I3TduSdbx51pduUetkfTvkNdeyX5org1U6QhecU5LuYvAVF089ShkqST++dYZQzJAwCgZwSmPuJAsztkntLhw3Dysxz60eSgwJRu1xmD+4U8xs6DLdZtv4nemLwlG/ZG7bEARBbYZynwhYnX55fX33Et08MEAEB4vEP2ASu27NeY/6zRnX9bZ5WFm8MUPCncmWZXv5zQ/Y+Cl/72RnES08I3t0XtsQBE5uzcZ8nT2UXsDuoqdjl4OwAAIBzeIfuAR5f/W1JHMKlvccvnN9a3ypEmeocrDw5Mvij2MAGIjcB1HfjCxB20kIuTTWsBAAiLd8gUt6u+VYuDhrztONAS8iEp0jCccIFpb2Obddvvj35g+ul/DJMkfWPsgKg/NgDJ0RmK3J09xHe92NHrnG63KZ3ABABAWNHbfRQJac2O+pD7u+tbVVWUZd0/PBjNGFGuv39Qqyu+OKjbYx1s6Vr0wRulwOQNGhJ0wdhKXTK+2tpIE0B0Ba53j8+vxjaPnlu9S1L0rmcAAFIRgSmFfXKgRXOfWh1Stqu+TY2tHavS2Wwd3ywHe/Di0bpr5mnd5i9J0oFmj3U7Wos+BO/BlOVKY6UuoBdZPUxev9o9UVzqEgCAFEZgSmGBuUvB/vPFdfrPoGE4wQs9SFKa3RY2LElSfXAPU5QWfWh2d4Q3R5qNsAT0suBFHzxBvbtsWgsAQGS8S6awDXVN1u2K/IxuxysLs7qV9SR42E70epg6AlO2i+wO9LbgRR+C5zJe8cWB8aoSAAAJj8CUwhpaO4bQTRjUT7O/UB1yrDTXpT9cPu4zP7YvSnMeApvWZjsJTEBvc6R19Ci7g3qYirKd+vG0YfGsFgAACY3AlKKMMdpxoGOj2V9+bbhKDhtm98z3J2jAUfQwTT2tf9jyaE0SD8xhyqGHCeh1wT1Mgc2rAyEKAACER2BKUfub3Wpx+2SzSScUZionIzSQVPc7uuF4935jlMadWNStPFrLin96qGOp8qJsZ1QeD0Bk4eYwMX8JAICe8U6ZogK9S+V5GXKlp4X04Pzi/OHdFnuIJD/Toesnn9ytPFo9TLs6N8M9oTAzKo8HILJAOPIbqdXT0bvrYP8lAAB6xDtlivqkMzAN6NxzKfhb5K+OqjimxzpjcL9uZdFa9GFXfWdgKiAwAb0tOBwFhsM6CUwAAPSId8oUtf9QxxLgpbkdc5eC803uMc4Xstls+s6ZJ4aURWvRhz2N7ZKk8jCr+AGIrtDA1LHgCkPyAADoGe+UKSqwZ1JBlkOSdGpFniQpLyNddvuxT/LOz3SE3I9WYArMo3A5+FUEelvwAg+BFSoZkgcAQM9YmixF1XcuKV6Y1bGYQn6mQ6tv/bIyPmMwaQ/as0WKXmAKbICbZudDG9DbbDabnGl2uX3+rh4mAhMAAD3inTJFHWzpCEzBPUNF2U5lfcb9js7/3AnKzUhXVeecqGgt+hAIXumfodcLwLELDMELBCYHQ/IAAOgR75QpKjAkL9DDdLyGluXq/dun6NpzTpIUvUUfvP6Onqs0AhMQE4FheYdY9AEAgKPCO2WKamjt3sN0vGw2mzX/KVpD8uhhAmLr8B4mZzrXHgAAPSEwpagWd8e3x9nHuCLekaQfR2DaXd+qJRv3ygT1TgWG9tHDBMRGYJGHQ27mMAEAcDR4p0xRrZ2B6bMu8hDJ8fQwTbpvqb7z2DtatmmfVdbVw8SvIhALgYDUzCp5AAAcFd4pU1S7tyMwZTrTovq4x9PD5O5cQvz1TZ9aZfQwAbEVGJJ3sLljnmO0e6EBAEg1BKYUceMza3Xd0+/J3bn8t9XDlB7dwGS3dQamY1z0IXgYns3WFY6sHqY0AhMQC4EepdqGNklSv+zoLAwDAECqIjClgMY2j/6yeqf+una3/rJ6p4wxausMTvHuYWpxe3XPyxu0Yst+q+wvq3Zat1klD4itQA/T3qZ2SVJRDoEJAICeMBYjBQQ2f5U6Flbw+IwVaKLdw5R2jIHp/726WQ8t3aKHlm6xyvY3u7Xl00MqzHJadWeVPCA2HIf15tLDBABAzwhMKcDbOTdIkg61e9XWOX9JkjKcvbPow9FuXPvBroaw5b9/faueWrnDuk8PExAbzsO+RCnKdsWpJgAAJAeG5KWA4PDS2OpVW+f8JZst+ksGB76dDg5pn0VwWJJYJQ+IFWdQD1Oa3aYT+2XFsTYAACQ+PqWmgOAheU1tHj2y7N+SJGNCF1iIBlfnt9Pu4wxMh6OHCYiN4GXET68uVGleRhxrAwBA4iMwpYDAwglSxwIQj76+tdeey9U5Ybzd89kC01knF2v68LJu5cxhAmIjODAVMX8JAIAjIjClgMOH5PUmKzAFzZOKZN+hdn20uzGkLNORpsElOd3OpYcJiI1WT9e1yx5MAAAcGYEpBQQPyWto9VihJi8j+h+GAkPy2r1H7mF6oOZjHejcHDMgy5kWdg8n9mECYuP06kLrdg6BCQCAIyIwpYDgIXm7G1qtzWWfuvILUX+uwB4u7qMITPsOtXcry3Sm6xtjB3Qrp4cJiI3ZX6i2bkd5iiMAACmJwJQCPEE9TMZ0Dbkpzon+csGB3iuv30RcKc909iC1uLsP28tydgzJW3HLlzRjRLlVzip5QGxkB21mfTRffAAA0NfxKTXJ7TzYoq8/9GbYYwVZjqg/n8vR9Ssz48HXu21g+9e1u/X5Xy7Wu9sOqDVMYAp8WCvPz9QJhZlWOT1MQGwEr5zpifJqlwAApCICU5J7dHn4FfEKsxzKcKSFPXY8gvd12rinSRvrmkKOX/f0e9p3qF3fWfhO2B6mTGfXnImM9K7HYpU8IPaCe6cBAEB4BKYkF6lnprKodzajTD9sI1x/mAUcJKmpzWsNDcwNmlhekts1TDAjaGgQPUxA7FR1/n2Yelr3Jf4BAEAolkhKcgWZ4Yfd9VZgOlxPG9hu3dcsSWpq71rqPHjeUmZQDxg9TEDs/PXaM/XxnkP6/ImFRz4ZAIA+jsCU5CIFlsrC2ASmlvYj78cULDOoVyk4MNHDBMROQZZT4wYWxbsaAAAkBYbkJblD7eE3qq2KUQ9TpOc/GsFzrGysbwwAAIAERGBKcs0RAktlUWbY8mhrcR85MP1m9hgVZjn0m9ljQsp7Y1EKAAAAIJoYkpfkmiMMiRvaPzcmz794/V7NGtN9I9pgU08r0/ThZd16kUrzor9PFAAAABBNBKYkd/iQuEvGV+mcoaUqzcvotedMt9vk7dx/6e8f1GqB22fNTRraP1cb93QtNf7qjWdHnJ80urJAV509WAMKY9MbBgAAABwrhuQlufoWd8j9X31thL58av9efc4rzhoUcv/NLfus2/mHrdo3qCQn4uPYbDb9ZPowfesL1dGtIAAAABAlBKYkt/1AS8yf84YvD9HNU4da99ftbrRue/1dq/Z9/QhD9QAAAIBEx5C8JFbf4lZ9iyfmz+tMt2vuOSfJbrPpnpc3aPOnh6xjvs6hevd8fYQuGFsZ87oBAAAA0UQPU5JqcXt1x18/imsdBhZnS5K27+/q5QrMbeqflyE7eysBAAAgyRGYktR//etjLVqzO651yHF1dFC2ebpW6vP6OgKTI41fLQAAACQ/PtUmqX9+VGfdnnxKf2U47LrvGyNjWgdHWkcPksfXNW8pMIcp0sp4AAAAQDJhDlOSCvTuSNK3vlClh781Rukx7tVxpnc8nzsoMAXmMKUTmAAAAJAC6GFKUsGBaUBhZszDktQ17M7jNVZZYA4TPUwAAABIBQSmJJXhSLNuV/fLjksdAj1MnjA9TMxhAgAAQCrgU22SeHT5v/XSB7XW/UPtXknS/1z0ubiFk8Dzur1dgcnjo4cJAAAAqYM5TEng4z1N+sXf10uS/v2r/5DdblNja8f+S/3zMuJWr/BzmDpuM4cJAAAAqYAepiRwsNlt3f70ULskqbGtIzDlZzriUicp0ip5nYs+MCQPAAAAKYBPtUmgsc1r3f7kQIuMMWpojX9gcnaGIr+RvD6/3F6/mjrrSg8TAAAAUkFSBKZt27bp8ssv18CBA5WZmanBgwfr9ttvl9vtPvIPp4DgHqadB1vV6vFZc4Xy4hmY0rt+fTw+o2ufWm3dZw4TAAAAUkFSzGHasGGD/H6/fvvb3+qkk07Shx9+qCuvvFLNzc1asGBBvKvX6w60dAWmVo9Pja0dvThpdpuynWmRfqzXBS828fcPavWvdXus+/QwAQAAIBUkRWCaNm2apk2bZt0fNGiQNm7cqIceeqhvBKagHiavzx8yHM9mi18wCQ5FNz27NvQYc5gAAACQApIiMIXT0NCgoqKiHs9pb29Xe3u7db+xsVGS5PF45PF4erV+RxJ4/qOpR119q3W73ePV/qaO+7mu9Li/jkiMzyuPJ/l7mY6lnRBftFVyoJ2SA+2UHGin5EFbJaajbQ+bMcb0cl2ibvPmzRo7dqwWLFigK6+8MuJ5d9xxh+68885u5U899ZSysrJ6s4pR4/ZJN7/dlWtnVvtUkiE9ujFNVdlGN470xbF20vUrwmfu+8Z5FcfRggAAAECPWlpadMkll6ihoUF5eXkRz4trYPrJT36ie+65p8dz1q9fr2HDhln3d+3apbPPPluTJk3So48+2uPPhuthqqys1L59+3r8R4kFj8ejmpoaffnLX5bDEXnhhnv/+bF+9/o26/7VEwfqoWVbJUnTT+uvBy8a1dtV7dHJt/6rW9mDF47U9OFlcahN9B1tOyH+aKvkQDslB9opOdBOyYO2SkyNjY0qLi4+YmCK65C8G2+8UXPmzOnxnEGDBlm3d+/erXPOOUdnnHGGHnnkkSM+vsvlksvl6lbucDgS5pf1SHVZue1gyP1AWJKkohxXwryOgOIcp84bXRnvakRdIv3OoGe0VXKgnZID7ZQcaKfkQVsllqNti7gGppKSEpWUlBzVubt27dI555yjsWPH6rHHHpPd3jcWFWhsjTy2cnBJTgxrcnRc6YzDAwAAQOpIitSxa9cuTZo0SVVVVVqwYIE+/fRT1dXVqa6uLt5V61UNLR5t298iSZo1+oSQY5+rLNC3vlAdj2qFmD9rRMj9hh4CHgAAAJBskmKVvJqaGm3evFmbN2/WgAEDQo4l4ZoVR21DXceqfgMKM1WcGzq0cMEFI0M2jo2Xi8ZVacLgfvr7B7V6cPEmfWPsgCP/EAAAAJAkkiIwzZkz54hznVJRYP+lsryMbhvBVhYlzip/1f2ydc2kk/TdMwfKlQAhDgAAAIiWpAhMfZExRv+zeJMkqSDLGbIR7DWTBifkXKEMR+LVCQAAADgedAckqH9+VKcNdU2SpNyM9JAepovHVcWrWgAAAECfQmBKUO8GLSfe4vYqPa0rMCXC3CUAAACgL+CTd4Jq9/qt242tXtnUFZiYJwQAAADEBp+8E1Sbx2fdHlaeK3/QaoCJOH8JAAAASEUEpgTV1tnDlG636YeTh8jn7wpMDMkDAAAAYoNP3gkq0MN058zTlJ/pCAlMaYctMQ4AAACgdxCYElQgMGV0Dr/zp/AGvQAAAECiIjAlqHZPx5C8wN5GwT1MAAAAAGKDwJSg2rydPUyOjiby0cMEAAAAxByBKUFZQ/ICPUw+AhMAAAAQawSmBPTxniZ9vOeQpK4eJkbkAQAAALFHYEpAD9R8bN0O7Lk0+dRSSVK/bGdc6gQAAAD0RenxrgC6C56u5EjryLRnDC7WX689U9VF2XGqFQAAAND3EJgSkMvR1fFXmO2wbo8cUBCH2gAAAAB9F0PyEtCnTe2SpIs+X6nS3Iw41wYAAADou+hhSiB7G9vU4vZpb2dgOm9URZxrBAAAAPRtBKYE4fcbjfvV4pCy0jx6lwAAAIB4YkheglhX29itrDTPFYeaAAAAAAggMMWZv3ODpWWbPg0pz3SkKddFByAAAAAQT3wij6O9rdK4+Ut02RkDtWr7gZBjZfkZstlscaoZAAAAAInAFFdLa+1qaPXqwcWbVJjlCDk2aWhJnGoFAAAAIIAheXHkDPrXP9jiCTl21snFMa4NAAAAgMMRmOIorYcRd0PL8mJXEQAAAABhMSQvjlq8ofcnDinRJwdalONKV0U+S4oDAAAA8UZgiqPmwwLTqAH5+v1lpyvdbmPBBwAAACABEJjiqNkbGoq+MrJCjjRGSQIAAACJgk/ncbS3NfT+0LLc+FQEAAAAQFgEpjjZ3+xWo4dhdwAAAEAiIzDFyTPv7ox3FQAAAAAcAYEpTlZtr5ck2Ts7mdh3CQAAAEg8LPoQJ//e1yxJevTbY9Tqlb5IYAIAAAASDoEpDtq9Pu2q71jxYVhZriqKcuJcIwAAAADhMCQvDpravDp7SLEGZBsV5zjjXR0AAAAAERCY4qA4x6VHvjVGN4/0sUEtAAAAkMAITAAAAAAQAYEJAAAAACIgMAEAAABABAQmAAAAAIiAwAQAAAAAERCYAAAAACACAhMAAAAAREBgAgAAAIAICEwAAAAAEAGBCQAAAAAiIDABAAAAQAQEJgAAAACIgMAEAAAAABEQmAAAAAAgAgITAAAAAERAYAIAAACACAhMAAAAABABgQkAAAAAIkiPdwViyRgjSWpsbIxzTSSPx6OWlhY1NjbK4XDEuzqIgHZKHrRVcqCdkgPtlBxop+RBWyWmQCYIZIRI+lRgampqkiRVVlbGuSYAAAAAEkFTU5Py8/MjHreZI0WqFOL3+7V7927l5ubKZrPFtS6NjY2qrKzUJ598ory8vLjWBZHRTsmDtkoOtFNyoJ2SA+2UPGirxGSMUVNTkyoqKmS3R56p1Kd6mOx2uwYMGBDvaoTIy8vjwkkCtFPyoK2SA+2UHGin5EA7JQ/aKvH01LMUwKIPAAAAABABgQkAAAAAIiAwxYnL5dLtt98ul8sV76qgB7RT8qCtkgPtlBxop+RAOyUP2iq59alFHwAAAADgWNDDBAAAAAAREJgAAAAAIAICEwAAAABEQGACAAAAgAgITHHy61//WieeeKIyMjI0fvx4vf322/GuUp9x99136/Of/7xyc3NVWlqq888/Xxs3bgw5Z9KkSbLZbCH/XXXVVSHn7NixQzNmzFBWVpZKS0t18803y+v1xvKlpLw77rijWzsMGzbMOt7W1qa5c+eqX79+ysnJ0de//nXt2bMn5DFop9534okndmsnm82muXPnSuJ6ipdly5bpq1/9qioqKmSz2bRo0aKQ48YY3XbbbSovL1dmZqYmT56sTZs2hZxz4MABzZ49W3l5eSooKNDll1+uQ4cOhZzz/vvv66yzzlJGRoYqKyt177339vZLSyk9tZPH49G8efM0YsQIZWdnq6KiQpdeeql2794d8hjhrsH58+eHnEM7Hb8jXVNz5szp1g7Tpk0LOYdrKjkRmOLgz3/+s2644QbdfvvtWr16tUaNGqWpU6dq79698a5an/Daa69p7ty5euutt1RTUyOPx6MpU6aoubk55Lwrr7xStbW11n/Bf7B8Pp9mzJght9utN998U48//rgWLlyo2267LdYvJ+WddtppIe3w+uuvW8d+9KMf6W9/+5ueffZZvfbaa9q9e7dmzZplHaedYuOdd94JaaOamhpJ0gUXXGCdw/UUe83NzRo1apR+/etfhz1+77336sEHH9TDDz+slStXKjs7W1OnTlVbW5t1zuzZs/XRRx+ppqZGL774opYtW6bvfe971vHGxkZNmTJF1dXVWrVqle677z7dcccdeuSRR3r99aWKntqppaVFq1ev1q233qrVq1frueee08aNG3Xeeed1O/euu+4KucZ+8IMfWMdop+g40jUlSdOmTQtph6effjrkONdUkjKIuXHjxpm5c+da930+n6moqDB33313HGvVd+3du9dIMq+99ppVdvbZZ5vrr78+4s+89NJLxm63m7q6OqvsoYceMnl5eaa9vb03q9un3H777WbUqFFhj9XX1xuHw2GeffZZq2z9+vVGklmxYoUxhnaKl+uvv94MHjzY+P1+YwzXUyKQZJ5//nnrvt/vN2VlZea+++6zyurr643L5TJPP/20McaYdevWGUnmnXfesc75xz/+YWw2m9m1a5cxxpjf/OY3prCwMKSd5s2bZ4YOHdrLryg1Hd5O4bz99ttGktm+fbtVVl1dbR544IGIP0M7RV+4trrsssvMzJkzI/4M11Tyoocpxtxut1atWqXJkydbZXa7XZMnT9aKFSviWLO+q6GhQZJUVFQUUv7kk0+quLhYw4cP1y233KKWlhbr2IoVKzRixAj179/fKps6daoaGxv10UcfxabifcSmTZtUUVGhQYMGafbs2dqxY4ckadWqVfJ4PCHX0rBhw1RVVWVdS7RT7Lndbj3xxBP67ne/K5vNZpVzPSWWrVu3qq6uLuT6yc/P1/jx40Oun4KCAp1++unWOZMnT5bdbtfKlSutcyZOnCin02mdM3XqVG3cuFEHDx6M0avpWxoaGmSz2VRQUBBSPn/+fPXr10+jR4/WfffdFzKklXaKnaVLl6q0tFRDhw7V1Vdfrf3791vHuKaSV3q8K9DX7Nu3Tz6fL+SDgST1799fGzZsiFOt+i6/368f/vCHOvPMMzV8+HCr/JJLLlF1dbUqKir0/vvva968edq4caOee+45SVJdXV3YNgwcQ3SMHz9eCxcu1NChQ1VbW6s777xTZ511lj788EPV1dXJ6XR2+9DQv39/qw1op9hbtGiR6uvrNWfOHKuM6ynxBP5dw/27B18/paWlIcfT09NVVFQUcs7AgQO7PUbgWGFhYa/Uv69qa2vTvHnzdPHFFysvL88qv+666zRmzBgVFRXpzTff1C233KLa2lrdf//9kminWJk2bZpmzZqlgQMHasuWLfrpT3+q6dOna8WKFUpLS+OaSmIEJvRpc+fO1YcffhgyL0ZSyHjiESNGqLy8XOeee662bNmiwYMHx7qafdb06dOt2yNHjtT48eNVXV2tZ555RpmZmXGsGSL5/e9/r+nTp6uiosIq43oCjp/H49E3v/lNGWP00EMPhRy74YYbrNsjR46U0+nU97//fd19991yuVyxrmqfddFFF1m3R4wYoZEjR2rw4MFaunSpzj333DjWDMeLIXkxVlxcrLS0tG4ree3Zs0dlZWVxqlXfdO211+rFF1/UkiVLNGDAgB7PHT9+vCRp8+bNkqSysrKwbRg4ht5RUFCgIUOGaPPmzSorK5Pb7VZ9fX3IOcHXEu0UW9u3b9crr7yiK664osfzuJ7iL/Dv2tN7UVlZWbfFiLxerw4cOMA1FmOBsLR9+3bV1NSE9C6FM378eHm9Xm3btk0S7RQvgwYNUnFxccjfOq6p5ERgijGn06mxY8dq8eLFVpnf79fixYs1YcKEONas7zDG6Nprr9Xzzz+vV199tVvXdzhr1qyRJJWXl0uSJkyYoA8++CDkD1/gTezUU0/tlXpDOnTokLZs2aLy8nKNHTtWDocj5FrauHGjduzYYV1LtFNsPfbYYyotLdWMGTN6PI/rKf4GDhyosrKykOunsbFRK1euDLl+6uvrtWrVKuucV199VX6/3wq9EyZM0LJly+TxeKxzampqNHToUIYORUkgLG3atEmvvPKK+vXrd8SfWbNmjex2uzX8i3aKj507d2r//v0hf+u4ppJUvFed6Iv+9Kc/GZfLZRYuXGjWrVtnvve975mCgoKQFaLQe66++mqTn59vli5dampra63/WlpajDHGbN682dx1113m3XffNVu3bjUvvPCCGTRokJk4caL1GF6v1wwfPtxMmTLFrFmzxrz88sumpKTE3HLLLfF6WSnpxhtvNEuXLjVbt241b7zxhpk8ebIpLi42e/fuNcYYc9VVV5mqqirz6quvmnfffddMmDDBTJgwwfp52il2fD6fqaqqMvPmzQsp53qKn6amJvPee++Z9957z0gy999/v3nvvfes1dXmz59vCgoKzAsvvGDef/99M3PmTDNw4EDT2tpqPca0adPM6NGjzcqVK83rr79uTj75ZHPxxRdbx+vr603//v3Nt7/9bfPhhx+aP/3pTyYrK8v89re/jfnrTVY9tZPb7TbnnXeeGTBggFmzZk3Ie1ZgFbU333zTPPDAA2bNmjVmy5Yt5oknnjAlJSXm0ksvtZ6DdoqOntqqqanJ3HTTTWbFihVm69at5pVXXjFjxowxJ598smlra7Meg2sqORGY4uR///d/TVVVlXE6nWbcuHHmrbfeineV+gxJYf977LHHjDHG7Nixw0ycONEUFRUZl8tlTjrpJHPzzTebhoaGkMfZtm2bmT59usnMzDTFxcXmxhtvNB6PJw6vKHVdeOGFpry83DidTnPCCSeYCy+80GzevNk63traaq655hpTWFhosrKyzNe+9jVTW1sb8hi0U2z885//NJLMxo0bQ8q5nuJnyZIlYf/WXXbZZcaYjqXFb731VtO/f3/jcrnMueee26399u/fby6++GKTk5Nj8vLyzHe+8x3T1NQUcs7atWvNF7/4ReNyucwJJ5xg5s+fH6uXmBJ6aqetW7dGfM9asmSJMcaYVatWmfHjx5v8/HyTkZFhTjnlFPOrX/0q5EO6MbRTNPTUVi0tLWbKlCmmpKTEOBwOU11dba688spuX4ZzTSUnmzHGxKAjCwAAAACSDnOYAAAAACACAhMAAAAAREBgAgAAAIAICEwAAAAAEAGBCQAAAAAiIDABAAAAQAQEJgAAAACIgMAEAAAAABEQmAAAfY7NZtOiRYviXQ0AQBIgMAEAksqcOXN0/vnnx7saAIA+gsAEAAAAABEQmAAASWvSpEm67rrr9OMf/1hFRUUqKyvTHXfcEXLOpk2bNHHiRGVkZOjUU09VTU1Nt8f55JNP9M1vflMFBQUqKirSzJkztW3bNknShg0blJWVpaeeeso6/5lnnlFmZqbWrVvXmy8PAJAACEwAgKT2+OOPKzs7WytXrtS9996ru+66ywpFfr9fs2bNktPp1MqVK/Xwww9r3rx5IT/v8Xg0depU5ebmavny5XrjjTeUk5OjadOmye12a9iwYVqwYIGuueYa7dixQzt37tRVV12le+65R6eeemo8XjIAIIZsxhgT70oAAHC05syZo/r6ei1atEiTJk2Sz+fT8uXLrePjxo3Tl770Jc2fP1//+te/NGPGDG3fvl0VFRWSpJdfflnTp0/X888/r/PPP19PPPGEfvGLX2j9+vWy2WySJLfbrYKCAi1atEhTpkyRJH3lK19RY2OjnE6n0tLS9PLLL1vnAwBSV3q8KwAAwPEYOXJkyP3y8nLt3btXkrR+/XpVVlZaYUmSJkyYEHL+2rVrtXnzZuXm5oaUt7W1acuWLdb9//u//9OQIUNkt9v10UcfEZYAoI8gMAEAkprD4Qi5b7PZ5Pf7j/rnDx06pLFjx+rJJ5/sdqykpMS6vXbtWjU3N8tut6u2tlbl5eWfvdIAgKRBYAIApKxTTjlFn3zySUjAeeutt0LOGTNmjP785z+rtLRUeXl5YR/nwIEDmjNnjn72s5+ptrZWs2fP1urVq5WZmdnrrwEAEF8s+gAASFmTJ0/WkCFDdNlll2nt2rVavny5fvazn4WcM3v2bBUXF2vmzJlavny5tm7dqqVLl+q6667Tzp07JUlXXXWVKisr9fOf/1z333+/fD6fbrrppni8JABAjBGYAAApy2636/nnn1dra6vGjRunK664Qr/85S9DzsnKytKyZctUVVWlWbNm6ZRTTtHll1+utrY25eXl6Q9/+INeeukl/fGPf1R6erqys7P1xBNP6He/+53+8Y9/xOmVAQBihVXyAAAAACACepgAAAAAIAICEwAAAABEQGACAAAAgAgITAAAAAAQAYEJAAAAACIgMAEAAABABAQmAAAAAIiAwAQAAAAAERCYAAAAACACAhMAAAAAREBgAgAAAIAI/j+6qJ8UwgcDcwAAAABJRU5ErkJggg==", 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", 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", + "image/png": 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", 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", 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O/JUd+TtyQgghhBBCSE4TCAsmJyNMhBBCCCGEEKLHH1RT8tyMMBFCCCGEEEKIHpGS57Tnr+zI35ETQgghhBBCcho/U/IIIYQQQgghxJwAU/IIIYQQQgghxBwfI0yEEEIIIYQQYo6IMNFWnBBCCCGEEEIMRPowMcJECCGEEEIIITp8bFxLCCGEEEIIIeaIlDwnBRMhhBBCCCGE6BEpeW6m5BFCCCGEEEKIHn8oHGFi41pCCCGEEEII0eMPhGuYnPkrO/J35IQQQgghhJCcJhAKCyY7U/IIIYQQQgghRIdf9GFihIkQQgghhBBC9AjTBycjTIQQQgghhBCixxdgHyZCCCGEjEAURcGX/7wW3/rrumwPhRCSw3QN+AEAlcWuLI8kdSiYCCGEEJI0BzsGsGxzM57fcBh93kC2h0MIyUEGfEF4wxGmqhIKJkIIIYSMIMQkCEBGBdPPl27Bf/1tHRRFydh7EEIyQ0e/D4Bav1TmcWZ5NKlDwUQIIYSQhBn0BzHoD6Jn0K9t68mQYAqGFPz+jd14bv1hbDrcnZH3IIRkjs5+9TpRVeKGzZa/pg/5K/UIIYQQMqwEQwpOum05FAD3fmqBtr13MDOCqXsgIsr6fcGMvAchJHN0hiNM+ZyOB1AwEUIIISRBOvp96A6Lo/3t/dr23gxFmDolwSSLJ0JIftA9mP+GDwBT8gghhBCSIMFQpI5I1CYAQE+GIkxdkkhq7/PF2JMQkouIWkdPHjetBSiYCCGEEJIgg/5IWlxrj1e7nbEIkyTK2vq8MfYkhOQiogeTm4JpeLj99ttx4oknory8HA0NDbjyyiuxbdu2bA+LEEIIGTEM+iPOeC2SYJININKJHGFq6aZgIiTf8AfVqHQ+N60F8kgwvf7667j++uvx9ttvY9myZfD7/bjgggvQ19eX7aERQgghIwKrCJMspNJJt5Tqt+8of+8JyTd8AfWake8RprwxfXjppZd09x999FE0NDTg/fffx5lnnpmlURFCCCEjByvB5A1kxsHOK73fPslkghCSH/iC4ZS8PI8w5Y1gMtLV1QUAqKmpsdzH6/XC641c0Lu71R4Ofr8ffn923XbE+2d7HCQ2PE/5A89VfsDzlB9Ynae+wUhN0aHOAe32gDeQkXPaJ6X6He4c4PfGAP+e8oeReq4GfWqU2GnPzc+e6JhsSh62zg6FQrj88svR2dmJN99803K/W265BbfeemvU9ieffBIlJSWZHCIhhBBScHzYbsMftzmitp81JoSrJ6U/Le+F/Xa8ciiyMn3XKQE48rf3JSEjjqUH7Hj5oB2njwrhE5Mzk7o7FPr7+/GZz3wGXV1dqKiosNwvLyNM119/PT766KOYYgkAbr75Ztx4443a/e7ubjQ2NuKCCy6IeVCGA7/fj2XLlmHx4sVwufLbm76Q4XnKH3iu8gOep/zA6jwFPzwCbNsYtf/Y8ROwZMnMtI/jw5e2AYf2affPPHdx3vdzSSf8e8ofRuq52vzKDuDgHhw7eRKWLJmR7eFEIbLP4pF3gumGG27A//3f/+GNN97A+PHjY+7r8Xjg8Xiitrtcrpz5subSWIg1PE/5A89VfsDzlB8Yz1MgZB7eCYSQkfPpM5RGDQaBOn5vouDfU/4w0s5VIJzHVuTOzc+d6JjypgJLURTccMMN+Oc//4lXX30VxxxzTLaHRAghhIwoBi3MHURzynRjNJPo82bGXIKYs2pHK278+3qdvXsusLetD30Z6v1F0otfM33I71zavBFM119/PZ544gk8+eSTKC8vR1NTE5qamjAwMBD/yYQQQggZMrJLHgB867xjAWTOJc9oV97rza2Je6Hz+T++i398cAh3L9ue7aFovLP7KM7+9Up8/5kPsz0UkgBsXDvMPPjgg+jq6sLZZ5+NMWPGaP+eeuqpbA+NEEIIGRH4pEjSH76wEBNqVAOlTEWYjAKtlxGmrHCwI3cs3e97dScA4IWNR7I8EpIIwlY83xvX5k0NUx6a+RFCCCEFhS+o/hZ/7PjxWDxzFJ7fcBgA4M1Q41qjEGMaVnYI5dAUrEeymh/0B1HkinZtJLkDI0yEEEIIGVEEwqvFFcXqeqsnPAnKXEqeMcJEwZQNcmnROiiN5WAHyzJyHX+BRJjye/SEEEIIGTYC4VCDOzz5EYLJWGuUCIP+IEJxQheD4dVpp10tGPdlKPWPxCZ35BJ0BhT9PgroXIcRJkIIIYSMKMTkxxl2vPI41XSozUe60dI9mPDrdA34MePHL2HyD5fit6/usNzPG44wlRepES2xWk2GlxwKMKGzPyKYArmUK0hM8Qf1iyz5Sn6PnhBCCCHDRiCkT68RQgYA3t/XkfDrvLWzTbv961esHdjaen0AgFEVRQAYYcoWuSJLAsEQegYjUaUgBVPOI9Jqi1z5LTnye/SEEEIIGRYURUFrjxdARDDNGluhPZ6MU54stKxo7fGirVd9P+HGxwhTdsiVGqbuQX0KHr8PuU9fuPt0sTtvfOZMoWAihBBCSFy+98yHeHlTMwDAFU7Js9lsOP+4UQCA17a1JPxaiUQGbvz7eu02I0wEQFQDXUaYcp+BcJ1ZiTu/3QwpmAghhBASl2feP6jddtoj04fi8EToufWHsf9o/H49Xf1+3L50a9z9Vu2IpO2JgnFha05GJr2GCBNrmHKffhFhynP7dwomQgghhCSFS3K8KpJu7z3aF/e533tmA7Y198Tdb+HEagDA1ceP01IAmYKVHXIkIy/KVj5AAZ3zDIQFEyNMhBBCCBlRuMI234C+L45T2m7FK5ubdferS1ym+4XCr3vhrNGRCBNT8rKCkgO2D4qi4LMPv63bFgzx+5DLKIqC/rDpQ6mHNUyEEEIIKWCM/ZLkJpR+aZU/lQwpK7MI0dvJ47TDHa6ZYoQpO+SCLhnwB6O+X0zJy228gZBWZ1bMCBMhhBBCCpleQ4NQ0YcJUK2eBfEaiZq5rVkJJm9A2BE7pBqmHJi5j0ByIcJkTMcDaPqQ64h0PAAoYQ0TIYQQQgqZrn69O5nbIsI04A8iFmaPB0OKTnQJhJDyOO1aRIspecmjKEpUhDD510jTYIZAnzf6u+NnDVNOI9Lx3A47nGxcSwghhJBCpi8qwhSZPgRCcoQptmDqMAgvgRxlElEokZJX5HLENX3Y29aHu17Zhs5+X8z3H2mEQgquuP8tXPnAW0MSTbkgS/pMI0wU0LlArzeA5zccjooCClfDfE/HA4D8rsAihBBCSMYxupG5pJS8UybXYuW2VgAJCKY+c0HjDYRQ6gGaugbxsQdX47zjGrSUPI/THtP04b/+tg7PrT8MANjX3o97PrUgwU9V+BzqHMCHB7sAAN2DflSVuFN7oSwoplBIgc2m9voCzAUTa5hyg2//bR2Wb2nBlfPH4jfS39/GQ+p3b3J9abaGljYYYSKEEEJITIy1Q7Lpw3+cfox2ezBOSl6nFGFySI56Qhz98J8bcahzAH9esw9eKcLk1iJMkQlyW68XGw50amIJAN7efTThzzQcrN7Zhn0JWK1niqOSQBURu1QY7homXyCExXe/ji89tlbbZoxyArQVzxWWb1GbVv9L+lsEgPf3dQAATjqmZtjHlG4omAghhBASE78hsiMX27uddlx72iQA8U0fegZVwbRwYjW2/b+LUBa2GhbiaG9bRFwIkaarYQpv6/UGsPB/l+OK+9/Svb7bmTvTmi1HuvGZh9/BWb9ambUxNHUNarf/558bszaOZFm7tx27Wvvw6lZ1It7W68V/PBoRT8dPqALACFOuYey1tLNF7bc2c0xFNoaTVnLnykIIIYSQnMRYXG8URmKiFC8lbzAcSSp2O+B02OEJCxxhBmE2Ada55IWF28sfNZm+vnuYCssfW70Xdy/bHnOfrU3d2m0RQRtumrsjgmlFWHykwnCbPngNEc0PwpEKwaQ6NcWLNUy5RUWRvqfazpZeAMCU+rJsDCetUDARQgghJCZGswVRVyIQJhDxUqQivZVUgVVWpEaYer0B9Az6TW2i5RomYQ7xwf6OqP0Afapgpuj1BvDT5zfhnhU7cKRrwHI/tyOy2n6gvT/j4zLjaK9Xd9/M1j0RhjuOI9eqhUKKTrBPqS/VGiTTJS+3qCiOWCMM+oOayUtjTUm2hpQ2KJgIIYQQEhNZMF00azTOm9Gge1xMYOOlSIm+LMI1qzwsmG548gPMueUVHOrUCxCH3Qanw47icA8XUSP10eFumOEZhpS8rUci7x0rotY1EKnX2p8lwWR0JUymjkkWV9ube0yt3zOF/H3zh0K6+/d/9ng47Op5Zh+m3EKOMMnOl0Wu/Jcb+f8JCCGEEJJRxEr+ScfU4HefPyGqp4owcIiXIiVS8orCwqbco06wmru9pvuLZpeRlD81FbBFSjWT8Q1DxGF7c692u98bxH0rduD2F7dE7dc9GBErvSY9hIaDDoPNes+gua27GbIW6RkM4H9fiP6M6eaFD49g1Y5WXYQpGFK0++fOaMCM0RWaSyNrmLLP39ce0G7XlXm02/I5HK5U2UyS/5+AEEIIIRlFrPBbTXycmmCK/TpybyVAn8JjRolH3a/YUCNllYqVjCBIFTly1NbrxZ3LtuOh13fr6oWM+w3EMcPIFJ2GCFP3YOLjMEZvHl29Nx1DsqSlexDXP/kBPv/Hd3UNjv1BRTP7EEIpUYFOMss7u4/i+898qN2XTR/EOXM77VEpvPkIBRMhhBBCYmKcsBpJOMLkN6bkuWLtjhK3M/y/PiUvYPE+Vn2e0oncD2iP7OpncBLslgRTX45EmLqTijBFi9JUa6ASoVM6XrK7XzCkRAR7uPZNSwFlDVNW2WRIjZUjfl5/pI9aIVAYn4IQQgghGcOvCabYEaZ4KVJC8GgpeUVxIkxhoVTicobHoU6egxYT5T5fUKuTyhS9kmDaK/VYMvagkoXVQJz+VJnCGGH6YF8Hfr50C9oTEJZm9UE9Js1j04VcDyYL0UAwpInRSIQpbDLClLysUmb4+w1KglpuC1AIFManIIQQQkjGECv5LovJj8ORWBG+EBUeV6IRJn1KHqBOrP2GCNNHt16oTczaes3rodJFr0WEyWgAIRe9x+tPlSmMKYr/+8IW/P6N3fjRv+L3ZAqaRJOM/bjSiTzW3a2SYJIiTOIcC+FE04fs8sqmZt19eSFD9FYrhPolgIKJEEIIIXHQIkx285S8hF3ywpMo4Xon/reiOJyS53batfcY8AWjUrHKPE6t4DzTgskqJc8YRfLpBNPwR5gURUGfxfu+uaMt7vNDJucykxGdXqm+at9ROcKkSBEmddrq0GzFYwu4lu7BjKYRjmR2t/Zi+Ra9YJK/H1qEKc7feL5AwUQIIYSQmPjipOQ5bImt+It0OWH6YFUTJSiVIkvFklOe2cS9rswNADjam7k6pmBIwYtS09yDHREbdGMqoE+azPdnoYbJGwhp5+P4CVW6xxJJEZTPpcfQODgTyOl+stALhEKa+6H4/kVMRqy/b3ct246Tfr4CT689mInhjnhWbmuN2ibXvYnvCiNMhBBCCBkR+ANxUvISiDAN+oPairToy+KOU98gmxaI9LweC6e3Uo8ajerLYPrbK5uaLB8zihBdSl4Wapjk1MHqErfusUQavoqomM0WOU/xIjpDweq8BnSmDyIlLyzgYozn3hU7AADPfEDBlAk+OtwVtU1n+hAQ6beFITUK41MQQgghJGMIVzpLW3FHfJc8uXnrwok1AKwjVoKNByOTMlHv1NqjT7mbPa4CQERQZdL0IZbpgTHtTo7GZMNWXES1il0OLaKXKIqi4OJ7VoVvR857IkIrVXotBNP6/Z3445t7AES+LyLi5bWIeMlpeKMritI5TBJmh9SPbH5jFQD93z8jTIQQQggZUSRuK249oRaP1ZW5MaG2BED8ydSPLp2p3Z5SXwoA2HIkYmV8+byxeOjzCwFE6p0yWS9kNakHYtcwZcMlT0SYSj3OuKmPRvxBRRehcjkyG2EKhhSdoJb5/rORPj/u8OcQAtBrcVxlIVUoLm25hnCI/N6F03HtaZMA6P/+xTlghIkQQgghIwKRkueM27jWWjCJ+ga71MTSLMXP7bDD47Tjc6dMwKdPmqBtnz6qHADw8uZIWtzdn5yPcVXFAIDi8MQsk+Kks9+6PsoYRRIpSUBma3+sEKmJZR5H3EieEeN5dDnVcxYrBW4oXPvIu3g2gdQ5kZKnCSaL4ypHGeOlfZLkURRFW5i45oTxmig1E0yMMBFCCCFkRBCvD1MifXFEto5Dctpzm0Q+Zo2rwMZbLsT/XjlHt/3C2aMBAB8dUiNMNpv+tUq0CFPm0t/aw4JJiDSZAZ9+8i6LC6uJfSbRRZiSFA1G23ZX+PxmylZ8VQKufUB0Sp6x95VAFs2yQCfpwR9UNHFU5HKY1jCKRQKPky55hBBCCBkB9GvudqlHmIImESaz1f9DHQOm22eNrUSF1CjTabA4L9ZqmDInTjr61F5B46pNBFOMlLxsRJiauwYBADWl7qhV/ngawtgYWAiVbDeKFd8dEWEa9EcfV0VR8Oc1+7T7IdqKp51BKXpa5LJrNYwhswhTgUT4CuNTEEIIISRjiKaiFRaNZrUVZhNTgHd2H8VNz36Ijj41OmOXZh5mEauTJ9dajkOeIDvt+ueWhCfRA/6hRZjM+g8JhGvfeDPBZIhsZVswbQ7Xes0YXW5awxSrP5EcYTpvRkPGU/ISZXerajQQMX2IjjCt3NaK372+S7vP3rbpR0T2bDY15U4IWVlQdw2ErxnFzugXyEMK41MQQgghJCOs2NKMVzarduDlRebThlgRpk/+/m0AERtih1zDJAmmqQ1luPr4cbjm+PGWY5En7MbIQaRPU2o1TIqi4Ma/b8Br21rw/PVnaMYUMu1h0TfeLCUvRoQpGyl5u8LiYvroCk1oCBRFndxamUGI82i3AQ9/cSGufnA1gMyk5MXr3SVz+fxxACLNUM0iTFubenT32bg2/XjDx73I6YDNZtMWL+Rz2d6nulnWGCzt8xVGmAghhBBiyZceW6vdtoow2bUaBusJ9YF2tcmrVUreVQvG4RtnT0VDgjbQRhEiBJNsd5wM33/mQ/xz3SF09vvx1/f2m+7T2a+umo+vjhZTUbbikrjLRmRGiIkyj9M0LSpW1EtECj3hCbErg7biifbNeuTaE3HCxGoAkdRQswiTUQQyJS/9iMUB8Tdn5pIp0ldrSimYCCGEEFLACIEgSCXCJCgNT67sOtOHyDSkodyT8jjVsalibvORbhzt9cbZW0+fN4Cn34+4tNWaTPIURdFMHyaHLc4Btc8RAPzfh0fwzu6jANS0PllcWNlfZ5KAZAVvlvoYSzAJkw9Rm+LOoK14LKt2mYlSxE8YCZhFmIzikHop/YiUvKLwsTYTTEfDEaZqCiZCCCGEFDK72/p09yuK49QwGQSTnA6lrUZbpORZvbZMXZm1qDp7er12u6UnOcHUY5i0mzmr9fuCmsg4bkwFZo5RG+ZeFHbvAyLph8aIUjYiTL6wYHM57KbWzrHGJCa+QggL4ZSJz2E89laUeSJiPVaEySgEWcOUfoRQFeYb4u+/LbxQEQwp2HJETY2sLR3aQkiuQMFECCGEEFPaDJEaedIqI2oYjIYJ3QORybCw/ZYjTHL6lFW6n8zjXzrJ8rGKIpdm952syUKvVx9JM7Mm33dUbaxa7HKgxO3A0187FX/7yik6wSToHtS/XjZMH2QreLNapdgRJn3fLSFs9xoEdDowHnsritwRe2o5wmSsUTKmRrKGKf1oEaawYBLCunswgNW72vDO7qOa6cOMMeXZGWSaoWAihBBCiClyylN1icsywmMVYRJpOYDcuDbyuJw+lYib1nFjKjBjtPUETLxespGQXq9+kt1nYhzx13fVuqbTptTCZrOh1OPEKZNrUeKO7jOzKdwrqq5MTUcKKZEUueFCl5JnUsMUy4jCGGHaFjZSeGDlLsvnpEqiESaP9Blke3vj5+jz6l+PNUzpZ8CvbzMg90P7zbId2NeuLi4snFgdMyqcT1AwEUIIIcQUsZJ84qRqvPrdsy17qoiULWMNk3CVA4BNh1UR4bCoYUokwgTETt0Tr5d0hMkwaY+adIcUPLX2AADgEyc26h4zE0zrD3QCAE6cVKNtG26nPL+Ukpd0DVNIX8O0PzwBzgS9XnPBVC/VtAn7akGp26l9j0QkQ2A0kWBKXvoxRpjkv+m2Xi9u/sdGAEBlAmm2+QIFEyGEEEJMESvJDRVFMYu3rSJMbb2+qH3N6oMA63Q/I7GElRZhSjolzyiY9BGm1l4vfIEQHHYbzj9ulO4xMWmMPDeAe1bsAKAXTMOdlueTUvJSr2HK/DTRyvThBxfN0G67HXbYpO+N3W7T3NeMaaMidXJspeq2yAhT+hFpj2KxQG4iLdc9FpssJuQrFEyEEEIIMUWk5BW7Yk98rFzy5AiTQF6Nril1o6rEheoSV8Kr0WZNYwVuraHp0ASTsYbpUKdqiT66okg3fiBSmyVYtaNVu33SMTXa/sNt/CCn5JWaiNGEXPLCY//lNXMzMEIVqwiTnHppPOZAxMnwqCTKuwb8WLNLdSqcHn4+9VL6EQ2cq8I9luwm5wcwP2/5ChvXEkIIIcSUQUOtghUOiz5M7X3RbnXyHMrpsOPtm8+DzWY96TLynfOnYVtTD65aMC7qMS0lL0lxYkzBM07iD4cF09iq6B5RRjHZLUVMZo+rhNthx0AoOOwRJjklr6Y0WozGsgjXIkzh4ykiZeUJRgGTwaqGaUp9mXbb7Juh1sb06OrkWroHEQgpKHLZcc6MBry2rZURpgzQEV4IEVG+AYtm0YEM9O3KFowwEUIIIcQUrUFlnAiTWR8WILGUvCKXQ3M9S4TKEhf++pVTomqJgNRT8kTdS0W4z5S1YIqObhmPjei5dHHYPc8TFpsiTW+40FLynHZUl0SnUybSuFZEmIQVfDAD4kM+1seNqcDoiiJ84dSJOpMHm0kaZ21ZdIRJRDTHVhZr3zMKpvTTEe7PVlWiCnFxLozEamSdbzDCRAghhBBTRGqbsU7HiFUNU7yUvHSTqmDyB9Rx15V70D0YQLfBSOBw5yAAC8FkqNMYMBTEi+jVM+8fxC2Xz0q4VmuoaCl5dhtKTARTrAhTQIswqedKlDLFakycKqKG6Yr5Y/GLj82Fx2mPEkhm3xghVAelpsAiVay61C0JprQPecSjRZjC36sxlcW4dO4Y/N+HR3T7ZaH9WMZghIkQQgghphgn/1YIcwBF0fdiyp5gMk8RskKshNeFm2wK4wDBoRgRJmOPI2NTT5lM9DEyIxhSNKHgcthNnQVjiZ+AoYZJnLNMRGtEhOn4CdUocjlMo0lmikmMyS+lfYnIR3WJS0v9ZB+m9GOsYQIQZYYCFFaEiYKJEEIIIaYkavogiyA5bcvoYAaYp1elC0+KNUxif5FaFAgp+NObe7THm7rUCNOYiugaJuPnMdZ9ybrkvb3teHdPe8Z7MsnRI5fTbipSjdFAs8eEENZS8tIcrgmFFLy7tx1AbJdEs2+MsEqXJ+VCoFeXMMKUSYRLXqkncl0wNmsGgCraihNCCCGk0DH2W7FCthUOxoswZdA4K9WUPFGzI9di/Oz/Nmu3hWteWVH8dDpj3Zcclbn135vxiYfW4GFJjGUCWTA5LSJ6sVb/A4Y+THZ7RHykM2Lz0Bu70dqjiupYx9ZMZIvPJRsLCAOJimIXxFNYw5R+ZMt6wYWzRqM0nJ5608UzcNKkGty85LisjC8TsIaJEEIIIaZok393Yi55QCQ64Q+G8qeGKTwBrCo2L14XE0Srxr0yxpQ8s/n6mzva8LWzpiQ1xmSQ09TEpPa4MRXYcqRb2x7Lwcxo+iAbdSgKkK4g4b2SEUYsB74ek+iFcPDzBxWsP9CJR9/ao9XcFbscjDBlEL/J38OoiiJsvOVCTVxn8vudDSiYCCGEEGKKV0z+47jYyVGM+17dgZ7BAD594gQEQgoqi11YMmc0/vruAQDWjWvTgRAH3iRT3oTAMAqiUEiB3W7TBJgnIcEU31nQTEimEzGhddhtmkB95NoT8cDKnXhzRxt2t/XFrmEKP+YwpOQBasql3TRJLnkqip2aKDeLME2oKcH+9n6cOa0+6jFROxYMhXDl/W/pHity2TWjCtYwpR/x92BsiJxoa4B8hCl5hBBCCDFFM31wJ17D9NDru/HkO/vxuzd2AQDmNVah2BWZDGdSMAnBY+yrFA/N5MBhw28/s0DbLj6/NwnBJNL3YvWuOtDen9GJvLHxLACMrizCz66YjWmj1Iau/gQEk8vgkgekt45JblZsVsP0r+tPx1fOnIwfXDQj6jFRX2X2OYp0ESYKpnRjtcBQyIycT0oIIYSQpEjU9MFms8G4uPxC2GL43On1Wi8iILMpeWozU2DZ5uakBImWYuSwY8nsMdp2UdweWVGP3y9KuL7Fqvvq8QY0R7dMoE1oHdHTPFGXFIxlKy5FqOT/gfQKkPIiSTCZRJhqSt344ZLjcNyYiqjHxOcwM9CQ3fYKyKgtq6zc1oJdrb0AIn8PLpPvV6Eycj4pIYQQQmIi97SR78czfQAiK/5G5jZW6SbumUzbuWyeKnaau72a2EkEfyhSs2O326J6/GgRJouo0QvfOkO7LfoKiWN2+9VzTJ+z92jmLMb9Qb1pg4zTomeWTDBkXcOUzgiTbMmebH8qlyaYrCJM6m1GmIbOhwc7ce0j7+G8O18HkFxNX6Ewcj4pIYQQQix5f187Zv/0ZdwnFeIbHd9iYRU5KnU79RGmDJY51Jd5tIlyMml5frFiHp4Aima0/b4ggiFFEwlmERsAOLahXLvd1qvWJ4l0s0+fNAE/uiTaLWy/oddTOhFucWZRG1GXlIhgsptFmNIYsZlQU6LdTuQ7JhMrJU82faBeGjpbm3q024qiSBGmwq1ZMkLBRAghhBBc/5d1CIQU3Llsu7ZNdh2Lh5V9dYnbAY9kGpHJGiabzYbScKTi7uU7EhYlWs1OeBIuPu+AP6hz3LOKMMmfvalb7dkk0gMB4NrTJuHa0ybhgc8ej08ubASQ2QiT6IlTadIHJ2KWEEMwhVWGMHswmj6kC/FS37twetL9uVwxU/LsjDClETnCLAttTwIpqoUCBRMhhBBCtIm+QFEk04cYBgYCh8Vqc4nboZu4Z9pJS6R2/fXd/bht6eY4e6sYU9hKtAhTAN5AJLXPKsJkt9s0q20hROrKIxblTocdt1w+C0vmjMGEWjWqkskIU/eAKpgqiqIFk4gW+QIhHO4cMH2+0BhC3MrnrLXHi2ffPxiVvpkKQYO5RDLItuJGdDVMFExDRv7ey+fd5WSEiRBCCCEjBDODhIASmTjHc8kDrCNMpR6nTjA5MhhhAvS1MO/v60joOX5DI06RkjcoRZjstsgk3QyXVMNlswE1JeY9nSbVlgLIcIQphmAS5+meFTtw2h2v4t8bDkftY0zJAyJC6+oH3sJ3n96AR97aO+RxBrRaqeSno+Jz+CxMH9iHKX3IkdWugYhZidUCQiEycj4pIYQQQkw5JEUaRF2JX5qHxuvDBFjXMHmcdlSVDF+ESRY1oyqKEnqOMA4QkQ6RktfvC0qW4olbq1cVuyzFVX25mqrXmUGXvO5wDVNFcXQNk3Fcd7y4NWqfoNaHKbJNCN2+sJnG6l1tQx5nIGRtThEP8Rx5Ai+QU/LYh2noyIsB4ntrs2XW8TLXoGAihBBCRjhm6WHCZM5htyWUMmUVJbDZbKiSU/IyPMfq6o80hU3Uec0YYSpxRwumeI5gcoTNrHZIINIb05HSZoUQEWbjMEYCe03MMUKGGiYAMAYGZ5pYfSeLEKqpRZjU5/SbjJ8RpvQi162J75bbYU+67iyfoWAihBBCRigPrtyFi+9ZhYNShElM5EWEqViqB4lFrNXmSinCNJxzrETrV0QdjDNGSl68prVyDZeZO51ANpTIFJ39eqc+GeN56vMG8Nz6Q3hje6u2LVZKniAdOiRgsC9PBiHizY6jOplXbytpGenIJihZIx7sUBdXRlJ0CaBgIoQQQkYsv3hpK7Yc6cZf3t6nbWvp8QIAfOE5UiKGD0AcwSRN3JPpj5QK31k8TbudaM8gLcIU/gylblXwbG/uwU3/+BBAIhGmyOPlnlgRJiHGMtdRtTV8DkX6n4wxJS8QUvBff1uPL/zpXe14GV3yjLcBwJsGwRfQUv9SSMmzW0fq3E57JMJkOMy/fXWHaRoisUYuE/vBsxsBZP7vONdIrksYIYQQQgqClp6IK54xgvTMB4e0CFMiTWuB2JNeuf5H9AjKFB9f2IjqEjf+889rYWKgZopmKx4WReVhs4Qn3t6v7RPvOMhRklgRJlFAPxgIQlGUjKQ1tcQSTDHO08GOfkysLUXIRMgYa8/SIfgCMRrsxkM8x2wcLockmKQoY78vgF+/otrm/8cZk9BQnliN20gnnc2K8xVGmAghhJARyD6pbsnY5PXmf26CP6ROOBMVTGYTcbM0tm6TIv10Iyb6IYuJ3voDnbjthc1a/Y5mKx5+XrmJ4KkrM3e9M74nAJTHqJ0SKXmKEulzlW5EhMlMEMQStrvbVOc+EVGIlZIn262nylBc8kS9mVlKnsthk0wfIttbur3abYqAxOGxYoSJEEIIGZHIxf6tvV7dY067TUvJS6RpLWA+ERcW2jKZjjABkYm+PNHzBUL4+dItWHRsHb702FoAgMNux00Xz9CiFG4twhQ9PYoXjXAlWMMkC1CvP5SwIE2UUEjB0T61hkluniuIZeCxp7UP50w3N30wNhxOh9gT5yelCJPJORa4JEMCOcLULPUa82VIrBYiZs2KrzlhfBZGkj0omAghhJARiBxVMlpcl3mc8IfUxxMVTMYIU12ZG3d/cn7Ufj3ezEeYxFjkyfLDb+7Go6v34tHVe7Vte9p6MegPoi0sGMdUFgMw71/UYJLeJqOLMMUQTC6HHQ67DcGQggF/EJWwrndKBV8wpIkIM+HmiBHN2d3WC8DK9EG/bzpc/gKGyF4yxOyJ5YjYiusEU09kYcBv0r+JmGMWqf04BRMhhBBCCh1jGp7M3PEV8IXU1XhPCqYPVy8Yhzs/Mc+0PmdYIkzh9w1IE73VO49G7VfqcWqpieUeJ6rDbn6mEaaK2IJJTisri2H6AABFTjv6fMGMWIvLQsBMiMSKMO1uDafkJWD6sK2pZ0jjBKSUvBQaoFp9Dnu4P5AQe3JwpE0STJlKhyxEAiaCqTRBy/5CIa9qmN544w1cdtllGDt2LGw2G/71r39le0iEEEJIXtLrjZ6siwazNptN68OUeIQpMqXwxLAiHxuO4mQSsxomYYcsU+5x4qHXdwEAJtWVamMuN4kwVRXHrmFyJpiSB0i25WmoAzLil5wuXCZCJFYNk4i0iWav8q5G04fDXYNYf6BzCCOV+zAlH2GaNqrcdLv4zGYRJrneaeW2Vt3z3tvbjv98bC0OtEd/T0Y6ZhEmCqYcpq+vD/PmzcP999+f7aEQQggheY1ZhEmknb2+vQ3P7NH3JIqHPBE3M3v49w1n4MJZo3DfZxakMtykEDpBrr3wm1jmlXqcOBAWUmdOq9O215oYPMQTQc4ETR+AiGvgpfe+mfZaGpHmJiItRmKJExFJSKQPEwC88OHhoY017Pmdiq14kcuBRcfWRW13h0++zaRxrWyF/quXt+H3b+zS7n/8d2uwfEszvvv3DUmPpdAxq2Eq9aS39i7XySt5ePHFF+Piiy/O9jAIIYSQvKKr349it0MzNejs9+Hu5duj9pOjKArCLnnOFASTSRrfnPGVeOjzC5Mad6qIlDzZEMCsdMfpsGupWSdMrNa2TzeJXpTFEUGJ1jABQEe4sWwgpGDT4S4smFAdc/9k8ImeUhZpbrEc6UTER2T16WzFTSKGZqYSyaDZuadg+qA+L/qzCGt4M1txYxrez5duxVfOnKLbZhaJHOmYpeTF+3soNAr603q9Xni9kXzV7u5uAIDf74ffn/mi01iI98/2OEhseJ7yB56r/IDnafjp6PfhpNtXYnJdKV7+r9MBALcv3QyTRWNUlURPC9xOW0Lny26TUsFs2T3HSkiNJARDSmQcJp930OfHYDj30AFFN+ZbLjsOty3dqkWmipyxP5McJIm376yxFXhvbwcAYHtTF2aPKUvocxkx+3saDJtqOB3m580O64iWPxiC3+9HIBiOxCgh7TXMJI3NcMySRUTDlFAopdcx01kuu/q5Q0E1ghqSvgP9vuioqvF97fbEvu/Jks/XPr9ff9wm1pTAidTOWa6R6GcoaMF0++2349Zbb43a/sorr6CkpCQLI4pm2bJl2R4CSQCep/yB5yo/4HkaPja22wA4sLutD//3wlLYbcALGxwwmwIHOptgzNY/vH8vli7dHfd9jrbZtefu3b0DS73REazh4mAfADjR1z+ApUuXAgAGBqI/87adu9HebQNgwwfvvYPObZHHqgH810zg1xvVqdK6d1bjyEbr9+zqiHz+9e+9jbbN1vsuqQHe26u+7rJ3NqLoyNDSwOS/p6Z+AHBCCQa0zy6z8aj6fTBDHK8DB9XPsm3rFiztUj9If1/08Vu3cTNGdW5Kedy9/eprvrPmLRyKdqCPS2tL5JgL/L5B9TP0AoAT/QOR78DO3dH7R46Rej4GB/pNj1u6yMdr38Yj6nfm+NoQrjkmBKe9Gy+++GK2h5UW+vsTiygWtGC6+eabceONN2r3u7u70djYiAsuuAAVFRVZHJmqaJctW4bFixfD5UqvpShJHzxP+QPPVX7A8zT81O1tx8Pb1L5Dp5x1HurKPHh4/9vYeKg7at9zFs7Gq8/rZ/onzp2BJadPivs+/7XmFe323FkzseS0iUMb+BDY1tSDX324Bi63B0uWnI139rSjbc3aqP3GNU7Atr5WYNCLsxedgdnj9HODHS29+PXG1QCAixefizGV1r2Ynm59Hzu6VSe+i88/G43VsRdmW8p24ME39mBM4yQsWTIj2Y8IwPzvacuRHmDDGpQWqZ/dSPG2Vvxp+zrT13O43Fiy5By83LMBONqM2bNmYckpEwAAD+5ejaYB1Xb8/Bn1WL61FWMnTsaSi6abvtZvVuzEyu2t+Mt/nGhpEPCzD1cCPh/OWrQI00ebmzjEYnnfh1h/tEm3raKsFEuWnIHNR7rx641vw+MpwpIlZwEAXn1mI9ByRLf/RRddDLvdpn1/xfPTTT5f+468tRfYux2N48fh41fMyfZw0orIPotHQQsmj8cDj8ekaZvLlTNf1lwaC7GG5yl/4LnKD3iehg+bPRJNONofhMMR1MTSGVPr8ObONu3xyQ3Rk9bpoyuTPlclnuyeX49bfe+QosDlcuFzf4oWSwAQCAG+cMpdabE7asxuV2SaVF1WFPMz2aXaoKrS4rifvyxcL+YNhIZ8rHR/T+FxuBx209ctlizPa0vdWpNbQK1VcblcWv2a2+nQXsPhkD+fOrcaCCiWY79/pRqVfGFTCz57srl4FhboRZ7oY58IbqdZCqn6ud3h1wsB2mv7TIw/Dvf4cUxdJLzltDhu6SIvr3029dw7HY78G3scEv08eeWSRwghhJDkkAvdm7oGsWpHRCBdMneMdttuA8ZVRVt+T21IrL7mtqtma7dTcT1LJ8LdLWhSrC7z97UH0R4WDGbOfsXuyIS81B17jTkg9T8qScBZsChs1z7gT69LnhAhLpPPA0Rc5ACgutSNa04Yr0XOggm65FUWq5PMWL28BFbmE6GQgt7w8yvimGRYv7ZZnym96YMSw/QBAM759Uq8vCkSpTIztxjpiO9DCu2yCoa8+ui9vb1Yv3491q9fDwDYs2cP1q9fj/3792d3YIQQQkiOIttW93j96B5Ui5zLi5yYWBNJGytxO9FYU4ITJ+kd28aaiCgzPnXiBO32gC/9/YWSwWFiKS0jRxQEHhM3wHFVxfjxpTPxy2vmRvUhMiI7ibkTmFkKUZXKsVq1oxUf7O8wfcwfp7eRLKTKi5z49cfn4dmvnwYg4pIXMmlcKwuJqjiCSW6eayWG+nwB7fxUFKcWtXDGFEzqffk7YNUo+NcvR4rXsi32c5GQJpjySjaklbz65GvXrsWCBQuwYIHaw+HGG2/EggUL8JOf/CTLIyOEEEJyE3lVfdAfQveAOsm9dO5YOKWJfZHLDofdhr9/9VSdkEp0AinvZ+ZGNpw4YkSYTpxUjWtPmxS13W0RkfnSGcfgEwsb476n3sI8/jEr1iJMyR2r5u5BfP6P7+LqB1broicCfxxbcVnMiQa9Qlz5giFccf9bWLe/E4D+c8iBl8pwg+NeC8HUPRBxHrOqX+oZDGjjMYvuJYKZRXp0Hyb1GA36g1i966jp6zRK3/dUmugWOgFGmPJLMJ199tlQFCXq36OPPprtoRFCCCE5iRxhGvAF0ROOMFUUO3UiR6SI2Ww2fP4UVSCcMKEqpfcUr5UtYgmmR687yVRMpDppF8RL/zNSnGKE6VDngHa7z+S5IkpkKZgMESYAOuG84UCnVtckR5VkbRZJyTMfe5ckmKxS3ORIpy3FNDjTlDynuk28pIiOPL/BuslubWmk/1giYnekYRZxHGkUtOkDIYQQMtLxBiKT2r+vPYCtTT0AgIoil27CWSyJnM+e1Ijm3Zvx1asXJPVev/jYHLy8qRmfOXlC/J0ziCaYFEU3eQdUMScax8oMVTCFzBpbxUAc7/4kBZOcBmf8bIDcuNZ8citHmCo0wWS+r6y55LlyRZyUPHlcVsdFRJhSTccD9EJP4I6qYVK3B0wMHwTyORjJosCKIFPy8ivCRAghhJDk8EqmAkIsAepk2SzCBKgT0dnVihZJSJRPnjgBf7r2RJTEMUjINGKyHAwpmHfrK7rHHHYbOk0Ek9nkOxliTcjNEBEmq7oaK9olVzszwSTGYfV55BqmsnC6nMtiImy3qGES3wurlDx5XA+v2mO6j0jbK0/R8AFQm9QaEQIsUsOkHo9YgrhH+hyMMEVD0wcKJkIIIaSg8QXNXdgqil26tK3iLKfRpROruqvTp9YCAD6eQE1SsqQaYRpIUjAd7Y0IJlGPJhMIqefbynjCrIbJ6njJ2+Vd4pk+yILp9e2t2NHcE7WPEFtlFjVOiWCWdlipCSa98Ues49wlCWhGmKIxc00caVAwEUIIIQWM18K2ekp9mT7ClIAVdr5gNen98aUzAQDTRpVj7Y/OT+t7plrDJKeDKYqC65/8AF/+81pTQwcAONDRr93uNEvJC9esWaXZuU1EslX6nnwcbYjcFkKrzxfUaoRkugf1QmrDwS7LcVqZbSSCWRStIjw2MfSgZPpg5Mr5YwFA14vK6riNZIKsYaJgIoQQQgoZuYZJ8MuPzcXscZW6VKyiIdbw5BKOBARAXZkHu3++BN8671jc++nkarXMSFYwlZik5PV4A3jhwyNYtrkZzd1e0+e9trVFu91tlpIXErbi8U0filwRRzmzKJOVS54cFdrV2hv1POO4drZE7+OPY06RCGZCr6JYHZsQg75ACP5gCC9sPAJAHym79vRjAOijduzDFE1Q+06N3GNTOFdHQgghhEThM2nWedb0egB6YVE8AiJMxia8drsNNy6ehsvnjR3yewZTTMnzBxXNClxOcTNGRHa39uLXL2/D3qORCJOZS554LbfTog+TdM7l3lNmgkkXYZIeFkILAG76x8ao5xlrq4Qjnuk4hyCYzCbwotlwVYlbG/OGA52aVfqccZXavqXu6LTIZFMrRwJMyaNLHiGEEFLQeE0EU03YRlkumi+kGiaz4MoN50xN2b46EZKNMMkmGwP+IFwOu+YcB0QbKlxw9xu65riAeQ1RpHGtuRCR09g8kvBx2W0wWmHIIkpOyZOP4z5JwAm6+vUCySwdzh/HzS8RzFLyBsI9wBx2G6pL3Gjv8+GjQ5GUwOMnVuMTJzaisbrE1P4+WfOOkQBtxRlhIoQQQgqaHsPq/g3nTNXSoOQJ8VBttXMJs4ldpiMHZrU8sfA47Vp62GA4UiSfqy1HunX7G8USYG5JLiKKiZxPeR8z8SFHFIz666JZowFEjDRkjBEmszo6fxw3v0SQxdb0UeWYVFuCK+eP07ZVhxvsyrVeg/4gPnvyRJw5rd40qipMM0gEISKtUl1HAoVzdSSEEEJIFIe7BnX35zdWabflKERBmT6YpA6dP3NURt/TTNDEwmaz6Xox9XkDuO6R97THv/fMh3Ffw0wwiWiOHD2yYsboCu22WXqbw8JWHABOP7YOQLQYauv14qVNTbptZg51kQjTUFLypNTAJTOw8nvnoKGiSNtWW+oBABxojzT7lRsFl5h85/2MMEXBGiam5BFCCCEFy3t72/HunnbdtnHVxdptp0Xj2nxHThk7ZXINfnzpTMwaWxnjGUMnlQhWsduJPl8QA/4gfv/G7ih3uXj0+4OA4bR5tQiT9flcfuOZaO/zY1JdqbbNzB1OjioZ0xlFdMpoKvKNv3wQ9TpmKXkBrYYp9Um4LApLTXp/VYYjTIc7JcEkjaXI5Bglm1o5EugLpzkWZ7m/WjYZuZ+cEEIIKXB+8GwkSnHvpxcgFFJw3JhIVMFRoDVMMjNGV2RcLAHAf18wHTf9YyM+c/KEhJ9T7FYn/AP+IFp6BqMeD4WUmIX2/d4AEAmoQFEUrNnVBiB2St7UhvKobWZ6z66zFdcj6n+MNXJGgQ6YR5h8aXDJmze+SrttJviEI2CH1GdpQIqImR1bv0XfspFMn1c9f2WewrxGJAIFEyGEEFKg7G7tAwCUFzlxyZwxUalqusa1BZSSJzNeiqhlkk+dNAGnT63DuKrE36/EpU7DBnxBU0OKfn8QZR6nZYNYY0reGzvatJ5HZoYGsWjpibYxd1jYigNyhCm+wBg0rWES/aJSF0yNNSW4ePZobG/uwXFSeqFAOPDJgumGc6bGfM1kUytHAiLCZBbFGymM3E9OCCGEFDjFLgcG/EG88M1F5n12dFbRhSmYJtWWxt8pTTTWlCS1v6gbG/AFYRZI6h0MoMzjxLLNzbrtbocdvmAoKnKzXNovHSYesqA21jCJ15fT7aya7QrnOhl/GlLyAOCBzx5v6X4YEUyq6cOSOaNx0jE1MV+PKXnRCMFe6hm5soGmD4QQQkgBoigKBsP1JUVu8597eaJZaCl5XztrCi6YOQrnzGjI9lAsKQ7X4PT7g6YNU4W1+PbmHt32imK1NkekSgmG4nr4p2sXYmxlkW5bbdh+HkCUoBM1UnKESTZMkCNt5v2ihp6SB0TXVsm4wr2ohHPg+Or4gpYpedGI79lIFkwj95MTQgghBYw3ENLqUhIRQ4UmmG66eEa2hxAXccwHfcGoGiEgsrJvTL2rKHairdcbFWHSCaYkz+e5M0Zh9c2jMOmmF7RttWVuaQ9DhMkVbfogiw23JNgGYzTYdWXQzt4oxirDQjMWiaQYjjRESt5IrmFihIkQQggpQGS751jpdqPDNswLJ1VnfExEjxAVvmBIM0GQeeStPXjqvf06K2wAKA+v9PsMk3vZ9tk9xMgNAJRINSuWNUzS90wej9wjyW/S20irYcqgVbXbIMbqdAJQpapEL6LMxN1Ihyl5FEyEEEJIQSKiD067LWba08rvnY0NP7kAVSXRk0mSWcR58QdD6Dep8/nX+sP4wbMbdaYFQGTiaoyGxDJpGCpGXWPmkucLiyCH3aZLMTQKO0CqYcpghMkoGkVfJplnvnaa7r6Zo99IxhsIaumTJSPY9IGCiRBCCClARDF+PDOHIpdD61dDhhe3JJjkeiTZ+h2IdrArS0AwpdvtzWZMyTP0YQqFFNz5yjYA0UIlpESbKaSrhikWxteuMYkwTW0ow8mSEUQgpMAfDKGlexDXPvIuXt3aHPWckYT8HStKoBlyoTJyPzkhhBBSwAwkKJhI9hDRFX9Q0QTuHVfPwYQavTX50T4rwaSPhsiRnIBJil8ylBfpowkXzR4NABhVoUZphOnDoD8ERVHw5zV78fe1BwGYR42MZgpaDVMGBZNxHFY1TPd+egE+fVKjdn/QH8RPntuEldta8R+PrtXt6wuE8OLGI+jo8xlfpiBRpNPmSHfYMo8YubE1QgghpIARgqnYwiGPZB8hFnyBkBaBKfE4o2pF2nr0k/OysJjxBxXIgRvZ4jtgUjeUDDWl+mjMFfPHor7co0W/PFK0wRcM4YWNR7T7ZoLJGwjpxHtEMGVuEm4UY8dYWMyPqijCz6+ag7+9dwCKoorAfe39pvv+Zvl2PLByF06YWI1nv36a6T6FREiyijdzchwpUDARQgghBYiWkudkhClXkWuYxMTUbgNcdv1E31hXUyYJqqBOMEVE0vnHjRrS2BoNFtw2mw2nT63T7su25d5ASGuYC5gbTkRFmAKZT8mTezx95czJsMcwmLDZbChyqn3LBv1BeC1qmf68Zh8A4P19HekdbI4SlATTCNZLTMkjhBBCCpFBLcJEwZSryH2CxLzUYbPpJqlmyBEoSSNpfbeuP2cKxlYVG5+WEHdcPQeT60tx21WzY+4ni6KewYAuHdDttMP4EaIEU2h4XfIS6Usl/lYG/EFL8wfRG2ukIIS8zRa751WhwwgTIYQQUoCIaAMjTLmLbPoQ1CamNl0alBnFLgfsNtVMYXNHZBIrRPLoytTEEgB86qQJ+NRJE+LuZ7PZ4HHa4Q2EsP+oPn3NLMJkdMoTKYjOYUrJS6SWrygsqgZjCKaRhizkRzKMMBFCCCEFiOjdU8QIU86i1TAFFU0kOew2hOI43LmcdjjDz318pwOtYRe9rgE/gOFrQixESLvBACER0wchmBz24TF9SCTCJP5WBnxBXT2Y6b4jxDFOnKeRXL8EUDARQgghBYnmkpfBPjdkaERc8kKaSBKRo5jPc9h0EZuuAT/a+3x4b69aVzO/sSoj4zUiRIjRxc/lsEGB/kP4Avr7WoQpgyl5coTJk1CEKZKSJ9eDCRQp8jdmCFG8fEJOyRvJ8CpKCCGEFCCsYcp99KYP6ja7zYYzp9Un9DyBNxDC6l1tCIYUzBhdjqkNZRkZrxHhlNfWq48wOUxEkDHCFBiGyIWcGphQhMklekuZOwy2Sv2wGsqjm+AWIlpKXgaFbT5AwURIjqHEyV0nhJBE0AQT+zDlLMLFTbYVt9ttuHrBODzw2eOxZM5o0+c5DYLpygffxrr9nQCAUybXZm7ABkQvpqO93jh7qtbjMsNRwyQvFiRSwyQifnvb+rRtsiPhfslqfKREXCLujSPkA1tAwURIDrHhQCdOu+NV3PbC5mwPhRCS52imDxRMOYuVrbjdbsOSOWMwZ1yV6fPcJiJD1BGNqSzKzGBNEFEbYw2T2bqf38L0IZORi/HVkbQ5s2NmxB0WgH96a4+2TR7fUelzDrHNVd4gztMI10sUTITkEt/86zoc6RrEH1btib8zIYTEQKthomDKWWTTBzM3stoyt9nT4HLY8T9LjtNtawtHeSqLXRkYqTlCMMmpaoB5byXLCFMGBZNcZ3TUIOrMECl8zd2RzyPXivVJluLxrN8LBTlVdCRDwURIDtHZH7mg//fTG3DP8h1ZHA0hJBfo6vfja4+/j5c+OpLU8yKCiT/1uYpm+hDQ24oL6svM62SKXQ58+czJum1NXYMAgIphFExChKw1NHEtMambM9qKB8IhmkxOxOXo0JT6+HVdbmfs2itZMAXiOXMUCIqS+UhgPsA+TITkEPL195n3DwIAvrToGF0ONSFkZPHHt/bgpU1NeGlTE/becUnCz2MNU+5jlZInGFVhnl5XXRodeWrqDgumouETTPsM/ZcERW6HSeNao0ue+n8ma5gAYMV3z8L2ph6cfExN3H3N+kcFQgpCIQV2uw293ojVeDzr90IhaPK9HIlw2YmQHCJocgHeeLArCyMhhOQKXn/yk7Q+bwD/+OAQAKbk5TIioiHbissr+dNGmUdFak0EU8+gGv2oKM7+AluJywHjN9UX1Pc1CoYjTJlMyQPUyNLFc8boIndWmPWPAiLphLqUvBEimEStViLHr5ChYCIkhzC7AO9v7zPZk6TKvqN9uOg3b+AfHxzM9lAISYg6KS3rSDiKEI9397Rrtzv649dukOzgtMuNa9Vt8sTU6bBjXFV0v5+qEvPaJmB4I0zXnDDedLuZlX3AEGEaDlvxZLESTCItr1cSTKERU8MUFvI5dJ6yAQUTITmEWRFpcIQ48QwX33v6Q2xt6sGNf9+Q7aEQkhBysXwi9s0A8L5UU7Jkzpi0j4mkBxFNCoUUS9e4v33lFJwwsRonSSllVhN7l8OGumHsD3Td6ZNMt5sKppAxJU+YPuTOVNTtMI/GinTCN7a3attGSg2TWaroSCR3vqWEjHDkPhwyI8WJZ7jY3dab7SEQkhQDvkgqk0i7ioWiKPjLO/sAAP/vytmYNqo8Y2MjQ0OIo6CiaMX1xolpY00Jnv36afju4mlxX+8Lp04a1ppXo7gT9XKfOWlC1L4BC5c8R4ZrmJJBFqKT60u1dEFfIISjvV7slvozjZQaJrPI50gk+4muhBAA+lC/zEi5KA8Xxo70hOQ6/ZJg+uzD7+Av/3kyTp9aZ7l/IKSgo98PALiU0aWcRhNMISWuffPJk2tx36cXYGqDtdubVcQnUxjrj/72lVMwub4U5SZpgdGmD5m3FU8WWTAd21CGpq5BBHxBeANBdPQbarBGyGJmiC55ABhhIiRn6LVYOR4phaXZpLl7EN2D/mwPgxBTBvz6a8NnH34n5v6yDbKHluI5jSyYIm5k1hPTy+aNxXFjKrT7v//cAu32uKpijK8uydBIzTGOtabUrYklRTHWLBltxXOvhknWBF87a4pmj97vC6Lfp/877PcFccvzm/DWzrbhHOKwEwoxJQ+gYCIkZ+jxmk/YR0phabZo7/Ph5J+vwMm3rcj2UAgxRU7JSwR/IHLNMGsgSnIHUUgfDEkpeUmcsnOm1+NbswK45vhx+Of1p2ViiDGRow52m7UNOqCPMMmZE7kUYZJd8OaNr0JpOL2x3xfQWYoDarPeR1fvjbuAke+wca0Kr6SE5AhyhOm0KbW4ePZoACOnsHS4ET/0Gw52AlCbfDL9keQi/ckKJmklP5cmoyQaXYRJ1PQkOTGdUgHcftUsNJRbi5VMIU+ix1QWW5pRAHqXPPl3LZdqmGRRZLfbUOJWBVOfN4j+sJgqNTG0KGRCWkPlLA8ky1AwEZIjiBqmeeMr8eSXT0F5kXqhZkpe+pBTRERxclD6Ee/zxS+oJ2S4GfAnKZjCKXluh33EF2rnOkIwBULmtuK5jtx0dkKNPh3Q+Mslp+TJv2u5ZFfdZ6glFuKozxvQfqMriofPtj0XYA2TCgUTITmCcL8qCwsl2W6WpAd54ilsbwcDyTmQETLcWBnCWCFS8pw5tHJPzBERwJCi5KV9syx2xG+XFX5dhCkinnJpIl7qcRjuhyNMvqAmpsz6XL248Qi+/sT76CzAnmfiVI30lDy65BGSI/SEL8bCElZcnEaKE89w0D0QmXi6wj/Swk0MoGAiuUlHX3KTMNG3ifVLuY9dRJiCIW1xLJcERDzs0ljjpX/KtuKy/0MupY1+5/xp2N3ah8+eMhFAREAd7hyAGGVFcfTU+et/+QAAcPyEanz5zMnDMtbhIpKSlzvnKRtQMBGSI4gaJuEwxAhT+pGd8Pzh49olrQj20CmP5CDtSQomsXpPwZT7RCJM+Vlc79SZPhjGbfjpkuuWcjXC1FBRhKe+eqp2X9Qw3bVsu7bNLMIkyKNTlzCRlLwsDyTLjPCPT0ju0Bt2yWOEKXN0DUiCKbzayQgTyWX8wRC6Tb6XRstm3XPCKXlupuTlPOI6HwiFIrbiOSQg4qEba5xhy3b3QcmqOpcjF2ZNgCtLRmYNUz4J+UxAwURIjtCjRZj0NUx0yUsfhzoGtNv+gBBMkdV79mIiuUZLj9d0eywzGJGS5xzpS8J5gKgz09mK59G8VK5hijehll3yhDh0JuOhngXMBFMs6/Q+b3IGLfmACAbmsrAdDpiSR0iOIFLyxAXayZS8tPKvdYfw7afWa/dFSl6nFGHa1dILQF29H+k/DiQ3eOC1nabbAyEFTgt3Y79Ww8TvcK4j92ES5NNKvpxOF2/Uwu7+N8u3498bDkc9PxepLXNHbRsdSzAVoNOqlpKX26cq4+S2tCdkBCFMH0QNk13rz5G1IRUUslgCIpNK2dXo3ld34vXtrVj4v8tx5yvbhnN4hJhi1YPJH+PC4KfpQ97gyPMaJp1gijNsEWH6zfId2NXaF/X8XKSuzBO1LXaEqXAFUz59LzNBSlfTL3zhC3jkkUewa9eudI+HkBFLr9FW3BaxmyVD43DnQNQ2RVFXdeUIEwB88U/v4mifD/e9ar6yT8hwMhi2wr/2tEm67XJ6kxHxWKwmoiQ3MBMMOa4hdCSVkhcKYcCwAJDrgskswjSqIiKiilz6v7HCFEzq/xRMKeB2u3H77bfj2GOPRWNjIz73uc/h4Ycfxo4dO9I9PkJGDD1h04dyYfpgj07VIKnx4cFO0+3+YEhXw0RIriEE05T6Ut12f8g6wqTVMOX4ZJSYC4ZcFxEy9hgRJuMvlz+ooNVQk5fr31EzR7zqkoiIOn1Kne6xPouIcD4TsRXP8kCyTEqC6eGHH8b27dtx4MAB/PKXv0RZWRnuvPNOzJgxA+PHj0/3GAkZEVhFmFZsadbyvUlqWBXOt/Z40TlAoweSu3jD5iQVxS6s/dH52vZYESam5OUPZuIoX+snbYYqJqOTYyAYQkvPoG5brovDqQ1lGFdVrNtWKhlBNFToU/YKMcIUzMP+YJlgSFfT6upq1NbWorq6GlVVVXA6naivr0/X2AgZMby2tQV7j/YDkF3y1McOdw3im39dh6O95pN+Ep+ufnNR9MrmZjDjkeQyIsJU5HKgrsyDErfq9GAmmLyBIPq8AU0wMSUv98n3CJNM3BqmkII2w+9Yrn/WIpcDr/73WboIr/gbBID6cn09UyFGmBSm5AFIUTD98Ic/xGmnnYba2lrcdNNNGBwcxE033YSmpiasW7cu3WMkpOC57tH3tNs14XC/w2C32luAK1fDRZdFFGnNrqMxn5fMamEopOAv7+zDliPdSY2NkFgM+lXxU+RSJ2kihcmYkqcoCq747Vs461evoXtA/d4ywpT7OEwmoTmuISyJN25/MIReg+22Jw9Evcfp0Ak7+e9q1AiIMDElTyUlW/E77rgD9fX1+OlPf4qrr74a06ZNS/e4CCloFEVBa68XO5p7MXtspe6xhrADj3GuY+WWRWJz34odePjNPbptbqcdvkAIa/e1AwC+cOpE/HnNvqjnnnvnSqy+6byEVkFf/KgJ//PPjwAAe++4JA0jJwQYDKh/92JiKSZrRpe81l4vtjb1AADWH+gEkPv1IcTK9CE/z5sxJW9qQ7mWOQGoUdEBg+22WAjIdeTPJv9dTarV1xb2F5Bg8gVC+PKf12JnuN1GrkcDM01KgmndunV4/fXXsXLlStx5551wu90466yzcPbZZ+Pss8+mgCIkDncv34F7V6gmKadNqdW2f/3sKdpt449mIa5cZZquAT/uXLZdu3/61Fp85cwp+O7fN6Ct16s55H1iYSPKi5y4/zW982dztxe9g4GEOrtvb+5J7+AJAeA1RpjCzVCMKXm7Wvq023uPqrddebB6P9Kx2Wyw2yJOZEAeCybDsG+/eg7qXnGjoaII967YAX8wFJWy5skTwSRjt9tw+9Vz0OcN4NhRZbrHCikT5JXNTXh9e6t2P1+/l+kiJcE0b948zJs3D9/61rcAABs2bMDdd9+N66+/HqFQCMEgV8IJiYUQSwCwOpwW5nba8f0Lp2vbjas5hZgbnWmMP16fPHECzppWjzKPA229ke3VpW6cOKkGQHSrhERt3SuKI6Jq0B/Mm5VTkttEaphU8eO0m0eYhEgCgI0HuwCYO3yR3MNpt2vOhkD+puQZzSrqyz2442NzsWqHOun2BkJRmRJFeSLqjVrh0ydNAAB0D+rTvbsHA8PS+Lyz34f1Bzqx6Nj6jEV+jvbqHWTz9XuZLlL6piqKgg8++AB33XUXLr/8cpxzzjl44oknMGfOHE1EEUKSo77Mo7vIRgkmafJ/2wubcdUDb0X1tCB6jOkftaVqfZhwIhTUlLgtC+SDCQom+fk3PPlBVHEzIakgXPKKnKoAF9+zgKHdQHtfZHIjHqtKIDJKso+hXDVvU5+shu0Jf3d9gVDUNbnYnd8LS2VuJ6aNKtN+WwDg3hWZ7+F3ze/W4NpH3sOT7+7P2Hv0Gc7VSI8wpSSYampqcPLJJ+PJJ5/Esccei8ceewxtbW344IMPcPfdd6d7jISMCIyTm1gpeX9YtQfr9nfiH+sODsvY8hXjaqawhy116wVTsdthWXycaB8seSKwfEsLvvGXD5IZKiGmiChplOmDIcLUadJPrKqYgikfcBoUU97ailsKJvXzeQPRKXliISBfsdttWPqtRXjrpnO1bXcv3x7jGelB1BW9sqkpY+9h7Jk10gVTSil5TzzxBBYtWoSKiop0j4eQEYsxfcYqwiT3ttgnFdQmgi8QGlFWw0bBNLpSNdSQV+MFVo5iiQqmPoP707t72nGocyCqhwchifK81H9NS8kLf0+NNUydJtb5coNNkrvIl/o8DS4BiDZ9EHhcQjAFo7IixPc6n3E67MiW7pMjW+nmSKe+Z5YxEjrSSOnjX3LJJZpYOnjwIA4e5Co3IYlilUZXUaxfv7CqYRIpOgDQ1KW/oMXirle2Ye6tL2PT4a6En5PvRP84q79qRyXBNHOMei2TheTFs0drP+RCMO1u7cWz7x+0FFAD/ujzGs+2nJBYiFVkACgPL6i4HBYRJhPr/ETMSkj2cUqLNfmajgfET8nz+kPoz1OXvGTI9CmUF01rSj0x9hwaR7oGdPfzNfKZLlISTKFQCD/72c9QWVmJiRMnYuLEiaiqqsL/+3//DyFDbwhCiJ6/WuQclxsjTIaLk/ihkY0Mnt9wOOqiZsW9r+7EoD+Eu5ftiL9znrP5cDc2He7SRZh+ec1c7bYcYXryyycDANzSpKXI5YDLrq8VOffO1/HdpzdgxZZm0/c0TgQAcxFVCHgDQfzX39bhD2/szvZQCpqecEH5l844RptIi6aZxtQms5S8mgyuPpP0Iac6+U0aEucLVhNqOSUvyvQhTwRTImJh0bF1AICzptVndCxffCTSt7G2LHN/44cNC7JmPcNGEikJpv/5n//Bb3/7W9xxxx1Yt24d1q1bh5///Oe477778OMf/zjdYySkoNjfbp5GFy8lzxeOLPUO6ifmty/dmtT7l3ny4wcqVQb9QSy5dxUuufdNdIQnkWdNq8cnFjZq+1y1YBwA4Ozp9agKpy25dILJDkd4JT8YUnQi1er8iYnATRfPwBXzxwIAvAUqmB5fsw/PrT+M25ZuyfZQCpqe8N+6PCkS14luQ0TJrDnztIbyDI6OpItC75clBJMvGMLBDv0CnydPUvKuO30SAPU3w4qrj1d/V4yGLOlkZ0sv3pCsvjPV+NcfDEUZFxX41zQuKdUwPfbYY3j44Ydx+eWXa9vmzp2LcePG4Rvf+AZuu+22tA2QEDPW7m3Hk+/sxw8vOQ51ZZkLSWcCsZp47WmT8Ojqvdp2o3213XB1Ggz3YzFaZSfixiaH8CsKvBBcjh6JlMUSgxPTrVfMwqmTa3Hh7NHaNvmHx+N0aKtpwZCCbU3d2mNWK3r94RqmErcDxeFV08ECFUzv7GnXbg+Hhe5IRUSY5OhzZfjv12hnbFy5b6wpZkpenpDPaXgyVqYAcq+lPW19usdau/PDTfTjJ4zH7LGVmNJQarmP2xFOPQxkLtPq/Lte191PtMY2Wfq8ARgNYke66UNK0rS9vR0zZsyI2j5jxgy0t7ebPIOQ9PKVx9/HP9Ydwhf++G62h5I0Ik3LWJA9sbZEd98Y/vYG1OcZJ0rHNugb55khrz6XF6W0TpI3dEjF7y09qmAyWtdWFLnwiRMbtcknoK9hcjls2iQmEArhsFT86rP4MezWJrdOLc1EiNxCQ57feQMhbGvqwVHaqA8ZRVHwwodHsC/cU0lEmCqkv1mx4GGMKBnr9SbXxb8ukNygcAST+fZYUZDx1flhimOz2TBzbIVWj2WGVX1hJslUMMusAa9xEXekkZJgmjdvHn77299Gbf/tb3+LuXPnmjyDkPQiogibj3TH2TP3EPbTctRjakOZLmUMAIymbV6LlLwST3wB1CLZg2YwWyAnkCNMB9rV9I/yBI6RnJLncti1NJlQSF/8aiWYmrtVUTWqvEhLMynUGia5SP32pVtw4W/ewPl3vY6uAX9Bdbofbt7Y0Ybrn/wAZ/1qJYCIYJIXObQI04D+OEdZ6OfJRJTkv1Pc186agvpyD75y1mTTx40ph1UlLrx107n4r/OOxX+eaf6cfEQsuln9RmSCRBurJ4vxegIwJS+lpeZf/vKXuOSSS7B8+XKceuqpAIA1a9bgwIEDWLp0aVoHSIgZk+tKsTsc2g+GlLxaoROT6GK3A9+7cDp2tvTiV9fM1U1CAcBnKP4V6V3GCWkggdUs2WjCW6BRD4EsmNbsVl3qRlfGnzzKEaaTJ9dqls6BUAhHpOJXq3SLlnBqSUNFkdZbpFBT8oLSd/OxNfsAqJG98+96HYoCvH3zuVHfZxKf9/dGMjR2t/ZqUSQ5JU9Em+RIs6IoUeI8X1buCVBX5sH2ZtUR8XsXTs/yaJLnpotn4AcXTbdMzTVuH19djHFVxfjO4mnDMbxhQxgHZSrCFJJWO+c1VmHDgc6MpeSZLXw1VpeY7DlySOkX7ayzzsL27dtx1VVXobOzE52dnbj66quxadMmPP744+keIyFR1JVH6pYOdybmEpcrNIcn1sUuB64/Zyru/uR808llm6FpnBZhMlzI4rkqBUMKHnlrr3Z/MFCYk/hXt7Viw1Eb2k360YytKor7fJfDjhvOmYrPnTIBi6bWRSJMiqITYWaC6a2dbegJn5dRFZ6CT8nzWUwIWnu8aOv14u9r2WoiFZqleo5XNjdjf3s/bDZ9uq5Iyevo82lpumbfs4UTazI8WpIu5DrcyXXWNTK5TDJ1jOOrCnPinekIU4/02z99lJpym7EIkzd6nnBt2PhipJJyMcPYsWOjzB02bNiAP/7xj/j9738/5IFZcf/99+NXv/oVmpqaMG/ePNx333046aSTMvZ+JPcY9Ad1K/cH2vvRWJMfF+CtTd1Yf6ATQHRdjZGAwaJfRIZ6DCl5xv2MGN20CjHq4QuE8NUn1gFw4OrSnqjHxybYPPa/pdVdrYYpqOjqQ4w/hqGQgqfeO6DdL/M4URxOsSlUcRpvQnDPiu34zMkThmk0hcOBjogD4x0vqu6XJ06sQUN5RPCXuNWf7dW7jmL6j17ClfPH4keXztQev+dT81FR7MJJx1Aw5Qv10gJgvrjGDYVCjX66tAiTKmI+OtQFt9OOaaPS41YpfsuLXHZtUS6U4QjTvPGVOP+4UThnRkNU65ORRl5Vfz/11FO48cYb8bvf/Q4nn3wyfvOb3+DCCy/Etm3b0NDQkO3hkWEgGFJw5f1vYWtTZFLcYRJRyFUeeXOvdjueYPrkiROwdGMT3E473t3Trk2+oyJMgdgXTGNDy0JMyZN70Ly7tyPq8TGV8SNMRoRgCob06U7G6Mp3/r5eS9+7dO4Y2Gw27cesUG3FrSJMguZuL3q9AZQlUDtGIsiRTEF9hd4F1Hjd+Nf6w9r58DjtuGL+uMwNkGQEOcJUFMNUIJ85Y2od3tzZBgA4dlRhGpK4pX5TPYN+XHrfmwCAnbddnJYUZZGGW1Hk0hzrghmrYQobzhS78M3zjs3Ie+QbebWUcdddd+HLX/4yrrvuOsycORO/+93vUFJSgj/96U/ZHhoZJt7a2aYTS4B5/5FcpUGa/MTrn1BZ7MK/rj8d158zFQCwbn8nNh/u1kwfRKGwP06EqcPQ0HLQH9TZjBcC7dJnNPb5AIBRFakIJvX4BhVFF5UzRleeW39Yuy0aFgrBVKimD4mknGxrio70kdi09UYLphmG1WmjRT4ALN3YZPkYyX3qpFYFnjxp5JosD39xoXb71Ml1WRxJ5nBJNUzy37LZQkgqdPSpc53KYpe2oJcpEyeRHsxFrwh5cyR8Ph/ef/993Hzzzdo2u92O888/H2vWrDF9jtfrhdcbyQnv7lYd1fx+P/z+7E6yxftnexz5xoGjvVHb2nsHM3Yc032eKooiP4Zdfd6EXteByOR0yb2rcP4MdVJeVexCk98Lnz8Y83XauvUC4vXtrTjvzpWYN74Sv/zYnGQ/Qs6gKApe296G3sEAvvvMxqjHnXZbpIFgKAh/KDnxYrepz/X6/NpqGwAM+gKWx7vcbYff74cz/Nx+r/W++YwvgVTDlq5++P3RK8m89pkTCilRixtnTK3Fdac26o6Vy2Y9QypyOdJ2XHmeho+akshUzGkLJXXM8+U8OQD8+po5UBQFYypcOT/eVLBDvS76AkF09EZ+dw+196G62DHkc3WwXZ3/jKrwAIo6L/AHYv/+p8qLG9WFwFHl7oI8VzKJfr6kBNPVV18d8/HOzs5kXi4p2traEAwGMWrUKN32UaNGYevWrabPuf3223HrrbdGbX/llVdQUpIbNS/Lli3L9hDyivVNNqiX3gjrNm3D0t4tGX3fdJ2njw5Hxt+xfS2W7on/nH09gPynunyr2uXbERgEYMPBQ4exdKl1kf27rfpjFggp2N3Wj91t/Tir6ADytRfd+qM2PLLdejV2THEIB/rUD5eKe2dvtwOADe+8txZtHXYA6mvt2rsPzz6/B0sP2DGnRoF8bDdvWAvvHuBgHwA4selQJ57/v6XIUDP2rNHeqR6bWLz93vvw7bGe3PPap6fPDwRD6t/5d2arAn1SeTNWLHtZt1/zACCuB2OKFRwZiJyHkG8g7U61PE+ZR1wvAOCd1W9ibwolPvlwnkQFzNLD67M5jIzR6QUAJ7yBIJa9vhrit2Hpa29hf03kWpjquXrjoPpbHuhuxd7+VgB27Ny1G0uX7hzq0KPY2aRe46t6dmPp0t1pf/1cor+/P/5OSFIwVVZWxn38C1/4QjIvmVFuvvlm3Hjjjdr97u5uNDY24oILLkBFRUUWR6Yq2mXLlmHx4sVwuUZ2IV0yHH17P7BHL5DrxjZiyZJZGXm/dJ+nPSt3A/t24qJZo/DxK+Yl9JytTT2466PoKOqE0bU4tLsdtQ2jsGTJAsvnN721F9i5Hcc2lGJHi77L+tnnX4DSPA2573p1F7B9l+ljRS47Hv7Sqbhz+Q5cNX8szj8u+RrHxw69i329nViw4AS8cGQrMKBaizeMHof1cOCNpoN4o0n/nIvOORPHjiqDoih4ZPfraOv1oXHeaVjQWJX0++cyd217ExiI/SMzY/ZcLDk+up6G1z5zdjT3AmtXo6LIiW988gLL/Y50DeLn698AAExvrMfAgS6tTnHCqBosWXJiWsbD8zR8NHcP4lcfqud08bnnJGWKwPOUO7T3+fDTD1YipNhw7Oz5wBY182HM1FlYcsqEIZ+r1c9tBg4cxImzpsIfVLDi8B5MnDQJS5bMSOp1djT34if/3ozxVcVo7vHi9qtmYZxkjBQKKfj226qo+8SS83SmJIWIyD6LR1IzpUceeSSlwaSDuro6OBwONDc367Y3Nzdj9OjRps/xeDzweKJPtMvlypkLSy6NJR8Imaxqdw8GM34M03WeROnH6MrihF9vdFUp7LboXOXKYjXvPagg5mu196ur1WdOa0Cv94iup1CPT0FVWX5+/9pMzD4+PzWIr199Loo9blSXuvH7L6Q+eXSGa5hgt2NQqtkJKArWH+iK2r/IZce42jLtXBxTV4q2Xh8+8ft3ce1pk3DL5ZkR9cNNMKRgX7u1WLpo1mi8tKkJgVDs7yWvfXoOdKnp4xNrS2Mel0opOaKsyIXGmhJ0HlK/j2OSuK4kCs9T5hldFYlSV5R4UjrePE/Zp0QqlRW/uwCwYlsr/mPRFO1+qufqaLiGaXRVCY50qr/jNps96de65vfvoN8XxNp9nQCA36zYhd98KrLo2jXghyhzrq0ohqtAjUgEiR6/vEkUcbvdOOGEE7BixQptWygUwooVK7TmuaTwMWvSZtaROlcRfVPiGT7I1Jd78NRXT8X/Xjlbt70s3MAyEKcPU0u4n1NDuQenTdEX27b1es2ekhe0dOvH/u/rT8XCegX15R5Ul7otnpU4Opc8g6242Xfun984HZXFkQuvbDTx6Oq9Qx5PrvDwqtjpGcKMpFB7UGWKveFG3JPi9OEpckeuHUUuBxprIivDo1NwgyTZx+mw45FrT8RvP7MAtWWFvZpfyMjNz1ul39Y9rX1muyeNsBWvKnbDLv0+JYvx98t4X7Yv9xS4WEqGvMrFufHGG/HFL34RCxcuxEknnYTf/OY36Ovrw3XXXZftoZFhImBycRjII8EkJpHJCCYAOHFSDcqL9H+uwr0mXlfx1rBgqi/36NzkgPS59ww3O5p7sHyLPto8vroY6cy01vowhUI6tztvIKQzgQCACTUlOG6MPs03FSvzfOAv7+zXbn/1zMno8wXwxNuRbcL2uhD7fWWSvUfVqN0xtbHra92SPXFjdQmCkkvm6BTcIElucM4MtkbJd1z2yN/mUcklry9NcxThCFxZ7IIjjbbiDYbWBfL7kAh5JZg++clPorW1FT/5yU/Q1NSE+fPn46WXXooygiCFi1k0JZ+sm7UIUwrWsdUl+qiJEFBmgskfDOG59YdxxtQ6nWAy9qwyNsHNF6595L2obem2PxWCqc/Q8dwXCEVts5v4HxitzH2BkG4FMl+RhfvnTpmIxpoSnWASK5KF2rQ3U4gI08Ta2BEmm+TSMmtsBU6YWA1vIITtzT24aLZ5ejohJPPY7Ta4HDb4g4puMdK4wJYqOsEU/ilJR4sQh8H5SUSYKkZ4o1ojeSWYAOCGG27ADTfckO1hkCwRMOk5lK6L0XDgDaQWYQKAqhIXbDZoucVi4moWdXtw5S7ctWw7pjaUaRe/6hI3ZhqiIPEakOYqhzr1VukLJlSl/T2cYRXU3D2o2+4LhqKOm93EatC4OjfgCxaEYJKFqfg88xursP5AJ2aOqdB6UDElLzn2Hk0sJQ8AfnbFLOxq6cW5Mxpgt9tw85LjMj08QkgCuBx2+INBHJUEkz+owBcwq8BODlkwiYWTVFLydC03APQaFgA3HFRrIpniqyfvBBMZ2ZiJg3yamIk0pVQiTB6nA3PHVWoXszKPOiH3m0Tdnn7/AABgZ0uvJs4qi12YXK+fjCXSgDQXaSj3oKXHi8+dMgHH1JXhkyc2AkhvBz+RIy5SpQRefwh2GyD/xJhZsxsFU58vgMqS/F+xkwWTEIo3Lp6GlzY14VvnHou/vadGm/Ip8pttgiEFTWFhLtckWfGFUydleESEkFRwO+3o9wXR3qevse3zBlDmTl0y+QKR1HC5cW2ya56+QChqHtXnVRedFUWBNxDCWzvbAAAXzGT2lgwFE8krAiZXh2xPzD7Y34F3drfj2tMmafUbVogIU1GKkYZ5jVURwaSZPkQfky4p9U68Z0WxCyVuJ579+mn46uNr0dbri1v/lKuIVMKvLJqCCeGaj3Q31xMRJpEq5Xba4Quo0SV1dS/yo2MWYaowCKZ8ioTGokxKyasoVm+fOa0eZ05TGypHIkwUTInSMxhxpTKm3hJC8gdXOFeuvVdfH9znC6DMnfqCWeeA+no2m3oNFml0yabkmdV8v7SpCVuOdONrT7yP9l6flr0ytiqFhmAFTP7nh5ARhVmEKdsT0Vue34RfvLQV33/2w7j7DiXCBOhX92PVMHUbapNsNqA8/NwTJlZrk9t8jDD1+wKaSK4py9zkUvwObQxbNk8KCzNfIBRVs+QwKWIyRpgy6eboDQRx/ZMf4G/v7o+/8xAR37dvnTvV1EFJLAZ48yjym21Eqk2J26FNuAgh+YcwZTEaPQz1+i9qoqpL3HDYbVpWQ7KmD/1+dW7gtNtwz6fma9svvmcV9h3tR483gMPh1iPlrGHSwSszySvMTB8G/SGEUsjjTRcfhiM+q8Nh7Fi09YqLXmoXohIpglWuueTF/+zlHqeWYgZELur5GGESJhYepx2lcSJ6Q2Hl9hbd/bqw3a8qmPQC6fzjolMXolLyvJkTTI+v2YcXPjyCm/6xMWPvIRApsOOrzd3cGGFKHrpSEVIYWNWpirS3VGnrUecOdeFFQkeKtuJCuJW4HXFdNdNtpJTvUDCRvMIswgRkz5FLDoeXeGJP3hVFwcEOtR6m0WKyGY9id+QCJiamRiMMM/FojDiJi3o+RpiE4cO4qmKdY1i6MdbG1YR7O/mCIZ1wv2DmKHzzvKlRz4+OMGUuErq1qSdjr20kEiU1//moCqeUHc1Ty/psQMFESGHgNkSIXQ71N6p3iILpaLgmqrZUXbgTgmlPWx9ueX5TlBGSFf1eIZicOOmYmpj7GluZjHQomEheYVavA2SvF5McZi9xxb64tPZ6MegPwWZLPTe4WErlE6LHGHUTbluxEGk/vgSiU7nG4XCH8+HOrxaCadAf1Fzy6ss9uPfTC0xT00oM0a9MpuQ1dQ3G3ylNiHTIIou00rFVRcM+pnyniza+hBQELqd+EW/u+CoAwFs7jw7pdUV2Sl25KpjEYuGmw914dPVefOOJ9xN6HbFwV+J2wGaz4cRJ1Zb7UjDpoWAieYUx/CxSsvYe7cdtL2zG1qbuYR1Ph9QI1qyOReZAu7oCNKaiKGV76UlSU0thSmC0uL7p2ei0rHs/vUB3P68jTB3qcRQT80zxy2vm6u6LlT1Z+Lz63bMshYMx+pXJCJPR+jydBIIh3LN8B97b2w4gEnkrtvjcwoq2pWfQcoGD6GkLp5kWgosiISMZY4TpsrljAACbDnel/JqKoqClR73Gayl5ht8XYQYVj/7wgpfIiHHareciTMnTQ8FE8gq/QTA1hHNwP/bgavxh1R5c9JtVwzqeD6WLVLyeRiIdb3xNaul4AHDqlFp8d/E0/O5zx2tRImOE6d3wxFamwrBS5MrjGqZtzaooPqauLKPv84mFjfjWuZFUOzODCSuxJJgoCdxM1jBlMnr17w8P4+7l2/Hx360BEEnJs/rsdaUeOO02hBSgpcdrug/Rs2a3uvo8Z1xllkdCCBkKRtOWWqn2NRWeef8gTrxtOf5vwxEAkdpRK2+YeLWjWkpeOCPG6TBf6C12OeCkAY0OHg2SVwTD9TrnHzcKz379NNSHw9MyLRlcbTfy4kdN2u14F8QD7UOrXwLUqMU3zzsWF80eo13ojDVMJ02Kzks2RgM8eRxh2nBAFanzGjM/uVwwIZKuUFuqF0x2WyTKZ8VTXzlVu51J+/tMGiw0dUVETyikaO9lFWGy220YFV7IOMK0vITYckStQYtXU0AIyW2MpnViYcmb4m/tfz+9AW29Pq1GaXy1mopuVr/75Dv7MePHL2HFlmbL1xOZDqIFipUrJ9PxoqFgInmFcIQ7d0YDTphYbSqY/vrugWEbT1NXpNDSG8d44lC49mZcdXpqbyJRIkVnPiFsQ2VK3MYIky383PwTTKLB5zF1pXH2HDpzx0dEmTHVosjliGs6MbqyCNedPgnA0F2SYpFJMVZTGkkTa+nxShEm65+PMZVCMMUvRF6+uRn3rtiRdD+RQqIjbJDRYHI9I4TkD8bf33Snv4sFV2NKHgD88J9qOv4vX9pm+XzxW1HqEYLJ/DesjIIpCh4RkleIGiYRXTGbYMh1RZnEGwjivb0d2v14F0ThklOVJicsl5R7HAgpaOsdxPV/+QAfHVJT1so8Tu09i936ya2Y/HvzTDAFQ4r2HTAzWkg3tWUeVBQ50T0Y0Ikn9f0TW28S5g+ZTJvLpGCSV0YPdvTHNX0AgDFVxcC+joSMH/7zz2sBAHPGV+Kc6Q1DHG3+4QuE0BP+O60pZdNaQvKZXoMjrfidiLegmii1BltxM2LV94rU8GItJc8qwsR6SiMUTCSvEBERkQo1tSG6jqV70D8sY/ntqzt19+OF3PvDk6LSOPbjiSLnHgeCCr74p3exvblX2za6sgg7W9T7xsmtK3wR9+dZSp4cEbNaGUs3q75/LroG/GioKILLYdOinIkKNhHdS9X0QVEU/PT5TVi3vxMPff4EzR0wGFJw2wtbMK+xMioNJJ3ItVf9vqBm+hBLMI2uUBcyknHKEymrI43O8AKP3UaXPELynb1H9dexiGBKz2+tSJWzxxBMjhhGDgOSSx4AuCxep5yGD1EwJY/kFZEIk/rVNWsY2jOYudQnmT++uUd3P16EqU+7UKXnQiQLpm3NPTqxBACjKiLRN2O9iVuzFc8vwSSPN1WnwWSpLHFhQti8QU7LS/T9hZOjsfN7omw81IU/r9mHjYe68PTag9r25zccwp/e2oP/+tt63f7JNjKMx4Ak9OS/rVgpeaXhH9tkIl9ef/LfxV2tvfjhPzfmtYV5e79oZu2OOQkihOQ+/33BNO327z53QlpT8hx2m/ZbHutSESv9W/wOaS55rGFKGAomklcIRzgRYRpVUYSvnTVFt0/PMEWYjDU0ASldzAyRkpWuCJOckrenrTfq8TGVkVqpYkNPIHERz7capo8kV0JXjFW0TOFMQTBpEaYYP2KBYAi/eGkrfvLcR1G1PHJT2tW72rT9v/PUBvPXCqX3nMpCr3Mgku4aK8Ikom/xVlXlz5pKyspPnvsIT76zH1fc/2bSz80V2sP1S9VMxyMk7/nqWVPw6nfPwt47LsFFs0cnfC20QtSDAuqCnaibNathEnQOWM+BXtvaAiDikmdl+kBL8WgomEheISaDcv6uXJQODF+EScz1vn3+sdq2WKtIYtUnXREmu92mHYejvdF1W9NHlWu3i5zmEaZM1tWkm50tPfjMw+8AUAVzNlbj5e+d1Q+NEbGSFyvCtGxzMx5cuQt/XrMPBzv0RgnbJcG0q1VtStzRb/2DaLSZHypyKqFosOq022J+/kTTUAIhWTAlP6HYdFit12vuzl/78o4+9ZhWswcTIXmPy2HH5PpIqcBQHWnlNF05Yh/r96/bQjB1D/qxu039DRF1zVap7axhioaCieQVYoIl/5EXGwTIcAkm0Uju3BmRQvVYq+RahClNggmIRNqO9kULptOn1mm3jRfXY8Niat3+Tty9bHvaxpMJ9h/txzm/XolPPPS2ti2Q5rSzRJEPozvBGiqRKz4QQzCJHzEA6DSIoe0tkehhW68XPYP+mDbi6T42sqjuCo8tXv8pTzhdzxsnJU8WSakIJrnpYluvN++c9m799yZc/+QHANSUPEJIYSEE04A/iNW7jib9fKu0eXuMCNORrgGtNlKmWUpdPm2KOj+walxbV87rkREKJpJXiNVzuajx4yeMx1ULxuFb56mRnuFIyXvhwyNoC0d1jqkr1SIPCUWY0pSSB0SiHG0mDUJnjq3AfZ9egMe/dFLUY1MbyrSizntW7Bi2NMZUeGNHK/a09WmpS9lE/pFKtKmfcCOKZfogRwi7DKuDO5p7dPd3tvTGFkxpTrOUTR86ExVMCaahyIIq2V5SPYN+tPVGvvcL/3c5bvjrurwRTYP+IB55a692nw55hBQesjnQFx99P+nnWy06xfr5CSnAu3uiG9iLhdVj6koxO9wk2+U0F15XLRiX5EgLHwomkleIlDzZ2aXI5cDdn5yPjx2v/oFnuhmrPxjSVoUBNXQtogg9FnUqiqJkJMIkIm1Pv3/Q9PHL5o3FomPrTR+TF6i6hykqlwqpustlAlkwJerSJ2rWYkWYjvZFJv6yYPIGglrz1wUTqgCoUUGRmjG2Mto+Nt2mD/Lxf2qt2uNMFipmJGqlKwuq3iT7VP313f1R21748Aie33A4qdfJFgc79G5aFWlqN0AIyR2Mta77eix2NGFXay8OS1Eh2VAiVoQJMP9NF/3e5MUZq1pguQaaqFAwkbxCpBuZ9SAQK/7+DKdrfXQoYjxw4SzVpU/0g2ruNnfr8gZC2tjTGWFKNMphhnyYcjnCNFwplomQUg2TwSUvFFKioilWESa5p4foUbT+QKcmvorc0d+ldH//U6lzS7SGSV7cSNQlT1EUNHUN6nqgyfzjg0MIZSllMxn2G2zUWyyuHYSQ/MUomFY1Jf6b/c0n12m3l994Fm44N1IvHU8wmUXsj5oIJucwtecoBCiYSF5htBWXEVGndKckGTncGZnY3H71XACqWx8AtJgUnx/qHMCMH78EQJ1wp7O/gVUPhUT40SXHabe7B3JHlBjJJcFk09UwJZiSF44oCpHzyd+vwel3vKqLqMjphrJgEp+9zOPErLEVAIBtTT0YDAuNIqcDt14+S/d+6f7+pxLh84RT9uKJIFlQJfo+3316A065fQWWbW42ffz17a04+fYV2mpqrnLIYO7xxdMmZWcghJCMYVzcrS1KfDFnV2ukftXYxkF2vr1k7hjMGluBcVXF2gLdtqYe/OKlrVo2QFe/H4c61WtOrRxhGsKi60iDR4rkFUZbcRkhokIKMrrC3BReCb5kzhhtpUYIJrMI0/2vRRrcVpe4NFvQdGAUjsk0c/3kiY1aTwejq05Xvx/n3bkSty/dMvRBDpFcEkzyj1+iK3Ml4WPsC4bQM+jHe3s7cLTPh01SpFJOXZMbL4vPXl7kxPTRqlHHtuYerN6p2osXux34wqkTser756Ai3Dcj3aYPcg2T4LarZsd8TuIpeZHHE+nZFAwp+McHh+Lu19rjxRs7WuPul01awnWHnz15Aj669UIsmFCd5RERQjJNjPZ1UcjzHGOkalR5JB17an0ZXvjWIrx107m4ZM4YAMDjb+/Dgyt34afPb0Jrjxen3L4CD67cBcCQkscIU8JQMJG8QtQwmU1W5W3+NPeikRGpM0IkybebTASTXLtSlWYnLDmlaXJdaVL1KzabDQsnqZO0bkNK3lNr92NXax8eemN3egY6BHIpXVBfw5RohCmyErhREkllUmNAWeTI/Zp6vOpnL/M4MVbKKRfnpcil9uVorCnRxpNuW3GjkPnhkhn47MkTYz4n0ZQ8+fGBGNGoQDCEqx94C9c9+l684Wr8a90h/P29AzjcORB/5ywgotGjK4rY84SQAuaZr52qiZR4l+fOfp+24Cv/3ngc+vTrBqkxvSymPAZFtn5/JzYe6tRdx3UpeVIN048uOQ4XzRqNv33llHgfaURCwUTyikiEySwlz67bLxRS8K91h3DAUCswVFrDK8PyBWtU+LZZSp4cvalIc/dsWaCVeBxINrggejwYI0xyVGfFFvPUp+EiWTOATGJPISXP47RrkaktRyIVv7Kml0WO/MMmR5jM+m4US2514j3S3rjWcPzjOeQBybjkRR4fjFErtbWpBx/s78Qb2/VRI49h1fX84xq0ba9ta8X3n/0QX/zTuxlP000F0ZZAvo4QQgqPhZNqcNlcNfITDFlHdLY19WDh/y7Ht59aDwAISY6fxgiTfB2Wfz88hp6LlcWuqEW02jLzCNPk+lL87vMn4JTJtfE+0oiEgonkFQGthilOhCkYwlNrD+DbT63H4rtfT+sYvEFRPxL587GKMLX2eLEi3Fk706TSEFesbBtFSZtkQvClx9YObWBDJJdS8lKJMNlsNi0tr1Wyf5eFjT8o1/JEC6YyiyaC8o9mJiJMwZASJXqMTZDNxxW7D1PLAPDFR9fiVelvI1ZKnpXleF2ZXmx8/ewp2Pa/F+PjJ4zXtu1o6cX6A51xxzzctIZrC+rLKZgIKXRE+nwgxuX5ufWHEAgpeH7DYexo7kGl5JxpFEwAMK5KzTo4f2akF6RxEamqxBX1G1pTGrnmyA1qE7m2j2SYB0DyCrFSbFrDZJcFk4Ll4aLwwQTdtxLFHxBpgbJgMnfJe269vt5iUm1pWsciU2LimBYPkS5mPEZ7pUaq2SYX+i8JUqlhAoBSjxM93oAWVQD09t9ySp5I4dx0uAvbmroBqBEmM4pMI0zpE0xmRgzGlA8zNNMHiwjTLzc44FfasXpXpFdILMFk9R2oK/egtsyNDw924cRJ1Tg+XAd0x8fm4itnTsavXt6GVzY349297Vg4qSbuuIeTXi16SDtxQgodsaAVaz1rbFUk7Xrx3W9ot+/79AJTZ+Cl31qEI90DmDG6QttmjDCVuB1Rae2y6YOcnpfItX0kw6ND8opADJc8m82miaZAKJSxyIQYg5yS1RAuwGwxNJB9XUohumL+WNx6hd7RbKh87awp2u1StxPTR6nGAHVlidVKiQn3gKGB6JrdkY7k8xqr4r7OM+8fxNq90Y3yhoqiKHF7/gwnthQiTAAwKtwvad/RSHqoLGzkCNOAP4jDnQO45N438YdVewBEUjm/de5U3etWSJNtYVP9l3f2JTyueJhZiht/kM2Qa5iMjWSDIQV+JfrHP1ZKXodJ13oAmFBTgsf/42Q8+eWT8fevnqqdH4fdhmNHleOEiaqA2nSoO+6YhxtxbFNZ6CCE5Bci9S2WYPJbpA7Pt/gNrixx6cQSEC16vIFQVAbJ+OqIMNMJJkaYYkLBRPIKTTBZ2GnLaUlWTWSHirioyRGGyhJ14uoLhHDrvzcBAHa29GDVDtXN7KVvL8I9n1qQ9tXk/zh9kna72O3AH76wEJ9YOB5/+8qpCT2/2EQwCScdgVValeCD/R3476c34JrfrUlw1InT5wtqUYr/d8Us/O+Vs3HhrFF4/Esnpf29EkFXw2SSImGFaDC7W7KJ1UWYpF/Rfl8Q25r13Q1F6uR3Fk/TbR9bFd24NhEXuUSR+0MJjPa2ZshpIT7DJGC3RfSy3x+EoihYtaMVb0uCHQDa+8yNPybVlqCyxIXTptSZuk/OGKNOJrY25bJgYqIHIYWOFmGKkfBi1fMumbRdY0penzcQtXgsm0/pBRMlQSx4pSZ5g6IokT5MFoLJ6bABfrWWqNebGXc1zXhCijCUSpOeR97aizKPU7tIzRlXqUV+0o0u/9hlx4TaEvzymnkJP19MfuXV/ZXb9DVX8eyetzdFJve+QCgpIRGPo+HoUonbgc+fOgkA8LlTYju0ZRI5guiLY2ggI7qmd/RHvpP6lDzJ/MAfjGpKKM6zzWZDfblHq4WSUzicdlvaLcXNHOaSMX0A1BVO+f725l6zpyAYUrBqRxu+8Kd3AQC7fr5ES0OxijAdG+fvSvzd7WnrQyAYGlKj53SiKIqW7ljKCBMhBU8iKXlWtZqJXHOt9v1gfycm1JRo979pyFKQBZM/zQ6rhUZu/HoQkgDyZNDMJQ+IFMl//Hdr0G/SPyYdiAiT3DTWmF9836s78ejqvQCAi+eMTmvvJRl5tX98dUmMPc3RapjC/XAURcHWsAC6/zPHA9DbopvRJz1u1odqKIjJda4UxsvnvGsgcUFuFgkSgklRFN0Pldkqo2w7Ld+WBdOf/0ONuiWajpkIR7pUwSSncCTy4+1y2LQmv8bmtbFcK2/8+wbttpyeImqY5oyrBACcN6MBd1w9BxfNGh1zHPXlHthsam+2ziTOVyZ5f187/rX+kOZoWUzBREjBI1LyYpk+WEWYksEsSvSv9YcBqC0hvnvBdN1jRS4HptSXorbUjcn1mauxLgQYYSJ5g7win0jBfUjJzGqJPzyORGtYMmn0IAuxM4+tT/r5Wg1T+ELd4w1oKXDH1Knjtlr1EhyRohBN3YNorEleuFnxyqYmAMC5Mxri7Dk8yN+oTouohxljpB5KArEAYOyd1e8LRh1z2fRB/kGUhdjUhjIAqrgIhRRTG/JkOdylCuBjG8pwsEM9z4mk5NlsNnicdgz6Q7rmtB8d6sI/1h22fJ5cryYfl46wYPrsyRNwxrF1GFtZnNDnc9htqCp2oaPfj6O9vihXveFGURR87EF96ipT8ggpfMR8IVYSgJlgEo1oEyVWHZJVH8iXv30mAiElqUjWSIRXapI3yCvOZo4xRjIVXA6Y1DDFYtbYivg7DYFl3zkTLT1ezEzhfYw1TG3hVK8yjxPVpWoaWDyXwaOSg1lTV3ojTCKykKmUxmSRRXgyEYsxphEm9bga0+gGfIGoqJ6ceinXBNVJ9rDV4dSKkKKmsNWmQRwIUSindCTef8oRFkzqeBVFwef++A46+xM7bvJxEd+x6lJ30pHUmlK3Kpj6vACy+z3qHtDXEsg9ugghhYuYL8TK5DYulN31iXk4a1pyC6HFbuvrs1UfSKfDDvo9xIcpeSRvkFecE4nuyAGmdDauFDVMiYxhVIUHEzMYYQLUOo7Tp9al9NyIS556fERtTH25R+vJ4AuGoqIgMnLT22/+dZ3WpTwdCHefUk9urO3I36nJdWUJP29sjAiT0RmpzxeMSm2UI0yyM54cZXE57Fo63pE0CVcxwR8tjT/Rs6s55YW/W95ASCeWVn53kXbbrO5NF2EKCzc53z5RasOiMhfs6Q906NMRc+V7TQjJLInUMBnbOFw4a3TSC19y7yYjbGEwNCiYSN4g13kksigrRwOs+sGkNI5wZCARwRTr4pULiAiTcMITDWvryty62opYaXndhh4Pq3cdtdgzeYRgKrNYGRtu5N+6Hy6ZkfDzzOqKhCCQHfKqw26LW47oXd3kCM/Hjh8HINK0UEZEXw52WNcJJYM4tw1SDZlo0hwPYW8rUvLk79DUihDGVRXjketOxFULxuH7F06Per4wwlAUBe3h76U4PskgRFYuCKZDBhONYqbAEDIicCcgmMTC5fzGKvz8qjkpLajEmnOUcYFmSPDokbwhqNUO2RIyUZDTmryBEErTVL5gZisOAJ9YOB5/X3sQv//8CfjK4+8DAKotcoZzBRG+Fyl5whVtdGWxrlZmwB+0vHgb04xkx7ehIgRTeY5c6OUIUzIrf2bubOL7LAS4zabWjXXs78SmwxHBVOp26OrCPnvyRJS4nTjpmOhGrBNqSrD+QKfWk2moiOhhZbELb998HnyBUMI/uiKXXqR0iv9tNuCbs9Tb50xvwDnTG/DixiNRzxdfowPtA+jxBuBy2FIyNqkJi1Uzi/ThxijaKnJ8QYUQkh6cWh+m6LnLtqYefPup9dpC2dfOmoKLZsc2tLFCvqaUuB26uiirBugkMRhhInmDECqJ5vzLNRBy4flQ0VLyDE59d1w9F6tvOhcXzBqNH1w0A+UeJ356WXob1aYbo+mDiEw0VhfDZrNFapxiuPcYI0zppC/HUvLSWRkXMESYXHY75o6vAgDsaIlYbz/9tdN0z7PbbfjYCeNNzTVEJOpAe7QdeCoI18mKYhdGVxZhQm3igiXSvFb97ghRXmpicmBmhy6E97oDHQCAWWMrUypKrs2hCFOfoTfcqIrccH8khGQWrUekyXrid59er8sqqC9PfaFVjjBVGRZkmJI3NCiYSN4Q6cGU/NfWaG08FERqoMupF252u02zef762VOw4acXpGTEMJwUGUwfDnQIG2l1YixS4YyN72SMj8WzIU8G8dq5kkqQTuNFY0qe02HDOQY3wP++YFpS36HGGvX7l7YIU1gMVxQnf/wjgkn92xPfi2ITl73jxkQ+o3DhE8dHGIkI18ZkyaWUvF6jYCpPLL2REJLfxErJM0a/a4eQDiO75Mmp7E67jRGmIULBRPIGseKcqDudzM3/2IiWnvQUwmvjiCPc0mHrnGkiNUzqZxK2zqJmRaTCGSd6gmBIiXosHb0kADWiKCbbuXKhT6fzYjCkwBsI4vXtaqNgp92GGkMKZ7JmHiLqZDQXSIXuQb9m0pBKLZ744RbnUPT68phEiaY2lOHZr5+KVd8/R5tYiKiTcMirTcHwAYgIJtmyPFsYI0zpbjRMCMlNIil50Y8ZG5XXpanvoNzY+2tnTaFt+BChYCJ5Q0CLMCUvRNbsPoof/uOjtIzDHxCmD7kviOIhBJMvGEIgGNKiZ8K1TAiVX7+yDe/v64h6fp/k6nPOdNX+tN8XQHP3ILY39wxpbPLkMldS8pQhhJhuuWwmHNIq34YDnZj+o5fw4+c2AVBTNozCcFqSduqN4cjgoY6hp+S9uqUFgZCCqQ1lGJ2g0YOMZvoQjl4OxogwAcAJE2vQWFOi1XuJCJMQOqnapIvV2qM5EWHSLyYsnjkqSyMhhAwnsVzyZL1U5LKjdIjNrP/ynyfjx5fOxJcXTQYAzBhdju8snjak1yQUTCSP2HdUXTWPZXF91YJxlo9tPNSZlnGIxrVmhfz5hs4JLxDSegMJUSpC+u/uaceP/xUtOEWalcNu0wwu+n1BnPzzFbjg7jeSdmsLhhS8tq0FO5p7tHQ8j9OecJPgTDOUgMC1px+Dj265EOdMV9Punn7/oO5xp8OmS6Gw2dSi3WQQgssbCA3ZSr8pbG0+b3xVQiYrRoQtvYg4irTPeM5wokYxGFKwo7kH6/d3AgBqTZwGE2FiuO5q39G+KAt3I4E4FvpDRSwC/OCiGXj266fhwlkUTISMBMQCq9klSI4wNZQXpXS9lTl9ah2+dMYxmN9YheU3nonnbjid/d7SQG7MQghJgP9+egMAoCNG48s7Pz7PMn3LrNdLz6AfP/znRqzbHx09sUJMRAshwiQ74a3d2y7V06jb5dqhzQarayAyGS5xOVDiUSfCfVJKnllUKhZPvXcA1z3yHq5+YLXWeydX0vGAoUWYAL1ANeK023XH22FLzA3S6vX7Y1jBJ8JQ0vEAYFK45mhrk/q9ES55Zil5MkKsd/T7sPjuN7C7rQ+AuTV7IoyvLka5xwl/UMGu1l7L/fq8AVx8zyqcf9frUf1Q0oUQTNUlLpwwsXrIEyNCSH6gmT6YpuRFbqe7XndqQ7muromkDgUTyRtiGQ8I7HabZXNLt0mU4hcvbcWT7+zHVQ+sjnrsT2/uwfSfvII1zZEV72BI0aIMRpe8fESesF37yHs4GLYVF6tRZZ7Yk2UxsSx2O1ASdj/r7I+kPiVrACEm1z3eAPaEJ8q5ko4HpKeGqXPAXPC7HDZdjnkqc2m3w64Jjn7v0ART14B6HqtS6H0EAPMbKwEA6/Z34qn39uP6Jz8AEL+JtPjuNRma784LOwgmi81mw8Q6Ncp0uNM6VfH5DYexo6UXe9r68Nz6wym9Vyz6fQGs2tEGIHf6ihFChgchmMwC2D7JOu9oX/ZrLYk5+T/jIyOGunANw48vnRlzv5BFFMAdXmX5+3sH8MU/vYueQT82HopETUIGG/Kf/d9mhBTgb7sduGv5Dsz+6ctagT6QmvlEruMz1GcZozs+gyeqEEQlboeWPtbcHZnoWplFWCFPaFfvVBvg5opDHoC0KCarJsD1hkLfVKIPNptNizINNUrSNTC0CNP8xmoAwPbmHvzg2Y3a9gNx6quEYJIXSJx2W8o1TAA0MW9mSKIoCg53DqC1JzJRSUcNmJF7VuyALywWjeYehJDCRvymmkWY5EW006ckZ/RDho8cmokQYo0vENJWXq6cPzbmvlZZUyIl7/vPfggAePKd/VohOgAc6R7EuLAteJch7e/B1/cAAL72+Afatlypq8kEwgHQGK3rGfTrJq5iAlrsdmphf9kitTUJZzJFUbD+QJd2/6m1BwDklmBKR4TJKwmmMZVFOBKOpFy1YLxuP6M4TZQStwM9g4EhuxWKlLxUI0yjK4swuqJIq4USfPXMY4COTZbPE4KpU/obHGqD1xK3vp5K5sHXd+GXL23DmMqIsUW6nB5lHnp9t3Z7wYTqtL8+ISR3sTJ98AVC2vXm2tMm0ZwhhyncGR8pKDoHfJoQskq5E8iCSXbUc9ltulX3TYe7sU1ycpPTx6yasYoVYrvNPMWvUBDRM3kSCQDdg+YW4sUuu7aCJve7ae9N3Jns7d3tptbPhVTDBERqeQDgvk8v0G5PCpsTiH5D05N0yBMIsfvsBwfj7BkbEWEailgxa3T7iROsjVmAyN9s50Dku/PJExtTHgMQEUxydK9n0I91+zvwy5e2AYAmXAFgwJ/+GqYZo9XzOa+xKmYtGyGk8Ii4f+q3i+uszQb85NKZKUf0SeYp3BkfKShku+t4qUrypHb66Mikc8AfxO7WPu3+vqN9uufJk6kuizoTQWWxKy/6LKWKmLQancmMx0VMLEvcTs1Aol2qYYpl0GHEeD4EhVbDJPoRAfrP1hC27n7qq6fgEwvH446PzUnp9Q+F0xofeWtv6oOEFGEawg/4zDHRTXdFepwVjrDgk6O8/3XesSmPAQCKXdEpef/v/zab1i4a90sXwqHvpotmpP21CSG5jcuiD5O2MFVU2HOKQoCCieQFIj3Jk0BURy6qlNN6+rwBXU3NrtbUBVN1gdcgiCjF6Ipi3fZu6bg0dw9qdR/FboeWciAfc9kAIh5CXH3s+PH4ljRBzqVjnYYAk+57Jlu9jg5H8xrKi/DLa+ZlPW1L/A1UDeH4p5JeIrvkAcCSOaOH3HDRLCXv72utI3CZEEyR48kVZEJGGiIjRYFN17pgqOY6ZPigYCJ5gRBMZtbgRhQpDnDyMTXa7Z7BALxSXYjRkEBOlYobYSqgi9uzXz8NxxkiASIlb+bYCp14EamKzd2DOPnnK/DzpVsBAKWSYJJZu68D967YkVBvm07ph+PYhjJt++dOmZjkJ8ocVoYiySB/zybVlqKxphhzx1fmVK3WtqYe7e9jKCkilcUufEpKp/tuAgLKrqXkqd+1dBwXkQI3kKARRrLujvFQFGXIJhqEkPxF7tso94Nr7Qn/7vG6kPNQMJG8IOLeFv8r+4NwyssXTp2In1w2E587ZQIAdQJm5VAGGCJMcVLJtjf1xHw8nzhhYjUeufZE3TbZAfDGxdOweKbaYLN7QJ1wrtzWotv/9Kl1cFmI2buWbceaXUfjjqOzTz3m1SUuXDhrNL67eBr+fcMZmCqJp2yTlpQ86Xvmdtqx4saz8c9vnJ6GV1a5bF7EFCWVJqzBkIILf/OGdr9iiDVkP71sFv7whYXY8rOL8M0EUutEhEmYh6RDYIhmuXLkqDyGEDNzGPQFQnEXUqzo8wW1tGIKJkJGHnLfRlkwbT6sGh1NS7FmlQwfFEwkL7hnxXYAiVl5X338eLx107m49fJZqCpx40eXqDbkwZCic3AzIteWNIdTzay6Y/dlIGUnmxiNNJyGHlMVReokb1u4T9LRPv1xPOmYGrhjnJv2BFLzRISpssQNt9OOb553LOaMr4w/+OEkDYrpirDL40mT1Oin22lPaxf2X10zV7udSk8PY68i5xDNTYrdDiyeOSphowNjH6aG8qJYuydEiRZhCmo1jg7p+2oUMcaUvN2tvZj2oxcx79ZXYja/teJgR7/2PrlUk0cIGR7kvo1+qZBp8xF18XX2uBz7rSNRUDCRvGD5FjWicTDB/ijjqoo1c4gil0NbYTZaHMvIqVJi0vi1M48x3fcPX1iY0DjyBWOqo1GYCqe6x9bsQ78vgGZDU9Eyj1P3GicfU4P/OD1y7DYd6tLMCKzokCJMuUo6UvJuuXwW7v7kvIx9h4pcDs2A46TbVuDFjUeSen5nEkYdmUBEmIQjpbE/VSoIwfSPdYfwpcfWQlEU9IYdH6tKXPjO+frI1/72ftzy/CbsbFEnM594aI322GOr9yb9/vuOqoJpoolrICGk8LHbbdpikBxh6vWq11ujwRLJPSiYSM4z1AacQKSg0jjRl5FTpYRgmtZQhrPHRPfDESlqhYRsk+40RDzkiNLRXl+U+Cn1OHXpkhfOGo2fXDYTl84dAwB46I3dOP2OV3XPeX9fBz778NvYckSNWglL8fohNCjNNOlIyStxO3HVgvEZrYOTrdi//pcPYuwZTYcUDbz6+NgW4JnAGG1rSINgkqM6r25tQY83gEA4XfHNH5wbtbrb7wvi0dV78cU/vYeuAT/apMh0nzf56LJwgJxYW5rK8AkhBYDWvFZKlRZ11aKPIcldKJhIzhMrjS5RhNNXc0+0YBKREVkwiZ4soyuLcEljCHdeM6cgRZKMHCEypuTJAiqkKDjUqT+OHqddJ5jEhN1YsB+QVtY+9uBqvLXzKG78+wYA0Bz30hFRyBTp6MM0HJQX6cXYQ6/vSvi5wmxhwYQq3PnxeWkdVyIYBVNdGr4P1YaU0/3hiI/NBpS4HJaOhIc6B3CgvV+37UBHv+m+sdgbfr9JjDARMmIRv6tyhMnrF4KJ0/Fch2eI5DzGeplUEGleTSYRplEV6oRMFkwiLamm1AW3A7h83hjcdtVsnDCxGr/OwiRyOPA4rSNM35ZSlvzBUFSdi81m0wkm0WvH2HOn38R042ivFwO+IHrCrmw5LZiyPYAEMTb7vf3FrQk/tyscYRpVXhS351kmMH73StLQ5LXGYI2+PdywurrEraXKvPTtRbjnU/OjnnvtI+/p7rencD1ihIkQIiJM/oAcYVJ/EymYch+eIZLztKdQuG5ES8kzqWEaFS4qFzVM/mDI1FK5obwIz379NFxzwvghjycXkSNMxgZ6E2tLURdOlevs95u6hckpfSUedZJb5tFPdoVdsxypGVVRpKXjFbnsOWWvbSRPAkymxzDR6NiPn9sEIHt9QYwRpnSkqhhNTTYc6AQANNZEIj4zRlfgivnRKYjiuzmlXhU7yQqm/Uf78dZO1SWSESZCRi7iN9IfkiJMIiVviL3mSOahYCI5T1saU/I6TAraG8IRJrHSI6JLNlvEHW4kEK/HlVgdEwXssZ5fEr74Gx3BhPvYfinNqaHcE2nqWezOSlSj0DBzYuseTKwWUOiVcVXFsXfMEMZ00ER6r8UjSjAdVK18G6sT/4znHaem5Hb0+3SppfG4e7nq8DltVFnuuT4SQoYNYaYkG0xFapg4Hc91eIZIzpOWGqYYvU9E5EQUYorO2xVFrrTaPec68S7YIuVun6Gm49TJteHHI8dKTNhLogSTOml/b2+Hts0fUtAXjuiVeLjKlg7M+i8d6YrvMKkoCsRTP3lSY+ydM0R0hGnoP1PGtL714QjTpCRS5P77gumw2dQoo9nCixWbD6umJj+4aAYLuwkZwYja31+9sl3b5g2nqadjYYhkFp4hkvOkIyWvusTaslOk3QXCvRHEZChbKUnZoihOSoBTizCp9RjnzmjAi/+1CA9/UbXHlmuYRM+dGaP1zfhESt57e9q1bf3egBZ5KnXnbjpePmHWoFnYtsdCdm/yOLIzuS9y6X+W0iGYbDabaX3SgglVUds+HRaKYiEAAL557lS4nXYt4mzVwLa5exAbw9ErQWs4pW9sliJ2hJDcYu2+Tu02I0z5A88QyWna+3z4w6o9Q36dWOJHTPTFZLEt7NZmTOMpdGrjfF6Rf93SrR6fujI3jhtToUWT5BUyIXxOnFSDHy6ZoW3v9wWxvbkHT609oG3rlQRTos1Ns4VoCnvzxTPi7JldzARTIvb8vkAkVSRbK56y6YfbYU9biuYV88fh1stn6badMDHaHe/nV83Bhp9cgEXT6rRtIqVXboBrJBRScPLPV+Cy376pufAFgiHNpr0uh+3yCSGZ59I5owEAo8NlAIqiaP3mGH3OfSiYSE6zfHNzWl7HrKZDIFKARF3CHuFoVTOyCrRHVxbFfFxEmETRu9G6WkaOEnzlzCk4PryS3+8L4vN/fEe3b78viL7wZL40xwXTxxc2YsNPL8BXz5qS7aHERM6RFwgjk1jIdrcuR3bSUeU+XOledZ1g+JuuMok822w2VJa4dM56IqVXCPo+E/G5LpzmBwDbwi587X0+KIpaFzbSFmAIIXq+vGgSgMjirD+oaEZCHhen47kOzxDJaYT9r+D/XTHLYs/YGNN8ZIzN5Pa2jUwL4NEVsVOGRCTuqCaY9CJUdhQ0ClRhLz7gD6C5W59i2ecNoF+rYcr9lLzKGPVwucIPlxwXta3fJCpiRESY7DbA6cjOz0NDRUS4pzvKddrUWowNLwz84KLYUUK5d9Oo8JhE5NQswiQ3cx4IR/iawq6cNaWeEVUPSQiJployn1IURTOaApiSlw/k/uyEjGiEwcBnTp6AH11yXFRfn0QpksLd8xqrNFthAHDY9Sl5e9vU9zymbmQJps+fOhGPv70Pi46tM33cFT5OIsXI6CBY5HJg9U3nwm7oyQRIK/PeIMZVFeNQ5wB+cNEM/OKlrejo96En7OBWQmvVtHDGsXV49LoTdT2E+hKIMIl8+mwWIMspeemeRHicDqy++TwEQ0pcASPX9B0/sQqAPsK06XAXpjaUaak0on8VEKlx2tqkLvhMG1WWts9ACMlPRJQ5GFLQPRDQ2Yu7s7RARRKHgonkNC3hFdpzpjekLJYAfbh7dIUHG6THtAhTOB1pbzglb9IIE0w1pW68ffO5lhNJl1PdLhzYjBEmwLqwXaQ3/ehfH2nbLp49Gnct2wZ/UMGecFQvVuokSQ6j0UmfN36ESaTkGQXvcDIcqbCJRHtOm1KLi2aNxpzxlVIjZlUc/Xn1Pry7tx2fPXkCbrtqDoBIOwIA6A4LpqUbjwAAZo6pSOv4CSH5h8dph9uuwBeyoaPfB1d4QcjjTF+tJskclLQkpxHpW6MqhlYwLRdU1pd7cGyDuuJbVRKxDg+E7a1bwqYPx4ywlDxATcOyunAb++NUJJGaVlsWXb9RV+7RUp12tfYCiLZ/Jqkzd3wlPi41WTaruzESKUDOjQjT4a7oRtPDhcthx+8+fwKuP2eqtk2k5L27V3V5/Ms7+7XHZOe8zn4fDrT3Y+W2VgDApfPGDseQCSE5TnF4TbBnMKBZijMdLz/gWSI5SzCkaJa8oypiGxLEQ06vKS9y4aHPn4Ar5o/FU185VUs1CwRDWnSpusSFyhFmKx4PYx8fswiTFWYOYaVuB8ZWqhGp7c2qYGKEKX3YbDb86uPz8O3zjwUQ3/Th/X3t+MZfPgCQ3QhTLq+0xnJx7NQJJj/e2tkGAFg4sRrzG6syPTRCSB5QHL6EtPV6I5biTEXPCyiYCNr7fLjl+U1Yvast20PR0TsY0NK/YvVRSgTZ9KHM48Tk+jLc86kFmD66XHN/C4QUrX5ppKXjJYKoMxI0lCce9asz2ddms6GiWJhBqCttdSaRKDI0ysIi9IN9HWiKEbH52INrsLtVXTDIdhPFiiTE+HBijIA6pdQ+OSVvf3s/DnaoCwwzxzIdjxCiIsxHr3v0Pc2IhxGm/IBnieBTv1+DR1fvxV1S9+lcQEyiHXbbkCdwckqe0bo6YiuuYGtTN4CRmY4XD6NpQGMStSajLSKExma5taXsVZNuRDrk1qYenHL7ioSek80IEwBMachNk4QyQwRU/v52SxGm7c09aA+bQAx1sYcQUjh0Rrxh8Pp2NWU32wtUJDF4lkY4iqJo6VBr93VkeTR6RPPNojRcTOQIk8vwemJyuGb3Udz36k4AjDCZYbSlTqbR3vETqnR23LPCq+7GFXuzWicyNIzprIpo/BGDbDs2/frj81BX5saPLom2R88mS+aM0d2Xe1V1DkRmQh39fuyT0nsJIQQA+qV1x3tX7ADAprX5Qm7mPZhw22234YUXXsD69evhdrvR2dmZ7SEVBEIsAcDk+twSCYPhHgXGKEQqyK/hMpgXmDlmUTBFI2zXAeA/zzgmqec6HXa89t9nY9WOVry9+yi+Fm78anQ+ZHPP9GOM7g34g3EdJ42LCsPNlPoyvPc/5+dcPdPscZWY31iF9eG2BHKDYDklDwAOtKspedX8ThNCwiiIvqYxJS8/yJuz5PP58PGPfxxf//rXsz2UguJf6w9lewiWiMlIOgSTXGvgdOgvWC5H9AWssTp2E9eRzo8unZn0c2pK3bhi/jjcfvVcrSmw8dwO1dyDRDO6Un9MZTc3QTCkjzp5cqAnSK6JJcF3Fk/Tbg/4gwiGFLy7p11z1xQc6FDrIZmSRwgRXDctur0DBVN+kDcRpltvvRUA8Oijjyb8HK/XC6838iPW3a3Wp/j9fvj90ZOG4US8f7bHsT+cNgIAPn8w6+OR6R1Qz53HaUvvuJSQ/vWk5nGCKbXFuu9JLh2XbDG/sRLrD3Rh4cSqtB0Pj6SXvnbmMXAgBL8/+nwkAs+VOS6D7mjvGUBdif7S397n09132jN3HPP9PJ12TBWe+I+F+Nyf1gIAOnoH8ImH1miP15S60N7nh8h8rPDY8/Kz5vt5GinwPOUPfr8f82sV3HXNLNz4zCZtu9uR5jkOSYpEj33eCKZUuP322zWhJfPKK6+gpCTzzRETYdmyZVl9/1377RCBxu6+ASxduhSAmmerKEBpFtPvt3TYADjgG+jTxjU01K976/Z1WHpwnbZ1e5f6PoIrJwbx2vKXdc/M9nnKBa5uAMbBhlPr29J0PoB9hyPHvufwTixdumPIr8lzZUbkUv/ya6uw02Dc1u7V79PVkb5zbEU+nydFAWxwQIENf3l+GeRjV6z4ACntZsvaN7Evj39p8/k8jSR4nvIH+8ENqC9yoHVQvU50Hm3N+PWWWNPf35/Qfnl8GY/PzTffjBtvvFG7393djcbGRlxwwQWoqMiu1avf78eyZcuwePFiuFzZUyV/PPA20KVG3uxON5YsOQe+QAjn3rUKzT1e3PvJubho1qispMc4NzcDWzegobYaS5acNOTXm35iH1p7vDhlco1ue93edty/ea12/5IzF+LsafUAcuc85QqfTvPrdb57AP/atwUAcNqJx+OCmaNSfi2eK2v+a80r2u2Z8xfivBkNusd3t/YBH7yl3Z87dQKWLEk+7TIRCuU8/Xj9q+gZDODujyI/o8dPqILDbsOhvaqBTk2pC9dcfkG2hjgkCuU8FTo8T/mDOFcXXLAY/aNb8MN/qVGmCePGYsmSuVke3chFZJ/FI6uC6aabbsIvfvGLmPts2bIFM2bMSOn1PR4PPJ5om2KXy5UzF5Zsj6VnMJJP6w+G4HK50D4wiOZwPv63nvoQT3zpZJxxbN2wjy2gqCKt2O1IyzGaMbYKZt+kIre+xmBMVWnU+2X7PBUq5cWRY19ZUpSWY8xzFZuuwWDU8QkYCpHH10T/DaSbfD9Pxr5ks8ZW4KmvnoqvPv6+tm1KfVlef0Yg/8/TSIHnKX9wuVyokGobi9xOnrsskuixz6pg+u53v4trr7025j6TJ08ensGMUOQCcF9QrR0Rdt6C7c09WRFMEVvxzFpuGk0fxlXR8GG4KJZMH+iQlzmeu/50XHG/GkHa3x6dfjBoqBsrZuf5pJk9thIuh13Xq+kzJ0/I4ogIIblKqXSd8Lho+pAPZFUw1dfXo76+PptDGNEoiqITTP6ggl++tBWLjtWfk2z1xkmnS14sZFvxYpcDVeybMmzMn1CFmlI3zp5ej+PGlGd7OAXLvMYq/M+S43Db0i3YH7a7lvFKiyQLJ1bjYyeMH87hFQSfP3UiAKBUcjI5ferwLzQRQnKfUqm1A13y8oO8qWHav38/2tvbsX//fgSDQaxfvx4AMHXqVJSV5WZX+Fyns98fZSf8wMpd+Oc6vdW4L5Caa9lQERGmTK++uCQL5XHVxTlrZ1yIjKksxtr/OR92k15YJL2MD1vlH+owiTCFe57NGVeJZ75+2rCOK1/57uJpuHPZdgCA22nH7HGVAIAFjdX467sHAAD1ZdEp4YQQIjdtd1Mw5QV5I5h+8pOf4LHHHtPuL1iwAADw2muv4eyzz87SqPKXYEjB3cvVH/uKIie6pXz8I12Dun29wyyYOvt9eH17K9p61Tqq0jhNNoeKHGEay3S8YYdiaXgoCaeADJjYtkeiufzhTpTrz5mqCaap9ZFFu6uOH4ePDnfh2FHlXHwhhJgip+6We/JmKj6iyZuz9OijjybVg4nEZvmWZvx5zT4AwDF1pdhwsMty3+GOMH3tiffx9u527X59eWZXaV12KcJUxcappDApCq9iev3RjRO1ekHWLiWMLPTlNDyXw46fXTE7G0MihOQJJdI1Y1w1F2rzAS4njlAOdkTqGKpK3FHGBzLDHWGSxRIANGRYMFXqapa4IkwKEyGGjKYu6jb1b9yTYYOVQuPHl85EZbELt15OgUQISRw5c6ahnAu1+QAF0wilsjgiEj578gS4HdZfheGMMJlN5jIdYaosduFjx6tF7pfNG5PR9yIkWwjBZLYAEokw8SchGb50xjFY/5PFmDk2u339CCH5hVzDdExdaRZHQhIlb1LySHoRE6RRFR5cMGs0XE474IsWKwDgDZhvzwSt4f5PMnXDUDj9i4/NwbfPPxaNNSUZfy9CsoFwYjKNMAWYkpcqrFMihCSLzWbD4186Cf2+IGun8wQKphGKmDSdMrkWQGxby+FIydtwoBP3vboDF84aHfWYHA3LFE6HnWKJFDRaSp7J37OXpg+EEDKsGFu4kNyGgmmEIgSTaFBZ4nYCiI7uAMOTkvftp9ZjT1sflm9piXqslA4yhAwZIYaCIQWBYAhOR+T+M+8fBCCuA4QQQgiR4XLiCMXYFLY4RirOcKTk7T3aZ/lYeREncYQMFTndTo4y/eWdfTjUqZrAyHn1hBBCCFGhYBqhGJvCmrnkNdaoebXDkZI3fVS55WPsgk3I0JGNXeQ6pqUbj2i3M93zjBBCCMlHOBMdoWhF3mEbYX9QidrnmDq1GaOckre7tRe/f2MXBiwMIlKlzxewfIxF1YQMHbvdpnWUlxdB5NtybxBCCCGEqHA5cYQy4FMnScXhFBxfMDqKdExtCd6AfkJ17p2vAwDa+/y46eIZaRvP0V6f7n6Zx4ler7WIIoQkT5HTDl8gpIswyQsijDARQggh0TDCNEKJRJjUr4DR2MHlsGHu+CoAMBUu6/Z3pG0sPYN+9BsiVqMqMm8lTshIw6x5rS7CxBomQgghJAoKphGK16/vu2I0dpg+ulxrGNs94I96fjr7tYiCc5naYei9RMhIQ1j0d/RF/qYDUnTZzXpBQgghJAr+Oo4QnnxnP+5dsUO7LyI6WkqeIcJUUeRCRXhy1TMYHWFKZ7+WQx3Rgumnl83E6IoifP+i6Wl7H0JGOqMriwAAR7oif3NyjWBIia5lJIQQQkY6TFgfAfiDIfzwnxsBAEvmjMHUhjJ09qsrzFUlbgDA7HGVWLWjTXuOw25DRdjO2yzC5HGmL8J0uGswatuM0RVYc/O5NHwgJI2MrlAFU3N35G/OK6XnOe1cQyOEEEKM8NdxBPDBvki9UVuv2py2KyyCqsJRpF9dMw+fPmmCtp/dZotEmLwBLLlnFXa39mqPpzPC1Nnni9rmsNsolghJM2O0CFNEMPWFo82NNcU4bUptVsZFCCGE5DIUTCOAT/7+be12c/cgHnlrj1Y3VFWiiqLRlUW4/eo52n5qhMml3d98pBs/+tdH2v101jD10A2PkGGhMhxRltNs+8OW/n//6qlwOviTQAghhBhhSl6BoxhqEvYf7cedy7Zr96uK3abPs9vUni3FLgcGwik7TdKqdDoFk1nKHyEk/RSH/27F33RHn0/rwVZCS3FCCCHEFC4nFjitPV7d/a1NPbr75UXmkySx0FxRHHl8QKp1cKdxJbp7UNRTueLsSQgZCiKVVtiKX//kB9pjtBQnhBBCzOGSYoHz5zX7dPf3tPXp7tvt5nVCovi7vMiF5m5VdPVlKHWue0B93e9eMB1v7z6KS+eMycj7EDLS0doI+FVXzNW7jmqPuZiORwghhJhCwVTAtPZ48dvXduq27T0aEUxL5oy2fK4QUk5JUHVLdQ+BUPrshzv6VdOHsZVFuP8zx6ftdQkheowpeYQQQgiJD5cUC5gdzZH0u5ljKgBE+i8BwN2fnG/5XEdYJ8n7y6SrX0tL9yA2He4GANSUmtdTEULSg8eQkkcIIYSQ+FAwFTC7pfS7r541WffYtadNitlLaWxVMYBIfZGRQDA9gumjw10A1Fqq+Y1VaXlNQog5xgjTnHGVAIBvnXds1sZECCGE5DpMyStgVm5rBQB85czJqCzWGyqMrSoyfc7vP38C/v3hEXzjnKkAIv2ajKQrwhRUSykwpb6MfZf+f3t3Hh5Vffh7/DNZZrInhOyQIKBsFVBQ+GEVsSLLpRVKf1WRW6FVLIrV1qW4tIL+2oLIT++vvdaltmKL+1PBp17FRgVBRRQQLAIp4WEnAQGzb5PJ9/6RzElOkgmoyZyZ5P16Hh7nnPOdme/4zcmcT77LAbqYfw5TTdMcJv+S4uMGcP8lAAACoYepG3u/sDEwfW9ETpvV8K66ILfd50z6Vpb+MOt8JXgay19zYfvl6hsaOqWOvqbXiQqw+ASAzhNrBSZf038bzz9WyAMAIDACUzdVW++zLobyUuNsw+82/PIypcSd2XyhX00bprunDmmz39c5ecl6nUCr9QHoPDGtApO/h4nABABAYASmbqqixYp2CTFR6p3QHJD6NM1POhPxnihd3U5vlK+zepiahvbRwwR0Pf99mOobjLy+BmtRl1gCEwAAATGHqZuqqG3+y3FkhEvZybF6+roLlJrg/sq9Oe1dTHVeD1PjC0USmIAu5+9hkhpXwKytbzz/YqMJTAAABEJg6qbKm3qYWs5dmjgs82u9lieqbUdkZy/6QGACup67xc1pS5rufyZJcW6+CgAACIQhed2UPzD5F2/4Jtpbva6zblxr9TCxQh7Q5SIiXFZo2td024GkmCiG5AEA0AECUzdV3nT/pMSY6NOU/HoavkZgOlFRq837T9n20cMEBJe7qce48HiFJCmvd5yT1QEAIOQRmLop/xym1suJd5avs6z41P/ZoP98YqM+LDxh7WMOExBcntaBKZXABABARwhM3VR7c5g609dZ9OGL8lpJ0lufF7d4ncaeKpYVB4LD38N0vOl87B3vcbI6AACEPAJTN+XvYeqMOUySlJ5ov6j6JsuKe1sM5/PPhWJZcSA4/D1MZdVe2zYAAGgf35TdRHFpjf64rtAKSmVNc5gSPJ0zhyn/F+P1j1su1n//cKQkyfcVpzD5b5QpSd765rDlX22PRR+A4PD3MPl/R3ii+RoAAKAjfFN2E/+x5B0tW1OgZz/cL6n5xrWdNSQvJc6t4X2TFRXZGGy+ag9TSZXXevzKlsOqawpNLPoABJcVmKobf0fERLFCHgAAHSEwdQPVdc29N/ublgruqjlMES5/YPpqXUynKuts27uKyppeh0UfgGDyNAUkepgAADgz3K2wG2g53K1XvFtS162S559r9FUDU2m117b9ypZD2l1cpiMl1ZIITECw+O/DVNX0h5aYaHqYAADoCIGpG/C2GB7nH+pW3slzmPwivmZgqqqrt22v/OigbZvABARH6x4lFn0AAKBjBKZuoL7FCgw1Xp9qvD59sv9LSVKvuM4NTF+lh8nXYLTkjV06Ly9FpytOYAKCw9/D5EcPEwAAHSMwdQMtA1O116clb+yytgdlJXbqe1k9TOb0genjfaf09Pv7JEkLLhsoqfGv2bX1bReMYJU8IDg8rQISPUwAAHSMb8puoOWQvBqvT89uPGBtpyV07k0p/T1M9Wewrnh9i3o9tnavJGlM/9R2y0ZGEpiAYGjdw9Q6QAEAADsCUzfQcnjcyYo6DcpMkCRdfUFup79XbNPFVXu9RK3VtVOmb6843TlpUJv99DABwZHgoYcJAICvgm/KbsDraw4mmw98qX8fq5AkzRqb1+nv5Z/v0HIp80CqvW3LxLsj9b//o58GpMfb9jOHCQiO5Fj7vMYzGF0LAECPRmDqBgINj+vdtMR4Z4p1Nwam1qvetae9UBXniVJKnFvv3jFB4welW/sJTEBwJMfZfy/U+b7aTagBAOhpCEzdQMu5Qi2ldkVgauphqvGe/iKrJkAPk19qixX8GJIHBEdKqx6mi89Oc6gmAACEBwJTN+Btp4cpNd6tOHfnT+b2B6Y6X4PqT/OX6faG5GUkNS9CkdLiL90s+gAER8shecv+c4SiI/kaAACgI3xTdgN3//2zNvuGZifK1QW9NrEtQljNaRZ+qK5re/yywRnW414tAxM9TEBQJLUITDnJsQ7WBACA8MB9mMJcRW299p+sarN/YHpCl7xfyxW1qut8SvC0/yNU4/Xp71sPt9nfslcpNb7FkDzmMAFBMSgzQYkxURqYnqCLBvZ2ujoAAIQ8AlOY23awpN39rVfC6iwul0ux0ZGq9vranaMkSX9cV6hlawpO+1q2IXkEJiAoUuLc+vjeiYqIaL4RNQAACIwheWGuuKym3f2JMV2Xhf3D8tqboyQpYFgakGZfSrzlohRRXLgBQRPrjpQnihvWAgBwJuhhCnMVNd529yd4uqaHSWpe+KG9ZcNb3kTX7zczztUX5bW6+kL7jXRTWqySx1+6AQAAEIoITGGuvKb9+yEFo4dp+mMfaPd/TbFuZitJR0uqbWWvuqCvrh2T124g6pPSPOH8i/LaLqotAAAA8PUxJC/MVdQGPzC1XPhh7O/esR073ir4/MeA3gF7j1rOYUqK6boeMQAAAODroocpzJUF6GFyd+G9VVqOuiut9qqqrl5x7qim+tiHCCaeJgj9v1sv1ls7inVVq+F6AAAAQCighynMBephiu2Cm9b6GWOfp7T606PW47Jqe2CKje64Ht/KSdbtkwYHXJ4cAAAAcBKBKcyVt+rR+T9Xn6dbv3O2zstN6bL3bJWXtPyfzavitZ5T1ZXBDQAAAOhq/Fk/jBljtP9EpW3fjPP7dPn7NrRKTC2H//mH5MW7I3XDJQM0Ki+ly+sDAAAAdBUCUxgrPF6h/Sergv6+Ma2G2cV7mrfLqht7mK4Zk6dfXDEoqPUCAAAAOhtD8sLYP3cekyT1iotWbmqsnvzR6KC875KZw9U73q0fjOorSfL6mnuc/EMEu3KVPgAAACBYuKoNYzuLyiRJN084W/PGDwja+57bJ1mbfzVRO46U6e9bD8vra7COVTYtQsEiDgAAAOgO6GEKY8dKayRJ2SkxQX9vl8ul6KjG+yvZAlOdT5KsZcYBAACAcEZgCmPHyhsDU1ZS8AOTJEU3LfZQV98cmKqtwMTqeAAAAAh/BKYwteXAlzp0qlqSlOlQYPKvjtdyDlNlXeOQPAITAAAAugMCU5jw+hp06FTzinivbTtiPc5OdraHyT8kr8br06cHSyQxJA8AAADdA4EpTNz83FZdsmyt3t9zQpK0/XCpJOm/fzhSUZHONGN0ZOMcpvoGI2OMfv/OHusYN6wFAABAd0BgChP5TUuIP7fpgCTpyJeNw/GGZCc6VqfoqOYfH6/P6LVtR63tlvdmAgAAAMIVgSkM+Bqa5wjlpcZJkipqG+93lBQT7UidpOY5TFLjsLyk2Oa6xEUzJA8AAADhLywC0/79+3X99derf//+io2N1cCBA7Vo0SLV1dU5XbWg8PcmSY0LPNT7GlTjbZw35OT9jqJbB6YWN6tlSB4AAAC6g7DoBti9e7caGhr05JNP6uyzz9aOHTs0b948VVZWavny5U5Xr8vt/aLCetxgjCprfdZ2vIOBKTLCpQiX1GCkulY9TIkxYfGjBQAAAHQoLK5qp0yZoilTpljbAwYMUEFBgR5//PEeEZh2F5dbj+sbjMpqGofjuaMi5I5ytpMwOjJCtfUN8vqMTNPIwR+M6quYaHqYAAAAEP7CIjC1p7S0VKmpqR2Wqa2tVW1trbVdVlYmSfJ6vfJ6vV1av9Pxv//p6rHtUIkeWrPb2i6trNUly9ZKkhI8kY5/Dn9gqq6pU2XTvKqLBvRyvF6d5UzbCc6jrcID7RQeaKfwQDuFD9oqNJ1pe7iMMeb0xUJLYWGhRo8ereXLl2vevHkByy1evFgPPPBAm/3PP/+84uLiurKKnebPBRH67FRzL1J2rFFRdeNy3sluowdH+wI9NSju/SRSlfUu3T2yXiv+HaniapduGOzT8NSw+7ECAABAD1JVVaVrr71WpaWlSkpKCljO0cB0991366GHHuqwzK5duzRkyBBr+8iRI7r00ks1YcIEPf300x0+t70eptzcXJ04caLD/ynB4PV6lZ+fryuuuELR0YFXurt71Q79fWuL5brdkaqsawxJ0ZEu7Vx8RZfXtSMXL3tPx8prbfuenTtaFw3s7VCNOteZthOcR1uFB9opPNBO4YF2Ch+0VWgqKytTWlraaQOTo0Py7rjjDs2dO7fDMgMGDLAeHz16VJdddpkuuugiPfXUU6d9fY/HI4/H02Z/dHR0yPywnq4uX1bV27b9YUmSBqQlOP45PO3MVUqM8zher84WSj8z6BhtFR5op/BAO4UH2il80Fah5UzbwtHAlJ6ervT09DMqe+TIEV122WUaPXq0nnnmGUVEhMWK6N9YUWmNJGlwZqIKjpXbjj095wInqmRz5cgc/d+1hbZ9qXFuh2oDAAAAdK6wSB1HjhzRhAkTlJeXp+XLl+uLL75QcXGxiouLna5alysubbwHU99esbb9f55zgXJTnZ+HdcekQbrqgr62fRlJbXv1AAAAgHAUFqvk5efnq7CwUIWFherb135xHoZrVpyxGq9PX1Y1rt7ROhxlJsU4UaU2XC6XfjNjuF7efNjaF+cOix8rAAAA4LTCoodp7ty5Msa0+687KzzeeMPa2OhIpcbbh7llJYdGYJIa7wc1c1Qfp6sBAAAAdLqwCEw9UY3Xp+/+4X1JUnZyjKIiXdax83JTlJYQWsPebhzfuDjHjPNyHK4JAAAA0HkYOxWiDn9ZbT2OjHApKqI5MA3OTHSiSh0akpWkbfdfoaQYVn4BAABA90FgClHVLZYPv25cP3l9zcMPPdGh2TGYwup4AAAA6GZC88obKq/1Wo9nj+1nG5LnjqTZAAAAgGDgyjtEVdY29jCdl5uiiAiXolrcdypUe5gAAACA7oYr7xBV0dTDlBjTOGqy5Rwmd2SkI3UCAAAAehoCU4iqqKmXJCV4mgJTiyF59DABAAAAwcGVd4gqr7UHpsgI5jABAAAAwcaVd4gqb+phim8KTNGRzGECAAAAgo0r7xB1pOk+TNnJMZLoYQIAAACcwJV3iDpwslKS1K93vCQp2jaHiUUfAAAAgGAgMIWg8hqv/n2sQpLUr3ecJCnBE20dp4cJAAAACA6uvEPQW58fU7XXp9zUWJ2TkSBJ6tMr1jrujnIFeioAAACATkRgCkFHSxrnL100IE1RTb1JmYke63hJldeRegEAAAA9DYEpBB0rq5EkZSY1h6SoFsPw0hI8bZ4DAAAAoPNFOV0BtHW8vFaSlJ4UY9v/yvxx+tfhUl1yTpoT1QIAAAB6HAJTCCk8Xq4TFXU63tTDlJFo70m68KxUXXhWqhNVAwAAAHokAlOIOF5Wo4mPrLft86+QBwAAAMAZzGEKEVP/Z4NtO8Il9U+Ld6g2AAAAACQCU0jwNRidrKyz7evbK06eKG5QCwAAADiJIXkO8zUY/fuLsjb7U+PdDtQGAAAAQEsEJofNWbFZm/Z92WZ/cmy0A7UBAAAA0BJD8hxUXa92w5IkJRGYAAAAAMcRmBx0uNJl2255f6VIV+vSAAAAAIKNwOSgQ5X27bzU5mXEWy8CAQAAACD4CEwOat3D5PU1WI/rfSbY1QEAAADQCoHJQSdq7IFp0rAsLZk5XOmJHt37v4Y6VCsAAAAAfqyS56AaX/Njd1SELh+aIZfLpWsuzJXLxSQmAAAAwGkEJoecrKzTserGUPTdEdm6b9pQKyQRlgAAAIDQwJA8h9zywjbr8S8nD1F2cqxzlQEAAADQLgKTQzYfKLEeJ8TQ0QcAAACEIgJTCEjwEJgAAACAUERgCgHuKJoBAAAACEVcqQMAAABAAAQmB9TWN68n/sD3uN8SAAAAEKoITA6o8Tbo2wN7KzfeaNaFfZ2uDgAAAIAACEwOSI6N1oq5o3XnCB/3XAIAAABCGIEJAAAAAAIgMAEAAABAAAQmAAAAAAiAwAQAAAAAARCYAAAAACAAAhMAAAAABEBgAgAAAIAACEwAAAAAEACBCQAAAAACIDABAAAAQAAEJgAAAAAIgMAEAAAAAAEQmAAAAAAgAAITAAAAAARAYAIAAACAAAhMAAAAABAAgQkAAAAAAiAwAQAAAEAAUU5XIJiMMZKksrIyh2sieb1eVVVVqaysTNHR0U5XBwHQTuGDtgoPtFN4oJ3CA+0UPmir0OTPBP6MEEiPCkzl5eWSpNzcXIdrAgAAACAUlJeXKzk5OeBxlzldpOpGGhoadPToUSUmJsrlcjlal7KyMuXm5urQoUNKSkpytC4IjHYKH7RVeKCdwgPtFB5op/BBW4UmY4zKy8uVk5OjiIjAM5V6VA9TRESE+vbt63Q1bJKSkjhxwgDtFD5oq/BAO4UH2ik80E7hg7YKPR31LPmx6AMAAAAABEBgAgAAAIAACEwO8Xg8WrRokTwej9NVQQdop/BBW4UH2ik80E7hgXYKH7RVeOtRiz4AAAAAwFdBDxMAAAAABEBgAgAAAIAACEwAAAAAEACBCQAAAAACIDA55LHHHtNZZ52lmJgYjR07Vh9//LHTVeoxlixZogsvvFCJiYnKyMjQjBkzVFBQYCszYcIEuVwu27/58+fbyhw8eFDTpk1TXFycMjIydNddd6m+vj6YH6XbW7x4cZt2GDJkiHW8pqZGCxYsUO/evZWQkKAf/OAHOnbsmO01aKeud9ZZZ7VpJ5fLpQULFkjifHLK+vXr9b3vfU85OTlyuVxavXq17bgxRvfff7+ys7MVGxuriRMnas+ePbYyp06d0uzZs5WUlKSUlBRdf/31qqiosJX57LPPdMkllygmJka5ublatmxZV3+0bqWjdvJ6vVq4cKGGDx+u+Ph45eTk6LrrrtPRo0dtr9HeObh06VJbGdrpmzvdOTV37tw27TBlyhRbGc6p8ERgcsBLL72k22+/XYsWLdLWrVs1cuRITZ48WcePH3e6aj3Ce++9pwULFuijjz5Sfn6+vF6vJk2apMrKSlu5efPmqaioyPrX8heWz+fTtGnTVFdXpw8//FDPPvusVqxYofvvvz/YH6fb+9a3vmVrh/fff9869otf/EL/+Mc/9Morr+i9997T0aNHNXPmTOs47RQcn3zyia2N8vPzJUk//OEPrTKcT8FXWVmpkSNH6rHHHmv3+LJly/T73/9eTzzxhDZt2qT4+HhNnjxZNTU1VpnZs2fr888/V35+vl5//XWtX79eN954o3W8rKxMkyZNUr9+/bRlyxY9/PDDWrx4sZ566qku/3zdRUftVFVVpa1bt+rXv/61tm7dqldffVUFBQW68sor25R98MEHbefYz372M+sY7dQ5TndOSdKUKVNs7fDCCy/YjnNOhSmDoBszZoxZsGCBte3z+UxOTo5ZsmSJg7XquY4fP24kmffee8/ad+mll5rbbrst4HPeeOMNExERYYqLi619jz/+uElKSjK1tbVdWd0eZdGiRWbkyJHtHispKTHR0dHmlVdesfbt2rXLSDIbN240xtBOTrntttvMwIEDTUNDgzGG8ykUSDKrVq2ythsaGkxWVpZ5+OGHrX0lJSXG4/GYF154wRhjzM6dO40k88knn1hl3nzzTeNyucyRI0eMMcb88Y9/NL169bK108KFC83gwYO7+BN1T63bqT0ff/yxkWQOHDhg7evXr5959NFHAz6Hdup87bXVnDlzzPTp0wM+h3MqfNHDFGR1dXXasmWLJk6caO2LiIjQxIkTtXHjRgdr1nOVlpZKklJTU237n3vuOaWlpencc8/VPffco6qqKuvYxo0bNXz4cGVmZlr7Jk+erLKyMn3++efBqXgPsWfPHuXk5GjAgAGaPXu2Dh48KEnasmWLvF6v7VwaMmSI8vLyrHOJdgq+uro6rVy5Uj/5yU/kcrms/ZxPoWXfvn0qLi62nT/JyckaO3as7fxJSUnRBRdcYJWZOHGiIiIitGnTJqvM+PHj5Xa7rTKTJ09WQUGBvvzyyyB9mp6ltLRULpdLKSkptv1Lly5V7969df755+vhhx+2DWmlnYJn3bp1ysjI0ODBg3XTTTfp5MmT1jHOqfAV5XQFepoTJ07I5/PZLgwkKTMzU7t373aoVj1XQ0ODfv7zn+vb3/62zj33XGv/tddeq379+iknJ0efffaZFi5cqIKCAr366quSpOLi4nbb0H8MnWPs2LFasWKFBg8erKKiIj3wwAO65JJLtGPHDhUXF8vtdre5aMjMzLTagHYKvtWrV6ukpERz58619nE+hR7//9f2/r+3PH8yMjJsx6OiopSammor079//zav4T/Wq1evLql/T1VTU6OFCxdq1qxZSkpKsvbfeuutGjVqlFJTU/Xhhx/qnnvuUVFRkR555BFJtFOwTJkyRTNnzlT//v21d+9e3XvvvZo6dao2btyoyMhIzqkwRmBCj7ZgwQLt2LHDNi9Gkm088fDhw5Wdna3LL79ce/fu1cCBA4NdzR5r6tSp1uMRI0Zo7Nix6tevn15++WXFxsY6WDME8uc//1lTp05VTk6OtY/zCfjmvF6vrrrqKhlj9Pjjj9uO3X777dbjESNGyO1266c//amWLFkij8cT7Kr2WNdcc431ePjw4RoxYoQGDhyodevW6fLLL3ewZvimGJIXZGlpaYqMjGyzktexY8eUlZXlUK16pltuuUWvv/661q5dq759+3ZYduzYsZKkwsJCSVJWVla7beg/hq6RkpKiQYMGqbCwUFlZWaqrq1NJSYmtTMtziXYKrgMHDujtt9/WDTfc0GE5zifn+f+/dvRdlJWV1WYxovr6ep06dYpzLMj8YenAgQPKz8+39S61Z+zYsaqvr9f+/fsl0U5OGTBggNLS0my/6zinwhOBKcjcbrdGjx6td955x9rX0NCgd955R+PGjXOwZj2HMUa33HKLVq1apXfffbdN13d7tm3bJknKzs6WJI0bN07/+te/bL/4/F9iw4YN65J6Q6qoqNDevXuVnZ2t0aNHKzo62nYuFRQU6ODBg9a5RDsF1zPPPKOMjAxNmzatw3KcT87r37+/srKybOdPWVmZNm3aZDt/SkpKtGXLFqvMu+++q4aGBiv0jhs3TuvXr5fX67XK5Ofna/DgwQwd6iT+sLRnzx69/fbb6t2792mfs23bNkVERFjDv2gnZxw+fFgnT560/a7jnApTTq860RO9+OKLxuPxmBUrVpidO3eaG2+80aSkpNhWiELXuemmm0xycrJZt26dKSoqsv5VVVUZY4wpLCw0Dz74oNm8ebPZt2+fee2118yAAQPM+PHjrdeor6835557rpk0aZLZtm2bWbNmjUlPTzf33HOPUx+rW7rjjjvMunXrzL59+8wHH3xgJk6caNLS0szx48eNMcbMnz/f5OXlmXfffdds3rzZjBs3zowbN856Pu0UPD6fz+Tl5ZmFCxfa9nM+Oae8vNx8+umn5tNPPzWSzCOPPGI+/fRTa3W1pUuXmpSUFPPaa6+Zzz77zEyfPt3079/fVFdXW68xZcoUc/7555tNmzaZ999/35xzzjlm1qxZ1vGSkhKTmZlpfvSjH5kdO3aYF1980cTFxZknn3wy6J83XHXUTnV1debKK680ffv2Ndu2bbN9Z/lXUfvwww/No48+arZt22b27t1rVq5cadLT0811111nvQft1Dk6aqvy8nJz5513mo0bN5p9+/aZt99+24waNcqcc845pqamxnoNzqnwRGByyB/+8AeTl5dn3G63GTNmjPnoo4+crlKPIandf88884wxxpiDBw+a8ePHm9TUVOPxeMzZZ59t7rrrLlNaWmp7nf3795upU6ea2NhYk5aWZu644w7j9Xod+ETd19VXX22ys7ON2+02ffr0MVdffbUpLCy0jldXV5ubb77Z9OrVy8TFxZnvf//7pqioyPYatFNwvPXWW0aSKSgosO3nfHLO2rVr2/1dN2fOHGNM49Liv/71r01mZqbxeDzm8ssvb9N+J0+eNLNmzTIJCQkmKSnJ/PjHPzbl5eW2Mtu3bzcXX3yx8Xg8pk+fPmbp0qXB+ojdQkfttG/fvoDfWWvXrjXGGLNlyxYzduxYk5ycbGJiYszQoUPN7373O9tFujG0U2foqK2qqqrMpEmTTHp6uomOjjb9+vUz8+bNa/PHcM6p8OQyxpggdGQBAAAAQNhhDhMAAAAABEBgAgAAAIAACEwAAAAAEACBCQAAAAACIDABAAAAQAAEJgAAAAAIgMAEAAAAAAEQmAAAAAAgAAITAKDHcblcWr16tdPVAACEAQITACCszJ07VzNmzHC6GgCAHoLABAAAAAABEJgAAGFrwoQJuvXWW/XLX/5SqampysrK0uLFi21l9uzZo/HjxysmJkbDhg1Tfn5+m9c5dOiQrrrqKqWkpCg1NVXTp0/X/v37JUm7d+9WXFycnn/+eav8yy+/rNjYWO3cubMrPx4AIAQQmAAAYe3ZZ59VfHy8Nm3apGXLlunBBx+0QlFDQ4Nmzpwpt9utTZs26YknntDChQttz/d6vZo8ebISExO1YcMGffDBB0pISNCUKVNUV1enIUOGaPny5br55pt18OBBHT58WPPnz9dDDz2kYcOGOfGRAQBB5DLGGKcrAQDAmZo7d65KSkq0evVqTZgwQT6fTxs2bLCOjxkzRt/5zne0dOlS/fOf/9S0adN04MAB5eTkSJLWrFmjqVOnatWqVZoxY4ZWrlyp3/zmN9q1a5dcLpckqa6uTikpKVq9erUmTZokSfrud7+rsrIyud1uRUZGas2aNVZ5AED3FeV0BQAA+CZGjBhh287Oztbx48clSbt27VJubq4VliRp3LhxtvLbt29XYWGhEhMTbftramq0d+9ea/svf/mLBg0apIiICH3++eeEJQDoIQhMAICwFh0dbdt2uVxqaGg44+dXVFRo9OjReu6559ocS09Ptx5v375dlZWVioiIUFFRkbKzs79+pQEAYYPABADotoYOHapDhw7ZAs5HH31kKzNq1Ci99NJLysjIUFJSUruvc+rUKc2dO1f33XefioqKNHv2bG3dulWxsbFd/hkAAM5i0QcAQLc1ceJEDRo0SHPmzNH27du1YcMG3XfffbYys2fPVlpamqZPn64NGzZo3759WrdunW699VYdPnxYkjR//nzl5ubqV7/6lR555BH5fD7deeedTnwkAECQEZgAAN1WRESEVq1aperqao0ZM0Y33HCDfvvb39rKxMXFaf369crLy9PMmTM1dOhQXX/99aqpqVFSUpL++te/6o033tDf/vY3RUVFKT4+XitXrtSf/vQnvfnmmw59MgBAsLBKHgAAAAAEQA8TAAAAAARAYAIAAACAAAhMAAAAABAAgQkAAAAAAiAwAQAAAEAABCYAAAAACIDABAAAAAABEJgAAAAAIAACEwAAAAAEQGACAAAAgAAITAAAAAAQwP8HkYyPaUE4pqgAAAAASUVORK5CYII=", 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U9IEBExEREREREQBge1On5nuW5BERERERESHU4GHp9oMAgMmDKgEww0RERERERAQA6PD61T1MY+rLATDDREREREREBADwBSLBUbHTBoBtxYmIiIiIiAAAvkAQAGCzWuCwhUIPZpiIiIiIiIgAeP2hgMlhs8ButQAAAsFgNg8paQyYiIiIiIgoI0SGyWGzwqYGTNk8ouQxYCIiIiIioowQe5icNiszTERERERERDI5w2QNB0z5tofJnu0DICIiIiKiwuQVAZPdgsmDq3Dp0UMxbVhNlo8qOQyYiIiIiIgoI3z+SIbppLF9cdLYvlk+ouSxJI+IiIiIiDJC3sOUr/L3yImIiIiIKKfJe5jyVf4eORERERER5TR1D5PNkuUjSR0DJiIiIiIiyghmmIiIiIiIiEyIgMlpz9+wI3+PnIiIiIiIcprPH2r6wAwTERERERGRDvcwERERERERmeAeJiIiIiIiIhPqHiYGTERERERERFpicC0zTERERERERDpef7gkz849TERERERERBrcw0RERERERGSCe5iIiIiIiIhMcA8TERERERGRCS9L8oiIiIiIiIz52PSBiIiIiIjIGPcwERERERERmeAeJiIiIurVFEXJ9iEQUQ7jHiYiIiLqtV74fDsOu30+lmw7mO1DIaIcFZnDxD1MRERE1Mv833++QkuXDz//z4psHwoR5Sh1D5M9f8OO/D1yIiIiyglWS/6eOSaizPL5uYeJiIiIerlSly3bh0BEOYp7mIiIiKjXK3XZs30IRJSjuIeJiIiIeiWxCAKAEiczTERkrBDmMPGUEBERESXM7QsAAFrdPvWyIgcDJiIyps5hyuOmDwyYiIiIKCGBoIJpdyxAUFHwwpVHq5d7/cEY9+oerz8IBQpcdgZlRPlIfD5wDxMREREVvJYuH9o8fnR4A9jQ0KZe7slgwHT+Yx9j2h0LsHZva8b+DSLKDEVR1Gx0cR5novMmYLrrrrswbdo0lJeXo2/fvjj77LOxbt26bB8WERFRrxFUFPXrvS0e9WtRppduvkAQK3a2oNXtx1OLtmTk3yCizNl2oBNtbj+cdiuG15Vm+3BSljcB0/vvv4+rr74aixcvxvz58+Hz+TB79mx0dHRk+9CIiIh6BbnRw9LtB9WvMxUwtbn9GXlcIuoZ6/eFMtFj68vzenBt3uxhevPNNzXfP/300+jbty+WLFmC448/PktHRURE1HvIe5Xmr96nfu32ZaYkr7Ur0lgik2V/RJQZ7vDvbVmejx7I26NvaWkBANTU1JjexuPxwOOJlAy0tobqn30+H3w+n9ndeoT497N9HBQbX6f8wdcqP/B1yg9mr1On22t4e7fPn5HX9GC7W/26rSv7f7tzDX+f8kdvfa083tDPa7fm5s+e6DFZFEUqSM4TwWAQZ511Fpqbm7Fo0SLT291666247bbboi5//vnnUVJSkslDJCIiKjg7O4Dfr4g+11rtVHDrlPSX5a1rseCR1aGN4qMqgrh2ArNMRPlkcYMF/9hkw4TqIH4wLvd+fzs7O3HxxRejpaUFFRUVprfLywzT1VdfjZUrV8YMlgBg7ty5uPHGG9XvW1tbMXjwYMyePTvmk9ITfD4f5s+fj1mzZsHhcGT1WMgcX6f8wdcqP/B1yg9mr9PyHc3Ais+ibm91uDBnzolpPw7bqn3A6i8BABtbrThp5iwUc0iuqrf+Pr2xci9W7W7DTbNGwWKxZPtwEtJbX6vmz3YAm9ZgQL9+mDPnsGwfThRRfRZP3gVM11xzDV577TV88MEHGDRoUMzbulwuuFyuqMsdDkfOvFlz6VjIHF+n/MHXKj/wdcoP8uu0t8WNCx6PDpaA0P6iTLyenT5tEczzX+zCD08YmfZ/J9/1tt+nH7+wAgBw7Jg+OG50nywfTXJ622ulIBTQuhy2nPy5Ez2mvAmYFEXBtddei5dffhkLFy7E8OHDs31IREREvcZ9b5uP8shUl7xOr7ZL3vq9bSa3pN5C3knS2sUuirnOFwi9Xvk8tBbIo7biV199NZ599lk8//zzKC8vx969e7F37150dXVl+9CIiIgKXpcuKLJZLVj4kxMBAP6gAn8g/fsT3LrOeINquP+4t+vwRt6HJSzPzHm+YOh32G7Nj9JJM3kTMD366KNoaWnBiSeeiP79+6v/vfDCC9k+NCIiooIX1PWIunj6ENRXFKnf64ObdPBkqF055a/mzkinxjzZvtSr+fzhDFMez2AC8qwkj4iIiLIjqItdfjHnELikRVBzpzfts1bcfm1Wq8vLEqzerrkz0gbay9lcOc8f/uBwMMNEREREhS4gnbg8fkwfFDttsEqLoGPveQ9Lth1M67+p3xulLwuk3uf1r/aoX3szUAZK6cU9TERERNRrBIKRgMlpsvi58M+fpPXfdIdL8krDe1U6vQyYetK+VjfmfbUHwWBuVPl8sbUJjy7cpH7PDFPu84WDWjsDJiIiIip08h4mp924vCaQ5oW1J1ySV13qBJC5bnxk7OyHP8KPnluKZz/dlu1DQSCo4PzHtAE5A6bcJ5rBOGwsySMiIqICl0iGKd1E04fqklDAxAxTz9rT4gYAvLJsV5aPJBI8y1iSl/u8LMkjIiKi3kKbYeqZ5YPIKFWVhIZLdjFgyooDHd74N8ow0W1NxgxT7vOrJXnMMBEREVGBkzNMRQ7j+TfpLrvx+LUZJjZ9yI6m9uwHTJ5A9GvvYcCU88QeJoc1v0OO/D56IiIi6hFyW3E5YHrqsqnq18mU3Xy2pQm/nbfGsNRKEBmmyuJQholzmZK3tbED9761Dk3dyBK1ebLfzt0om8QMU+7zBUVJXn5nmPJmDhMRERFlj6YkTwqMjhlZZ3ibWNo9frWj3pj6cpw/ZVDUbT7e1Igvwm3Ky4tCyxUf96wk7fzHPkFjuwfr9rXhiUunxr9DjjIMmPh+yHl+dskjIiKi3kKewyTvR5CH1+qH25rZvL9d/XrtnlbD2/zy5ZXq133LXQBYgpWKxnYPAODjjY1ZPpLuMQqOmHHMfWIOU081ismU/D56IiIi6hHyHia7NLDWYol8PX5ARUKP1eGJlOFtlIInmZxRmDqsJnQZMwopCySY/ctVhk0fDPY1UW7xsekDERER9RZyAGPTbeC+5czxACLd7OLZ3dylfr1+b5vhbYbUlAAA/vCNw1DksEYdAyXH7QuiIwf2IqXKKDji+yH3iVEAPdVZM1Py++iJiIioR8hDY/XVNSJQSmRw7f42D27695fq97tb3Gh1+6JuJ7JJRQ4rnLZQkwnuYeqepxZtSfm+6/cZB7Y9xagckwFTbvMFgli1uwVAaK9iPmPARERERHHJQ2P1GSbxfSIB06vLo4eg7mjqjLpMLIaddqt6djpXFsiN7R7skrJk+eJAhxeN7R58uvkAlCRL9E578MMMHVVi1uyJDthYopkbDrR7sPNg9O/w1sYOuH1BlLnsGNWnLAtHlj4MmIiIiCguOWCS9zDJ3/sTCJiMAg2jgbTq/BabVW1J7A8qCCbwb2Ta1DsWYMbd76KlKzozlstKXTac+PuF+Mbji/H++v1J3TeRYDhTlmxrwm9eWx11ea4E0L3dlDsW4Nh73kNzp7Z1vfj9qC1zwmrlHiYiIiIqYIqioMMb2f9i0y1+xPeJLKobWj1Rl3UYBExqhslm1ex/yHZWwS/9+5tNGlbkqjKXA+3hfUwfbojfNS9X1rhvrtyr+f7ak0cBYNfEXCCfwFi/T/v70OYOvdfKXPk/xYgBExEREcXk9gUhV3B1J8O0pyU6w9Rp0IzAY1CSB2Q/YJIX6fmW4ZBftmJp+LAZ/ewceR9bT6oqcapfHze6DmP7hfbD5NvzX4i6pPeEfo+hGHgs5qjlMwZMREREFJOcXQK0w2oBqOU2gTiDmLYd6MDS7c1Rl3fGKMlz2q1wSHum9Ivkjzc14pnF22L+u+mkCZjybA+NfOzFzgQCJl1gnK25R5XFke6LihKZ6ZNvz38hkn939b+bbeFmLmWuxLpn5jIGTERERBRTpzQ36cOfnYQhtSWa6+1qwBT7cVbtNh5S2xkOyBRFwb++2IGvdraoi2GnzQqr1aLuY/IFgvAFgvhg/X60e/y4+IlP8etXVuLh9zb2yP4mjz/yXMRr0/3Rxkbc9r9VWcvMAFCfN0CbDUgkw2S1aAOmngpQFEXBr19Zicfe3wRAe6xtbl/ONQHpzeT9h/pul+3hkryKAsgw5f9PQERERBnV6QstfGpLnRhcUxJ1vS3BDJMIHMb1K8fFRw7Bog2NeHv1PvUs9YcbGvGzF1cAAErCGRCxOHbarPAFAvD6g3jywy245821OH5MH/Wxf//WOmxqaMf93zisGz9pfG4py9Lqjh0wfevJTwEAg6pL8L1jh2f0uIwEggp8gUgQ2dwZWdAmkmHS70nzx3l90+WrXS1q1vCHJ4zU/Lt1ZS71PcE9TNnl9gU0QZL+90HslysrgICJGSYiIiKKSZRiFZlkJezhkrl4e5jEAndQdQkuPXoY+la4AISaPuxu7sKXO5rV2+oHXjqkrMKz4cX0B7pOby8ti25Znm5yhqktTsAkbDvQkanDielAh7bBRpP0vVM/TMtAQNd63B/omU557dLzqijaoO+m2WPhYoYp69y+AI74zXyc8adF6mWtuq6R4vejEPYw5f9PQERERBnllfYTGUm0S57IMBU5Qo9T6gwtQ95etRd/fGeD4X3Ewl7etyLub6Td489oVy45w9RmMHBXkFuOJxKcZMIy3X6xA+2Rts/BBOYw6V/PnirJk//ZQFBROxOePqk/xg+owFc7Q8NQGTBlz7q9bVF7D/UlefvbQwF6tdS0I18xw0REREQxiQyTyyRgUrvkxclAuNXHCWWqRFnY2r3RQ0kFtSRPyirEKifbdTCzA2U90j6g1i7zDJN8HPqmGT1lY4O2zXNTRyRgihfcKooSXZLXQxkmOZjzBRQ1c+kIv89cDjZ9yDajd4LPr710T3jm2sCq4h44osxiwEREREQxeQPa8ji9RDNMopxNn2GKxRHOzpQXhTptHWj3osgeI2Bq7oz7mN0h75uJlWGSh3gazZ7qCeKMf2k4wNzX6lav05fb6Rm9lPq20Zki/9Pr97WpJXl2fbaRGaasMcpQ6t8fe1pC77f+DJiIiIio0MXLMNkSnMPk1u2FSqTxgFgcj+hTCgDY3Nhu2IZcyHSGSe541+b2o7nTiwPt0QGRXJ6U6F6ndBP/bl15ZK+YEK+joBz8ii5nPRUwycf29Yc/UkvyRMc/dsnLPneMUQBA6P0jAvT+lUU9dlyZwoCJiIiIYhJZFZdJZkeU5MXbFyMyTCLwKnXFDphcdqs642lknzIAwLq97Zr9QXo7M12S55e75Plw7D3vYcodC9TW6JHrIt+LLoM9TTRPqC2N3kMSLxsoXy8C3EQGE6eDvvudL/zvisBcDZgCQSgJ7MWi9DM6aSEHsB5/QM1SFkLTBwZMREREFJNYCMUryfPHyUBEZZgcsRdSA6sjpTxThlYDAN5f36DpVAeE2pQLO5t7LsO07UCn2jp5835tJzy5Y5g8x6oniWOrMth0H287klyyJ16vnsow6V9f0a5edGOU34fcx5QdnQazxeTXQh5ynK2mJ+mU/z8BERERZZQ+M6QnFrKJ7mFKNMM0uDoy8+mYkbWwWIDGdi8apW5vAPD8FUfhj988HAAMy+PSyS2dRd8lBWe7dIGaXIaXraYPYo9VVbEj6rq4JXlSRCVeL1+Gmz68t7YB3//b51HBp2g2oZbkSQtwluVlR7ySPBE82awWde9ZPsv/HBkRERFlVKQkzyTDZEtsD5N+nlNJnD1Mg2siGSaHzQqX3app6y2Uumwo6qF9LfpZM8L2A9pmE/IepmxlmETQVlkSHTDFa/qwrSkStKgleRnM5rh9AVz+9OcAgAVrGjTXmTV9AELvzXJQT9OXoALagNob5zMj3xTGT0FEREQZ44lTkmdPskueWESVxOmSJ2eYAPPBuU6bFa7wdfr9L+l2sMNreLl+X1WbZg9TICt7bcQxVRUnt4dJURSc9dBH6vdONcOUued2d4xSyg0Nobbzoq241WpRs03MMGWHUUme/P4Qv+tmnxn5pjB+CiIiIsqYeE0frJbYGSaPPxQwiD01iWaYBujaEZu1E7dYLGoQ5jZYyKVTk0nApN93Ix9HIKhkPJDTW7e3DXta3HDYLBhTXxZ1fayASV96J4KTTJbkHew0b+Tx4YZGANCUdsVrLe72BfDhhv1RrwulR5dBSZ5H0/SBGSYiIiLqRRJt+gBE743Z0dSJSbe+jV+/uhLrwgNqh9eFWoTHyzBV6vbeiPlNQt9yF74xdTCAyMIsk4FJIKjgpWW7DK/TL9z138dqhZ4Jn29tAgAcNaIWtWWuqOtjBUz+oPbYxSws/eXpJM+tMiO/z+ROeUZ+8fJX+PZfPsND725MzwGShtFsMW2GKfZnRr4pjJ+CiIiIMiZe0webJbKQlffGBIMKjvvde/D4g3h28XYc7PTBYbNgXP/QrhOzdsOnT+qPQ/pX4MgRNZrL9SV57/3kRNxz/qTwsXW/JG/B6n244YXlaiZMb9HGRtP76v9d/ULeaM9HJongdPyACk2gIcRqAa/PJImSS58/OxkmwSNl7cTrbZZhemlpKLD928dbu39wFGV3S6SE8jdnTwSgfS28cbLS+YZNH4iIiMjUe2sb8NePtgKIUZInxVGBoAIR1yzf2Rx124oih/o4RQ4bLBZAv3Z/+OIjoCgKLBbtQt+lC5jsNot0XTjD1I2SvO///QsAwLDaUlw3c3TU9bGyIPqAyaNrTpHpUkG9LY2hpg2j+pSpAY8sVoZJf53IMPkylGFq6fTh/fX7496uXWqe4UwwozhpUFW3jo2Mia6Qz19xpPr7u2p3K9bsacUh/SsiGaYC6JAHMMNEREREMYjOZYB5G3BNSZ4U/Vgt0Qt1fbaj1KQsTx8sAVA74QkOKVJLZ0leQ5vb8HIxjHb6sBpNBz8AeHnZLlz3z2VqJzl9hinTLbn1xBn+MpfdMMMUq0uevhueWpKXoZ/h7Ec+wv++3B33dnKWzhmjK6JcFlrmYm4gE0RJXr+KIk3Z3W/nrQEgZZgchRFqFMZPQURERBlXURTdnhrQBkZydsIosxEVMMWZxSTTl+RZpceSS/JS6UgnL8ZLTRbZoqX40NoSNYiQvbp8N95dG2qJrV/IZyrYMCP2G4Xm4BiU5MXcwxS57rFLpqj3z1SXPJENi0culVSbPuiOqc3tw3+l4Mtm8LNT9yiKov6+lLnsmt8F8futdskrkAwTw24iIiIypA88ykz2HGmbPkQuN1pg67NOoQxTYsNmYzUdkM9kewPBpPdObG2MzFEyCwxEm+7KYkdUGaEgYg19wJSpcjYzInC12ywmJXnm9xXBXYnThlMn9sOCNfsAmDdY6Cly4wyjDNPLy3bihhe+1NzHYfCzU/d4A0H1fV7ktKldFIFIxjheo5h8Uxg/BREREaVdl27fjVl5k1nTB6MyNH22wyybY2T9vnbT6+SGFKmU5d34r+Xq180mDQhaOuWAyThiqii2h49B+9z1fIYp9O/ZrFbYrdHLvUCMAE4EdyLQqgt32dvTbFyq2B3JZAN/Mnus+rVRwKQPlgCg56dfFT55eHSR3aZ5f4lRAYXW9IEBExERERmSN9kD5l3t5NI4uSTPKFNj02WYasuih6qa2d9mnomSS3/0DRfiaff4sTbcVQ4ADpo0dxCXV5Y40L+y2PA2IoMWVZKXrQyT1ZL0HqZIdir0nI7tF5rjtE56jtLFLLg9c/IAzfcLbjwe4wdUqN9H9qxF3qMOg/I7s9lglDrRWMVqCT3ncjlrsVPbrZJzmIiIiKigtbu1rbDNAiYgUpYnN30wKuGy6hbvQ2tKEj6e2ePrTa+Th9cmO6xU38FO/3ML+1pDGZb6iqKoBb0ggg3xs4vnJXsZJuM9TLGq60SgKzJMI/uEAqZtTYntNUqG2Bempw/0qkq0gbXR4FqjwcaBHn7eewOReS522GCxWDCuXySQFVnlDq92SHW+Y8BEREREhvTziMpcxk0fgEjmSJNhMsge6PfTHDOqTv16QGURnrx0qum/cfd5k2IerwiYupIcEqsPmDoM7v/u2n34cmcLAGBgVTEumjYYvzl7Im47a4LmdiJQEWfYRYlSrmWYYjV9EPcVm/mLHbFnHnVHq9s4YNIfs34vjH5wraIoKHJGL86ZYUo/UZIngqFipw03zBwTvi70uyO66NVXRA9Nzkds+kBERESG5ICpb7krZvmc1QogoC/Ji16s6ps+zB5fj1vOHI9x/Spw9MjamMdTU+rEzEPq1SYEegOqitG6tw07DnZidH15zMeS6cvCjIbM/uzFFerXA6uKYbVa8O2jhmLZ9oOa24lARAQXpU472tz+Hm8r7pMyXIZ7mBIYXCuClky1FW9odeMXL61Uv3/821Pwg2eWAAgFevL+Jn23NZe0h+lfX+zAXfPWGA6/7elAtTcQGSY5e1RTGjqZ0trlw9cfWqSeXKivKOr5A8wAZpiIiIjIkOhKNra+HO/cdIJhK21BZJiCSpw9TLrMgcViweUzhscNloRYc11G9Q2VjsVqDmEkKsPkic4wySVhVSWRTJt+U7s/qEBRlEiGKdw2XQQbd76+Gk98sDmp40tFJMNkTTnDJEr5xP/T3SXv+heW47OtTQCACQMqMHtCP/U6q9Wiadigz0zKg2t/9uIKw2AJiD2gl1LjVgOmyO+iCJ7eW9egBksAM0xERERU4ESWpKrEgXKTGUyC2JskL1CNFthGi/dkuGIEbSPqSgEAO5o6TW9jRJ9h6jLIMIkF+x1nT9QM1dUHcIFgEKt2t6rfizbL/mAQG/a14YkPtwAAvn/ccMPhvOmi2cOU4uBacT+R3Ul3edsX2yLZOf2Mr1CGKfK9/n0jFugeX+zyy57eO9YbuA0yTKLZg/4t0s+kOUq+YYaJiIiIDKmdrhLYuG3U9CGRDFOyTp0YykLUlEaXB4o5UanuYaoOZ446fQFNBualpTvVLnrThtVo7qsvFfMHFTz6/ib1ezGY1xdQNG3a9S3b000zhynJ7nE+KTsVegyr+pixMlPJkoNffUMRfemmPrgUi3V3nH1VzDCln2HAZPIZMTaJ0thcxgwTERERGRIZIn1QYCTS9CFymVHTB31b8WTNGl+P5684EmMMFmLF4WxOZ5IBkwgMq0udONjpg6IAbn8AJeHHu/Ffkfk+/XR7MqIzTAp2N3eptxWzqzz+gCZj0u7xq4+fCf44e5hil+SFM0y6kjwgNKPJZU1P5zOH3arOLK4o1maY4gXWYg+TvpxSr6cHBvcGoumDHCQZzVOzWS1q5infMcNEREREhiIZpvjLBYtRlzyDcqjuZpgsFguOGVmnDlOViQVcstkbUdZVJS3ajfYxAZHBtIJ+D5PXH1TnFT3zvelqsPLLl1di0cbGuI+fLnKXPPkpFwFcrMyLeN30JXlAekvc5Mc1KsmLRc0wmbzWteEMJDNM6SeawcjBUK1Bxre+vDD2LwEMmIiIiMiE2MMUa9+QIG5iNIdJXhh3N2CKRbTw7vIGsKu5K+HFsggMi502zWMY0ZeG6Qdzbtzfjk5vAMUOG0b0KdNkZ37/1jr16w6P8ayndJH3MMnHLAKmYBKDa+XgxajMMlVyq3B9INq/sijme8UlNX3Qu2nWGNz/jcMAcA9TJrSEZ2dVSicYag1OYNQxYCIiIqJCl0yGyXAOU3hxLfbxANGDa9NJZJg+29qEGXe/i6ueXZLQ/dQ9GXabupemucub0H315Ypr9oSyS2P7lcNmtZhmQPQzrtItoNuHJIjXInaGSdv0IRR0ievSF4A4pGBSZJge/dYRuGjaYFx85NCY5ZuxMkz9q4rVY2db8fQTs7PkgKmq2AH9r7Z+Rlk+Y8BEREREhkSGKZE9TGqXPIOmD/L+hnilVt1RpNt4/vZq43lNenJgKLp67WlxR93ue8cOj7pMHwC2dIYCLdFAorXLODDKZIZJURRNhklWFg5MYjV9EFkZkWGyWCxwWEWnvHRmmKSSrvCMr9MO7Y+7z5sEp924HboQCZiij8dhs0gBEzNM6dYazjDJZZRWqwXVUuv9X845BIcPqe7xY8sUBkxERERkyOMPnb1PpkveT/71Jb7+8EfY09KlBlxlUsCk736WTiUpbjCXM0z9w00d9koBU114MX/B1EFxH6vN7Q8fS+hn7jBoUQ5kNsMkxwj6ALWiKP4eJnn/k/o44WyQz5/OPUyRxzfqephISZ5RhslmjXQG5B6m9BMnASp1ZZRyp0MxE61QMGAiIiIiQ8lkmET51ObGDny5oxkPzF+P5TuaAQD1Ume5BB4qZal25BI/p8NmRf+q0LE+sGC9en2kCUL8g291azfEm+2FymTAJGeBbLqW4ocNrgrdJkZpnegsJwdMYmhxOrvOyXuYakuj97sklGEy2MNkt1pgExkx7mFKO3UPU4m2UYfYNwYAfQtkYK3AtuJERERkSDRt0Dc2MKIvTVu3rx1fhgOm86YMwvvr9wNILOhIldksmHhEQOSwW9SAornThy5vAMVOm9qi22Ewz0ivLby/Q2S7zDJMmSzJk7MqIuh5/cfHYk+zW232ECvwEfd3SNGt+NnT2fRBfi+IkjxZ7IAp3PTBIMNkt1q5hymDxB6mcpc2YJo0sFL9enBNSY8eU6Yxw0RERESGPL7kmz4IIlgCgOG1perXGW36kGKGyReIZJjOmjxAvVwEP2b7gYzIHfcA85lQ7RlsKy7v2xHHPGFAJWaOr1eDoJgZpvB1VoMMUzozNvL7St7/IiSSYTLqkmezsSQv3d5b24CNDaGGJqIMUl8Ca7dZsfAnJ+LN64+LahOf75hhIiIiIkPJDK6NFQjJC+NMNn1IdQ+TCDCcNissFguqShxo7vSh1e1D34oi9XpHEvWEJY7YQ3QzmmEKyBkm7THbE8gUBWPsYfKmMcMkuqxNHVqtKc8TYnXJi7WHyW5l04d0WrGzGZc//TkAYOvdp8fsnjmsrjTqskLADBMREREZiiyMEmn6YHz5wKpiTcCVyaYPRfbYx9nm9qnBgEzsYRJBgdi83tLlh6Iohk0Q4hHB249OHGl4fSYDJjlI0B+yXe12F6PpQ7hsT36tHBnYEySe19Mn9Te8PrEuecYleWIPU4B7mLpNDGIW1MxznN+3QsKAiYiIiLClsQOn/uEDvLJsl3pZKk0f9P74zcM02YNMNn2wWi3q3ha9LY0dOPTWt3HF37+Iuk4uyQMi7ZLb3D5NYJHM/itRknfd10Zj1vj6qOvbemAPk35oLRDZi+SXMkUbG9qwu7nL4P7y/axR9+susZ/KLDCyx9gzJoJjo7bidqmteDqbVPRW+nb9avfMBPY2Fore85MSERGRhqIo6uLn+heWY+3eNlz/wnL1+q7w2ftE9gaZleT1LS/SBUyZyzAB5o0fnv90GwDgnbUNUdeJrIk+YGp1+zUZFbMFvFGsKDJMdpsVv5xzSNT1mc0whYIEo+dazFbaeqATP/j7F1i1uwUz7/8Ax9z9rnqboMGerUyU5InAzCzrOKqPeWtqERh3mZXkcQ9T2sgBk9cfjGSemWEiIiKiQverV1bi0Fvfxo6mTny1sznq+mQCJrMMk8th1QRMmV7AivlHyfDpuuCJkrxQhikSIJgFTO//5KSoOULysN5hdaU4ZmSt5vqe6JJnVEIoX/b26n24+IlP1e9FoGRUkmfPQNMHEXuZBdF3nXsozpo8AC/+8Oio62KViYZK8riHKV3krG2n1x9zD1Oh6j0/KREREWk89+l2eP1BPP7BZhitK7u84Y5vCexhMsswFTlsmpK+TC9gzUryYvHpmjqUqyV5ugyTSUnekNoSfGPaYM1lfcq1c2juu3AyjhpRg29OHwKgZ7rkGQUi+sYVYqYOENmzZpRhcmagrbhakmcSbPetKMIfv3k4pg6ribouVjmYzWpR91wpCrNM3SUHzq1dfvX5ZEkeERER9RpyJzc54BAb6hMJmEwzTHarZmFltEk/nVLKMKlNH6zhx4i0BBd7YCyW2OWE+mxOnzJtwNS/shj//MHROH/KQAAZLskLxMgwxdgX1BmeGSXiC3mhLL4W2ad0UEvyUijTdNmthqWQQChTKA/s5Sym7pEDzqZOr/o1S/KIiIio11i/L9IFq0waRplUSZ7Jole06haaO32Gt0sXs+Au1jrfp7ZPDx2nCJiaOjx47cs9AOJ3yNP//PoMkyBK9TIZMB1o9wBAVJkgEOl2Z+T1r0I/q1FJnvh63d62tDV+iDR9SP6+FovFNMNhk9qKA8wwdZccJB/siARMRq3gC1Xv+UmJiIjIUEObW/1aZBmA5DJMZlkCfZe2g5kOmFKYxaQvyRNZqmcXb8ftr60GEL9DnrxALy+yR3UWE0rDj92ewYBpT0vo9exfWRx1nS1GhunmV1cBkEvypPuFf74/vbsRo375BpZLg4lTFa/pQzxmz7HDZtW8XtzH1D1yK/6mcMDksFky3sAllzBgIiIi6uU6pf00nd4AgkEFQQXoCrdsNluYymKswzVapJKeTEgkuNPPYjIryZPFKmUDoM79AYDqkujMjlAWzjB5/MG07geS7W0NBUz1FUVR1zkSWOQalcrpA+KbX13ZnUPU/DupLrzNMkyhgEkqyZP2oT3zyVY8/sGmlP693krO0L27LtRl0tfL5lsxYCIiIuqF5EVQh1eb7ej0BeCX1vJGAYReoove5q7MZpj6VkRK4US3Oz19a2yxx0WU5BllqeKV5JW5IvepKDbfRyV3z8tUWd5eNcMUHTDZE6h/Cxg0Y9DHi7sOdqG74jV9iMc8w2SB1WpR9ziJ19cXCOLXr67Cb+etxb5Wt+Y+76/fj/Me/RgbG9pTOpZCFpRK8l5fsSeLR5I9DJiIiIh6Ibn5gr5i6UC7F14ppkgkwxSvrOrHXxsNALjtrAmJH2QKrp85BpXFoX1YpSYNIDy6YadetUlCaFlU6jLKMMVeMsl7lsqlfWB6TnukzXqmyvJESV4/w4ApfnBi1CVPHxAf6PBi3d42dEd3mj4AkeG1euK1EkGu+HfkAFX/3H/nqc+wZNtB/Pgfy1I6lkKWoURoXmHARERE1AsZDfwU3ly1Tw2YnHZrQtmjeLe5YeZofP7Lmbhg6uCYt+uumlIn/nHFUQC0m9Xlr1fvacW3//Ip/vX5DgCRkjxHOJApdkQHWvFK2erK4me2hDK18UNmOgbubQ1lf4wyTLGaPghGTR/0e9EAYEND6gFTc6cXS7c3A+hOhsn4Z3GqAZN2dlSH1A3SrFtjQ5snpWMpZME0dkbMVwyYiIiIeqEur/lifXNjB8TViewJArRZqEmDKjG2vhw3zRqjXmaxWEw7x6WbCN7kvUpeqcbwm08sxocbGvGz/6wAECnZcui65Ml2t7ijLpPJAVNFsXmGCYhksDKVYdrbzQyT0UBZo6Am1nsonvveXh957BQzTGUmgal4HUWGyW+QYXp04SZNd0iBwUE0o+fkL9+ZmoUjyZ68Cpg++OADnHnmmRgwYAAsFgteeeWVbB8SERFRXvL4zRe7Ly3bjWUHQovNeNkSoVZqYV1X5sJbNxyPa8NleD1NVM/JC71YGTWxgV10yTMqyYtHDgbl4MzwtuHgakdTZ9L/Tjz+QBCN7aHGGkZNH+LtxQISK8kDYj+n8ch7iFItyasrMw7AxbGKjoCBcEAsB0yvrdiD2Q98EHVfBkzRjNqyj+pbloUjyZ68Cpg6OjowefJkPPzww9k+FCIiorzW5Y1e1A+QMhJv7gwFDeVFsbMlghwwGM3/6UmifEws9N5cuRcvLd1leFtfIIgtjR0AIgFTpUGG6MzJA2L+m3Izh4NxOgFOGlQFAGlpza0ndy8zyg5aLBbToEmUuBnOYTK4T2c3MkwOaU9YqiV5RgGTPPdLLclTM0zxj5czm6IZPSdVxdn9He9peRUwnXbaabjjjjtwzjnnZPtQiIiI8op+2KhROdjgmpKoy8pdiWWY5MXrAINSsJ4kFuBinffDZ5eY3vbdtQ3q19UloUCppjR6IX7l8SPi/ruPfOsI9K8swk9mj415u0P6lwMAnv54K7Yd6Ij7uMmQOwA6TBpVmJXAieSK4Rwm6S5V4ecpXsC0ancLrnp2CTbtj+48Z9O0LI/5MKaMAiaHdKBqSZ66hyl+CSQTTNGMsm6JZp4LRUH/tB6PBx5PZPNea2srAMDn88Hny2xb03jEv5/t46DY+DrlD75W+YGvU3bcv2ADnlm8Ay/98EgMrysFABxoi24LXVcWfda4xGlN6PWqLolkM2pLHVl9jYPB0MI4EAzGPA6b1YINe0Nrg9pSJwZUOOHz+VBqsDqqKor/PMwaV4dZ444HEPs9XiGV/H3/b59j3rUzYj6uGaPfpy631LQg6IfPFx0cmcUE/qASWiMFwoGQokQeW1o0Vxc70NzpQ4fba/pzbtjXjtMf+hgAsG5vG966Tvsz2iyRx1OCgZTeL1XFxvOyxGOJgM/tDa37Fq7dF3X75vYuTXYwKP/MaZTPn31eXenlHy6chEDAj0Bmepb0qERfj4IOmO666y7cdtttUZe//fbbKCmJPouWDfPnz8/2IVAC+DrlD75W+YGvU8969JPQn/u5z32IS0cHsa8L+O3y6CVAa8Nu6ItP2poaMG/evLj/RqcfEMuKvRtXYl7jV9097JQ1eULH4vcHwsduvNwJBBV89OU6AFZMrXbrfk7tfT774F0kMMIoIZtaI4+/oaEjoec3Fvn3qTn8s1stCt544w3D2ytBG4DoQCoQVPD66/Owa5cVgBVr1qzGvOZVAIDdu0OXAQC8HQAsWLtxC+bNMx4Ce90nkedvc2P0z7h7V+TxPlu8GI2rE/hBddYfsADQBk1Bv0/9tzxdoZ9z0UcfYVc58I/Po98H/3n9bdQVAeL18Pn93X49YsnHz74Ve7XPc+umpZi3I3vHk06dnYntIyzogGnu3Lm48cYb1e9bW1sxePBgzJ49GxUVFVk8slBEO3/+fMyaNQsOR2L14dTz+DrlD75W+YGvU3Zc98nbAIChgwdhzpyJ+OmLXwGIHkA5cdxIfLhvi+ayMcOHYM6c8Qn9OyMPa8YX2w/ie8cMS3kjfzrsaXHjtqUfAFYr5sw5Rf35jfiKawA048Rph2LOEQPVy+X7XH7MUJx5Wuwyu2RsbGjHH1d9rH4/Z86clB7H6Pdpx8FOYOkiuOw2zJlziuH9frHkHfhMyulmn3oq3mr7CjiwD4dOmIA5Rw0BACx6ZRU+2x/aBzZ8QF9sWbcfffoNxJw5hxo+jv451/+Mn/x3NT7dvxMAMGPGMTh8cFViP7TEtbYBf12/XHNZWUkx5swJZfke3PARGj0dmHbkUZg+rMbwfTB5+gxMHlSpXmexmj9v3ZHPn30HFm8HtqwFAPzz+9MwZWh1lo8ofUT1WTwFHTC5XC64XAb1rQ5HzrxZc+lYyBxfp/zB1yo/8HXqOYpUSlXstMPhcMBvUpNV4ox+TSqKnQm/VtNH9sH0kX1SOs50KnKGgoFAUIl77Ac6QiU51aVFmtv++ORR+OO7G3H+lEG4+cwJhnOIUtWnUlvl0t3fBfn3SbGEMgEOm9X0cWP1NbBY7VDC2SeHw64+ht0mlVyG9w65/fGfXwCwWqJ/Rqc0dNZms6f0HBS7oktI5Z9b3cNlscHhcKDYYYvq7OcLWjT/djCB90x35OVnnyX0PJ45eQCOGtU3yweTXom+FgUdMBEREfV28gJRzEoya3vd2B49tLOyJM8Wd4h0dAsq2oBRmHvaONw/fz08/iCawx3tXHZtvd2Ns8fihllj0hooCVW6LnwdHr9mH013+HUt0o3Eap3tDwbVLnly9zr54dSmDwm2FbcaPId2qdODviFJopwGP6Pc9MEmzWEKBBXDNuj6AbZsKx4tqL4fsnwgWZRXXfLa29uxfPlyLF++HACwZcsWLF++HNu3b8/ugREREeWoA+2RFteKAmw/0Im3V0dvfgeANnd0F7GakvxrHywv9PXr39d/fCyuPGEkisPDaVu6QhkmfcAEICPBEgDYbVZceUKk697+tuhANVW+gBjCa77EixUT+AOKYZc8OegRbde7Eug6p79v5LLI195UAyaD10z+uR3SHCazmVHRAVNKh1LQRFvxbJbZZlteBUxffPEFDj/8cBx++OEAgBtvvBGHH344br755iwfGRERUW5qdUe6QHV6/Xjhi8hJxqtPGqm57Y9OGhV1/+osz1RKhbxADyiKZu5QVTgALAln28QC2WjxnUlzTzsEw2pDpXkNKQRM+oW+IIIPh918cRuQIqZx/co11/mDivEcJunriuLYbcX1GSOjtuF+KTKJN+jXjHGGSZrvJLUV7zQJ7rozfLe3MMo49jZ5FTCdeOKJUBQl6r+nn34624dGRESUk+TFaLvHrxk4efZhAzW3HdW3LOr+1XmYYZIX6PohsiJQqtL9XD0dMAGRYb/JZJiCQQWXPvUZDr31LXyx7WDU9WpJXozhRnLZ2V8vn4YfnRgJnF9cshMfbmgEoJ2VJH8tZvB0mQRM+oyRxaAjn3ybQ/qn1ojLOMMkz2GKDK7tNBlay4ApvkjGkQETERERFSCPFDB1ePx4YMF69fvR9eVGd9HIxwGV8sJu+p3vaLIZohRvQJV2uK7LHj3TJ9P6loeOoaHNnfB99ra68cH6/fAFFCzb0Rx1fbIlef0ri/GzU8ehOBxI3vPmWrUEyyxgqiiKnWHy+HQZJoN1tshCnT9lEAZUFZseaywOg001q/dEup7Je5jMhtb+8uWV2NMSPZOMIkRsy5I8IiIiKkhywPTeuv3qIveyY4YZ3v6JS6fiqOGRtsF9y6O7zeY6oz0zgtFeJSB/MkwdnsjCv6kjeuhmIiV5RuwGi2H5eZSf0khJnnEQ4vHrA6box/aFM2FjEwjazRi9Zm4pWLNLe5jE+76+woXBNdoAbe5L2ZsZlg9YkseAiYiIqKCZ7Q8RmRa9WePr8cx3p+GmQ/149rtT1RbS+cQsYLJbLWojhzrdz2UWSGWSCJiS2cPUIWV19OWGQKQkzx6jJM+I3SBbI2eV5KyUyDCZlbN5/NrLjfooiEyY0b+bKKOAae5p49SvRRDoCyhqoFlT6sL7PzlJc8Lgi63RpY0UwZI8BkxEREQFTb94FeItfYaUAUcOr0n/AfUAs4XdM987Uv36ptnaQbT5mGE6aJBhEoGIUUME4bszhgMAzjk8softYGf0Y8mBZ1AqaxRlmr6Aov57gqIomiyPfExGl8UqHYxH/hn/evk0bLlrDq48IbIfyx6+3h9Q1G6IVcUOWK0WzXvEqLSPIoyagPQ2+VeYTERERAkzyzCl2pksH5idCJeDoj7lLozrV461e9sAZCfDVFcWajzR1BHJFLV0+nD2Ix9h8qBK/OGiw6PuowmYOr2ALqb1JVCS9/PTxmHmIX1xxNBq09sA2udRzhJVSHOkOr0BVBZHnrsfPLME83Vt640Cpsi8qPRkmBRFiWoDL15Trz+gnjioCXd9/GpXi3o7fQmhLxDsViBXaIzazPc2vfhHJyIiKnxm2Qv9IrGQmM1P0mdd5GGx2cgwiUW53JTi759sxZbGDryyfLfhfeTmBS1d0XuIfAkMrnXarThmVJ06yNiMnIWRO+uVOGzqdfpOefpgKXTf6Mf2piHDJN83aPB2Fo08PP4gDoaD0urSULB38fQh6u30zSvMWrb3VpzDxICJiIioYM1fvQ93vbHW8LreuB9Bn3UpkfZxxSphyxRR4qRIwciq3ZEub0bllB1Se2y/QZSg7g1Kcg+T4fFZjUvyrFYLqktCgcebK/eolysxJuLqr1P3WnXjebebBHSCyxF6bI8/iKbwfq+a0lAZ5NcPG4DXrj0W9RXRe/TM2qX3Vmz6wICJiIioYP3qFfPuX1edONL0ukKlz2b0kToAmmWlMkn8k4Gggla3D998fDHeXLVXvb7ZYF/RS0t3ql+LoEOm7mFKskteuSt6l4a8QNZniU4Y0xeANsALGKWSwozK3gDA2Y2SPIslTsAUzhq6fQHsaw1lWmvCgZ7FYsHEgZUYVlsadT/OZtJi0wcGTERERAXLrNzpf9cci/qKIsPrCpl+TT2yT/Sg3p4kMkxBRcH76/bjk80HNNfru+ApioKl25vV7/0GAYrYm5Zshunp706PukzTJU/X6+6IoVUAoDZTMDseQV/m5lcX4elZihr906Ikb3+bB++v3w8AGNVX28a8zCBQZMCkxaYPDJiIiIgKllnANLA6tUGh+WhEn0gGQV9+NefQ/gCglpf1NBGQKIpx6219Fzw5OAGMmynsbw9lUmrDDSUSVWEwoNgaI8NUGW780CwdU6wMk75znijRS1cl5Oi+0cGvyDBtbuyA1x9EZbEDM0bVam5TYhQwsSRPQ7zNenOGiV3yiIiICpRRBzKX3ap2Citkj3zrCPz8Pyvwf6eOw7RhNXD7Aigv0gZGw+tKseDG41FVkp3nQ6w/g4oCj0FWo1nKML29ai+u+ccyzfVGAcreFjcAoH9lchlEo7lc2jlM2n+rqjj0nLUmmGHS78cSN+1uKeSCG4/H3hYPRhsMwBV7mPa1hp6TujJn1L9X5or+uZlh0vrXFzsAMGAiIiKiAmSUYfrV6Ydovi912jTDUAvFnEP747SJ/eIuyPUlWj1JHFtAUdSucUAoE7av1aNZuP/gmSXq1+I1MwpQ9jSLgCm5LGKp02APk/T20feXUDNMnallmNTOa90MmEb1LTd9DYvCJXliMLBRYFxi8HOzS15ElzegvlY7D3Zm+WiyhyV5REREBcooYNJf9twVR2Hy4Cr868qje+qwekw2GjkkQ93DFAQ84YDizMkDcOjAKgDRQYbQvyoUDBmV5O1u6QIADKjqfoap2BEJJvRNFarCZYxymeBnW5pMH18fhAR7oPOayDCJfV2VxdGllyUGP7fXbx749TZyIH/c6D5ZPJLsYoaJiIioQBmV5B3Sv0Lz/WGDq/Dq1TN66pBIYpPaiosuci67VS1/M8t0iEYF+gxTMKio5Wf9kswwGQ3uLS+SAybjY+jyhTIQNqsFP3w2kgWbMKBC00HPLGDKZJWXaPogGAVMvhidBklbijlrfH0WjyS7GDAREREVKLEI/915kzBhYAV2NHVi8uCq7B4UqSzqHqZIFkQeoPuHBevhDQTxwxO0LeBFVkRRtIFMY4cHvoACqwWoL4+eLxT7WCx47dpjcf5jH6uZrQppz5e+S57I3gChYzfKUMncurbi4rgzOQxVHwQaBUztnujW7UbzrXor+f3FOUxERERUcDrDe5MG15RgwoBKnDqxf5aPiGRWaQ+TaIrgslvVhX6r24+731iLVrd2US+XkckJErF/qW95UUoDYScOrMSMkXXq92VyhkmXYpIH/RoN2NW3cDfPMPVcwFRr0Oyk3e2PuszHkjyVXIrZi+MlBkxERESFqtMTWgyWGnQCo+wTI4gURVEzTC67DUUO7ev16Wbt3qBiqVGBHDDtDzc36FuRXHZJJv/bclc0fUme3WZVr/f6g1Fd9PSiAqZgD5Tk6Z7HYXXRQ2ovnzE86jIfM0wqETBZLLm/JzCTGDAREREVqM7wItVoYztln00dXBspn3TarShyaJdnT3y4WfN9iRQIyNttxOtt1PEuUUZ7mQDjOVEiy+TxB6Nacetv79ftFeqJkrwi3c8ypKYk6jZGJao+fxCBoIL31+/XtHbvjUQc3JuH1gIMmIiIiApWpye0iC3uxgKaMseiBkzakrwiXbOCnU3ads7yfiE5F+L2BqKuT5bZjC59lzwgso/J4w8alrbJ9PuC0tVWPBZ9hmlsP+P24/q9Tf6gguc/247vPPUZLnjsk4wdXz7oieYc+YABExERUQHyB4JqS+BSZphykliEBoJySZ41qiRvd3gYreC0W2EP31mTYfKGgpbuBEw/OmkUxvUrx9zTxmkuH2cwGDaSYQqg3RMvYNIGXEpPtBWXMkzfPmpo1PMqPHXZVAysKkZFeM+WNxDEq8t2AQA2NLRn7PjyQboGDOc7nnIiIiIqQJ1SiVR3FtCUOVa1rTi0bcXj3M9hs8Bus8AfVDR7mLrC3e2KTQKDRNSUOvHm9cdHXX7F8SMQUBScPK6vepno6Of1B6MG2+qZleRlch0uB0yxfgemDK3BRz8/Gb94+Ss8/+n2qGPtzXpir1k+YMBERERUgEQ5nt1q0XQ0o9whmiYEdU0fGtrcse4Gh80Ku9UKIKgNmMIZpkzsWSty2HD9zDGay1xSwNTs03by0zeB0GeYAj3RJU8KHM32Zskc4dfDFwj26o5wMu5hCuEnKBERUQGSy7N6ezlNrorMYVLU8kmH3YLG9tiNBpx2K+y2SMMIQbSR706GKRnO8F4rjz+IxZsOxLytXzcMVi3J66E5TImcNHCEb2M0zFZo6fJh24GO7h9cnuiJ9u/5gAETUQ7ZebATf/9kq+l0dyKiRInFc3c6plFmiUVoMBhpgmCzWvHto4eixGkzDSacaoYJ2N5hwX3zN6Dd41c71fVUCaYISDq9fvxn6c6Yt43KMPVEW3EpYEpkvW9XAybz+sJrnl+KE36/EEu2Hez28eUDua14b8ZPUaIccsFjn2BPixvbD3TiV2eMz/bhEFEeEwETW4rnLqvUJU8OIEb2KcPym2fjlWW78LP/rIi6n8NmhSOcYXpuow3YuAUd3iCe+3Q7gJ7MMIUCjG0HOuNmxcz3MGWwrbj0PMQZEwUAcIafU38gqL4eeh9uaAQA3D9/HZ77/lHdP8gcF2RJHgBmmIhyyp5wJ6Q3Vu7N8pEQUb5LR8c0yiwxuDaoKOqCXnSNc9qtKCsyPq/tsEVK8oR/L9mhfi2C5UwTGZymjuhgSR+g6NuKB3ugJM+e5GOLDNOeFjeWbm9WLzcayhuvjXqhUNhWHAADJqKc1NsH5RFR97EkL/dZpcG1AbX0KbIyLXOZBUwWtSRPcPsiAUlP9XgTAdP+dk/c2+pL8nqi+5r8XCbynIg9TG+v3qe5XHQwFLOyAKDU5LUpNMwwhTBgIspBHT10dpCICldnGoaYUmbJi1C/QQBhlmFy2q1oaDXvpPedo4em5wDjEAORX/tyT9R1ii5E0Td9yMWFuMNmfCxiX3GblFXqqbLHbAsaBPK9EQMmIiKiAiRK8kpdvWNhl4/k4CgQLlmTS9RG1JUa3s9hs5ouYE+b2A+1Za70HWQMR42oAQC1w18s+s5zalvxHKr1cph00hMnH1q7Iq3Te8ukpiBL8gAwYCLKKfIfyl+/stKwbpqIKBGRFtO9o3QoH8nBgmiKIGdcqkqcqC11Rt3PYbPi3gsmGz5mjcHtM2V8/wrT6/R/vuQmCsGgkpN7Y/T7wgTxuyRnmPQlhoWKc5hCGDAR5ZDB1cXq188s3obVe1qzeDRElM/UPUzMMOUsw5I8XQRRVeKIul+xw4ZTJ/bDdSePjLquJwMm/T6qWETThxteWI7jfveemnGyZXghPrgm9Hd19oT6uLc1yzCJkrxWdyTDFOwlARMzTCE87USUQ/QlC82dPpNbEhHF1ulhl7xcJy9CxR4f/cJUDIeVVZeGgqiJA6MzPD0ZMCXT4U78fXt52S7N5ZneG/P29Segsd2DwTUlcW9rNtxWnHyQuwHqu/4Vqp5o/54PmGEiyiGiE4/w/b99gZYuBk3p1NjuwRdbm7J9GERJCYRLmF5fsQerdyeWee4MnxUvYUlezpIzTD6DkjwgMutIVlsa2qNkVBKXqwGT2VyjTLYVB0InDBIJlgCg3KTJhtgPuL8t0g2wl8RLkQxTL48YevmPT5Rb5JalANDlC+AtzmRKq8v/+jnOf+wTvLt2X/wbE+WI7//tcwyfOw9XP78Uc/74YUL3ERkmluTlLm1JXjDqMgBwGWQ9RIapb7kLJ/TXrtyrS7IXME0bVg0AOHxIVVRTBJ9JY4hcKvWqKNaWP4qXQpTkycN5e0uGKbLXLIdeqCxgwESUQ7z+6A/g5i7OZEqnr3a1AAAeXbgpy0dClJh1e9vw3rr9Sd9PbFBnSV7u0nbJM94r4rBHL1RdUpnekFJtaJLNDNNvzp6IF35wFJ753pFRtzXLMOVSqVdFkTZg6hPuNihK8g5I86YCvWMLU062f88GBkxEOUJRFMPWrL1lmnhP29jQnu1DIErI2r3JN3/51xc78M7aBgBAZXF00wDKDUYlefog5MQxfWM+hkO3kuvZpg/aY+1bXoQjR9SizGWP6vLqCyiGnV8zXZKXjIpibUle3wptwLS7pUu9bvuBjl4xZF40t+jl8RKbPhDlitAfk+jLWxkwZUSHh8OBKT90pjDI+vlPt6tfnzCmTzoPh9LIYtD0QZ9xuWzGMJS67DhmZC3W7WvDyD7a2UxOXcDUr6IoI8dqRB/sxCr/9AeDhlmmHIqXTDNMbl8AwaCCFTta1OsOdvpw2O3zseWuOTmVJUs3ZphCmGEiyhFydmlsfbna/ajdw4ApExIZtEiUC5INmBRFURtDPPu9I1FexAxTrrJYLGrA4DcrybNZcfGRQzCsrhSnTOiHUX3LNdePqVRwTHiA7CPfOqJHB8HKAZPTbtWUCupDo0BQieoEC+TWQrxEV75aJ5Xk7WruQpvB3+Pb/re6R44tW3JxXlY2MGAiyhHy/qU3rjsO35g2BABL8tJJXw7SW+ZoUH4TG84T5QtEynsPHVSZiUOiNBIBgwiYki1Rs1mBv10+FVvvPh1zDu2f9uOL/W9HjrXcFbtoyRcIwmfQKCGXAiaLxaJ2yrv4yCHqyYZOb8D05OXTH2/tqcPLCmaYQlIqyevo6MDdd9+Nd955Bw0NDQjqfgE2b96cloMj6k1EhzyHzQKr1aL+8WnzsK14uujbtrd0+VDisuGixxdjRF0Z7rtwcpaOjMicaGksCwYV00yC3L3LbK4M5Y7QQlSRmj7kz8JUHjpboi/H052PCgQV+A0zTJk4stQt/MmJaHX7MbyuFPe+tQ5A6KRFV4wTF39YsB5j68txWg8HrD1BtBUv5LLDRKQUMH3/+9/H+++/j29/+9vo379/r38SidKhI3z2qsQZ+rUUZ7namGFKmy5daVOb249lOw5i2fZmLNvejHsvmMTPM8o5RiV5vmAQLqvxfhGfP7Iotdv4fs51+o+cvAqYpPdXvHlf3oBi2Fo8l5o+AEBtmQu14VI80WGy0+uHO0Zp7B8WbAAAbL379MwfYA8LsiQPQIoB0xtvvIHXX38dM2bMSPfxEPVa7eEmBGXhzJKoBTdqNU6pcevmXPmCQc1cjQ5vQH3+iXKFUUmeP6DA7K0qlz3pu5hR7tEHDPk0IFR+f+nb1+tzSR5fwDBgyuWTVMWO0M/U4Q2gIxwwWSwwbNAEhCpF5H1chUBhSR6AFPcwVVdXo6amJt3HQtSrdeiGTIozw2bD/ih5+gyTLxBEQ6tb/b43tIil/GOYYYrxuSDKnhw2S04vRilEvxDNp4WpfKwue+wlpccfjCrJy/V4XjSBeH3FHlzx9y8AIOZJtf1tHtPr8pXZfLDeJqWA6Te/+Q1uvvlmdHZ2pvt4iHqtdjVgCn0YizN3ZsP+KHn6GnR/QEGD9AeuuZP7xSj3GAdM5p8LIpiy51OqohfL55I8OcMUr/yzyxudYcq1cjw9o6HPsZpbNBRgwMQ9TCEp1Z7cd9992LRpE+rr6zFs2DA4HNqWpUuXLk3LwRH1JiLDJM5e2cObtWMtjCg5+tImbyCoWYy2dDFgotxjVJIXK8MkrnNw/1JeiM4wZelAUiAHPPECPbc/EPX3LNcX4aIkT1ZWZAdaDG4MYF+L2/iKPCbO2eZ6cJtpKQVMZ599dpoPg4jUkjwnM0yZoh9W6/MHNWV6r63Ygxmj6nr6sIhMBYIK1u9ri7rcqNuY4FNL8phhygf6hWg+LUzlgEd/3PrSNbcvoOngCGi77OUi0YRJFmuu2ZYDHZk8nKzgHKaQlAKmW265Jd3HQdTriaYPakmeTczm4B6mdGj3+PHXj7ZoLvMHFU2Z3j8+246zDxuAI0fU9vThERlat7cN+1qjy3yM5tmo14mSPGaY8oJ+IZpPJXkyffBz/4WTce0/luHiI4fg5ldXwe0LRjUxyvVFeLEz+qRDrD1MmxoKL2AS52xzPRuYaSmffmpubsaTTz6JuXPnoqmpCUCoFG/Xrl1pOzii3iRSkhdu+mBlSV46/d9/VuC9dfs1l4VK8rRt299ctbcnD4sopr2tXQCiy+sSK8ljhikf6BeiZvO1cp3+uEfXl+PN64/HOYcPVC/T78fL9eCw2KBVeqyAaUdT4e3tZ1vxkJQ+TVesWIExY8bgnnvuwb333ovm5mYAwEsvvYS5c+em8/iIeg02fcis11fsibpMX5IHAKt2t+LcRz7C3wp8ejvlh4ZwdmlwdYnm8lglef4gS/LySXSGKTvH0V1m5XVF0j4g/VzBXA8OjfYB1pQ6TW/f6Su8uYmRgCm3X6tMS+nT9MYbb8Rll12GDRs2oKioSL18zpw5+OCDD9J2cES9SYc+YGJb8bRZs6fV8PJtBzrx5U7t7t3PtjRh6fZm3PLfVWrtdrKWbDuIW/+7Sg2CC9Fbq/Zi5S6Tnc+UNqLr1sDqYs3lXjZ9KBj6QCNfF6Zme68cNqt6XZtb21gn1+cM1lcWRV1WFx5qCwA/P22c5jr9CbhCwDlMISkFTJ9//jmuvPLKqMsHDhyIvXtZzkKUig6vtkueODvsZ4ap2xZvPmB4+Z3z1sS83+bG1OrRz3v0Yzz98VY8uGB9SvfPdat3t+LKZ5bgjD8tyvahFDwx16W+QrtwS6TpA9uK54eokrw8XZjGalZRFJ7RpD+JpB/1kGsqihx47ycn4mhpX2tdeSTDpM/8un25HQCmItJWPMsHkmUpfZq6XC60tkafsV2/fj369OnT7YMi6m0+WL8f874KnWwQGSabVJKXaqaDQmItLmNp7OZMjfX72rt1/1y1rQA7QeUqscDUL8xiD65lhimf6OPaHK9SMxUrYBLzjHYe7Oqpw0mb4XWlGFob+f2TM0wuuxWHD6lSv8/1ADAVQWaYAKQYMJ111lm4/fbb4fOFUqsWiwXbt2/H//3f/+G8885L6wES9QaXPvWZ+rVo+uCQ/ooyy9Q9qZbGJXM/RVHw5sq9eHThJvWyfF34xONyRN6bHn/hLRByiSjxqS1z4rVrj1XfU0YB05JtB7FwXQObPuQZfUlePrUVl8VaUIv34tN5ujfUaY/8LskBk9NuxVPfmYYbZo4BADR1eAuujJ5NH0JS+jS977770N7ejr59+6KrqwsnnHACRo0ahfLyctx5553pPkaiguT1B/HEB5uxQTdjRb+HCQCeWqRth03J6dAFPokuSL73ty8Szu4tXLcfP3x2Ce55c616WaG2YXXazDdxU3qJM9ZFDhsmDqzEoYOqAER3z/T6gzjv0Y9x2V8/x+7m0PBMthXPD/JiHMjfz41Y8Xkwz6sk5PLWProMU3WpExcfOUS97OZXV/XosWWawqYPAFKcw1RZWYn58+dj0aJFWLFiBdrb23HEEUdg5syZ6T4+ooLkDwQx+ba30eUL4KH3Nmqu05fkAcBdb6zF+VMGoVb6oHb7Ali1uwWHD67O+U5D2bSnpQtP6gLOYbUl2LQ/sbKyli4fqkrMuyIJi7dE75Mq1JdFng3W5vZrzrhSeomAqTjcacwVXpXqN8vLjU1uf201AGaY8kWxbjhqvn5u2Ap4z1yX1P2utizy98AV/r0UJYdAaJ7fXece2nMHlyGKouCx9zdjybbQ6KB8DeTTJaWASTj22GNx7LHHputYiBKiKAp8ASXqrFw+eeLDLepCqKVL2zXIGV7k6Bc7Bzu9moDp2n8sw/zV+3DbWRPwnWOGZfaA81QwqOCSJz+Nunx4XakmYBpRV2ra4CHRckiXweK0UP/AyIv1dmaYMsotAqbwAE1RDqkvhTTqBMmAKT+USG23gfwtySvkt1uHJ/L75pLWHuLrojxej5j5cmeLpmIiT9+WaZPyK/zOO+/gjDPOwMiRIzFy5EicccYZWLBgQTqPjcjQRY8vxom/f09dSOSjpdsPml43rK4UQPSHkz6wmr96HwDg+U+3p/fgCkhTpzcqkzSuXzn6lGszIkeOqDF9jETr0Y0C+EL9+yK3tNa3Cab0EnuYxCwbsUDz6DJMTZ3eqPvae/sKJ0+UOLUBU76WPsU6brOKvHwJDuWybpvVon7eDw//vbYXYLSo/2zP1/dluqT0Cj/yyCM49dRTUV5ejuuuuw7XXXcdKioqMGfOHDz88MPpPkYiVZc3gE+3NGF3ixtr97bFv0OOOtgRvbgBgM9++TW1rbg+O9HaFfnAlvfVDKvTds+iCH1Q/cMTRuK1a4/VnHl/5eoZ+MnssRjdt8zwMXz+0HP92PubcPK9C9HQ6ja8nWHAVKB/X+QMUyszTBkVVZJnD/1fX5Infz4IzDDlh+ICCZhSCX6OGVkb/0Y5QG4AZLFYsPzmWVhx62zNUN5Co9/7W8AVlwlJqSTvt7/9LR544AFcc8016mU//vGPMWPGDPz2t7/F1VdfnbYDJJLtPNipfu3K4xR4Y3t0u2qnzYq+5dFD8gQ5w/Teugb1a327YYqQZ2K47FZcNG0w7DarZkHSv7IItWUuzL/xBAz7+etRj+ENhBasd78RKk147P3NuPnM8VG3M1rk6LMAhULOunUV4GT7XBIpydNnmLQnA/QZaAAoL+pW1T31kOgMU5YOJEVWS6j19PGjEx8rc+LYPhhUXYwff210Bo8sffS/SyVO89+tclfmf++2NnbgnbUNuHj6kKiAO12aO7WfKYVaYp6olFaczc3NOPXUU6Munz17NlpaOPmdMmeHFDDd9K8vTTM1ue5Ae/Rxl7pif+i1Sunx7z79hfq1jZ2wTInFZt9yF5bdPEstd6wodgAIZYDiNSzw+rW1JGbdnvRdywCgswCnvgPa7EaXtzCDwlwQCCpoDH9WqBkmsYfJp88wRQdMlSWODB8hpYN+8Z1vGaZP5n4Nz37vSJw4NvGAacbIOtxx9qExTxLmklvOnICpQ6vx2CVTTG/zwDcmAwAGVBVn9Fjmr96HE+9diN+8thpPfrg5Y/+O/iRMvr0v0y3lOUwvv/xy1OWvvvoqzjjjjG4fFJGZRinQWL2nFTf9+8ssHk1q3L4A2sKpbvmsVWmcs1ItncZ7RRIdyjp/9T4s39Gc2EEWCHEWvshh0yxKfnTiSPxk9hjcd8FkwzISl92KgeE/evo9TGaZTaN5RF0FGjDJmbN83kuYi7Y2dqDTG/p8eG3FbvVyETCJpjD67GWrwV6yquL43R0p+6JK8vIsxVRfUYRjR9cllYH41lFD4t8ohwyuKcGLVx2DUyf2M73NkJpQtYc7w7Pprnp2ifr1aoNmL+ly1xtrNd/n2dsy7VLKG44fPx533nknFi5ciKOPPhoAsHjxYnz00Ue46aab8Mc//lG97Y9//OP0HCkRQmdcZe+ubTC5Ze7a1RyadF7qtGF4XSlW7AxlZWvjZDoa2kJlfH7dAl7/vZGdBztxxd9DWalNv52TNxttu0uU5BU5tEFOkcOGa042LwUJKpEujN5AUBMMmXVnlBewj10yBT98dom68C00ctOHTC8OepOvdrbgzIcW4ZD+FXjjuuPw6nIpYBIleeHAKZGSvCpmmPJCcQHvgxHkv9xzDu0Xs6QtX4n9heJE2YZ9bXhx6U5cdcLIhEZTJEru3Dq4JjMl+UYnwnp7himld+xf/vIXVFdXY/Xq1Vi9erV6eVVVFf7yl7+o31ssFgZMlFb6gCkfbW8KlRUOrilRzxYDQG1p7A/UPS2hQKtdtxHTl8BzcrAjspjavL8do+vLEz7efOb2aTuMJSoQVOAIlzr6/EHNYtQs2BQlUledOBL9K0NlJoWaYZJL8twF+jNmw+tf7QEQaRE+oq4U74avKy8KBT8iw6lv+qD/XACAagZMeUG/h6nQ3XXupGwfQkaIkxri784pf/gAQQVoaPXggW8clpZ/Qx/I9C3PzAw8o79dvTxeSi1g2rIlNASysbERAFBXV5e+IyKKwWj/SDCo5FUJw45wwDS0tgQrd0XS6fGyEbuaQ93Z2nRdyRLJMMlZgFW7Wws6YFIUBdf+YxkURcFpE/sDAIrsiS1ISpw2dHoDOKR/hfrHwRsI4oH569XbdJmUoKnlf3abugDqLNByNU3AVKCNLbJBzgj5AkF0hBctN8wco15u1lZcv6cp9HgsycsHJ4/rizteX5Ptw8go+U93ZXFhBvLixJyobBDnMr9MYym8qBQRzNq1d5dR5UAhnLDujqT3MDU3N+Pqq69GXV0d6uvrUV9fj7q6OlxzzTVobm7OwCESRRj9wu5rM27znKv2toSOt39lMfzByCJHzgIZ3y+UYYoOmOJ/iMntQZvytFFGog52+vC/L3fjtRV71Gyey5HYR91LPzoG5x4+EI9+a4raktmryzCZZVTEAtblsKpnGntD0wfuYUofuTRrb4tbPYkiN4QRZT+fbD6AlbsiTZaMOjIeMaQ6U4dKaTSiTxkevOiwbB9GRl12zFAAwElJNIbIN+L31xsIatYq9jQ2ZvpwQ6Pm+0CGIiYR9JVK2c+DJvuoe4ukMkxNTU04+uijsWvXLnzrW9/CIYccAgBYvXo1nn76abzzzjv4+OOPUV3ND2nKDKOAaWNDO/pXZrYrTTodDA+YrCl14u5zJ+Hypz8HAPzklLFRt11w4/FYuG4/7nh9jXq2OZWSPHnhbrTXoZDIm99X7Q4tKBMtyRvXrwL3h0snRMDkCyia9uRmQZAaMNmtan2+1x/6w1loe8Y0bcW9AQSDCoKKUpDDG3uS/N7a1dylnuiQG8KIPXTbDnTijD8tUvck6vc0Oe1W0/12lHvsBT7k5qoTR2HqsBpMHlSV7UPJGHmvrHwiyZbG17bYYUOXL6D+P1NZH3mcQWWxA7tb3KazCnuLpAKm22+/HU6nE5s2bUJ9fX3UdbNnz8btt9+OBx54IK0HKXv44Yfx+9//Hnv37sXkyZPxpz/9CdOnT8/Yv0e5xejD4cMNjTguifkP2SZaiteUOnHSuL7YcOdp2NfqxiCDeUqj+pajqsSJO15fA68/iMWbD0QNk/MlUBLVmwIm+SzYaytCe0JSGS4oSp98gaCmXNKozE5RFKwKn+13SSV5QKjUUuw/KRRy04d/L9mJfy/ZCafNioHVxdjS2IGnLpuKk8fVx3gEMiK/zy56fLH6tfx+0ndpbO3yobrUGZVhqiiw91yhK/RzDTarBUeNyI8htamSS7/lgMmRxgyT2JYwbXgNPli/P+MBk8tuw8PfOgKb97fjjEkDMvJv5YukfkVfeeUV3HvvvVHBEgD069cPv/vd7wzbjafLCy+8gBtvvBG33HILli5dismTJ+OUU05BQ0P+dUqj1Bilnzfvb8/CkaROlMTVhJs8OGxWw2BJkBf7Fz2+GB9vOqC5Xi7rMyMvxJ7+eCteXLIzqWPOF4oSPWwPAIpSONMul+TJAacoyVMUBXNfWoEZd7+Lr93/PjY3dgAApgyt1ixq9a9XITAq//IGgtgSfg7kOWGUuA6PcfayTMow6YP/n774JVbsbI5qAlHBobV5ZXz/ymwfAnWT1WpRs7ryXld7mioMvP6g+tkr9oH5MxYwRTrMHja4CuceMajXZ6yT+un37NmDCRMmmF4/ceJE7N27t9sHZeb+++/HFVdcgcsvvxzjx4/HY489hpKSEjz11FMZ+zcptwQNPhzcBpudc1lTpzZgike/2H9vXegEgUj/Gw1M1dMvxH6Sh/Or4nn6k234xRc2vLFqX9R1iT7XMnFW0BvQBkziD+GaPW34x2c7sKu5C5v3hwKF6cNrMLZfuWYeyZXPLEGh0S/OjejnV1F8Zo1f5L1N+lbhC9Y04KyHPoq6z5DazLQbpswYUluCV66egQ9/dlK2D4W6odih7ZQHIG2lynJ1SWVx6ISI0ZooHdzSDEMKSeoUVF1dHbZu3YpBgwYZXr9lyxbU1NSk5cD0vF4vlixZgrlz56qXWa1WzJw5E5988onhfTweDzwej/p9a2uoI5nP54PPl92yJPHvZ/s48o3XcDioP2PPY7pfpza3X+2SV1diT+lxxeJ8aE0J1u1rh88fiPk4waCCe95cG3V5Ib33vP4g7py3DoAFLy/bHXX9iLripH9ecVbQ7fWhU/pD5Q0/380d0c1GDh1QbvjvFNJzDQCeBBo97DzQjkHV0XsL+dlnrs1g+CwAVLis6vNV6Yq9gLnv/EPx3Gc7cNsZ47r1HPN16nkT+pUCSO455+uUW4rsVrQAOCA1o7JZtOvOVF+rgx2hxk9FDiscVjH2Ivbf/1R1dIVO7Lrs1oJ/byX68yUVMJ1yyin45S9/ifnz58Pp1J6x9Xg8+PWvf41TTz01mYdMWGNjIwKBQFQ5YH19PdaujV4MAsBdd92F2267Leryt99+GyUluXH2bf78+dk+hLyybocV+sRow4GDmDdvXkb/3XS9TiubLPAFbOhTpGDl4oVYlXCmPvpX1eltBWDFvv0HYv7861ssAKIXWZl+znpSsweI9XG2f8OXmLcnuaxaw97Qe23FytVo6bACCL1Y+8PvN6PntXnXZsybtyn8Xeh4nFaloJ5rAFi5zQbxfJj5z5sLMbrS/OwnP/uibTH4fAOATUs/hHhXNcV4r1ugwLZzGb4zEFj+8XtYnoZj4uuUH/g65YaAL/TZ+Nb7n0D8fWg60Kj5G5Dqa7WrAwDscCCAbVu2ALBiw8ZNmOff0N3DjvLF/tDft/aWpoL7+6XX2dmZ0O2SbvowdepUjB49GldffTXGjRsHRVGwZs0aPPLII/B4PHjmmWdSOuBMmDt3Lm688Ub1+9bWVgwePBizZ89GRUVFFo8sFNHOnz8fs2bNgsPBzbmJWrtgA7Bzi+YyV0kZ5syZkZF/L92vk2/5bmDdSowZWIfTT5+S8P2u++TtqMvGjRiMr5bsQkVVFebMOdL0vvs+3gasXhd1+XEnz8r7ZgTbmjrh8wexek8bsPQrzXWTBlZgfUM7jhtVhx9cMFlTJpeIj19djc/378SwUWPg270FQKjErKyiAnPmHI2yDY3A6qWa+5xw5OE4bWI/AEDtIU245Kkv4A1asLl4LK45aWTqP2gOeXnZbuz5ZGXc29UMn4A5Rw2Jupyffeb+uvNToLlFc9kxI2owZ85U9Xu3L4Dblr5jeP8ihw2nn35KWo6Fr1N+4OuUWx7Z/DEa3e0YOnYisD40W6uiuhZz5kzr9mu1aOMBYMUS1FWUYvSoery7ZwuGDh+OOadFd9jtrvYvdgIbV2Ngv76YM+eItD9+LhHVZ/EkFTANGjQIn3zyCX70ox9h7ty5UMIb8C0WC2bNmoWHHnoIgwcPTv5oE1BXVwebzYZ9+7T7E/bt24d+/foZ3sflcsHlip6C7HA4cuaDJZeOJS9Yos++egLBjD+H6Xqd/Epo0V7stHX78cRQyoCCmI/l9od+Ty+aNhj//HyHevl3/74Mr1ydmUAz01rdPizddhA/+PsSTcc22TlHDMIFUwdrNswnQzy/bZ6AZs+OPxB6vo26iw+sKVVfi6F1keHAD767CTfMHpfSceSaO+YZZ/QFp80KbyCIVXvaY74v+dkXrSk8i+3Ocybily+HgtLB0nsKiP277nJ0/3NFj69TfuDrlBuKwyMlDnbJZdzBqN/hVF6rJdtDJ1MmD66CI9yRT4El6cfadqAD6/a2Ydb4etMTiWJreImz8N9Xif58Se9EGz58ON544w00NjZi8eLFWLx4Mfbv348333wTo0aNSvpAE+V0OjFlyhS8807kzFowGMQ777yDo48+OmP/LuUWow2ORhPuc1VkVk/3N1KKLjnxmj50hDeS6wOH5Tua83Zj/pV/X4LL/vq5abAEANUlzpSDJQCoCD+/Da0ezeW+cFdC/TwsAOgnzQPTb84vFHL3pwcvOgzXfW00Zh4SKZX+3fmTAAB7woOWKTE//88KddDy0SNq8ci3jsDxY/rgp6cmfvZY33KciHqWaMa0vy3ydyNdjak2NLQBAA4bXKXO9kulrfh1/1yOHzyzBH9ZtMX0Nst2NANIrWFSoUr507W6uhrTp0/H9OnTM9boQe/GG2/EE088gb/97W9Ys2YNrrrqKnR0dODyyy/vkX+fss/ow8GdwAb0XCGGS6ZjYaO2FY0T9MjDL1+79ljNdXtbohsX5INPNhu36q5yRt4fFcXda6tcHm7LrF/4iyBTHzCdMqEeA6siAVOpU/vvZ6qbUU+TA/SaUidumDUGpVIjAvG86eeFkTlFUTTZ39oyF+Yc2h9//+501JVFV0mYSceJGCJKneiS19geCZg6fen5LBTdWsuLHGrAlEpb8eXhYOiO19dg1v3v4763tSX7iqLg3TWhbrxnHz6wG0dcWPLqdNQ3vvEN3Hvvvbj55ptx2GGHYfny5XjzzTcN50JRYTKaw+ROoMVxrhDZMJej+796FQnOYegMtxQvddk0C3oA2N1cOFmAwdXF+MmkSPBc4uxewCQGf+7TZZj8AQU7mjpx2/9Way5/7BLtnjSrbvaG0eyifOcMt8udNT70GTykpgSl4axeGwOmhEUPnU38vfvkpZH9TUGDz0ci6jmiDfdb0niL1q70fBZ2hQOmEqdNDZhSOREnz1Pa0NCOP727UXP9zoNdaPP44bRZMWkQ54MJeTfZ7pprrsE111yT7cOgLDHKMHn9QSiKkvSm/mwQJWTpOBMsFvTxyupEJqTEaVcXs8Le1vzMMBm55qQRKNrzJR644FCs2deB6cO6l/kWmZJ9uufIFwji1v+uirp9vPdfly+AYmdhZQAc4T+8cyb2x7Pfc2L8gAo1CGeGKXFyWfHXxvVN6rNs5vjICcNizkwhyiqj38FWty+l0jk9kWEqlgKmVDJMFUUOTQZMb/2+UOnfyL5l6gB3yrMME5HZh84vXl6JVpMZJrkksocpuV+9V66egfOO0M4/ExmmeJkL8SFb5rLDabfiN1+PDJ8+0O5N6jhy2fC60AyTMyb1xy/mHBKV4UmWWQbPF1Cwry35QLMrj0pHEyUyTFarBceOrkNNaWTfmH5YMpnzSPPlHr0kfvfMUl3gff3M0bBagDvPOTTtx0ZEiXMZBEyKYj5jLRnib0iJ0w5b+KRKKlll/Ry9IqniJRBU1P1XAyqLUj3UgsSAifKK2YfDPz7bjrvfiN29K5MSTYuLD6pkA6bDBlfh9+HN9EJdWWgzZrs7+kz+/jYPfvXKV1i6/aDa9KEkvMj69tHDcOnRQwEATR35GTAZbUQdXlua1n+jQtdyXQQCvkBQ0zUPABJJCHQZtdXLc0bvY5HFbPf4C2bfVqaJTeElTpumXMbMM98/EmPry/HM96YDAH588misvO0UTB/eM/uJiciYWZa3uTMNAZNBSd6GhjbMfWkF1u5NrDU2ALj92r9Fbl8Qn24+gGE/fx0Tb3kLGxraAQC1ZWz4IGPARHklVlp79e7EPzDSafXuVhx2+9v48/ub4t5WzTClUDpjtVpwx9kT1e/FDKUuXyCq8cMlT36KZxdvx7mPfIxl25sBQFOOJwKOA3kaMIlyL3nfULq70pXr9pFEmmwoUQFTIt348qk5SaKMFvfy89ZZgD9zJiTbDOaIIdV464bjcdzoPgBCnw3d3bNHRN1XpNufLJq2NHd1P2DqDJ/8LHJEAqaVu1rxj8924NQ/fJjQYwSCimFn3W88vhhAaD3xn6U7NcdOIQyYKK/E2q6zfEcz/rBgfc8dTNgDC9aj1e3HXQlkuFItyROOGVmrfi0vTOWObc2dXqwL1yDLqksiZ4tqwwFTU4d5HXOuCgQV9XmcPrwG8358HD76+clp/3dESZ7+e28gGPUHJ5GAqSBL8gzexy67Vf1jbpT9pGjpHDdARNmjzzDVV4SCjgMx9gwlKlKSFwmYkiWX/9pNHkOcmK5lwKTBgInyir4kr1K3qP3Dgg3YEZ5l0lPkQ/L4Yy+KxfWJlN0YGdGnDK9ePQMf/fxkOGxW9WxWm7Qw/f7fvjC8r/jgBoCa0tDX+ViSJ86yAaE/HOMHVER1/0uHUqcN8t+TWJ3L+pTH/8NSiCV5VoNaRIvFoj5XLWk4q9obiOyj/uw0EeWXIl3ANLS2BACwpbGjW4/rk07UmQVMSgL7meQGM2t/c6rhbcR6opYzmDT46Ux5RV+SZ7SXpTOLC9N4c43UtuLdmMM0eXCVGiCUuUIBoxwwfbHtoOH95AyTyE615WEGQLy+VktmB3VaLBa17BHQBuf6zoT3XjA57uNl832ZLvo/yPqui0Kk5DP/MpjZwAwTUWEo0jVkGVFXBgDYtD+1gMkfCGLd3jbN349ik4Ap1iB3QexfctgssMfpgKc/Id3bMWCivKKfw1RtsG8lHd1oErF5fzuufn4p3lvXoF4Wb6J3uhdGFWrgE/9nlrvGlYnhot78C5hEVqy6xJnxVvJy2aO8R0qUQJ592ABsvft0jKkvj/tYLV2ZzeYdaPfEbTHfXXLHwCcvnWpaiihKOfIxg5kNzDARFYYi3Um8IeEM064UZx7+7D8rcMofPsAD80PbDVx2K5w2q9olT5bIrD+3T7sG0XfclOn38fZ2/HSmvKLvuiVKy2Q9VQZ05TNL8PqKPZqsV7x9KqJdZyJ7XhJRlmCmSLTcFspFJ7M8yzBtbezAtgOhM3U9sSFV7pQnl92Js33XnDwq4cfa25K5bMvm/e2YcscC/PCZJRn7N4BQwwvhmFG1preL7JFjwJQIZpiICoO+3F78re1McS7dS0t3AQCe/ngrAODQgZWwWCyw2wwCpjgnbIHItgBxcubu8yaZ3la/j7e3Y/hIeUU/E8eoM1pPBUyi9aYsVie0lk4f1jeEmjFMHlyVlmMQrcLjBWqPf1s720Vu/Zwv1u9rw+wHPlC/T2TfUHf1rXBh9Z7Q19UlTtisFk2AnMwCN5XZTUKr24d1e9swdWi1YVbtrx9tBQC8s7Yh6rp0WLz5AL7c0YyLpg1RL4s10FCU5DUW0JyvTFK75DHDRJTX5H3W7950AnYcDGWW0lWSPWFABQDj/aPx9lAD0RmmWJ/jzDBp8dOZ8oo+w6SflQMA+1p7Zt+Ew+AMT6zAZUNDGxQFGFhVnLbFvthgKv7d9VJ3vK8fNkD9Wr/XRGSmfAEloQ/ZXLBwnTYYqOuBGREzD6lXv64ucUZ1FUpmD9W+OPvbYrn6uaW44LFP8N8vdxtev/VA9zYUx3PR44tx1xtrsWDNPvUysw5LQCRgau5kwJSIBxdsAMAME1G+kzuojuhTpp7U7ExT+btYOxh9/nr8QTTG6cYnmg+JDJPROkYoN1hf9WYMmCiviD1MF00bjHk/Pg4VxdFnQJ78cHOPHIvdGv3ro5+gLdsdXjCns6ObaGHq8QUQCCqaDIxchleiq1MulWa25EtZnv7Du38GOuPpHT6kSv26stgBp+5sXDIL3O7MvPpwQyOAyMJa72AGAxM56NnbGnoPO2yWmPvHRIDe4cl8MP7GV3uwbLtxo5N8IT7XnPbM7skjoszy60ZORAKm9HwWVoWbN1kNAqZH3tuEqXcswKvLd5neX8wwLAv/PTVr/GC1xN7f1BsxYKK8Isqhpg+vwfgBFYZnQHqq85vRmZlYTR/2toRS8/2ritJ2DHKGaUODdvaSPA9CP9TSZrWoH+Q9sajtDrcvgEcWbsTOg9p28adN7Jfxf3tknzL164CiwKZ7zeOVUE0ZWq1+3ZGG8sfNuta0z326DRf++RMc7IiUocYa7pyKdXsj76tHF4aGMxsNPpSVqu+t+D/zur1tOPeRj/Dhhv1JH9uaPa246rmlOOeRj5O+by7pDP8O/vhro7N8JETUHadMqIfVAhw5vAZA5G9vusZKiG63Rk0fxMDZW/67yvT+ogy/zBUuyTOpFCgvcmS8qVK+YYEi5RVRHyxaahqdAfEGgnD7AlHzENLNqPY3Vkne7ubQ2fn+lenLjIifsanDFzXpu1pquW4096nUZUenN4A2T27Pynl04SY8+E50ZmVQdUnG/+0ihw3j+pVj0/52TBtWE1U3rs846f3lO1Px4Dsb8NePtqYlYJK9tHQnfvnyyqjLO73+tJZSHOyMvD8S3fOmZpgSKEM5/9GP0ebx4/p/LseSX89K6tg2SvsIFUXJ2z/wkUUM/yQT5bPaMhe+uvUU9W+zemLS609oTlI81aWhz3b9yTtZVYxmDfrPGrMME/cvRWOGifKKOHsuFq5yUDTvx8dBrJd6IsskL85EtilW04fWcDOKmtL0LWZFFumx9zdFXTd1aDUunDoI1880PmutNozI8flAK3e1GF5u1CUoE165egY+/cVM1JQ6NQGT0241LIuQVZU48e2jhgIA2uIEGx0eP974ak/cWnd/IIh2jx83/utLw+vT/XqmEuiJs6qJ3Fc8L6mUrMjZtHgt/XOVPxBUu+QxYCLKf6Uuu3pSV/ydDSqAN4G23/HEyjAJRjOaBBEwlaoBk/FtjfaH93YMmCivBMOfN+IDQZ5bMqa+DGXOxOcSdZe84f/MSaEGC7EyTGJBWJzGzFesuS0uhw2/O38yrp85xvB6cRy5PlC1xGQRGS+7ky5FDpvaxED+JxNt+FDmigQPsc4w/vTFL3HVc0tx5+trNJfrm3I0tHlitqjtSHfAlMJmZfEzJ/PeMup4GY+8AMn1TKkRRVGwcX8kS2Y2CJiI8pNcDp/KZ3OFLtMj/hbFqqCRqwL0xEks0e7c7O8oM0zRGDBRXhGbo8WZfnnTvd1mVX/JM5lhUhQFf1m0RR1E960jh6gLnVhnuUUwVexM3wdRrOAr3oI+0Zbk2VZi8jPGaoeaKXKGKdGGD6IjYVCJ/VzP+2ovAOAfn23XXP6fJdoNvPta3TEHFKarG5OQSuv5knB9fDL31Y8MSIQ8QiBfmpfInlm8TS2lddqtWXlPE1Hm2KwW9W9xOk5OihNLpS7zvz9NHV7TahexNoqbYeIMpij8dKa8IkpwRIZJP5BVLE7FQs3tC6Slblj28aYD+M1rq9Xvv37YQBSr5W3mizZRKqXvWNcdsc4yxQuYivOkJK/E5A9DrLKDTNEGTIl9fBY7bBCHahZAyJkSeY+boij4xctfaW7b3OWLGTDlQkleKhmmVJpVNHdFOvj1VLOXdLr51cjm7HJml4gKkhiyvq81+dES+s96caIuXvnuxU8sNrw80iUvHDBJ3X5FowqAIyGMMGCivCIWVWIGwbC6Ujx56VT856pjAERaT7e5fdjY0I6Jt7yFX78avTG+O/RzDoodNvWsT1OHeSq80xf6oCpOZ8AU47GMGj3Iih3JL2qzIdPNO5Ihn7WLdYZPZrFYIoOCTRb1877ao349uCYSMBllLJs7vTFr4ePtlUpWKl0UxUmBdnfsMkQ5SEolYDogDcb97tOf53V7cZbjERUm8Zm+bl/0sPtYPt7UaHpyLF7AtHR7c9RliqJg+Y7Q5X3CQZzc7fcIqavr9iZtV1piwER5Rm36IGUXZo6vV9s3i5K8Vrcfj72/Cf6ggmcXb49+oG7Ql2IVOazqh4/Z0LhN+9uxclcrgDTvYYoRFMXb4yMWtZmc4ZMO6W6T3R2pli+WxZlLJP9xqpRKIeQA7dQJoTbqBzt86r6mQdXF+N15kzSPle4zg6lkmPqUu2C3WuANBLEnxsBeOfBL9nXe2NCGf36+Q/3+QIc3r9uLp2uYNRHllsHhjq63/G8NNrbGvu3BDi+C4c/CO15bY3q7ZE6wBIMK7nhtNZ78cAs2NLTDbrXglPBYDrlLXpnLjhHhqp2jRtQm/Pi9BQMmyiv6DJNeJMPkz9jQtS6fdgE5qLoEdeHFzv4244Bp7kuRsqp0luTps1VDa0vwzelDcM1Jo+K2WBYlZb9/a11KM3B6SqxhwD1NLsnTDyiMRWTJ3H7jn6WhLRJUdElZJXF7h82C2rLQZt/mLp8aaDjtVlw4bTAWz/0ajh1VB0CbdUkHo6YP5x4+MOZ9XHYbRvUNzbBatdt8hSA3tPAHk+sg9QuDluoAsHjzgaQeJ1uCugBxzqH9s3QkRJRJ06RSt50d5n+XV+9uxeG/mY+rnlsCAOpnviBng+SS8Hjl4QvW7MOTi7bgznmhAGxgdbHaBU9+zPIiO5674kjcNGsMbj5jfLwfq9dhwER5RSyqzAOmSJc8+QxMOvcxyVmCbx81FMVOW9wM0wHp8rQGTLpsVVBRcNe5h+Inp4yNe1+5k87nW3O3lMkbyJ120fL7qF9l4gOI1YDJF8BnW5pw/O/ewztr9qnXN7RG3h9yVkmU5BXZbWo72bdX7VXLNES2s19lkRqgpDtj2K7Liv3fqeNw34WT495P7C/cHW6OYkTOMHn8waR+T/e0GD/uRY8vVh8nEFRitvrPph3SIOabzxivtp8nosJy4dTBmDEqlLGJVeH8zOKtAIC3VoX+NgytDWWmXHYrrp85Gv+95lj1tvIJ0VKXHdUGXUYvefJTbGxoR7Oua96g6kjZt0Paw1TitKN/ZTGu/dpo1JYx463HgInyipphMunsInfJkwOmVDp9mRFdyGYe0he3nTUBQORMUFOHFxv2teGGF5Zjc7hdsD8QxKb9Her909klT7+/J5mT9PIGVH2zija3D6f/8UPc//a6bh1fOojg4JvTh2T5SLTuOHtiwrctDrd/7/IGcOGfP8H2pk78XMo6NkiZSY8mYAp97XLYMHFgJQBg7d42fLEtFODK+9REQBVrH10q9CV5VSWJTYAXHd98MQJeuT5fUaI3OJsdzxtf7Ym5t6oxnGX71pOLMePud3tkzECyxF6C8f0r8N1jh8fdc0hE+WtsfQUAwBOIMXC2RJtREifMrp85BtfPHIND+lcY3s9utRh22Fy0sRE3/Ws5XLrxIwOrIgGTvJZK53aBQsRPaMorfrVLnvFbt0Jq+iBr6kjfWXexUOtXWaTupSoJN1DwBxVc9PhivLxsF773ty8AAH/7ZJvm/umcH6QPmC5J4iy1vA9MPx/ileW7sWp3K/747sbuHWAaiEX0mPoy0z8YPUXOf4zoU5bw/cTrJO+BKjcJ6LsMAqYihxWnTuyHWePrAQCvr9gNQFuKUaMG7cZZzlTpA6ZEW1+LP8Sx2oXrZ0zF2i/lCwSxt8WNh97biKueW6r+Tv/zB0dF3XbG3e+iqcOLxZubcKDDiy9yMIMq2scfOaImzi2JKN+JJkHeGOeE5P2rHn8gMorEZN7i1w8bAIfNgrlzxpnuOdrd4o5ac8j7JeXP81hzHQlgWx7KK/H3MEUyTPKZ+nS2HBYZplIpU1TkjHzQHAgv5LY0hrJKi3T7g8TguXTQf8BdcdzwhO9759kTccafFgGIXqjKz67HH0h45lAmyPt1er6RuFaqlZ3izF2r9D4cEi63ALSlaXJnPLUkL3z/Y0bWYv7qfWrGUg6YxIDD1q40d8nz6gOmxF4FUerhN8gwrWuxYPeirThuTF/N5Z3eAMy2Gt81by2e+mhL1OVj6sujLvMGgvjVK5EMXjDNowXSQex3nHVIfZaPhIgyTQywjVWSJ5fr72/zwC2G3ZuU8d9/4WG457xJKHLYcNLYvhhYXYzjR/fBN6WW4sUOW1Tmvqo4sgaR11K51JE2FzFgorziC2jnMOlpAibpQyKVoZhmOtR5SpFfH6fNCqslNJxUT94rdMfZE9M6P0hOoU8fXqPpeBPPxIGVuOvcQzH3pa+iypvkAGpPsxvDdPOuepJX2q+TQCVYThLt33dI3fDkgFsuW9NkmPyRDBMAjNUFB3LAVK6bQZYu+vdGshkmn0FzjEdW24DV69Gkq603a3GvKIphsASEAsWnL5+G1XtacdrE/jjp3oUAIoOAgfQ3wkgH8fmUzjEDRJSb1AxTjIBJPnF2ziMfqydVzAIZm9UCmzV0XVWJE/936rio6ppQwKT9R6uk/U42BkwJY/6N8kogTtMHkdJu6vBqAqZAkh24YjEaQGuxWAzrf1s6fepeBSD907PlD7hEB6nKxM8gB0ivLNuFu95Yq36/bl9bN46w+zQZpnwNmMIZuvXScykHSdoMU+j99cH6/bjymSWa+8vdlgDtHqZyk3LU7tIHYIkGTOJ2sbrffbC+UfN9p8ng5waT7pNAqC3uiWP74kcnjsLwulJ8devsqMzrfpNmLNkkv6+JqLCpGSaTj8NAUNEMHZc77iYTyOirQVwOa9Q8P7n0z2Kx4JQJ9Zg8qBKTB1Um/O/0RvykprziV5s+GL91h9aGMiFbGjs0Hz7JtICOR3Rt05cmGZ0pvvV/qzTfG5UndYccpFlTiCbEfCB5oXr9C8s1t7n1v6uizlD1JPFvO21WWLJclKcgtfeReK8sXBcpz5SznnLA1OUNQFEUXPrUZ+rl4r3lsFlx+qRI+2n5j2MmMky+QDBqSK5ZwxU98TPrf/fkrnVbDnRorjPLMJm16zdSXuTA7WdN1ATXu2J06ssWfadDIipc4uSk16DpQzCo4Iw/LcJ989cb3jeZZgz6dcmKnS1RnUr1a4U/f3sqXrl6RlIVKr0Rnx3KK/H2MA2pKYHDZkGXL6BZjKWzJE8EPfoPF6OzQC8v26X5Xr/47C45SEtln4Y46xVrkb2nxY3dzebDRwHg6Y+24NQ/fKDpvJcuYv9ZOtuxpyrVrTDbDkRPTZczTJ6AtnxUf0ZQXlSXSO8zp27oIKDdJ9VdRk0YEm1aYle75GmfNLlEVf/7YBYwmbXrN3PhtMH4+Ocn48GLDgMALFi9L62jBbpjR1MnVu5qkUpN+WeYqNCJv19GGaamTi/W7DGfV5dMhsmog+nz4QYzwqCa4qjbJNL5tLfjJzXllUiXPONfbofNqs7H2ZaxgEkJ/1vaY0jkzP6M8HDRdJEXW4EUfsZIhil2BsmsVEq49X+rsXZvG55aZLzPJFX+QFANNobXleZtSZ5RICkWzIqiRLXebu7S7rmRS8zkdvmTB1epX4uSPK8/mLaMoNF7OuGSPKvokqf72TrNSwY7vX5sP9CJnQe1AaZZl8tYrd37VxbjtIn94bBZ0NDmwe6W9AfzqTjud+/hjD8tUveqMWAiKnwi6DH6Uxuvi293232Lk44TBlTggW9Mxrh+2e02m6/4SU15Rc3uxGicID5cWroiC7N0lsL51CyX9tcn1kLwX1cejY9+fjIG15SY3iYV8lmhVIJCMZ9BlAe1mPwMsYZ/yov9RBfTidre1AlvIIgihxUDq4pxzuEDAQDj+kV3RusJqYbdsyf0i7pMvF7+oBKVudq8X1uqJjeIkAP1UydGHrdMblOepiyTUbOEREvyjDJMXn8Q767bb3YX7GruwvG/fw8z738fQen9bHQcy2+eFbeNvtNuxYi6UPv3dXvNz+D2FKMsF/cwERU+8blt9Ge6MU7JcUVxevqzHT+mD845fFBaHqs34ic15Y1gUFE/bGJ1mhMBk1zWlJmSvMTTHcPrSjXD4jLBaNJ3PKK8SmQ73l23T3O9mNcQKwMl2qcDQFlRehtvbmwIDf8d2acMVqsFlx49DM98bzpeuPLotP47mXbd10ZHXSYCTbksrS48S2mrbm9PufS8yreXN+/arBaUhss+0tVGX+wdqpOmvidekif2MEWO97fz1uAP75jP9vrPkp0AQr+7Xul+RiV5+iGPZkbVhwImfRCaDUaDebmHiajwiROsRtup4zWlGVydnhOtzGZ3D589yhsB6exsrM2JLoP0dSrlamZ8atOHxH59pgyt1gyKS7cHLzoMw2pL8I1pg5O+rzi7LUq45IX2xUcOwaDqUJDXFSNgkrsAdqa5pfWGcMA0qm9o0WuzWnDc6D6aQCEfGDUEEYGPNmAKvU/0m3RFuR2gPRGgP3FQlubGD6I73cCqIvWyhJs+iDlM0u/e0x9vjXmfTVJQI//OisvPO2IQyl123HLm+ISOAQD6hn/3DqRxeHWqjF4XZpiICp89RoYp1tiDcw4fqBky3x1sG949/KSmvCEvoGKV5Bl9KOj3iHSHKDHSH8O54XIxve8dm/gw2VR8/bCBWPjTk3DyuOQHYIozTr6AgmBQUTNJ5x4xEL8951B1o2pXjJK8lbta1K9fXr7L9HapENmrUX3K0vq4KUtj3wARSIj3ptUSmY/x8HubNLeVM0zuGPuTRFner15ZmZZjbGgL7fsZIGVHE+3GGJnDZPy799PZkazbsQZ7++RAa2NDqB37eUcMxJe3zMblMxL/nRJB6IEcaC2uL5W0Wy1pnctGRLkpVobJbI/wI986AneeY75PM1ly2TYljwET5Q15ARVrkVFkcMb2/vnr8fnWJsPbN7S6sbUx8XIdsYldn2G65/xJhrevyuFsiHx22xsIqgGT2DNT7IjfFEIul9rR1IV1e9M3t6m5M3TmrS6DGbpkpNpW3IgIJDzSPB6z97Vc6ij25BjZHh6Mu3xHc1r27YmSPDlgSnR5L7LAZi39R/Utw7Unj0K5y45bz4rOGIkTJIqiYOfBUMZtaF1p0mdba0tDpXu5MLxWn2FiiQxR7yBOIBl9HJqdkDx0YKXayTYZZlnrfKvMyDX8tKa8EQgklmEyKn/adqATPwwPAX34vY04+d6F6mJw+m/fwYn3LozbqUYQC0B9aZLDZsXFRw5BdYlD3YsCAMPqShN63GyQP1g9/qBaUicyS+K5jFWSJzfXACLlZK1pGKAqSgTL07w3Khf4REmeVOJ5w8wxhretkH7+K44fjiuOG47/XBV7H1dTZ/cDhAaDgClRokvezuZQEKfv3DdtaDVumj0Wy2+ZjVF9yzHzEG2GVAR8bR6/erJEBD/JqAnfpzEHSvL0bdpZjkfUO4g1i1FJXpfX+OSW0VomEVOHVhteXsGAqVv4aU15Y7U0pyB2hsn4Q0bsYfj9W+uwubEDD7+3UVPmJxoMxBNrD9NvzzkUX/xqFqYNqwEAjKgrTWmx2VPkDfxefxCd4TNd4qyWmPkTqyRP3x3QH1Tw0tKdmHTr2/jrR91rMy7OyBdiKcHuFjc272/XzOMZWG38XpEzfCVOO355+nhMGVoTdTu5I11jW/cDhP0Ge5gSbVIgMkwrd7Vi3d42zQmJ84YF1CBY/C7//vxJ+M9Vx6jvSREkNXeE3l9FDmtKNfi14ZMXTR3ZL8nr0JXeHIzRWZOICof4PEwmw5RqRuj+Cw/DRdMG4/krjkzL41FI4a1CqCB1ePz45hOL1e9jDVmTZ9bE0u7xx50vZEQs5PRzmASb1YK7z5uEqcNqcPSI2qQfvydZLBY47VZ4/UG0un1qJqk7GaaWLh9+8u8vAQC3/W91UvtN9ETAlCsZpnTPPj35vvdxzMjQe8Rps6Kq2DiDMsXkjGEsyQ57NSICpvqKItw0awxaunwYUptYxyb59+O1Fbsxe3yoBXrfcheO7x9dAltd6sSUUifsNgu8gUhJ3sFwpqw6wa54ehXhhhnp6hzYHe0e7e8Rty8R9Q4i424UMOnHdtxz3qGYNb5fymM6+lUW4e7zJkXtH2XA1D25sQohikO/KI8l0bPQXn8QHdICJtE9H2pJntX8w6yy2JHxZg/pIjIc33riU0waVAkgEiiVukL//2TzAdP7i9lNRQ4r3L5gUq9VPGKRW+bKjQ/6NMdLAICPN4WeW6fdGhXs//CEkbhg6iAMrU2srHNEn1K1ffb+OLM94vEFgmrTh74VRbjWoDV6LPLvh8tuVQO4UFmd+Z5BmzrwVhswJdpGXE+UobS5/VAUJasT7eWSvHKXHRdMTb6zJRHlH/G5psCimTEHRJ+QHNmnTC0l7g59wMWAqXtYkkd5wWzjuJGkAiYpw9QRI4si86Uwhykf7G11q6UBIlASZ/WXbDuIh97dEHWfQFBBW3gReNLYvgCA1jQGTO0FuIepwuRnKXLYQhk/6Y/c9TNHY2QSHQKfuHSq+rVolJCqdXvb4AsoqCiyo39FUfw7xOCUAiZ5f58RUevvDwTxk39/iZ+9uAJAanPGgEiGKSB1gTTiDwTxzccX44LHPta0ek8nETB9/bAB+Oq2U3BzEu3RiSh/yaNQ9HMh9SV56QiWjJj97aHEMGCivKDfMJ4qRaqp8gWCmjO++g3ZZiIleYX36yMWlKI7nlwGde/b6w1uH3nOxGDedGWYPP6A2hAh3QNxU6V0oybvue8fiSOH1+DP355qeL14ruXOacnu2RnZpww/PWUsAOCBBeu7NX9s1e5Qu/hJg6pSmgMin4ywW61oDHepi9e4wRbOTG1oaMeLS3aqjSdqy1LrlFjksKpBWKxGJO+t249PNh/A51sP4t21+0xv1x2ixLS0APfkEZE5uURZdNoV9AFTbWn6usK+cd1x+MWccXj3phNizq+k+PjsUV7wJHHGd9Z483lE8gLSG9CW5CU67FPNMBXgBgQRNLrCpWHxznSJD3qLJbQHBTCfKZEseWZNaQqtVXPNjFF1eOHKo3HY4CrD60W5RHeHFA6XujIu3X4w5ccRAU7/ytSyS/IJiNtfW41XloVmdNUmmGHSl6kMSPE4LBaLWpbX2mX+3ly/L9IOf82e6Nb4//p8B779l0/R1o3ujx0F3MSEiMzJjar0J7L0e5gqitP3+XBI/wr84PiRGJErswzzGAMmygvJZJgmDqzEPecdanidHCB5/LEzTK1uH777tyV4dqNVs3lSlAcWYoZpb2toz4pYtFbqyqD0m0g9vtD3xQ6bVEqVelZDURQ8MH89Hl24KXI23mnLmeGe6djDVOy04favT4i6XAyt7W4gPkMaAtudxf2GcABRlWIpnD47ti78eHEDpvCZWP2A3lQDNyBSihLr+ZBPyhgNB/7Zf1bgww2NePyDzSkfh2j6wICJqHdxSHs6fYHYe5iyuc+SzBXeio8KUjIZJiBS1qPX5oksmIJBJeYepic/2IwPNx7A5/ut+PV/V2POgx9i5a6Wgt3DBERahIsN+yW6ORD64Z8iw1TksEUGlXajDGz+6n148J0NuOfNtdgcHiacK+V4QPq65F169DBs+u0cTdtXERR2N8NUWezAtGGhrnpuX2p7cXY0deKV5bsBpN5s4ZzDBxpeXhen3EQtn9Nlg/pVpt6eX5Tz7TjYGXVdMKhg7ktf4bGFm9TLPDGetwPdmOfUwZI8ol7JarVAxEH6DJO8t/Lswwb05GFREhgwUV5IPmAyvlxuLewLKtjaGFlAdelKyT7c2Kh+/Z+lu7F6Tysuf/pzNSCI1SUv34l667H15bj4yCHq5fpW1V3qniebeh95w3yy2ZI3V+1Vv/5sSxMAoLyoMDv72KwWHDMykg3a3hR6L9rScHZRZHd+89pq7G1xJ33/eV/tUb/uTobp+pnRnfXiZZhE4KjPBh07us7o5gk5YkgVgMh7SrZ0+0H847Pt6n45ILpERqbvcJUojz+AReHPlDJXagMpiSh/2XUdQAWxt/JXpx+C+y48rKcPixJUuCs+KiixzvgamTW+H/oZdPaSh2d6fAG8/tVu9Xu52swfCGLlrpao+8utms3mMOUb/XA7ILJotVgs+O05h2Jcv3IAkRbPglhYuhxWNYBskm6TTNliQ6sbLy3dpX7/aPiMf6GXL11yVCgg/f5xIwDEHsqcKDFcdk+LG1c9tyTp+1dLe9dizeCKR5+hdNmtmBxuXW9GvI/kkxsWS/feB4f0rwAA7GiK7hyoH7wMxA6YUs2g3vf2evXzhxkmot5H/D2US9sDQUX9rPv6YQNzpvycojFgorwg9jBZLMCi/zsp7u3LXHYs+r+T1LlCwree/FT9ek+LG+v3tavfB6V6q6ZOb1SdsV6hdJw5ZmRdVBZBH+iUq3tAtFk4UZIn72GSg9IuXwDvr9+fUHe5jzY1Gl5eSC3Fjdx21kQsnvs1nDCmD4D0BEzyPKdl25uTvr8cJE0aVJXycZTomnU8funUuLNAbAYd7brb9EMEW3Jjl62NHXjig834yuDESKxSxlQzTHJTicHViQ3/JaLCIT7b5JI8OZPOOUm5rTBWfFTwREneiWP6YFCCiw27zRpzJpC+/bX8IdaUwD6FQuqSF9AFh/pFuyiLkz/c97W61c5noT1Mofsc0JXtfeepz/DhBuNgSCYG4B47Slt6lc5BuLnIZrWgn9TQID0BU/dKvsRz3r+yCNOH16T8OCeN66tmlB66+HA1KIxFvI/k3119pipZYh+c3Njld2+txZ3z1uDBd6Lni+nb/MoCKW5k6ww3fPjB8SOiTuQQUeEzaowkPmuLHTY47VyS57LCPnVLBWNTQygTJEqNEpVM+Yy8ENI3N9CrKXVq5uXkO/3zpC83FF3G5I34cx78UN0AXyw1fThoUOL00cZGHB9nsdwc/sMxpLYE51YMVMvzNja0x7pbwZk0qBJbwg0vUiVnmFIhgpWzJndvA/LAqmK8es2xSd3Hru5hirzX4r134hEZpg0N7fjX5ztw4bTBmvJaPX1JnnwyJdWSPJExO250HbtgEfVCakmeNIdJBEzMLuW+wlnxUUH7c7iVr1GXq1ge+MZhCU/NlrMsIhAYVmuczRpcXVxQix591x59Qwt9hklRFE23sCKHFY4YmZFEMh7yHw658cH9F06Oe99CcuuZE3DZMcPw2rXJBRqyIt2JhReX7Ezq/mJxX5GFP+LivSeX5N185vhuPaa8Z+hn/1kBRVHUEQN1ZU6M6FOqub1b12RGHmugz8Ymigsjot7NqCRvd3NoXyU/F3IfAybKK6t2tyZ1+2nDarDkVzMTuq02wxQ6+zy6r/Gwt7HhJgiF4tdnHKL5ProkL5xhCp/112+eL3LEnpWkn2xuRJTkVRY78MMTR6Km1ImbZo3BqRP7x/8BCkh1qRO3njUBEwemXralD1B/8u8vk7r/riz+ERfvI9Hd78dfG42KbnZKLNc1WejwBtT9TH/+9hQ88q0jNNd7dBkmuelMyhmmcMDU3Z+FiPKTUUnef78MNZ5imW7uY8BEOU9uUy26XSUjXiaob3loRkvQYA9TfYXxzJhbz4oePJrPLjlqKOqkds/RTR9Ci7ynP96KQFDBlgMdUdfr7/PYJZFF6Jsr9xp2HZSJM/BVxQ6M7FOGJb+aiWu/Ft2WmuLrTklem9uHxZtD7bePGVmbrkNKmLqHKRycG3W7TJa+K12b26fuZypzOVBfrv039CV5IoAEImeEk+ELBNU5b9nI2hFR9olSd7kkb0/4xNDJ4/pm5ZgocQyYKOd1SvOR9GeC06EuPNRSzjA1hvcw1ZQ68fWhAZwyvq9m87u++1e+s1gsmqyZPls0qDoyNHRfq1udGST87JSxmkG+Pz1lLE6d2B8/Dgc8m/Z34Iw/LVK75e1u7sLizQc0j6EvWcrFksex9aHnqLtNCDLNqAQykU6FQKh1fiCooMxlx4g+xhnWTNK/9/pXdj9g0r9ebW4/2tQhsraoLpEHO31qlvmzLU0440+L1OvW7m3VdNtLxMJ1+wGEAtmKAu/6SETGRLmx3IFX7NWsTHHeHfUcBkyU88SZWafNiuF1pXFunTyxx0muKxaLpZpSJ04eoOChbx4WVdZTaOSGGvqmD6dN7Kd+7Q8o2KZrSlBd6tQsdEUJn76kUQRFx9z9Li56fDGG/fx1rNjZDCDS9CGXa7mfuHQqzjtiEF65eka2DyUmo4A+Vuc3mfgDnq2FvX7/XH0aMkz64Lupw6tmrstdjqjrW7p8mHLHAuxo6sSFf/5Ec11QAXYmuZdy6faDAIAzJw0omHEERJQc0a2zXWpoI/YFs1Q39/GTm3Jep3QmOBOqDQImUZJXKzWMuPjI0IDRqUOrM3Ic2SYHSfpFnd1mVQNGXzCIFQbldXJJnmg6oJ+hZNSZ7IfPhAarqhmmHD7TNqS2BPddOBlj6nN7D5soM5UZdS80IpotlGfpD7i+XX9FcfoDN7E/Coh8rrx70wn46+XTNNmo4373nuH9Exk7IDsYvv1QkyYyRFT4KsOfZfKoDNF5lgFT7mPARDlPlL90pwwu1tny6vACXZNh6hAleZEPsZPH9cX/rjkWf/vu9JSPI5c5pQyT0YwpR7iNutcfVLNCA6uK1S528n2KnCJg0v4RMAqYdre4oSiKpukDdU8/gzK2gwku8kWGKVsDg2267GayowQSIfYkFTms6smBEX3KcNLYvvj5aePi3v9gR3KzwcTnSXWCHTuJqPBUhv8e3vraGjyzeBt8gaCa+S/0Ae2FgAET5bR1e9vw0xdXAOhehmnBTSeYXlddElrEBA265NWWRs7UWywWHDqoMmoDeaHQZJgMAiZx2b5WN9y+IKwW4P2fnohzjxgUvr+cYQp9rQ9UG9o8hntp3L4gvIFQiRQDpu4zCpgOJBwwZa+lOBD93nN1c6aUkbdX7QWg/f0WLj16GLbefbphh8zZ4+sBAE2diWeYGts9mL96HwCgpoQBE1FvJaonfAEFv35lpWbWHAOm3MeAiXLaRY9/og4u7U6g0lfXBUseOqvfw+T1B9UOXXKGqdA5pYDHqEW4CIh2Hgydna8rc2lK9+T7FJtkmJo6vIZ7aUSJgs1qUYeMUuqMFub7Wt0Gt4z24YZGANn7A64PmNM1IPo7Rw9Vv/5yZ6ikVO4Mqfdt6faC+KxINFsHAHNf+kr9mhkmot7Lr5vhJv7uyYPfKXfxFaKcJu+7KE1jZ7qBVZGub2KBLj7LxP4Em9WiptB7AzlDZNShTnTBEwGTPoshZ6hElzb9orulyxfVYcxutah/OCqK7DnZHS/fWK0WvHn9cfjPVUfjwqmhDOC+lsQCptdW7AEQ/ce9p/Qp02Z9nGlaSPzi9ENwx9kTNZfVlhmPDQCi94E9f8WRqAoHogeTyDB9tLFR/XpAZXGMWxJRIfMFtPMIxd+97oyBoJ7DV4nyhr71b7JG9Il02JswsBJv33A83v/pidL07dCH2U9f/DL8vQJrjGGshUY/R0lPlEqJDmH67mVyd7PicMCkb+fc6vah06PNMPmDChrDJZCFWu6YDeP6VWDK0Br1ddrXFj9gkssljxtdl7Fji6VOClRcdmvaAmiX3YYzJw3Q/lsxMkx9pKz0z08bh2NG1qE0/H7Wv4djqQpnzK48fgSGsOkDUa/1g+OGa74Xw6yZXcoPfJUob3Q3YHrkW0eg1GnDkJoS/HLOIRhTX46htaVqUCRK8kRJUm/jjFP6JAIqkYGr0pVO2TUZptBtLRYLThzbR728pcuHBqnxgwjCdoTnOqUzi0ghIlNi1HBDzyudAT3t0P4ZO6ZY6sq0AVM66TvuxWpZfkj/SCdE8dlQEg7oO01atG870IHnPt2mea5Fee83pw9J7aCJqCDou2SKPUyOXnRiNp8xYKKcVi0FSVXF3av/H9evAqtuPxUf/OwkTTmZLXwGWwzfHhC+7pzDB3br38s3TlvsD20REJllg+QMkzw49a+XTVNLoVq7/Pj5SyvU68RiXpT5Fef4QNh8VBNubJBIZze3LxIwFRsMv+0JctbHleZj0GerYv2OlzjtuPL4EaguceDs8O1ExrTLazy49rxHP8EvX16J++evBwD4A0G1BDVbTTSIKDeJBjvMMOUHvkqEQFDBs4u3qc0Vckm1tHndH8zMngq1JC9cjiTaGl9yVPSm70IWryRPDPpcvy/0PtGX28lNH+SAyWKxqK/jtgMd2Lw/MvS2Jrw43hEu88vUrK3erDrcuORAR+wMU6fXjwse+xgAYLVEDy/uKXLTh3RnmABg0qBKAMC9F0zGiD7RnfBkPz9tHJbdPFvd8yje8+0eP5Zsa0KXN5JpanP71JMJq3a3qLcT2AWLiGStasDEDFM+YMBE+Mdn2/GrV1Zi5v3vZ/tQoviCkTPeHR7js7rdZdOV5LVneQ5NtsQryROBkqAPmOQ5Vg6r9rHEIniDFJQ/873palvnV5fvBgAUO3rXc94TxHMcb9jqXz7cor7GRQ5b1ppvyJ0V09XwQfbc94/E/BuOx/lTBsW9rf45EFm3xZubcN6jn+D211ar163d2xZ1f9G0psRpi3tCgogK33dGyydZREkePxvyAV8lwqdbmrJ9CKa6vNKeion9MvJviHVMIKhAURT1rHBvC5iG1MTekK4PkPSDhPuWu3D4kCpMH14TtVdE/z0AjO1Xjlpdm2VmmNJPbYXd6cM9b67FF1uNf99X7GpRvy7KUjkeoP298+q6SqXn8R0YXV8e/4YG9O95MV8JALYd6FS/Fl30/vHZdgDRHfeIqHc6ok7B2PpQZlsETMww5YfetSIkQ0aDRHOFO7y5+o/fPBzHjMpM1y6rJZJh8viD8IXbKfe2eUCnTOiHa04ahcmDqwyvD+hKIvXBjdVqwUtXHQMg+sy80TDaulIXanVdyvRBGXVfdYkDNqsFgaCCRxduwqMLN2Hr3adH3U403gAig4ezQQ7WRBlortDvsZPbBO9p7lK/Ptjhw8J1DXj8g80AgAunDe6ZAySinCdOCrVyD1Ne6V0rQjKUq/GSoijqkNMjh9dk7N8RJXlBKbtksYQ6tgUCmSkDzEVWqwU/OWWs6fX6PWRWg5ItszKuCoN5VlarRW1IILAkL/3sNivG1pdj9Z7WmLeTp85nM8Mky0SGqTv0AX1Llw8fb2xEsdOG/yzdqV7e7vGrjR8A4NgMnewhovwjPkdEW3F2ycsPebM6ufPOO/H6669j+fLlcDqdaG5uzvYhFQwFkYWw1x+Mu5elp/gCiprVyOQCTt7D9LePtwIIZZesVgsCiY9bKXj6DJMnibP/ZuWN+gwTS/IyY8rQ6rgBk/jjDcTfz9ZTbDk2xNgoA3rpU58ZNqSRM9Sj+6ZWAkhEhUfs02xsD5XusiQvP+TGX8UEeL1eXHDBBbjqqquyfSgFxx+I/LEXKeJc0CXNOslki2OxKNvb6saf3t0IIDo4oGjJPENmJQf6PUx9uNcjI85OoEV+m9RUxSh72JNmja8HANx85visHodeVUn0aAOz7p2i8+M3pw9mu3wiUom/e1sPhDrGsiFMfsibDNNtt90GAHj66aezeyAF6IDUPau1y6cZHJlNnnDAlOkWxyLDJJckTc9gCWAhGFNfhrMPG5Dy/UfUlQKINCQQDh1Y2a3jImNHDKmKeX2nbq5QthM795w3Cdec1Gm6ny5bKosdGF5Xii2NHaa3cdmt8PiD2NEU2tM0YQDf00QUIf7uNYe7aNpZkpcX8iZgSoXH44HHI01cbw2VpPh8Pvh82c2kiH8/28fh8QexUuqO1dLhga8qNwKm1q7Qa1fssMHvz9xeomAwuu7u9jMP0bxPsv065ZrXrwk1d0jmeRleW4ItBzoxqk8pHvvW4fD5fKgs0p5ZG9e3JOXnmq9VbFefOAIPLww1IdA/R01tbt2tlYw9j4m8TuVOC8b3K83J1/KBCw7Fwws3Y/6aBsPrJw6owJLtzer3JQ5LTv4c8fD3KT/wdcof4jUqdWgDJJuFr182JfrcF3TAdNddd6mZKdnbb7+NkpLYLZR7yvz587P67688aIHHHykXeX/RImzPkXL73R0AYIdF8WPevHkZ+3e2t4f+HeGk/kEs++hdLJNuk+3XKTdEnqNUXo8fjAAODgQGlrZg1acLsQqAJxB53EtHB/D2W292+yj5Whkb6APEc/2/1+ZBrgJpdEeuAwB3W2tGf+eA/H6dTqsE5pv8+bR3NUGudl/71XLYdi4zvG0+yOfXqTfh65Q/Vq1ZCyCy7mps2Jfxz1sy19nZGf9GyHLA9POf/xz33HNPzNusWbMG48aNS+nx586dixtvvFH9vrW1FYMHD8bs2bNRUVGR0mOmi8/nw/z58zFr1iw4HNEdxHrKR6+sArBL/X7q9KMy2pEuGct3NAMrPkNVaTHmzDk+Y//Oqt2tuO+rxer3h40fgzknjgCQO69TLrjuk7fVr+fMmZOWx1QUBT/7LPSHftyEQzEngWGiZvhaxebxBfCLL94BAJw4c7amEcf6fW3Ask/U7wf2q8OcOVMychyF8jrduPhtw8uPnjQGn76zUf3+5GOPwpSh1T11WGlTKK9ToePrlD/Ea/WT84/HK/d9pF4+aOAAzJkzKYtH1ruJ6rN4show3XTTTbjsssti3mbEiBEpP77L5YLLFV1e5nA4cuaDJdvHsqfVo/k+CCvsdjt+9uIKBBXgt+dOhMuenQ3LPiWUti522jP6HLmc2seuKXNF/XvZfp1ywdSh1fhi20EcN7ouI8/FqPrKtDwuXytjdrsdFktojIAfFs1z5Fe0pZGlrsw/h/n+Ov318mm4/K+fR13ep6JI/dputWBEfUVe/5z5/jr1Fnyd8kd9VSmuPGEE/vx+qETaYrXytcuiRJ/7rAZMffr0QZ8+fbJ5CL3aw+9txIcbGjWXXfuPZfjujOH495LQTJGtBzrw4g+PNp2vk0liaG2mO0zZdBsuKwyGrBLw2Len4NXlu3FuAh3XkvG/a47FhoY2NtrIMIvFgmKHDZ3eANxebUt4fYt4dnWLr9qgY97UodWamWPHjKpD3/KiqNsRUe82rl9k78P+qD2klIvyppfh9u3bsXz5cmzfvh2BQADLly/H8uXL0d7enu1Dy1u/f2ud+rVoc9nS5cMDCyIDF5dsO4jXVuzp8WMDgK7woq4owxkufQvlSgZMhurKXPjescNRXRq9UOyOQwdV4twjUi/Fo8SJ9vxyy34gcnJCMJo3RFpGLfCf+d6Rms+PITXFPXlIRJQnzpgU6TLb2pW5plaUPnnT9OHmm2/G3/72N/X7ww8/HADw3nvv4cQTT8zSURWOQTUlmvbisleW7cKZk1NvIZ0sty+Ai59YrLbuLcrw4k3f0nPSoKqM/ntE2VKUQMDksFnwg+NG9uhx5aOBVcW4YMogNRt/3hGDUOy0aTLU/SsZMBFRNHn2UpuHHfLyQd5kmJ5++mkoihL1H4Ol1Hj82gVTdYl5VkW/uMq0RRsasXR7Mw6GZxQUOzL7NpVL8maPr4+aDURUKMQ8M6+uBM8d/v6oETX46tZTMKQ2N7qI5rrvHjtc/frr4blkw8MzxgBgSA2fRyKKTZ4BSbkrbzJMlF76X1BnjEnT+sVVpvmDiuZ7UUaUKWUuu+HXRIXGaQ/9nkcFTOGTIkUOm5qFovgO6V+Bl350DFq6fDh+TGg/bmWxAy/96BgsXLcfsyfUZ/kIiSjXMWDKD1wd9lKtXdoUsFhIGfEGIour5k4vlu1oxvGj+0Q1S0iX5k5taWCmN6DLe3Jaupgap8Ilfs99AV3TBxEwZakjZj47Ykh0y/AjhlQbXk5EJJx7+EC8tGwXrjgu9W7Q1HMYMPVSrSlmmM579GNs2t+BX58xHt+TylHSSb+XqsqgG1WmsEMeFTLxe67viie+L8pw+SsREYX89txDceG0wXk5p6034l/HXqrNnUSGSVpcbdofasTw2ordmTkwAPvbtLOhYu2vSpdHv3UEpg2rxk2zx2T83yLKFrUkL2BekkdERJlX5LDhqBG1mgYQlLuYYeql2qUM08s/OgYvLd0VdZtSpw0d3kDU2WgAsKV5LtPGhnZ856nP0L+yCFsPdGiuqyrOfIbptEP747RD+2f83yHKJme45E6/h6nTy4CJiIjIDMPaXkoskI4bXYfDh1QbZphEeZr+bDQQPbuou/74zgbsau7CF9sOorFdX5LHMjmidBAlefqASWw6Li/iOTQiIiI9Bky9VGe4BEcMqDQKf8TEeqMuedY0v3P2tmonXcutvXVN84goRS6Dpg/tHj+eWbwNAAMmIiIiIwyYeqkub+iMcokztEDSl8EBkcWTYcCU5gxTua6d96i+ZRhUHRr6yA2RROlh1Fb80YUb1a/Li5jNJSIi0uPpxF6qyxtaMImW3cXO6LeCKMnr8gWwencrDulfrl6X7pbi7R5t175B1cX462XT0O7xo0+5K63/FlFvpQ6ulTJMWxojJ0uYYSIiIorGDFMv0Ob2YcO+Ns1lnb5whim8yfuns8fitIn9NPuF5Cn1c/74IV74fIf6vSXNGSZ9wNS3vAilLjvqK4rS+u8Q9WYiwyQ3cimRTpYww0RERBSNAVMv8PWHPsKsBz7Alzua1cu6vNo9TENqS/DoJVPwnaOHqbeRM0oA8NB7kdKddM+s7dAFTHVlPTd7iai3cNqiu+TJDV8yNIuaiIgorzFg6gU2h0tu/vtlZHaS6JKnL8U7YWwf9euJAys114n7AOnfw6TPMLnY3pgo7fR7mJ75ZCue/3S7en1tKctfiYiI9Bgw9SKd3khQIjJMxQ7tW+CIIdV48tKpuP3rEzC+f4XmOjmoyXTARETpJwKmpz7aAgD49aur1OuG1ZZg/IAKw/sRERH1Ztzh24tsbexUv+7UdcmTzRxfr37ttFvVs9FyGU86S3f2trjh9oUe++gRtVi1uwWnc4gsUdo1tnvUr/VlsD88YWRPHw4REVFeYMBU4PxSN6xPNh9AS5cPlcUOHOz0AYh0wjNTUWSPGiQLpLdL3vvrGwCE2oc/9/0j4Q0EUcSSPKK0O+PQ/moJnkc3LoANH4iIiIyxJK+ABYIKznroI81lS7cdBADsbwudae5bEXvPgn4fk5DOkrw1e0Id/EbUlcJqtTBYIsqQY0bVqV/Lw2sBoIwtxYmIiAwxYCpg6/a2YfWeVs1ly3c044XPt2NXcxcAoE9ZnIBpgEnAlKYM0+rdrXj6460AgFIXF2xEmVbsiO6UBwBl/P0jIiIyxL+QBUyBEnVZQ5sbD76zQf2+Lk7AVG+SgUpXRd6ry3epX4shukSUOQ6bBV2+6AwTh9YSEREZY4apgLl9gajL/vHZDs338YKUGpM2w+kqyZObTpQyYCLKONEpzxfQnlBhhomIiMgYA6YC1tTh6/ZjmJ11TtcWphIpSNLPhCKi9HPYtLOYBO5hIiIiMsaAqYBd8fcvYl6fSKc7s31FSnS1X0pKXJGASZz5JqLMUQMmXUleKU9YEBERGeIKtUApCUQ0T18+Le5tJg6swJCakqjL/cH0RExyhimYpsckInMOW+hEiX4PUzpHBRARERUSBkwFSn/2+K5zD426zXGj+8R9HJfdhnduOiHq8nQFNxZEFmnpCsKIyJzTHjpJoQ+YiIiIyBgDpgLV5dU2fDh5XF/N9/YkziaLEh6ZP5iexVZACpKYYSLKPKeUYSoPl9xefdLIbB4SERFRTmPAVKA6pYDpvCMGoW+5ttvd3787PanHmz2+XvN9uk5OB6TSwdMn9U/PgxKRqUjTB0XN6l40bUg2D4mIiCinMWAqUHLAdPvXJ8Bisagzle44eyKOGVWX1ON9/7gRmu8Dac4wTR9egwFVxWl5TCIyJwImXyColu6y4QoREZE5tkUqUKIkr19Fkdrp7r/XHIvFmw9gzqHJZ3KKHNoFVSBN1XMiYKoucaTnAYkoJkc4OHL7Aurvn1HZLREREYUwYCpQnV4/AG0XuvqKInz9sIEpPV6xQztUNl0ZpmC4JI8duoh6htjD1O7xRy5jhomIiMgU/0oWqE5fKMMkzznqjqKogCk9KSbxONZ0TcIlophENumVZbsAAGUuO4oYMBEREZniX8kC1ekJB0yO9CQRi52ZDZiYYSLqGSJg+nJnCwDglAn9YGdJHhERkSn+lSxQoiRPH+ikKrokLz0BE0vyiHqWvvxu4sCKLB0JERFRfmDAVKC6RElemgKmdJXk6YdlirbGNpbkEfUIfYOH+oqiLB0JERFRfmDAVKBEW/F0ZZj0GSB5flKiXl62ExNueQsPvbtBvSzIkjyiHiWaPggMmIiIiGJjwFQAFEXB1c8txXX/XAYlHMiIgCldGSYAeOZ703HBlEEAAH8KfcVveOFLeP1BPLt4u3qZSDhZGTAR9YjoDJPL5JZERET/3969R0dV3X8f/8wkmcmFTELIHUIE5H6rYslDWxALhfCjFaWPWmUV0yoWxZ+2XkqtVdCfrag8uJZ9rJdaxRbvXYJPrZcGEUFFUBCQiymh4Z6AXHKB3CbJfv5IcpIhmYTWZE5O8n6txVqTffZM9vDNCfNh77MPJAJTt1BaUaO/f1GoN7Ye0aFTFZKkioZrmGI8Hbdz/MTBSbriogxJUnXNf76teFFppfW4caaKJXlAaEScdQ1TciwzTAAAtIX7MHUDVbW11uM9x8qUkRCtMx28JK+Rt+HDVtW/EZiOllaqtMIf0FZRXat3dxbp2Q8LJLEkDwiV5jNMfWI83IMJAIB2EJi6geazPXuOntZ3h6WoohOW5ElNmz9U1dS207NJ1u/ea9G29B95+lNDWJIITECoNL+GieuXAABoH/+12A00D0xHiuuX5DVtK96xmbhxhqnSf24zTMF202seliQCExAqzWeYzkuMtnEkAAA4A4GpG6hutlX34eJKGWP07s6jkqToiA5ekhfRuCTv3GaYzl6KF4yba5iAkGi+BG9cZoKNIwEAwBkITN1A8xmm1buP6v9tO9Jp3ysyvD6A+WvNOd2L6VR59Tm9bhg/iUBINJ9hykxghgkAgPbwMbUbOHsDhv/zj39ajwcmxXTo92qcYar/vu3PMr3y2cGAr8f2i1P2yNQW/dglDwgNT7PA1NGbwgAA0B0RmLqBs7f4PnCyXJI0cXCiLujfu0O/lze86QNWVTvXMR0trdRTH/wroC0u2qM/zLmwRV/uwwSERkR407lGYAIAoH0Epm4g2D2Rrmy4Z1JHCnO7FNGwy1ZlOzNM+46fadEWFxUht9ulvvFRAe3hBCYgJJovyevoXTQBAOiOCEzdQLB7IsVFRXTK92ucZWpvhqnc3zJQxTeM6eUb/pfmTRxgtTPDBIRGQGCK4M4SAAC0h8DUDQS7lsjXaYGp/semvLrtGabKVo43hriMhOiAGTCuYQJCo/lsLkvyAABoH4GpG7j15a2ttnfWDFPjzWv/67H1Wr3raMAxY4yeWf8vrfvnV60GquZjSojxND2vU0YK4GzNN7dkSR4AAO0jMHVjnbckr+nH5vo/fxZw7NN9p/TA33dr7rObVNGwJK/5/2gnxXqtx81nwMqrajplrAAC1dY1LaWN6uD7tAEA0B0RmBzOX9v6dUQul+SL7JzrE9paxnP8dJX1uLy6PgSl+CKttuaPm19Lcbrq3G6EC+Dr8dc2TTFx7SAAAO0jMDlcSYW/1faBiTEK76S7wcZ4ggexGG/TsWfWF0iSUnxNs0ppcZEtniNJZ5hhAkIijJAEAMC/hS2SHK64vPXANDI9rtO+Z1szTMY0/e/1sbKqFv2bzzA1d5rABITElOHJuiizt8Zlduw92gAA6K4ITA7XfIbpmbkXWdcUpZ91n6OOFOMNDEzGGLkadrlrbYvzcLdbV12UofjoiKBhq4zABISENzxMf73xW3YPAwAAxyAwOVxpQ2Aa1denfglNIamzNnyQZIWjRkdLq5TasNSutZvoHiur0vM/Hd/qa111UYZe+eygbr7k/I4fKAAAAPA1EZgcrriiWlJ9QGp+bVFnBqaz76+0q7DECkytzTD9asawoK+15Iej9ev/Gq646M4bLwAAAPCfYtMHhytpuIYpPsqj2Ga74p29bK4jNW4X3mjXkVLr8dkzTHdOH6qLhyQFfS2Xy0VYAgAAQJdFYHK44oYleb6oiIAd6tyuztsJq0VgKmwKTFU1gceSenkFAAAAOBWByeEaN32Ij44IuK9RZ24dfPYsUvMZprOX5I3q23m79QEAAACdjcDkcEeKKyQ1XbM0Mt0nt0v69qDETvue988aKU+4WzdMGihJ2nei3NoWvDFMXdA/Xn+69iKNSPd12jgAAACAzsamDw5ljNHcZzdp/Z7jkiRfZH1gWrXg26qqqVMvb+eVdlxmgr5YPE3e8DC9vuWwjp+u0r++Oq0x/eKtJXlj+8VryvCUThsDAAAAEArMMDlUWVWNFZYkKbNPtCQpIszdqWGpkTe8flMJX8NGE5X++pmlxhkmbwQ/WgAAAHA+PtU6xMf5x/Xzlz/XqTP124iXNrthrSR9a1AfO4ZlXTflr60PSo3XMDUGKgAAAMDJWJLnENc8s1FSfUB55IqxKq2osY4NSenV4mayoRIeVv99rcDkbwxMZHEAAAA4H59qHWbfiTOSpNLKphmmZVd+w6bRNJ9hMpKkM9X1QS7GwwwTAAAAnI/A5DCmPpdY24lf0D/e1q27PWctyWvcLa9XJDejBQAAgPMRmBymIS9Z1zD5bA4mzZfkHTpVrrV5X0lSSDaeAAAAADobgclhTMMU06ny+s0fYiPtDSbNl+Td9foXVrvd4wIAAAA6AoHJYeoappg2FZySJA1LjbVxNE2Bqaa2TvtPlFvtzDABAACgO3BEYNq3b5+uu+46DRgwQFFRURo0aJAWLVqk6upqu4cWEo2zSlLTkrwdh0skSRNs2k68UUSzJXm+qKaQ1IsZJgAAAHQDjvhU++WXX6qurk5PPfWUzj//fO3YsUPz5s3TmTNntHTpUruH1+kabworydr1oXE3uvhojx1DsjTOMH1VVqVYb9P1VLHMMAEAAKAbcMSn2uzsbGVnZ1tfDxw4UHl5eXriiSd6RGBqDEeSVGuMjDEqr66VJMV47C1huLt+humxNfmaODjRameGCQAAAN2BYz/VlpSUKCEhoc0+VVVVqqqqsr4uLS2VJPn9fvn9/mBPC4nG79/eOOrqjH73913W1zU1dSotr1Rtw8VMEa46W99Lpb8pzK3fc1ySdPGQREW4jO1/xx3hXOsE+1ErZ6BOzkCdnIE6OQe16prOtR4u0/wCGYfIz8/XuHHjtHTpUs2bNy9ov8WLF+u+++5r0f7iiy8qOjq6M4fYYdYXufTXgqabwKZE1ZfraEX9zM6yrBqF2Xgl2jNfuvXFqcABzDm/VuOTHPdjBQAAgB6kvLxc11xzjUpKSuTz+YL2szUw/epXv9JDDz3UZp/du3dr2LBh1teHDx/WxRdfrMmTJ+uZZ55p87mtzTBlZGTo+PHjbf6lhILf71dubq6+973vKSIi+L2U5j73mTb862TQ43v+Z1pnDO+c/fT5zVqffyKg7bGrxmjGqFSbRtSxzrVOsB+1cgbq5AzUyRmok3NQq66ptLRUiYmJ7QYmW5fk3X777crJyWmzz8CBA63HR44c0SWXXKJvfetbevrpp9t9fa/XK6/X26I9IiKiy/ywtjeWpNjIdp9vp+ralnk7Ntpr+7g6Wlf6mUHbqJUzUCdnoE7OQJ2cg1p1LedaC1sDU1JSkpKSks6p7+HDh3XJJZdo3Lhxeu655+R2O2JH9K/txJn6GbLxAxK0qSD4TJNdqmvrWrRFRYS10hMAAABwHkekjsOHD2vy5Mnq37+/li5dqq+++kpFRUUqKiqye2idrrCkUpKUPbJrLnGr8rcMTNEeAhMAAAC6B0fskpebm6v8/Hzl5+erX79+AcccuGfFOTPGqKghMPXrHWXzaFpXVVPboi0zIcaGkQAAAAAdzxEzTDk5OTIN9x86+093VlpZY91vqV/vlrv6PXrV2FAPqQWXy9WiLS6atbkAAADoHhwRmHqqB96sv/9S7+gIxZ51I9jlP/mmLr+gX2tPC6mlV4xVQoxHN00epBhPmK77zgC7hwQAAAB0GEcsyeuJviqr0mubD0mSBifHKjwscCYna0AfO4bVwjcy4rX5N1Plcrn0i+8NUYSdN4UCAAAAOhifbruo0sqmOw8/cPkohbmbAtPcCZmK6kIbKzQuyyMsAQAAoLvhE24XVdFw7VKKz6shKbGKaLaNeoyXiUEAAAAgFAhMXVSlvz4wNd7TKKzZkryW2ywAAAAA6AwEpi6qoiEwRTYEpuYzTO5WdqYDAAAA0PEITF1U45K8xmuVml/DRF4CAAAAQoPA1EVVnLUkLzwgMJGYAAAAgFAgMHVRZ1/D5HZzDRMAAAAQagSmLqpxSV5kK9uHcw0TAAAAEBoEpi6qwl8nqWmGqTk3eQkAAAAICQJTF1VRXSMpSGAiMQEAAAAhQWDqorYfLpEk9Y7x2DwSAAAAoOciMHVBlf5ard9zXJJ06dj0Fse5hgkAAAAIDQJTF5RXVKbaOqOEGI8GJcW0OE5eAgAAAEKDwNQF5RWVSZJGpPlavedSL294qIcEAAAA9Eh88u6CDhVXSJL694kOaP/NzOFat+e4/ve4fnYMCwAAAOhxCExdyPZDxfrlX7ertMIvSeobHxVw/PqJA3X9xIF2DA0AAADokQhMXcSmgpO68qkNAW3p8ZE2jQYAAACAxDVMXcbZYUmShqTE2jASAAAAAI0ITF1UnxiPRqbH2T0MAAAAoEcjMHUBtXWmRVtkRJgNIwEAAADQHIGpCzh5ptruIQAAAABoBYGpCygsqd9GPLGXx2rj5rQAAACA/QhMNnvo3X/q0v/7kSRpbL94q91NYgIAAABsR2CyQXVNnT7ae0Jrjrj0zIf7rPbvDk+2HpOXAAAAAPtxHyYbVPhrlbN8s6TAjR2abyPODBMAAABgP2aYbOCLDFeYu2UgGpTUy3pMXAIAAADsR2Cygcvlki+yaXIvzO3SHdOGKCHGo/kXD5Ik3fP9EXYNDwAAAEADluTZJD4qQqfK/ZKkZVeO1axv9JUkLcweqhsvHqS46Ag7hwcAAABAzDDZplezGaaR6T7rscvlIiwBAAAAXQSBySYHTpZbjwcm9mqjJwAAAAC7EJhskhYXJUlK6uWRu5UNIAAAAADYj8BkkyWXj9S4xDr99WdZdg8FAAAAQBAEJpuMTPdp7uA6pcdH2T0UAAAAAEEQmAAAAAAgCAITAAAAAARBYAIAAACAIAhMAAAAABAEgQkAAAAAgiAwAQAAAEAQBCYAAAAACILABAAAAABBEJgAAAAAIAgCEwAAAAAEQWACAAAAgCAITAAAAAAQBIEJAAAAAIIgMAEAAABAEAQmAAAAAAiCwAQAAAAAQRCYAAAAACAIAhMAAAAABBFu9wBCyRgjSSotLbV5JJLf71d5eblKS0sVERFh93AQBHVyDmrlDNTJGaiTM1An56BWXVNjJmjMCMH0qMBUVlYmScrIyLB5JAAAAAC6grKyMsXFxQU97jLtRapupK6uTkeOHFFsbKxcLpetYyktLVVGRoYOHjwon89n61gQHHVyDmrlDNTJGaiTM1An56BWXZMxRmVlZUpPT5fbHfxKpR41w+R2u9WvXz+7hxHA5/Nx4jgAdXIOauUM1MkZqJMzUCfnoFZdT1szS43Y9AEAAAAAgiAwAQAAAEAQBCabeL1eLVq0SF6v1+6hoA3UyTmolTNQJ2egTs5AnZyDWjlbj9r0AQAAAAD+HcwwAQAAAEAQBCYAAAAACILABAAAAABBEJgAAAAAIAgCk00ef/xxnXfeeYqMjFRWVpY2bdpk95B6jAcffFDf/OY3FRsbq+TkZF122WXKy8sL6DN58mS5XK6AP/Pnzw/oc+DAAc2cOVPR0dFKTk7WnXfeqZqamlC+lW5v8eLFLeowbNgw63hlZaUWLFigPn36qFevXvrhD3+oo0ePBrwGdep85513Xos6uVwuLViwQBLnk13WrVunH/zgB0pPT5fL5dKqVasCjhtjdO+99yotLU1RUVGaOnWq9uzZE9Dn5MmTmjNnjnw+n+Lj43Xdddfp9OnTAX22b9+uiRMnKjIyUhkZGXr44Yc7+611K23Vye/3a+HChRo9erRiYmKUnp6uuXPn6siRIwGv0do5uGTJkoA+1Onra++cysnJaVGH7OzsgD6cU85EYLLBK6+8ottuu02LFi3Sli1bNHbsWE2fPl3Hjh2ze2g9wgcffKAFCxbok08+UW5urvx+v6ZNm6YzZ84E9Js3b54KCwutP81/YdXW1mrmzJmqrq7Wxx9/rOeff17Lly/XvffeG+q30+2NHDkyoA4ffvihdewXv/iF/va3v+m1117TBx98oCNHjmj27NnWceoUGp9++mlAjXJzcyVJV1xxhdWH8yn0zpw5o7Fjx+rxxx9v9fjDDz+sxx57TE8++aQ2btyomJgYTZ8+XZWVlVafOXPmaOfOncrNzdWbb76pdevW6YYbbrCOl5aWatq0acrMzNTmzZv1yCOPaPHixXr66ac7/f11F23Vqby8XFu2bNE999yjLVu26PXXX1deXp4uvfTSFn3vv//+gHPsv//7v61j1KljtHdOSVJ2dnZAHV566aWA45xTDmUQcuPHjzcLFiywvq6trTXp6enmwQcftHFUPdexY8eMJPPBBx9YbRdffLG59dZbgz7nrbfeMm632xQVFVltTzzxhPH5fKaqqqozh9ujLFq0yIwdO7bVY8XFxSYiIsK89tprVtvu3buNJLNhwwZjDHWyy6233moGDRpk6urqjDGcT12BJLNy5Urr67q6OpOammoeeeQRq624uNh4vV7z0ksvGWOM2bVrl5FkPv30U6vP22+/bVwulzl8+LAxxpg//OEPpnfv3gF1WrhwoRk6dGgnv6Pu6ew6tWbTpk1Gktm/f7/VlpmZaR599NGgz6FOHa+1Wl177bVm1qxZQZ/DOeVczDCFWHV1tTZv3qypU6dabW63W1OnTtWGDRtsHFnPVVJSIklKSEgIaH/hhReUmJioUaNG6a677lJ5ebl1bMOGDRo9erRSUlKstunTp6u0tFQ7d+4MzcB7iD179ig9PV0DBw7UnDlzdODAAUnS5s2b5ff7A86lYcOGqX///ta5RJ1Cr7q6WitWrNBPf/pTuVwuq53zqWspKChQUVFRwPkTFxenrKysgPMnPj5eF110kdVn6tSpcrvd2rhxo9Vn0qRJ8ng8Vp/p06crLy9Pp06dCtG76VlKSkrkcrkUHx8f0L5kyRL16dNHF1xwgR555JGAJa3UKXTWrl2r5ORkDR06VDfeeKNOnDhhHeOccq5wuwfQ0xw/fly1tbUBHwwkKSUlRV9++aVNo+q56urq9POf/1zf/va3NWrUKKv9mmuuUWZmptLT07V9+3YtXLhQeXl5ev311yVJRUVFrdaw8Rg6RlZWlpYvX66hQ4eqsLBQ9913nyZOnKgdO3aoqKhIHo+nxYeGlJQUqwbUKfRWrVql4uJi5eTkWG2cT11P499ra3/vzc+f5OTkgOPh4eFKSEgI6DNgwIAWr9F4rHfv3p0y/p6qsrJSCxcu1NVXXy2fz2e133LLLbrwwguVkJCgjz/+WHfddZcKCwu1bNkySdQpVLKzszV79mwNGDBAe/fu1a9//WvNmDFDGzZsUFhYGOeUgxGY0KMtWLBAO3bsCLguRlLAeuLRo0crLS1NU6ZM0d69ezVo0KBQD7PHmjFjhvV4zJgxysrKUmZmpl599VVFRUXZODIE86c//UkzZsxQenq61cb5BHx9fr9fV155pYwxeuKJJwKO3XbbbdbjMWPGyOPx6Gc/+5kefPBBeb3eUA+1x/rRj35kPR49erTGjBmjQYMGae3atZoyZYqNI8PXxZK8EEtMTFRYWFiLnbyOHj2q1NRUm0bVM918881688039f7776tfv35t9s3KypIk5efnS5JSU1NbrWHjMXSO+Ph4DRkyRPn5+UpNTVV1dbWKi4sD+jQ/l6hTaO3fv1+rV6/W9ddf32Y/zif7Nf69tvVvUWpqaovNiGpqanTy5EnOsRBrDEv79+9Xbm5uwOxSa7KyslRTU6N9+/ZJok52GThwoBITEwN+13FOOROBKcQ8Ho/GjRun9957z2qrq6vTe++9pwkTJtg4sp7DGKObb75ZK1eu1Jo1a1pMfbdm69atkqS0tDRJ0oQJE/TFF18E/OJr/EdsxIgRnTJuSKdPn9bevXuVlpamcePGKSIiIuBcysvL04EDB6xziTqF1nPPPafk5GTNnDmzzX6cT/YbMGCAUlNTA86f0tJSbdy4MeD8KS4u1ubNm60+a9asUV1dnRV6J0yYoHXr1snv91t9cnNzNXToUJYOdZDGsLRnzx6tXr1affr0afc5W7duldvttpZ/USd7HDp0SCdOnAj4Xcc55VB27zrRE7388svG6/Wa5cuXm127dpkbbrjBxMfHB+wQhc5z4403mri4OLN27VpTWFho/SkvLzfGGJOfn2/uv/9+89lnn5mCggLzxhtvmIEDB5pJkyZZr1FTU2NGjRplpk2bZrZu3Wreeecdk5SUZO666y673la3dPvtt5u1a9eagoIC89FHH5mpU6eaxMREc+zYMWOMMfPnzzf9+/c3a9asMZ999pmZMGGCmTBhgvV86hQ6tbW1pn///mbhwoUB7ZxP9ikrKzOff/65+fzzz40ks2zZMvP5559bu6stWbLExMfHmzfeeMNs377dzJo1ywwYMMBUVFRYr5GdnW0uuOACs3HjRvPhhx+awYMHm6uvvto6XlxcbFJSUsyPf/xjs2PHDvPyyy+b6Oho89RTT4X8/TpVW3Wqrq42l156qenXr5/ZunVrwL9Zjbuoffzxx+bRRx81W7duNXv37jUrVqwwSUlJZu7cudb3oE4do61alZWVmTvuuMNs2LDBFBQUmNWrV5sLL7zQDB482FRWVlqvwTnlTAQmm/z+9783/fv3Nx6Px4wfP9588skndg+px5DU6p/nnnvOGGPMgQMHzKRJk0xCQoLxer3m/PPPN3feeacpKSkJeJ19+/aZGTNmmKioKJOYmGhuv/124/f7bXhH3ddVV11l0tLSjMfjMX379jVXXXWVyc/Pt45XVFSYm266yfTu3dtER0ebyy+/3BQWFga8BnUKjXfffddIMnl5eQHtnE/2ef/991v9XXfttdcaY+q3Fr/nnntMSkqK8Xq9ZsqUKS3qd+LECXP11VebXr16GZ/PZ37yk5+YsrKygD7btm0z3/nOd4zX6zV9+/Y1S5YsCdVb7BbaqlNBQUHQf7Pef/99Y4wxmzdvNllZWSYuLs5ERkaa4cOHm9/97ncBH9KNoU4doa1alZeXm2nTppmkpCQTERFhMjMzzbx581r8ZzjnlDO5jDEmBBNZAAAAAOA4XMMEAAAAAEEQmAAAAAAgCAITAAAAAARBYAIAAACAIAhMAAAAABAEgQkAAAAAgiAwAQAAAEAQBCYAAAAACILABADocVwul1atWmX3MAAADkBgAgA4Sk5Oji677DK7hwEA6CEITAAAAAAQBIEJAOBYkydP1i233KJf/vKXSkhIUGpqqhYvXhzQZ8+ePZo0aZIiIyM1YsQI5ebmtnidgwcP6sorr1R8fLwSEhI0a9Ys7du3T5L05ZdfKjo6Wi+++KLV/9VXX1VUVJR27drVmW8PANAFEJgAAI72/PPPKyYmRhs3btTDDz+s+++/3wpFdXV1mj17tjwejzZu3Kgnn3xSCxcuDHi+3+/X9OnTFRsbq/Xr1+ujjz5Sr169lJ2drerqag0bNkxLly7VTTfdpAMHDujQoUOaP3++HnroIY0YMcKOtwwACCGXMcbYPQgAAM5VTk6OiouLtWrVKk2ePFm1tbVav369dXz8+PH67ne/qyVLlugf//iHZs6cqf379ys9PV2S9M4772jGjBlauXKlLrvsMq1YsUIPPPCAdu/eLZfLJUmqrq5WfHy8Vq1apWnTpkmSvv/976u0tFQej0dhYWF65513rP4AgO4r3O4BAADwdYwZMybg67S0NB07dkyStHv3bmVkZFhhSZImTJgQ0H/btm3Kz89XbGxsQHtlZaX27t1rff3ss89qyJAhcrvd2rlzJ2EJAHoIAhMAwNEiIiICvna5XKqrqzvn558+fVrjxo3TCy+80OJYUlKS9Xjbtm06c+aM3G63CgsLlZaW9p8PGgDgGAQmAEC3NXz4cB08eDAg4HzyyScBfS688EK98sorSk5Ols/na/V1Tp48qZycHN19990qLCzUnDlztGXLFkVFRXX6ewAA2ItNHwAA3dbUqVM1ZMgQXXvttdq2bZvWr1+vu+++O6DPnDlzlJiYqFmzZmn9+vUqKCjQ2rVrdcstt+jQoUOSpPnz5ysjI0O/+c1vtGzZMtXW1uqOO+6w4y0BAEKMwAQA6LbcbrdWrlypiooKjR8/Xtdff71++9vfBvSJjo7WunXr1L9/f82ePVvDhw/Xddddp8rKSvl8Pv35z3/WW2+9pb/85S8KDw9XTEyMVqxYoT/+8Y96++23bXpnAIBQYZc8AAAAAAiCGSYAAAAACILABAAAAABBEJgAAAAAIAgCEwAAAAAEQWACAAAAgCAITAAAAAAQBIEJAAAAAIIgMAEAAABAEAQmAAAAAAiCwAQAAAAAQRCYAAAAACCI/w9OzLMSj8PAFQAAAABJRU5ErkJggg==", + "image/png": 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", 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", 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", "text/plain": [ "
" ] From b1520771af79f8b1fe3e6b99a3610242c9224fb1 Mon Sep 17 00:00:00 2001 From: mega5800 Date: Sun, 26 Jul 2026 19:25:02 +0300 Subject: [PATCH 03/17] deleted sentiment probabilities logic 2 --- .../Finalising_predicting_close_LSTM.ipynb | 27 ++++++------------- 1 file changed, 8 insertions(+), 19 deletions(-) diff --git a/Code/2. Close Price Prediction/Finalising_predicting_close_LSTM.ipynb b/Code/2. Close Price Prediction/Finalising_predicting_close_LSTM.ipynb index 4c1ca8b..6c62ded 100644 --- a/Code/2. Close Price Prediction/Finalising_predicting_close_LSTM.ipynb +++ b/Code/2. Close Price Prediction/Finalising_predicting_close_LSTM.ipynb @@ -59,37 +59,26 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "tsla_df_paths_list = [\n", - " \"../Data/TESLA data/4. LSTM data/processed_normalised_PAPER_TSLA_data_LSTM.csv\",\n", - " \"../Data/TESLA data/4. LSTM data/processed_normalised_PAPER_TSLA_data_probabilities_LSTM.csv\"\n", - "]\n", - "\n", - "final_tsla_df_paths_list = [\n", - " f\"../Data/TESLA data/5. RL training data/TESLA RL training data - 1 Sentiment {TIMESTAMP}.csv\",\n", - " f\"../Data/TESLA data/5. RL training data/TESLA RL training data - 3 Sentiment {TIMESTAMP}.csv\"\n", - "]" + "tsla_df_path = \"../../Data/TESLA data/4. LSTM data/processed_normalised_PAPER_TSLA_data_LSTM.csv\"\n", + "final_tsla_df_path = f\"../../Data/TESLA data/5. RL training data/TESLA RL training data - 1 Sentiment {TIMESTAMP}.csv\"" ] }, { "cell_type": "code", - "execution_count": 29, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "for i in range(len(tsla_df_paths_list)):\n", - " current_df_path = tsla_df_paths_list[i]\n", - " final_df_path = final_tsla_df_paths_list[i]\n", - "\n", - " current_tsla_df = pd.read_csv(current_df_path)\n", + "current_tsla_df = pd.read_csv(tsla_df_path)\n", "\n", - " current_tsla_df[DATE_COLUMN_NAME] = pd.to_datetime(current_tsla_df[DATE_COLUMN_NAME])\n", - " current_tsla_df = current_tsla_df[current_tsla_df[DATE_COLUMN_NAME] >= '2014-01-01']\n", + "current_tsla_df[DATE_COLUMN_NAME] = pd.to_datetime(current_tsla_df[DATE_COLUMN_NAME])\n", + "current_tsla_df = current_tsla_df[current_tsla_df[DATE_COLUMN_NAME] >= '2014-01-01']\n", "\n", - " current_tsla_df.to_csv(final_df_path)" + "current_tsla_df.to_csv(final_tsla_df_path)" ] } ], From ffa63e990a262e759b2c276f872ae36cfb3cb001 Mon Sep 17 00:00:00 2001 From: mega5800 Date: Sun, 26 Jul 2026 19:39:49 +0300 Subject: [PATCH 04/17] Financial_Sentiment_Extraction_System.ipynb was renamed to Financial_Sentiment_Extraction.ipynb --- ...traction_System.ipynb => Financial_Sentiment_Extraction.ipynb} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename Code/1. Sentiment Extraction/{Financial_Sentiment_Extraction_System.ipynb => Financial_Sentiment_Extraction.ipynb} (100%) diff --git a/Code/1. Sentiment Extraction/Financial_Sentiment_Extraction_System.ipynb b/Code/1. Sentiment Extraction/Financial_Sentiment_Extraction.ipynb similarity index 100% rename from Code/1. Sentiment Extraction/Financial_Sentiment_Extraction_System.ipynb rename to Code/1. Sentiment Extraction/Financial_Sentiment_Extraction.ipynb From 7f30c337ce0fac2b2d8baccb6f68397bb3a81ea0 Mon Sep 17 00:00:00 2001 From: mega5800 Date: Sun, 26 Jul 2026 20:05:12 +0300 Subject: [PATCH 05/17] updated z score logic to use only training dataset --- .../Financial_Sentiment_Extraction.ipynb | 319 ++++++------------ 1 file changed, 96 insertions(+), 223 deletions(-) diff --git a/Code/1. Sentiment Extraction/Financial_Sentiment_Extraction.ipynb b/Code/1. Sentiment Extraction/Financial_Sentiment_Extraction.ipynb index 692ddb7..09256dd 100644 --- a/Code/1. Sentiment Extraction/Financial_Sentiment_Extraction.ipynb +++ b/Code/1. Sentiment Extraction/Financial_Sentiment_Extraction.ipynb @@ -24,60 +24,33 @@ "output_type": "stream", "text": [ "Defaulting to user installation because normal site-packages is not writeable\n", - "Collecting yfinance\n", - " Downloading yfinance-1.5.2-py2.py3-none-any.whl (144 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m144.1/144.1 KB\u001b[0m \u001b[31m1.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0ma \u001b[36m0:00:01\u001b[0m\n", - "\u001b[?25hCollecting multitasking>=0.0.7\n", - " Downloading multitasking-0.0.13-py3-none-any.whl (16 kB)\n", - "Collecting beautifulsoup4>=4.11.1\n", - " Downloading beautifulsoup4-4.15.0-py3-none-any.whl (109 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m109.9/109.9 KB\u001b[0m \u001b[31m3.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0ma \u001b[36m0:00:01\u001b[0m\n", - "\u001b[?25hRequirement already satisfied: protobuf>=3.19.0 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (7.34.0)\n", + "Requirement already satisfied: yfinance in /home/shartil/.local/lib/python3.10/site-packages (1.5.2)\n", + "Requirement already satisfied: numpy>=1.16.5 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (2.2.6)\n", + "Requirement already satisfied: requests>=2.31 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (2.34.2)\n", + "Requirement already satisfied: pytz>=2022.5 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (2026.3.post1)\n", + "Requirement already satisfied: peewee>=3.16.2 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (4.2.6)\n", + "Requirement already satisfied: protobuf>=3.19.0 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (7.34.0)\n", + "Requirement already satisfied: pandas>=1.3.0 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (2.2.3)\n", "Requirement already satisfied: platformdirs>=2.0.0 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (4.3.7)\n", - 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"Installing collected packages: pytz, peewee, multitasking, websockets, soupsieve, pycparser, charset_normalizer, requests, cffi, beautifulsoup4, curl_cffi, yfinance\n", - "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n", - "transformers 4.51.3 requires huggingface-hub<1.0,>=0.30.0, but you have huggingface-hub 1.5.0 which is incompatible.\n", - "transformers 4.51.3 requires tokenizers<0.22,>=0.21, but you have tokenizers 0.22.2 which is incompatible.\u001b[0m\u001b[31m\n", - "\u001b[0mSuccessfully installed beautifulsoup4-4.15.0 cffi-2.1.0 charset_normalizer-3.4.9 curl_cffi-0.15.0 multitasking-0.0.13 peewee-4.2.6 pycparser-3.0 pytz-2026.3.post1 requests-2.34.2 soupsieve-2.9.1 websockets-16.1.1 yfinance-1.5.2\n", "Note: you may need to restart the kernel to use updated packages.\n" ] } @@ -619,25 +592,13 @@ "output_type": "stream", "text": [ "Defaulting to user installation because normal site-packages is not writeable\n", - "Collecting demoji\n", - " Downloading demoji-2.0.0-py3-none-any.whl (43 kB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m43.4/43.4 KB\u001b[0m \u001b[31m883.7 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- "execution_count": 25, + "execution_count": 24, "metadata": {}, "outputs": [ { @@ -981,7 +942,7 @@ "4 2023-04-09 How the market’s biggest companies, from Apple... 20:00:00" ] }, - "execution_count": 25, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -999,7 +960,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 25, "metadata": {}, "outputs": [], "source": [ @@ -1022,7 +983,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 26, "metadata": {}, "outputs": [ { @@ -1032,68 +993,47 @@ "Defaulting to user installation because normal site-packages is not writeable\n", "Requirement already satisfied: torch in /home/shartil/.local/lib/python3.10/site-packages (2.6.0)\n", "Requirement already satisfied: nvidia-cufft-cu12==11.2.1.3 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (11.2.1.3)\n", - "Requirement already satisfied: nvidia-cusparselt-cu12==0.6.2 in 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/home/shartil/.local/lib/python3.10/site-packages (4.51.3)\n", - "Requirement already satisfied: tqdm>=4.27 in /home/shartil/.local/lib/python3.10/site-packages (from transformers) (4.67.3)\n", - "Collecting tokenizers<0.22,>=0.21\n", - " Downloading tokenizers-0.21.4-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.1 MB)\n", - "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m3.1/3.1 MB\u001b[0m \u001b[31m61.5 kB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:02\u001b[0mm\n", - "\u001b[?25hRequirement already satisfied: numpy>=1.17 in /home/shartil/.local/lib/python3.10/site-packages (from transformers) (2.2.6)\n", + "Requirement already satisfied: huggingface-hub<1.0,>=0.30.0 in /home/shartil/.local/lib/python3.10/site-packages (from transformers) (0.36.2)\n", "Requirement already satisfied: regex!=2019.12.17 in /home/shartil/.local/lib/python3.10/site-packages (from transformers) (2024.11.6)\n", "Requirement already satisfied: 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/home/shartil/.local/lib/python3.10/site-packages (from huggingface-hub<1.0,>=0.30.0->transformers) (4.15.0)\n", "Requirement already satisfied: fsspec>=2023.5.0 in /home/shartil/.local/lib/python3.10/site-packages (from huggingface-hub<1.0,>=0.30.0->transformers) (2026.2.0)\n", - "Requirement already satisfied: hf-xet<2.0.0,>=1.1.3 in /home/shartil/.local/lib/python3.10/site-packages (from huggingface-hub<1.0,>=0.30.0->transformers) (1.3.2)\n", - "Requirement already satisfied: urllib3<3,>=1.26 in /usr/lib/python3/dist-packages (from requests->transformers) (1.26.5)\n", "Requirement already satisfied: certifi>=2023.5.7 in /home/shartil/.local/lib/python3.10/site-packages (from requests->transformers) (2026.2.25)\n", - "Requirement already satisfied: idna<4,>=2.5 in /home/shartil/.local/lib/python3.10/site-packages (from requests->transformers) (3.11)\n", + "Requirement already satisfied: urllib3<3,>=1.26 in /usr/lib/python3/dist-packages (from requests->transformers) (1.26.5)\n", "Requirement already satisfied: charset_normalizer<4,>=2 in /home/shartil/.local/lib/python3.10/site-packages (from requests->transformers) (3.4.9)\n", - "Installing collected packages: huggingface-hub, tokenizers\n", - " Attempting uninstall: huggingface-hub\n", - " Found existing installation: huggingface_hub 1.5.0\n", - " Uninstalling huggingface_hub-1.5.0:\n", - " Successfully uninstalled huggingface_hub-1.5.0\n", - " Attempting uninstall: tokenizers\n", - " Found existing installation: tokenizers 0.22.2\n", - " Uninstalling tokenizers-0.22.2:\n", - " Successfully uninstalled tokenizers-0.22.2\n", - "Successfully installed huggingface-hub-0.36.2 tokenizers-0.21.4\n", + "Requirement already satisfied: idna<4,>=2.5 in /home/shartil/.local/lib/python3.10/site-packages (from requests->transformers) (3.11)\n", "Note: you may need to restart the kernel to use updated packages.\n" ] } @@ -1112,7 +1052,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 27, "metadata": {}, "outputs": [], "source": [ @@ -1131,94 +1071,9 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 28, "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "a13e6f19cead474baa86a4f5e5b9bb33", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "tokenizer_config.json: 0%| | 0.00/252 [00:00" ] @@ -1708,7 +1581,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", 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", 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", 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", 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", 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", 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", 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" ] From 5ef0faaeac6fae7343f4c847f6967b6255832acc Mon Sep 17 00:00:00 2001 From: mega5800 Date: Sun, 26 Jul 2026 20:13:36 +0300 Subject: [PATCH 06/17] deleted Finalising_predicting_close_LSTM.ipynb --- .../Finalising_predicting_close_LSTM.ipynb | 113 ------------------ 1 file changed, 113 deletions(-) delete mode 100644 Code/2. Close Price Prediction/Finalising_predicting_close_LSTM.ipynb diff --git a/Code/2. Close Price Prediction/Finalising_predicting_close_LSTM.ipynb b/Code/2. Close Price Prediction/Finalising_predicting_close_LSTM.ipynb deleted file mode 100644 index 6c62ded..0000000 --- a/Code/2. Close Price Prediction/Finalising_predicting_close_LSTM.ipynb +++ /dev/null @@ -1,113 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "id": "pu9t476KSFbt" - }, - "source": [ - "# Finalising Stock Prices with LSTM (5 features)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Importing Relevent Libraries" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": { - "cellView": "form", - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "z68p_q4eISQP", - "outputId": "02988281-22ac-409c-a1e9-dc5caa30fd84" - }, - "outputs": [], - "source": [ - "import pandas as pd\n", - "from datetime import datetime" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Const Values" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [], - "source": [ - "DATE_COLUMN_NAME = \"Date\"\n", - "TIMESTAMP = f\"{datetime.now().month:02}.{datetime.now().year}\"" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Code" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "tsla_df_path = \"../../Data/TESLA data/4. LSTM data/processed_normalised_PAPER_TSLA_data_LSTM.csv\"\n", - "final_tsla_df_path = f\"../../Data/TESLA data/5. RL training data/TESLA RL training data - 1 Sentiment {TIMESTAMP}.csv\"" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "current_tsla_df = pd.read_csv(tsla_df_path)\n", - "\n", - "current_tsla_df[DATE_COLUMN_NAME] = pd.to_datetime(current_tsla_df[DATE_COLUMN_NAME])\n", - "current_tsla_df = current_tsla_df[current_tsla_df[DATE_COLUMN_NAME] >= '2014-01-01']\n", - "\n", - "current_tsla_df.to_csv(final_tsla_df_path)" - ] - } - ], - "metadata": { - "accelerator": "GPU", - "colab": { - "include_colab_link": true, - "name": "Demo - Predicting Stock Prices with LSTM", - "provenance": [], - "toc_visible": true - }, - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.12" - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} From 5acc8545e926868b34fefb6981a2bb1ebc466927 Mon Sep 17 00:00:00 2001 From: mega5800 Date: Sun, 26 Jul 2026 20:19:44 +0300 Subject: [PATCH 07/17] added a testset to the lstm logic --- .../predicting_close_LSTM.ipynb | 462 +++++++++++------- 1 file changed, 297 insertions(+), 165 deletions(-) diff --git a/Code/2. Close Price Prediction/predicting_close_LSTM.ipynb b/Code/2. Close Price Prediction/predicting_close_LSTM.ipynb index ef208d7..92c8f25 100644 --- a/Code/2. Close Price Prediction/predicting_close_LSTM.ipynb +++ b/Code/2. Close Price Prediction/predicting_close_LSTM.ipynb @@ -18,7 +18,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 1, "metadata": { "cellView": "form", "colab": { @@ -37,6 +37,7 @@ "import torch.optim as optim\n", "from torch.utils.data import Dataset\n", "from torch.utils.data import DataLoader\n", + "from datetime import datetime\n", "import matplotlib.pyplot as plt\n", "from matplotlib.pyplot import figure" ] @@ -50,7 +51,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -76,7 +77,6 @@ " \n", " Unnamed: 0\n", " Date\n", - " Adj Close\n", " Close\n", " High\n", " Low\n", @@ -88,88 +88,76 @@ " \n", " 0\n", " 0\n", - " 2014-01-02\n", - " 10.006667\n", - " 10.006667\n", - " 10.165333\n", - " 9.770000\n", - " 9.986667\n", - " 92826000\n", + " 2013-06-03\n", + " 6.172667\n", + " 6.508000\n", + " 5.883333\n", + " 6.508000\n", + " 287094000\n", " \n", " \n", " 1\n", " 1\n", - " 2014-01-03\n", - " 9.970667\n", - " 9.970667\n", - " 10.146000\n", - " 9.906667\n", - " 10.000000\n", - " 70425000\n", + " 2013-06-04\n", + " 6.322667\n", + " 6.428000\n", + " 6.160000\n", + " 6.183333\n", + " 132841500\n", " \n", " \n", " 2\n", " 2\n", - " 2014-01-06\n", - " 9.800000\n", - " 9.800000\n", - " 10.026667\n", - " 9.682667\n", - " 10.000000\n", - " 80416500\n", + " 2013-06-05\n", + " 6.358000\n", + " 6.531333\n", + " 5.940667\n", + " 6.244000\n", + " 183372000\n", " \n", " \n", " 3\n", " 3\n", - " 2014-01-07\n", - " 9.957333\n", - " 9.957333\n", - " 10.026667\n", - " 9.683333\n", - " 9.841333\n", - " 75511500\n", + " 2013-06-06\n", + " 6.490000\n", + " 6.618000\n", + " 6.340667\n", + " 6.350000\n", + " 142663500\n", " \n", " \n", " 4\n", " 4\n", - " 2014-01-08\n", - " 10.085333\n", - " 10.085333\n", - " 10.246667\n", - " 9.917333\n", - " 9.923333\n", - " 92448000\n", + " 2013-06-07\n", + " 6.802667\n", + " 6.860000\n", + " 6.446667\n", + " 6.533333\n", + " 160674000\n", " \n", " \n", "\n", "" ], "text/plain": [ - " Unnamed: 0 Date Adj Close Close High Low \\\n", - "0 0 2014-01-02 10.006667 10.006667 10.165333 9.770000 \n", - "1 1 2014-01-03 9.970667 9.970667 10.146000 9.906667 \n", - "2 2 2014-01-06 9.800000 9.800000 10.026667 9.682667 \n", - "3 3 2014-01-07 9.957333 9.957333 10.026667 9.683333 \n", - "4 4 2014-01-08 10.085333 10.085333 10.246667 9.917333 \n", - "\n", - " Open Volume \n", - "0 9.986667 92826000 \n", - "1 10.000000 70425000 \n", - "2 10.000000 80416500 \n", - "3 9.841333 75511500 \n", - "4 9.923333 92448000 " + " Unnamed: 0 Date Close High Low Open Volume\n", + "0 0 2013-06-03 6.172667 6.508000 5.883333 6.508000 287094000\n", + "1 1 2013-06-04 6.322667 6.428000 6.160000 6.183333 132841500\n", + "2 2 2013-06-05 6.358000 6.531333 5.940667 6.244000 183372000\n", + "3 3 2013-06-06 6.490000 6.618000 6.340667 6.350000 142663500\n", + "4 4 2013-06-07 6.802667 6.860000 6.446667 6.533333 160674000" ] }, - "execution_count": 20, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Load the TSLA data file\n", - "data_tsla = pd.read_csv('../data/PAPER_TSLA_data.csv')\n", + "file_path = '../../Data/TESLA data/1. Raw data/PAPER_TSLA_data.csv'\n", "\n", - "file_path = '../data/PAPER_TSLA_data.csv'\n", + "data_tsla = pd.read_csv(file_path)\n", "\n", "data_tsla.head()" ] @@ -183,7 +171,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 3, "metadata": { "id": "FUcYIRwMIVPV" }, @@ -193,7 +181,8 @@ " # Configuration for data preprocessing and splitting\n", " \"data\": {\n", " \"window_size\": 80, # Size of the sliding window for time series data\n", - " \"train_split_size\": 0.95, # Proportion of data to use for training (95%)\n", + " \"test_split_date\": \"2019-01-01\", # Start of the fully held-out, out-of-sample test period (matches the RL notebook's own train/test split)\n", + " \"val_fraction_of_train\": 0.1, # Share of the pre-test data reserved for early-stopping validation only\n", " }, \n", " \n", " # Configuration for plotting and visualization\n", @@ -236,7 +225,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -289,19 +278,19 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Number data points: 1510 from 2014-01-02 to 2019-12-31\n" + "Number data points: 1658 from 2013-06-03 to 2019-12-31\n" ] }, { "data": { - "image/png": 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dXQEAZ8+exd133w1fX184ODggODgYgNjs1xgzZ87EP//8g+TkZFy6dAkHDx7E9OnTDW6/d+9eDBs2DN7e3nBwcMCgQYN0zhcXFyePQVL5eW0olUr8+++/2LFjB9q2bYvOnTtjyZIl1e5z7do1LFmyBE5OTvJ/77//PhITE+s8xqioKLRt29aoMcfGxiI0NFRnWVhYGGJiYgAADz/8MJ588km8/PLLcHNzw5133okTJ07IYz9x4oTO2EePHg2FQlFto2N9r6fyHfrVvcaoqCgAMPgaa3pPjREbG4vAwECdvhVhYWEAIL83NY3TWCqVCi+//DL27duHnJwc/PPPP9ixY0eNGS6SU6dO4ciRI3jiiScAiBlJ999/v9GTtTXRfo1paWkoLCys9jsDAG5ubrC0tJSfq1QqeHt76+yjVCrlwGJ13njjDXz77bfYs2ePTpNlBweHKgGfzMxMODg4GPW6KrOyssKIESOQlpaGN954AwCwaNEinYbt1Z1XWif9/+6778aIESNgYWGB22+/HQ899BDWrl0LALjzzjvlY9555511ej0+Pj6YMWMGxowZg+TkZKNfp3StaX+GlpaWCAwM1PkM9SkoKMDYsWNRXFyMDRs26Fwfpvg8Fi9ejEGDBmHo0KHw8/NDVFQUhg0bJmfBPPXUU/L71rFjR6OPK9m4cSPuvfde/PTTTxg1apS8XN/noU3fd4OIiIioJWMwg4iIiKiSNWvWQKFQyNkJkyZNQmhoqE4DWwBVyooY0q5dO/Tv3x+rVq3CN998gzFjxuhMbmorKSnBXXfdhVGjRuHq1avIycnB3r17dc7n5+eH6Ohonf0qP9cm3ZGbn58vL0tISNDZZuDAgVi3bh3S0tLwxRdf4JVXXsH27dsBAGZmVX9l9PLywrx585CVlSX/l5ubK5eHqe0YASAoKEgud1MTf39/3LhxQ2fZjRs3EBAQAAAwNzfHSy+9hCNHjiA+Ph7t27fHuHHj5LEPGDBAZ+zZ2dkoKiqCr6+vwXPqez2VP0d975X26wNg8DXW9J4aw9/fHzExMTrNx6X3SXpvahpnXZibm2Po0KGYNGmS0VkLX331FQBg8uTJ8PLygpeXF/78809cvnxZLvFWH9qv0c3NDTY2NtV+Z0xFEATMmjULa9aswf79+6sEryIiInDs2DGdZcePH9dblqw2SktL5Wyx1157Tadhu3TeqKgoOeNMOq9SqUSbNm0AAN27d4dCoTB4ji1btsjH3LJlS51fT2lpKQoLCw2W69L3/fT39wcAnc+wrKwMMTEx1X6GmZmZGD58OCwsLLB58+YqzcxN8XlIpbOio6ORmpqKzz77DBcuXJAzy5YtWya/b7W5ngHg559/xuTJk/Hbb79hwoQJOuv0fR76aH83iIiIiFoyBjOIiIiINFJTU/HNN99g9uzZePnllxEeHg4AyM7OhoODAxwdHZGRkYE5c+bU+thPP/00vv32W/zwww948sknDW5XUlKCwsJCODs7w97eHgkJCXj99dd1tpkyZQpWrlyJw4cPo6ysDCtWrMCZM2cMHrNNmzawt7fHN998A7VajdOnT+uUvUpKSsIff/yBrKwsKBQKODk5QaFQyHcve3l5VZmAf/755/HFF19g586dKCsrQ1lZGc6fP499+/YBEHuFnDt3DitWrEBZWRkOHz6MH374odr36Pnnn8d3332Hv/76CyUlJSgqKjI4qf34449j06ZN+Ouvv1BeXo5Tp07ho48+wowZMwCIvRSOHz+OkpIS2NjYwM7OTi7r9dhjj+HUqVNYunQpCgoKIAgCYmNj8ffff1c7vjNnzsiv5+jRo1i+fDkee+yxavfR5u7ujgcffBCzZs2SJxYTExPlyf+a3lNjjBkzBhYWFnjttddQWFiIpKQkvPDCC7j77rvh5eVl9HGM8cILL+DIkSPye3jixAmsXbsWt99+u8520mcp/VdcXIysrCysWbMGCxcuxJkzZ3D69GmcPn0aV65cQZ8+fXT6qygUCqxevbpeYzUzM8Pjjz+ON998E5GRkSgpKcGnn36K69evY/LkyfU6traysjI8/PDD2LNnD/bv3y8HsLRNnToVly9fxtdff42SkhLs378fK1euxKxZs3SOU1RUJPchkd47KaC5du1anDlzBqWlpSgpKcHatWvx008/YfTo0QbHNnDgQLRr1w5z5sxBbm4uYmJi8Oabb2LatGmwsbEBADz77LP4559/sHv3bqjVahw8eBC//vor7rvvPoPHren1pKWlYfXq1cjIyAAgZlg8/fTT8Pf3R6dOnfQe093dHWZmZjoT8N7e3hg9erTcU6ewsBCvvPIKrKysMGbMGL3HSUpKkkuFrVu3Tn6d2p5++mmsXLkS+/fvR0lJCb7++mtcvXoVU6dOlbeRvsPl5eVQq9Xy91gSHR0t915JSEjAtGnT4OXlVWOfiuLiYhQVFUGtVqO8vBxFRUU6vZi+/PJLPPPMM9i4cSPuuOOOao8lMea7UdP3i4iIiKjZaqLG40RERERNbtCgQYKlpaWgUqkEe3t7wdfXVxg7dqywfv16ne02bdoktGvXTlAqlUJ4eLjw+++/CwCE7du3C4IgCLt37xYACKWlpYIgCMKCBQuE/v376xyjtLRU8Pb2FgIDA4Xy8vJqx7Vq1SohMDBQUKlUQpcuXYRVq1YJAIRr164JgiAIarVaeO+99wQ/Pz/B0dFRmDZtmjBp0iRhypQp8jECAwOF5cuXy8/Xrl0rhIaGCiqVShg1apTw7rvvCr6+voIgCEJCQoIwdOhQwdnZWVCpVEJoaKjwySefyPseP35c6NKli+Dk5CQ4OjrKy7ds2SL069dPcHZ2FpydnYXevXsLf/31l8771rFjR0GlUglDhgwR3nzzTSEwMLDa1/73338Lt912m+Dg4CC4uroKkyZNktdpv+eCIAjr168XunXrJtjb2wuhoaHC+++/L5SVlQmCIAhr1qyRz+3k5CTcfvvtwtGjR+V9L126JIwfP17w8vISHBwchPbt2wvvvPOOwXFNmTJFmDRpkjBt2jTB0dFR8PPzExYtWiSo1WpBEAQhKipK5zOSVP4u5OXlCXPnzhWCg4MFlUolBAcHCz/88IPR76m+cU2ePFln2fnz54WRI0cKLi4ugo+PjzB9+nQhIyNDXj9o0CBh/vz5Bo9Z2eTJk3W+W5LZs2cLnTp1EhwcHAR7e3shLCxMmDdvnlBYWKjznlT+z9fXV/jss88EZ2dnITc3t8px161bJ1hYWAhxcXFCdHS0YGFhIVy9erVW70Hl74ogCEJBQYHw0ksvCQEBAYKjo6PQv39/4eDBg/L6VatWyddEda/d09NT+PHHH/WOZc+ePQIAwdraWlCpVDr/adu9e7cQEREh2NjYCIGBgcJXX32ls37BggV637uoqChBEARh6dKlQps2bQSVSiU4OjoKERERVY6hT3R0tDB69GhBpVIJLi4uwqxZs4SioiKdbb777jshNDRUUCqVQvv27XV+jhhS3etJS0sThg0bJri4uAhKpVLw9fUVHnzwwWo/U0EQhPfff1/w8vISHB0dhZkzZwqCIAjp6enCtGnTBB8fH8HFxUW44447hIsXLxo8xltvvSUAEJRKpc5nMWrUKJ3tvvjiCyEgIECwsbERunXrJuzZs0dn/aBBg6p8Fto/yzZv3iwEBQUJtra2goeHhzBjxgyda86QwMDAKscdNGiQvB6AYGFhUeW7tG/fPoPHNOa7UdP3i4iIiKi5UggCb78gIiIiagy9e/fG2LFjMX/+/AY/l7+/P959990am26TcaZOnYqysjKdZtHU8JYvX47Tp0/LJamIiIiIiOjWZVHzJkRERERUX5s3b8b58+exadOmBj9XXFwckpOT5TJZRC2V1ByciIiIiIiIwQwiIiKiBubv74/CwkIsW7YMbm5uDXqun3/+Gc888wxmzJiBvn37Nui5iIiIiIiIiBoLy0wREREREREREREREVGzZtbUAyAiIiIiIiIiIiIiIqoOgxlERERERERERERERNSsNVnPDGtra7i7uzfV6YmIiIiIiIiIiIiIqBlJTU1FcXGx3nVNFsxwd3dHXFxcU52eiIiIiIiIiIiIiIiaET8/P4PrWGaKiIiIiIiIiIiIiIiaNQYziIiIiIiIiIiIiIioWWMwg4iIiIiIiIiIiIiImjUGM4iIiIiIiIiIiIiIqFljMIOIiIiIiIiIiIiIiJo1BjOIiIiIiIiIiIiIiKhZYzCDiIiIiIiIiIiIiIiaNQYziIiIiIiIiIiIiIioWWMwg4iIiIiIiIiIiIiImjUGM4iIiIiIiIiIiIiIqFljMIOIiIiIiIiIiIiIqAGVl5dDEISmHkaLxmAGEREREREREREREVED6nHXDPj3nYQzF6839VBaLAYziIiIiIiIiIiIiIgaSEpaJs5cuoH4pDQs/XF9Uw+nxWIwg4iIiIiIiIiIiIiogZy7Eik/zsjOacKRtGwMZhARERERERERERERNZBzlyuCGZnZuU04kpaNwQwiIiIiIiIiIiIiogZy7koUAECltEFWTl4Tj6blsmjqARARERERERERERERtVbnrkTC080Z3h6uyMxmMKOumJlBRERERERERERERNQA1Go1LlyNRud2IXB2tGeZqXpgMIOIiIiIiIiIiIiIqAFExiSgoLAInduGwMnBDlk5eVCr1U09rBaJwQwiIiIiIiIiIiIiogZw7rLYL6NzWzEzQxAE5OTmN/GoWiYGM4iIiIiIiIiIiIiIGsC5K5EAgM7tguHsaAcAyGQT8DphMIOIiIiIiIiIiIiIqAFcjYoFALQPC4Szoz0A4Pb7nsOxM5ebclgtEoMZREREREREREREREQNIDU9G3YqW6iUtnIwIy4xlX0z6oDBDCIiIiIiIiIiIiKiBpCelQ1XJwcAgJODnbz8ti5tm2pILRaDGUREREREREREREREDSAtIxtuLo4AoJONYW5u3lRDarEYzCAiIiIiIiIiIiIiagDpWTlwdRKDGUP7dYePpxs2fLeoiUfVMlk09QCIiIiIiIiIiIiIiFqb4uIS5OUXwtVZLDPl4+mG+CN/NvGoWi5mZhARERERERERERERmVh6Vg4AyGWmqH4YzCAiIiIiIiIiIiIiMrH0TDGYITUAp/phMIOIiIiIiIiIiIiIyMTSM7MBQC4zRfXDYAYRERERERERERERkYmlScEMJ5aZMgUGM4iIiIiIiIiIiIiITEwqM8WeGabBYAYRERERERERERERkYmdvxoFAHBnMMMkGMwgIiIiIiIiIiIiIjKhC1ej8PVP69G9Uxt0ahvc1MNpFRjMICIiIiIiIiIiIiIyoYMnLqC8XI0Fz0+BhYVFUw+nVWAwg4iIiIiIiIiIiIjIhJJSMwAAAT4eTTyS1oPBDCIiIiIiIiIiIiIiE5KCGV7uLk08ktaDwQwiIiIiIiIiIiIiIhNKSs2AmZkZ3F2dmnoorQaDGUREREREREREREREJpSUmgF3F0eYm5s39VBaDQYziIiIiIiIiIiIiIhMKCk1A94erk09jFaFwQwiIiIiIiIiIiIiIhMRBAFJqRnsl2FiDGYQEREREREREREREZlIXn4hCgqLGMwwMQYziIiIiIiIiIiIiIhMJCk1AwAYzDAxBjOIiIiIiIiIiIiIiEwkNSMLAODu6tSk42htGMwgIiIiIiIiIiIiIjKR9MwcAICrk0MTj6R1YTCDiIiIiIiIiIiIiMhE0jOzAQCuzgxmmBKDGUREREREREREREREJpKRnQsAcGFmhkkxmEFEREREREREREREZCIsM9UwGMwgIiIiIiIiaoXUanVTD4GIiOiWlJElBjOYmWFaDGYQERERERERtTKbdh2CechQHDl1samHQkREdMtJ1wQznB3tmngkrQuDGUREREREREQa3/22CeOmz0dRUXFTD6VeXv/4OwDAL+t3NvFIiIiIbj3pmTlwcrCDhYVFUw+lVeG7SURERERERARg8+7DmP7KRwCAE+evov9tnZt4RHWXmJIOAHCwVzbxSIiIiG4tuXkFiE1MYYmpBsDMDCIiIiIiIrrlpGdm4/s//4UgCPKy/46dkx+fvxLVFMMyCUEQkJyWCQDy/4mIiKhxtB36CK5FxcHVmcEMU2NmBhEREREREd1yJj71JvYeOQMvdxfcMagXAODC1Wh5/fmrLTeYER2XJD9OSE5rwpEQNa6DJ84jLjEV9901pKmHQkS3MCk7Mio2sYlH0vowM4OIiIiIiIhuOXuPnAEAXL4RIy+7eD0a7UIDYG+nxLnLkU01tHpb8esm+XF8EoMZdOvoP/EZ3P/M21Cr1U09FCIiODvaN/UQWh2jghlFRUUYP3482rRpg65du2LEiBG4fv06AGDw4MEIDg5GREQEIiIi8OmnnzbogImIiIiIiIjqo7S0TH585tINAEBhUTEiYxLRqW0wOrUJbrGZGSUlpfjqh3VoG+KPPt06IEFzdyjRrSQ1Pauph9Ai3LgZj5zc/KYeBlGrov07xvrl7zbhSFonozMzZsyYgStXruDMmTMYN24cpk+fLq/79NNPcfr0aZw+fRovvPBCgwyUiIiIiIiIyBTOXanIujh5/ioA4PL1GKjVanQIC0KQnxfSM3NQXFzSVEOss4TkNGTn5mPM0L7w9/FASlomSkpKm3pYRI0qNjGlqYfQ7OUXFCJs0GQMfmB2Uw+FqFXJLygEAEx/YAzahwU28WhaH6OCGTY2Nhg9ejQUCgUAoE+fPoiOjm7IcRERERERERE1CO3SUheuRaOwqBgHT54HANzWpa1cFiIzO7dJxlcfUsNvTzdn+Hq6AQAuXotuwhERNb64xNSmHkKzJ9X0P3XhWhOPhKh1ydMEM1S2Nk08ktapTg3AlyxZgnHjxsnP582bhzfeeAMdOnTAe++9h5CQkCr7LF68GIsXL5af5+TkYOvWrQAAR0dH9OnTB4cPH0Z2djYAIDQ0FAEBAdi9e7e8T+/evVFQUIBz584BACwtLTF06FCcOXMGSUligzMfHx907twZO3fuRFmZmNbTpUsX2NjY4OjRo/Kxhg4diqioKERFianDTk5O6N27Nw4ePIjcXPEX1vDwcPj4+GDv3r3yfn379kVOTg4uXLgAALC2tsbgwYNx+vRpJCcnAwD8/PzQsWNH7NixA+Xl5QCAiIgIWFpa4tixY/Kxhg8fjuvXr8uBIRcXF/Ts2RMHDhxAXl4eAKBNmzbw8vLCvn375P369euHzMxMXLp0CYAYbBo0aBBOnjyJ1FTxH2x/f3906NAB27ZtgyAIAIBu3brBzMwMJ06ckI81cuRIXL58GTEx4i/zbm5u6NGjB/bv34+CggIAQLt27eDm5ob//vtP3m/AgAFIS0vD5cuXAQBKpRIDBw7EiRMnkJYm1mQNCAhAu3btsG3bNnm/Hj16QK1W49SpUwAAhUKBkSNH4uLFi4iNjQUAuLu7o3v37ti7dy+KiooAAO3bt4ezszMOHjwoH+v2229HUlISrl4V76Sys7ND//79cezYMWRkZAAAgoKCEBYWhh07dsj79ezZE6WlpTh9+jQAwNzcHMOHD8eFCxcQFxcHAPD09ERERAT27NmD4uJiAEDHjh3h4OCAQ4cOyccaNGgQEhIScO2a+I+/vb09+vXrhyNHjiArKwsAEBwcjODgYOzatUver1evXigqKsLZs2cBABYWFhg2bBjOnTuHhIQEAICXlxe6du2KXbt2obRUvJOqc+fOUCqVOHLkiHysIUOGICYmBjduiOnxvJ6iAfB64vXE64nXE68nXk+8niS8nng98Xqqej1l5Yjb9+gQjBMXo7Bm7SbsOXwGCgVQkpuKzHTxru7Im7E4c+q4fKyWcD0dOiN+Vx3sbIESK5gpFBg3/VVc2vkDkpOTeT3xegLQev99khw7dQ7jRg7gv0/VXE9/b9gCbbyeeD0B/H3PFP8++QWFAwCSkxKxdetWXk91uJ6qoxCkK8FIixYtwoYNG7Bz504olUrExsbC398fgiDgq6++wtKlS3Hx4sUaj+Pn5yd/sYiIiIiIiIgay6KvfsL8j1bgm0Vz8ORrn2DezIew8o8t8PFwxanNK7B4xe+Ys3Ap/vvzC/S/rXNTD7dWlq/ZiBmvfowtqz/AqMG9MW3uh1j5+2YkHP0L3h6uTT08ogalCBoMAJj75IP44NUnm3YwzdxvG3bhgWffAQAI0XuadjBErcjJ81fR464ZWPTyE3h11uSmHk6LVF3cwOieGQDw8ccfY+3atdiyZQuUSiUAMUIIiBG4Z555BpGRkUhPZ4MxIiIiIiIiap6yc8SGt0P6doOTgx3e//oXpKRlYlj/7gAAF02ZqfkfrcDWvUcNHqc5Sk4T72L1dHMBAHRsEwQAuB4d31RDoltQQWERDp240OjnlUrEsWdGzRKSK+bupLukiaj+8vI1ZaaULDPVEIwOZixevBhr1qzB9u3b4eTkBAAoKyuTU0UA4K+//oKnpydcXXm3BxERERERETUv3//5L/7eul8uM+XiZI/77xoir59+/xgAFROie4+cwagpcxt/oPWQlKoJZrg7AwBCA3wAADduMphBjeeRFxah38RZOHKq5sodpiT1eo1LYs+MmiSkpMmP0zKym3AkRK1LfoFYUstOZdvEI2mdjOqZERcXhzlz5iAkJARDhoi/6FlbW2PXrl0YM2YMiouLYWZmBjc3N/zzzz8NOmAiIiIiIiKiupj60vsAIAcwHOxUWDT3CWzcdQjdO7VBu7BAABXBjJZIagDu7uIEAAgN1AQzYhKaakh0C1r7r9gXIDouCb27dWi08xaXlAAA0jNzGu2cLZV2ZkZSagY83V2acDRErQcbgDcso4IZfn5+MNRa4/jx43qXExERERERETUXxcUl8uOsnDyolDawtLSAi5MDLu/8AVaWlvJ6F6eWHcxwdXaApaX4536IJjODZaaoKWhfV42huERsrpudm9eo522JEpIrMjOSUjPQtQnHQtSa5GuCGczMaBi16plBRERERERE1BIlplTchZyVkwcnBzv5uZ1KCSuriknXypkZ2oGQ5i45LVPulwEASlsb+Hi6MTODmkRhcXGjnUutVqOsTOz9kJ2b32jnbYkefXER9hw+LT+XytMRUf3lF4plppiZ0TAYzCAiIiIiIqJWLzGlYrIuNjEVjvZ2Brd1cXLQed4QE30lJaV4Yt5HOHbmssmOmZdfgOi4JAT5eeks9/d217kLm6ixZOc0XlBBysoAxAa8bGqt3/pt/+HHtdsAAI/cMxJARXk6Iqq/igbgzMxoCAxmEBERERERUaun3ew2ITlNJzOjMlsba53n2lkdpnLy/FWs+HUTeo17CsXFJdh/9KzcZ6AubsYlYdYbS1BSUoo7bu+ps87Z0R6Z2Sy7Q40vJ68RgxmVMqhy8woa7dwtye+b9gAAEo7+hTeefRQAkJmd24QjImpdpMwMlplqGAxmEBERERERUatXOSDhaK+qxb6mz8zQPubf2/7DkAdnY+JTb8Kvz73YsvtIrY+34NNV+GHtVgDAmKF9dNY5O9qjoLAIJVp3rhM1FO2eq7GJKcjIapxm3MWVvt8sNaXrWlQcOo6Yit827oKPpxu8PVzloC7fKyLTkTMzWGaqQTCYQURERERERK1eQrJuMKO6zIzK7nnqDdy4adoG2vHJqfLjS9dvorxcLS5PSsPKPzbX+nhSKayxw/sjNNBXZ53UA4R3X1NjyM6pyAL66oe/4RoxtlHOWzmYkcPMDB1z31uGi9eiUV6uRniQ+DNCCuoymEFkOvkFzMxoSAxmEBERERERUatX28yMxKN/Yecvi+Xn67cfMOl4tIMr2/YfBwBMuGMgACA9s/Z3sguCOHGyfsW7VdY5O4qBm7oGM8TGymV12pduPWmZ2U1yXimYIZWJy85laTVtl2/EyI/DNMEMKytL2FhbISuH7xWRKQiCgOQ08eYCZmY0DAYziIiIiIiIqNWLr9QAu6bMDC8PVwzuE4HJ44cDAOISU6vdvra0G3IfOnkBADDxztvRLjSgTg3Hc/MLYK9S6l0nZWZk1DGY8eiLi2DTdiQDGmSU1PSqwYzGKHFWXCL2zHB3dQLAbANt2/Yd0wlmhAf5yY8d7VUM/BBVkpiSDsfOY/Dn5j212u/tz1bLNz9YWVk2wMiIwQwiIiIiIiJq9a5Hx0OlrLhLMiTAp8Z9zMzMsPLDV6BQKBCbmGLS8SSkpMNOZYtObYPlZZ3bhsDL3aXuwQy76oMZdcnMEAQBP/+9A+XlasSaOKDTGqVlZCElLbOph9FkysvL8d7XP1dZ3hglzqTMDA9NMCMnl2WmADGzavLshToBXCl7BQAcHewY+CGqZPPuw8jJzcfk2VWzHavzyz875ccKhcLUwyIwmEFEREREREStXFFRMaLjkjCwZxd52ZSJdxi1r5WVJbzcXRCbYLpgxqsffIvt+4/Dx9MNQX5eAACV0gZtQ/zh5e6CzOxcFBeX1OqYuXkFsDdQn9vFiGDGviNncOeUucipNKl5LSpOfhwVm1irMd2Kxj3xOu6c+kpTD6PJnL54HRt2HNSZLAeA9EZoAl4RzHAGACSmpuO3DbtQVFTc4OduzhJT0pGWkY2Hxg3Hvt8/R5d2obj/riHyeid7BjOIKhMEAUDts8rKysoBAD8ved3kYyKRRVMPgIiIiIiIiKgh3YhJgCAI6N6pDWY+PA6d2gbXqvyDv7cHYkwYzHj/618AiNkirk4OAIARA26DtbUVvNxdAAAp6Vnw9/HQu/8L73yJv7f9hyULnsXYEf0BALn5hQj299a7fUVmhv5SMgeOn8Og+58HADy74HMoFGJJqty8ArQN8Ze3i4xJwNB+3Wv7cm8ZxcUlOHrmEtRqAcXFJbC2tmrqITW6lLQsAMCSBc9ixqsfy8szGiOYUaybmTFn4VIAwJrP38ADY4c1+PmbKykIGRLgjYG9uuDMv9/prHd0UOHSjZtNMTSiZku7r1VRUTFsKgVo9SkuLkF0XBIm3nk7Hho3vCGHd0tjZgYRERERERG1alciYwEAbYL9MHZEf6NKTGkL8PVAUmqGSer+F2rdJf7oPSPx4vRJsLKyxMKXpgGAHMwwVGoqKzsXS1b9hei4JMx+50t5eV3LTEXGJGDAvc/Kz39YuxXf/7UVG3YcxJ7Dp/HNLxvkdVGxSca+zBYtL78As974TKeviTEuXb+JsrJyqNVqXIuOq3mHVkhq/i0FFCR1aWpfW5V7ZkhuxCQ0+Lmb0tlLN/DUa58Y/L5K162UBVaZo70KuXkFKC8vb7AxErU0cUkVZRVt292BZCPKP0o3TrQJ9q9xW6o7BjOIiIiIiIioVbtyQwxmaGcZ1Ia/twcEQaj15LY+8ZoJkgfuHoov3n4O944ejMLLW9Gxjdg7o3Iw49T5a3j7s9U4evoSAOC3jbvl8hdRsYnI0pSkKi0tg51Sf5mp6oIZZy/dAAD07NpOZ/nnbz0HF03WiKebWLYnshVOCucXFOLXf3bqNDffuu8Ylv74N1b9saVWxzp7OVJ+fOl6TDVbtl6pGVkAqgYUMrIav2eGxJQl4pqjpT/+jW9+2YDOdzyuNyAhZWYYytxytFcBEEvVEZEoPkn333tjgqJSWcbwIL8GGROJGMwgIiIiIiKiVk0qodI2NKBO+/t5uwPQvVOzrqQJkj7dOsBOJWZSmJlV/GkuBTMSU8QSF4/P/QBvfbYaLy78CgCw+9ApAMAbzz0KADhz6QbyCgoBAPYqQ5kZYuNffcEMKWvl0XtGystGDuyJZ6feg9s6twUADOjZGd4erq2uZ0Z5eTm63zUDDz73P2zadVhefjM+GQBw8vy1Wh3vjCYwBIhZGreitAwxM8PN2RFuLo7y8vSs7AY/d+WeGQBgY21l0hJxTa2wqBjXK2X9XL4hBs4ysnJw42bVCdeaghlSY3D2zSASTX5+ITbvPqyzrMiIPlZSQLttKDMzGhKDGURERERERNSqnbl4AwG+nnKGQm05aMo35RcU1Xss8ZrsDl8vN73rpQnHi9eiAQCxieJE7Mnz11BaWoZzV6IQEuCDQb27AgD+O34Ozy74HABgb6c/M0OltIWlpYXeJsxSMKNfj07yMndXcRK6Z1cxmNGjU1uEBvrg+s14419oC/Dpd3/gqub1awcfbsaJwYxTF2obzLgOG02fjFs2mKEpM+Xm4ogzW77Dyg/FZuiNmZnhaK/C398uxNXdP8Hfx0O+hlqD2W9/ifDBD+OL1WsBiE2Kz1+NktdrP5ZExSbC0V5l8Oefo70YzMjK0d9Th+hWcjUyFr+s3wFAvNHAVtMrIy+/sMZ9dx08CaWtDXp0atOgY7zVMZhBRERERERErVZxcQkuXo9G1/ahdT6G0tYGAJBfWP9ghlSqysdTfzAjPNgPbi6OOHDiPEpLy+ReA4VFxTh5/iquRMagc9tgRHQIAwC8/vF3WPPPTgCGMzMUCgUCfT1xPbpqMOJKZCxcnR10ymK4uzgBAMYO7w8nBzuMHtIbbYL9kZ6Zg/TMhr/DvjHk5ObjjU9WwtVZLKV1TfPevP3Zany++i8A4iSwvmwWfQRBwJlLN9C1fSh8PN1afZ8GQ1LTs2BubgYnBzv4eLrh7uF9Aeg2AH/spffh1m2sXC6tvjKzczH5+YU4ce4KAMDayhLjRg5AeLAfAnw8Wk1mRmlpGb77fRMA4K3PVgMQy9GlZ+bgti5i4PH8larBjJvxyQb7ZQAVZaaYmUG3sj8374EiaDAWfvmjvKx9WAB++mw+AMgZkIbkFxTi4MkLuL1XF1hrgtrUMBjMICIiIiIiolZLasosTf7XhVJzZ2aBCYIZUpkpXwPBDIVCgX7dO+HUhWu4GS827vX38QAA/LB2G8rL1ejcLgSuzo7ycomhBuAA0DE8CNei41BcqVTGlcgYtA0JgJ2qIqtD6nfQK6I9Ms9uRNcOYXK/ESmTo6U7ffE6iopL8MpTD8HV2QFXImOQm1cgTxJLjM3OSExJR1pGNrq2D0Owv1erK8llrLTMbLg6O8ql06RsAO2soNV//ov0zByjGuoa4+CJ8/hl/Q4sWSUGoaytKiYS/b09kJObj+xWkHWw7+gZlJerAYhZFIIg4JymrM2k0YOhUCh0MjNy8wpw8MR5xCenVflZoY3BDCLgmTeXAAB+XLsNrs4O+O7Dufhz6dtyL6qaMjOOnL6EkpJSDB/Qo8HHeqtjMIOIiIiIiIhardMXrwNA/YIZmsyMgsLieo9HKjPl7eFqcJv+t3VCebkaG3ceAgCMG9EfZmZmWPrj3wCAzm1DAFR9TYYyMwCgU9tglJerdYIR6ZnZSM/MQdsQfygUCnm5m7Njlf2lYIZUn78l+/aXDRg/43UAQLeOYWgT7I+rUXG4GlU1UHPy/FWjjnnmotgvo2uHUAT7eyMtIxt5+bdeQ+W0jGyd74+5uTmcHOzkMlP5Wnc3myp7paxMt+m1tbWl/DjAxxMAWnSpqdy8ApSVleG/Y+cAAO3DAqFWq1FQWIQjpy8BEPvahAb66GRmjHl8HvpPfAalpWXw83I3eHwpO0nqd1Ibzy5YgveX/gwAWLN+J3qNe6pVBI7o1qOdTTFx1CA8ft9otAsLlAP9NWVmRGp+nnUIC2qwMZKIwQwiIiIiIiJqtaTJ+w5hgXU+hkopBTPqn5mRlpENZ0d7WFlZGtymvWash09dBCAGL+4c3EteP7RfNwBAtw7hOvvZq/T3zACAjuHBAIBNuw7L5X2k90YKVEikMlPa5MyMGy0/M+PJ1z6Ry0dFdAhDm2A/pKZnye+3NmObgJ+7It4h36VdiNz3JCo2qcp25eXl+Gf7AZSXl1dZ1xqkZWZXCYa5OjvI5cm0J9v1lT2ri9KyMp3n1lrXVoCvmJHQUktNZWbnwqHTaDzz5hJcjRIbf/fs0g6AGOQ4cPwcrK0s0aNTG4T4++BmfDKysnMxeuor2H/0rHyc6jIzPN1cAADJabXLlDlx7gq+/H4dXv1wOU6ev4qHnv8fjp253Op661Drl52Th1itnxH33z1EfmxsZkZcYioAwM/bcOCQTIPBDCIiIiIiImq1bsQkQKFQyBPMdaG0MV3PjNz8gmrLQQGQ76I+qSlx5OnmjNdmPQxzczN8s2gO3DTBhsqZGSplNcGMNkEAgNc+Wi43N5UCE1WCGa5VMzNCA31hbm6GK5EtOzOjrNLEt5uLE8KCfAEAm3cfkZf/9Nl8hAX54uT5qygvL0fwgAfwv89/MHjcuCRxIiskwAfBflIwo2qpqZ/Wbce4J+Zj9jtf1vu1NDdSjxc3F93vj4uTAzI0wSPtsl2myswoLa2UmaEVzPD31gQz4pNNcq7GJjX6/uaXDbgWHQcvdxf4eokl6rJy8nDo1EX07NoO1tZW8PdxR0FhEf7ZcRBb9hzROU51mRmebs4AgOS0zDqNDQCmv/KR/LikpEzf5kTN1onzVyEIAkYN6oWnHxmPQb27yuuMzcyQ/g1gMKPhMZhBRERERERErdaNmwnw83avV0NOpa3UM6N2ZaZGPDwHY6e/prMsL79QvtPTEGmy8prmTmxPN2f069EJmWc2YsZDd8vb9b+tk87EcXau4fIundoG4/H7RgOAPNEpBSbahgbobKuvzJSlpQUCfb0Q2cS9INas3ymX26qL6LiKbIlnp94DAHJz5K37jkKhUKDg8lZMHj8C3Tu2wdWoOETHJSE6LglvLl5p8LhSiR5XJweEBIjBjEg9k/VSRsjXP62v82torn5YuxWCIOC2zm11lrs42ssNwDfuOiQvN1VmRklpqc5z7Z4ZAZqMhFjNXdMtzQ9rt8qPj525jPBgP7mc3OFTF5GTm49+3TsBqAhY6PveVTfB6qHpkVPbYIZ2JtOpC9fkUnWVPw+i5k76t3b24/fiq//Nhrm5ubzO2MyM2IRUKG1t4ORg13ADJQAMZhAREREREVErJQgCbtyMR2iAT72OU9syU/9sP4COI6Zix38nsGHHQZ11eQU1BzPcXBxhaWkhP/d0F8vAVM7o8HBzRurJ9fjz67dhb6fEiAG3GTymmZkZvvtwLjqEB2GfpvzM5RsxMDc3k98fKUOj8p31kiA/L0THJcllqprCQ8//D7Pe+AwlJXWbML0WJU6gL3v3RXz+1nMAKoIZ5eVqBPh4wFbT8D082BeCIOD42Ss1Hjc1IwsO9ipYW1vJx7upJxtAaoxdXq6u82torj797g+4ODlg1qPjdZa7Ojsiv6AIV27EYPPuIxg3oj+8PVxx46aJMjMqZdtYWlRMRErllWISWl5mRklJaZVSZeFBfnCwF38O7D50GgDQK0IsOyUFLC5evwkA6Nejk7xfdZkZNjbWcLRX1SqYUVJSWqWcVN/uHcV1pczMoJZFyqLTl8FZm8wMf293nf5T1DAYzCAiIiIiIqJW55Plv+G9pT8jOzdfLiNUV1IDcGPLTL3wv69w8Vq0/Fw7CJKbVwB7u+qDGWZmZvD1dJOfS2VgDJl45yDknN8sBz2qM7BnZ8QmpGDe+99g/fYDCA30lft3HPjrSxz7Z5lcxqqyYH8v5OYVyHfZN5bU9CzMePVjXNJM0gIVjd1r61q0eAdum+CK0lpS8AHQLd3lpXk/tUsjGaLd+Fr6vFIzsqpsl52bLz+W+my0BoIg4Fp0PPp06wAHe5XOOhcnewDAz+t3QBAETL13FEIDfUzWW0GaPPfRXDPOjvbyOpXSFi5ODoiJb3k9M6JiE6FWqzGgZ2d5WXiQLxzsxPd3z5HTAIDundoAqCipJV0n7740Td6vptI3nu4uteqZcf1mPMrL1TrLpOuocnCJqLmLik2CQqFAoK9nlXW2NtYwMzOruWdGUipLTDUSBjOIiIiIiIioVcnMzsVL736N+R+tAIB6Z2YobaQyU8YFM6T+FJL4pDQA4oSvMZkZQMXEbHiwnxxMMYW7h/cDAHywbA0CfT2xbOGL8jpXZ0fcpmkurI9016p2qabG8Mv6HVi+ZiM6DJ8iLzt44nydjnU1SuwTEh5cEeDy9nCVH/fQKpEkLT91oebASWpGFtw1GS02Ntawt1MiJT2rynY5eRXBDKk0VWuQmZ2LkpJSeHtUDai5ODoAqAhAtQsNQFigLzKycuSyW/VRqglm/PzZfORe2AzHSmVeAnw8EJvY8oIZUuBt8rjhmP7AGIQH+2HUoF6w19wpHhOfDCcHOzmIIE2kSsEMezslVn74Cp6aPLbGnyGebs61ysyQzqEd/Av2F8fR2jKOqPWLikuEj6er3nKUCoUCdirbajMzcnLzkZObX20GFJkOgxlERERERETUqpy/EgUAGNCzMzqEB+HOwb3rdTxrayuxl4KRPTMqT+bFaer1FxWXoLxcXWMDcABy9kN1paPqYszQvpjx4N2wU9li/fJ3MaRfN6P3lSZN9TW2bkhl5eVVlh06eVHPltXLyMrBf8fOwd3VSQ4WAdCpj96jcxv5sRTMOH2p+mCGIAhiZoZWeS4PVyek6JkczsktkB+bYiK/uUhKFe/q1w4MSVyddYMZ/j4eCA0UA4w3TJCdIWUC2NpYw05V9doK8PFEbGIKyvV8j5ozqSRa+7BALH//ZVzd/RMiOobrZL5079RGLmsjTaRKGRP2KiUeu+9OfP3ui6iJl7sL0jNz5MBQTS7fEPvtDOzVRV4m/XxgmSlqaaJiE/WWmJLYKW2rzcyQMjG1s/yo4TCYQURERERERK2KFMyYP+thXNi+Gl217h6uC4VCAZXSBvkFxmVmZGTnwtvDFT8veR2AWH4CqGggakxmhjQxPrhPRB1GXL1v3puDpGNra/2+SJM9k55+C/FJjddQuXIGg0ppI0+mGmvbvmNwjRiLM5duYHj/HnLvisq6dwyXH0sT81JQwsZAE/m8/EIUl5TCXas8l7uLE1L1ZF5oN2nPaEXBjMSUdAAVpbm0SWWmYhNS4OLkAJXSFmGBYmaMKfpmSJPn2n1mtHVuF4yysnIcOX2p3udqTFIZrvBgP53lDlrB0E5tguXHjg52cn1/oGqPnep4ujlDEAS9pdH02XfkLCwtLXC7VjBD+v6zATi1JLl5BUjLyK4+mFFDZsbWfccAAMP69zD5+KgqBjOIiIiIiIioVZF6EXRuF2KyYyptbVBQZFwwIz0zB55uzmijmYSUMjOkyRDtCUdDflz8GpYseBYT77y9jiOunsqIgEplbbQmVX/dsMuUw6mWNMG64+dPsOKDl9GnWwdExiYY1Yh8zsKleHPxSiz7+R952VA92SjrvvkfXnnqQXhpZRZUnph3rNQLAhBLj0nj083McEZKemaVMebk3YKZGU4V74u/phRSqCaYYYq+GVI2gaWF/mDGuBEDAADrtu6v97ka07XoOChtbaq8p/Za2SeV+wF5uDprbWf8NS716DEm6yozOxe7Dp3EiAG36dyJbmUp9t5hZga1JD//vR0A0DE8yOA2dkpbnLsciQWLV8nL9h4+jVlvfIbS0jL8u/coHOxV6NOtQ0MPl8BgBhEREREREbUy569GwcnBTqeUUH0pbayNLjOVnpkNFycHuezLax8tx6ETF5Crmci211MKp7Igf28899hEgxkETcHNxQlbVn8AALWqr19faRnZMDc3w9B+3THt/jEICfBBXn6hUT0nFq/4Hf/7/Ad5IrtjmyCMHd6/ynbj7xiI9+c9qbPM1sZaJ4ChrhSYuHz9Jnx6TUT44IcBQCczw8PNCWVl5eh3zyzEJlT0a9DumdGaghlSZoa3e9VghpSZAYglpoCKSXhTZmZYGcjMuK1LW/h5u2PjzkP1PldjSM/MxsIvfsCFq9EIC/SVy0hJtMtMSeW6JFLfFjGbzPhgRt/uHQEAe4+cqXa7jKwcDJ88B2Vl5Zh45+1y03sAsLIS33/2zKCWQq1W49UPl8PP2x1PPzLe4Hbm5uK/w+98/j0EQUBsQgoGPzAbS3/8G+u3/4ejZy5jSJ8Ig9lhZFrN57ciIiIiIiIiIhOIjElAm2D/KpOA9SGWmTJcZkJSVlaG7Nx8uDo7wMOt4i7pVX9uqVVmRnM1oGdnAEByaiMGMzKz4ebsKH+eIZpyIJExtZsI/+zNZ3B+22qdz6Umtprm7wBQWKQbzJo+7yNk5+ZDrRZ7FDg7VkzaS4GNw6cu4sHn3pGXZ+fmw1Nz/oys1hTMkDIz9JWZcpAf+3uLwQxnR3vYWFshJb3+3yOpZ4ahiUSFQoHQAB+9Ddmbo+mvfIQ3PlmJhOS0KpkXgG6ZqdAA3WCG9N22U9nW6udf74j2sLG2wu5Dp3SW7z96FvfPelsutfbfsXM4ef4q2oUG4IG7h8Ld1QmAeJ1ImRmlZS2rNwndupLTMpGVk4dxI/pXW5bt2JnL8uPU9Cw5mwMA3vpsNdRqNXp2bdegY6UKDGYQERERERFRq1FeXo6k1Az4epkuKwOQykzVnJmRmS32RHBxtIeZmRmOb/gGgFh6qjaZGc2VSmkLWxtrJKdlNNo5KzfXDtFM4NZUEqesrKLczeP3jcYzUybU+tzaddS1gxmCIODomcu4c3BvjB7SBwAQoMk6AMQG4JIDx8/jtw27cPzsZeTkFcDP2x1mZmatKjNDKjOlr2eGn6a0FKD7HtWmD011SmvIzADEyfbKwajm6sCJ8/LjcD3BDKWtjfy4csNhKYhmTAk2bTY21ujbvSMOHD+vc91899sm/L5pN/pMeBoAkJUj/nz7YN6TUNraQKW0xZ5fP8PV3T/K7z97ZlBLIWXNSVmUhmgHqm/cTMDRM5dhZmaG0EAfXLgaDQDo2j60wcZJuhjMICIiIiIiolYjJT0L5eVq+HhWLXdTH2KZqZonXtMzxdJHrpryKz06t4WHmzOS0zIqMjPq0K+iuVAoFPB0c9YpM/Xkq5/gp3XbGuycqRnZOiWcQgLEAMPP63eg7dBHDAY1cjUN16fdPxrffTgX5ubmtT730v/Nxp9fv4377xqC8nK1PNGbnZOH0tIy+Hi6Yv3yhdj1y6cYMfA2eT8rK0ud4zzw7DvoOfYpZOXkwcnBDs6Odq0umOFor4KNViaLxNbGGjcP/Ib/zXkc0x8YIy9XKW2Rb8Q1VZOSGnpmSGMoKi6p9SR/Y8svKERGVo78vHLzbwA6GRfWlZrSS2WmiopLan3u8CA/FBYVIzu3ohSadK6o2ESUl5fL67TLrw3qEwE/bw85M6akhD0zqGWITRSDGf5aQVZ99v62BONHir13HnzuHazbuh+d2gTjiQfukreJ6BDWcAMlHQxmEBERERERUasRnyQ22/b1rP5Oy9pS2tpU6ZmRUqlvRHl5Od796icAun0CpMn/vPyWX2YKEF+PVLInL78A367ZgEdeWNQg5yorK0Nmdq5OZkZ4kB8sLMyxcechXI2Mxe8bd+vdV8qEcbCr2rjbWBEdwzHxzkFyuanCInGSWArmeLg6w8LCAkP6ddPpbyKV/xk5sKfO8XJy8+Fgp4Kzoz0yWlEwIz1TN3umsgBfT7z+7KNw0wpKqWxNlJlRQ5kpQAxmCILQ7Ps5nDx/DeXlavm5dmaQtr7dO8qTq9qksk9ldSj15OggXifawQztx/kFRXJmhnYwQ8LMDGpppMwMqfydIZ3bheCt2VMBADfjkwEA7UIDMGXiHfI2vjVkd5DpMJhBRERERERErUZCstiI2NSZGSqlDQqLiuX+CD/8tRWet03A9v3HAYiT7pt3H8FP68Ra2i6OFX0CPFydkJKehdx8qcxUSw9muCAlPRNqtbrBG4FnZudBEASdRsOODna4547b5eeGeiFUvN/1L+tVEcwo1jmnp4H+G3cM6oVj/yzDhu+qBnkc7cVgRmvKzMjIztXpjWEMpa21UX1oaiIFKKovMyVmMDT3UlNSU3uprE3H8CC92x1c+xXWfbuwynIPV+P7wVQm9eLIztEfzMgrKER2riaY4WBXZX+pZ4aUKUPU3MVpbn6oKTMDqChvKLln1EB4ebji/VdmYPHrs0zao4uqx2AGERERERERtRrxSWkAYPqeGTZinfrComIIgoDH534AAHh2wRLMfW8Z2gx5BGOnvyZv7+leMano6eaCnNx8eaKyxWdmuDujrKwcmdm5DR7MSM3IAlBxx7nkvVeeQPuwQADApes39e6bk6vJzLA3fTBD6hlS3eTxbV3aVSk3BYglgJwdWlkwIysHLlp15Y2hsjVNmSmp4XR1ZaZsNOWYCutQfqkxSZkP33/yKrLOboSnnh4k1XGvJjumJo72YoBCClhUfpxfUCQHN5z0BjOYmUHNzwdf/wKXrnfjs+/+qLIuNkEMZvh41Hzzg72dEqMG9cKL0+9DzvnNuO+uIQCAV2Y+hBemTzLtoKlahn/SExEREREREbUwCSliMMPH09QNwMXJ7PyCIsQlpsqlYK5ExuKjb37V2faPpW/hjtsrygtJd+9Hano7tOQG4EDF6/n57x065TlKSkr1Tt7XhxQA0s7MAMS7ZC/u+B5dRj1uMJhh2swM3Tv7pcwMDzenGvc9tPYrxCSkIDM7F0/NXyyXY8ovKEJ6ZrbcX6WlKi4uQX5BUa1fh8kagBtZZgqoWy+JxpSZIwa4XJ0d9GY/1MTeru7fdal0lBSwOHLqItIzK/p35OUXyusc9JxHuvZLmZlBzcjBExeQmZ2LD7/5FbOn6QYdYhNT4OnmXKX3jCFbvv+wIYZItcTMDCIiIiIiImr2flq3DRt2HMTFa9HV1r2XMjOMudOyNqS+C7n5BYjR1Nk25N7Rg3WaTXtosgquRsYCaPmZGb6aQNHzb3+BgyfPy8uTUjNMfq40TUN1Q/0Y2ocG4mZ8st7m7KYMZsh39mt6Zkj9UgyVmdLWp3tH3HfXEMx46G5sXPke3n7hMQzr3x0AcN+st+s9tqYm9f7Q7hNjjMql2+qqpKQU5uZmOj1LKqucWdNcSZkZ+jIfjCEF/arrX2KIdjBj+/7j6DPhaUTHJcnr8woKkZ2TDzuVrc7PN0lFZgaDGdR8FJdofmZrSiNqi01MMarEFDUvDGYQERERERFRs1ZYVIxHXliEsdNfQ8cRU/HF92sNbhuXlAqlrU2d7mqujlSqKDs3Xy4xpM8Xbz9XZZmnm1gq5sjpS7C1sYZXLUvHNDcPjh2GHp3bAAA27jwkL09ITjP5uVI1GRCVMzMkbUP9IQgCrkfHV1knlZmyt6t/8Ej7zv7M7Fxs0/RKqU2PAoVCgTFD+8LFyQHT7h+DCXcMxK6DJ+XX2FJlZIl372v3iTGGyraidJshV27E4M/Ne6o9TmlZudyvwRBb65YVzHCuZckuSdvQAPyy5A0cW7+s1vtqBzP0XU/5mp4Z+pp/AxVlvlhmipoTKQBdXq6Wf1YBYp+rxJT0Gpt/U/PDYAYRERERERE1G39s2oO/tuzVWXbo5AWd5/8dO2dw/5vxyQjy8zJ5M05pAi8nN1/OQKhc0uWfFYvwzJR7quyrHbxoFxqg967mlsTRwQ4/fjofAHD5Roy8PDGl4TIz3F2c9K4P9vMGAERpSnhpkzIzpKya+pDv7C8uxpyFS+XvpKtz7SbwJQqFAqMG9QJQ/fe5JcjIqmtmhhhkkkpNJSSn4bJWybCbcUloN+xRTHr6LdzUyhCorKS0tNoSU4D+BuB7D5/G56v+qtWYG5rUR6WumRkA8OC4YQjy9671fto9M7Q/SynjJa+gEFk5efJ2lUllppiZQc1JYXHFNa/d4ykpNQPl5Wr4ebs3xbCoHhjMICIiIiIiombjvllv4d6ZC3TKQew6eBIA0CbEH0BFjfzK1Go1bsYlIcjPy+TjkibEc/IK5AmRbT98hHdefFzeJtDXU+++UhYDALlpdUvXJtgPSs2d9ZLE1HSTn0fumWGgbE5IQM3BDJP0zNC6s3/rvmPy8voEpgb26gIA2Hf0TP0G18TkzAynWmZmKMXvj9QEvNPIx9B++BQUa/pa/LB2m7yt9nteWWlpGSwtqv8cpDJhiSkZ6HfPLNw/620MfmA2nn/7C0Tr+e40laycPFhbWcrBs8bk6FDxM06bj6dYsk9qAG4o0CKXmaqmDCAACIKA9dv+q3E7IlPQLkGYkpYlP5aafzMzo+VhMIOIiIiIiIiaBe3GsWcu3pAfHzp5ESqlDS5sW4WQAB+DPSuS0zJRXFJqMKhQH1LD22ytzIwu7UPx+rOPyNsEGKi97aHVV6F9WIDJx9YUzM3N0bV9qM6yhuiZkZqRBcBwMCPYXwpmiHfuZ2Xn4tEXFyE6NhG5eaYsM1VxZ7+ZmQKWlhY48NeX9Tpmu9AAuDg54MjpS/UeX1NKl4MZtcvMUGom7PMLCpGXXyBnJew7ehYAdMq5bdlzxOBxjCozpTnXgePncOjkBfy+abfWsY/WatwNKTM7t15ZGfUhZZ+lZ+boZLD4eIg9cvIKxAbghspMmZubw8zMrMbMjF//2YXxM17Hsws+r9X4ioqKkaX5jhAZSyozBej+TIlNFH+P8GdmRovDYAYRERERERE1C/FJqfLjnQdPyI9T0jPh4+kGCwsLBPh4INZAMEMqRdMQmRlSaZWcvHwkp2XC3k4Jpa2NTjkrp2rq3EsT/4Z6P7REr82aDADw9RInO3Ny801+jrSMbKiUNgbvVPf1coOlpQUiYxMAAD+u244f127D2Cfmy3eYm7LMVHZuPuKT0jBuRH/069GpXsdUKBRoE+yHyJiEeo+vKSQkp6HvhKex5/BpAIBrrTMzKspMaZfa2rTrEPYfPSs3n+7RuQ32Hztr8DjGlZkSP7/YxNQq6zbtPlRlWVPJyslrsmCGdJ2s/H0zHnv5A3m5dH1n5eShsKjYYDADELMzDGXOSaRJ5J/Xb6/V+Prf+yycu94NQRBqtR/d2rQDc9plpuRgBhuAtzgMZhAREREREVGzoJ1xcfBERZ+MjKxcuGgCBf4+HsjKyZPvutcmTX42SGaGvW5mhqdWtsWvX7yJr/43u9r9137zP0x/YAwenjDC5GNrKncN64ebB37Dv99/CEC8c9sYgiDg+z//RZ6mDFR8UioSU/SXqErLzK42AGRubo4AHw+5zJTUfPjc5ciKMlN29S8zJZUpuhIZC0EQ5IyQ+goJ8EFyWibyjXzvmpO/tuzD4VMX8aOmHFR9ykztPVJRamvJqr9w+33PYdOuw3B2tEdEhzCkZ+YgTZOlU1lpaZlc4sgQKZgRpwlm/Pv9hzi3dSV6R7TH0TOXazXuhpSZnVfn5t/1ZSggJJVpi09KA4BqgxmWlhYoKak+mJGeKWby5BcU6ZQTrMnJ81cBAEXFJTVsSVShsKhYDlhIwYzS0jI5COvnxcyMlobBDCIiIiIiImoWYhKS5cc3bop3qwuCgPTMbLhqJrSlUk6d7nisygRwdINmZlQ0AE9Oy9Rp6n3/3UPx9CPjq90/JMAHy99/GXYm6N/QnAT4eqJtiFg6Ky/fuAn5PzbtwdSX3sejL76H3zbsgl+fSRj/xOt6t03NyDZYYkoSEuCDqNgkqNVqebIaEMsVmZubyYGI+pAmwy9eixbPabJghnica1FxWPvvvlpN7jY17ebnCoUCHq5Otdpfpem5kl9QhBsxCVAoFFj40jSdbdxdndAuVPx+XYmM1XucktIyWFoY1wA8TpP95e3hik5tQ9AmxB+p6VnIzsmr1dgbSlNmZtSkIphheHxWlhZyQNGQm/EVzdzPX4ky6tyZWuWlWmLgj5pOQVGx/DuBFMxY+MWP2LhTzMjy8XRrsrFR3TCYQURERERERM2ClJnhYK9CVFwiBEFAQWERiktK5YlTaeIhJj4ZZy9F6ux//WY8AJjsrnltUgmW5LRMpKZn6WRm3OosLS1gbWWpNzOjpKQUK3/fLPdDycjKwc14MWi1but+PPLiIgDA0TP6+0akZWTD3cWp2vO3Dw1EQWERVv2xBbsPnZKXx8Qnw9vDVacUWF1VBDNuAjDddyzE3wcA8MiLizDxqTfx1Q9/m+S4jUG7fMuj94ystsyaPnJmRkEh4hJT4enmjGcenQBvD1d5GzdnRzlYdvlGjN7jlJbVHMyQAloJyeKEvBQgCw/yA1Dxs6MplZSUoqCwqMkyMwzx9xHvXI9PFgNB1QVbrCwta+yZIV3/QEXQuiZSVgYAFBQWV7MlUYXy8nKUlJTCy90FtjbW+O/4OUTFJsql5ZYseLbGEnXU/DCYQURERERERE1Kuus2RjPJNbh3BHLzCpCemY2MLHGdVI//rqF95f0SU3VLE12+EQMXJwe41/IOcWNImRk//b0dgiBgwG2dTX6OlszeTqk3M2PRVz9h2twPseDTVSgqKoZrxFjMfW+ZvL68XI2ObYIA6E6OA+L3oqCwqMbPs2sHsR/J9Fc+wplLN3Qmw2c/fm8dX5Eue5XY30EqZ9UmxN8kx5UyM6Q71C9cNe5O9eZA+ryG9O1WY5k1fVS2mp4ZhUWIT06Dr5cbHB3sEHPwNzkbw93FUX5sMJhRWgYrK+PKTEmknyfhQb4AxMyYppat6TlTXRmnhtYhPEjn+axHx2PezIcAAAnJ4s9bR4fqe2bUnJlREcyIS6raw0Sfk+evyY/zC4uM2odIKklma22NeTMfwtXIWIQMfBAnzl3FhDsG4rnHJjbxCKkuGMwgIiIiIiKiJnPy/FW4dL0bS3/8GzdiEmBrY41eEe0AAFGxSUjPzAZQUY8/wNcTO37+BADw24bd2LDjIACxHNWl6zFoHxZgkjvxK7O2toKVlSXKysphbm6GB8cOM/k5WjI7pa3ezAwp2+bwqYv4c8veKuu7dwrHnYN7A4BO34w/Nu3B8MlzAAB9u3Ws9txd2oXoPHdzccT65e/i3tGDaiz/ZaywIF95QtzJwc5kpcxCAnx0npeVl5vkuI2hsEicKHxv7hNyM+/akDIz8vILkZCcBl9PMQPAwsJCntB3c3FEsL8XLC0t6llmqiKYoVLawFqTqREeLGZmXItu+swM6foxRY+Xujqx4Rv06tpefj7/mUegUtrC3NxMvj6rbQBuZVltz4yiomIkpqSjW8dwAGK/nPNXInHFQKBKImXUAEABgxlkJCngqrS1xhvPPYoVH7wsr+t/W6emGhbVE4MZRERERERE1GBeencpBtz7jMH1W/ceAwC88L+vcObSDXRpF4JQzQRvZEwC0rPEZrHa9fmlfhW/b9qNsdNfQ1JKOtIyspGRlSPfxd0QpFI1g3pHwFOrZwYBdipbvZkZ0sRnTEIy3v/6lyrrx48cAB8PsXSYVJMfAO6b9ZZcWmZY/+7Vnrtjm2Cd57EJKRg7oj/+WPp2lTvy68rCwkKegO3aPtRkATNfLzf4eVc0oI2MSTTJcRuDNKlc1/dYaSvuFx2XhLKycp33QTqmQqGAhYUF/LzcEasJjFVWWmZ8A3AAOg3lpTJT16KbPjNDej+VJvrO1oWNjTU83StK6NlYW0GhUMBOK1hVbTDD0gKlZYaDGRNnLgAAjBrUCwAQn5yG4ZPnoN2wR3H45AWD+2Vp9TTJL2Awg4wjlSSztbGGQqHAtPvHYPeaT9GtYzjuGzOkiUdHdcVgBhERERERETWYT5b/jgPHz+OGgZr0UtPvkpJSpKZnIaJDmNyPICo2sUqZKQA6zbcBYPY7X+LY2csAgPZhgSZ/DZIcTRmYQb27Ntg5WipDmRm5+QUAxNr4F65G60wqr/zwFbzy1IPw9RKDGdp3X2uT7p43xNbGGhYW5vLzhgpouTiJvQzqkoVgiJmZGYb1qwjW3IgxrodAc6B913NdSO/jpetiHxLpewBUBB+kc3h7uOpk7mgrKS2rse69rVYTeFetYIaDvQoebs4mKzOVnpmNd7/8Ue4RUxvSxKtS0xi9qai0zi+9b3Yq7WCG4Z4ZlhaGy0wlpqRj8+7DuOP2nnjzuUfhaK/Ctag4uSnzG4tXGjyuVIILYGYGGU/6+aH9787gvt1wctNy+Pt4NNWwqJ4YzCAiIiIiIqIGt3XfMb3Lz13RbeId0SFMbvKdnJYpl5nSzsxw0QpsAMBvG3fjsZc/ANBwE9naBvRkv4zKDGVmpKRnyY9v69IWP376mvz8sfvuhIWFBXw8xR4XsYninfdlZWUwMxOnKzav+sCoLIi4Q38g6dha/Pjpa/jz67fr81IMmjjqdgDAuBH9TXrcpyaPlR/HJqSgWFPnvbmTykzVNTPD39sdDvYq+WeDr2dFMKNDuBiU9PMSszV8PF2Rkp6FMj13/ZcaUWbKRiuYoZ2ZAYh9M+qbmfHZd39gw46DePr1z/D6x9/ho29/rfUx5MyMOgaHTEUq/wVALselnZlR1wbgUqbV+JEDYGNjDV8vdxw5fUlev+/oWeTrCYgCupkZBUVsAE7GqQhmWNWwJbUkDGYQERERERFRg9C+g3abnmCGIAg4dyVKJwDRrWM4nB3FybKT569h5uufAtANYGhPbn/5zvMwMzNDiubu3obMzJD0jmhf80a3GCkzQxAEneWpWsGMe+8chBB/sYSYFKwAIAevXl60DF9+vxZJqRlQq9V4duo9uHNIb6PO7+nuAk93Fzw8YSR8vdxr3qEOptw7Cqc2LccTD95l0uP26d4RqSf/xstPPgBBEBAdl2TS4zeUwuKqdz3Xhp1KiXdfmiY/D/DxlB8vnDMNi1+fhbdmTwUgZmYIgoCNOw8hsP/9OHbmsrxtbctMaQdGAbHUVHpmDjKzc+v0OkpLy/DC/77C2OmvyQG5Kzf09/eoTvPJzKgIXEg/az3cKkpPVd8zwwIlJVUzM/73+Q+46/FXAQDdO7UBUBGoAoAendugpKQU2/cfx2VNpo42lpmiupACrk19TZFpMZhBREREREREDUK7bFBkbNVeACfPX0VObj5GDeqFrT98hIcnjED3Tm2gUtrCwsIc+46ekbd1rZSNIWkfFogencXJMRtrKwT6eurdzhT2/f45fl7yuknLDLUWdipblJerq2QVpGZkwczMDLMeHY/nHpuIiI5heGv2VBz7Z5m8jbeHq/z42QWf48ZNsdSSXwMFJepKoVAgomN4gzSYd3Nxkvs3NFapqbz8Avyz/QDUanWd9pfLTNWjx8OsRyfgr2Xv4OP5M3F77y7ychsba7wwfRJsNMf20XxHvvh+HWLikzH8YbE5vCAIKCsrr7HMlJWVpfy4bYi/zjqpjNn1OjYBj0tKlR8f0vR9SM3IqvVxCoqavmcGoD8zRDtrpvqeGfozM97UKiHVpV2IeEytsmLPPDoBADDhyTfQfvgUbN17VGd/lpmiupCuKVvrpr2myLQYzCAiIiIiIqIGod3QWcqcAIDM7Fxcvn4TX36/DgDwyD0jMfL2nvjx0/mwtLSAQqHQKWXi6uwg371fWXiQH9qHitkYbYL9YW5urnc7UxjYqwseGje8wY7fkkllaO6c+goWr/gdr37wLQRBQGpGNob0jcCX78yWm7AumD1VvjsbEO+af/+VGRjStxsA4PVPvgOgO9l5KwgNFLNWpGBOZUdOXZRL9ZjCwi9+xLgn5uOT5b/Xaf+CwmIoFAq5FFFdKBQK3DPqdsx54v5qr10p4JWUmgFA7F8TE58s96awsrQ0uK90Hsn9d+k2/q1vE/CY+OQqy1LSM/VsWb1mk5mhrHp+7WvR3k5pcF8rS/09M9poAkjD+neXA1R3Desrrx87oj/cXCrKf334jW6ZrqycPDkglc9gBhmJZaZaJwYziIiIiIiIqEHEa2VmpGZko7y8HABw1+Ovov3wKfh1wy707d5RZ2Jb4uxoLz+OOfh7lTuv13z+Bh6eMAK+Xm5ymar2YQ3fL4P0kxoE7zl8GnMWLsX7X/+Cn//ejpzcfLi7ONW4/yszH8KG7xahbYg//jt2DkDzy8xoaKEBYjDj9MXryM0rqLK+z4Sn0eOuGcgvKMS897+R+8nUldSv4N0vf6xTn47ComLYWFs1SKZKZVIw4+K1aHlZVGyiPHFuaWF8ELNdpVJ04UG+AIALV6P1bF2zm3qCGakZtf9smk3PDNuqmWe+nhXXonaJuMoMZWakZWSjX49O2Pbjx/KyCXcMxMBeXdA+LBAuTg7o2aWdvG7XwZOI1mTzCYKA7Nw8OTuHmRlkrPr29aHmicEMIiIiIiIiMpnComLcP+ttHDh+Ti4z1aVdKNRqNSxCh2H5mo04eOI8AKCouAQPTxih9zjODmIwQ2lro/dO5QfGDsOPn86HmZmZHMxojObfpJ+dntJbj7ywCADg7upk1DFUSlus+fxN+Q7sWy0zw8/bHZaWFlj5+2Z0HDnV4HZffr8OHyxbg8nPL6zzudRqNS5pehNk5+bj8KmLtT5GYVFxo00SSk3itcUnp6G0TAyQapeRMuTSju8Re6hqFkqH8CD4ernhm1/+QVYd+mboC2ZoZ6IZq6VkZlTH0tIcpaVlOr1zSkvLkJGVAz8vd51AiEKhwK5fFuPMFt1MLGvNZ/nnlr0AgPyCQpSXq+XsPPbMIGNJgS8GM1oXo4IZRUVFGD9+PNq0aYOuXbtixIgRuH79OgAgJSUFo0aNQnh4ODp16oR9+/Y16ICJiIiIiIio+Vq3dT9+37QbY6fPR1yiWEu+W8cwef2MVyvuzFUoFLjnjoF6jyM1AdcuPWLIyNtvw4wH78aUe0fVZ+hUD1JmhuTVpyfLj308qk5EG9KtUziWv/cS7h7eD0F+XiYbX0tgbm4ul02KTUgxuJ3UIHzrvmN1Ok9GVg7MQ4YiOS0T3TqGAwB2HjxZ6+MUFhU3WhaBvqbucYmp8vtlaVF9zwxAzMjw8/aostzKyhLvvjQd6Zk5eOX9b2s9tpiEqsGMojpkujSXnhn1CWZI5b7KNEEmoKLklqe7c5XtLSws5Ky7t2ZPxdjh/XH235Wwt1Pij01iMENq/i0FtKSgD1FN5L4+TZztRKZldGbGjBkzcOXKFZw5cwbjxo3D9OnTAQDz5s1Dnz59cO3aNaxatQoPPfQQSvXUxyMiIiIiIqLW72acOLEnCAKOnL4EB3uVPGGqzdnRHi/PeABeBia6pTJTDtXUZ5eolLb45r05CPb3rsfIqT6UNhUToJ+8/jTefXk6tqz+AF++8zyenDy2Vsd6dOId+GfFIlgYMUHd2pib65+m0S4DdfzcFflxXn7VclSG/LZhF9798kedUk1zn3wA9nZK7DxQ+2BGQSNmZjg72sulpvy8xcBGXFJqncpM6fPIPSMxrH93fLtmA85djqzVvjfjk/VmU0gTqcZqLpkZ2teyxNdAz6LKPDRZWFejYuVlUp8TL3eXavf19XLH+hXvok2IP3pHtMfF69EAKpp/+3hoMjMKC40aCxHLTLVORgUzbGxsMHr0aLkOYp8+fRAdHQ0A+P333/HUU08BAHr27AkfHx/s3bu3YUZLREREREREzdqpi9cAiJOyR89cxrB+3fU27/7r63fwwatPGjyOFMywaMCG3mQ6Gdk5AIAAX0+8OP0+KBQKjBrcG7MenaDT/4Sqt+/3zwGgSo+YHK0eGsfPVgQz2g59FD3HitfRzbgkjHlsHhJT0qscd8+hU3jg2Xfw+sffIUaT9fHW7Km4/+6h6B3RHqcuXNMpDWSMwqJi2Fo33iRhp7bBAIDObUNgbm6GuMRURMWKWSqO9nb1OraZmRkem3QngNo1At+y+wh2HTyJbh3DqpS6itL0fDBWs+mZoSczQ9/PcH1GD+kDAPhn+0F5WbKm5JanW9XMDEO83F2Ql1+I/IJCZmZQnRUWSw3AGcxoTep0m8OSJUswbtw4pKeno7S0FF5eFamfQUFBiImJqbLP4sWLsXjxYvl5Tk4Otm7dCgBwdHREnz59cPjwYWRni02SQkNDERAQgN27d8v79O7dGwUFBTh3TmwGZmlpiaFDh+LMmTNIShL/AfPx8UHnzp2xc+dOlJWJ6YZdunSBjY0Njh49Kh9r6NChiIqKQlRUFADAyckJvXv3xsGDB5GbK9ZIDA8PrxKc6du3L3JycnDhwgUAgLW1NQYPHozTp08jOVm8A8nPzw8dO3bEjh075AZ3ERERsLS0xLFjFWmgw4cPx/Xr1+XAkIuLC3r27IkDBw4gL0/8Yd2mTRt4eXnplO/q168fMjMzcemS2KzLxsYGgwYNwsmTJ5GaKqZx+/v7o0OHDti2bZv8C0m3bt1gZmaGEydOyMcaOXIkLl++LH9mbm5u6NGjB/bv34+CAvGXpXbt2sHNzQ3//fefvN+AAQOQlpaGy5cvAwCUSiUGDhyIEydOIC1NrIsbEBCAdu3aYdu2bfJ+PXr0gFqtxqlTpwCIaeUjR47ExYsXERsrRu7d3d3RvXt37N27F0WaNMv27dvD2dkZBw9W/IN4++23IykpCVevXgUA2NnZoX///jh27BgyMsTIf1BQEMLCwrBjxw55v549e6K0tBSnT58GIKbyDh8+HBcuXEBcnPhLi6enJyIiIrBnzx4Ua374dezYEQ4ODjh06JB8rEGDBiEhIQHXrol/sNnb26Nfv344cuQIsrKyAADBwcEIDg7Grl275P169eqFoqIinD17FoCYWjls2DCcO3cOCQkJAAAvLy907doVu3btkrOdOnfuDKVSiSNHjsjHGjJkCGJiYnDjxg0AvJ54PfF64vXE64nXE68nCa8nEa8nXk+NfT39d0R839M0DXB7dg5DdOQ1+VgH/voSi7/9BXkZCdi6NcXg9QRBDQDIz8vD1q1beT2heV9P9ioxg6aNvzu2bt3K66ke19Pgnh2w59hF5Obm4eDBAwCAxFT9PRgSktOQkJyGzZu34K2lf+LY+Rt498sfMf72TjrX07e//CPvs3Gr+N62DfTAtm3bYC6UobCoGBlZObh88bzR11NWVg6sXMWbXhvleioTf1bn5RfA3cURF69cx7tLxH4LE++8vd7XU3SkmJGRlpFd7fWUlZOPN5euhauTHQ6dugxbays8NWkYzly6gZKSikol2/ceRNsQf6OvpyvXxHLuN65fg5+3R5P9+3ThekUwR/t6+vT1p9CpbYg8lwdUvZ6UKhUc7FX45e+t6B4mBkDOXhODOvExUfK+NV1PhXnitRgZk4iJT74OAEhOjIOFuTmysnN0xsDf90T896nqv0/nL4i9gGysrfj7Xgv7+6k6CqGWofdFixZhw4YN2LlzJwoLC+Hj4yN/GQDgvvvuw6hRo/D4449Xexw/Pz/5Fx8iIiIiIiJq+crKymAZpvtH6I19v6C4pBQdhk8BAAjRe4w61vNvfYHPV/+F3hHtcfjvr009VDKxsrIyLF+zCVMnjeJdsPU0/ZUP8d1vm5F5ZgOcNFktpy9cQ7cxTxjcJ/bQ75jw5Bs4fvYKnp16Dz5/6zmd9T3HPilndIwb0R/rtx9A7KHf4eftgbc/W423PluNU5uWI0JPSThDXCPGomv7UOxa82kdXmXtzXv/G3ywbA3ahwXCwU6JmIQU5BcWITTAByc3La/38U+ev4oed83AwpemYf4zjxjcbtfBkxj20IsAgOEDeuDrhS8gLMgPrhFjkZGVI2/31uypWDB7qtHnf+SFd/HTuu0ovLwVNk14DUnvA2D8z2ttwx56EcfPXUH2uU04fyUSv27YhXe//AlH1y9Dz67tjDrGx9/+ipcXLcNzUyfi89V/AQD+WvYOHnv5A/Tq2g7bf/qk1uOiW4/0M+P63p8RGujb1MOhWqgubmB0zwwA+Pjjj7F27Vps2bIFSqUSrq6usLCwkKM8ABAdHY2AgID6jZiIiIiIiIhanNx83VrmIQE+CAnwkeuo10aZ5q49i3rWwqfGYWFhgZmPjGMgwwRUtmIz9QKtngvaZaaAqg3XYxNSkavZprxcrbNOrVbj4rWb8vPzV6Ngbm4m96Dw9xGbYscmpho1PrVaDf++k5CRldOon/e0+8cAAN6b+wT8fTyQmJKOnNx89I5ob5Lju7s4AQBS07Oq3S49UwxYvDBtErb+8BHCgvwAAFaVSoNpv+fGKCgshkKhgLW1Va32MzVzs1pNFVbh5e6CnNx8HDxxHp3veBzvfvkTHOxVCA8yfjLZ003sr/HrRvEO+NFD+mBwnwiobG2QX1BUr/HRraOkVMxAkBrTU+tgdJmpxYsXY82aNdixYwecnJzk5ZMmTcKyZcvw1ltv4dixY4iPj8egQYMaYqxERERERETUjEmTqXYqW+TlF2LkwNsAAK7Ojvhj6VuI6BBm9LEc7VUAIE+4Et0qpJ4J2pO2OXn5Otu4uzghTyt4GJuYgkxNb4GE5DSdbaPjklBQWAQzMzOo1WpExiTC18sN5pp+NP7eHvIxjHElMhZxmsCHrU3jTbyHB/vJmQKHT12Ulwf7e5vk+G4ujgCAtMxsveuXr9mInQdOyA26Rw/pDTOtiX+pZ4a5uRkCfb3kBtbGKigsgtLWWu5X21Qq9/6oLak3xrqt++Vl/yx/V84yqs0xUtIyEezvjU2r3gcgXhtSbxGimpRoSjpVDjRSy2bUpxkXF4c5c+YgJCQEQ4YMASDWvjpy5Ag++OADPPLIIwgPD4eVlRV++uknWDLiRUREREREdMvJzReDGXfc3hPb9h/HQ+MqSk7dO3pwrY41/5mHUVRcgvnPPGzKIRI1e1IDZu1JWykzw9XZAemZOVWadV+8Fo0UTaPleK1gRmp6FkJvfwgA0P+2Tth/9CwEQZADGADg7+0OAIhNMC6YcfT0JfmxuVnTZE6FB/vJj0MCTBPMsLWxhkppg9R0/cGMd7/8ETfjk+XnLk4OOuulCVNLCwu0DfHHroMnIQiCUcGJtz9bjX/3HoV7HbLYTK1daADmzXwI40b0r9P+UiDi371iHf6kY2vh6e5Sp2MAwJC+3eTH9iql3BCcqCZyZkY9A3TUvBgVzPDz86vyD6XE09NTpwEMERERERER3ZqkzIw+3Trgz6/fqdexVEpbLH5jlimGRdSiSHf+52sFM6Rrq31YIP47dg4FRcXYuPI9LF7xB3YdPIkdByoaAccnVQQz9h87Kz++546B2H9UfK4TzNCUmYpLMq7M1LGzl+XH0XFJ1WzZcNpoBTNMlZkBiBkvqRlZVZbn5RcgplKwx7VSMMNaM2FqZWUJTzdnFJeUIi+/EPZ2yhrP+9Znq8V9m8Ed5AqFAu+9MqPO+3tpAhfnr0TBy92l1oEM7WMAwJ2De8mPfb3ccOFaNNRqtU5WDJE+JSViZoYly1W2KrzyiYiIiIiIyCSknhn2qpon74hIP6WmD4W+zIxwTX+GgsIijBnaF/9+/yEUCgUOHD8PADAzM0NSagbKNT1nYjSZBHt/W4JuWs29/TTZGIAYOHRxckBMfPWZGZt2HcLwyS9i39GKAMnVqNg6v876kN4HwMTBDFcnvWWmLlyNrnKTr6tz5cwMTTDD0qLGklWGaAeiWirtrIralBbUJr1/ADByYE/5sb+3B0pLy+QsJEAMNNXU50Sfa1Fx8LxtAg6fvFCnMVLzx54ZrRODGURERERERGQSUpkpY+5EJiL9VEqxube+nhlSD5lCTXNwS0sLBPp6ytvdObgX1Go1kjWTvVJZpAAfDzg52Mnb+WsFMwAgyM8L0fHVZ1nc9fir2HngJM5djpTvnH9w7LDav0AT8NCaMHeuRS+Gmri7OCE1PUsncLHzwAn0mfA0ADEzQCJ9ThIpq8LK0hJuzuJkfF0m2Vs6qXk3ANzWpW2djmFubg57OyXahvjDQdM/CdCfRTTj1U9w29gnUV5ejj827UGanswafd5b+jNS0jLx2kcr6jRGav5Ky8RghmUzyHgi02Ewg4iIiIiIiExCKoXDzAyiupMagBcUFsvLcnLFa6tr+1AAYik3yfABPeTHt/fqCqCi/NPN+GSYmZnB18sdjnomhSUhAd6ITUiRy7LUZOzw/rh54Dd89uYzRr8uU1IoFBjarzsG9e5q0obZbs6OKCouQX5BRXP1jTsPyY9HDaooeVT5vFJdfksLc7n3RW0zM1oDT/eKQNPQvt3rfJykY2txerNuoEFuVp9QEcw4dvYyYuKTMeTBF3DfrLfw+eq1NR577nvLsOqPLQBMm9lDzUtJSRksLS1M+jOCmh6DGURERERERGQScmaGyraGLYnIEJXcM6NiQl3KzLhzcG+s++Z/WL/8XXnd6MF95MdtQ/wBAFcjxfJPMQnJ8PVyg6WlhU5mhp+XbmZGiL8PBEHQaXBdnfBgXwT4ejZpY92dvyzGnt+WmPSYUsZJYkqGvEwq8TX3yQfRr0cng/vKmRlWFZkZaRnGBTNsNaXFWgN3Fyf5cd/uHQxvWAOlrQ1sKr0vcrP6RLEkWmlpGaJiEwFA7geTkFx9qa6SklJ89M2v8nOPZtB0nRpGSWlps+hDQ6bFYAYRUQuWnZOnU0uXiIiIqCnl5ml6ZrDMFFGdSQ3AtTMzcvMLoFAooFLaYPwdA+HqXNFTYPiAHjAzM8OrT09GGymYERUHQMzMCNBkYTjYq+Q7lCtnZgT7ewEAnn7jU8QmVO2dUTljQ7tnRWsS5Ce+Dze1Sm4lpWbA2soS78+bAV9PN0O71qtnRll5ObzcXRC5f01dh95sWFpawMzMDG1C/KsEI+pL+t5KwYzouCSUl6t1ttEuz6ZPfKVgh1SyjVqfktIy9stohRieIiJqoQRBgFOXu9AhPAgXtq9u6uEQERERaWVmMJhBVFcqpSYzo0C3Abi9nRJmZlXvSbW3U6L46jaYm5ujpKQUZmZmuBIZi4LCIqRlZMsNlM3MzOBgp0R+YZFOk2YACAnwAQDs+O8ERj/2Cs5tXaWzPiZBN2MjPLh1BzOi45JQWlqGp9/4FP/uPQp/b3coFAq5Z4k+de2ZUV5ejtLSMgzs1aXVlDzKPrcR5ubmJj+uFEySAm7Xo+OrbJORlVvtMeISU3We5/PmwFaLmRmtEzMziIhaoLOXbmDe+98CAC5ei27awRARERFpsAE4Uf3JmRlFWsGM3Pxqy7dZWIh14a2trRDk54VzVyJx7nIkACA8yFfezsnBDr6eblUmmkMCKibRz1+Jwsz5izF2+mtQq8W73qNiKzIVzM3NENJKJt0rC/KvCGb8d+wcVvy6CWq1Wm5q7eMpBjM6twupsq+1lRUA8f2pTWZGsSbrxcbaqv4voJmwUykbpHSWjY013F2dEKsJSFyLjtNZ72CvQkZ2TrXHkIIZvbq2B1BzJge1XFLPDGpd+IkSEbVAd09/DTFa9WzLy8sb5M4XIiIiotqoaADOnhlEdSX3zKiUmeFgpzK0i462If7YsucI+kx4GgDQO6Kib8GL0++DuXnV+1oDfb3QtX0o7O2U+O/YOSz7+R8AQEpaJrw8XOVJ4/fmPoG2IQEmLx/UXAT6egIQgxmWlhV/X0m9NNxcnHB68woEaLbTZmVVMcXm5GAHc3Mzo3pmFBWXAGhdwYyG5O/tIZeZqhzMCA3wqTkzI0kMZixZ8AwG3vccgxmtWGkZy0y1RszMICJqgYo1v/BK3LqNw7Z9x6rUsiVqDV7/eAU6jZwKQRCaeihERFSD3PxCTV1/BjOI6kppKwYKtCdZc/ML4GBkxtPLMx7Qed4rop38+LnHJmLWoxOq7GNpaYHTW77D6o/n6SyX+gscP3sFAPDYpDsxYdRAo8bREiltbeDh5ozouCSd99/TvaIsV9cOYXB2tK+yr/akqZmZGVydHY3KzGAwo3b8vd2RkJyG8vJyXI+Oh421FVZ++Ap++3IBXJzskZFVfWaGFAjx83aHytYG+YWFjTFsagIsM9U6MZhBRNQCSTVtJVk5ebjj0Zdh32k0vvx+bRONiqj2UtIykZld/d1Tuw6ewoWr0cgv4B8aRES1tfCLH+AaMRYvvPNlowSFc/MLYKeylZsME1HtScFAnTJTeQVwsDcuM2NIv244vG6p/Fy7WXhNAnw8dfpySCV5jp29jABfT3hqMhRas0BfTxw4fh5TX3pfXqZAzT/TpElT6Wets4NdjVkCAIMZteXv44HycjWSUjNwLToOoYE+eOy+O3HfXUPg4uSArJw8lJeXG9w/LjEV5uZm8PZwhUppy8yMVowNwFsnBjOIiFog6W6TWY+O11leUlKKZxd8jq9+WNcEoyKqnZKSUrQb9ihcut6Ntf/uM7hdZEwCACAzO6+xhkZE1Gq8t/QXZGTl4LOVf+Lvrf81+Ply8wrY/JuonmysraBQKORJVrVajdw84zMzAKBXRHs8cPdQfDx/Zq3ObWlpgQAfD/n5rxt24diZy7hwNRo9u7St1bFaqsfuvRMAkJSaIS+rqQ8DgCqTpg72KrmPUHVaY8+MhuTvLX4/I2MSER2XhPCgimb0LpqMGUM3S+XlF+DUhWvw9nCFubk5VEobNgBvxUpKSnXKv1HrwGAGEVELlJGdi4G9uuCRCSN1lg8f0APeHq749Ls/mmhkRMZL1srKOHD8vN5t8gsKkZyWCQA1powTEZGuvPwCFBQWoUfnNgCA4+euNNi5cvMKsH3/cRw+dZH9MojqSaFQQGlrLQcz8guKIAhCrQKFCoUCa754E3OeuL/W59fOAv91wy70GvcUBEFAn24dqtmr9Zj5yDj07d5RZ9k7Lz5e437aPTYAwF6llPsIVaeoiJkZtSEFM/YfO4vycjXCg7WCGU4OAGAwI+a1j1YgOi4Jsx4ZD0DsT8PMjNaLmRmtE4MZREQtjCAIyMjKgYujvU7juSkT78CPi19DWJAvcoz4pZmoqWnf7ZaakaV3m6jYRPlxTeWoiIhIlxQM7t5JDGYkpWbgjU++Q9igh1BWVmay82zadQgOnUZj5CMvQaFQ4O7h/Ux2bKJblb1KiTxNic2cvHwAMLoBeH2FBvpUWdara3s88cBdjXL+5sBRq6TX0fXL0D4ssMZ9pPJcUkU/e5UtcvML9Jb4O372MtI1/TRYZqp2/H3cAQCfr/oLAHQzM5zEzAx9N0EJgoB1W/ejTYg/Xpn5EACImRksZdtqsWdG68RgBhFRC5ObV4DycjVcnBzg7eGKz996Dic3LsfqT16Fl4crVLY2KGCqLLUAOsGM9Cy920TGaAczWGaKiKg2pGBG2xB/WFtZIik1Awu/+BE3bibIzXxNQcquu3Nwb1zf+zM+eq12ZW2IqCo7lS3y8sVJVunufgf7xinhdnuvLrDTyrD67csF2P/H53B0sGuU8zcH2sEMOyOzzaS+GlLwwt5OifJyNQqLinW2y80rQM+xT6HjiKkAGMyoLSlzSPo3rmObIHmdnJmh5yaoyzdiEJeYilG395L7OqlsbZFfKGY+lZeXY+QjL7EHZStSWlYOSwYzWh0GM4iIWph0zV0mrs7iL2rPTr0H3TqFy+uVtjYoKCxulCafRPWRmJIuP04xEMzQyczIYWYGEVFtJKeKEz2ebs7w9nCVexABwI4DJ0x2nmvRcVAoFFi77B2d8jREVHd2SlutzAxNMKORMjMmjx+BnPOb5ecT7hgIK6tbq1SLo31F4MZOWbfSedLnVbnUlJQ1IE3GM5hROz6ebtjx8yd4bdbD2LTqfZ2SYO4uTgAq/s6IiU9Gdo54Q9SO/8R/90YM7CFvr1LaIC+/EH59JuHvbf9h+/7jeHbB5430SqihlZQwM6M14idKRNTCSL/8ujg66F2vUtpAEAQUFZfA1sa6MYdGVCtSZoalpYXBMlO6mRkMZhAR1UZymvhz1tPNBV7uLjh86qK8bueBk3j92UdNcp5rUXEI8PGADX/vIDIZO5UtEjQTslKZqcbqRyPdtb79p4+RX1B0S97ZrJ0Fo1LaGLWP5m2TSZ9Xbn4BPN1d5OXZufny4/TMbAYz6mBY/x4Y1r9HleXtwwIAABev3cQ7S77Hgk9XYdyI/vh7+bs4e/kGAKB3REXvF+mzTUhOw70zF+gca//Rs9i48xDahvrD19MNdwzq1VAvhxoIe2a0Trfev0hERC2c1MxMqgdamVIzkVBQWMRgBjVrUjCjc9sQXLwWDUEQ5D+eJZGxFXcRM5hBRFQ70s9ZTzdneGlNpAHADa0sjfoQBAHXb8ZXaZZLRPWj3Txazsywb5zMDMnwAbc16vmaE50yU3XMzLC3EwMiuXm6PRmycipKpx49fZnBDBMKCfCBrY01zl2JxNXIWADAifNXAQDXo+PhaK+Cm4ujvL3KVn+gqri4BA88+w4SktPkZUL0noYbOJlceXk51Go1MzNaIZaZIiJqYeTMDCf9mRlKzS9k+QXsm0HNW1JqBszMzNAhPBBFxSV6m+9FxiTKf7izZwYRUe1IJUykMlOS7p3a6NwZXB+JKenILyjSacBKRPVnp7JFYVExysvLkZMrNQBvnJ4ZpFtmqrYltuSeGSrx85IyayTaP39PXbzGYIYJmZmZoWObIBw+dRE345MBAGkZ2RAEAdei4xAe7Kdz85RKE6jy83bH04+Ml9dFxyWxbHMLV1JaBqD21y81fwxmEBG1MOlyMEN/ZoaUKssm4NTcJaak69wtnJqRrbNeEARExSaie0exJ0xNmRmr/9gC27YjkaKZvCMiupXlFxTir3/3QaFQwM3FUZ5Uc3FyQLC/F3LzCqBWq+t9nuvR8QDAYAaRiUnZAPkFRcjVNAJvrJ4ZpJuZUVvSJLgUfMrN1+2ZoZ2ZERmTwGCGiXVqE6zTp6SouARxiamIT0pDWKCvzrbSZxMa4IOv/jcby959EQBw/Wa8zudkYWFukn8zqfGUSsEMZma0OgxmEBG1MDGaO0x8PN30rlfaaIIZRcWNNiYiY0TGJKDTyKnYffAUDhw/h7OXI+Hv7SE36qschEhOzUBhUTHahwXC1sYaN+OTUVJSavD4j738AYqKS3Ds7OWGfBlERC3CK+9/g9T0LPh6ucHc3Bzm5uKffhPuGABHezsIglClKW1dXIuOAwCEBfnWsCUR1YYUgMwrKJTv7GdmRuOpSzCjcrlUQ2WmsnO1gxmJDGaY2G1d2sqPIzqEAQD2HT0DAAgP1g28S2WkpL+tQwN9AAD/7j2KwqJiPDNlAp6aPBZlZeVIq3TjFTVvJaXi343smdH6MJhBRNTCnLsSBSsryyp3lUikzAyWmaLmQhAE3H7fcwi9/SFcuBqNoQ+9gDkLl0KtVuPDV5+UgxmVm4BHxorNv0MCvFFYVIyDJ86j7dBHcOr8NXmb5NQMpKRloqysTF5mYW7e4K+JiKi5O33xOgBgw4pFAIC5Tz6ABc9PwWdvPiNP0pmi1NS1KDGYEc5gBpFJ2UnNo/MKkJMrBh7tGcxoNCYJZqhqzsyIiq0IZlizHI5JPHrPHfLjkQN7AgD2HD4NAFX+hpZKN3dtHwpADH442Kvw5ffrAABtgv3lMo3a/TOo+ZPKTFlaMDOjtWEwg4iohTl3JRLtQwNgaSBdUmlb0QCcqDnIyMrB/qNndZYdOX0Jt3Vpi0F9IuDuKjbhS02vuNvp7KUbOHZGzLAI9vdGsL83ALF+7aNzFqGsrAxqtRr9730GnrdNwIJPV8v75vO7T7WkVqtRrJlIIGotrkfHo3dEe0RoSvU5OdrjrRceg51KadpgRnQ8zMzMEBLgU+9jEVEFqczU5NkLcfbyDQD1K31EtaPdM6O2pFYLNfXMiOgQhtjEFDnYwcwM07C3U+KXJW/g/ruGYFCfrgCA3YdOAaiaRbhkwbP4eP5MzHniPgCAq7Mjjv79tbw+PMhXDmYkpmQ0xvDJRKSMfisrBjNaG36iREQtSFZ2LmITUjCod1eD28gNwDmhS81ElCbDorIOYUEAAA9XZwAVmRnxSanoeuc0ebv+PTrhnxXvoqS0DGv/3Yd3v/wJb322GvuPnsONmwkAgEVf/SRv31hZSQWFRfL1Ri3bU/MXY/majcg5v5l3vVKrkJObj+S0TIwYeJve9RXBjDy962vjWnQcAn092WCTyMTs7cRgxolzV+Vlzo76e+aR6Tk61D9w5GCvv8yUlJnRrWM4Tl+8LpfrYzDDdB4cNwwPjhuGC1ejAED+m6FyfydnR3vMeeJ+nWVtQwNwdP0yfPn9Ogzs1UUOhCSmpjfCyBvfn5v3ICevAI/fN7qph2JScgNwlplqdZiZQUTUgnz/11YAQJd2oQa3UdlWNAA/dzkSo6e+wobI1KSiYpMAAA72Kuxe86m8vEN4IADA3dUJAJCSLn5PN+06LG/j5+0OLw9XdGobgu6d2mDciAEAgHe//EmufVt5Ai2/QPcPxoZw8vxVqNqPwi/rdyC/oBDJqbxTqyVbvmYjAMOBN6KW5vrN6ptyS3cc1zczQ61W43p0PJt/EzUAKTND4mivgjlLaTaauvQneeDuoQCA+c88DMBwmSntzAwAuHjtJgAGMxqCv7eH/NjBXgU3F0ej9uvZtR2+X/wqVEpbOTNj2twPsVdTrqo1eXHhUrzxycqmHobJVfTM4H38rQ2DGUREzcyl6zeRVql3wBer16LD8CmY/c6XcHd1wj2jBhrcXykHM4ox8pGXsGXPEfy4bltDDplIr5KSUnz0za+YPHshAGDr9x9icN9u8vr2YZpghotumamNuw7J29w1tK/OMd0r/QHyxIN34YG7huosa8ispIMnzuPTFX/gnSXfAwCee+tzdBr5GHz73Au1Wt1g56XGEZOQ3NRDIDKJij4WBoIZDnUrM3X45AUkJKchJl68VhJT0lFYVMzm30QNQOqZIWFWRuOSgr5+3u5G79OlfSiE6D24764hACp6nJy+eB3+fSfJJVSzcvJgb6dEN00ZwIvXogEwmNEQHOxV6NQ2GIDYL6NyXxNjSMEMAPju980mG1tzEJ+UitiEFLlvS0uXnpmNuMQUAEBpaTkAZma0RgxPERE1E2q1Gi/+7yssWfUXenZthyN/fw2FQgFBEPDcW58DEP+oObvlO3hp/UJVmdQAfP32A0jS3C1+7nJkjedPz8yGi5NDnX7BI9Jnxqsfy9lEAOR66gN6dsZ/x86hY5sgAIBKaQsbayukZmQhL78AO/47gUG9u+LF6fdhWP/uOseUsjgAwMvdBd++9xI+XLYGgJihUVJSarDMVGZ2LtRqNVydjbsjS5+n5i/WuZ7SM3OQnpkDAIiJT0aQprcHtUzRcUlNPQQik5Du8m0TYigzQwxmaDehrcmp89fQ955ZAAALC3NE//erfM0E+3vVZ7hEpId0V79EalRMjcPS0gKXd/6g87tnbdlrAlJSmaKZry/G8Q3fIjsnH472KvSOaA+V0kb+3ZXBjIbRq2t7nL8SVef9vT1c8cyUCfjy+3W4GhlrwpE1vUMnLwAAiktafjBDEAT49L4XJSWlUEftrsjMYM+MVoeZGUREzcCugycx9MEXsGTVXwCAY2cuY/NusdTOTc1EgZmZGXb+vLjaQAYAKG3EBuCbdx+WszQOnDhf7T43bsbDo8cE3DtzAbKyc+v1WogAYM+hU/j+r61wda74w1v6Y3DTyvdxatNy+HqJd7opFAp4uDkjNSMLG3YcQmFRMe67awjGjugPVaUSCyqlLWw133Gp14YUFOnZpS0Awz0z/PpMglu3cXV+TYIgyPV29bl4/Wadj01Np6ioWH7MYAa1FodPXYSNtRU6tw3Ru17umZFjfGbGyQsVdfvLyspxPToeNzUZGoG+DGYQmVrVzIy6N6SmumkbGlCvIJKFhYVORk2ypvRvVm4enBzsYGVliZ5d2gEQAxkMZjSMLu3EfwudHOp2DSkUCnzx9vMYObAnzly6gbKyMlMOr0kdOnkRAFpFZsbWvUflpt8x8cnsmdGKMZhBRNTEDp44j2EPvYiDJy9g8vjhuLbnJ5iZmck13M9q7gL/9r056BXRvsbjaTckXjhnGh695w5cj46vUrpK23/HzkGtVmPtv/sQcvtDiIwxPGFbVzfjkvDtLxsgCILJj03NjxRA27TyfaiUNmgXGiBn/TjYqxChSauXuLs4Iik1A9/88g/MzMwwcdTtBo/toQmKeLqLwYzeEe0R4OuJ+8aIKf0FRVWDGaWlZSjQlJ/KzSuost4Ymdm5KCgswuP3jcb3n7yKyP1rcHLjcvz9rVhG68LV6Dodl5pWXFKq/JjBDGoN1Go1jpy+iB6d2xhsyl3RM8P4zIxLmoDtwpemARAn5W7GicGMID8GM4hMrXLPDGZmtEyebs7y4+S0TPy2YRdu3IyHj4cbAOCZKRMQ4OuJDd8tYk+UBvLkQ3fj5ScfwIoPXq7XcXp0boOi4hJcvhFjopE1rZzcfDkzo7xcjfLy8iYeUd0JgoAFn66Wnx87e1nOzLC04HXV2jCYQUTUxKTaqeu/fRc/ffY6woL8MKh3V2zddwx5+QU4d0UMZhi6u7IyqcwUALQLDUC70AAAFU2Y9Tl98ToAsWldZnYuFq/4vU6vpTp3TXsVT772Ce5/5m0s+2m9yY9Pzcv1aLH5bJsQfyQdW4vjG76pdnt3FyfEJaZi75EzeGzSKHi6uxjcVrpTUQpquLk44eaB3zD13lEA9GdmXI2qSAmXrqnaipHvQPbEoxPvQLC/N7p1CseAnp0BVNQ7ppYlLpHBDGo9CgqL0GH4FGTn5qNfj04Gt5MyM6Ljkozq9zNu+nx8svx3WFtZom/3jgCApNQM+ZoJ9PU0weiJSFvl0q/ODuyZ0RJpBzNKS8vw9pLv4WCnwuI3ngYATLxzEG4e+A3DB9zWVENs9WxsrPHhq08huJ7lYKW/x6VSji3Z3sOn4dh5jBzMAIBiTVZDS7Rk5Z84euaSXKL4+NkrKCnRZGYYuLGDWi4GM4iImpjU1yI00Ededs+ogSgqLsG3azbixLmrUCgUcimdmmhnZrQJ8ZOb1mlP2FV26sI12Nsp8fOS19G9Uxus+uNfk6fPSnVK/9i0BzNf/9Skx6amk5dfgLc+XYV/th/Qybq5fjMers4OcHa0h51KWaVcVGVumsbeLk4O+PLt56vdVjqNVGZKIgXy9AUzzl6qCGBIwbvaikkQm8kF+HjoLHd1doSnm3Or+MPmVqSdmREZk9iEIyGqv8OnLuKKpp73mCF9DG4nBTN+27gbH3y9ptpjCoKAf3YcACBOrvpoyl0mp2XiZnwSbG2s61VTnoj06xAeiIl3VmSqssxUy+TppnuDzqXrN9E7oj06tgluohFRXfl4iv/+SX+/t2TafQ0lLTWYcfjkBbzwv68QFuSLX5a8AZXSBodPXazomWHJnhmtDYMZRCSLjk00qlE0mZZUO9VL6070h8YNR0iAD+YsXIp1W/djYM8uNU4GS1RawYxAX0/4afoSaE/YaRMEAacvXkdEhzCYmZmhe6dwFBQWIaeOpXgMsbfTbWJozJ2g1Pz9tWUf3l7yPcY9MR9ntIIE16PjERboa/RxpF4Uw/v3gI2mJ4YhUtBEOwsJAMzNzWFtZYn8wsIq+5y9fEN+fOrCNaPHpa262vChgb6IiuNEeEsUmyD+bOzUNhiZ2bnIyBIbuhcWFUOtVrequsjUOuTlFyAqNlFv2Uap9MU/KxZhUJ8Ig8ew1qrLfvBk9X21cnIr+moE+3vLmXN/btmLrfuOIcDHo8od5ERUfxYWFvjz63fkLGv2U2iZvPRkG0ufKbUs0mdZOZiRlpGFp177BJOfX4jS0ub/e+O+I2ew7+gZ+XlYkPg3W0vtmyHdqPbFW8/Bw80Zg3pHYO+RMxg/43UAgKUFgxmtDYMZRCTrOe4pdBn1ONIzs5t6KLeUpNQM2Fhb6Uz2uzg5YOfPn8jPn5kywejjWWrdeWBhYQF/n+ozMy5cjUJ2br7cfM5eJY6jrn0F9CkqKkZevu4Ec1oGv2etwdWoOPnxUU3JtLz8AiSlZsi/GBvjoXHDAACzH7+3xm2lCTx9k2cqpa3ezIwrkbEwMzODSmlTbRPv6pw8Lza/DfD1qLIu0NcTqelZcl8OajmkQO/QvmJa+rWoOOw9fBrKdneg59in4NTlLvy4dhsA8bu9+o8tOHPxOrbuPdpkY6Zb2+jH5iFk4IN4Yt5HVdZJfS0iOoTVeJxzW1cCEAN31UlJzwIgTuKsXfaO3LT2qiYDpH1YYG2GT0S1ZGYmTtuo2XeuRZJ6vGljMKNlMhTM+G3jbnzzywb8sn5Hs+6nkZGVgz2HTmHQ/c/jxs0EeLo54725T2Ds8P4AgOIWGsyI1cxzBGr6d901tK/Oegc7VaOPiRoWgxlEt7D8gkLcOWUuZr/9BTKzc+XJZbdu47B+239NPLpbw8nzV3Hp+k14ubtUmZgN8vfGnl8/w7NT78H4kQOMPqZCoYDS1gYjBop1V321MjPy8guqNPbatv84APGOeEArmJFvumBGpJ47SBOS00x2fGo616IrghlSxoNU4qQ2mRlPPzIeaafWo2+PjjVuK2VkWOupf6pS2iBfT0AhJT0T7i6O8PVyR2pGltHjkvz893as/vNfWFlZytlO2qR68VJfDWo54hJTYWFhjv63if0FrkXHYc0/OwGIP6PzC4rw4sKvAACLV/yBx17+ABGjp2PUlLmIimU2DjWu0tIyub71d79thm/ve3H2UkXm2aXrN2GnspVLTFanU9sQsa9RDeUyUtLFDNK5Tz6IdmGBUPyfvfsOb6ru4gD+Tffee7e0pdCWlr0pew/ZU0VQQByvoKIgIG5cKAgKogjIEGQP2XvvvVqgu6V773HfP9LcJnTQ0rRJ6ffzPD6mNzc3pyW3Te75nXMkEuSXtKLwdHPE8q9mPu+3Q0RVoKEh/YzAqub6SX5mhgyTGfWTibEh9HR1xM4KMtFPSj/XqvP8tUkffotuY2eIX78xdiA+nj4eBvrSqvj62mYqMlbaCti55L3PwB7SZIapsSG2Lv9cnKNBLw4mM4gasFMXb2L/iYtY/NdWvPPpYoX7Vm3ep6KoGo7ImHi0HDgFYVFPyn2TCwBB7QKxZMG7CtUWVZF5dx8OrJWu2NTX04WluQku33oAi8DBeHfBLwr7Hjp1GTo62ujSthkAwMRYVplRtlXP83gYFiVeaFn9w8f487tZAIBoJjPqlby8fHy/4h/cf6g4FyIkNAoujrawtjTD8vW7sG77QWzddxIA0LlNsyofX0NDA5bmplXad8PieRjWtwvefqVsxZKhvl65lRlxiSmwsTKHtYWpuMq4On5etQUSiQQH136v0J5FRpbMCGcyo96JjI2Ho60VGns4AwBCQqOR/dRK9cTkNCQmp4qr3mV++vPfOouTCAAePI5AYWGR+EE9Ji4RAf0mo2nPV/Hjyk04cuYqfBq5VLntk52VhZjMEAQBi/7YjI8XrkCcXIIjPjEVAGBjZVbm8fPeeUVsO0VEteOVYX0AAF0raR1H6kt+VbhsZT+TGfWTRCKBrZV5mUUAsfFJ4m11TmbsPCSdf9XE0xXHNv6Ej6aNBVC6QKy+tpmKjImHmYkRjEoWZTo72ODk5iUIPrYOw/p24QDwFxCTGUQN2KWbD8Tb63ccBgCc27YMHi4OCqutqXb8d+y8eLu8Xqo1IZFIFC5k2NtYIvhxJAoKCvHr3zsU9r186wFa+nmLMzmUWZmRkpYBr64TMPbdLwAAbQKbiINDY+KSKnsoqZmNu45g1jfL0aTnqzh18SYA6YWvh+HR8HJzFC8Evzzja3zz63o4O9igW/vmtRKLt4czti7/HKYmZQdhGhroISu7bCIuPikVNpZmsLE0R1JKWrVWN4aERuHyzQd4ZVjvCnvQu5WUNTOZUf9EPUmAk701Grk6AAD+3LxXrDJ6ZVgfLHhvIgBg9Zb94or40QO7wd3ZHht3HeFKWapTN0tmm014qRciz20WK4ruPQzHB1/9BgBo17xplY9nb2OBpJR0rN16AJM+/Bbvf/krvl2+ES/P/FrcJy5RetHGxrLswovqJK2J6Pl8MGU0wk7/g56dWqk6FHoO2lqaAABNTQ1c2fM7Dv79A5PA9ZidtUW9TGYUFxdDR0cbzXwa4djGn9C1fXPx4r+ujnShVn2uzHB2UGwD3LlNM9hUsGCU6j8mM4gasEs37yt8raOjjZb+jdHE0wWPImLKtCMi5dpz9Jx4u7bfOAQ0aSTelkgk4jyMgoJCJCanKbSjUGYyQ74Fi5O9NZp4uoptr/YcOSdedC4uLuYFQTWx//gFbN13oszwumPnrou3R07/FAt/XY/tB04hMysHXm5O+PL9yZgxeSTeeuUlONhaYdbUMWKP57pkqK9fps1Ubm4e0jOyYGtlAWsLMxQVFSMlLUNhn5i4RHy9bJ1Cm6iioiJs338KfV+VVhO9PKx3hc/rKpfMKG8oL6mn3Nw8JCSlwtneBkaGBvB0c0T0k0TcfhCKoLYBWLNoNlr6ewMAPvx6OcKj4zCoZwf8s/RTjBrQFYnJaeLQQaK6IKt0bNakEZzsbbBy4YcY2qezeP/yr2bix0+mV/l4ssUUr77/DVZv2Y/ObZqhfQtfHDp1GY/CowGUzsywsTQTH3dg7feY9+4rYiKXiGqPRCIR32dQ/dM3qA1G9A/CiU2L4WBrJbYCpvrJztoCcYnJCp9dY+OT4eJoCw0NDbVNZsQlpiA/vwCdWvuXSabJKjPqYzJDEARExSbA2b7sTEN6cTGZQdSAXb75AM19veBgawUA8PVyg7a2FrzcnJCfX4CImHgVR/hiO3P5tnj76QuryvbrFzMQfGwdvv14KgRBEFcdy/pgy1eGGBtJKzSUMQA8Uu41tOTTdwEADrbSyoxdh8/gm1/XY/OeY7BtNRSB/V/nRWAVC496gn4TP8KINz8VW8+dOH8df27ai7XbDqCJpys2L1uAuMQUzP5uJYZPmw8AaObTCEHtArFo3ltY+vl7iL6wBW+/Okwl34O0MkMxmZFQMg/IxtIM1pbSVlbyraYKCwvhGTQen3z/B75aug6b9xxDcXExXp7xNYZNm4fHETHo06U1uneouN+qrM3Uhp2HYeLXH7sOncH5klX8pL5k7e5kCd2Tm5eI/5ayQatPDzeWzUzp3aU1AODgyUt1EisRIK2m1NfThZebdCZRE09XbFvxBT6b8RoG9+yIN8YOrFY7BfuSaklA+vo/sWmxWI30w++bAJS+V5Bvidm7S2t8PnNSldtZERE1VHp6uvj318/QsZW/qkMhJbCztkBRUTGSU9PFbbEJSXBxsIGTvbXaJjPCS+KSvc+Vp1fSQrc+tplKSEpFXn6BOC+DGgYmM4gaqIKCQsTGJ8Hb3QlmJa1a/Bt7AAC83WV9w9lqqrbk5OYhJS0D/bu1w4Du7bDsi/dq9flMjA3h5e4krjB+59MlSEhKFYeXyV+gKK3MqPnMDNkwriMbFmFoX+nKUQszE7Hk87d1u/Dq+98gMTkNt+4/xv1HETV+Tnp+5+Quvq/YsBtHzlzBoNfn4PWPpPNXenRsgZEDuuKfX+YrPG5wrw51GmdlDA30kJObp7BaSr5FiqxNSoJcMuPB40jklMxI+H3jbox++zMs/G0DNu89Bk83R3w24zX8+d2sSi/aGejrYWCP9giLeoLMrBwMeeMTtB/2FnaV9KYl9RQVmwCgNEFhb2OJbSu+gEQiwbTxgwFAYeX5lLGD8P4bowAAHVv6QUdHG6cv36rjqKmhys8vwNkrd9C+hS+0tBRnac3/36vY+cdX1a6IMzUu7eXeuU0zSCQS9OzUEp3bNMOKDbtx/uodMflrZVG1uUZEREQvKlsr6SJAWaup/PwCJCSlwt7GEm6Odnisph0uwipJZpRWZtRdMmP8/77EkNc/UegGcOriTew+fLZax7l44x4AoLEH59A0JExmEDVQsgt3Bvql/eVlF2y83KWr/YJDI1UTXAMge/PTxNMFe1YtREv/xnXyvO2aN0WHln64ef8RRr21ANFPpKuSFSszlNdmKjJGeqFQvuxTIpEg5Ng6+Pt4IDk1Hbl5+ZgxeSQA4MiZKzV+Tno+giDgwnXpm8GNS+YBAHqOfx8ZmdkY2qczfv/mA3z6v1cBAKMHdcfVPSvFx8pah6kDWTJOvtpJbJFiZQZrC7OSbSni/eW1Cfrk+z9QVFSMUQO6Yf7/Xq3S91hea5d3FixhxZEai3pS8jtKrs9uCz9v5AUfwrghPQEAmpqaOP7Pz7h7eA1WfPM+GrlK/0bq6uqgkYsDgpn4pzpy5VYwcnLzENQ2QGnHFNtMDe8jbtPQ0MCKr9+HlpYmpsz5EQ8eRcLKwrRMAoWIiKihkVV5JyRJK79liwPtrS3RrX0gUtMzsXXfSZXFVxHZXL/Kkxl112Zqw87D2HX4DIZNm4fk1HQUFRWhy6h3Mfj1OdVqP73lvxMAgJf6dKqtUEkNMZlB1EDJkhn6errwLhnc6+5cksxwcwIAhIRGqya4BiCmpLWJfHuHumBooI8zW5fizQlDcPz8dXEYuEIyQ1aZoYw2UyWVGU5PlX2aGBsisKknAOmslvnvvgJNTQ0cOXO1xs9J1ff1snXw7jYBu4+chbmpMUYP6i5WzzT1csPmZZ/ijbEDYVWSCACAQF9PfPXh6zj+z8+qCboCrZv5AABOXLghbouXq0CysTIDUPoBBChNZpRXedHUy7XMtop4ezij4OFhhRYvEdFxYlk3qR9ZKzynp5JV2tqKF22D2gWWaTcFAN7uTngcEVNmxgyRshUXF+P3jbsBQKnJjCG9O2H3n1/j928+UNjexNMVH785DrfuP8bN+48wuGdHpT0nERFRfSVbGJWQnAqgdPi3vY0F3nplKPT1dLHoj80qiq5islmW5c26krWZqqtkRr7c8+w5cg52rYdBq1EPcZv8DENAuuiu6+j/4e35Pytsf++zX7Bm6wG08POGu7N9rcZM6oXJDKIGStYPUV9PB38vmoPvZk8Th9s6O9hAV0cbIWFcbVpbSt/01G0yQ2bBexOhra2F/ScuAni6zVTJzIwqVGYkJqcqzAWIiI5TWEkRGRsPS3MT6OvplnmsvbX0e7e2MIWZqTEauTryNacin3z/Bx6GReNReAy6d2gOiUSC7z6eCm8PZ+xc+WW5q3ElEgnmvDUBQe0C6z7gSvTt2gYAsO/4BQDSN783Sgbm2liaV1iZYaCvhy5tmpU5XlNPt2o9v5aWlsL5BADnr92t1jGo7sgqM55OuFaVt4czioqK1bY/Mr04tu0/idVb9qNru0B0bOWntONKJBIM7NGh3Dkbc6aPFxe8vDlhsNKek4iIqL4SW9aWSWZYwtrSDKMGdMWF6/fwQM3aJ99/FAETY8Myw78BQFenbmdmyD6HvTNxGPwau5dZFHQ7OBSAdK5hZEw87oaE4cSFG1i2dgf2HZN+xsvNzcNv63cBAL79eEqdxE3qg8kMogZKVpmhp6sDW2sLfDh1DDQ1NQFI2wt4ukkvLCenpuPew3BVhvpCio2XtplyUFEyw8bKHMP7dhG/LrfNVOazZ2a8NGUu2g97Cw/DojDnu5Vw7Tgai1dthSAIyM3NQ2RMvEKLKXlB7aQrS//32ggA0qSGbFAz1Z2CgkKxtLhf17ZY8fX7AIBXR/TFg6N/w7OkUqu+cHe2h08jF2w/cApP4pOw58g5/LxqCxxsrdDE0xU2lmYASj+AAMDDsGg09nAWW0nJZssAgI/n8/dfHdpHOieGyQz1FRmTAC0tzTIJqKrydpeeHxPe+wpJKfz9RbXn7BXpwoHfv/mgzto96enpYtfKr7Du50/QqqTqjYiIqCGTtZm6ce8RIqLjyixSnDC0FwBg3Y5DqgmwAvcfRcDHw6XcSnRd3ZI2U3kFuHo7GJ5B4/DTH//WWiyyFsC2VuaY+/bLAICXendCt/bNAQA37z+GIAj4bd0uuHQYBb/er4mP3X7wFADgyu1g5OcX4Iv3J6Fnp1a1FiupJyYziBqonFxZZUbZFfOAdAh4aGQsuo+dgaY9X0VqSf/57JzcOotRXaSmZSBPyasUVF2ZAQBvThgi3patMAGkc1Q0NDSqVJlx5vJtAMC67Yfwza/rAQAbdx/BJ9//AX2fPgiPjkOrZuXPA+nfrR3uHl6DD6aMBiAt2U1KSatWj0yqubshYcjLL8Cctybgv9XfwtK8/g94XfDeRCSlpON/ny0VKzSOblgEYyMD8fuLlxsAnpaRBXNTY7EqyUBfDx9MGY0R/YMq/B1ZmaIi6Wu4TYAPzE2NcfnWgxp+R+ohP7/ghTs/o54kwMHWSkzmV5e3u3TV+sUb9/DP7qPKDI1IwbU7ITA2MkAjV4c6fd7GjVww/qVedfqcRERE6kpW5b1y4x64dhwtVvnKPtd3a98cTvbWWLV5n9q0IU1Jy0BcYgqaVLBIS34A+J4j5/AoPAYzv1yGkFqaCxeXUNoCePSg7nhw9G9sW/EFdvz+JQBp14Dvlm/E/XKqW2TXUWSLPDq29K+VGEm9MZlB1ECVtpkq/0Kdl5sTioqKxfYsR85exfU7ITBs0hd/bd5XZ3Gq2onz1+HcYRRsWg3FoVOXlXZcVc3MkNe5TTP4+3jA0c5Kob2ERCKBkaF+lZIZsvYTny1eA0D6erpyKxh/bz8IQFr5s+C9iRU+vomnq7g6xMrCFEVFxUjLyHreb4mew9XbIQCAFn5eKo5EeUYP6o7ObZph77FzOHL2KhztrMTXqra2FizMTJBQkswQBAHpmVkwMTJAUcmFek0NDXw/5038++tnz/X8ziUti6wsTOHhYo/I2ISaf1MqVlBQCIe2wzH67ef7mairqCcJZeZlVEdzXy9oaUkTIbIPV0TKJggCrt99iIAmjaChwY9vREREqmJpbqLw9dpt0s+99jbSTgeampqYOm4QYuISsfvI2TqPrzwHT14CAPg0Kj+ZIZuZkZuXr5BACA6NrJV44hKlXSpkCyq9PZwhkUhgYmyITq2lyYlLN++LVc9vvfISPpw6Bq6OtoiJk77fPnz6CjQ1NdAmkJWjDRHfDRM1UDl5pW2myuPtodha5sDJS9hz9BwA4P2vfq3d4NREcXExxr/3JTKzcpCekSWu8K6pddsPYs3WA9DX0xVbOqmCRCLB3lULcfDvH8rcZ2yoX6UB4PJtsizNTfDd7KkoLi5GVMnF24s7l4ute57FqmTFfILcinmqff8dPw8AaNe8qYojUa6+QW2QlZ2L4MeR6NTKX6Gk2trCVKzMyM7JRVFRMUyNDWFqbAgAz91ySGbzsgWYNXUsXhnWB4621oiJS6z3FQ2/b9yNpJR0bPnvhKpDqbYffv8HOw+eLrM9Ly8f8YkpYvLpeRgbGSDx6k4AQPSTxOc+DlFFEpJScev+Y6SmZ6K574uTdCYiIqqPnm71GBkTD21tLYXq9jGDugMo7WKgSpdu3MeYdz4HIF1IWJ7SyowChRbjsqHhABAWGYu35/+MzCoseHyWuMTSyoynnfr3F+jr6SInNx9JqekwNjLA0s/fw3ezp8HB1goxcYl48CgCB09dwuCeHWFooF/jeKj+YTKDqIGSzczQ1y2/MqOln7fC18fOXRMv/qWkZUAQhFqNT1WSUtLw0hufYP/xC5g+9ydEP0nE/14bDkB5q27/+nc/AGD6y0PK7VlZl5wdbNDUy63MdmNDA2RkPXtmRlZJ2zE9XR0smvuWwoWWLm0C4O/jUeVYrEtmGSSy73ydEAQBy9ftxJb/TqBLm4AqJ53qi96dS3unDurZQeE+GytzcWaGrBLIxNgQ8955BW9OGIJfPvtfjZ7bxdEW386eCh0dbTjZW6OwsAjxiSnPfmAtWbf9IBb89NdzP/6/Y+fxv89+AQCVJmCfR1Z2Dj78ejlemjK3zH2ytgA1fe2bGBvC0EAP0XFMZpDyuXUag4B+kwEAHVsqb/A3ERERKYedtYXC53oHWysAijP6VOXGvYcApJ9/enRsUe4+sgHgObl5ePA4UqxofxxRmsx4+9PFWLZ2B35cubnGMcnPzCiPiZEB0jIykZSSDkuz0koYB1tLxCWmYOU/ewAA700aUeNYqH6qm+lxRKR2SttMlV+Z8fRF6McRsbh6O1j8+v6jiAoz+/XZ8vW7sPPQGew8dEbcNrxfEP7efkgsaawJQRBw9XYwOrbyww+fTK/x8WqLqbFhua1xklLSIJFIkJmVg8KiImRm5cDL3Qm39q+Crq6O2D4LKC21rSpWZtStyzcf4M25PwEAXh724vVDb+HnjQ+mjIavlxvGDempcJ+1hRlOX7qFoqIipJckM0yNDWFqYoRfv5yh1Dgc7aQfZqKeJMBORW3lXp7xNQDggymjYWRY/WTEhp2HUVRUDHdnezxJSFZ2eLVKfnVZXEIybK1Lfy+FRT0BALg729XoOSQSCRztrGulMuPo2atoE+DzXP9uVP9lZGYrzCob3KujCqMhIiIieU293HA3JKzMQk8DfT0Y6OupxefaiJh4AMCR9T9W+H5S1q0jJCwaObl56NWpJR5HxOBxRIy4j+wzwLmrd2ock9hmqoJkhqmJEdIyspCemQ1ri9KKFwdbKwiCgIOnLkNXRxsdW3GRR0PFygyiBkpWmVFRmyn5YaiNPZxRXFysUCY54LWPxWO8SAoLixS+drC1QvsWTeFga4nYhJonM8KjniA1PRMtnqp8UTfWlmZISE4t88bMoe0IWAYOhmvH0WjUZRzuPQyHuYkxdEteR3ZyFwplK1Kq/Jwlw9RYmVE3bj14DACYNKo/XhvZT8XRKJ9GydyLiSP7lamAsrE0gyAISE7NKK3MMDKslThk8xhU1YJI/hy+fvdhhfulpGXgh9//QVp6Zpn7wqKewMrCFO1b+CInNw95Jcnw+uD2g1Dx9okLNxTuk60283Cp+UBlJztrsdJDWfYePYce42bivc+XKvW4VXHkzBW89sFCtRlc2VCFRz8Rb78+ZkCFc86IiIio7r06vA8AiC2W5VlbmKqsMmPF+l0YPm0+CgoKEREdBwBwcbCtcH9Zm6mb96XzUpt6ucHFwRY7D53BneBQFBcX42FYNADg2PnrGPDax3j/y+dvPf4oPAZmJkYw0Ncr934TIwOkZ2YjKSUNlmZyyYyShWG37j+GTyMXhWtW1LAwmUHUQOXkVj4AHJCu4gWA0QO7i9teG9kPH00bi9DIWFy/U/GFsfpKtnIBAMYO7oEb+/6AlpYW7G0sEROXWOP2WlfvlAxbVvO+19YWZigoKBRXrQNAaloG8vMLyuxrbFTap1J+MKmDbfVWoVuVrLpITGYyo7bFxifh9KVbAICPpo1tcG8EZS3N4pNSxGSGbF6GsjmVzGNQ9oXuqpKvlrp880GFv8P+2XUUH369HF7dJqCwUPECdljUE7g52cHMxAhAaWuu+uB2cGky4/y1uwr3yfoAuzvb1/h5HO2skJ6RpZQ+wjKyCsGnkzB1oef497F6y35cunm/zp+bSsmqhz6fOQlLa9j+joiIiJTj2t6VWPPjbHTv0BxA+bMopIsDVfO5dtoni7Bt/0n8vnE3ImMTYGpsCJNKPuvIkhmyhEUjFwe4ONgAAIZNm4+Q0Cjx/X9+fgH+O3Yei/54vnZTqWkZuHTzPoLaBlS4j6mxIeITU5CVnaswcF1+sWR5rbKp4WAyg6iBKm0zVXEy49uPpyL+yg70DWojbuvVqRU6tfYHoHiRqD7Lzc1Dcmo6AOBReLS43a+xO6xKqgUcbCyRlZ1bpaHYlbkTHAYAaNakUY2OU9tsxIu9qeK2y7celLuvUQVDt+SrNKpClsx4JFfOSjWXl5ePh2FR6DbmPdwNCUNeXj5aD56Kv/7dBx0dbXi41PxCbn0je30nJKUiPVNWmVE7bXwcS950l7diqzriEpKxdusBjJz+KZ5UY37P1dsh4u0ZXyzDnO9WlrtfSnoGAOnPxKHtCEz68FsA0g8sMXFJCsmM1HKqN9TV7QehYpL16blHstJ5N6eatZkClF+BIwgC9h2/AADQquNkY1FRaYXi5Zvl/96nuiFLZnRs5SdWQBIREZFqBfp64ZXhfdCqmQ82LJ6Hfau/LbOPtYUZIqLjMO7dL7Bt/8k6jU+2mOqrpesQGhkL55LEREWe7tbh4eKAz2a8BgAIfhyJv7cfBAClVPMfO3cdRUXF6NOlTYX7mBgZiter5JMZ8u/Zm3q9eC3PqeqYzCBqoJ7VZgqQrrK3tjRD40bO4rZBPdvD19sdgGL7jvpsyBtzYRk4GPn5BXgcGQsjQ32MGtAN0ycMEfeRrQKo6RDw6JLV2c72lb+hUDXZynX50tiLN0pX6FrIDeKqaCCwpkb1LsDZWJpBIpFg5cY92LDzcLUeS+UTBAE+PV6BV9cJOH7+Ov74Zy+27DshXnDNzy+AllbDG58la2kWn5QqV5lhVCvPJfvwID9Ar7ry8wvQuPvLePX9b7DlvxMKM30q8+vfOzD49TkK2xb+tgH9Xp1VJiGSlJIu3k5ISsVf/+5D8ONI7D5yFoIg1N9kRnAoApt6wszECHElQ9iLi4sBAKGRT2BvY6mU1j3ys1GUITk1XUyAhYRFlVsVV1vk25FduH4PAHDtdghS0zLqLIaG7E5wKFoNmoLzV++IyQxlJNyIiIhI+cYO6QHXcv5Oyz5vbNx1BMOnzVeYP1HbZJ9vYuOTEBoZW2mLKQDQKanMAKSz4FwdbdGlbQC+eH8SAODHlZtha2WOWVPHKDzuebpWHD5zBQDQq3PLCveRr5iXHwDeqbW/2D7Y2925zOOo4WAyg6iBkiUzqnIRx8LMBO2aN8Xk0f1hZGgAV0dbGBro4U5I+cmMFgPeQM/xM5Uab206eOoSAODijXuIik1Av65tsWnZpzAzNRb3sS/pz3j07LUaPVdMfBK0tbUUVhioI9mbr8iYeCz8dT3iE1Nw+tItaGpqoFv75pg9fZy479OVGau++wgA0LV9YLWe09BAH3//NAdaWpr4+Nvf6/Ti3YsqIzNbvBgGSOeR/PXvPmhpSRNNPo1cVBWaStlYSofNxSelID1DWm1lYlw7lRkG+nrw9nDGtbshz965AmkZWQqtnULCop75mIzMbMz8Ypn49fX//hDPzf0nLmLdjkMK+8vau8knuBt3fxkj3vwUgPRiquyDRX1JZqSkZSD6SSL8G7vD1soc8Ukp+OmPf6Ht2RPdx87Ao4hopVUmySpwlFWZIUu8AEBRUTGCQyOVctzKvD3/Z7zx8fdYuma7uO38tbu4GxKGFgPfgHnAIDx4FFHrcTR0835chSu3ghE05j3sOHgaGhoaar8AgoiIiBRZW5oqfC2ruK1tmVnZyMjMVhiO7fKMygyJRCImNJwdbMTbvl7SRay5efmYNKo/vD2cFa4fVWeGalFREdZs2Y99xy/A0c4KjVwdK9xXfpahpXnpz1FDQwOPTm7Ae5NGYGCP9lV+bnrxMJlB1ECVtpmqWtuCc9t/xR/fzgIg/SPS1MutwsqMa3dCcOTMVXH1qzqTX00w65sVEAQBvuX0X5Rd8Jo+7ycEP67+RaWUtAy0GTINuw+fhb2NpcJsCXUka8Pz3Yp/MPu7lfjkhz9w+MwV9OzYEkc3/oQPppSuyni6MuO1Uf0ghB0XE0DVMf6lXvjy/cmIjInHuwuW1HhGSUMnG6be2MMZero6uHX/Mc5dvYsubQKwc+VX2PvXQhVHqBo2VmYAgISkNKRlSC/M19bMDEA6IyckNEphBo1M8ONIhbY+5cnKzgEAvDdpBLS0NBEc+uxkxvHz15GXX4DxL/XEVx++jmZNGuGV4b2x+NN3AECcmSKTmJIGPV0d3Ny/CvvXfIehfTor3O9kZ13vKjPulLRC9GvsDhsrc0Q/ScQPKzehuLgYx85dQ1JKOvxKKg1rSlbOr6xkRnxJMqNd86YAgPu1lERISknD1n0nkJmVjWVrd+CPf/Zi9Zb9aOTqgCljB+FxRIxCcsOnxytwbj9SfE2ScoVFxoqVV1qamngUHgM/b3doaze8CjoiIqL6zEruIryWlmadJTNi45MBAB1b+mP1Dx+jX9e2GDek5zMfJ5ubYS/XKtqvsfR9skQiwRtjB0JDQwO+3m7i/SnVqNrdffgsJn6wEKGRsejUqrTCojymJvLJDMVFoO7O9vhp/tsVDg+nhqFKV9PeffdduLm5QSKR4Pr16+J2Nzc3NG7cGIGBgQgMDMSmTZtqK04iUrKqtJmqjLe7E+ISU8pc0JDPzodU4YKbqskPxz139Q7MTIzw1isvldmvX9e2mDiiLwBpskZeVS64/7PrKC6VtGlylBtcpa5kbaau3g4GAPzxz14UFBRizKDuZfataGbG8/rfa8PRo2MLrNiwGxdLWpxUxQdf/YrWg6eioKDw2Ts3EAklM08mjx6A9i18cf3uQ2Tn5KJjKz8M7tURHi4Oqg1QRRQqM0rm4MivAFK2Fn7eAMr+7nj/y1/RuPvL2LDzSKWPz8rJBSBNuHi4OFTpd6usJd7LQ3tjzlsTIJFIoKmpiXdfG47WAT44ffkWQkKjcOv+YwDSi9qW5ibwcndCn6A22LbiC+SHHMbdw2vw+pgB6NmpZb0bAH7rfkkyw1tamZGanomYuET07txa3Ke832nPw9FOuYPeZZUZLf2lrx1lJUme1n7YWxjx5qfYffgcAGlLRQN9PXz78VS8OqIPAOC3dTsVHhMVm4AjZ67WSjwN2eOIGIx99wsUFxfj8PofkXHnP0Sc3YzTW35RdWhERERUTTm50sWj7s72aN3MB+ev3a3158zOycU3v64HANjbWODVEX3x3+pv0blNs2c+dlCPDgBKExiAdEGnjZU5BvXoAHdn6eLOL9+fLM7GTEnLQHFxscI1lYrIkiwA0DrAp9J95WcZyubSEcmrUjJjxIgROH36NFxdyw5Y2bRpE65fv47r169j9OjRSg+QiGqH7I/r8/YKl/VdjIiJV9ieVLISHFCcsaCunr4o+Me3H4pDv+VpaGjg3YnDASiukP3v2HlouHfD2Su3K30e+eHZDrbVr1ioa9bl/AwAlFmtDQDGhsptz6Onp4vZ08cDAE5fvvWMvUv9uHIzLt98wHkbcmSVGVbmpgpD0jq08FVVSGrBwswYGhoaT83MqL1khuyCtPww7pi4RCz6YzMA4MHjylfdZ2ZJk8aGBvrwdnfCo4iYZ1ZzyC6G21qZl7mvUyt/JKWkw7vbBDTrK+2Fm5iSprCCDAC0tbXQxNMVKxd+CEMD/XpXmXFbvjLDsvTnsGjedPF2l7YBSnkuG0szaGpqiHORakr27xfY1BMA8CQhubLdqy0zKxsT3vtS/Bt45Ky0f/HXH76OtFt7MLxfENq38FVoRWdlUfr62H3kLGLiEnE3JKxeVGHWB/0nfoTz1+4isKknundoIW0v5WBT4VwqIiIiUl/+PtKkwKRR/cRFNcroOhATl4iuo/+HE+evl7lv3o+r8Ne/+wCUzvysqr9/moONS+Zh/ruvits0NTVxa/8qbFgyV9zWJ6gNPn5T2nI6JS0TK9bvhmPbEfhm2fpyj5uZlY3MrGxExpZeNxrZv2ulscjPMgxo0qha3wc1DFVKZnTp0gVOTk61HQsR1aHSNlPPl8xwdSxJZkTHKWyX9V0HgEs31T+ZIWvXsmHxPKTelF7AqYi3h/T3oHwyQ3YxcsX63RU+bseBU1i1+T/xa/mLaupKVpkBAH99/xE6tPTDlT2/w9Sk9I2FrO2FkaFyKzMAoE1AE2hoaODc1TtV2j9N7uLqz6u2KD2e+kp2PlpZmKJza+mKHCNDfbRv4MkMTU1NWFmYIi4xGemZ0mRGbbyOZfwbewAovbgOKFZpZOdU3m9WVplhaKAHLzcnFBQUIvyp371Pi0uUXvy2lSsVlxk7uIfC14WFhUhKSVfoSVue+pbMuHjjHqwsTOFoZ62Q1Gni6Yob+/7EnUOrldbyT1NTEw62Voiuwsq0p7332S/4e9tBhW3xSdJkRkATaTIj9qmB7dUVn5iCH37/B6cu3gQAHDlzFet3lCZ+D5+WJjM8XBygpSX93S6RSPDnd9L2ksP7dcHvX38AextLGBroYd32Q3DpMAq+vSbih9+lldm/b9iNX//egaVrttWLykx1UlxcjAclLSzXLppTaesFIiIiUn/D+wXh4s7l+OTtl2FqbIiiouIat+lctnY7HNuOwIkLN/DTn/+WuV++jWx1Wz5raGhgzOAecHFUHBZuY2UOw6c6MZiXzBZNScvAmSvS55zz/UokJqeWOe6A12bDsvkQLFm9FQCQeXdfmed4mvwiM/nrD0QyNW7A+sorr0AQBLRp0wYLFy6EtXX5JUCLFi3CokWLxK/T09Nx4MABAICpqSnatWuH8+fPIy1NeuGlUaNGcHFxwbFjx8THtG3bFtnZ2bh1S3qyaGtro3v37rhx4waePJEOOHVwcIC/vz+OHDmCwkJpq5FmzZpBT08PFy9eFI/VvXt3hIaGIjRUemHBzMwMbdu2xdmzZ5GRIe375uXlBQcHB5w4cUJ8XPv27ZGeno47d6QX2HR1ddG1a1dcv34dcXHSCwtOTk7w9fXF4cOHxZWTgYGB0NbWxqVLl8Rj9ezZEw8fPkRYWBgAwMLCAq1bt8aZM2eQmSm9UODt7Q07OzucPHlSfFyHDh2QkpKCe/ek7Vf09PQQFBSEq1evIiFBuiLQ2dkZTZs2xcGDB8Xsb/PmzaGhoYErV66Ix+rduzfu37+PiAjpxVkrKyu0bNkSp06dQna2tPWGj48PrKyscPr0afFxnTp1QmJiIu7fl16sNjAwQOfOnXHlyhUkJko/yLu4uMDHxwcHD5Z+QG/ZsiWKi4tx7Zp0iLJEIkHv3r1x9+5dREZKP8RZW1ujRYsWOHHiBHJzpRdwmjRpAnNzc5w9e1Y8VpcuXfDkyRMEB0vb4BgZGaFjx464dOkSkpOlF3Hc3Nzg6emJw4dLP7C3bt0aBQUFYss0TU1N9OzZE3fu3EFUlPTDt62tLQIDA3H8+HHk5UkvMvn6+sLExATnzp0TjxUUFISYmBiEhEgvShkbG6NDhw64cOECUlNTAQDu7u5wd3fH0aNHxce1adMGubm5uHlTelFBS0sLPXr0wK1btxATEwMAsLOzQ0BAAI4ePYqCAukgZH9/fxgYGODChdJ+i926dUNERAQePXoEoOrnU3rJ6/zE8ePQ0JBU+3xKeCL9We07dAzdOzQXz6er90ov1t2880A8z9X1fHrwKBwAkJUah/PnzlR6Pp05fQo2Fia4dP0O4uLioKGhgfQ06b9zeGQEBEFQOJ/yizVw8PxdLFu7A/JS0kp//wHqez7Z21jC2twI9iYamD9lEAy1BRQVFYnnk5aGBgoAZGSUfj/KPJ88nG1x5vJthddyReeT/MqU63cfIio2HimJcXV2Pqnr3ydZZcbD4Hto2sgJx9d9g+YBzXDxwrkG//fJxtIMYRHRSEpKhomhPlJSUmr1fLKxMseFq7fEc+XwudJS81t37+PAgQMV/n26d196nNBHD6GjLU1A79x7AE09pG3CyjufYuISIZFIcO3yRdzU1Cjz98nBxhwx8dIL5hs2b0NqeiYK83KQkpJS4d+nO/el5+bSNdswa+oYXLl8UW3Pp9y8fFy9HYwB3dsjJCQECXEx4vE1NDSQmRKHjIwMRD5+oLS/T4a6WoiIjkNycnKVz6fImDgs/kv64c7Zzgq56fGQSCS4cl36vetqFkNPVxu37gXjxIkTz30+nb8fiwU/rQYA/DZ/Mm6ERAMAdLS1kC+XHLOzMi3z9+nAX18hLTkeBpJsbPrxPegYWWLolE+gq62FiCeJ+GrpWmhoaODDr38TH+fqaIOL25fy/V4V3+/ZOTgDAAYGNUdMeAgsTfTU6nyS4ecnKX5+Uu/zqSG+3+P5xPOJ55N6n0+pKdJFKbfu3Eegf5PnPp9mfL5UfFx6RiaOnbmEPQeOo3fHZsjKycP1ew/F+8Me3YeBZkGtnE+hj6Svt4joWDyUW8Dy+5p/MGfGNPF8Ss3IxsmLNwAA+fkFMDbUw+lTJ595Pt25Eyxu5/nUcM+nSgnV4OrqKly7dk38Ojw8XBAEQcjPzxdmzZol9OvXr8rHcnR0rM5TE5GSDZo8W9Dx6vncj7/94LEA1yBh7g9/KGz/Z9cRAa5BAlyDhC4j361pmLVu2pwfBbgGCfGJKVXav/eEDwT9xr0F316vCqPfWiD0efkDAa5BQv+JHynsFxYZK9i3HibANUiwbjFEuBsSJvy4cpMA1yDhh9//qYXvRPkehkVV+nOxDBwkwDVIWLpmW608/+RZ3wpwDRISkiqOITk1XXj9o++E/y1YIsA1SJj0ofQxHp3HChHRcbUSV33y8cIVAlyDhODHkaoORe30GDdD0G/cW9D16in0efmDWn++7mNnCEZN+wpFRUWCIAjC6LcWiL8rB0+eU+ljN+w4LMA1SNjy33Fh58HTAlyDhNX/7it33+LiYkEQBKHzyHcEq+aDKzzmk/gkYfDkOQJcg4Q9R84KcA0S3vxkUaVx5OXlCxru3QS4BgmffL+y0n1V7eiZqwJcg4Tvlm8UBEEQvlu+Ufx9XFtGvDlfkLh1FfLzC6r8mAMnLoqvA7gGCRt2HBYEQfo3WqtRd6G4uFjwDBon+Pd5rUaxvTzjK/E5hk2dJ4yaLn39paZlCFqNugtwDRJ0vXqKr89nKSwsFIqLi4VNu48qxC//3/mrd2oUc0Ny9VawANcg4Ysla1QdChERESnZvB//FOAaJNwJDn3uY2Rl5whwDRI6j3xHaNxtgmDXaqj4nuv+w3DBr/dE8VrDuSu3lRd8OU5dvCHANUj46Y/Ngk3Ll8Q4Xp7xlRATlyjuJ39tCK5BgnunMVU6/sGTlwS4Bgm9JrxfW98C1QOV5Q1qVFvv4iLto6utrY333nsPp06dqsnhiKgO5eTmQf85h38DcjMzohVnZiTKzcyQv62uSof/Vq0ndXNfT+Tk5uFOcBg27TmGh+HS1a2y/8ss+uNfxMYn4ef5b+Ph8fVo4umKGZNH4sDa7/HepBHK/SZqSSNXR4V2U0+TtcvSkCinTcvTZK+xygbfrtr8H/74Zy8W/7UVEokEs6ePg7a2Fh5HxOCzxauVFkt41BPcDQlT2vHqijgzw6Ly9kENkY2lOXJy85CXX4C2gU1r/fn8vN2RmZUjtua7ef8xGrk6wNrSDCnpGZU+NiunZGaGvh6c7W0AlJ1XFJeQjO5jZ8C310RkZmUjLjGl3HkZMrbWFhjWVzoDRzYE/FmvEx0dbdzY9wcA4MSFG5Xuq2qyVWAdW/kBAMYO7g5HOytsXDKv1p7TwcYKgiCILb6q4sY96aor2WyMHQelq+TiE1NgY2kOiUQCexvLGreZCo2MhaW5CYb06oht+09i24GT8HBxgKmJEQz19QAAjT1cqtx2S1NTExKJBKMGdsPVPSvx1/cfIfzMJnzx/iR8PnOSdM7Ugl+eOduFpGLipX/nqtvfmoiIiNSfrFVrWnrWcx9D9l6wXfOm8PfxUJinNm/RKtx+EIpp4wfjvUkj0K6WWwrL2kyFRT1BfGIKRg3oBgD4e9tBjH3nc3G/o2elFVD/e006e7Sq7Vh7dmqJzcsWYNvyz5+9MzVIz30FKisrSyyzAYCNGzeiefPmyoiJiOpATm4e9GqQzDA2MoCBvh7WbjuAZWu3i9tlPfpNjQ3rRTIjLSMTujra0K3iz6JvUBuFrx+FS8sGH0fEoLCwEL9v2A3rFtKekI1cHfDua8NhUtLzUSKRoHeX1tDU1FTuN6Eie1Z9gzfGDsRrI/vWyvGd7KVtC6MqGai79+h58fY3s96Ap5sT7h5aDSNDfWw/cBoFBYU1jqO4uBhuncbAt9dEsRyzPsjPL0Bicho0NTVqdbh1fWUjl6hr27xJrT+fr7cbAOncjPSMLDx4HInApp6wMDVGcmp6pY/NypbNzNCHi6MsmaE4M+OHlZtw7Nw13HsYjoW/bUBcQjJsrcrOy5Anu3C695j0PHKswoVUv8Ye6NOlNS7euI/c3MpnfajS3mPnYWZihNbNfAAATvY2iDq/BT06tqy157QrmU8iG95dkUfh0Rjx5nwkJKXi+l1pO4Dj//yM1gE+OHT6MjKzsvE4MlZMRtlbWyIxOQ35+QXiMQoLC3Hs7LUqz6YIjYyFu7M91i6agzYBTVBYWAT/xtLBlIUlCYc5b42v3jdcormfFyaO7AcXR1vMfecVzHv3FfzvteG4eOMeJs/6TinDLl9EUbHxOHz6MgoKCsWkvUM1+1sTERGR+pN9FqvJ3LmYOGkyw8HGEu7O9gr3/bv3OADgnYnD6uRagyyZcf6atG1uQNNG4md3+QVP1+6GwNbKXJxL6u1etVnMEokEIwd0hZFh1RacUsNTpWTG1KlT4eTkhKioKPTp0weenp6Ii4tDt27d0KxZM/j7++PEiRNYu3ZtbcdLREqSm5f/3MO/ZUYN6AoA2LznuLhNlsBo7OGCpJQ0FBcXV3qMuyFhKl3xnp6ZLSYbqqJjK/9ytxcWFuHc1bt4c+5PYkJn/JBeL/QQTw8XB/z+zQfQq+HrqCJOdiXJjNjykxk37z3CyYs30L9bO1z/7w/MmjYWAODp5oSPpo1Fcmq6uDr7eQmCoDBQ/OIN9R9qD0iHwxn79ceOg6dhbmqstCHHLxL5874uBqI39/UCAEya9R1M/QeguLgYHVv6w9zUGClplX+wySwZFmhkoA8LMxMY6Ovhj3/24stfSt933Q0Jh6amBnwaueDb5RuRlpFVaWUGADjaSZMXpy/dgo6ONob361Kl76VTa3/k5xfg8q0HVdq/rsXEJeLSjfvo17UttLVrPB6uymTJDPmVcuV57/Ol2LrvJOb9+CdOXLgOd2d7mJoYoW9QG6SkZcCu9TAkJKVi3JAeCseVr85Yt/0Quo+bAe9uExD/jORJXl4+YuKS4O5sDxNjQ+xf+x3GDu6BKeMGAQC2/PoZ5r37CkYN7Pbc3/vTvv7wdfTq3Aprth6ol1VttS0+MQXO7Ueh14QPsG77IcSUrFR0tCt/9iARERHVX7JkRlpGTZIZpVWcjVykc/PenDAEbQKki7JsrczRxNO1hpFWjUVJMuPCdemcD59GLjiw9nsY6OuJn7GKi4txNyQMvt7u6NTaHysXfoDdf3xdJ/HRi69Kn/BWrFhR7nbZ0CQiqn9ycmuezPjrh49xJyQMjyJKWyzJLuQ3buSMizfuIS0jS8zcl8e310QAgBB2vEaxPK/0jKxqrVrX1tbCZzNeQ2x8Ei5cv4drd0LQvoUvzl29g8kffYfi4mJ89eHr8HC2x0u9O9Vi5C++yiozBEHA4NfnQFNTE7OmjkFASYsWmQ4tpa1l7j0Mr9FK7N837Mb7X/4qfj323S9wavMSuDjaltk3PSMLxkYGapHAOnHhhriK24kXx8rVqZU/jI0MsOq7WZX+jlIW/8bu0NLSREJSqritYys/HD5zRVydX5HSygw9SCQSGBnqIzsnF/N+XIXZ08dDU1MTwaGR8HZ3xuzp4/HKTOkHBQfbyld5y68CHzWgK6wszKr0vXRtFwgAOHjqMjq1blalx9SlPUekg/wG9+xQp89b1WSGbFXe7xv3QBAELJr7FgBg5uSRuPcwHHuPnkffoDb432vSloQBTRsBAF6Z+Q1GD+qG9TsOKySS4hJTYFNJ4io8Og6CIMDdSbqKz9zUGBvk2m317doWfbu2re63Wyk9PV1MHTcIh05dxoXr9+Dr7a7U49d3V2+XDrY8e/W2+HfjWecsERER1T+mxiVtpjKq32YqIzMbxkYGpZUZtpYY2qczLM1N8FLvToh+kogfVm5C59bN6uxzqJ6eLvx9PMRWtR1b+sHW2gJD+3TC+h2HkZ2Ti/jEFGRl58LX2w0SiQSvjxlYJ7FRw8ClmkQNVEpaRpXnRFSmkYsDop8kIqek3UhiShqMDPXFdiWJyWl4d8ESBPSd/Mwqjafl5uZhyuwfcPvB4xrHWZG0jCyYGFWvBc/8/72K376aiaMbFmHG5JFY9/MnaOHnLbb76NauOcYM7lFrFQsNhewi/Je//I05361UuC8rOwfh0XEYNaArgkourMqTzRWoqKqjqq7dCQEA/PfXt7C1MkdEdBw6jni7TP/605duwtR/ANZtP1Sj51OWlDTpDIaNS+Zh3c+fqDga9dS7S2uk3tyDEf271snz6enpwshAX2Fbc18vmJsaITcvv9KWTfLJDAAKK/FDI2NRUFCI0MhYeLs7YfTAbmjfwhdd2wWKF8MrYlrSvxcAvnx/cpW/l3bNm8LS3AS7Dp2p8mPq0u4jZ6GlpVmmLWBtq0oyQxAEPAyLFm8382mEdyYOBQCYmRrj318/Q/b9A9i35juxqmTiiL54dXgfnLx4A2/N+xlnr9xWaDmVmZVT5nn2H7+AX//eAQA4dk66+Mjd2a7m32Q1tA2UrhS8cO1enT5vfXD3Ybh4+9KN+wiPioOOjjYszExUGBURERHVhtLKjOolMw6fvgwTv/7Yvv+UwnwtbW0tjOjfFVpaWnB1ssMvn/1PqRW2VdG9femYAduS98Dy74XvlFTm+nq51Wlc1DAwmUHUAOXk5iE2PgluTjW/sNHIVVri+DhCOjsiKjYBjrZW4iDZDTsP45fV23Dz/qMyfeHlkxs55VzIW7/zMFZu3IOR0xfUOM6KpGdmP/c8ATNTYyya9xY8XBzw2YyJ4vbmvp4VP4iqTL4N0De/rle4L6GkAqiiNjqyqo7IGiYzHoZHw9BAD327tsGZrUsxa+pYRMUmYLFc6ykAWL1lPwBgxYZdNXo+ZYmJS4K3hzPGDO7BFdGVqOv2W7Lhf53bNMNvX86AtraWePEyRbZaf8NunL1yW+FxsjZTskHN382eJt53+0EowqKeoKioGF7uTtDR0cbZbctw7J+f4exgU2k8EokEG5fMw5ENi+Bajb8HWlpaGNCtPW7ce4TIpwaRq1p2Ti4On76CLm0CYFYHFTfybK2lv49OXbxZ4c8lJi5RTHZoaGjgt69mQEur8kJpDQ0NfDBltPi1tdy8F6B0QLy8fhM/wlvzfsaK9bvw5tyfYG1phn5Krr54Fid7GzjYWuHC9bt1+rz1wZ3gMADSKsIb9x7h4KlLaBfYVC0q+4iIiEi5njeZ8dOf0s+cq7fsFysz7NVkvlbbwKYAAFe5jgWy2NZtP4TDp68AKJ0bSKRMTGYQNUAR0dLBsU8PjnoejVwcAUgHYQuCgPDoOLg62sHKXJrMWLP1gLiv7AK0jPwf8/JWssoGYmbX0pBZQRCQlpGplAqVAd3b4/UxAzB13CBWZNQS+eHbslY91hW0xdHX04WluQkiY2t2ofVhWDQ8XR0hkUjQyNUR33z0BmytzLHn6DmF/eKfEU9di4lLrNIwZ6pbm5ctwIShvbB/zXeYNmEIAMDcRHrBPTk1HWnpmZg650d0HP62+JjQyFicuXwLgHQAOAB8OHUMLu1aDgA4efEmvLtNAAB4uVVtqJ68MYN7oHuHFtV+XK/O0vZtpy7drPZja9Plmw+Qm5ePPl1a1/lzy87/AycvwbNr+cO0z129AwBY9sV7eHhivdgS71n8GnuISYzLu1agS5sAvDNxGICylRnyrcymfbIIBvq6OLNlabUSVsrSvkVT3HoQitSSarGaEgQBZy7fqnalp7q5GxIGa0sz9O9WmmBia0oiIqIXk2xBU3UHgMs+y0bGxmP/iYuwt7GscatwZRnapxOmjR+MnSu/ErfJKjM+/ekv/LxqC5wdbNDSv7GqQqQXGJMZRA1QaGQsACUlM0oqM0LConDl1gPk5ObB1clWrMyQPRegeIEFgEKlxpP4ssmMh+HSVhzmcq1QlCknNw9FRcViD8uakEgkWLnwQyz/+n0lREYyy7+aKd6OkFvpnJCcCqDsCmV5zvY2NWozlZeXj8jYBHi6OYrbNDQ00L9bO9wJDkOY3Gs7PEqaIMyTa/2iKtk5uUhNz2TvdTXUOsAHf//0CQxKKiwAwMJMlszIwN2Q0tYz4//3Je4/DIdH57F48DgSWlqaCsOsm3i6Sn/v/LNH3NahZe0PMpeRDU0/f029Vt0/CpdWCTb2cK7z55b/98nPLyj3gvvRs9KWT326tK723+DbB/5C5LnNcHG0xYnNi8Xy/qycXIX9Tl+6Jd62sTLH2kVz4OVe/USXMvTo0BLFxcU4fv66Uo63+/BZdBrxDmZ8vkwpx1OF4uJi3H0Yjqaernh99ABxteZLfZjMICIiehE9zwDw3Nw8PHgcCUDa+jg5NR1/fjurVuJ7Hnp6uvjtq5kKsyufrhpZ88NstUm+0IuFyQyiBig08gkAKKXNlOyC0Qdf/YbWg6WtT1wdbcXKDHmJKYqVGUkppcmM2ISkp3fHjbuPAJS2WKmKuIRkfLd8I7KfurhTHllliIlxzSszqHZMHT8Yv34xAwDEmSTAsyszAGmrqdDIWBw9exV5efnVfu6wqCcoLi4Wq49kenSUrmK/eOM+AGnS4+7DMACl1UR1RRCEMtti4kr7qZL6k/0OnfHFUox593Nx+4adh9Fy0FTx68LCIoXHGRrow8PFXlyVf+rfJfBr7FEHEUt5uDjAysJUrDRQF48jpckMWaJdlcKinpTZduzcNTg72MDDpfrx2ViZw8m+tHWYrFLn6cqMvceklWO3DqxCzIUtGNa3S7WfS1l6dpJW8AydOg8r1te8DZ9skcOS1VsVqvXqk4dh0UjPyEJzXy/YWlsg4uxm3D74l1IWmBAREZH60dPThY6OdrXaTN1/FKEwI62Jpyv6davblqHVJavMAIDi0GPo1qF5JXsTPT8mM4gamLy8fBw4eRGAciozbK0tYPPU3AJXR1tx1bC8yioznh6onJubh3uPpKuUo2ITyr1oW55vl2/ERwtXILD/69h//EKl+6bLkhnVHABOdcvLXZpMCJZPZpS0LLOppDJDtgKmx7iZsGk1FKs2/1et531UMgdGvjIDAFwcpH1BZUmDh+HR4oXm6LiazeioKkEQ8O1vG2DdYgg27zmmcJ+sn6qDmvRTpcr16Ci92HvlVrDYAlDmWUlZP7l5KD6NXJQfXCUkEgnat/DF9bsP8Sg8GmnVLJuvLY8jlFd5+DyG9Ooo3r79IFThvoSkVNx/FIGu7QKVMhtBNlBevjIjKjYef28/hHbNm8LX2x2ampo1fp6a8HRzFBN263cervHxEuXaVe47frHGx1OFizekA9HbBEgHpJsYG3K2ERER0QvOzMQIyalVb7v59KKYFn5eyg5J6ZxLFt307NSSc8CoVjGZQdTA/LByE3YeOgMAcHnGcNiqCmjSSOFrV0c7mBgbiheaWzWT9kmUtQaSSZJvM/XUzIyDpy6joEC66jIvv0DhAkZlLt2UrpYPCY3C4Dc+QVw5szhkZCsjnncAONWNxh7Si7Sb9hxFVkmVTlXaTLUq6c85oHs76GhrYcHPq6ucFAOkq2eBsiu8He2kFQ/RJckM+YqRpJR05NbSjBd5h05dxsff/o6klHRMmPEVgktKkIHSJIujnXWtx0E1p62thTfGDlTYpqOjjVEDuj3zsf4+0koMMxMjWJZTDVfb+nRpjcLCIngGjcfg1z+p8+eXl5mVjZS0DDwKj4atlblYtVDXtq34Aic2LQYArPxnDzbuPCKuqrv3UJqgD5Qrx68JQwNpuzL5yox/955Afn4BPpo2Vi0+REokEhz/52cY6OuVqSCpitj4JOw8eFr8Wr76beOuI0qJsa7k5ubh/sNwXLrxAADQJtBHxRERERFRXfF0dcT9RxFV/jwa/tQiJ0db9f9sZ2xkgOgLW7Dnz29UHQq94JjMIGpgZBdoP35zHHR1dZRyzKeTIs720j+0sooNWYb+6YSE/MqEr5etR1TJgKszl29hyBvSC2OvjewHAFWafZCbm4dLN+6jZ6eWWPDeRBQUFOJPudX4m3YfxbQ5P4p9zNMzZZUZbDOlzpwdbPDWKy/hzOXb+OT7PwAA8YkpACpvMzVt/GBc3Lkcu//8BsP7dkFkTDzCy2n7UhFZOxNPV8XKDFkvUNlFNdl+7Zo3BQDExJdtmaZsS1ZvhYaGBlb/8DEKCgrRZdS7OHz6MgDg+t2HAACvpypKSH0tmjsdV/eshIOtFTq28kPmnX3YsGTuMx8nq8zwcndSyYXroX06i7dPXrxR588vr/PId2ERMAgPw6PRyFV1r30NDQ009/WCjo429hw5h3H/+wKTZn2LSR9+i4GTZwMAmjRyVcpzGRmWVGZkl1ZmhEZJK1PUadiinY0lmvl4lFm08CzpGVnoOf59vDRlLq7fCQEgrX4zNjJAh5Z+2HnoTJ0kj5Vl4W8b0KTnq1iyeisszEyeq9UYERER1U8BTRohOTUd0U+qVskvS2b8/s0HsLEyx5sTBtdmeErjYGultOtMRBVhMoOogUnLyIKGhga++vB1pR1Tlqxo7OGMz2dOgmvJLI4B3doBANoGSlspJCQ/PTOj9Ovi4mL8vGoLDpy4iKDR/xMf17l1MwBARIziyoTynL16B3n5BQhqG4A5b02AvY0l/tz0HwRBwIVrdzHmnc+xYsNunL1yGwCQnpkNAEoZAE6165fP/ofWAT74dd1OhEbGIiE5Dbo62uLFvPLo6emidYAPJBIJgtoGAgBOXKj4gmtSShr2Hj0nVgQ9Co+Bro42nOwVV8Ho6+nCwsyktM1USYIwqG0AAGlJ8KQPv8U7ny5+7u+3MonJqfjv2AUM6N4Orwzvg5b+3ohLTEGvCR9g2NR5+P73TTA3NUazpyqmSH0ZGRqguZ8XHp1Yj6MbfoK2tpZCe6CXh/XGmh9nl3mcX+OSZIabaoY7O9haoVfnVgCkFSY5KrqwLAiCmMRLSklX+bwMYyMDXNzxG36cOx06OtpYv+Mw/vp3HzJK/ub4eCqnJZhhySB5+blSYVFPoKWlCQdb9WozZ2tljviklHKHostLTctAUkoaiouLMWHGV7gbEgYAWPXvPmTn5CL6SSIcba3QtV0gsnNy8Tgytg6iV45Dp6+It+e/+4paVM4QERFR3WhWUlF98/7jKu0fFvUEGhoamDiiL+Iub4cbZ2sRiZjMIGpgUtMzYWZiBA0N5Z3+s6aNxaf/exXnt/+KeXIf0L94fxI2Lf0UH0wZDSND/TJtppLTpJUZj05ukP4/PAZrtx1EUVExNi6Zh91/fgNvD+lFugdybXQq8vuG3QCAYX27QFtbC6MGdMXjiBhcvH4PP/6xWdxvw05pa4rwKGmCxMLMuAbfPdUFiUSCz957DQUFhVizZT8SklNhbWlW5YtBXdpKk2KVJTPmL/oLAyfNRq8J7+PBowhcvR0Md2f7cs8VB1tLsc3Uw/BoGBnq46XenQAAa7cewF//7sPSNdtr5eLu2St3IAgC+ndtC4lEgnU/fYLZ08fD0twE2w+cQnFxMQKaNFLqOU51QzYcUGbNj7MR1DYAfyz8EK8M71Nm/yaerpg1dSzefmVoXYapYOfKrzCifxAKCgph4NMHH379W7XaudVUTm5embkxI/t3rbPnr0hAU0/MfH0Uru75HW+/OlRhCLeyWjyWVmaUJjPCo+LgbG+j8lkZT7OztkBRUTGSUtIr3OfmvUfw7v4yAvpNxrsLlmD34bMY/1JPmJsa45fV2zD49TmIjkuEo52VmLB6FB5TV99CjUU/SYCzgw3uHV6D/00aoepwiIiIqA4FNJG2GV2z5cAzF3e88+libD9wCg62ltDW1qqL8IjqFV7pIGpgUtIyYGai3EoEfT1dLJjxGsxMFZMCWlpaGDWwGzQ1NWFtYYYrt4LF3uFA6QBwR1sruDnZITQyFmFRT2BtaYYxg3vA2tIMvl5uAIBbDypfwZCYnIqt+0+iR8cWaFrymFEDpT3n2w2djn/3HkfnNs3Q1MsN/+w+ilnfLMfML5fB0EAPnVr7K+knQbWpV+eWsLEyxz+7jyIqNgEONlZVfqyjnTUauTpg77Hz+O3vnQqvQxlZxc6JCzfg0+MVPElIrnCIsIONFcKj4/Db3ztx5MxVeLk5oU1gEzjYWmHN1gPifqcv3armd/lspy9Lj9mxlfR16+Ppiq9nvYHo81sw952XAUDhwinVX68M74PjmxYrJDjkaWho4NvZU9G+pW8dR1ZKX09XHPAMAD/8vglNeryC9JKZRLXto4UrMOadzxW2Dejerk6euyp8vd3xy2f/w8/z3xa3KSvRoK+nC0CxMiM8+glcHW2VcnxlsrWyAADEJVbcamruj38iISkV0U8SsWztDrQJaII/Fn6Iz2e+BgA4cuYqMjKz4WRnjUYlLZpklXFVdf9huEJVaF3JzMpGeHQcOrXyh4+nctqMERERUf3h7yOtqN6895i4CLMiS9dsB1B2rigRSTGZQdRA3Lz3CBK3rrh+96HSkxlV0cjVAcmp6XhbrvVOVGwCTI0NoaurA3dne4RGPSlzIcbM1BjODja4/SC00uNfvvkAhYVFCj3c2zVvitfHDBBXr746vA/GDemBlLQMfL/iHwDAgG7tVTYolqpHS0sLw/t2wYPHkYiNT4K7s121Hh/UNhDxiSmYPu8nbN13UuG+/PwC3C0ZzitPdrHwaRZmxigoKMT0eT8BAPp3awsNDQ2MGdRdYb9DJXMslOX4uWv4fsU/MDU2hK+3m8J9uro6+HzmJFzatRzTxtePnqr0YnCSGzavo6ONB48jcfnWAxQUFNZ6lcZ/x86LtxfNfQuPT21Uy6okZwcbzHx9FFYu/EBpx9TQ0IChgZ44MyM1LQNpGVlwc6re78a6YGstnaEVGvkEpy/dLPO6EAQBF67fQ3NfL7w2sh/enDAE/61eCD09Xbz96jB8/OY4cV8XR1t4lswEehRRfjIjJzcP7YdOx7rtB5GTm4frd0IQ/DgSTXq+Wib5VRfOXJYmy5/+vU1EREQNg5GhAfav+Q5A6czF8sjPA1v40ZRaj4uoPlK/T3tEVCuWrt0u3lZFMmPzsgUwMzHCgZOXxG13H4aLVRTuzvZIz8hC9JPEMhdi/Lzdce9hOAoLCys8vqxfenNfL3GbhoYGVi78EEnXduHk5iWYNKo/xg7uId7fv1s7fDZjohK+O6orbQJ8xNsVVU1UpIPc6vW0jEzxtiAI+G2dtFpD9noEpBfMKnp9NPORzqOYMnYQMu78hy8/kM6g+WbWG/jj2w+xcck8GBsZ4NKN+9i67wTsWg3FneDKE3IySSlpOHDiYrn3zf3xTwDA2ME9yr1gK5FI0KqZD8uRqU45yiUzdq38CgBw9XYwrFoMwfS5P9Xa8+bnFyAmLkn8eszg7tX+vVCXfpw7Ha+PGajUYxoa6IuVGbJBkepYmWFnLa3MmL9oFTqPfBczv1imcH9kTDziE1PQNrAJVn3/EX79cgYszU3F+wPkZgD16NAC9jaW0NPVEdtMCYKAMLn5GWev3Mb5a3fx8oyv8fHC39F8wBto3F1auXb49BUUFRXV2vf6tJDQKPR9dVaZ74OIiIgaFllHiISkiqtEY+Kl720/mDIa778xuk7iIqpvmMwgaiDiE1PE26pIZpibGmNgj/aIiI5DSloGEpJSkZCUiqZe0nYL8qvsn74Q49fYHXn5BXgcUfGgz2t3HkIikYiDteTp6Gijc5tmkEgk8HBxwCdvT8Dv33yAvX8tZLuHekY+2VDd1cdD+3SGtaUZACA+KVXcfuTMFbz3+VIAwLghpcmuI+t/hF/jsq8nAJgxeQRu7l+FFd+8DyNDA3G7jo42Jo8egDGDe8DXyw13QsLw4dfLEZeYgmmfLKowtk27j+LclTvS77HXRPR9dRbCo56U2S8uMQWNPZzx21czq/x9E9U2R7vSlm+yi7Vf/PI30jOysHz9rlp73qu3g5GTm4eXh/XGP7/Mh72Neg29rgtGBvpiZYYsqe/lrpqB8JWxtZJWZshi/HnVFsTGlyaiLt28DwBoLZewlhfQ1FO83bGVHzQ0NODh4oDg0Ci8Pf9nOLUbCffOY/HlL2sBSKs1Zf7cvBcA0L5FaUL72p0QZXxbVXL07FUAwMvDeqNvUJs6e14iIiJSL4YG+tDX00V8UkqF+0TFJgBQrHwmIkVMZhA1AN/+tgE7D50Rv1ZFMgMovch1/c5DbPnvBIDSi9PyF6ZdHRUvUtuUXIBOKRkYXp7r9x7Cy91J4cJyRb784HW8MVa5q2OpbjSRSz5VdwW2hZkJbu6TVjbEySX3Tl2UzqDo360d3p04XNzuUdKTvTx6errwLydxJs+vsTsSklIRWrJa+PSlWwoX72Ryc/Mw5p3P0WH4W7h6O1hMPJY39D4+KRVO9nxjS+pF9mHLzckOttYWMDE2VJiZUd6MGmW4eEN6AXzCS70w+qkWbw2FoYGeWJmx4+BpaGhooHfn1iqOqqxG5fw+PXXxpnj7wvV7AIDWzcpPZni7O8HWyhyTR/eHlpa08szP2x2PI2KwbO0OxMQlAgDm/bgKDx5FiK8NAMjKzsXiT9/B2W3LcGjdDwCAg6eU2wKwMrJEzXcfTxVjJyIioobJ2tIMCcmpFd4f9aQkmcHPfEQVYjKD6AWXlJKGj7/9XWGbqpIZstY8s7/7XZw10LTk4nTXdoHifi4ONgqPMyqZaSE/5FRecmo6QkKj0Fxu5Sa9mIyNSpNVz9NOxsrCFBKJRGEI7cUb96Cjo43tK76AsZEB9PV04WhnVeO++37e7uLtHh1bAAAePIoos5980mLSh9+Kt5/upZqXl4/0jCzYWJrXKC4iZbOxMsepf5fg4s7lkEgk0NPVUbg/OLRsYk4ZZKvrW/h5PWPPF5esMiM7Jxf7T1xE59b+YgWaOrGzsRTnXLRq1hgAcOrSTSxbux3X74Tg2LlrsDQ3qXCmhKamJmIvbcPKhR+K22StGgBp1cXSz/8HANh3/AIuXL8r3mdjZY7XRvYDAHRu3Qy2VuZYvn4XCgoqbl2pDJdu3EfH4W/jz03/wdHOCnYNsHKIiIiIFNlYmiEhueI2U6zMIHo2JjOIXlCCIODBowjsOnS2zH3mpqqtzJCtwASAwJIEhJO9DXb98TVa+nsrtIIAIA7olrXSeNqpi9JhokFtA2shalJXTye9qkJLSwtWFqZiZYYgCLh44z6aN/WEjo42ACD+ynYEH1tX4/jkq0jemzQCQPnVFrflZmncuPcIw/t1AQCxF7yMbAWPjRpeqCTq1LqZeBF9xVcz8c7EYVj9w8cAgLsh4eJ+l27cx817j5TynFdvh8DZwQZWFmZKOV59ZGigh5i4RFy5FYzcvHy1bmM0tE9nAED/ru1ga2WOP/7Zi7fnL0bzAW/gyq1gdG0XWGkSWSKRQCKRiF93alWazNj710K8OrwPtLW18Ne/+xH9JBGvjxmArcs/R8ixdWIiXFdXB+++NhyRMfHYe/Tcc30f8YkpyMjMfuZ+U2b/gLNXpIO/K6v0IyIioobD2sIM8YkpEASh3PtZmUH0bExmEL2glq3dDp8er2DSLOlK7/Pbf4W5qTGA0kqHumZrbSGuzLQwM0HY6X8UVioO6tkBl3f/DhsrxZXnlVVm7DhwCi9NmQsA6No+sJYiJ3USfGwdDq37AbpPrf6uKhtLM3FmxuOIGCSnpqNtYFPxfiNDAxjo69U4zg4tfRHUNgB7/1ooJjaeTmaERsbih983KWz79YsZ0NLSxMMwxcoMWcxPnx9E6ualPp2xZMG7YgL7hlzyos2QaQjoN7nGz5Gbm4c7IaFo4dtwqzIAiH/Xu4x6FwDQws9bleFU6sv3J2P5VzPx8fRx6NW5FXLz8sX7BEFA9w4tqnW8Zk08YGpsiGY+jWBuagwjQwN0auWPm/elr7d2zZtiWN8uMDE2VHhc/65tASi+LqsqJzcPvr0nwrbVUJy5fKvC/fLzC3A7OBS9OrfCh1PH4LuPp1b7uYiIiOjFY21hhty8fFy9HVzu/SGhUdDS0oSdtUUdR0ZUfzCZQfSCunU/VOHr1gE+MDSQXqDNr+XWCpXp0MIPAGBvYwHXKg5wlsWdmVU2mSEb3KypqQGfRi5KipLUmZe7E3p2avXcj7e1skBcgrTNlKxKqE1g+X3aa8LI0ADHNy1G/27t4OZkBx0d7TLJjPc+WyoOxAWAvkFtYGNlDjcnOzyKeCqZUVJNYt2AV6FT/eLX2B3WlmbYuu8EBEEQX8PKcP9RBIqKihHQpGG3F/zqg9cVWu4FqnG7RR0dbUwdPxj6eroYO7iHuN3J3hqjBnTDy0N7V+t4mpqa2PvXQvz90xxx2+iB3cTbbQOblPs42aKK4NAocVtCUiqGvP4Jzl+9U+lzHj93HYnJacjJzcNf/+6rcL/7jyJQWFiENgE++G72NLR7quKUiIiIGiYbKzMAQKtBU3E3JEzhvtS0DBw9dw1BbQOgqalZ98ER1RNMZlC9cODERazfcQi5uXmqDqXeiI5LgI6ONvav+Q77Vn8LDQ0NcbV5dk757ZrqgizhYF+N3tFGhuW3mcrMykbUkwRIJBIc+vtHhfYTRBWxtTJHWkYWYuISsffoeQBAm4DyL3opi6amJjxdHXE3JAypaRkYOOljnL96RxwMO6B7O4QcX4cdv38JAPByc8LDsGjkya1clvVWZZspqi+0tLQwdlAPPHgciUs37uPWg8dKO7Zspoy3h5PSjlkfebk74ZtZb4hf15fKrV4lCWlfbzdEnvsXm5Z9qjATqao6tvJHs5IKIAAYN6SneFu+1Z88I0MDONpZKcxymTL7B+w6fAafLV5T6fPtPVbamup+OTOQzl25g6zsHLE6RDYrjIiIiAgALExNxNtnLt9WuG/HwdPIzy/AmEHd6zosonpFS9UBED1LQlIqBk6ejcLCIlx67T5+/vQdVYdUL8TEJcHBxhJ95Ppnr/1xNiZ+sBBTxw9WWVzvTByKiJg4zJo2tsqPqajN1MUb91FUVIzv50xDtw7NlRonvbhsSy72ObYdIW6TrdStTR1b+WHlxj34fMla7D16Hnn5BUhOTUffoDbY/ec3Csm4jq38sO/4BZy/dhdB7QIBAPFJ0lXtHABO9cmI/kFYsnorDp+5An1dXXF7bm4e9PR0K3lk+RKSUpGSliG2YWvEWQTo360dAKCxh7OKI6k6bW0txF3eDt2SWUXKYmxkgI1L5iE3L7/SFY3e7s64cjsYgiAgLOoJdh46AwCIjU+q8DHZObnY8t8JuDvbw8HWEvceRkAQBPF3992QMHQY/ha0tbXE9l/NfDyU+N0RERFRfVdYVCTevnzzAd4YO1D8+uqdEABA786t6zwuovqElRmk9lZs2IXCQukv/EcRMc/Ym2Ri4hLhYGulsK1t86a4d2RttaoilM3I0AC/fTVToS3Gs8jaTGWVJDMEQcD9h+E4eeEGAKBDSz/lB0ovrHFDeorVPgDQr2vbOqnqka2w+enPfwEAh09fQV5+Abzdncs8f8+OLQEAR85exZP4JBQXFyM+MRVAaWkyUX3Q3NcTEokEN+4+UmiplpyWUe1j5eXlw6blS2jc/WWElCQz6iIRqe6MjQxw7/AanPr3F1WHUi02VuYwNTFS+nHHDO6BiSP7VbqPt7sT0jOyEJ+YglWb/4MgCNDX08WtB6Hie42nLVu7A3GJKZj5+kg08XRFcmo6Eksq5gDg9gNpe8+CgkLEJ6aghZ83vNwbduUQERERKZr+8hC89cpL0NHRxsUb9xTuS05NBwBYsxKfqFKszCC1lp9fgF//3gkne+uSD4epqg6pXigoKER8Uiq6tA1QdShKIV+ZUVBQiJ7j38fJi9JEhrmpMVr5N1ZleFTPtA7wwa39qxAdlwgjA/06a8sS1DYAro62CI+Og5mJEVLTMwEAXu5lL8a29PeGqbEhNuw8jC+WrMUrw/ogKTUNWlqaKk1GElWXkaEBvNydcOz8NaRlZInbk1LSyyTcn+XnVVvE2/tPXISJsSEszU2VFmt95lNBSyUqn6wF1flrd7Fm6wE4O9hg2vjB+OT7P3DlVnC575/2HDkHE2NDvDFmIJau3Q4A2LTnKN5+dRgA4FG4dMHNkQ2L0MTTFXbWFmx/SURERAoszU2x9PP3EBOXhF2Hz2Dej3+ie/sW6NahOZJTM6Cvpwv956heJmpIWJlBau3f/44jNj4Jb738EhztrMU2K1S5JwnJEAQBDi/IRc/Syoxc3Lz/SExkAED/bm2ho+Q2FfTic3O2R8dW/gho6llnyQFNTU2c2LQYM18fhd1/fi2u2PVyK7tyV0tLC20Cm4gXx9ZuO4C9R8+jc+tm4uwbovoisIknEpJSUVhYhPEvSWcayFaeVZUgCPhz83/i1zFxiWjk4sCLxfRcXurdCQDw7me/IDImHmMGdUf75tIh3Wu2HsC/e48DkC6qWfDTX4iNT8KDxxFo0sgFuro6CCiZ0/HOp0two6TiSDbHJbDk7wpfm0RERFSRaeMHo6ioGF/+8je6j5uBmLhEJKemw8LMWNWhEak9JjNIra3bfgja2lp4Y+xAWFuYIj4pVdUh1QsxcYkAUO1Vr+pKdvE2MztHbFMyZlB3aGpq4O1XhqoyNKJqcXWyw49zp6NT62aYM308bK3M0dLfu9x9A5t6ltk2qEeH2g6RSOma+0pfyzMmjxDnOyRVM5lx5dYDhIRGoXuHFuK2+jQjgtSLq5MdurVvjojoOADAiH5BaNWsMSQSCVZt/g+j3lqAlLQMrNl6AJ8tXoP+Ez9CXGIKfBq5AAB6dGyJNycMAQDcevAYRUVFCA6NhLmpMSzMTCp8XiIiIiIA6NW5FUYP7CZ+/eUvfyM5LYPvI4iqgMkMUluZWdk4eu4aurYLhKW5KWyszJGdk1thL2MqFS0mM16MygwNDQ0Y6OshM6s0mfHNrDeQcWcf2rXwVXF0RM9n4sh+eHJ5O6wszMq9v3lTLwCAlpYm/vj2Q/g0csGogV3rLkAiJXlj7EAs/vQdfPH+ZFiUDEaubmXGiZIZSR+/OU7cJruYTPQ8Fs2dDp9GLmju64XWAT4wNjKAjVyP6pDQKASHRgKA+N6jsYc0mSGRSDClZGDno/AYdB3zHk5fugWzWpgBQkRERC8eiUSCjb/MhxB2HE293LBl3wnEJ6aI75WJqGKcmUFq6+Cpy8jPL8DgntKVyLIPmAlJqTA00K/kkRQZEw8AcLKzVnEkymNkqI+snFzcuPcIpsaGcHWyYwsHeqEFlqxmb+rphsmjB2Dy6AEqjojo+Viam+Ld14aLtwHpzIzqCIt6AgBo6uWKV4f3AYAXZi4UqUagrxfuHVkLQRDE9xPGRgaIS5S2NH0YHo2L1+8rPEZWmQEAjVyl846u332I05duAQA6t25WF6ETERHRC0D2/mPUgK5Y8PNqAGBlBlEVsDKD1E5UbDwys7Kxec8xAMDgnh0BADaW0iG9FbWaunzzPibP+g77j19AVGw8MjKz6yRedSS76OPubK/iSJTHUF8PMXGJuHIrGM19vZjIoBeet7sTPN0c0a9rG1WHQqQ0sj7A1W0zFR4dB21tLdjbWGL1j7Ox+sfZtREeNUDy7yfW/fQJvEval32xZK3CjC5AmkyTMTYygLWlGXYcPA0AGNijPb79eEodRExEREQvkoE92ou3OTOD6NlYmUFqJT+/AM7tR8HRzgrJqRno3KYZXBxtAZRWZsQnpeDzxWuw5+g5nNu2DJqamgCAH37fhE17jmFVyYDQ18cMwMqFH6rk+6hLV249wJe//I3fvpwBu5JBxqGRsdDS0oSj3YsxMwOQVmbcuv8YADBhaC8VR0NU+zQ1NRFyfL2qwyBSKsuS1WbVbTMVHhUHZ3sbaGhwHQ7VnrbNm+LyrhUw8euP+48iAAArvn4fbQJ88DgyFo3lKjMAoJGLAxJKFtm8O3G4+D6MiIiIqKqaeJYulmBlBtGz8RMhqZV7D8MBANFPEpGTm4fxQ3qK91mXJDNu3n+MT3/6C5du3EdMXBIAQBAEnLhwA+amxmIlx+WbD+o2+Dqy+/BZ/Pznv+LXv/69EzsOnkb3cTMhCAIAaWWGs70NtLRenHylUUlrMXNTY4yTe10QEVH9YWpiBB0dbTxJSK7W48Kjn8C1ZHEDUW0yNjIQb+9b/S2mjBuEQF8vDOvbpcy+jVwdxNuyQfdERERE1WGgryfe5swMomdjMoPUimzAIgB0aOmHSaP6i1/bWknbTP24crO4LTxa2k4pJDQKTxKSMWFoL+z84ysENGmE9BewzVRxcTEGvz4HM75YhtzcPABAemYWAGki6GFYNABpMsPNyU5lcdYG2fc5oHs76OvpqjgaIiJ6HhKJBI62VoiKTajyY1LTMpCWkcVkBtWZ18cMQLf2zdEnqPI2f29OGAJ/Hw/06twKVhZmdRMcERERvXB0dbQBKC6qIKLyvTjLtumFcO1OCADpSrjuHVpAW7v0JerqKL04L9+aIizqCTq09MOXS/8GAASVDAO1t7FE8IUbCkMdXwSyAZMA8DgyFl5uTngUHiNuW7J6KyaO6Iu0jKwXLplxJzgMANCnS2vVBkJERDXiZG+NuyFhVd4/PDoOAF64v2ukvqraprRjK3/c3L+qlqMhIiKiF529jSXCop4gOTVD1aEQqT1WZpBauX73IUyMDdG7S2volGSmZawsTGFkqK+wLTw6Dqcu3sTf2w6iT5fWYospO2sL5OTmvXBDwJev3yXePnXxJnS8euLanRD4lPRwXrpmO1oNmgrgxbvo08LPGwDQs2NLFUdCREQ14Wxvg6SUdOSUVBhWZst/x9Fv4kcAgIAmjWo7NCIiIiKiOrdo7lsAgKF9Oqk4EiL1x2QGqZVHETHwdncqd8CnRCJBIxdpb2J3Z3sA0sqMq7el1RwfTRsnVnLYlwxgfFZP7m+WrceCn/5SWvy16fqdEGzcdQSmxoYAgH92HxXv69jKr8z+bQJ86iy2uvDfXwtxaddyDtckIqrnnOysAQDRTypvNVVcXIyR0xcgNj4JrQN8MLhXx7oIj4iIiIioTg3t2xlC2HH4NfZQdShEao/JDFIbgiAgPikVdtYWFe7jUZLMaBPgA0MDPYRHx+HWg8cAAH8fd3E/2TFi45MqPNbxc9cw5/uV+GzxGmWEX+v2HD0HAPjr+48BACcv3hTv09DQwP4136GZT+mq1U6t/es2wFpma22BVs1erAQNEVFD5GQvTWZMn/cz0tIzK9wvKaW0reQ/v8wvd6EDERERERERNRz8VEhqIy09E/n5BeKg7/I0cnUo+b8j3JzsEBoZi5v3H8HexlJh8KIsmVFZZcYfm/YqJ/A6cv9RBACgR8cWMDc1RnFxsXjfS707oU9QG6xc+IG4zciQg6OIiEj9OJckMw6duoy12w5WuF9covRv+Px3XxUXMxAREREREVHDxWQGqY24xBQAgI1lxckMD2fpxQwPF3s09nDBw7BoXLkVjGY+iqV48m2mDp++jCmzf0BhYWG5z6elpam076E2PXgcCQdbK5gYGyp8v49ObkD/bu0AAC38vDBmUHds+e0zVYVJRERUKVllBgDk5uVXuJ9sQUJlFZtERERERETUcDCZQWojPikVACqtzBjapxPGDu6BQT06wM+7tK1UYFNPhf1cHW0BAGu3HUSvCR9g5cY9OHbuusI+iclpAIDCwiLk5xco4TuoPYIg4MHjSDT2cAYAtGrWWLxPNj8EALS0tLDxl/kY3i+ozmMkIiKqihZ+3nhlWB8ApX+Ly8NkBhEREREREcljMoPqREZmNv634BccOHGxwn1k7SQqq8yws7HEhiXzYGNlDr/GpcmMoLaBCvu5ONpi9vTxuHo7WNx26PRlhX0SU0ovoGTn5Fbp+1CFzKxsmDUbiIzMbDGZ0VpudoREIlFVaERERNWmoaGBJQveAaD4t/hpsgpKW+uK3xcQERERERFRw8FkBtW6uyFhGPz6HCxZvRV9X52FY2evlbufWJlRxYsW/nLJjI6t/MrcP3l0f4Wv9x49L94WBEFhNWh2bl6VnlMVbt0PRXpGFgDAp5ELAKB1AAdhExFR/WVibAhtbS0kJKeWe39RURErM4iIiIiIiEgBkxlUq/Ly8tF55Ls4fv46jAz1AQCr/v2v3H3jEmQzM8yqdGxPN0fxtomxYZn7Za2mZO49DEdOSdIiOydXoU+3OldmPHgsHfw9oHs7TBzRF4C0tdS08YPx768LVBgZERHR85FIJLAyN0VCyUIGeav/3Qdd7144fPoKgMrbTxIREREREVHDoaXqAOjFFPw4Ej+s3ARLMxMkp6ajYys/bPn1Mwx5Yy52HDyNlLQM6GhrwdBAH3l5+Th+/jruhIQCAGytqrYCU0tLCwf//qHCixxaWlrQ09URkxaCIOBhWDT8fTzK9OjOzlHfyozg0CgAwHezp8HUxAiA9CLQb1/NVGVYRERENWJtYVZum6m//t2PoqJiXL/7EHq6OjA00FdBdERERERERKRumMygWrHg59XYuOuI+PWGxfNgZ2OJl3p3wsUb92ARMAhmJkZ4fGojxr7zOQ6cvARA2kfbwsy4ys/Tq3OrSu/X1dFGbl4+Apo0wo17jxAcGgl/Hw+xrYW1pRkSklKRla3OlRmR0NDQQCMXB1WHQkREpDTWlqa4fPNJme0OtpbibW9357oMiYiIiIiIiNQYkxmkdOkZWdhx8DTMTY0xZlB32FqZw6Wk5ZO/T+mci9T0TFgEDAIABDb1RAs/b7T094ampqbSYtHR0QYgnTVx494jvD1/Mdyd7cXKDBcHGyQkpSI7V32TGcGhkXBzsoOuro6qQyEiIlIaawszpGVkIT+/QPx7DQBJqenQ19PF/jXfwcXBRoUREhERERERkTrhzAxSuo27jiAnNw8LP5qCX7+cgU/fmyje19TLrcz+v34xA1f3rsSf383C9JdfUmosv37xHgDgo2njAABPEpIx9t0vxLYWLg7SJIu6tplKz8hCcGiUOPibiIjoRWFlYQoAZVpNJSanwdbKHF3aBsDN2V4VoREREREREZEaYmUGKZUgCFiyehtMjQ0xbkiPMvc/PZT785mT8ObLQ2otnhH9u0IIO66wLSI6TqEyA1DfAeDbD5xCfn4BhvTqqOpQiIiIlMrawgwAkJCUCgdbK3F7Umo6bCzNVBMUERERERERqS1WZpBSXb/zEHdDwjBxRF8YGRqUuV++hdS1vSsx791X6iy2a3tXolNrf+Tm5ePPzf9BU1MDAU08AQBZaprM2LjrCHR0tDFyQFdVh0JERKRUluYmAIDk1AyF7YnJabA0M1FFSERERERERKTGmMwgpTp/7S4AoGenlhXuM6B7OwBAE0/XOolJJtDXC2MHS6tFbj8IxdjBPeDhIm1foa6VGaFRT+Dt7gRz06oPRSciIqoPLExLkhlp6eK2nNw8ZOfkii2oiIiIiIiIiGTYZoqU6sJ1aTKjbWDTCvfZtvwLZOfkqmSgddvAJuLtuW+/jPTMbADqOzMjMyunTGsuIiKiF4GFmTRRL1+ZkVQyP8PSjMkMIiIiIiIiUsRkBinV+Wt34eHiAOtKel3r6GhDR0e77oKS09K/MQ6t+wHNfBrBxsocd4JDAahvZUZmdg6MDPVVHQYREZHSWZjJ2kyVVmYkpUhvszKDiIiIiIiInsY2U6Q0Obl5ePA4Ei39vVUdSqV6dmoFGytzAICBvh6Aup+ZkZ6RhYKCwkr3EQQBmVk5MDJgMoOIiF485VZmlCQ2ZPM0iIiIiIiIiGSYzCCliX6SAABwc7JTcSRVZ1iSzKjLNlPZObkw9R+AV2Z+Xel+uXn5KC4uZmUGERG9kMTKDLmZGQlJqQDAAeBERERERERUBpMZVGXxiSn445894oWGp0XGSJMZzvY2dRhVzRjo6wKo2zZTsiHp/+w+Wul+mVk5AMDKDCIieiGZGhtCIpEoVGZcuxMCAPB2d1ZVWERERERERKSmqpTMePfdd+Hm5gaJRILr16+L20NCQtChQwd4e3ujdevWuHPnTm3FSWrg17934I2Pf0CjoHEoLCzbIimqpDLDyc66rkN7bvp6smRG7VRmFBcXY8FPf+HW/cfituPnr4u3X//ouwqTQ5nZJckMVmYQEdELSENDA+amxgozM46fvw4zEyM0a+KhwsiIiIiIiIhIHVUpmTFixAicPn0arq6uCtunTp2KKVOmIDg4GB999BEmTpxYGzGSmkhMSQMAZGRmIzg0qsz9UbEllRkO9SeZoampCV0dbWTn1k5lxsXr9/DZ4jX4dvkGcZt8MuPPTf/hw69/E7/OyMzG/xb8godhUazMICKiF56FmbFYmZGYnIrLtx6gS5sAaGpqqjgyIiIiIiIiUjdVSmZ06dIFTk5OCtvi4+Nx+fJlTJgwAQAwfPhwREZG4uHDh8qPktRCRmaOePvG3UcK96WmZeDs1dsA6ldlBgAYGxkgLSOrVo599qq0WunMZenPRhAE3Lj3CI1cHaCrow0AWLP1ACa89yUehkVh9ne/Y8nqrfjw6+WlyQxWZhAR0QvKwtQEyWnpyMvLR9uXpqOoqBgDe7RXdVhERERERESkhrSe94GRkZGwt7eHlpb0EBKJBC4uLoiIiICnp2eZ/RctWoRFixaJX6enp+PAgQMAAFNTU7Rr1w7nz59HWpp09X+jRo3g4uKCY8eOiY9p27YtsrOzcevWLQCAtrY2unfvjhs3buDJkycAAAcHB/j7++PIkSNiK6RmzZpBT08PFy9eFI/VvXt3hIaGIjQ0FABgZmaGtm3b4uzZs8jIkK4Q9PLygoODA06cOCE+rn379khPTxdbaunq6qJr1664fv064uLiAABOTk7w9fXF4cOHUVRUBAAIDAyEtrY2Ll26JB6rZ8+eePjwIcLCwgAAFhYWaN26Nc6cOYPMzEwAgLe3N+zs7HDy5EnxcR06dEBKSgru3bsHANDT00NQUBCuXr2KhISS6ghnZzRt2hQHDx6EIAgAgObNm0NDQwNXrlwRj9W7d2/cv38fERERAAArKyu0bNkSp06dQnZ2NgDAx8cHVlZWePg4VHzc5Zv30CHQE/fv3wcAfLpsCy7clPa5vnblEjQ0pK8HHx8fHDx4UHxcy5YtUVxcjGvXrgGQvm569+6Nu3fvIjIyEgBgbW2NFi1a4MSJE8gtqZho0qQJzM3NcfbsWfFYXbp0wZMnTxAcHAwAMDIyQseOHXHp0iUkJycDANzc3ODp6YnDhw+Lj2vdujUKCgrElmlGejqIS0zBnTt3EBUlrTixtbVFYGAgjh8/jrw8aQsqX19fmJiY4Ny5c+KxgoKCEBMTg5AQ6fdubGyMDh064MKFC0hNTcW2vUcAAGFRT7Bh0xboaGshPSMLg3u0x4LVE/5/HEQAADe5SURBVHD4+Gn8vPY/rN9xGP/+dwLFJa+XC9du48ZtaQIkKiJcPFf8/f1hYGCACxcuiDF069YNERERePRImmDi+RQGQP3Pp9OnT4uP69SpExITE8XzycDAAJ07d8aVK1eQmJgIAPXmfNLU1ETPnj1r5XwCAHd3d7i7u+Po0dKZM23atEFubi5u3rwJANDS0kKPHj1w69YtxMTEAADs7OwQEBCAo0ePoqCgAADPJ55PPJ/U4XzS09FEVGwCfv3zbzyOiEHfTgEY3qcDYmJieD7xfALA80mGf5+keD7xfOL5xPMJ4Pkkw/NJiueTFM8nnk8v0vlUGYkgOxOqwM3NDTt27EBgYCCuXLmCcePG4cGDB+L9bdq0wcKFC9G9e/dnHsvJyUl8YVH90HP8TJy/dheFhUXo1r459q35DoB0LoSmR+m/uRB2XEURPp8e42biyq0HSL21V2nHvHo7GItXbcWWfSfE4eL//roAbk52aD14Gr78YDI+eftlcf8vlqzF/EWrAACGBnrIys7ForlvYeaXy7B+8VyMG1L5iUxERFQfjf/fl9iws/QDyd8/zcGEob1VGBERERERERGpUmV5gyq1mSqPs7MzYmNjxWyOIAiIiIiAi4vL8x6S1Fx6ZjYszEzQ3NcLpy7dRHxiCgAgRG5+xnezp6kqvOdma2WOtIws5OYqbwj4/EWrsHbbATjaWeH9N0YBAO49jEBopDQj6uHsoLD/lLEDxdtrfpwNAPhy6d8AODODiIheXFPHDVL4urEH30cSERERERFR+Z47mWFjY4MWLVpg3bp1AICtW7fCycmp3BZTVL89iU9Cfn4BMjKzYWJkgPffGIWs7Fx8//s/AIDz1+4CADYt/RQfTh2jylCfi62VOQAgPikVYZGx1XpsTm4e4hKSy2x/FB6Dxh7OCD62DvPffRUAEBIWhccR0hIzd2c7xRisLbD7z69xbtsyDO3TGW0CmiA5NR0AZ2YQEdGLq0vbAPz1/Ufi1409nFUYDREREREREamzKiUzpk6dKpZ39OnTR0xYrFixAitWrIC3tzcWLlyIv/76q1aDpbqXkZkN+zbDMXDybKRnZsPY0ADD+wXBwdYKh09Le/MdOXsVANC+ha8qQ31usmTGig274d55LM6XDO2uipHTP4Vd62FIlxsgXlxcjNDIWHi4SKsvTIwNYWNljodh0bh0U9qD0N3ZvsyxBvbogHYtfKGhoYGJI/qK21mZQURELzL59w8mxoYqjISIiIiIiIjUWZUGgK9YsaLc7Y0bN1YYlkIvnnsPwwEAh05dBgD4ebtDIpGgmY8Hjp+/jozMbGw/cAptA5vA2cFGlaE+NztrCwDArsNnAACXbj5AuyomZvYePQ8AuBsShnYtfCEIAu49DEdefgE8XEoTFp6ujjh7RTrQW5bcqEwTz9I2G6zMICKiF5l3STWG7O8xERERERERUXmeu80UNQwPHkcqfG1ibAAA8PV2Q25ePn76819kZuXU6wHVtlbSiye3H4QCAIJDIyvbvVy3g0ORk5uHvq/Mgl/v1wAoVl+4OtqKt//7ayEkEkmlx2vi6SreZmUGERG9yCQSCaLO/4vbB1nhS0RERERERBWrUmUGNVwPHkcofG1sWJLM8HIHAHz601/Q09XBuCE96jw2ZbG1VqySCH4cVcGeZdnbWCI2PglvfPwDdh46g4OnLon3yQ/51tSU5g0nj+6Pjq38n3lc+coNVmYQEdGLztHOWtUhEBERERERkZpjMoMqVaYyw0iazPBr7C5ue3lYb1hZmNVlWEplb2Op8PWlm/cRFhkLt3LmWjzNwswYsfFJAIA9RxRbrrk5lQ75XvDeROjp6uD72dOqFJN85QYrM4iIiIiIiIiIiKihYzKDKnX/UQQ8XBzwOCIGAGBckswIaNIIA3u0h4mRIb58f7IqQ6wxO2sLONlbIyo2AQCQkpYB985jcXj9j+jRsWWlj83MyimzLfjYOmzddwKBvp7itkaujli58MNqxfXX9x/h+Pnr0NHRrtbjiIiIiIiIiIiIiF40nJlBFXoYFoXbD0LRulljmBobAihtM6Wjo43df36D9YvnPnOYtbqTSCTYtfJr2FlboE+X1uL28f/7Ejm5eZU+NiMrB20Dm+DEpsUAAE83R3i5O+Hj6eOfORfjWSaO7IfVP86u0TGIiIiIiIiIiIiIXgRMZlCFflm9HQAwZdwgWJqbAgDy8gtUGVKtae7nhdhL27BvzXdIu7UXP89/G3GJKVi1+b9KH5eRlQ0bK3N0aRuATUs/xaG/f6ijiImIiIiIiIiIiIgaDiYzSMHjiBi0GTINP/3xL35Zsw3Nfb3QrX1zWJqbAACSUtJUHGHtkkgkMDE2xOtjBkBHRxv7jl+ocN+8vHwUFBSK1SqjBnar0pwNIiIiIiIiIiIiIqoeJjNIwfL1u3Dpxn3M/HIZ9PV0sXnZp5BIJJj3zisAgNEDu6s4wrphaKAPK3NTJCZXnLzJyMoGABgbckA3ERERERERERERUW3iAHBS8CQhWbw9vF8XeLo5AQAG9eyA4tBjNZ4DUZ9YmpsgKTW9wvtlw79lQ9GJiIiIiIiIiIiIqHawMoMUXL0dLN6eMWmkwn0NKZEBAJZmJkhKqTiZkVGSzDAyYGUGERERERERERERUW1iMqMB+WbZerR76U0UFBSWe392Ti7uPYzA0D6dkXxjN5r7edVxhOrFwswEqemZKCoqKvd+sc0UKzOIiIiIiIiIiIiIahWTGQ3InO9X4sL1e9hz5Fy599+89wjFxcVo6e8Nc1PjOo5O/Viam0AQBKSkZZR7f0ambGYGkxlEREREREREREREtYnJjAYiTm4Wxp+b95a7z9U7IQCA5r4NuyJDxtLMBADKtJoqKirC/EWr0PfVWQA4AJyIiIiIiIiIiIiotjGZ0UCcunRTvH3rQWi5+8jmZbRgMgOAtDIDAFoNnor7D8PF7Rev38cXS9aKX7PNFBEREREREREREVHtYjKjgThy5ioAwMXRFmnpmeXuc/V2COxtLGFnY1mXoaktSzNTAEBmVg7eWbBE3H73YZjCfhwATkRERERERERERFS7mMx4wWVl52DuD39g+fpd8PZwRks/b6RnZkMQBHGf4uJiJKWk4XZwKFo08KHf8mSVGQCQnpEt3r5XUqUhmytiYmRYt4ERERERERERERERNTBMZrzgvl62Hl8tXQcAGNi9PUyNDSEIArKycwAAB09egkOb4bBqPgQFBYUY2b+rCqNVL/LJjIs37mHpmm3Iy8vH/UcR0NHRRuipjdiz6hs0ZwKIiIiIiIiIiIiIqFYxmfECCwmNwqI/NgMArC3N8OrwPmIVQVpGFgBgzvcrEZeYAgDQ09XBmEHdVROsGjI1Vqy4eOfTJWg+4A3sPXoenq6OMDUxwoDu7VUUHREREREREREREVHDoaXqAKj2TJ3zI3Lz8nFi02J0aRsAADAxlg6rdmo3En2D2uDKrWBMHt0fk0cNgIG+LnR1dVQZslrx9XbHb1/OgK6ODj5fsgYeLg44f+0uAMC/sbuKoyMiIiIiIiIiIiJqOJjMeEGlpWfi2LlrGNa3i5jIABSrDfafuAgAmDJ2ENoENqnzGNWdRCLBtAlDAACvjeoHAEhMTsX+ExfRqZW/KkMjIiIiIiIiIiIialDYZuoFk5KWgaFT5sKs2UAAKHPRXX5YtZaWJo7/8zMTGdVgZWGGCUN7w83ZXtWhEBERERERERERETUYTGa8YFas34UdB0+LX7cJ9FG4X74y499lCxDULrCuQiMiIiIiIiIiIiIiei5MZrxgwqKeKHzd3NdL4Wv5ygw7a4s6iYmIiIiIiIiIiIiIqCY4M+MFEx2XCG1tLXz70VQkJKfCQF9P4X7ZAHAAsGUyg4iIiIiIiIiIiIjqASYzXjDRTxLhYGOJGa+PLPd++TZTtlbmdRUWEREREREREREREdFzY5upF0xMXCIc7awrvF++zdTTVRtEREREREREREREROqIyYwXSEFBIeKTUuFga1nhPvKVGURERERERERERERE9QGTGS+IlLQMuHUaA0EQ4GhrVeF+Rob6dRgVEREREREREREREVHNcWbGC2L7gVOIiUsEAFiam1a4n6amJob06oi2gU3rKjQiIiIiIiIiIiIiohphMuMFsefIOfG2t7tTpfvuWPlVbYdDRERERERERERERKQ0bDNVT+Xk5om38/LycfDUJXRs5YczW5diRP8gFUZGRERERERERERERKRcTGbUQ//sOgJj337YefA0AOD4+evIys7FoB4d0KGlHzQ1NVUcIRERERERERERERGR8jCZUc9cvH4PEz9YiKKiYuwoSWbsPnIWADCoZwdVhkZEREREREREREREVCuYzFBTeXn56Dj8baxYv0vclp2Ti+FvzodEIoGtlTmOnruGM5dv4e/th9DI1QFNPF1VGDERERERERERERERUe1gMkNNXbkdjLNXbmPaJ4uQnJoOAPht3U5ExSZg4UdTMLRPZ0REx6HTiHdQXFyMld98CIlEouKoiYiIiIiIiIiIiIiUj8kMNXX+2l3x9t/bDiIzKxsLf9sAJ3trTB03COOG9BTvX/DeRHTr0FwVYRIRERERERERERER1TotVQdA5Tt39Y54+8SFG7hyOxiJyWlY/tVM6OnponObZvjnl/n479gFTH/5JdUFSkRERERERERERERUyySCIAiqeGInJydERUWp4qnVXn5+AVw6jIK1pRnSMrIQGRMPAGgT0ASn/l0CHR1tFUdIRERERERERERERKRcleUN2GZKDf22bifiElMwdnAPNPPxAAA4O9jg3PZlTGQQERERERERERERUYPDZIaa+WbZerz3+VLYWVvg3YnDoKEh/Sdq0shVvE1ERERERERERERE1JDw6rgaSUvPxDe/rYe3hzNOb/kFRoYG+OStCXCwtcKPc99UdXhERERERERERERERCrBAeBqZMWG3cjIzMaST99BI1dHAEDb5k0RfWGLiiMjIiIiIiIiIiIiIlIdVmaokc6tm+HlYb0xbkhPVYdCRERERERERERERKQ2WJmhRtq39EX7lr6qDoOIiIiIiIiIiIiISK2wMoOIiIiIiIiIiIiIiNQakxlERERERERERERERKTWmMwgIiIiIiIiIiIiIiK1xmQGERERERERERERERGpNSYziIiIiIiIiIiIiIhIrTGZQUREREREREREREREao3JDCIiIiIiIiIiIiIiUmtMZhARERERERERERERkVpjMoOIiIiIiIiIiIiIiNQakxlERERERERERERERKTWmMwgIiIiIiIiIiIiIiK1xmQGERERERERERERERGpNYkgCIIqnlhXVxfW1taqeGq1lpmZWWZbXl4edHV1a7Sdx1D+MdQ9Ph6jfsXHY9Sv+HiM+hUfj1G/4uMx6ld8PEb9io/H4L95Qz+GusfHY9Sv+HiM+hUfj1G/4msox7C0tCyznYCEhATk5eWVe59WHcciqiighs7JyanMtoyMjHJf3NXZzmMo/xjqHh+PUb/i4zHqV3w8Rv2Kj8eoX/HxGPUrPh6jfsXHY/DfvKEfQ93j4zHqV3w8Rv2Kj8eoX/E1lGNERUWV2U6VY5spIiIiIiIiIiIiIiJSa0xmEBERERERERERERGRWlNZmykq38yZM8tsO3HiBIKCgmq0ncdQ/jHUPT4eo37Fx2PUr/h4jPoVH49Rv+LjMepXfDxG/YqPx+C/eUM/hrrHx2PUr/h4jPoVH49Rv+JrKMeg6lPZAHAiIiIiIiIiIiIiIqKqYJspIiIiIiIiIiIiIiJSa0xmEBERERERERERERGRWmMyg4iIiIiIiIiIiIiI1BqTGUREREREREREREREpNaYzCAiIiIiIiIiIiIiIrXGZIYaKSwsxLVr15CWlqbqUNRaXl4eduzYgZ9//hlLly7FsWPHVB2SWrty5Qree+89vPTSSxgxYgQ+/fRTxMXFqTostbV06VIkJCSoOox67bXXXlN1CGrt9u3bqg6h3uvVq5eqQ6i3bty4oeoQ1FZOTg4iIiLKbL9z544KolF/+/fvF19PR44cwbx587Bp0yYVR6W++P6i+vgaqzn+vawe/ryqj+/7K5eSkoJVq1ZhwYIFWLBgAVatWoXk5GRVh1UvLV++XNUh1Ct79uxRdQhUDfz3qh6JIAiCqoNoqI4ePYqRI0dCIpFg69at+PDDD5GRkYGEhARs3boVQUFBqg5R7Rw7dgwTJ06EmZkZHjx4gM6dOyM6OhpGRkbYvn07HB0dVR2iWlm8eDFWr16NLl264MCBA+jWrRsAYOfOnfj333/RsWNHFUeofvT19aGhoYE+ffrg9ddfR79+/SCRSFQdltqaOXNmmW2rVq3CpEmTAACLFi2q65DUnoaGBvz9/TF58mRMmDABFhYWqg5JrQ0bNqzMtoMHD6J3794AgG3bttV1SPWai4tLuRfsG7qDBw9i1KhREAQBjRo1wubNm+Hp6QkAaNGiBa5evariCNXLhx9+iAMHDqCwsBCvvPIK1q1bh/79++PYsWPo1asXvv76a1WHqHb4/qJ6+BqrPv69rB7+vKqP7/urZ+vWrZg+fTq6desGV1dXAEBYWBhOnDiBZcuWYfjw4SqOsH7he9jq4c+rfuG/V/VoqTqAhmz27Nk4cuQIUlNTMXz4cGzevBndu3fHxYsX8f777+PUqVOqDlHtvP/++zh8+DC8vLxw6dIl/PLLLzh06BBWrlyJt956Czt27FB1iGrl999/x6VLl2BgYICEhARMmDABBw4cwJQpU/Dmm2/i/Pnzqg5R7fj4+GD//v1YvXo1Zs6ciSlTpuDVV1/FpEmT0KhRI1WHp3ZWrFiBYcOGiRf9AEAikcDU1FSFUak3X19fzJ8/H3/++SfmzJmDgQMH4vXXX0fPnj1VHZpaOnv2LAYNGoROnToBAARBwKlTpzBkyBAVR6a+lixZUu52QRCQmZlZx9HUD3PnzsXJkyfh7++PVatWoWfPntizZw/8/PzAdT9l7d27F9evX0dWVhacnJwQHh4OKysrZGVloU2bNrzQXA6+v6gevsaqj38vq4c/r+rj+/7q+eSTT3DhwgW4ubkpbA8NDUW/fv2YzChHeUlGQHp+JiUl1XE06q+8BCMg/Xmx44v64b+X8rAyQ4WaN2+Oa9euAQA8PT3x8OHDcu+jUoGBgbh+/br4dcuWLXHlyhUAQOPGjfHgwQMVRaaeAgICxPJ8QRDQvHlz8efn6+vL1hnleHoF7qlTp7Bq1Sps2bIFrVq1Yluzp9y7dw9Tp07FqFGj8PbbbwMA3N3dERoaquLI1Jf8aywyMhJr1qzBX3/9haKiIkyaNAnz589XcYTqJT4+HtOmTYOHhwe++uor6OrqwsPDA48fP1Z1aGpLW1sb48ePL3fV95YtW5CRkaGCqNTb0++7jhw5gsmTJ2Pnzp147bXXWJnxFPmfl6OjI6Kjo8u9j0rx/UX18DVWffx7WT38eVUf3/dXj5eXF0JCQsq97+nrPyRlaGiIn3/+GTo6OgrbBUHABx98gMTERBVFpp709PQwa9YsaGpqlrnvp59+Qmpqat0HRRXiv5fysDJDhYqLi8XbI0eOVLivqKiorsOpF4yMjHDs2DF069YNW7ZsgY2NjapDUmuenp6YP38++vfvjw0bNqB58+YApPNZCgoKVBydeno6v9u5c2d07twZixcvZp/mcjRp0gRHjx7F559/jt69e2PlypVsm1ENzs7OmDt3LubOnYsjR45g1apVqg5J7djY2GDbtm1YtWoVunTpgqVLl6o6JLXXpEkTzJ49G40bNy5z3+HDh1UQkfrLzc1FXl4edHV1AQA9evTAmjVrMHjwYOTn56s4OvVjbm6OpUuXIi0tDVZWVvj222/x6quvYv/+/TA0NFR1eGqJ7y+qh6+x6uPfy+rhz6v6+L6/elq3bo1JkyZh2rRpYpup8PBwLF++HK1atVJxdOopMDAQzZs3L/fnM2/ePBVEpN78/PwwcuRI+Pv7l7nvjz/+UEFEVBn+eymRQCrz2muvCWlpaWW2P3z4UOjYsaMKIlJ/Fy9eFJycnAQ9PT3B3d1duHnzpiAIghAbGyt89tlnKo5O/cTFxQnjx48X/Pz8hIkTJwpJSUmCIAhCUlKSsG/fPhVHp57eeustVYdQb50/f15o2bKlYGNjo+pQ1Frbtm1VHUK99fjxY6Fbt26ClZWVqkNRa6tWrRL/Pj5t9erVdRxN/TBnzhxh//79ZbafOHFC8PLyUkFE6i0kJER46aWXhGHDhgnh4eHCRx99JBgZGQkBAQHCtWvXVB2eWuL7i+p5+jU2a9Ys8TV2/fp1VYen9vj3snr486o+vu9/tuzsbOHzzz8XfH19BWNjY8HY2Fjw8/MTFixYIGRlZak6PLV06dIlITo6utz7Hjx4UMfRqL+9e/cKISEh5d535MiROo6GnoX/XsrDNlNqSLZqXl9fX9WhqK2kpCRYWlqqOgwiekpOTg4ePXoEPz8/VYdCL7D09HSYmJioOgwiIiK1xr+X1cOfV/XwfT8REakC20ypWFFREU6cOCFOrXdxcUFQUBATGZUoKirCjRs3yvzMyus7RxXbs2cPBg4cqOow1FJOTg4SEhLg4uKisP3OnTvw9fVVUVTqKyUlBdu3b1c4Jx0cHGBhYaHiyOofJmrL9/Q5KbvQwHOyYuWdly+99BLPy+dw48YNBAQEqDqMeoM/r4rx/UX1lPd7bOjQoTA3N1dxZPWH7O8l3/eXj+8vqo/v+5WDfysrFhoaisjISLRu3VrhutihQ4fQq1cvFUamnu7du4eNGzcqnJOjR4/m7zA1JZtpGxAQgJCQEOzZswfNmjVDjx49VBxZ/aKh6gAaslOnTsHNzQ1z5szBvn37sG/fPsyePRtubm44efKkqsNTS/yZKc/06dNVHYJaOnjwIOzt7eHv748WLVooDGZ7+eWXVRiZetq6dSt8fHxw8OBB5OTkICcnBwcOHEDTpk2xdetWVYdX78jm2lApnpPVx/NSuQYNGqTqEOoV/rzKx99l1SP7PXbgwAGF32NNmjTh77HnwPf9ZfGcrD6+v1Ae/q0s3/r169GmTRu89dZb8Pb2xrlz58T7PvroIxVGpp6WLVuGfv36IS8vD23btkXbtm2Rl5eHAQMGcA6QGvrll18wePBg9O/fHz/99BNGjx6N4OBgTJ8+HStWrFB1ePUKKzNU6K233sL27dvLDDe6dOkSJk2ahFu3bqkoMvXFn1n1zJw5s9ztgiAgLS2tjqOpH+bOnYuTJ0/C398fq1atQs+ePbFnzx74+fmVGd5JwCeffIILFy7Azc1NYXtoaCj69euH4cOHqyYwNbZr164K78vNza3DSOoHnpPVx/Oy+pYsWVLudkEQkJmZWcfRqD/+vKqPv8uqh7/Hqo/v+6uH52T18bysHv6trL7vv/8e165dg5OTEw4fPozRo0dj9erV6N69O8/LcixevBjXrl0rU7H40UcfoW3btnj77bdVFBmVZ+XKlbhz5w4yMjLg4eGBBw8ewMXFBQkJCejduzemTp2q6hDrDSYzVCg3N7fMRXkAaN26NfLy8lQQkfrjz6x6fv31V8yaNavcFlwSiUQFEam/goICNGvWDAAwefJkuLm5YeDAgdi5cyd/ZuUoKioq84EGANzd3VFYWFj3AdUDQ4cORVBQULlvyDMyMlQQkXrjOVl9PC+r7/3338f48ePLfU0VFBSoICL1xp9X9fF3WfXw91j18X1/9fCcrL7/t3fvsVXX9x/HX12HpVgYPWWNU0pbzmoptKVcCijMusIuBUGYMG4SaDdGt2iiw2yDkA0qhN2yADOBMajcdOE2HYhcS0GijoJRxAW2cWuHOgoFsYy29PL+/WE4Wtv648VO+vl+5+uRkBzO9593nt/L+Z7z7fke7ZccvVbyzAzdu3cHAIwYMQI7duzAmDFjsHLlSu2XrWhqamr11otdu3ZFU1OTg4nks0RGRiImJgYxMTEIBoOhWxx++ctf1vZN0sUMh4LBIIqKilBYWIj4+HgAQGVlJZYvX47k5GTH03mTmnHS09MxYcIEZGRktFi2atUqBxN5X21tLerq6hAVFQUAGD58ONauXYsxY8bgxo0bjqfznuzsbBQUFKCwsBCJiYkAgPLycqxYsaLVC48CpKSkoLi4uNU3gwkJCe0/kMdpn+Rpv+SlpaVhzpw5SE1NbbFs3759DibyNvXi6VjG0XGMp/N+jvZJnvZLjl4reU1NTaiurkbnzp0BABkZGdixYwdGjRqFDz/80PF03pOXl4dvfOMbmDlzZrN98o9//CNGjhzpeDr5tMbGxtDjBQsWNFumP87m6DczHFq3bh3Ky8sRDAYRHR2N6OhoBINBlJeXY/369a7H8yQ14xQVFbX5Y/Jr165t52n84Tvf+Q4OHDjQ7LmcnBysX78+dFIlH1u9ejWSk5NRUFCAlJQUpKSkoKCgAImJiSguLnY9nidNnz4dly5danVZYWFhO0/jfdonedoveU8++WSbH14tXLiwnafxPvXi6VjG0XGMp/N+jvZJnvZLjl4reT/4wQ9w9OjRZs/17t0bL7/8MgYMGOBoKu9atmwZpk2bhnXr1mHmzJmYOXMm1q1bh0cffRRLly51PZ58SmFhYehODJ+8Ld+JEyfwta99zdVYvhRhuvGcJ1y+fBkAEAgEHE/iH2omIiIiIiIiIiIi8vmgb2Z4RCAQQCAQwOLFi12P4htqdnv0w2y8xx9/3PUIvqJePB3HONrGeGrGUzOOevHUjKNePJ33c7SN8dSMo148Hcc46uUvWl+3RxczPGbz5s2uR/AdNeOcPXvW9Qi+8+qrr7oewVfUi6fjGEfbGE/NeGrGUS+emnHUi6fzfo62MZ6acdSLp+MYR738Revr9uhihsforl88NeOoF0/NOOrFUzOOevHUjKdmHPXiqRlHvXhqxlEvnppx1IunZhz18hetr9uj38zwmJKSEgwfPtz1GL6iZpyrV6/iS1/6kusxfOXEiRNIS0tzPYZvqBdPxzGOtjGemvHUjKNePDXjqBdP5/0cbWM8NeOoF0/HMY56+YvW1+3RNzM85Pjx4ygvL8fRo0ddj+JpjY2N2L9/P9asWYM1a9YgIiICjY2NrsfyrJqaGlRUVIT+f/NA+be//c3VSJ5248aNZlfHX375ZfzpT3/C1q1bHU7lLzdP0I8dO+Z4En9oaGhAIBDA1atXXY/iSe+8806L5/Qm8NY0NTWFHt9sduXKFVfj+M7zzz/vegRPO3nyJCorK0OPX3vtNRw+fNjxVN6n/fL2XL9+HbW1taiurnY9iqe9//77WLJkCZ544gk89dRT+POf/4y6ujrXY/mGzmE/m94n8a5cuYLi4mLMnz8f8+fPx+uvv47Lly+7HsvT9PnFrXvppZfQ0NDQ7Dl9MO5t2r7DQxczHBo+fHjoTeCmTZvw7W9/G7t27cL48ePxhz/8wfF03nTo0CEkJSVh7ty52LlzJ3bu3Ik5c+YgKSkJr7zyiuvxPGfPnj34yle+goyMDPTv3x+nTp0KLZs2bZrDybxr8ODBoRPM3//+9/jJT36C2tpa/OpXv8KCBQscT+cvo0ePdj2CJ+3fvx9xcXHo1q0bDh48iPvvvx9TpkxBMBjEwYMHXY/nOZmZmejbty+WLVumN3+36OjRo0hOTkZ0dDTGjRuHixcvhpbpG0CtW7ZsWYt/y5cvDz2W5n7zm98gJycHAwcOxIYNG/DNb34Tu3fvxne/+10sXbrU9XiepP2S89Of/jT0+NixY/jqV7+KyZMnIxgM6py/DZs2bcJ9992H0tJSPPfcc3j33XexadMmpKam4sSJE67H8xWdw7ZO75M4W7duRa9evbBnzx7U1NSgpqYGu3fvRu/evXUBqA36/ILz8MMP4+6778aPf/xjfRjuA9q+w8jEmYyMjNDjIUOG2Llz58zMrKqqqtky+VhGRoYdOXKkxfNlZWWWnp7uYCJvy87OtmPHjllTU5OtWrXKEhMT7fjx42ZmlpWV5Xg6b/rkvpednW2XLl0yM7Pr169rG2vF0qVLW/23ZMkSi42NdT2eJw0aNMjefPNNKy0ttbi4OCspKTEzs8OHD9uwYcMcT+c96enptmXLFsvLy7M777zTJk6caHv37nU9lqcNGzbMXnrpJbt06ZLNmzfPevXqZefPnzczHfvbEhkZaWPGjLEZM2aE/sXExNiMGTMsPz/f9Xie07t3b7t8+bJVVFRYp06d7MyZM2ZmdvHiRevTp4/j6bxJ+yWnX79+ocejR4+2F154wczMXn/9dbv//vsdTeVt6enpdvHiRTMzO336tI0dO9bMzHbt2mW5ubkuR/MkncPy9D6Jk5qaamfPnm3x/JkzZyw1NbX9B/IBfX7BycrKsqNHj9oPf/hD69q1qw0ePNhWrlxp1dXVrkeTVmj7Dp8vur6Y8nlWV1eHxsZGREZGwsyQmJgIAAgEAvoRmDbU1tZi4MCBLZ7Pzs7WV6hbUV9fj8zMTADA9773PSQlJeGhhx7CX/7yF0RERDiezpsaGhpw7do1xMTE4I477kAgEAAAREdHN7s1hHxk9uzZmDp1aqvbU319vYOJvO/GjRvIysoCAHTt2hW5ubkAgEGDBuHatWsOJ/OmDh064JFHHsEjjzyCf/3rX1i7di1mzZqFxsZGFBQU4Oc//7nrET3n2rVrGDVqFADg6aefRmpqKnJzc7Fv3z4d+9uwZ88ezJkzBzNnzsRDDz0EADhw4ACeffZZx5N5U1RUFGJjYxEbG4tu3bohOTkZANCtWzd06NDB8XTepP3y9lVUVGDs2LEAgCFDhuD69etuB/KoyMhIdOvWDQDQs2dPlJeXAwC+9a1v4YknnnA4mTfpHJan90mcxsZGJCUltXg+OTm5xa2B5CP6/IITERGBAQMGYMCAAfjd736HzZs3o7i4GLNnz8b48eNRXFzsekT5BG3f4aOLGQ5NnjwZEydOxC9/+UuMHz8eixYtwtSpU7Fz50707NnT9XieFAwGUVRUhMLCQsTHxwMAKisrsXz58tAbaflYbW0t6urqEBUVBeCj2xisXbsWY8aMwY0bNxxP502PPfYY8vLy8Itf/AKjRo1CYWEhJk+ejJ07dyI7O9v1eJ6TlpaGOXPmIDU1tcWyffv2OZjI+z75Zm/ChAnNlun3fz5bQkIC5s2bh3nz5qGkpEQn6G24fv06mpqa8IUvfHQ30UcffRQdOnTA8OHDdeG/Dbm5udi7dy8ee+wxbN26FUuXLtWbis8QFRWFHTt24MqVK4iIiMDGjRsxceJElJaWIjIy0vV4nqT9klNZWYlly5bBzFr8ToY+NG1dfHw8nn32WeTl5WHDhg2h95Nmpg9OW6FzWJ7eJ3Gys7NRUFCAwsLC0B+ulpeXY8WKFa3+gabo84v/RseOHTFt2jRMmzYNp06d0h/keJC27zBy+8UQWbJkiXXv3t06dOhgERER1qVLF5s1a5ZVVVW5Hs2TKisrraCgwGJiYqxjx47WsWNHi4mJsfz8fLtw4YLr8Txn7ty5tmvXrhbPHzx40FJSUhxM5A8vvviiDRs2zAKBgHXp0sXS09Nt8eLFVltb63o0zykuLra333671WVr1qxp52n8IT8/365evdri+VOnTtnQoUMdTORtgwcPdj2C7+Tn59v27dtbPL9x40br0KGDg4n8ZfPmzZaVlWV33XWX61E8q6yszLKysqx///721ltv2aRJkywqKqrZrfOkOe2XnE/e8m3GjBn23nvvmZnZ+fPnbcSIEY6n86Z//vOfNnToUIuJibEHH3wwdAvjCxcu2KpVqxxP5z06h709ep90665fv25FRUXWp08f69y5s3Xu3NnS09Nt/vz59p///Mf1eJ6kzy8448aNcz2CELR9h0+Eme5n5AXV1dVoaGhAbGys61F84+aPj938equIiJ81NDSgvr4e0dHRrkcR+dy7cOEC3njjDYwcOdL1KL5RVVWF2NjY0DcPREREREREwk23mXKssbERBw8eREVFBQAgMTERDzzwgL6ifws+fRGjqqoKcXFxjqbxritXruCFF14IbWM9evTA2LFjdRHoM6hZeBw7dgx9+/Z1PYYnffrY36NHD+Tk5OhCRhva6qXXSp5eK9vW2nZ287fNpKW29kvhab9snc7HeGrGUS+emoWH3ie1TdsYR73+N+iYwNGfTjl06NAhJCUlYe7cudi5cyd27tyJn/3sZ0hKSsIrr7ziejzf6devn+sRPGfr1q3o1asX9uzZg5qaGtTU1GD37t3o3bs3tm7d6no8T7rZbPfu3Wr2Xxo9erTrETyptWP/nDlzdOxvg3qFl14rW6ftjKNe4aX9siWdj/HUjKP3STxtY+Gj90mt037JUa//HTomcHSbKYcyMzNRXFzc4sefjhw5goKCAhw/ftzRZN61bdu2Npd9//vfR2VlZTtO4329evXCrl27kJSU1Oz5s2fPIi8vDydPnnQzmIepGWfZsmWtPm9mWLBgQeh2cPIxHfs56sXTayVP2xlHvXjaLzk6H+OpGUe9eGrG0fsknrYxjnr5i44J4aPbTDlUW1vb4k0gAGRnZ6Ours7BRN43btw45OTkoLVrcNXV1Q4m8rbGxsYWL2wAkJycjIaGhvYfyAfUjDN79mxMnToVERERLZbV19c7mMj7dOznqBdPr5U8bWcc9eJpv+TofIynZhz14qkZR++TeNrGOOrlLzomhI8uZjgUDAZRVFSEwsJCxMfHAwAqKyuxfPlyJCcnO57Om1JSUlBcXNzqATshIaH9B/K47OxsFBQUoLCwEImJiQCA8vJyrFixotUPIUTNWGlpaZgzZw5SU1NbLNu3b5+DibxPx36OevH0WsnTdsZRL572S47Ox3hqxlEvnppx9D6Jp22Mo17+omNC+Og3Mxxat24dysvLEQwGER0djejoaASDQZSXl2P9+vWux/Ok6dOn49KlS60uKywsbOdpvG/16tVITk5GQUEBUlJSkJKSgoKCAiQmJqK4uNj1eJ6kZpwnn3wSN27caHXZwoUL23kaf9Cxn6NePL1W8rSdcdSLp/2So/Mxnppx1IunZhy9T+JpG+Ool7/omBA++s0Mj7h5b7RAIOB4EhERaS869nPUS9qDtjOOeomIiIiISHvRNzM8IhAIIBAIYPHixa5H8R014zz++OOuR/AdNeOo163TsZ+jXrdPzW6dtjOOet0+NePo/IKnZhz14qkZR714asZRL3/R+ro9upjhMZs3b3Y9gu+oGefVV191PYLvqBlHvXg6jnHUi6dmPDXjqBdPzTg6v+CpGUe9eGrGUS+emnHUy1+0vm6PLmZ4jO76xVMzjnrx1IyjXjw146gXT814asZRL56acdSLp2Yc9eKpGUe9eGrGUS9/0fq6PbqY4TG//e1vXY/gO2rGef75512P4DtqxlEvno5jHPXiqRlPzTjqxVMzjs4veGrGUS+emnHUi6dmHPXyF62v26OLGR7S0NCAQCCAq1evuh7FN9SMp4MlT8046sXr37+/6xF8Rb14asY5fvw4ysvLcfToUdej+IJ68dTss73zzjstnktLS3MwiX+oGe/kyZOorKwMPX7ttddw+PBhx1N5m5px1ItXV1eHF198EUuWLMEzzzyDf//7365H8jT18hetrzAxcaakpMQCgYDFxcXZgQMHLDs723r16hX6v7SkZpylS5e2+BcXFxd6LC2pGUe9eEuWLAk9PnPmjPXu3ds6duxoSUlJ9vbbbzuczJvUi6dmvNzcXLtw4YKZmW3cuNHuvvtumzBhgiUmJtqKFSscT+c96sVTM05ERIRlZmba0qVLraqqyvU4vqBmnF//+tcWHx9vCQkJtn79ektISLAJEyZYjx49mr2OysfUjKNevP3791uPHj0sMzPToqKibMSIEZaWlmbZ2dl2/vx51+N5jnr5i9ZX+OhihkODBg2yN99800pLSy0uLs5KSkrMzOzw4cM2bNgwx9N5k5pxIiMjbcyYMTZjxozQv5iYGJsxY4bl5+e7Hs+T1IyjXrx+/fqFHk+aNMmeeeYZMzPbsmWLjRgxwtVYnqVePDXjZWRkhB4PGTLEzp07Z2ZmVVVVzZbJR9SLp2ac9PR027Jli+Xl5dmdd95pEydOtL1797oey9PUjNO7d2+7fPmyVVRUWKdOnezMmTNmZnbx4kXr06eP4+m8Sc046sXr16+f/eMf/zAzs7KyMps2bZqZma1cudIefvhhh5N5k3r5i9ZX+OhihkNZWVmhx8FgsM1l8jE145SUlNigQYNs+/btoeeSkpIcTuR9asZRL94nP2jOzMxstqxv377tPI33qRdPzXj33nuvNTQ0mJnZ4MGDmy1LT093MZKnqRdPzTifPI5VVFTY008/bT179rTExERbsGCBw8m8S804n+zVo0ePZsv0vrJ1asZRL96nz1P79+8fenzvvfe28zTep17+ovUVPvrNDIeamppCjydMmNBsWWNjY3uP4wtqxsnNzcXevXuxadMm5Ofn48MPP0RERITrsTxNzTjqxfvggw+wfft2bNu2DfX19c2WmZmjqbxLvXhqxps8eTImTpyIU6dOYfz48Vi0aBHOnTuH5cuXo2fPnq7H8xz14qnZ7UtISMC8efNw+vRprF69Gn//+99dj+R5avb/i4qKwo4dO7BhwwZERERg48aNAIDS0lJERkY6ns6b1IyjXryYmBiUlpYCALZs2YL4+HjHE3mbevmL1lcYOb6Y8rmWn59vV69ebfH8qVOnbOjQoQ4m8j41u31btmyxrKwsu+uuu1yP4htqxlGvW5OTk2MPPvhg6N/N+2NeuHDBBg4c6Hg671EvnprdniVLllj37t2tQ4cOFhERYV26dLFZs2bp3vNtUC+emt26T397Rf5/asYpKyuzrKws69+/v7311ls2adIki4qKanYrY2lOzTjqxSsrK7Pu3btbx44dLTk5OfRbb++//76+YdYK9fIXra/wiTDTn+h5TUNDA+rr6xEdHe16FN9Qs1tz4cIFvPHGGxg5cqTrUXxDzTjqdfsaGxtRV1eHTp06uR7FF9SLp2a3prq6Gg0NDYiNjXU9ii+oF0/NRLypqqoKsbGx+MIXdAOLW6VmHPW6NVVVVYiLi3M9hm+ol79off33dDHDo7Rx89SMo148NeOoF0/NOOrFUzOemnHUi6dmHPXiqRlHvXhqxlEvnppx1MtftL44uhzsUf369XM9gu+oGUe9eGrGUS+emnHUi6dmPDXjqBdPzTjqxVMzjnrx1IyjXjw146iXv2h9cb7oeoDPs23btrW5rLa2th0n8Q8146gXT8046sVTM4568dSMp2Yc9eKpGUe9eGrGUS+emnHUi6dmHPXyF62v8NFtphyKjIxETk4OWlsFf/3rX1FTU+NgKm9TM4568dSMo148NeOoF0/NeGrGUS+emnHUi6dmHPXiqRlHvXhqxlEvf9H6Ch99M8OhlJQUFBcXIykpqcWyhISE9h/IB9SMo148NeOoF0/NOOrFUzOemnHUi6dmHPXiqRlHvXhqxlEvnppx1MtftL7CR7+Z4dD06dNx6dKlVpcVFha28zT+oGYc9eKpGUe9eGrGUS+emvHUjKNePDXjqBdPzTjqxVMzjnrx1IyjXv6i9RU+us2UiIiIiIiIiIiIiIh4mm4z5VhjYyMOHjyIiooKAECPHj2Qk5ODyMhIx5N5l5px1IunZhz14qkZR714asZTM4568dSMo148NeOoF0/NOOrFUzOOevmL1ld46GKGQ4cOHcKUKVNwzz33IDExEQBw7tw5vPfee3juuefwwAMPOJ7Qe9SMo148NeOoF0/NOOrFUzOemnHUi6dmHPXiqRlHvXhqxlEvnppx1MtftL7CyMSZjIwMO3LkSIvny8rKLD093cFE3qdmHPXiqRlHvXhqxlEvnprx1IyjXjw146gXT8046sVTM4568dSMo17+ovUVPvoBcIdqa2sxcODAFs9nZ2ejrq7OwUTep2Yc9eKpGUe9eGrGUS+emvHUjKNePDXjqBdPzTjqxVMzjnrx1IyjXv6i9RU+upjhUDAYRFFRESorK0PPVVZWYsGCBUhOTnY4mXepGUe9eGrGUS+emnHUi6dmPDXjqBdPzTjqxVMzjnrx1IyjXjw146iXv2h9hY8uZji0bt06nDt3DsFgENHR0YiOjkYwGER5eTnWr1/vejxPUjOOevHUjKNePDXjqBdPzXhqxlEvnppx1IunZhz14qkZR714asZRL3/R+gqfCDMz10MIcPnyZQBAIBBwPIl/qBlHvXhqxlEvnppx1IunZjw146gXT8046sVTM4568dSMo148NeOol79off139M0Mh06fPo2vf/3r6NmzJxYuXIhOnTqFlt13330OJ/MuNeOoF0/NOOrFUzOOevHUjKdmHPXiqRlHvXhqxlEvnppx1IunZhz18hetr/DRxQyHfvSjH2H8+PHYvHkzLl26hOHDh6O6uhrARz8MIy2pGUe9eGrGUS+emnHUi6dmPDXjqBdPzTjqxVMzjnrx1IyjXjw146iXv2h9hZGJM1lZWc3+v2jRIsvOzrYPPvjA+vXr52gqb1Mzjnrx1IyjXjw146gXT814asZRL56acdSLp2Yc9eKpGUe9eGrGUS9/0foKny+6vpjyeVZTU9Ps/3PnzsUdd9zR7OqcNKdmHPXiqRlHvXhqxlEvnprx1IyjXjw146gXT8046sVTM4568dSMo17+ovUVPrrNlENpaWnYtWtXs+eeeuopTJkyBadPn3Y0lbepGUe9eGrGUS+emnHUi6dmPDXjqBdPzTjqxVMzjnrx1IyjXjw146iXv2h9hU+EmZnrIT6v6urqAABRUVEtlr377ru455572nskz1Mzjnrx1IyjXjw146gXT814asZRL56acdSLp2Yc9eKpGUe9eGrGUS9/0foKH13MEBERERERERERERERT9NtpkRERERERERERERExNN0MUNERERERERERERERDxNFzNERERERERERERERMTTdDFDREREREREREREREQ8TRczRERERERERERERETE0/4PK5ye99fgfPQAAAAASUVORK5CYII=", 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" ] @@ -315,6 +304,25 @@ " file_path, plot=config[\"plots\"][\"show_plots\"])" ] }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "# Chronological split boundaries computed directly from the trading dates.\n", + "# `test_split_date` marks the start of a fully held-out out-of-sample test\n", + "# period, never touched during training, early stopping, or normalisation.\n", + "# The most recent `val_fraction_of_train` share of the remaining (pre-test)\n", + "# days is reserved for early-stopping validation only. Both boundaries are\n", + "# raw (un-windowed) row indices, reused below both to fit the Normalizer on\n", + "# train-only data and to split the windowed train/val/test datasets.\n", + "data_dates = pd.to_datetime(data_date)\n", + "test_split_date = pd.Timestamp(config[\"data\"][\"test_split_date\"])\n", + "raw_test_start = int(np.searchsorted(data_dates, test_split_date))\n", + "raw_val_start = int(raw_test_start * (1 - config[\"data\"][\"val_fraction_of_train\"]))" + ] + }, { "cell_type": "markdown", "metadata": { @@ -326,7 +334,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 7, "metadata": { "id": "KHo7IsI9ZknK" }, @@ -337,11 +345,16 @@ " self.mu = None\n", " self.sd = None\n", "\n", - " def fit_transform(self, x):\n", + " def fit(self, x):\n", " self.mu = np.mean(x, axis=(0), keepdims=True)\n", " self.sd = np.std(x, axis=(0), keepdims=True)\n", - " normalized_x = (x - self.mu) / self.sd\n", - " return normalized_x\n", + " return self\n", + "\n", + " def transform(self, x):\n", + " return (x - self.mu) / self.sd\n", + "\n", + " def fit_transform(self, x):\n", + " return self.fit(x).transform(x)\n", "\n", " def inverse_transform(self, x, feature_idx=None):\n", " if feature_idx is not None:\n", @@ -359,10 +372,17 @@ " return (x * self.sd) + self.mu\n", "\n", "\n", - "# normalize\n", + "# Fit normalization statistics using only rows strictly before the\n", + "# validation period begins (`raw_val_start`, computed above), then apply\n", + "# them to the full series. This keeps both the validation and the held-out\n", + "# test partition genuinely unseen during fitting.\n", "scaler = Normalizer()\n", - "normalized_data_close_price = scaler.fit_transform(data_close_price)\n", - "normalized_data_features = scaler.fit_transform(data_features)" + "scaler.fit(data_features[:raw_val_start])\n", + "normalized_data_features = scaler.transform(data_features)\n", + "\n", + "close_scaler = Normalizer()\n", + "close_scaler.fit(data_close_price[:raw_val_start])\n", + "normalized_data_close_price = close_scaler.transform(data_close_price)" ] }, { @@ -376,7 +396,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 8, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -390,8 +410,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "(1358, 80, 5)\n", - "(1358,)\n" + "Train samples: (1185, 80, 5)\n", + "Validation samples: (141, 80, 5)\n", + "Test samples: (252, 80, 5)\n" ] } ], @@ -428,20 +449,23 @@ " output = x[window_size:]\n", " return output\n", "\n", - "def prepare_data(normalized_data_close_price, normalized_data_features, config, plot=False):\n", + "def prepare_data(normalized_data_close_price, normalized_data_features, config, raw_val_start, raw_test_start):\n", " '''\n", - " Prepares training and validation datasets for model training.\n", + " Prepares training, validation, and held-out test datasets for model\n", + " training and evaluation.\n", "\n", " Parameters:\n", " - normalized_data_close_price (numpy array): Normalized closing prices.\n", " - normalized_data_features (numpy array): Normalized input features.\n", - " - config (dict): Configuration dictionary containing window size and train split size.\n", - " - plot (bool): If True, plots the data. Default is False.\n", + " - config (dict): Configuration dictionary containing the window size.\n", + " - raw_val_start (int): Raw row index where the validation period begins.\n", + " - raw_test_start (int): Raw row index where the held-out test period begins.\n", "\n", " Returns:\n", - " - split_index (int): Index to split the dataset into training and validation sets.\n", + " - sample_val_start, sample_test_start (int): Sample-index split boundaries.\n", " - data_x_train, data_y_train: Training data (features and target).\n", - " - data_x_val, data_y_val: Validation data (features and target).\n", + " - data_x_val, data_y_val: Validation data (features and target), used for early stopping only.\n", + " - data_x_test, data_y_test: Held-out test data (features and target), never used for training or model selection.\n", " - data_x_unseen: Last unseen window for future predictions.\n", " '''\n", " # Prepare input features (X)\n", @@ -450,31 +474,39 @@ " # Prepare target values (y)\n", " data_y = prepare_data_y(normalized_data_close_price, window_size=config[\"data\"][\"window_size\"])\n", "\n", - " # Split dataset\n", - " split_index = int(data_y.shape[0] * config[\"data\"][\"train_split_size\"])\n", - " data_x_train = data_x[:split_index]\n", - " data_x_val = data_x[split_index:]\n", - " data_y_train = data_y[:split_index]\n", - " data_y_val = data_y[split_index:]\n", - " \n", - " print(data_x_train.shape)\n", - " print(data_y_train.shape)\n", + " # Convert the raw (un-windowed) split boundaries into sample-index\n", + " # boundaries: sample i's target is data_date[window_size + i], so it\n", + " # belongs to a partition based on when window_size + i falls relative\n", + " # to raw_val_start / raw_test_start.\n", + " window_size = config[\"data\"][\"window_size\"]\n", + " sample_val_start = raw_val_start - window_size\n", + " sample_test_start = raw_test_start - window_size\n", + "\n", + " data_x_train, data_y_train = data_x[:sample_val_start], data_y[:sample_val_start]\n", + " data_x_val, data_y_val = data_x[sample_val_start:sample_test_start], data_y[sample_val_start:sample_test_start]\n", + " data_x_test, data_y_test = data_x[sample_test_start:], data_y[sample_test_start:]\n", "\n", - " return split_index, data_x_train, data_y_train, data_x_val, data_y_val, data_x_unseen\n", + " print(\"Train samples:\", data_x_train.shape)\n", + " print(\"Validation samples:\", data_x_val.shape)\n", + " print(\"Test samples:\", data_x_test.shape)\n", + "\n", + " return sample_val_start, sample_test_start, data_x_train, data_y_train, data_x_val, data_y_val, data_x_test, data_y_test, data_x_unseen\n", "\n", "\n", "# normalized_data_close_price prepared from 'Close' prices\n", "\n", - "split_index, data_x_train, data_y_train, data_x_val, data_y_val, data_x_unseen = prepare_data(\n", + "sample_val_start, sample_test_start, data_x_train, data_y_train, data_x_val, data_y_val, data_x_test, data_y_test, data_x_unseen = prepare_data(\n", " normalized_data_close_price, \n", " normalized_data_features, \n", - " config\n", + " config,\n", + " raw_val_start,\n", + " raw_test_start,\n", ")" ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 9, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -487,8 +519,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Train data shape (1358, 80, 5) (1358,)\n", - "Validation data shape (72, 80, 5) (72,)\n" + "Train data shape (1185, 80, 5) (1185,)\n", + "Validation data shape (141, 80, 5) (141,)\n", + "Test data shape (252, 80, 5) (252,)\n" ] } ], @@ -507,9 +540,11 @@ "\n", "dataset_train = TimeSeriesDataset(data_x_train, data_y_train)\n", "dataset_val = TimeSeriesDataset(data_x_val, data_y_val)\n", + "dataset_test = TimeSeriesDataset(data_x_test, data_y_test)\n", "\n", "print(\"Train data shape\", dataset_train.x.shape, dataset_train.y.shape)\n", - "print(\"Validation data shape\", dataset_val.x.shape, dataset_val.y.shape)" + "print(\"Validation data shape\", dataset_val.x.shape, dataset_val.y.shape)\n", + "print(\"Test data shape\", dataset_test.x.shape, dataset_test.y.shape)" ] }, { @@ -523,7 +558,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 10, "metadata": { "id": "6ynCp-tnJROi" }, @@ -590,7 +625,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 11, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -603,30 +638,35 @@ "name": "stdout", "output_type": "stream", "text": [ - "Epoch[1/50] | loss train:0.063722, test:0.024918 | lr:0.001000\n", - "Epoch[2/50] | loss train:0.019861, test:0.008526 | lr:0.001000\n", - "Epoch[3/50] | loss train:0.017057, test:0.011345 | lr:0.001000\n", - "Epoch[4/50] | loss train:0.016628, test:0.013030 | lr:0.001000\n", - "Epoch[5/50] | loss train:0.013857, test:0.007784 | lr:0.001000\n", - "Epoch[6/50] | loss train:0.016201, test:0.006988 | lr:0.001000\n", - "Epoch[7/50] | loss train:0.012991, test:0.016051 | lr:0.001000\n", - "Epoch[8/50] | loss train:0.012739, test:0.005860 | lr:0.001000\n", - "Epoch[9/50] | loss train:0.012500, test:0.010038 | lr:0.001000\n", - "Epoch[10/50] | loss train:0.012348, test:0.005956 | lr:0.001000\n", - "Epoch[11/50] | loss train:0.012012, test:0.004807 | lr:0.000100\n", - "Epoch[12/50] | loss train:0.012867, test:0.003957 | lr:0.000100\n", - "Epoch[13/50] | loss train:0.009580, test:0.001269 | lr:0.000100\n", - "Epoch[14/50] | loss train:0.012362, test:0.003646 | lr:0.000100\n", - "Epoch[15/50] | loss train:0.010087, test:0.007702 | lr:0.000100\n", - "Epoch[16/50] | loss train:0.010503, test:0.001569 | lr:0.000100\n", - "Epoch[17/50] | loss train:0.009665, test:0.002790 | lr:0.000100\n", - "Epoch[18/50] | loss train:0.011626, test:0.005114 | lr:0.000100\n", - "Epoch[19/50] | loss train:0.009452, test:0.003221 | lr:0.000100\n", - "Epoch[20/50] | loss train:0.009432, test:0.008654 | lr:0.000100\n", - "Epoch[21/50] | loss train:0.010258, test:0.003973 | lr:0.000010\n", - "Epoch[22/50] | loss train:0.008744, test:0.002018 | lr:0.000010\n", - "Epoch[23/50] | loss train:0.010009, test:0.009151 | lr:0.000010\n", - "Early stopping triggered after 23 epochs.\n" + "Epoch[1/50] | loss train:0.045863, val:0.015116 | lr:0.001000\n", + "Epoch[2/50] | loss train:0.014492, val:0.006445 | lr:0.001000\n", + "Epoch[3/50] | loss train:0.011713, val:0.013170 | lr:0.001000\n", + "Epoch[4/50] | loss train:0.009741, val:0.006958 | lr:0.001000\n", + "Epoch[5/50] | loss train:0.009374, val:0.010018 | lr:0.001000\n", + "Epoch[6/50] | loss train:0.009506, val:0.005668 | lr:0.001000\n", + "Epoch[7/50] | loss train:0.008677, val:0.009165 | lr:0.001000\n", + "Epoch[8/50] | loss train:0.007657, val:0.005652 | lr:0.001000\n", + "Epoch[9/50] | loss train:0.008300, val:0.003721 | lr:0.001000\n", + "Epoch[10/50] | loss train:0.007260, val:0.005535 | lr:0.001000\n", + "Epoch[11/50] | loss train:0.007122, val:0.006075 | lr:0.000100\n", + "Epoch[12/50] | loss train:0.006227, val:0.004700 | lr:0.000100\n", + "Epoch[13/50] | loss train:0.006682, val:0.003215 | lr:0.000100\n", + "Epoch[14/50] | loss train:0.005633, val:0.003298 | lr:0.000100\n", + "Epoch[15/50] | loss train:0.006166, val:0.004306 | lr:0.000100\n", + "Epoch[16/50] | loss train:0.006200, val:0.003860 | lr:0.000100\n", + "Epoch[17/50] | loss train:0.006303, val:0.008876 | lr:0.000100\n", + "Epoch[18/50] | loss train:0.005869, val:0.001826 | lr:0.000100\n", + "Epoch[19/50] | loss train:0.005828, val:0.005843 | lr:0.000100\n", + "Epoch[20/50] | loss train:0.006212, val:0.004086 | lr:0.000100\n", + "Epoch[21/50] | loss train:0.005683, val:0.007828 | lr:0.000010\n", + "Epoch[22/50] | loss train:0.005686, val:0.004555 | lr:0.000010\n", + "Epoch[23/50] | loss train:0.005515, val:0.005170 | lr:0.000010\n", + "Epoch[24/50] | loss train:0.005929, val:0.004279 | lr:0.000010\n", + "Epoch[25/50] | loss train:0.005737, val:0.004296 | lr:0.000010\n", + "Epoch[26/50] | loss train:0.005862, val:0.008777 | lr:0.000010\n", + "Epoch[27/50] | loss train:0.005422, val:0.002932 | lr:0.000010\n", + "Epoch[28/50] | loss train:0.005624, val:0.004302 | lr:0.000010\n", + "Early stopping triggered after 28 epochs.\n" ] } ], @@ -689,12 +729,15 @@ "patience_counter = 0\n", "\n", "# begin training\n", + "# Note: only train_dataloader/val_dataloader are used here. dataset_test is\n", + "# never seen during training or early stopping -- it is only used once,\n", + "# after the model is finalized, in the evaluation section below.\n", "for epoch in range(config[\"training\"][\"num_epoch\"]):\n", " loss_train, lr_train = run_epoch(train_dataloader, is_training=True)\n", " loss_val, lr_val = run_epoch(val_dataloader)\n", " scheduler.step()\n", " \n", - " print('Epoch[{}/{}] | loss train:{:.6f}, test:{:.6f} | lr:{:.6f}'\n", + " print('Epoch[{}/{}] | loss train:{:.6f}, val:{:.6f} | lr:{:.6f}'\n", " .format(epoch+1, config[\"training\"][\"num_epoch\"], loss_train, loss_val, lr_train))\n", " \n", " # Check for early stopping\n", @@ -720,7 +763,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 12, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -730,9 +773,18 @@ "outputId": "ec8af0b3-553f-4cac-99ae-1adbe1195713" }, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Train | RMSE: 0.4503 | MAE: 0.3312 | MAPE: 2.09%\n", + "Validation | RMSE: 0.8565 | MAE: 0.6326 | MAPE: 3.00%\n", + "Test (out-of-sample) | RMSE: 0.6821 | MAE: 0.4820 | MAPE: 2.60%\n" + ] + }, { "data": { - "image/png": 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bNvDkk082+rl1OBwEAgGio6OxWq2kp6fzn//856DX9N///pcffvgBv99PZWUlK1euBCAmJga9Xs+OHTvq7TNkyBA++OADysrKqKio4N577623vby8HJvNRlRUFF6vlxdeeIEtW7Y06xgfqKlzqTmuvPJKcnJyePDBB6msrMTv9/Pbb79RVFREly5dmDZtGn/729+0z2NlZSXffPMN+/btw+Px8NZbb2nN6cPDwzEYDBiNcq2fEEIIIcRfkQQ+hBBCCCFEqxo/fjxr164lNzeXYcOGERoaysCBA/n22285//zzATXz4umnn+bmm2/Gbrdzyy238NxzzzF9+vSjfv6bbrqJK664gsjISBYvXszXX3+N3W4H4M033+Tjjz8mNDSUESNGcMYZZxxyPIPBwPfff4/NZmP48OGEhoaSkpLCp59+2mSZn/j4eAYMGEBycjL9+/enT58+PPvss00+12233cbs2bO58cYbiYyMpFOnTtx9993a1f2jR4/mtdde47bbbsNutzN37lyuueaaRscLCgrihx9+wOFwMGDAAMLDw7nssssoKSkB0Bbso6OjsdvtZGVlMXToUL7//ntef/11OnXqRFRUFOeff762OB0eHs7XX3/N119/TVRUFJdffjk33XTTIY8jwEUXXcSQIUPo0qULer2e999/v1n71Zo8eTIffPABTzzxBDExMSQkJPDqq68CahbEmjVryMrKYsCAAYSFhTFq1Ch+/PFHAG3xvrbM2Z133sk777xzUOmqWg0dm+HDh7Nw4UL+/e9/ExERwQUXXMCtt97Kbbfd1uAYvXv35j//+Q9XXnkloaGhXHXVVVx++eUHPc9//vMfbr/9diIiIujZsyefffYZoL5/jz/+ODNnzsRut3PzzTcD8NhjjxEWFkbnzp0ZPHgw5557br0xH3vsMaqrq4mLiyMpKYmCggJOPvnkwzrW0PS51BxxcXH8+OOPrF+/nq5duxIVFcUtt9yCy+UCYP78+QwePJhTTz2V0NBQevXqxeuvv65lpixcuJB+/foRHBzMuHHjmDFjBlddddVhvw4hhBBCCNH26ZTDzV8WQgghhBCindDpdHz//fdMmjSpVecxb948Zs2adcheJ38VK1as4JRTTsHr9coV+23EiXIuCSGEEEIIAZLxIYQQQgghhBBCCCGEEEKIdkQCH0IIIYQQQgghhBBCCCGEaDek1JUQQgghhBBCCCGEEEIIIdoNyfgQQgghhBBCCCGEEEIIIUS7IYEPIYQQQgghhBBCCCGEEEK0GxL4EEIIIYQQQgghhBBCCCFEu2Fs7Qk0h8ViISYmprWnIYQQQgghhBBCCCGEEEKIE0BhYSFut7vBbW0i8BETE0NOTk5rT0MIIYQQQgghhBBCCCGEECeAhISERrdJqSshhBBCCCGEEEIIIYQQQrQbEvgQQgghhBBCCCGEEEIIIUS70SZKXTUlEAigKEprT0OIVqPT6dDrJYYphBBCCCGEEEIIIYQQ0IYDHx6Ph6ysLLxeb2tPRYhWZzKZSExMxGw2t/ZUhBBCCCGEEEIIIYQQolW12cBHVlYWoaGhREVFodPpWns6QrQaRVEoLi4mKyuLHj16tPZ0hBBCCCGEEEIIIYQQolW1ycBHIBDA6/USFRWF0dgmX4IQLSoqKoqSkhICgYCUvRJCCCGEEEIIIYQQQvyltckV0tqeHpLpIYSq9lyQfjdCCCGEEEIIIYQQQoi/ujYZ+BBCCCGEEEIIIYQQQgghhGiIBD5aWGVlJSEhIVx77bXNevyKFSv49ttvj/p5MzMzsdvtRz0OwJQpU9ixY0eLjCWEEEIIIYQQQgghhBBCHE8S+GhhCxYsYPDgwXzyySc4HI5DPr6lAh8tIRAIEAgE+Prrr+nVq1drT0cIIYQQQgghhBBCCCGEOGwS+Ghhc+fO5Z577mHs2LEsWLBAu7+8vJyZM2fSv39/UlJSuOaaa0hLS+OVV17h/fffJzU1lUceeeSgzA2Hw1Gvl8lll13GkCFDGDhwIGeeeSb5+fmHnNPs2bM577zzmDBhAr179+bss8+muLi43rbTTjuN/v37s2/fPpKSkkhLSwMgNzeX888/nwEDBjBw4EAefPBBQM1sue666xg2bBgDBw7k+uuvx+PxAPDYY4/Rp08fUlNTSU1NZe/evUd7WIUQQgghhBBCCCGEEKLdCwQC7MneJ718j5KxtSfQUqbOvJ9de/OOydjdu3Rk8RuPH/JxW7duJTs7m9NOOw2fz8cTTzyhlby6/fbbCQoKYtOmTej1egoLC4mJieHGG2+krKyMZ599FlBLVjXl2WefJSYmBoAnnniC2bNn88orrxxybqtWrWLTpk3Ex8dz8803c9999/Haa68BsGbNGjZs2EBcXNxB+11++eVMnjyZhQsXAlBYWAjAnXfeyZgxY3j99ddRFIXrrruO5557jpkzZ/LUU0+xb98+goKCcDqd6PUSXxNCCCGEEEIIIYQQQohDefeT75hx1xNMGHUS3737JAaDobWn1Ca1m8DHiWDu3LlceeWVGAwGpkyZwg033MC2bdvo06cPX375JWvXrtWCALXBi8M1f/583n33XVwuFy6Xi+jo6Gbtd+aZZxIfHw/A9ddfz/Tp07VtU6ZMaTDo4XA4+Omnn1iyZIl2X+28P/vsM9asWcOcOXMAqK6uxmAwEBYWRs+ePbWAyZlnnklCQsIRvVYhhBBCCCGEEEIIIYT4K/l5/R8A/LD6dzZv301qv56tPKO2qd0EPpqTkXEseb1e3n33XUwmE/PnzwfA6XQyd+5cnnrqqWaPYzQa8fv92m2Xy6X9/NNPP/H888+zZs0aYmNjWbx4MQ899NARzffA8lkhISGHvb+iKCxatIjk5OSDtv3yyy+sXr2aFStWMGLECD744APGjBlzRPMUQgghhBBCCCGEEEKIv4qt6Znaz2UVh+4hLRomNYhayOLFi+nWrRu5ublkZmaSmZnJL7/8wrvvvovX62Xq1Kk89dRTBAIBoK5kVFhYGOXl5do48fHxKIrC1q1bAXjnnXe0baWlpYSGhhIVFYXH4+HVV19t9vy+/vprCgoKAHjjjTeYNGnSIfcJCQlh7NixPP3009p9tfOeNm0a//3vf/H5fNrcMjIyqKyspKCggDFjxvDggw8yevRoNmzY0Ox5CiGEEEIIIYQQQgghxF+Roihs2Zmp3ZbAx5GTwEcLmTt3Lpdddlm9+/r06UOnTp344osveOaZZ3C73QwYMIDU1FTuv/9+AM4991zS0tK05uZGo5EXXniBs846i6FDh+L1erXxTj/9dHr16kWvXr0YM2YMqampzZ7fmDFjuPTSS+nduzd79+7l8ceblyHz7rvv8ttvv9GvXz9SU1N58cUXAXjmmWcICgoiNTWVgQMHMnHiRDIzMykvL2f69OlaM3Sv18tVV13V7HkKIYQQQgghhBBCCCHEX1F+YQllFQ46xavtDSTwceR0ShtoD5+QkEBOTo522+/3s3PnTpKTk6W5SzPMnj27XgN10f7IOSGEEEIIIYQQQgghRNu29KffOPXyu7jwzFP46KvlPPPg37j92gtae1onrD/HDQ4kGR9CCCGEEEIIIYQQQgghRCvbmr4XgFGD+wGS8XE02k1zc9G42bNnt/YUhBBCCCGEEEIIIYQQQjShtr/HqMH9ASivrGrF2bRtkvEhhBBCCCGEEEIIIYQQQrSyrRmZRISH0rt7IiAZH0dDAh9CCCGEEEIIIYQQQgghRCtSFIUtOzPp27MLIcFB6PV6CXwcBQl8CCGEEEIIIYQQQgghhBCtqKCwhNLySvr17IpOp8MeFiKBj6MggQ8hhBBCCCGEEEIIIYQQohVtzVAbm/ft2QUAe1gIm7bvZn9RaWtOq82SwEcLSkpKolevXqSmptK3b19eeumlox7zjz/+ICkpCYC8vDzGjBlzyH2effZZ8vPzj+j57rrrrhZphr548WL+8Y9/HPU4zXHBBRewZs0aAD777DN++eWXIx5r5syZLF++/JCP+/LLL7n++uuP+HmEEEIIIYQQQgghhBCi1r79xQB07hgLqIGPkrIK4oacq20TzSeBjxa2YMEC0tLS+Oabb7j//vvZtGlTve2BQIBAIHBEY3fs2JFVq1Yd8nFHE/hoCT6fj6lTp/LMM88c8+f69ddfKSkpYeTIkcChAx8+n6/J8d544w1OOeWUQz7vWWedxfr160lPTz+8CQshhBBCCCGEEEIIIcSflJRVAhBlDwMgPDQYgORunekQG9Vq82qrmhX4cLlcTJs2jeTkZFJSUjj11FPJyMgAYPjw4aSmppKamkr//v3R6XQHLfbX0ul0DBgwQHt8cxbx26ouXbrQq1cvdu7cyezZsznvvPM47bTT6N+/P/v27WPJkiWMHj2awYMHM2zYsHpZBrNnz6Znz54MHjyYDz/8ULs/MzMTu92u3V6zZg2jR48mJSWFgQMH8vnnn/PII4+Ql5fHRRddRGpqKmlpaXi9Xu69916GDRtGamoqF154IaWlaorUvn37OO200+jbty+TJk0iJyen0dek0+mYNWsWgwYNIjk5mffff7/etocffpihQ4dy3333MW/ePKZNm6Ztf+utt0hNTSUlJYUhQ4aQmZkJ0OhxSE9P5+STTyYlJYUBAwYwa9asBuf06quvcumllwLw9ddfs3jxYp588klSU1N54403WLFiBf369ePaa68lNTWVTz/9lPnz5zN8+HAGDRpESkoKX3zxhTbe+PHj+eyzzwCYMWMGN9xwAxMnTiQ5OZnp06fj8Xi0x1544YW88cYbjR4vIYQQQgghhBBCCCGEaI6SsgoAImsCH4UlZQBMHHVSa02pTTM294HXX389Z5xxBjqdjhdffJGZM2eyYsUK1q5dqz1m4cKF/Otf/2LgwIGNjrNq1ap6i/ct5d5v3yCvsqjFxwXoGBrNE6fPPKx9Nm/ezPbt20lJSeGPP/5gzZo1bNiwgbi4OHbv3s3s2bNZsmQJYWFhZGRkMGbMGDIzM1m6dCkff/wx69evJzQ0lCuuuKLB8UtKSpg2bRoLFy5kzJgxBAIBysrKOOecc3jzzTdZsGABqampADz++OMEBwfz66+/AvDoo48ya9YsXnrpJW699VaGDRvGkiVLyM3NJTU1ld69ezf6unQ6HRs2bGD37t0MGTKEk08+WSvFZTAYWLduHQDz5s3T9lmxYgWPPPIIq1evpkOHDjidToAmj8OLL77IWWedxX333ae93oasWLFCK6k1ZcoUpk6dSmpqKrfffru2fdu2bbz88svMnTsXgOLiYi655BJ0Oh2ZmZmMGDGCvXv3YrFYDho/LS2N5cuXY7FYGDt2LIsWLeKSSy4BYOTIkdxxxx2NHishhBBCCCGEEEIIIYRojmIt8BEKwB879gAwYlDfVptTW9aswIfVamXKlCna7REjRvDUU08d9Li5c+dy7bXXttzs2qCLLrqIoKAgbDYbb775Jj179gTURfm4uDgAvv32WzIyMhg7dqy2n16vJysri2XLlnHhhRcSFqZG9m644QZ++umng55nzZo19OrVS+v5odfriYyMbHBOn332GeXl5SxatAgAj8ejBSuWLVumvZedOnVi6tSpTb6+mTPVAFC3bt0YO3YsP/74ozbWNddc0+A+X331FVdccQUdOnQAwGazHfI4jB07lrvvvhuHw8G4ceOYNGlSg2Pn5ORox7Ux3bp1Y9y4cdrtPXv2cNlll5GTk4PRaKSkpIQ9e/Y0GPA599xztfkOGzaMXbt2advi4+ObzJARQgghhBBCCCGEEEKI5vhzxsfrT9zFPU+8xtmTRrXmtNqsZmd8HOi5557jnHPOqXdfdnY2K1eu5N13321y34kTJ+Lz+Zg4cSKPPvoowcHBRzKFgxxuRsaxcmCmxYFCQkK0nxVF4dRTT2X+/PmHHE+n0x31nBRF4YUXXmDy5Mkt/nwHPv7A19jceTV2HHr27MmoUaP4/vvvefHFF3n22Wf5+uuvD3qczWbD5XI1+Tx/ntfFF1/ME088wfnnnw9AZGRko2NYrVbtZ4PBUK9HiMvlIigoqMnnFkIIIYQQQgghhBBCiEMpKaskyGohyKpWpZl58VnMvPisVp5V23XYgY/HH3+cjIwMli1bVu/+efPmcdZZZxEdHd3ovnv37iUxMZGqqipuvPFG7r77bl5++eWDHjdnzhzmzJmj3a6oqGDJkiUAhIeHM3ToUNxuNxUVFej1eiwWC2azmcrKSm2f4OBgAoEA1dXVgLpAHxYWhtPpxOv1AmAymbDZbFRUVKAoCgBBQUHo9Xqqqqq0sUJDQ/F4PLjdbkBdAA8JCcHhcOD3+4G6BfLKykrKy8sBdcHd7/fjcrlwu91UVlYSGhrK2LFjmT17Nj///DMnnXQSQUFBLF++nJNOOomRI0cye/Zsbr31Vq2sWCAQQFEU3G43iqJQXl5OSkoK6enpLFmyhBEjRhAIBHC5XMTFxREcHExubi5du3YlJCSEs846iyeffJIBAwYQEhKCwWBgy5YtJCcnM27cOF599VUef/xxduzYweeff861116rHaPaslS1XnvtNf75z3+yd+9eVq1axbPPPqsd9/LycoKCgjAajdpxLi8vZ8qUKVxzzTVcdtllxMfH43K5CA0NZcyYMfWOg9VqZfny5QwePJhdu3bRr18/LrnkEvr06cPkyZMpLy8nPDyc6upqrddGv3792LFjB3a7nUAggMViobi4GL/fj8Ph0N6jQCCA1+vF5XJRUlKiZYnMnTuX0tJSKisrteBHVVUV5eXleDwe/H4/Xq8Xp9OJ2+3GZDIBUF1dzfr16+nbty9OpxObzUZlZaXWuD4oKAiDwYDD4aj3OaqdQ2OfoyP9LBsMBgBWrlyp3TdgwABsNlu9cnSnnHIKWVlZWuZKeHg4I0aM4JdfftE+t927dycxMbFe35nhw4fjdDrZvHmzdu5MmDCBjRs3kp+fD0DHjh0ZMGAAy5Yt0wJEAwcOxGq1amXWACZMmMCePXvYs0dN17Pb7QwfPpzVq1drr7tnz5507NiRlStXavuNHDmSiooKtmzZoh2r8ePHk5aWRkFBAQAJCQn069ePpUuXasc0NTUVk8mklWEDmDRpEhkZGVqvmcjISIYOHcrPP/+svWfJycnEx8fz448/avuNGjWK0tJStm3bBqjn/bhx4/j9998pLCwEoHPnzvTt25fvvvtO+14ZNGgQer2e9evXa2NNnjyZ7du3k5WVBUB0dDSDBw9m1apV2nnXu3dvoqOj62V9jR49mqKiIrZv3w6owb8xY8awfv16iorUcn+JiYn07t2b7777Tttv8ODBBAIBNmzYAKifo8mTJ7N161ays7MBiImJ4aSTTmLlypXa57RPnz5ERESwevVqbayxY8eSn5/Pzp07AfW77uSTT2bdunVaWbqkpCR69OjB0qVLtf2GDh2K1+slLS0NUD+3kyZNYsuWLVr2VFxcHKmpqaxYsUL7zu3Xrx9hYWGsWbNGG2vcuHHk5eWRnp4OqOfXqFGjWLt2LWVlZQB07dqVrl278sMPP2j7DRs2DJfLpfWiMhqNTJw4kc2bN5OXlweo2VwpKSn88MMPcj7J+STnk5xPcj7J+QTI+STnk5xPcj7J+STnk5xPIOeTnE9yPsGxPZ+yc/OJtIfK+XQY51NTdErtmdAMTz31FB9++CFLly6t16dDURS6d+/O//3f/3Haaac1a6w1a9Zw/fXXawe6KQkJCfVKCvn9fnbu3ElycrK24HsiSEpK4rPPPjso42P27NmUlZXx7LPPavctXbqUBx98EKfTicfjYdCgQVrmw+zZs3n//fcJCwvjjDPO4L333iMzM5PMzExSU1O1k+iXX37hzjvvpLKyEr1ez6OPPsrZZ5/NG2+8wf/+9z9sNhvz5s2jf//+PPLII3z66adahsY999zDZZddxr59+5gxYwbZ2dl06tSJqKgoevfuzezZsw96fbXNzb/88kuqqqp4+OGHueyyy7RtpaWl2udi3rx5fPbZZ1qj8Lfffpunn34anU6H2Wxm4cKFdOnSpdHj8J///If33nsPs9lMIBDggQce4MILLzxoTi+88AJZWVk8+eSTAKxbt44ZM2ZgNpv529/+Ro8ePbj99tu1LzaA9957jwcffBC73c6ECRNYuHAhn3/+OampqYwfP57bb7+dadOmMWPGjHr9Qu666y5CQkK0Y3P11VczceJELr/88mZ+Qo6dE/WcEEIIIYQQQgghhBBCHFrP8Zdhs1rZ+O3c1p5Km/HnuMGBmh34mDNnDu+//z5Lly4lIiKi3rZly5Zx9dVXk5mZiV6vb3D/0tJSLBYLNpuNQCDAHXfcQUlJCe+8885hvwBZ5G0dfw5unAgcDgejRo1izZo1LVY2rTmKioqYMGECv/32G2az+bg9b2PknBBCCCGEEEIIIYQQou2KSp3KwN7dWP7hs609lTajqcBHw1GKP8nJyeHOO++krKyMU045hdTUVIYPH65tnzt3LldfffVBQY9XXnmFhx56CIDt27czYsQIUlJSGDBgAMXFxfUyIIQ4EiEhITzzzDNaWtXxsmvXLl555ZUTIughhBBCCCGEEEIIIYRou/x+P6XllVpjc3H0mtXjIyEhgaYSQxpr0n3jjTdqP48cOVKrYSbapsOoinZcTZw48bg/54GBPyGEEEIIIYQQQgghhDhS5ZVVKIpCVIQEPlpKszI+hBBCCCGEEEIIIYQQQgjR8krKKgCIDA8F1AvQi6r8rTmlNk8CH0IIIYQQQgghhBBCCCFEK8krKAbQSl09/kMJsf/axdxfy1tzWm2aBD6EEEIIIYQQQgghhBBCiFagKAqzn50HwPgRqbi8AR5fVoKiwPULCyiWzI8jIoEPIYQQQgghhBBCCCGEEKIVbE3PZPmaDVx13mkMS+3DRxsdOL0KUTY9AQUyS72tPcU2SQIfQgghhBBCCCGEEEIIIUQryM0vAmDkSf1QFIUXfi7FZtIxa1KUur3c15rTa7Mk8NGCkpKS6NWrF6mpqfTt25eXXnrpqMf8448/SEpKAiAvL48xY8Yccp9nn32W/Pz8I3q+u+66i9mzZx/RvgdavHgx//jHP456nOa44IILWLNmzRHvn5mZid1u126npqZSWVnZ4GOHDBnCihUrDjnmn9+DV155hSeffPKI5wjw5Zdfcv311x/VGEIIIYQQQgghhBBCiBNHQVEpAHHREazLdvFbjpvLTwqjX5wZkMDHkZLARwtbsGABaWlpfPPNN9x///1s2rSp3vZAIEAgEDiisTt27MiqVasO+bijCXy0BJ/Px9SpU3nmmWeO+XP9+uuvlJSUMHLkyBYbMy0tjdDQ0KMa48/vwY033sjdd999VGOeddZZrF+/nvT09KMaRwghhBBCCCGEEEIIcWIoKCoBIC46kp8zXQBcnBpKp3AjALkVEvg4EhL4OEa6dOlCr1692LlzJ7Nnz+a8887jtNNOo3///uzbt48lS5YwevRoBg8ezLBhw1i+fLm27+zZs+nZsyeDBw/mww8/1O7/c2bCmjVrGD16NCkpKQwcOJDPP/+cRx55hLy8PC666CJSU1NJS0vD6/Vy7733MmzYMFJTU7nwwgspLVUjifv27eO0006jb9++TJo0iZycnEZfk06nY9asWQwaNIjk5GTef//9etsefvhhhg4dyn333ce8efOYNm2atv2tt94iNTWVlJQUhgwZQmZmJkCjxyE9PZ2TTz6ZlJQUBgwYwKxZsxqc06uvvsqll14KQHZ2NrGxsXg8Hm37jBkzeO655wC47LLLGDJkCAMHDuTMM89sNDik0+koKysDYPXq1aSmptK/f3+uvvpqfL66L5o5c+YwdOhQUlNTGTp0qJZ10tB7MHv2bG6//XYA/H4/d999N/3796d///7ccsst2pxnzJjBDTfcwMSJE0lOTmb69On1Xs+FF17IG2+80eh7JIQQQgghhBBCCCGEaDu0jI+YCHYVq+uAyTEmOoXVBD4k4+OIGFt7Ai1l6lu57Co+No1eukeZWHx1p8PaZ/PmzWzfvp2UlBT++OMP1qxZw4YNG4iLi2P37t3Mnj2bJUuWEBYWRkZGBmPGjCEzM5OlS5fy8ccfs379ekJDQ7niiisaHL+kpIRp06axcOFCxowZQyAQoKysjHPOOYc333yTBQsWkJqaCsDjjz9OcHAwv/76KwCPPvoos2bN4qWXXuLWW29l2LBhLFmyhNzcXFJTU+ndu3ejr0un07FhwwZ2797NkCFDOPnkk7VSXAaDgXXr1gEwb948bZ8VK1bwyCOPsHr1ajp06IDT6QRo8ji8+OKLnHXWWdx3333a623IihUrtJJanTt3JjU1lcWLF3P++efjcDhYvHgxTz/9NKBmYcTExADwxBNPMHv2bF555ZVGX6vH4+Giiy7irbfeYtKkSXz33Xf1XtcVV1zBHXfcAcAvv/zCjBkz2L59Ow899NBB78Fnn32m7ffaa6+xbt061q9fj8Fg0LJj7rnnHkDNOFm+fDkWi4WxY8eyaNEiLrnkEgBGjhypPacQQgghhBBCCCGEEKJtO7DU1a7iYixGHR1Cjeh0EGzWSeDjCLWbwMeJ4qKLLiIoKAibzcabb75Jz549AZgyZQpxcXEAfPvtt2RkZDB27FhtP71eT1ZWFsuWLePCCy8kLCwMgBtuuIGffvrpoOdZs2YNvXr10np+6PV6IiMjG5zTZ599Rnl5OYsWLQLUBf3aYMWyZct46qmnAOjUqRNTp05t8vXNnDkTgG7dujF27Fh+/PFHbaxrrrmmwX2++uorrrjiCjp06ACAzWY75HEYO3Ysd999Nw6Hg3HjxjFp0qQGx87JydGOK8DVV1/NW2+9xfnnn8/HH3/MhAkTiIpSGwHNnz+fd999F5fLhcvlIjo6usnXun37doxGo/bckydPplu3btr2DRs28O9//5vi4mKMRiM7duygurqaoKCgJsddunQpM2bMwGKxAHDdddfx0ksvaYGPc889VztGw4YNY9euXdq+8fHxTWblCCGEEEIIIYQQQggh2o79RaUE26wE24LYXeKlW6QJvV4HQKdwo5S6OkLtJvBxuBkZx8qBV/kfKCQkRPtZURROPfVU5s+ff8jxdDrdUc9JURReeOEFJk+e3OLPd+DjD3yNzZ1XY8ehZ8+ejBo1iu+//54XX3yRZ599lq+//vqgx9lsNlwul3b73HPP5dZbb2Xfvn3MmzePf/7znwD89NNPPP/886xZs4bY2FgWL17MQw89dFjzhbrX6/F4mD59OsuXL2fo0KFUVFQQHh6O2+0+ZOCjsTFrWa1W7WeDwVCvvJbL5Trs8YUQQgghhBBCCCGEECemgqJSYqMi8AcU9pR4mZwcrG3rFGZkQ567FWfXdkmPj1Zw2mmnsXTp0nqNz2vLUE2aNImPP/6YyspKFEXhtddea3CMUaNGkZ6erjU7DwQCWjmosLAwysvLtcdOmzaNZ555Risx5XQ62bJli/Z8b775JqD2+1i8eHGTc3/rrbcAtd/IqlWrtIyTppx99tm899577Nu3T3t+p9PZ5HFIT08nLi6OK6+8kv/973/88ssvDY49cOBAduzYod22Wq1ccMEFzJ49m127dnH66acDUFpaSmhoKFFRUXg8Hl599dVDzrt37974fD6t78jSpUu17AuXy4XH4yExMRGAF154od6+f34PDjRp0iTeeecdPB4PPp+PN954o1lBKYBt27aRkpLSrMcKIYQQQgghhBBCCCFObAVFpcRFR5BT7sPrV9su1OoUbqSsOoDTE2jFGbZN7Sbjoy3p0aMH8+fP54YbbsDpdOLxeBg0aBDz589nypQp/Prrr5x00kmEhYVxxhlnNDhGREQEn376KXfeeSeVlZXo9XoeffRRzj77bG699Vauu+46bDYb8+bN45577sHtdjN8+HAtu+Cee+6hX79+PPfcc8yYMYO+ffvSqVMnJkyY0OTc/X4/gwYNoqqqiueff14rc9WUsWPH8vDDD3Paaaeh0+kwm80sXLiwyeOwcOFC3nvvPcxmM4FAoNFeHOeffz5LliypVwrr6quvZtiwYdxzzz0YDAYATj/9dN577z169epFVFQUkyZNIjc3t8l5m81mFixYwM0334zf72fo0KFa0CEsLIzHHnuMYcOGER0dzcUXX1xv3z+/Bwe6/vrr2bVrFyeddBIA48eP1xqfH8q3337L+eef36zHCiGEEEIIIYQQQgghTlyBQID9xaUMS+mt9a/uFlkX+LhjbATXDA3HqD/6qkB/NTpFUZTWnsShJCQk1Otr4Pf72blzJ8nJydrCtjj2dDodpaWl2O321p6KxuFwMGrUKNasWUNwcPChd2jDioqKmDBhAr/99htms7neNjknhBBCCCGEEEIIIYRoW4pKyog5aRrXX3I2yadfzV1fFrH0+gQm9rS19tTahD/HDQ4kpa5EmxYSEsIzzzzDnj17Wnsqx9yuXbt45ZVXDgp6CCGEEEIIIYQQQggh2p7i0goAoiPDWbPXhV4HwzpbD7GXaA4pdSWa7URNDpo4cWJrT+G4GD58eGtPQQghhBBCCCGEEEII0UJKyysBiAgPZc3eavrHmwm1Sq5CS5CjKIQQQgghhBBCCCGEEEIcZyU1gQ8lKIK8Cj8juwS18ozajzYZ+Kht0H2iZiAIcbzVngu154YQQgghhBBCCCGEEOLEVlKmlroqwQ7AUClz1WLaZKkrvV6PyWSiuLiYqKgoWewVf2mKolBcXIzJZEKvb5OxTCGEEEIIIYQQQggh/nJKyx0AFPrVZub946W3b0tpk4EPgMTERLKysigpKWntqQjR6kwmE4mJia09DSGEEEIIIYQQQgghRDPVZnzkVVsAhb6xltadUDvSZgMfZrOZHj16EAgEpOSV+EvT6XSS6SGEEEIIIUQrCgQC+Hx+zGZTa09FCCGEEG1ISZna4yOzQkei3SCNzVtQmw181JIFXyGEEEIIIYQQrenOx17m2TcXUrrxC+zhoa09HSGEEEK0EaUVlaDTs6s0wMSe0t+jJUnUQAghhBBCCCHEMfflstU8/fqC1p7GMfHsmwsB2JOd38ozEUIIIURbUlJWgSmiAx4/9IuTMlctqc1nfAghhBBCCCGEOLEt+OIHLr7lEQCuvuAMIu1hrTyjlnNg6eWCIulBKYQQQojmKy13EBzXjTKgX5w0Nm9JkvEhhBBCCCGEEOKY+vCLH7Sft2XsbcWZtLy8giLt5337JfAhhBBCiOaZ9dQbrF7/B6aoRAD6xUvGR0uSwIcQQgghhBBCiBaxv6iU/pNn8N2P6+rdv31XlvZzewt8bNy2S/t5X2FxK85ECCGEEG2Foij8+8X3APCHxAPQJ1YyPlqSBD6EEEIIIYQQQrSIZT//zpadmSz65kftPq/XR8beXPr36grA1vT2Ffj4+bc/tJ8PzP4QQjTPnux9pJx+LTsOCJAKIUR7V+1yaz+XBEJIijASYpGl+pbUrKPpcrmYNm0aycnJpKSkcOqpp5KRkQHA+PHj6dq1K6mpqaSmpvLMM880Os6XX35J79696dmzJ9OnT6eioqJlXoUQQgghhBBCiFa3btN2ADZuy9Du252Vh8/n57SxQwmyWtiantlKs2t5Lpeb1z/8koQOMYCUuhLiSDzy3Nts2r6LW2e/0NpTEUKI48ZZ7VJ/0BnQhcVLmatjoNlhpOuvv54dO3awceNGzjnnHGbOnKlte+aZZ0hLSyMtLY1//OMfDe7vcDi49tpr+eyzz0hPT6djx448+uijR/8KhBBCCCGEEEKcEH7bvAOAzTv24Pf7gboyV/16dqV390S2tqNSV58sWUVhcRl3zryQ7kM7URBbRkAJtPa0hGhToiPDASgqLW/lmbQPWbkFBALyPSTEia7KqQY+Tpk0EUVnoHeMlLlqac0KfFitVqZMmYJOpwNgxIgRZGZmHtYTffPNNwwaNIjevXsDcPPNN/PBBx8c3myFEEIIIYQQQpyQ/H4/v/+xE1u0lUG39OKz9T8DdT09endPJKFDDPsKi1EUpTWn2mJ27s4GYNLowXQ8NRZ9goHCKlm8FeJwxETaAQl8tITtGXvpOuYS3v9saWtPRQhxCFU1GR+duyWr/9qNrTmddumICoc999xznHPOOdrte++9lwEDBnDRRRexe/fuBvfJysqiS5cu2u2kpCT27duHz+c7kikIIYQQQgghhDiB7M0toMrpIjElDr1Rz9KdvwOwbtMO9Ho9vXp0xtXPx8AZPXFUOVt5ti1jf3EZAFER4dp9OWWFrTQbIdqmIKta3qWw5nwSR25bRhaBQKBdlRQUor2qzfhwG0IASAiXwEdLO+wj+vjjj5ORkcGyZcsAePfdd+ncuTOKovDSSy9x1llnsXXr1qOa1Jw5c5gzZ452u6KigiVLlgAQHh7OiBEj+OWXXygvV68G6N69O4mJiSxfvlzbZ/jw4TidTjZv3gyAyWRiwoQJbNy4kfz8fAA6duzIgAEDWLZsmRaAGThwIFarlV9//VUba8KECezZs4c9e/YAYLfbGT58OKtXr6ayshKAnj170rFjR1auXKntN3LkSCoqKtiyZQsAFouF8ePHk5aWRkFBAQAJCQn069ePpUuXaqngqampmEwm1q1bp401adIkMjIytEybyMhIhg4dys8//4zD4QAgOTmZ+Ph4fvyxrpHgqFGjKC0tZdu2bYCavTNu3Dh+//13CgvV/5B37tyZvn378t1332lXXg0aNAi9Xs/69eu1sSZPnsz27dvJylJT1aOjoxk8eDCrVq3C6VT/cOnduzfR0dH89NNP2n6jR4+mqKiI7dvVer82m40xY8awfv16iorU5n+JiYn07t2b7777Tttv8ODBBAIBNmzYAIBOp2Py5Mls3bqV7Gz1yqqYmBhOOukkVq5ciculfmH06dOHiIgIVq9erY01duxY8vPz2blzJwAhISGcfPLJrFu3jpIStQ5vUlISPXr0YOnSuisjhg4ditfrJS0tDQCDwcCkSZPYsmULOTk5AMTFxZGamsqKFStwu9XGRP369SMsLIw1a9ZoY40bN468vDzS09MBCA0NZdSoUaxdu5aysjIAunbtSteuXfnhhx+0/YYNG4bL5WLTpk0AGI1GJk6cyObNm8nLywMgPj6elJQUfvjhB7xeLwADBgzAZrOxdu1abaxTTjmFrKwsdu3aBcj5JOeTnE9yPsn5JOeTnE+15HxSyfkk59PRnE/pe/ep73XfOKrxsr14L99++y3L1/xOat8ePP/Dh7iCvQQHB7Fqw3omDB3W5s+nzVt3oNNBblm+NsYjr87l5tET5HxCzif5/dS888lT8x5Uu9wsWbJEfj/VOJLz6Ycf1YBzTv5+bR0N5Hyq9Vc4n+T/e23n99MfGerz7neon9mc7evZqETI+cThnU9N0SmHkWP81FNP8eGHH7J06VLsdnuDj7FareTm5hIVFVXv/o8//pi5c+fy7bffArB161YmT56sfbiakpCQ0KzHCSGEEEIIIYRoHctXb2DCpf9g0v1DcaP+ofzsuJsYfNr13DJjOoGTYFO++sfx9X2ncPnoU1tzui1i3IW3sTUjkw8+ephHfngXgLy1hWx/dR5Go1y5KURzPP7Sezzw5BsAKJkrWncybdxDc97k0eff4cwJI/jyzSdaezpCiCZ8vfwXzrz6Xib+7X8s228n+4GuJNhNrT2tNqepuEGzS13NmTOHDz74gO+//14Levh8Pi0SA7Bo0SLi4uIOCnoAnH766fz+++9aVPDll1/m4osvPpzXIYQQQgghhBDiBFVe6cAaYcGND11NReP5P6qVAkYPGUB2eSGGmj9Bdxa3jwvb9heXEhsVwab8upLPpjAjOfuk3JUQzeV2e7Wfq13uVpxJ25dfqF7xvl/KhglxwqstdVURsKDXQXyoXDDR0poV+MjJyeHOO++krKyMU045hdTUVIYPH47b7ebMM89kwIABpKSk8PLLL7N48WJtv4ceeohXXnkFUNN+3njjDaZNm0aPHj3IycnhwQcfPDavSgghhBBCCCHEcVVeWYUlTL1SsaelEwCLN6zBZDIyfGgfSqsddDHHEvAF+HbDOmY99UZrTrdF7C8uIybOzpKd6+gW2YEgzARFWNiTnX/onYU4QXy5bDU7d2e32vPXlroCyM2XoOHR2Le/GID9RaWtPBMhxKFUOasBKPMa6RBmxGjQtfKM2p9mhZISEhJorCLWb7/91uh+jzzySL3bU6dOZerUqYcxPSGEEEIIIYQQJ7Jn535MUkI8FQ4npiD1T8wpJw1nw9fvE9kzjH7+RKr1HgA62KLYuHc35hAjHyz+gcfumtmaUz8qXq+PkrIKgrsHUelzcdHA8bz/y1IqI6rJyMrhlFGDWnuKQhxStcvN2dfeD7RemSm358DARxE9khJaZR7tQX5hCQaLnqCTgih0lBETYm/tKQkhGlFVrWZ8lLgN9IiVbI9jodmlroQQQgghhBBCiAMpisI9/32NJ19bQHmlA5NN/cO9S2wcwzv2xhxs4vyLx5Fdrl7FnRAejcfhxWQzkl9Y0ugFdm1BcanaPNQcrr7mYQm9SYnvjtFiYMO+Xa05NSGarfZz3JoOzPgoq3C04kzavvzCEiK7hxMzIIJvt6879A5CiFbjrHaDTk+pW0enMAl8HAsS+BBCCCGEEEIIcUTKKhx4PF5KPZUUOyowBhkACLcG8/czzwWg1FrF+pydAHSN6oDX6UNv1OMOeHBUVbfa3I9WbQ19fZABg06P3RrCOSmjANjt2deKMxOi+YpKWj/wcWDGR4XD2YozadsCgQD5hSVY7WYAdhfmtfKMhBBNqXJWgzmEgKIjPtTQ2tNplyScJIQQQgghhBDiiOQXloAOIiaHk+HZp2V8hFuDibKFEWUL46PNK9X7LMEkxyXgrVI7n5tsRgqKSggNsbXa/I/G/mK1hr7fFCAyKBSDXk9yXGfcxR6UkLabySL+WorLKgDoPjmBDXkZDOrY47jPoX7go+q4P397EAgEuOPRl/D5/FjtFgByyotaeVZCiKZUVbvAEgpATIgEPo4FyfgQQgghhBBCCHFE8veXYAk1YbAYqMat9fgIswSj1+lJ7dAdgKEJvZh/8f3ER0bgddYGPkxq4OQYCgQCVLvcx2TsvAK1ibBH5yXKFq7db3Tq0Vl0lFVLyR5x4isqKSc4NoiOQ2K47cuXWmUOngMDH5WS8XEk3vjwK557axEAMQl2APY7y1pvQkKIQ6pyusASAkBMsOQmHAsS+BBCCCGEEEIIcUTyC0uwhKllVVwBL5YQM0EmCxajCYCZQ6dwacoEHp00g1CLjWBbEF6nushZ2+fjWLrh/qcJ6XsGFZUtfxX5yrUbQQfOgJuY4LrAh82vXm2dWVbQ4s8pREsrKi3H1MoLbrUZH9YIs2R8HAGfz8f9T75OpD2M3754lYh49Qrycl8V/kCglWcnhGiMUzI+jjkJfAghhBBCCCGEOCIHBj58Oj+WYBPh1mBte6ewaG4cfjY2sxUAnU6Hp6bUVe9pSazK/+OYzu+ND7/CEKRn1stvAnDXv1/m7YXfHtWY1S43/3jkRd786Gv69ksioChE2cK07WE6tXRXxv6co3oeIY6H4tIKrOHmVp2Dx+sjuo+doTf1I10vfSkOV1befopLK7jqvNNI6BpLhU/NmgmgUORs/R4uQoiG1St1FSyBj2NBAh9CCCGEEEIIIY6IGvhQszv0Fj0mm5FwS9M9O2pLXRlMejb4dh3T+XWIjaL/xd1Ji9jNrn25PP36R8y46wmiUqfy+Xc/HdGYazds5dk3FwIwamR/AKIPKHUVZVaDIDsLc49y9kIce0Wl5VhqAh96na5e2anjxe3xEBavBkz3h5dTWFV23OfQVg2degOjz78FgMjOYVww/xEA/B4/ALkV0udDiBNVldOFMdgOSMbHsSKBDyGEEEIIIYQQR+TAjA+jxYDeqifcGtLkPr5qf73b369ad0zmFggEKCwtIyRODcQ8tfJjbVtJWQWfLll1RONWVlVrP48ZMxCA6OC6jI+Y4HD8Hj+ZpflHNL4Qx1NRSbnWDNvt9HLzg88c9zm4PV6CbBbt9h45d5olIzOH3zbtYN9+td9QpqmuvN7+LaUAlDorW2VuQohDUwMf6oUTkvFxbEjgQwghhBBCCCHEEdlXWKwFPgB0Bl29UlcN2bv8w3q373329WMyt6KSckyhdb0Ldpappaf+88/rACguqziicSur1DIyLz//D97Y/g1QP+MjIiyU6lI3BVWlRzS+EMfTgaWujBYDS/M3UOA4vp9dj8eHyVZ3rhY7j+zc/Kv5ZsWvABitBoKiLOysymVs0kC+uvTfFG0rA8DhqW5iBCFEa6qqrkZvVS+ciLJJ4ONYkMCHEEIIIYQQQogjcmCpq1ph1qZLXcVFRda77TP7G3nk0VmxcyN9L+im3fbq/RjMei44czwJHWIoKDqyxV1HTcZHWpVapmt0l/70j++qbbeHheCt8uHwuo547oqicOvs51n8/c9HPIYQzVFUWo7VrgY+dHodiSfHM3vZO8d1Dm6PB1NQXeCjRLIUDklRFBZ+vRJzqIkhN/VlyA19ATiz9zCCbVat1JXDc+TfQ0KIpn2xdDXvf/b9Ee372AvvsH7zTrCGEmnTYzToWnh2AiTwIYQQQgghhBDiCCiKwt7cAoLslnr3dwiJbGSPhlUqx+aK5Le3f4ctSm2qXrSjDAB7h1Ae+uVtEkbHUhlcTbmr6rDHdTirMYeY2FGZw7CE3jx+2rXYTHXHICI8FE+VD6/io9rrPqK5b8vYywvzPuGc6x44ov2FaA5FUXBGeDCH1A9eHu/ySG6PF4O17mpnyfg4tOfeXMiPv25k0PnJ9YJGgzv1Qq/XY9WrwSzJ+BDi2Jk6834uv/3fR7Tvg0+/CV1H4wzpImWujiEJfAghhBBCCCGEOGxFJeU4qp0YrAaUgKLd39kec8h9v7jyMV6ZdjsACRPi+GnX5hadWyAQQOevu3qyJL0cgO6DO5FdXoipp5mY8ZG8n7b0sMd2VFUT2slGAIWJPQYdtN0eFqI1cC87RGCl2tVwYGTlLxsPe16iYQu/XsFnR9jPpb274G8PYx8SirvCw77fC7X7rSZzE3u1PI/Xh8GiR6lSv0cWb1vDvd++zu6Sfcd1Hm3J24uW0LlvHOYOZkp2VaAoCmf3HoHZoAZBbGY16FslGR9CHHOl5YcXLC6vcIDOAEOuBCCrzHcspiWQwIcQQgghhBBCiCOQnpmj9ffwltf90d45PPaQ+4Zbg0mOTkCvqMGJjzaubNG5/efl9ykoLgHgws5jcRapi38RPcLqPS6zpOCgfQ9U5azGUdPTo1ZllROjRb06M8IaetA+aqkrLwCl1Y0vhtz+rxcI7nM6+TWNiQ+04pc0AEzBRjw+b5NzFI1TFIWbZj3D7Y+82NpTOSGtWJeGKchIn4hE7RwBsBqPb+DD7fGgs+gw+vV4nT48fi+rs7Zy+5cv4w8Ejutc2oq9uQUkjeqADh0PTL6Up8fcwG0nn6dtD6kJfDjckvEhxLHgdnu0n3ftzT2sfXdl5UFovHb78pPCmni0OBoS+BBCCCGEEEIIcdjS99QFPk47aYh2f3xo80pdGfUGJpnVjIncyqIWndv/vfc5JpuJ0j0VTEs9GVeZukDhNKoZFklVsSgBhf2VZY2OoSgK4y66jbgh05n/eV1miKOqGmNNWZ4QS9BB+9XL+Kh2HLTd5/Mxd8FXPP/2JyiKwsPPzGPSZXdwyS2PEJU6lTsefYmVa9MwBhkYelNfXl3z5REfh7+6/UWlFJWUk5W3v9Hsmr8qn89HNep50TkyBm91Xa+dIy3RdqQ8Xh86E5gUIx5HXaCvzOWgyFl+XOfSFlRUVlFaXokhwkDP6E5cMnEiw/r20bI9AMKDQwj4AlLqSohjJK/2ooWOqbz3SwE+X/OzNjIycyGiMwBvXhjH/00/9AUj4shI4EMIIYQQQgghxGHL2JurNTbvGZOg3W/UN79Wdf+OSRSnl1PsrmjRK7uTEuMxWg0EXAHioiO56pzT0NeUvtLrdAwM6UpFbhUFVY03ON+wJZ31m3firHbx2Avvavc7nAcEPswNBz48VeoCSGkDgY+Pv1rJP994jZPvSaHLuA4s+v1Hlv38Ox9+8QMlZRW88PYnFBSVEhJvw2A2kJabcVTHoq1b+tNvvP7BkQV//ti5B4CgaAtrt29ryWm1eaXlDi1wGRsSge+AwEdDn9tjyafzg06HRW9Cb6q/TLXf0fg52h4pisIDT77BJyt+5NpFT7Epf/dBj9mbq2aqBYwBYoLtDY4TFmLD75bAhxDHSl5BzQUbJ9/Mc+kdmHrdrGbvm7E3F+yJAIzpGoRBL43NjxUJfAghhBBCCCGEOGzpe3KwhKsLp90iOhzRGAkdYqgucRNAocBR0mJz219RBsDV55yByWTk9f/czWWDJwIQUBQ6xEThKvNQ5XPh9LhQFIXf/9jJmvVbtDHe/0zN8uiYFMPe4gI8HvVK9EqHE5NVvbI6xGI96LnDQ4PrSl25Di51tSV9D+GJIeh0OhJPjqfved2whJm4Y+aF3Hb1efh86gL0gCHdAMhxHFwKq73at78YRVHq3Tf72XncNGsOriPI2Phjxx50ehh4eU9e2vB5S02zXSguLdcClx3DIgn46wKP5a6q41ZiqrS6kuRLugCg9+m0YEzpHrXBef5fLPCxLWMvj7/0Hg98/ibpxbm8u+H7gx6zNzcfk82IooNoW8MlcsJDg/G6fFLqSohjJK+gGPR1WVbfFMSQltu8njoZmblg70yIWUe3SNOxmqJAAh9CCCGEEEIIIY7Azj05RMSpPS76xSVxZq/h/Pf06w5rjE7xMVSXqAsFWWWFh3h08yiKQrFTXTSNt9eV3brypMkM7tSTm4afTWxUBK4ydSE9r7KY9z79nsFnXc+o8/7G9oy9AHy3ah0JHWLoc3ESg2/qw9trvgPUjA9riAWA0AYyPoxGI2bUhYyGSl2l78nFYK7/p3iPXgnc94/LKOxSyZAb+xLTL4KEnmrpi+qAu8Fx2puH57xFx2HnsfSn9fXuz8rbj98fYEt65mGPuXnHbkI7BmMKMlLgKftLHMfmKi6r0IIMcaGRWjk4AAWFCnfVcZnH2uztmEPV86WytJqCjepV1Pv/UAMeBX+xwMfWms+5vUuI+q815KDH7M0twByiHrPo4PAGxwkLDcbn8lMpgQ8hWtyvaduY9fRcCIqou7Pf2Zz7dl6z9t+xJxtdRCKpnazoJdvjmJLAhxBCCCGEEEKIw+L3+9mWsRd7TChBRjNhFhv3jLuYkYl9D2uciLAQqkvUAER2+f4WmVt5hQOl5gLKA5uPW4wmnjnzZi5JmUDHuChcpTWBj4pitu/K0h73y4ateL0+duzOZsDgbnj0atmqr3etJRAIUOmoxmwzYdIbMBsavlIzxKRmgjRUMig9M4ewqGD0Oj3bP89U5zkojIs/fIxsTyHmECPdT03Aa6srPbSnNP/ID0gb8MvvW3jk+bcJjgti4cYftWwDn89Hbn4REd3C+HTjz4c97h879hDXqyb4pYN1uTtactptWlFJOZaagENq9x7cc9Ul2DcGkfWz+lk7XuWuqg5YmD/jlGEMMvZg9pArKN2tBi8LKttv4OPV9xdz4d9mU1Bcl+22ZWcmQVEWTDb1vSmpPjhrbG9ugRYsimok40MtdeWnSkpdCdHi/v7wc+zcnQ3B0fXu9zUjUc7lcvNbRhGKKYhBHS3HaIailgQ+hBBCCCGEEEIclozMXFxuD+ZQIzEhdnS6I7ti0WIx4y5Xy0IVOMpaZG55+4sxB6vlJyJtB18tDdCrW2cCVWpJpazy/RSWqM/dcUg07xYuY/Ou3Xi9PmK7q1dzBnwBir2VdBg5nV83bsNkNRJiCWr0dUeH2wl4ApT+adFSURTSM3MIDg/CbgnWGjnrovUY9AYeP/UaCtPKMNmMFDhLtSbpu0v2Hd1BOYF5vT6uu+8pwjoHc9K1vdlmzuaX7K0A7NtfQiAQoP/F3fnRuZkKV/OzEAIBNUukQ+9oAjWrUb/l7Dwmr6EtKi6rwBxqxqw3EWIJ4l93XM2UkcPxVNaUaasJfBSVlPHMFwuZvfSdFi9/5fP5KHSozct1Abh4xAQ+enE2o/sPwFvlg0D7LXWlKAo3PjCHzaZMLnjvUe3Ybk3fiy2yroReYQPfi3tzDsj4sDWc8REeGoLP5cfl9+IL+Bt8jBCi+SodTv79wWrOeX0X6/6o6b0THAVAiEfNWO1sNza2u+aXDVvxBHcEYFAnCXwcaxL4EEIIIYQQQghxWDbv2I1OD26jj4SwmCMeR6fTYa6pke3xe1tkbvv2F2OyqWPaD8j4OJDRaKRPvNpXIKMol/1FpRgMejoOisFr9PP9FrXcki5S/ZM5d+1+0IEnSF1ANFoNBDdQ5qpWr26dcVV4yK+s37ekoLAER1U1JpuB6OAwLfAB0C0intFdB3DHtAu0+zx/qFkpe0rbb+Bjze9b+GPHHk4/f7h2356SfP73ygckjroQDogtLd21odnjZuUW4KiqRheqg3IFX5Wv3WfOHI7i0gosYSYizMHafRHhoVqwrTZoN+myO3lj5df8sHsDuRVFLfb8FZVVxJw0jc9X/ARAj+wOdA5Xv0vMZhNx0REo1Uq7bW7++x9qEC6mbwQEwdrsbYDaA6hjV/U4BPwK+xsIfOTkFxJZU2awqYwPn1v9vnJ6mtd3QAjRuOfnLWLWF9ks3umHzkOg21gYciUAJzl/BEchTo9yiFFg+Zo0sHcGkIyP40ACH0IIIYQQQgghDsvm7Xuw2i0oKHSxxx7VWFaTeuWyx9eCgY9gdUx7UMMZHwAjB/alusTF1vy97C8uo0NCFEEx6pXWG/IzAChRKukaEU9otRrkCEtQF4n1Zh0hTQQ++vToQnWpm32VJfWukk/PzAXAbwoQaQvD6Ddo2zqEqVeOXjflTBLCYxjfNYVEQyzeah+7i9tv4GPT9l0ABOyg+NVFo71lBdzzxKsAWh8KgKUZ6w/avzGbd+zBZDMS0CsEE0RViatFF+7busLSUoIiLHQMrSvVEmkPw1utBj4q3E4ANm7bRVCUuji3t6ygxZ4/v7CEsgoHe4v2owQUbKb6C4AJHWJwVXjabY+PL5etwWqv+2x/tvVnPB4vO/fkEJtgB6Ai24HT56aqJnCRv7+Yz7/7ibyCIsKj1O+26ODGm5v7XGrgwyGBDyGO2uq0nRDXR70xdAb6IZdr26LNfvC5cXoOnRX368Zt6CO7YDJA3zgJfBxrEvgQQgghhBBCCHFY/ti5h+AYdeE/0R53VGNZaxY83S2U8ZFXUKw1D28qODF8UB+q9ldT4CylsKyUuF5R2rY9znzMwSZKPQ76xCTSv2NX/N4AYZ2D6Tg0Bqw6QszWRsfu0yMRV6kbvxKgsKpMuz89MweDxUAAhUhbGPYDSnF1ClMXoA16Pe9ccA8PT7yS5KTOOAtd7C7Zh6Ic+krStiQQCHDdvU/y7xffw2g1sN9diq3SgrvSW6+0V1Bk3cLQzqJcAkrzyi39sWMP1gh13xhrOK5SN5VupzR7rpFXVYJOr6N3bGftvojwEG2x3OlxoSgKOj1Y7TWBj9KWC3x4fWqAxWQz4q32YTWb621PiI+hqqwap9eNx+9rsedtbYGaQOhvm3cQnlCXkZZZWsCm7bvwen2ERtvQo6cyTy3tVlillgMbOf1vTLt+Fpk5+QSFWzDo9IRbgw9+EiAqIhy/uzbwcfif+aU//caYC26horJKLct1/9Nccssjhz2OEO3FLzk+MFrBqwYSzYa6dER7sBn8HpzeQ5eVy963H0N4PD2izJiN0tj8WJPAhxBCCCGEEEKIw5KemUPHrupCfZeIowt8BJnNKAGlxRY3i0srMJjUP3UtxoabjwMkd03AUVCNAlTq3YTGq0GSkoxyLOFmxkxNAaB3bCIn9e2JI99JRNcwup+aAECopfGgSu/uiVTXNE8/MMsgIzMXc4hahisqKJTI8LqFz45hdYEXo96AQa+nZ9dOOIuqcfrcFDnLD+cwnPAyc/J548OvyC8sIWlIBxSgszWG6mIXWaX7MRjU9zCoJnhRVViNx+89qHxYY/7YuUfbt7M9Rns/8hrI+vD7/ewvap+ZBY0p9qvNw/t26KLdFxEeit9Tt1ies68Qq92CvmaBryUzPrxe9Xw3BxvxVvkwm+qfqwkdYnA7PACH1dvlRPbOoiWE9D2DXXtzycjMpVNP9TvU4/DicDv5ZYPa20Zn0xMdFIarXH39W/bu4c7HXiYzJx90oDfpMYQYiAmxo9c1vKwXExmuBbGOJNh36uV38dO6zfz+x05efvczXp3/BR9+8cORvGwh2rx9+4sp0df8jv75Je7uu58d/0xi7S2dWXFjAsE2K/g9VDWj1FVuQTF+SziJzegHIo6eBD6EEEIIIYQQQjSboijszsojoqO6aJ8YfuQ9PgBsQVYUv4K7hUpdOZzV6E16dIBJb2j0cR3jonEW1pSAsSmYQ83o0BHjUpsFm3qqC7G9ojtzUv9kKnLqL742lU3SMykBV81C+2uffandn56ZgyVEvbI90hZKpL2uTE1txseBkrt2pqpmju2tP8WuvXkYLHqG3tyXDmNjCLcGM6JDb5xFLtwBLwabAXtSKD1OVzMSineqgZ/dJfk8POctfv5tc5PjZ+UVENVJPb694hNwlaqLyDkNBD4eff4d4oacy6Ztu1ryJZ7QqvTq56pndIJ2X6Q9DL9bzUio8rjYtH1XvYybFg18+NRFeVOwCU+VF4v5T4GP+Bh81epjyttB4CMQCHDVnf/BZ/Dz4tLP2ZO9j7D4YPSKjorcKqq8btZs2AJAhb+KBHsM7gr1O3H+d8uY88ZHAHSb1Ilhf++H2+ylW0R8o88XGx2h9WspczkOa66/pqn9RnR6+G3nTu554lV0Bh1dxnXgg43LD/u1C9HWrd+8A4LV39FjeoYz6/xBJEaYGJYYxLjuNkJsQeD3Uu1tOvBR7XJTVh0goDc1qxG6OHoS+BBCCCGEEEII0WxFJeVUOV2YI0zYrSGENVJqpblsQRYCPuWwS10pisKcNz5ix66sevdXOavRG/VYjGZ0usbLSESEhxKoVhd5zSEm9EE6IoJCeP+hB9RxfC6MegPdozoyqF9PnPn16+Q3NbbFYmZC6iAA1u7Ypt2fvieHDp3Vq0YjbWFE2usyPjqERh40TrfEDlpwJrPkxAh8OKqcFJceffbJrr25hMTZtDJKM046je6dOuEsVl+vLcrK+MsGaY8v26Mu3m7ITOeR599m9Pm3NDl+cWkFIdE2AAZ26dZkxsc7n3wH8Je5or28woHD4ELxKvU+d+GhwfUCH2t+30JQpFrSLeANsLe0oMVKrnl9PvRGHUaLAW+VTysBVSuhQ8wRL9yfiL77cR0AKVcms96fjjnahD5UT7BixVftR0Hh183b6d2/Cx6/j8SIWGpiUyjqxxi9UUfcwChMQeqCadfIDo0+X2yUve741TSqb67vf/oNgN7ndmWx+xc8Oh+9zupC4snx/N/axYc1lhDtwfZdWRASS7hF4cf5/yMstP7/e4JtVvB5cPshEGj8OzI3vxBs6nduor3xjFTRciTwIYQQQgghhBCi2ZZvTSMuJQq32UfvmM6H3uEQbEFWAr7AYTU3356xl0XfrOTOx15mytX31tvmcFZjMOmaLHMFauAi0qpmBJhDTfhNCjHB4XSMjmZIp2QApvcbjdlgJCI8lPmzH6i3f1bZ/ibH//Cph0EBc4KJNelbURSFjL25xHWNAKBrRDyR9jA2vrOTc7qNItoWftAYHWKj8NZc9Z1bUdzk8x0vM+56giFn33DUC+C7svK0ptn3j76U8/qPIbFTrJaZYbWb8RjUhdvHJ19LnNUOUK//R1OKyyqw2M1E2cLomdgZV1lt4OPg43hS/54ArE3bdtC29ujldz/HGGwg2hpWL4Cn1+sJDwkGv1rq6p1PviM6Qf1cVmRXUe3zUO3ztMgcvF4fpmD1HPVU+cjKq38+JcTHaI3Wy9pBxseGLRnoDDqt/FpIvA2v0Y/dEIKvphdHduF+eg9OBKBfbBeireEofgUHaqmqqGQ7RktdFlvXiMYDH8G2IPQ+9b0trT68wNGO3dno9BDdyw5AeIcQYvqo31uRQaFN7ClE+7Q3twCCo+ka0XCWRnCQFfzq75hqX1OBjyIIUgMfkvFxfEjgQwghhBBCCCFEs2zK382L2z4n+cxEFJ3CgPiuRz1mkMWC3xtodsaHoij0mXQVF9w8G3OIkfCJoazL2aFtd1RVYzQbsRgOfTVlfHgESkDBEmrGrfMSE2wH4IFTLmPu9Lv4+8hp2mMnDh/Mt1c/wUUx4wA1KNIUo97AsKBemENNPPPzQrLz9lPldGGNsRBkNNM5PJYzxg3npISe/H3MOQ1mkBgMBuJCI1H8CnmVJ0bg46ffNlPkr+Dbjb8e1TgZmbkEx6jlwlI6dwfUxW53TV+DkHgblb5qTus5hNFJ/Ym3R+Kt8rHPofb4SBgZR2YjzbYVRaG4tBx9kJ7YYDuhITaCDBYIQGkDV7/r9erSyLpN2/H7D92ctq37YtlqzMEmusV3PGhbRHgoAW+A3KIisvP207lHHIaAHkehuvhe6Xa2yBw8Xh+mIHUR3+v0UfCnHiudO8ZqGQvtodTV7uw8IrvXlbaLSlYDSjGWcHwu9XUaLAZsndQMm5M69aRTXAzuMg9OnbqgevENEwn46xZVuzZR6kqn02GvycY73MDHzt3ZRHSrm2vikDht9TCgBBrZS4j2a1duEQTZ6RXXcInLkOAg8Ku/u5yexs+RvILiuoyPCMn4OB6aFfhwuVxMmzaN5ORkUlJSOPXUU8nIyADg6quv1u4/+eSTWbduXaPj6HQ6BgwYQGpqKqmpqaxataplXoUQQgghhBBCiGNqycpf+durz9W7b0Dc0Qc+bEE1gQ9v8wIflY66hdeeUxIJ6WDjw011decdzmqMZgNWo/mQY3WIjcLj8BISH4SCogU+omxh9IzudPBcTRb+du40Vlz3NOO7pR5y/GtGns7+P0rJ95Ry8gy1NJPH6qdndAIGvZ5zTx/D8g+fxWJpfK5dOsXhLvc0WKLpePli6WrGXnQbt3/6Ep3Pi6ffhd14et1C3Edx9f+urDwiO4ZhNpiIC7EDaomwcFMwiqIQnazel1SzuBsfE0l1qZtSdyVhCcF0PaUjN3/+XINjl1c48AcCKCaF6OCaBeZIOwF3oMHsgYrKKjoMjqbfzO58tH7lEb+mtqKgtBS9SU9UcNhB2yLtofjdAcqc6mK5EqQQprfhq27ZIITX50NX0zS9V1ICTz9wU73tneKiDwh8tP1SV7v25hHdza7drg0sxNsi8NdkfJiCjJQbnSSGxxITbKdTfDSOwmo8Rh+WcDOb9u+mJKOuzFyiPbbJ54wOtaMElMMqFaYoCjt2Z9NjSF02X3A3tdaWs9iFx+9r9lhCtBe7CtXfdT2iG/5dHRwUBDW/D51N9PnILSgEm5o91TlcMj6Oh2ZnfFx//fXs2LGDjRs3cs455zBz5kwAzj33XLZu3crGjRu57777uOCCC5ocZ9WqVaSlpZGWlsaYMWOObvZCCCGEEEIIIY6L9z77nkp/NZ6qugBF79jEox63ttSV29+8RfSSsgoAep6ZSGQPdVH7wOyOKqcLg0l/yFJXAB1jo3FXerGEqYsZMSEHl5tqiF7XvD+le3dPJKRUvYLb2sPCpQ9MxouP3jHNP25dOsVRVexiX2UJ/kDrXG390Jw32aPP5/fCDIIirZiDTXgUH6sy/zii8QKBALuz8rBGWki0x9Q7nh1jonBXeDGFqItCSRFxAMTFROCu8FCteDCHqu+tw1Pd4PhFpeWYbEbQqUEsgOiIcLxOH2UNXP1eWVVNWEIIJpuR/0v7AvdhlF1ri0pqsl4irCEHbYsID8Xr8uLyezCY9VR4ncTZIrSyUxUtFfjw+tAb1Pf9psum0btHl3rbrVYLYRZ1wb0tZ3wUOysIKOrnPTJBDfRZAnXfTZ3DYvC51MCHLdpKhc9JSoduAHSMjVJ73uigy+h4AorCXWdfyGnmwfz39JmH/I6LiVT7fDSU5dSYopJyyiochCbY6t1v9BqoLnHjC7T/jCgh/iy7Ug1mdIts+JxrbsZHbn6RlvGRIKWujotm/W/NarUyZcoULfV2xIgRZGZmAjB16lSMRqN2f25uLj6fRICFEEIIIYQQoj3Zmr4XW6SVUL2NqIwQHp5wZbOyKg5FbW4eaPZic0l5JSabkfiUKKr2qwvf+ZUl2naH1tz80IGPuJgIPI66541poM/G0dDr9cx78B6qi910GBRNtlIIwOBOPZs9RpdO8bjK1AXHIufRNxU/EkkJ8YTUlPhwlbnxuf0oAYXv0n87ovE+XL0cY4wRrNDFHldvm9vj1fpxQN32uOgIXDVlsGzRajDJqDfQkOLSCswh6vtf2zslJiocV6WnwavfKxxVGMx1yyPtoZl2YxxVTvwGdWEuwnZwv4bI8FA81T68+AmOVt/zrlHx2uJ8eQuVuvL6fOj06hpTY+9jfLi6QFhW3TYDH3kVxZz73sM8s2oR2fsKMUeY6B7ZgQ5R6uuKDAqlc0Ssdmzjeqr394xOAKBTfAzVxeq5ENFVDeCdOWQED8y4nJGJ/Q75/LFRdjxVPoqrmh/42LE7C5PNiMfso3BrXfmxIK8ZJaDg9ftarMG9EG1BWXkl1SY1S6NndMP/rwi2WbXAR3UTGR87dmdDZBJJEUaCTNJ94ng4oqP83HPPcc455zR4/5QpU7RASEMmTpxISkoKd9xxB1VVbfOXlxBCCCGEEEL8lQQCAXZkZmG0GRgzYACf/u9RJvYY1CJjB1ktBHxKs0uolJZXYgquyQawxFGeVcm+AwMfVdXojIdubg7g8XjxVB4Q+KgpudSSBvbpzu2nTdduf3zpQ4xM7Nvs/bskxOEqUxdUskqabqh+rJSWV2K0GvC5/Wx8J52KZZVUF7rZVZJ32GNdfue/eWXrlwy8TA3+DOrYo972krJKlJo+Bl0jOtApLBpQS125K9TjEByrLsjbTJYGn6O4rAJLTVZIdHBdxoe7yoPT6z4oyFbhcGK01i2+H84V8m1NfmEJ5przp6FG1RHhoWpgS6/Qsat67Pt16qKVumqpHh9er18rdWUyNBz4SE7qjM/lp7CyrEWe83jb71ADB59vX40hSE/ApNA9qiPju6YC8PDEK7GH1DU3D01Qe3J0j1R7r3SKj9Yy7Mxh6ufZ3kCWTmNioyLwOr2UuZr/eV63cQfhXdTnKMus2y/Yr35PK4Bf+nyIv5C9uQUQoWZppna0NviY4CCrVurqjLm5LNlx8Hq3x+NlxaYsCIllYk/bQdvFsXHYeTWPP/44GRkZLFu2rN797733Hh999BE//vhjo/vu3buXxMREqqqquPHGG7n77rt5+eWXD3rcnDlzmDNnjna7oqKCJUuWABAeHs6IESP45ZdfKC9Xr3bp3r07iYmJLF9eV9d1+PDhOJ1ONm/eDIDJZGLChAls3LiR/Px8ADp27MiAAQNYtmyZlqUycOBArFYrv/5a16htwoQJ7Nmzhz179gBgt9sZPnw4q1evprJS/UXQs2dPOnbsyMqVdfVAR44cSUVFBVu2bAHAYrEwfvx40tLSKChQm7AlJCTQr18/li5dqjVRS01NxWQy1euXMmnSJDIyMrRMm8jISIYOHcrPP/+Mw6FejZKcnEx8fHy992DUqFGUlpaybds2QM3eGTduHL///juFherVRp07d6Zv37589913WuR+0KBB6PV61q9fr401efJktm/fTlZWFgDR0dEMHjyYVatW4XSq//np3bs30dHR/PTTT9p+o0ePpqioiO3btwNgs9kYM2YM69evp6hIrVObmJhI7969+e6777T9Bg8eTCAQYMOGDYDaI2by5Mls3bqV7OxsAGJiYjjppJNYuXIlLpcLgD59+hAREcHq1au1scaOHUt+fj47d+4EICQkROtJU1Ki/pGUlJREjx49WLp0qbbf0KFD8Xq9pKWlAWpzwUmTJrFlyxZycnIAiIuLIzU1lRUrVuB2q1dj9OvXj7CwMNasWaONNW7cOPLy8khPTwcgNDSUUaNGsXbtWsrKygDo2rUrXbt25YcfftD2GzZsGC6Xi02bNgFgNBqZOHEimzdvJi9P/UMjPj6elJQUfvjhB7w1tZEHDBiAzWZj7dq12linnHIKWVlZ7Nq1C5DzSc4nOZ/kfJLzSc4nOZ9qyfmkkvNJzqfGzqd9haUoNX/vu4vq/j5rifMpLzeHgCWAx+8jOzubrVu3Ao2fTyVlasYHgOL04CrzUOV1sfibr7DojZRXONAZdHirPdo8GzufrjpvMt+/WHcedrFFkZWV1eLnU0jAS8/QeK47eSo7N/xB2mGcTxUl+6kuVj/7//vkXWb2GXPcz6es3H3EpcYSbLRw2pABVLu95BRXUhhXzpfffI2p5or9xs6nb5auIO2P7XSIt/Pd9t/o3StJey7vniJyQnO08+m688bz2srlpKT04O/9TtNeY0lhgRb4CO2oLhqZMOD1eg86nzJ279UyPrJ37oZewyHg03pGrPl9HeOHjdLOp5LScmKCIrUxlv38I3uDYtrl76ef1vyqBQ4r9hdDT+r9frKYDPjK/Oj0OoLj1MBSclwChoB63ez6zRvpVGU+6t9Pv2/YUC/jo6HzqXOMjd3OAjJys1EUpc39ftpTXdeXpzZY5ykop0eHjiy+8lHSN29j087dWsYHNXG8PRu2kqffidUUgreqLiBs1hmwGE3N/v1UWlyA1+uj2uehospBUcH+Q/5++uz7n0gcFY8BPSUZFdpzO/dXovjVgIfX72Pblq0nzO8nkP/vyf/3jt3/99IyCsDelQidg9UrvwcO/v9eYblTy/jY7/Bz+hu57LhOncdb731EUqcYNu/MojpM7YsW7cxgyZKNJ+T/96DtnU9N0SmHkaP21FNP8eGHH7J06VLsdrt2/4IFC5g1axbLli0jMbF5tUrXrFnD9ddfrx3opiQkJGgfQiGEEEIIIYQQx9eXy1Zz1X+eoN+F3fnn2Is4q/eIFhv7f698wJvbviW2XyTLrn0Sk6Hp6/Nem/8FD7w7lz7nduWUkBTe/vZbEkd34M3z7qJ7ZEcM3Scw+t5UTumWyr8mXXXI51++O42Hl77N30ecw4UDx7fQq2o5Xq+PqdfdT26nEuxdQnn5nNvoH5d0XOcQN+Rcki/vQs/OnXjzvLuZ/cxbzEv7jsST43nngnu0BuSN6Tr6YjJz8jnrnydTbqzLGEjp0J0Xzv57s+bw26btjJ/5D06a2btu3IgOvH3BP7Xb6XtyePGbz8jS7Wfzht10HBLDW+ffTffIjvz3/+bz0qrPSRrfkVem3kbf+CRAbeZs6jGRobf00wJq942/hDOShzX38LQpi75ZyR3v/x9dxnbgrfPupntUx3rbn3rtQ/7v1y/oNCwWk8OALyTAd9c8wdDzb8Q+JZwL+o/lllHnHvU85i74invfep0+07sye+KVTOh+cAZZYXEZE5++C3vnUL6d+USjGT4nqh/3bGLW928BkL+xmPiUKF6aegsD4rtpjykqKaPTuAsYfkt/ADqFRfPBxQ8AsD1jLwPPuZYRtw0AoENoJAsuebDZz//dj+u46Z1n6TQsloWXPkzsITLadmflMezam+h7QTcuGjiev1/8DGPuV9+Xkyq781XGWjoMiuarq/5NqEWuWBftX0VlFd0nzaRo7L84r5+VhTMaXvPOzN5H18ueheHXavcpTyZzy8PP8eKinznnpln0rv6d/64FkkaR/1A34kKlx0dLaSpu0OxSV3PmzOGDDz7g+++/rxf0+Oijj5g1axZLly5tMuhRWlqqRQ0DgQALFixg0KCWSY0WQgghhBBCCHHsbN+VhdWu9vPoGBbVomPbgiwEampiN6fcVUlZhbZAnRAVrfV9eHPZNzirXVr5nOaUugIY13Ug71143wkZ9AAwmYy88tgd5KxRy1xlluYf1+cPBAIUl5ajN+sINauLnUkJ8VofjryK4kOOkZmTjznEpAU9bAYL9wy7iHvGXtTsecRF15W6qmXU1y1pVLvcnHXtffxU+gfFhko6DokBDuzxYdcyPu5+6hVtP5fbg98fwGg1aGWFGmqA3l4UFJVqGR8RjZS68nvUq2u9wX7iQyOwGM0kRKnHs6LFSl35tHO1sR4fMVF2LGVGMMDKPRtb5HmPp4Kyuh4Z8SlRmPQGesXUXzcLDbbhd9c1DO8d01n7OToyXPvMQsPvV1NGntRPK+W3p3RfvW2KouD2ebl8wX/4aNMK9mTvo++kqwjpoGamTO4xBICti3YzIDyJcL1NK0Hn9UuDc/HX8NNvmykKqOfdiKTGy8wd2Ny81rdrd/Li25/C4Cv4PNPKp7stYE+gU5hBgh7HUbMCHzk5Odx5552UlZVxyimnkJqayvDhwwG47LLLcLlcnHPOOaSmppKamkpxsfofn1deeYWHHnoIgO3btzNixAhSUlIYMGAAxcXFPPvss8fmVQkhhBBCCCGEaDE5+wqxhKmBj/iQiBYdO8hqIVBTQuXA3gtpeRk88N2bB/VjqG1uDpDaowfVJeoC/E9lW1i1ezOGmoahFkPzAh96nZ5Ee+xRv45jKSbKrjVhL3ZWHOLRLauswoHfH0AxoF3lnZQQj6tUXeTJrShqancABg9IJrKn2msjojyEF865hTNTR5AQHtPsecRG2fG5/PWa0R/42Xhn0RJ27snGGm6ut19YzZxjIusCH+u27WDz9t2AekWv3qRHp9dpjaRL23Pgo7AUc7ARHRBmPfiq/cjwMHyumh4OOkisaS5vDwkh4Au0WFDI461rbt5Yjw+AoDIzAb/C0ozfW+R5j6cN29Lr3e4dk4j5TxltZrMJv6euZ8Yp3VK1nyPCQ9Gh0z63dmvwYT1/aIiNDga1hNvPe7fU23bWNfdx6q13klW+nxd/+ZzdWXm4PV5ShvXEqDeQFBHHP2+4hOId5Tw04QosZvV9APAGmtePSYi2LmdfIdjUiz16RpsbfVywLUjr8VFr/qpdENcXYnsBkG7pC/ZE+sW3rcy1tq5ZIaaEhAQaq4hVW2+sITfeeKP288iRI7WatUIIIYQQQggh2o78whJMwWogIdIW1qJj26xWAt6awIe/7u/LW798CYDN+bsZktBLu7/0gMBHtw4d2fLxPMY+cDsJw2PZVbwPvbE246PxRYq2xhZkxVjTY+F4Bz4Ki8swWAygg1CLejV4UkI81aXNz/jweH1EJIeBAm/ddDeRIYf/GbJYzERFhFG6u4K4gepCVPUBC017svcRHBOEwWygels1OVsL+eS1R9Dp1M9DdETd1fPmYCOvf/wlvbp0ZszQgZiC1IV3Z7GL8MSQdt/c3BRsItRiazDTYtTgfvj+r+6K/i41gY8QWxDean+LBT68Ph/6mowPQyMZHwBBBgul5VUUVpW1yPMeTzuysqGudQwdQiMPekzt57PWiMS+2s8Gg4GQ4CC8Ti8mm/GwGpvXGtW7Hz+XbGXlro384+TztOf7evkvJJ/dhTgiSbTHUlGpZvJ4rT6SIuIwGYw8ce/1PHrnNZjNJkxGY70eH0L8FeTmF4FFPe9iQxr/nrJazAdlfCzaFwfJk9Ub6ctQek4EoF9c+/m/SVvQ7FJXQgghhBBCCCH+mvbtLyHYbiXIZMHawgEFW5CFgK+21NXBF9YVVpXXu31gc/NwazCxkXbyflMbuxY6ytAbazI+mlnqqq2ItIWhKIoW+Fiy8ldunf18oxcptpSi0nItMFCb8ZHQIQZ/tR8C8PnPP/PKe583OUalw0lETCgxIfYjCnrUWvHhs/zryqu12+4DAh+FJeWEJahXxD99y81sWfAWI7v007bHRNUFPuL6R/F79G7+teAd/vvKBxit6ufJ6/CCH8pcVUc8xxPd/uJSLKGmRvs9xMVEsvCp2drtLjXZUDarBV+1j3JXy5e6MukbvybXajHj9wYOyvxqC/bsU8vSbV20G8WhNFlOb9f3Odw37pKDMkKsFjOemgbn4UGHH/hI7BhH6Z5KSt0O9tcEjxRFQa/XE9m9JgsrKJTySgfGIAOOgIseUZ0ANShjNqvfo2aTsS7jQwIfoh3x+hWqDsi6OlBuQSFY1FJXMU0EPnQ6HW88fpt2e7R+I059CMT3pWs4sPN7bZtkfBxfEvgQQgghhBBCCNGkfYXFWEMtRB5mjfnmsAVZCfjql7o68KrynPJC7efi0nJ27c3FFmYlrOaKdbPZhE2nBmOKnOXoD7PUVVsRE2HH7wxQUhP4ePOjb3hh3icUFJYc0+ctLC7DaFUXfGrLRhmNRromdMBR4KTa7OGmWc80OYbDWY3BoifEbD2qufTv1Y3TBw7VbrvqBT7KCIlT59c3rguR9voBltioCKpL3VQVVBMcH4TeoKPLmHjmf74UY01gx4wJPApl7Tjjo7isEnOomdhge6OPGd1zAJcMPAWAfnFJgHqeeqt9ODwtFPjw+bVSV431+IDawIcfj69tLbYXl5ZT7lS/xypznVR+X0lydEKDj+3auQOBTD9n9Bp20DarxYy3qrbU1eEHPsJDg7X9He5qQO1rE1ACWgDZ7fNQ4XASHKNmdHWP7HjQOCaTsa7HR0B6fIj2Y9JrOYQ8kNHgRQS5+UUYavtEBTf+PQUwMqWn9vNPC16CMrXZ9vjkMHDW/Z7uEysZH8eTBD6EEEIIIYQQQjRp3/5ijDYDEUdwxfGhqBkfauCjtrn5otU/atuzDwh8jLvoNjZu24XRZqi3CBgTGUHAFaDU5dAyPqztLOMjNtqO2+Gh2Kkuyu8vVhsn5x/jwEdRabmWEVFb6gpgxvmnU5blwGQzMvy2/nyz49dGx6h0ONGZdISYgxp9THPZrSH0yu5I0Y4yPH4f/oD62dlfVEpotA2zwURUA+XYwkKDWfL2k7x2yT8IcpnxOr0ERVoZc/8gBl6mLlhZ9CZ8rkC77vFR7nKgN+iIDg5v8nE3jZjKt1c/QbfIDgAE26z43X6cPk+LZBkdWOqqqcBHkNVMwKfg/lMZmRPd/uIyDCb1dfm9foam9G70sekr3iN7zUcNbrOYTXU9PoIOr8cHQFhIML6a5ulVXheg9rUxWuqOucvnobyySguERDdw/kjGh2ivftytBgT3lh78uc4tKMISFoXJAGHWppfQbaY/bf/lNbpYKrl7XATvPfsAEdlLiQ/Rk9JRMj6OJwl8CCGEEEIIIYRolKPKiaOqGkxqSZSWFmStK3VVm/Ex+/V52vbMknxW/pLGM298zJadmdiTQrFEmOstAsZEhuNxeCn3VGEw1fb4aGeBj6gI3JUeip0VKIpCYUkZEd3D+Hj7j4fe+SgUlZRrGRG1pa4Abrr8HLyF6vtlDjbxn5UfNLi/1+vD7fGiGCH4KDM+aoWabfhc6mJubV+YwpJyrHYz8aERB/VNqDV57FAG9+jFuZGj2PhuOtVFbqoKq7XtNqMFT80xdvna1kJ7czn86uuNaSLjo5bNVLdAZ7Na8bkDBJRAvV48R6peqasmmpu31VJX5RUODBZ1yW3+nAd59qG/N/pYg8GA0dhwuS+11JX62o8k4yMsxIa/NvDhqQl8OJxq354aLp+XCkcVBrM6X1sD52m9Hh+S8SHaiR27srSff891HbQ9N78IQ1A4McGGRn+v1Aoy1W3vltiRz+fcwpb7+9InzsJl006l5MOb2fdwD4LNshR/PMnRFkIIIYQQQgjRqH37S9QrgXUcm4wP64EZHx627NyjNVJ3FrvILC/g3Psf5I7HXsIYZKDfhd0A6BAapY0RGxWBs8yNw19dV+qqHTU3h7rgjjfgw+GpZn9xGf0v6s6q4j+oOIY9KYrLKrRSVwcGPiLtYXz630fqPTa3ouig/R3OanWBWw8hlqPP+AB1Mbj2M+PyqgGKwpIyDMGGBhtI/9mEUScRqAxw76CL+P317dr9oRYbpVmV+JUAm/J3t8hcTzTVinq8om1NZ3z8mS3IctAC+tHw+nzNLnWl+AN4A34CSsN1+E9EZRUODGYDBvRceOYpBNuO7LNvtZgp3VVBsNdKn9jEw96/XsaHFvioC3JATamryrpgyIEBr1pmk0kyPkS788jz72g//57rrret2uWmpKyCgDmYmODG+xDVCqkJdHYPD/D7l68x9dSTj/i8Fy1HAh9CCCGEEEIIIRq1b3+xVgLl2Pf48LHilzTt+Uoy1H4W/S7sjt6oI25gFHqjnun9RnP7yedpY8RE2nFXegigYAlTAx7tLuMjOkJrcpxTUkhRSV3T94ySvGP2vCVllVqpq7ADAh8AQ/r05oyooWSuUJ//58w/Dtq/0uHUyuq0RKkrqMkCqGlG6/J5cLs9uBQP6OsHxBqT3K0z1Tu+47wzxvHcw7ewZ2kedksIkcYQCnaopcN+z01vkbmeSDweL4pFXbyOOUSpqz+zBVkPWkA/Gl6vv1mlrtSMj7a34F5eqQYXLPqj+x6yWsw48qvpXhB3ZBkfoTb8bvVcqfK4WLthKx9+8YMWzAQ146O80qEFQxrKzDKZDFpmni/Qdt4HIZpSUlYBNX2L1mdX19uWm6+W2fTorE02Nq8VbNaz+76upN2dTHhYy18kIo6MBD6EEEIIIYQQ4i/mh9W/c81//8eTPyzgj4w9uJso67NvfzGmmqsd7ccg8BEWYtMW1Dx+L/uLyjAHG/F7/Oz5IZeSjHJ0eh3BsUF0GhZDuDWYm0ecU29xLjbajqdSLQcTFKFerdzempt3TehAdbG64PzQV/PQHbAOk1GUe8yet6SsArPt4B4ftc7uP4K89eoCUXrxwfNwOKu1RdaWCnwEHZAl5PZ5KCwpw2pX3/fmZHwAWtmSW68+j8wP5rP4qke56eJpeEq8+N0B1rfDwEdpeSWWUPW8ONzAR22PDwCHp/oQjz40j9fbrIyP+u+1F1/Az2u/fsXOopyjnsOxpGZ86I/6e2jymKEADOrX8xCPbFj9jI9qRpx7M0+9tgCDue6Yu30eyh1VWIPVoLHNdHDgw2wy1TU390upK9E+eH0+MKi/39Ly6gd0c/OLQG/Ei/GQjc1rdY00aZkf4sQg74YQQgghhBBC/MWcefW9bDHs5YuMX7j5h+e565vXGn1sbkER5prSU5HHoNRVaIgNv7euuXlBkVpay1PlAwVKdqlZH33O64ol1MzNw6diNtQvOxETacddoQZvgqLURbv2Vupq6qmjuOPsCynYXEJBoIzY/nUL/Mc64yMkQg1YRDbQ9Lh7l0743QH0Xh05BzSir1V5QD+BkBbq8XFgxke11826jTuw2tX3u7mBjwMZanpMnDJqEDdeNpXSPeXsLMqm0u1skfmeKErLKzGHqscpuhk9Pg5ks1q0BXTnARkf63J2UOys0G5XOav5bMkqAoGmy1J5fXU9PoyH6PGhBT78Xn7L2cl7aUv5v7WLD2v+x5ua8WEgqIGyUYfjgb9fzsoFz3HNhVOOaP/w0GD8ntrm5nWlfGqzsPzeAAFFocLhxBqszrWhjA+zyYgSaHuZN0I0xenygkH9Tsx3KFR76763cguKwKJe7BHbjIwPcWKSwIcQQgghhBBCtFNLVv5KWXllvfu8Xh8ut6dejfeN+3ahKEqDY2TlFmgZH8eiubnBYNACGW6fh/3FZZhsRvQ+dVHUXa4GNCyhZnpGdeKMXsMOGiM2yk51ibqoFxavlmNqb6WuDAYDt101nYINxQDE9I3QtmU0kGnRUkrKKwgKtxBiDsLaQDApyGohLjoCf6Wf7AYCHw5ntbbIGtxiGR91i+FrNm5l+o0PEtlDzWBIiog/qrHHDB1IWaYDBdiQl3G0Uz2hZBXtJyo5nCDMhx2EsgVZtZJJjprAR1FVOXd9/SovrfkcAJ/Px8nn/Z1zb3iQL5etaXK8wyl1VZcR5uOH3RsAWJ+bztdb1zb6vdXaajM+GgoiHA69Xs/Y4SmHbKzcmJDgIC1T58CAVW0WlsehZspVupxYbOp3ZkM9Pkwmo3bOSXNz0V44PPW/P/aUeLWfc/PrAh/NKXUlTkwS+BBCCCGEEEKIdmhreianX/VPTv3b3bh9dX/M/7ZpByabEaPVSH5aEflpakPqikaubs/K249Fu0r88MrjNFeQWV1oc/u87C8uxRxsYnCvZP5x7QW4K+rm3j2qY4P7D+zTHWdNGShjTZCmvZW6ArBaLXSyRRPwBbAn1QWh8itLj9lzlpRVYgo2NlkaqUuneCoKnVS4nZT/qdF6pcNZV+qqJZub11yZu23PXmwxVmL7RZBkjTvqwMfJQ/pTlqkGC3/Pa1/lrr7d+xumICMjbL0PeyE92Fa/x4fX62PM1beioLA2Zzv+QIBvVvzKxm27CO8SwkvbF9fLBPkztbm5uiRl0jfeOPjAUldfLP+ZZTs3YNGp5/YTP33I9xm/H9brOF5qMz5a6jN/pPR6PUFG9fv1wBJltYHv2sCHw12N2WrCbDBiMhz8fkhzc9EeVdd+lL3qubG7+MDARyEEqb/34kMP3dxcnJgk8CGEEEIIIYQQ7VDOvkJsMVaCxgZx/vx/aQvSq9ZtwhajXoV82uBhWmBhv6OswXGy8gqwx6olrqJtxyjwoS3MudhfXobOoCMxOpY5D/4Nu6WuvFaSPa7B/fv06ILfFcDrrFu0aO0Fx2MlpXd3KvfVBak85V6qve5jduV7SVkFuiA9UQ2UuaqVlBBPcY7abD2rbD+KopCzbz+gZnwck1JXNYGPorJyLQh09fDTjnrsjnHRxAbZ8TsDbMrffdTjnUjynEX43H5Sorof9r5qxkdtySQXv/+xkwpF/RxWup1sL8wiK68AgO6nJlBt8fBe2tJGx6tX6krf+NLUgUGuB16Yixcfe37LY9f3ao+PnUXZh/1ajofSikoMJj1hVltrT4UQaxBKQMF5QKmr2nPSW1UT+KhWM7Ma6u8BYDIa6np8HCLj471Pv6PzyAvUxtFCnMCcNZmllKnfI7sOCHzk5BdCqPp/jh5R7e9Cir8KCXwIIYQQQgghRDuUk1+ILVpdxCp3VbE0Yz0AmTn52v3dozpovTH2VzWcNZCVt5/gCCt2a8gxKx8VbFADHyXVlZRWOwCw1/QTSYiK1h7XNbLhq/l1Oh3xMZE4i9WFvU5h0cSHRDT42LZu/IhUyvaoGQmKX6GyoAq/Ejgm5WeqXW68ig8MTWf7dEmI00qN5ZQXMu/jb+k88kLe/vpbdpbnHpvm5jWL4QVlpQSFqxlJvTt2aZHxB/TuhqPQSV5F8QlbSulw+Hw+cvMLKfU6qC5xExXReBCrMQf2+KjyVLNy7UaCY+rez7XZ2ykqUYNfQTW9IpZnpOFr5HPp9fowGNUlKWMTGR9Wi1nLNDCHqN8/PpefvN8KCfgCZBQeu/42R6PcqX6PhVhbPwAbFhKM3xMgq6BAu6+u1JV6yXu1142+idJcZnPzMz6u+Mfj5Owr5KsffjnsuW5Nz+Tet1/jiZUftotzT5zYXP7awIcaSN39p1JXQdGdAegZ3b56hv2VSOBDCCGEEEIIIdqh7Lz9WMLq/ljfV1kCqFfw1wY++ndKajLjo9rlprC4DOMhSh0drVBrMAG/QnFVOW5FnU9t4KN390TtcUkRHRod44pzJ2MwqX/i9o9LOuKa+Ce66y45ixtGnoVuXYDY3WH1Fi5bWklZhbbY3FS2T5dOcVSXqKXGMssK+Gr5GuxdQ5mbs4QVnk2EdlCvem+pHh8HZnwUV1QQHhuKDl2LfUaTEuKpLnPj9LrrlQdqq/77ygckjr6Qajy4St1EhB9+r55g2wEZHx4XK9duxBZjxev0YlQMfLLuRzZsScdoNaAPVs/DElclO4tyGhzP6/NjMOrRocPQRMbHgUGu2l5DXTt04LzTx1Jd4iaj8Nj1tzka5U41w66hfhnHW1iIDZ/Lxx+7M7X7DOb6PT50Rh06Y+PzNRmNKP7aHh9NBz5ioyOw2s0s3bOeqgP6ijRHv1NnsNq9ja93rMXt9x56h/9n77yj46juNvzM9l60q94tuXcb29gG2xhjeu8kdBIIIRBCCoGEJBAgpBBSyAcJEHpNCB0MpoMBG/deZFu9S6vtfb4/RlpJSLZlW7Jk+T7n+Fi7M3Pnzu7O7sx97/v+BIKDIJxo/+7x1aEi0c3xUV3fhMaRjVknkW0TNT4OV4TwIRAIBAKBQCAQCATDkKq6Rgz2nsJHa5sfk8OAWlIxrqCIiK/D8eHp0UZlTQNIkNQmyRhAB4XNbCIWiNHoa0PXUUjdoAgff7jtexjbHSGZFsce27jnp9dw+qTZAJxQOn3A+jrYSJLEbd//Nh//6y9kGdJIRNsLF/dR+Fi3uYyHnn419Xj9lp1s313V6+zqFo8PnVURPvYVdRVqiaBCYndrHQ6bpVvxdVueGQCLvv+irjoGwz0BP2angTSTda9FsveHorwsIm3KeTGQ9VMOFW9+8CUGp3IOhQ5Q+DAZDcTbi5sHomG+XL0Ja4aJcHOM2i1NtKmCvPnZl1hzlfe6ebvi/thYv7vX9mLxOCqNCq167++ZUtxc2W+HCPejy8/nVzddQbA5jDce7FbDaKjgiyiCmXEoCB9WxfGhNapRtYvDGr0aFRLxsPL9odaqQA2mPTk+tJo+Oz4sJiMFx2azy9rAda88cMDODd8e6k4JBP1FVFa+f1TJCOaEj7U1Smzk1rIKKmsaiBvdlLp0w3YixZGAED4EAoFAIBAIBAKBYBhSWdOA3q4jmUiijqmo63B8tHkx2vQ4jVay0tOI+pRBrGfWvM/Tq7tn8lfU1KM1aZAlBtTxYbOaiAbitAS9GNOUgcKOaKV0l4PnLr6dZy68DZW051tYtVrNL8+4lKcuuJWZ+WMGrK9DCYvJSCKqDAr31fEx7bTvcMNdf+GrLZv58+MvMe97N3HVq3/kL8te7rFuN8fHXt7/orwskMGY0LGrpZbquiasOZ21DTqcR/0ZddVx3NFkHLVJTYbZ0S9tg3I84Xbh46stm6ipb+q3tgeD6RNHYWwXPuLeOO60/T+XDXpdSmRrCwXwxYJIWokRrixay7xIkoR7tANnjiKq1K5qAhk27EH4iEZjqNUq1PsQqxThoz3qyqx8Fs06AyMKspV4NQmqvUPv/fG3Cx9DwfHh8fqJRxIYHHqO/uFEjGl6bHkmdCpt6jxSaVQkVDLmPTk+tJpUjY94Ys+xerIsU13XiMmltFPuqe+za8rrC3R73CEeCQQDQSKRII7ynWI3aDD7dlHVFufz7S2MOf4yUGkIqcyMTBf1PQ5nhPAhEAgEAoFAIBAIBMOQqrpGbOlmYv44CX+iS9SVD61Zg8tkRaVSpQYzAR5ftaRbGzsralOD1hl7cVscLDaLmVgghjcWIn18Gjo0TMwakVqeZrKSb0/fZzsalZrCPRRAH46YTYa9Ch8bt+0iHu+cnR2ORzG49JSelM9PPvknzzV+xMSLS5GMEu/vWN1j+xaPL+Uacu/F8VFSkINKpSLelqDO30q1pwmT20BLWWdx4zSjFb26fwaQDHodsZByXFqzhoQmSWY/OpKK8rJStW/u+Me/uf6eBwjuZ2TPUCKRSKYcH+fMPxajYf8H41UqFUa9HuLQGvBhcChtLJw6lVBVhGggxohFubhKFFFF9iWRgnsWPmLxhOL46JPw0eH4UNxgFp0Rs8mILqo83joEC5yHYsrnZ08OikPJxm27UzGAaq2KqVePQWvSEpcTqddWY9AgS3LfHB97qSfU2OwhEo2lPh+g1G7qC+u2lKHSdM6sF44PwUASjkRBo3xO0yxagrtWAPCvjyoAMGQUApKo73GYI4QPgUAgEAgEAoFAIBiGVNY2orVoUEdVBJpD+KMhfJEQrW0+VAYVae0D2T+59iJ2vq/k5Fv1pm5tbNtVid6mDFZnmAcu6spqNhINxEmSxJJp5KjMUejUey54LFAwmwwkYr1HXX2xciMTFl/JzXc9CMDrS5dx7M9vYupVo8kYnwaAwa4jskPZTqfp+Xo3tniw5VtQSypGpO25vorBoGdkUS5b1ykDRo5T7UiShGdXp/BxdP7YfosLMRr0xNuFD3OGEaT+Fea6Rl1p0zQ0j/bz58//22/tH2rCkSj69siyH1964QG3YzYZIC7TFgpgcCiDgePzi6n9/L8Evg6i1qkx5OhRSRJF6Vn4aoI0Bjx4w4EebcXicVRqaZ/xZEZDp/ChbXd8WPSKcyhdtiMnZN7ZtuKAj2kgSCQSRJNK/JZRM/iDpvNmTsLo6hQ0OkSQuJxI1crpqJ+ytxofHe/D3qKuKmsb0BjUaE2d3yctwb4JH6s37khF64FwfAgGllA4AlrlvDhn0Uy8O9cgxSM8uToIWiNX33QrAMeV9I9TUTA4COFDIBAIBAKBQCAQCIYJf37kJR55/g28vgDBWBg0YEJPc50yAF3T1ogvGgKVMgMf4Pc/v45jMybQtNVDa8jXbVBr264qLG7lpj/bOoA1PqxmYoHO/Z43fd6A7Ws4YTEZSUR6d3xsKVNEiIeeeQ2AM665DVWWGkmliA+JWJLMJjvTtKU0b2ujJejrlsW/s6KGL9dswp5vZpQzb5+1CiaMLibQ0GWgMglXHHdS6uGMfowfy89OR6/VEQ/HFeED+jXqKs1hQxNXIcsymZNcSBqJT3evJ7qP2gZDlVA4kqrt4LTsf32PDkxGA8mYjD8SSgkf2bY0TEYD6erO+CyXyc7Iojxam5QBb18vUUexWByVWrVP4UMpZN8edWXpjLoCKMnJoWmrh9U1O4ZU3FUgGE693kPB8fHsX39JRm3PeLNLShemauWkXlvtHhwfOi1yssPxsefzoKK6IfXZ8Ncr73tfHR+7KmtT/QDwRYXjQzBwdHV8XH7mAn5z06XYdi0BSzpMOo/Pa7U4jSoWlJj20ZJgKCOED4FAIBAIBAKBQCA4DFjy8XLC4T3XcUgmk/zotw/ynVv/yMZtu0krba+RobcTalW229lYh9akDDSmdYkuynA5ifpiJGWZG+56gE0N5WxqKGfrzkoyitOQkChx5Q7YsVnNJqKBzgLFXWOuBHumq+Pjm8JHh7kiHk+weUc51hxTatY/QOWyOr5zzKlkZ7iIBmIk5GQqWubLVRspmXcJ//3iE9Q6NXNGjN9nXyaMKqalzMu2Nyv48oH1zGwZyV3XXcUpI2cCMD1nZH8cMgAajYap40cSCyZSs9f70/EhSRKjigoINnXGWwVjEdbU7Oi3fRxKQuEIWr1y3hsOwoFgMuiJ++K0JYKY3MoAeY7VDYDbaicWVAbEMywOSgpyUoWze4ssisXjSH1wfHSNuup4rztqxZQUKMIHwOaGigM+rv4mGAqjaX+9h0KND6fdypmTZ1P2XlXquRNHHsWCgkkpx4euw/GxB6FGq1GnanzE9lDjI5lM8r8vP2XqVYrI6a3yA/DCkg+49ud/osnX1sOZ1pU2XwC9tfPzKRwfgoEkFI6CRvm82wxq7rjpcj6592zwVMKIY1lTG+XM8Ra0alHY/HBGCB8CgUAgEAgEAoFAMMT56IvVnHT5T7nkpt/ucZ3dVXUA6G1a7vn4WUafUYhO0jDVUZqKBar3tKRm1HY4PgAy051EfIrw8NraL7julQe47pUHCLojmDIM5DvSB3QAz2YxpWpVAOg1ophoX+hW3Dwe7bas2dMZM3XNz/6Aa5QDIDVr2xjXcdzsqWRnuFJum46Z2Ws3lwHgLFY+I0fljtpnXwpyM0GG+rXNxIJxotE4kiTx4/kX8Obld+MwWg7iSHsyfeKoVJ0PgIx+rPEBcPrxs9nVHgHXwfKqrf26j0NFKBxFo9eglvbtsNgbZpOBUEMEGRnXSDtmrQFre+yUUa9PFYTPMDvIznARDyvvT28D2LF4ApVKQqPeV9SVPiV8dGDpcHwU5hBuF3Vrfc0HfFz9TSgSRa1Thtv25ZQ6VJiMhtTvACixhmaTMfXadkQadohK30Sn1aaKzO/J8fHsq0v5on5z6rG3Uok4e/err3nirSWc98xv+NXSx/fYxzafv5vjwy9qfAgGkFA4knJ8WPXK+TppbAmXz81LrXPp9D3XthIcHgjhQyAQCAQCgUAgEAiGOHWNSmHy/y35dI/rbNy2GySYdOko2ixBkgmZM0pnMzIvj3hEmaHb4veha8/Jd3VxfGS6FccHQMExnbUc0kbbSRpkRrvz+/uQumGzmIn6lf2fUDJ9QPc1nDB3ET6+WXy7qaUNSSWRMyOdsngNJbNyifpjeHYr4sbSh/+EVqshOyMt5bZpbs/ib/Eo/zuKrGhRMzp93+//qccdTWlRLmcsmgvA3OkTAKXg/Ddrx/QHR00c3W0gtz8dHwDnnDSP1p0+tr5eztontyEBdb6Wft3HoSIciaLVazBodAdVZ8VkNNBaqQhqap2abKsrtcxo0KVik8w6A1npaSnHh38PUVd9d3x0RrBpVWp0auU7rKQgNyW21Hj7T/j42+Mv84+nXjng7YOhcEr4GAqODwCTUZ96PwDsBjNmkyH1nnUUI+/6u9AVrVbTGXW1h8i3z1asR29THBszc0envmt0Fi2jTi0gqZL5qnLLHs+jNl9A1PgQHDIU4UMRUc26zuHxq+Z1/t4tGCHqexzuCOFDIBAIBAKBQCAQCIY4jS1tADhLbNS09J5lv3HbLhyFVgx2HZXL6lj1l838YMHZpLvsqToQLX5fqoity9TF8eF2poQHvVVLW6WfWFMce74yS3+UO4+BxGox0lrmZf1zO/j5cRcP6L6GE2aTgUS0PerqG46PptY20kptlJyQx6hTC4mq4zRva6PqywZmOkaTa1ciiro6PpqDbciyTE1DE2q9CnuelZmFY/rkEshMT2P7R8/w6iN3s3npE1xw2nH9fLTdmT9rMsn2z7VGpe7mYOoPJo4Zwexp4ynRZuOtCqCTtTQEPP26j0NFKBJRCo9rD67Q9vxZk6nb2TlofVRepxNo8tjSlHsgEo91Ez72GHWlUoSMvdE16grArDOmxJuSwhzioQSqpETtQYpS73++kl/88RFkWebGX/+V7//ygQNuKxRWXm8YOo4Ps9HYTfiw6k2KYyzW4fhQPhtdfxe6IkkSGo0aknuOulqzaQeWdCPFziz+eOp1GNWKW0dn0WLLM6fW21Mxeq8v2K0oem+fG4GgvwhHotD+/aPpMjo+p9DImePNPHVRFiqViLk63BHCh0AgEAgEAoFAIBAMcWrqm3AUWZlwYQkX/efuXgf5Nm7fjXusA4CGDa2EwhEkScJhs6QcHx+vXIvB3jHA1dXxkUbE1zlw3rCmlfodnTOojy4YOxCHlSLZPpNYauGgoniONLpFXX0jO7+ppQ1TujKbNRFS3v/Gza14dvs4f+Q8VJIyHJCd4UqJXr/98BlOeOxn7IzW4Sy0ISNzVO7o/e7XmNLCg3IW9IWi/GyuPudUANLN9tTx9BeSJLHs5Qd547F7lccRaPC37nH9Br+H7U3Ve1w+mITCEdRa1UHV9wD46bUX4zLZUt8VV0w/MbXs2m+dzgVT5wMwr3hSN+HjzU+/5JIb7+KDstV8UbERgGgsDqp9Oz7UajXqLkNX5i41KNJdDixmI8mgTM1BRl2d+Z3bufvvT/POR8tTz8myvJct9kwwFOni+Bj84ubQ0/Fh05vQ6bSY1PqUkwO61376JlqNBmSIJ7sLH5U1DYw/4QqWr9+Czqql0JEJQE77d4sly4hKo6JmZSMaWcWKqq1Uehq464OnKWuuSbXT5vOjMahJxpOoZAlfL04hgaC/CIUjIKlQS3K33yuNWuKVK3L5toi5GhZo9r2KQCAQCAQCgUAgEAgGk9qGZoyuzpnDq6q3c+qYWanHsiyzfN0WMs50UmjPwDHFyBmL5gDgsFlSroC61hasOWYMKh1Z1rTU9l0dH2lGK2kRC9VlTeQdncmiommpgayBYuGcqdzynQu47ltnDOh+hhtdo2q+WTS4qbUNc44S0/HXxd/Hlm6hcXorj//nHaZP7Jypn+FydCssH03ECNsjZI9VHCHT+1DfY7BItzqA/q/v0RWn3YrNaibsjRIxxIkl4mjVPYdSLn3xXkLxKB9c88d+Fe/i8TgazcEN3YTCEWxa60ELH1aLiU9e/CuPvPImM4rHdItxUqlU/PLCy/he8EzcJjteXyBV4+PdZV9T/kkNVRMUwfaT7/5ZibpSSWh6eS2/SSTU+fnsqCkCijhVUpBDsCVEo9VDPJk44NfeoNcRCIb53X+exT3WgbPYykPLXud7c/f/O6m74+PgXvP+wmQ0dKuJYzMo8XM5GW7CbVGMTuW9dO7FOaXTatodH92jrj76cg2btu9WhFYJ8h0ZgCKqtgQC2HIVt0fSnyTSFGO9tItvvXhvan83zD4TUKKucswZxCMJDEadcHwIBpRQWHF8qKUDEzgFhwfC8SEQCAQCgUAgEAgEQ5zahpZUFAlAY5fIneagl5c++YiGRCtqg5qFpVN57ZF7uOai04B24aPd8aEza7BkGxntyus2Qz7D5SARSVK9vIEfzDmbUUV5tJX72fZcObcvumTAj0+j0fDH26+ntGhgI7WGG4rjo93N4fGwfVcV72xYzqe719PU1oYzx0qG2cH0saMZ6c5lzvQJ/PPeH3cbSNdoNJx6zOzU4yycSE4J+0gLbpOdwvZBzKGI3aAMqGaYHQO2D0mSKM7LwtsYQEamMdDW63odUWOVnoZ+23dZeTXW8afw8DOvHVQ7oXAUlUZ10FFXACOL87jv5ms574T5vS53m+yAIpJoUeo1aAxqLNmdUUfxZIJYPA4q0Kj2PSwlJ+WUK6Gr4wOgpDCX1jo/CTlJg99zIIek7EMGR7EVebKKsWcX4x7jZOnOVQfUliJ8qFBzcMXk+5PeHB8AOZkuIu11Uowa3V5rkmi1GkjKPYqbe/1KEXOTS3lvCuzpAEyfOIpgY6droygtk+qtjd22rWrrPF/afAH0Zi3xcAJVUiVqfAgGlFAkApIatUizGtYI4UMgEAgEAoFAIBAIhjg1DU1YXZ0FojuEj9fe+5wLHr2Tv299jezpymDTcSOmdNvWbDKiklQkYkkcRVZUahWzirtHVxkMymBXwxctHF8yldEjlOKe+dZ01ENk4E7QE7PJgJyEZDzJW59+xTE/uJF7lj3H7e8+hnqsBo1NTZEza5/t/Odvv+Hbk46n7r0mvnx7A5IkIekkpueOHPDIqoPB3j5rvb8Lm3+TEQU5NNcpgkdvdT5+/9Bzqb93ttT2237f+/RrwpEov3jqMW549W9UtTXue6NeCEeiSGoJg0a775X7CUmSSLcpIojerMVRaEkta/B7iMXiIIFG1Tc3i9Setd8hrHRQUphDqCUMQLmn7oD6GgyFafF4KZjb6WxT61Q0hbxE91DIe6/ttTs+dKpD93rvC5PRgJyQUzU9OoSP7AwXYY8ifPTmZOqKTqtFjkMg2t1d1tDkAeCYMychITEuswiAn113MZ5yf2q9KcWl+GoCqcdmSU95u1AYi8UJhSNoDBqlbktCEo4PwYCi1PhQdavvIRh+iLdXIBAIBAKBQCAQCIY4tQ3N2DPMShxVErbWVAFw9vW/JKZXZvG6RzsodeX0GOjuqPORiCRS8SsTMot77KNi2YuUf/4CAKPahY8OAUQwNDEZ22t4RJPYcs2MPCWfWLA9smy8HdRSnx0b3z36NB688Saq1jXSuEmpZbGwZMqA9Lu/yGufWV6SljOg+ynOzybcPit+R21Vj+U/+93Dqb///MJ/WHzpj/tlv2s3l+Ee62DsOcWsq9/Jc2s/OKB2QuEIqMGgObSFtrPcaSQiCSSthL2L8FHtbSIWT4C07+LmoAygWxNGipyZXDPjlG7LRo/Ix1+nDJBvO8AaK5U1yuC7ObNTXJZUEjIyNd6m/W6vw/Gh70OM16HC3P5dEW+Pu7K1u6WUqCtFyIjEY71v3I5WoyYZTtIc7O56amhuxZJlpFntY2HJFPLbz0t3moOHf/Kj1HrzJ0/GV6O8V76qAIG6MLW+ZiLxWMo1ImlRalLFwS9qfAgGEKXGhxqNKGA+rOmT8BEOhznrrLMYNWoUkydP5oQTTmDHjh0ANDQ0cNJJJzFy5EgmTJjAJ598ssd23njjDcaMGcPIkSM555xz8Hq9/XMUAoFAIBAIBAKBQDCMkGWZnJnncs3Pfk8kEqW51YvarCYRSBDyhFm9Yzv/eO4VRizK7bbdTXPO6bW9rgXOAfJs7h7r5OdkkOZQinlOGKUII+NGFvXTEQkGAlV7TJDWpEFr0oAksfHFnez+uLNg8FF5fa/RccKxR/H9b5/Flld2c3x4MrMLxvd7n/uTUlcuz110+4ALNMX5WUS8ivDxxJtLel2nQ3Da5anjvU+/xusL9LpeX2lt87FiyxZKT1LELFVM4r0dq/Y7/keWZcLRCKiUKKNDSVZ6GrFwAo1BnYpBAqjyNJJMJtujrvYtfPzu1mt57drf8sR5PyPzG/Vczjt5PtqIBjkps7Wh8oD6WVnbgMGhQ6Pv2ZfyA4guU4qbq9Grh0Z9DwBju6svHk6gQsLcXnQ9OyONiFf57O7L3aLTaUkEk3gjQSLt0W4ADc0ebPmKsHXamKO7bXP2gmNTf8+dOoFYMI52ORQ3ZVK5o4GkLFPV1kibL4CklpBVEA/HkaNJool4t/0IBP1JKBwBlQq1sAQMa/r89n73u99l69atrF27ljPPPJNrrrkGgFtvvZWjjz6a7du38+9//5tLLrmEWKynSuz3+7n66qt55ZVX2L59Ozk5Odx11139dyQCgUAgEAgEAoFAMEyoqW+itqGZR194i9qGZiSVRFIjo4pKRHwxdFYtDy9/g+ypioCx7Y1yrhl/MpOzS3ptr2udD7Wk2msBW4AZk8fw34fu5IbLzu7fAxMMCIH2HP225V5ev/8eGjd5SCZkspNp+y1e3Hfrtdz5o6u46rxT9r3yECDX5u5Wr2YgGFGQQ6AxTDIhEzb2PiteahehzOnKgPKnK9Yd8P68vgCZR51NnboVrVFDeEOUhq9bCMejbG4o36+2IpEoKq0yoK8/hFFXALlZbuLhBFqzFp1Vm4o5qvA0pKKrNOq+RempVapeY9fsNgu3fvcSgs1hvijfxO7W+v3uZ2VNI+ZMpWh6RxRUBxWe/W+vw/FhPMQOm72h1WrQajWE26I49ZbUa5mT6SbZfswyey/yrNNqiAcUcaQ52DmRuaG5FWeW8pvS4cLqyjMX3saT59+KO83BS//4NX/5yQ84e9GxBJqU763dnnravAE0BuWzIEdlElGlT6LOh2CgCIWjIKnRCsfHsKZPVwcGg4FTTjkl9cV49NFHs3v3bgBefPFFrrvuOgBmzJhBTk4OH3/8cY823n77baZOncqYMWMAuP7663nuued6rCcQCAQCgUAgEAgERzprNikO+zFnF/H4siXobVqQQJ/UEfHG0Bo1WEcqUSXShiRXzDmRy+Yu3mN7Trs1NZCUZrKh3kdBYUmSOOekedis5r2uJxgabHllN5PaCvn3zT9l/tFTWP3SP7l59Dn8+/L9j1wyGQ388sbLyM8ZukXNDzVFeVkkY0n8tQFilgSJZPfB8XSXA7VOOaf0Nh1I8M6XKwjFIr01t0cef+ltlny8nJ0VNcRicTImutDKamZljaG+sgWApmDvxdX3RDgSRa1V+tYfxc33h3GlhcTDcQx2HZIk0VbhR4VEtbcRqb2icH8U/77pynPRhtQkpCSXvfS7/R4sr6xtwNIufHir/N2WVRyQ4yOMWqfCdIhf731hMujZ/lYFN07qFLQz3U5ayrx4dvv44ynX7nX7rPS0VK2bxkDn57Ch2YPFbUKn1pButvfYLt+eTpFTqZ9y3ikLmDB6BDMnjyHsUc6PBr8Hr79T+JASUqoQu6jzIRgolBofarSiuvmw5oCmRfzlL3/hzDPPpLm5mVgsRlZWZ4ZsUVERFRUVPbapqKigsLCw23q1tbXE4/tfKEogEAgEAoFAIBAIhjNrNu1AY1STPtbJB21rsRcoMSJWjER9SvSHSqNi90c13PWtq/jdrXsfsOoadeU22Qa284JDTrAxzE3nncdRk5SJhmNKCzl34TxMRuMg92x4MLa0kBsuPxtPuZ+kSmZ7c/c6H2azIeVgkFQSo88oZK17F+f95df8921lYmgkEuV3/3gGn7/3gdznX3ufK39yH+fc8Esq6uoxOHRYMo0sHn0Ux0yfQMSnOE2aAvsXGR6KRFG1Cx+H2oEwflRxagAbINQawYCOWm8rqvbBxr7U+NgXOp2WeTkTU4+/WYNibwSCIZ57830yJriQElKqBkUHByR8tBc3N+kM+175EGIyGogF4uQ5Ol0ZNouZZCzJ+md3MDNvzF63P3HeTPytiqjU1NXx0dSKzq4l2+rqs/sqw+0k6lfGA1tCXtp8gVTUmCqhIhZUlvlEnQ/BAKHU+FAJ4WOYs9+Vlu655x527NjB+++/Tyg0MF9A999/P/fff3/qsdfrZckSJUfTbrdz9NFH8+WXX9LWpvyYlZSUUFBQwIcffpjaZtasWQSDQdavXw+AVqtl4cKFrF27lrq6OgBycnKYOHEi77//fkqAmTRpEgaDgeXLl6faWrhwIbt27WLXrl0AOBwOZs2axbJly/D5fACMHDmyh9tl9uzZeL1eNm7cCIBer2fBggWsWbOG+nrFLpmXl8f48eNZunQpiYRyQTBlyhS0Wi0rVqxItbVo0SJ27NiRctqkpaUxY8YMPv/8c/x+ZUbCqFGjyMrK6lZnZc6cObS2trJ582ZAce/Mnz+fVatW0djYCEB+fj7jxo3j3XffRZYVa+PUqVNRqVSsXLky1dbixYvZsmVLSthyu91Mnz6dTz/9lGBQuTgYM2YMbrebzz77LLXdMcccQ1NTE1u2bAHAZDJx7LHHsnLlSpqalEJhBQUFjBkzhnfffTe13fTp00kmk6xevRpQZp0tXryYTZs2UVmpZHemp6czbdo0Pv74Y8LhMABjx47F6XSybNmyVFvz5s2jrq6Obdu2AWCxWJg7dy4rVqygpUWZOVNUVERpaSlLly5NbTdjxgxisRhr1qwBQK1Ws2jRIjZu3EhVlXKxm5mZyZQpU/joo4+IRJQZC+PHj8dms/HFF1+k2po/fz41NTVs374dAKvVypw5c/jqq6/weDwAFBcXU1xczAcfdBatmzlzJuFwmHXrFKu0RqPh+OOPZ/369dTUKNm9WVlZTJ48mQ8++CAVNTdx4kRMJhNfffVVqq3jjjuOiooKysrKAHE+ifNJnE/ifBLnkzifxPnUgTifFMT5NHTOpzWbdqCzdMbSFM/PxaDRIdVFCDYpfZBkyIjaaa2vYMkS5TO/p/MpGg6S1Ciz1NUJiEaj4nwaZueTxaihoaFBnE8D9Pt08qxRPP3JUpgLb331MeVaxRFTUlJCIBamKxnj0wBoiHs473u/4v3H7uCDVTu5++9P89mXX/ODb53U43z68d0PY8kyMvWqMTy29k3FOQIUO7OINweI+pV+bty1Daad0OfzaelHn6UcH3qN9pCeT2PGT8RfF8Q92gFA2BNFFZOobul0fHjblAH0gz2forVtlG2uomRxHu9+8gGFBhfQ+/k0Zep0br3nb6Q7zDy3/EvsJ9gx2HWYy6VuQg3AzqYa3nnnHVQqVZ/Pp5ZAG7jA39rGkiVLhsz5pGuPPPvqyy9orM1lzpw5hHxNnDB7IgtmjmPbtm17PZ9sujjRdgFu/Y4txHc0EIsn8Pj8YAB9lNTY3b7OJ1mWSba/1lvLd/LWmx+hMShDlBpZwtviw4mTj7/4nILj0sTvE4f379NQvN7bvqMMDBNJJqKpz+3h+vsER/b9096Q5I4zoQ/88Y9/5Pnnn2fp0qU4HA4AzGYzZWVlKdfHzJkzueeee3rs+KWXXuLRRx/lnXfeAWDTpk0sXrw49WW9N/Ly8vq0nkAgEAgEAoFAIBAMB0YvvJRGPEy4qDT13CmjZ7HjrQoeffEt5i+awpsP/g5zH2cU/+Se/+PN5uW4Rzs4bsRkfrPoigHqueBQ85fH/kNZRQ1//fWNg92VYY9jzmlMumIkVx91MpdP64yWsx51MlO/O4aIN5oSLACS8SSf/34t8u6POO97d/Dftz/hzBPm8sq/7u7WbjgcwTzuZKZdOwajU49GVrPh1R2MOauY3yy6nEJNBiXzLuHYn0/l2OKJ3L34qj73eeO2Xcy56gYmXzaKG44+kwsmLTjo12F/sM4+halXjgZgxf9tYt63phC0RtjxdAUjLy3k/Anz+MGcg68l9L93PuXav/4p9ZodN2LKHtf979sfc973foXBoWPa1WPQ63RcNGUBuz6u4fEvljDy5AIAEtEEap2a/337N7j2wyl36S/vpjy/iYvHH8f35p5xsIfWb0w+6WrWbSmjYeUrpLsc+729LMsUHn8hRRflcsHEBdww+0xq6psYsfgSZn5//H6/l7mzzmPEZXlk69N4/cHPmPStkehtOgJfBolGYzjn2bltwSWcNGrGfvdVINgXV//09zzmm8vEkmzW/XjEYHdHcBDsTTfoc9TV/fffz3PPPcd7772XEj0Azj//fB566CEAVqxYQXV1NfPnz++x/UknncSqVatSquA//vEPLrroov05DoFAIBAIBAKBQCA4Imhubevm+DCrDHxnxil4/UGQwS6b+yx6gBJ11VGDYCgV3BUcPDdddZ4QPQ4RuvbQjK41JCKRKElJmU8abO50fiRiSVQaFTqrch4Hgsoys6ln/Ni2XVXonVqMTuXclGKgNSvbOY1WcjIU94IqJtEU6HuMUzKZ5I33v0ClGZwaHwD+us7oKLOkx9scQJIk5syfAIBWvd9BJL3iTrOn4pE8If9e121qUV7D/KMyUevV3H3ylXx31mnotdpUoW8Af73yPu9v3FUgqcwUz7Kn7dd2A43JqHy+DPoD+xxIkkS2XfksNgXbuO//nuXPj76EJUv5TOf2Uth8b2S4HMRDCRoDbYw8uSAlGuolDSGf8hqKGh+CgSIWj4OkQqc5oCoQgsOEPr27VVVV3HLLLXg8Ho477jimTJnCrFmzALjvvvtYtmwZI0eO5IorruDpp59Gq1V+oO+4446UKGK1WnnkkUc466yzKC0tpaqqil/+8pcDdFgCgUAgEAgEAoFAcPjiC4RwZSlFYje+WMZDp/4Ql8nG+acsAODy807cr/YU4UOJORlqufMCweGCTqWMdfi71B3wBYKpcyvY1Cl8tOxQBtdLT8pne2M1LR4fklqixeAjnuwep7R5RznOYmvqcUxKYLIr56nLaMVg0ONOs5MIJbvVVtgXz732Prfe98+U6GnQHHrhY9l/HmSybgSLSqeRl5lOTYUShxPOVUSKowvG9ct+3Gl2ogGlzdZ9CB8tHiWC5dgTJmPQ6JjRXttCp9OSiHYRPtpFm/0VPkJyu/Bhde7XdgONyah8pg5U+ADISHMQC8Ypb6rn1vv+yQNP/oeiY3LQSGqOLZqwf225nIS9EaJSDFuGOfW8Qa0j4FXOpf0tVC8Q9JVoNAYqUeNjuNMnaT0vL489JWJlZmZ2y23ryp133tnt8RlnnMEZZwwdm59AIBAIBAKBQCAQDDWi0RjRaAx3tgMZyNKnUZidCcD5py6gftb/yHDv34Ca22mnfm0ztlwzC0ZMHoBeCwTDH6NGhyzLBLoIH15/MCUshFoiqedbdnhJH+vENdLOr957nB3l1eTNyiBQEuWxr9/huzNPTa27aXs5jiIrclLGs9uHo9iKPV0ZCE5rj1jKy0on3BahxeElkUyiVu17HusXqzZiyTIy7jwlxmUwhI/Z08cze/p4ANa9tJ3PqjcA4FOHGJ9ZxOSs/omYcTlsnY6PcE/hIxSOcOqVt+JOsyMhgQSV/kZGZ+SjaS+wrtNqSHR1fNR2OD7q96svUUnph9vsOJBDGTCsZiNarQaN5sALyme4nFS2NlNjbkJr1jDz+vGotCpOHzub9P083gy3gwpvI9Y8c7fnjZIef5siOvmiwvEhGBhi8QRo1UL4GOb0j6dQIBAIBAKBQCAQCAT9QiDUHonjMOBPhrnm7FO6Ld9f0QPgrMXH0OLxcuHZC0mz9D2rXiAQdGIyGJBjcnfHRxfhIx7qdHL4qgOpv2v8LbR4vGRkKNFHb279ku/MOAVJknj8pbe5869PcPTNEzHHDdR5mpAkGyaXAZ1ai0mrxBPlZrnZ3lyDscCAJ+zvU82JVRu2UzgvO/V4MKKuulJSkMsHW9ekHi8unY4k9c+gY5rDmhI+2noRPlZv3M6HX6xOPTalGwgnoozLKEw9p9Voujk+Yl6lvaZg3+PFbr7z71S0NJBd6CbdbN/v4xhIfnnjZVx8xvEH9ZpnuBxEaqOEcqPYCyyotCpm5I3m+7PPPIC2nETLY6nHP19wMUfljuKmDX8j2B515ReOD8EAEY3FQC+Ej+GOCDITCAQCgUAgEAgEgiGEz6/McE3qZDKsDm6+5oKDblOv1/G9S88SoodAcBCYjHoSkWS3wdiuUVeJaIKqrxpYXDCdy085EdpXS5JEb9NiSleihlpDfrY1KYVYH33xLYwuPVqjhgy1g1i7eCJZJNJM1tQgdW5mOqE2ZTC4LwPx8XicNZt2kEx0pncMhuOjKyWFOUT9nQPd03JH9lvbGo0Gp80Ksd6jrjZs3QWA1qQhc1IaziIlWmxsekFqHd03anzYDCbkmExbuO+ugwce+w86ixY5IWM3mPe9wSFk+sTRXHj6woNqI8PlJOxRPofu0Q4AvjPjFHQHUKslPc1OrD2eDOCYwgmkmx1kZ7hIxpKoJZWo8SEYMGKxOEhqNCohfAxnhPAhEAgEAoFAIBAIBEMIf1AZLY2rE7iH2IxhgeBIxmQ0EI8k8Ec7a3n4/KGU4yMRS7Lr/Wqum3ka//fbH3HXrMvZ+lo5AM4RNkxuQypKqUP4qKxpYPyMYgByjK6Ua0FWKfU9OsjLTk/VsGgLdbpJvoksyzz8zGt8sGw1oXAEY5o+tUyv1h70a3AwlBbldhM+CuwZ/dq+y2kjEUr0GnW1cdtuDE4dR/9wIqNOK6Rwfo7SJ1dOah2dTkMi2unasZvMJMJJvJE9v969obdqiQcT/eZmGUpkuB2EPVFAET7UkopiZ/Y+tuodp12JdwMoScvBqjcBSqwbKLU++qvGRyKR4DcPPE55VV2/tCc4/InG4qASwsdwRwgfAoFAIBAIBAKBQDCE8AeUgZ6YFMfZZeBTIBAMLkaDjlgo3tPxoW0XPiLKoLndagEgPycDb7UyCJ89zY0kSdSvbQagrKWGRCJBdX0T9jxl/WJrZkr4gM76HgD52enEgopo0BLy7bGPG7bu4rrb7+eaW/8AEhidetoq/RxjGs8od95BvwYHQ0lBTur45hSM73dhwO20Ew3G8HxDGPrkq7W8/v4yRszPTT2n1qnQqTVkW12p53RabbcaH06LlWgwhnc/HB8AOquWoCe87xUPQxTHhyJ8SGqJAkcmes2BCWo6rZb69S1IdXDfSd9JPZ+b5QZAK6tTNT6SySTfu/1+lny8/ID29cR/l/DrBx7nkpt+e0DbC4YfsXgcJBXaAy95IzgMEMKHQCAQCAQCgUAgEAwhfIEgar0aWQLHEItKEQiOZExGA9FgDH80hCwrM9W7RV21D5prtUrsT2FuJiZZcYlYspTZ7E1bPehVWspaaqlvaiUeT6B2qHGZbOTY3d3qhKR1ET6L8rJSsUC9RTl1sLOiBlCcJAaHDpVGxai0XH51/mWD7kDIy05Hr9OSeDfG3Yuv6vf2XU4bIW+EtnCAeFJ5HROJBPMvvIlqTxNpY+wkm5KEWhRRosCR0a1IvE7bvcaHy2ol7I/22fERjyvvj9ao6SZgDScyXI5U1BXA6PQDF9O+ddYifnP9lbxy051kWByp5zuED3VCRXNQEfl2Vdby0DOv8cgLb7Jy/VaOPf8HrN6wvU/7icfjrN+yE1CK3AsEAJGocHwcCYji5gKBQCAQCAQCgUAwhPAHQmhNykCqTQgfAsGQwWTQk4gkSMhJwvEoRq2+W3HzqaNHUratOrW+Wq3mhGOms7mhCnu+4urw1waxykZ2ttRSUV0PQEwbp9CRid1qJhbqHDCfkFmU+rsoLys1mO7Zi+OjvL1NAJNbqSly+cknodcPbn0PUF6PJ++/jZxMVzfBob9wO+1s9lQiI9Mc9JJpcdLc6lWWjXEgqSRsbUZ2RtswphkocmZ1275rjQ8VEulOBxv9FYTjMSLx2D6dDZFoDCSQVBLJuLzXdQ9XMtxOIt4osVAcm8XEpVNPOOC2dDotP//+t3o83xF1RQh8BPFFQuysqAVgxdotHHX6tQC88dkXTJ2w9zox4XAE45gTU48L8zIPuL+C4UUsroijQvgY3gjHh0AgEAgEAoFAIBAMIXyBIFqjMkdNOD4EgqFDR40PAH9UibvyBUKo2qOu3vn3H6j7+n/dtpkxeQyBBmXdXItLcRT4wRcJsrmqAq1ZQ1xKkm9PV4SPLk6BWQVjU3/nZaeTCCuD8nuLutrdpYZB1lhl5nxXAWWwueC04zhmxqQBaTs7w0XEq8Qw1ftbAWhoVv4fO6cIvVpLpuTAX6e8H0WO7sKHVttZpF4raXA57Skhqi+uj0g0hkqjfBbSHcOzPpPbaUdOwsp/buaVS+8k357e7/vIzlDixyLtkVo1vibKyhVBsUPYSxtp5z3ValbX7NhrW5W1jam/TekGWqcE+bpqa7/3WXD4EWkXPkTU1fBGCB8CgaDPJJPJlKVbIBAIBAKBQDAw+AMhNO3Ch10IHwLBkMFk1BMPtwsfkQ7hI4hGr4ycGbU9XRWXnXMi1qQRgInZxeh0Wvy1St2C9fW7MLkUV0a+IwO71Uy8i+PDYbCk/tZoNOS4XCRjSTbs2sUfP32J6155oMf9WXl1PSqNROnJ+bgm2Cl2ZvdwNgxXCnIyiXiVOigdwkd9UytqnYqoOc7M/DGY9QZay7zIMZmj8kZ1216nVRwdiVgSraTG5bSlosf6UucjHImi0iizx08/bna/HddQQqvVMKIgh5Nmz8So0w/IPnQ6LRluJ95GRWyq8TZT1h7hZkzTI6klcmcqgsvOltq9tlVd1yl85ByVTlIts6WpckD6LTi8iCWU707h+BjeCOFDIBD0GdeUMzjtqp8PdjcEAoFAIBAIhjX+YAitSRE+bHohfAgEQwWT0dApfESVOhE+fxCNQY1Ro0Oj6jl1ON3l4JU//Ba1pGJWwThKCnKo3NgAwK5gHcY0ZfA4356O3WYhEU3S8HkLD531wx5tFeVlEQ3EqI4389rmZWxqKKftG06E8uo6nCNsZE9V3B7HjZjcb8c/1CnIzSDc1u748LXyzkdf8dxr72NwKK/xSFcuep2WQEOI4NtBxmUUdtte116bJRFNolNpcTlsKcfHN1/n3ujq+BgoUWAoUPbJs7z6r7sHdB+5mW4aKhXxqtrbRFl5DXqblqOuG8fUq0bjKFTq3+zN/QRQXd8EgEqrIn2cE4C2cN9qtgiGN5H2WDuNGBkf1oi3VyAQ7JPWNh/rt+zE4/Xz1odfDnZ3BAKBQCAQCIY1Pn8IrVEZQBWOD4Fg6NBR4wO6Rl0pwodVb9rjdoWOTN68/G4WjphCaVEuZduqKXRk0qL2YXYrbpB8ezo2i9KGtdXQY1AeIJ5IEA10L5r91Nvvdnu8u6oOS7bSTmbEwYWTFhzYwR6GFOZmpqKu6vwtnHzFz3j0hbcwOBUnTo7NRX52BtCljkQXdDrF8VHxaS2z08Z9w/Gx78FyxfGhDLPp9lEP5HBHkgZ2lnxedjqVOxWBsNbbzM6KGixZyufanG5MrdcS9O61nZr6ZgBmnTQu5czqi3tHMPyJtjs+tGrh+BjOCOFDIBDsk6NOv5ZJJ10FQFqpjV37sJMKBAKBQCAQCA4cf1BEXQkEQ5Fea3z4Q2iNGqx64942xaQzIEkSpYW5xGJxmrZ5kHWQPdWNTq0hy5qGWq1myrhS5k6f0Gsbs6aM45vjzX96+sXU3/5AkOZWLyPG50ASfrbgQoza4es8+CYFOZnEAnGkJNT7PannOxwf2VYX1196Fnf/5Boe+8NPe2zf4fho2NDKZEcxLkdnjY+2PgyWR7pEXenVw1v4GGhyM92EfVEMGh3V7VFXlsxOcTHaGkNOyPt2fLRHXY0+tpBkLImclGkL+we074LDg1iiw/EhhI/hjBA+BALBPtnZnqdpzjQy/oISfvjaP2jziosFgWBvBENhnnv1fVEXRyAQCAT7jT/QGXUlhA+BYOiwxxofBs1eHR9dOXrqOADee3I5weYwklbie7NOT8VkrX7rER741Q963fbOH11Jer4DgNpVSoRP5mwX/1n7MQAbtu4CQGVXMTojj6MmjjmAozx8sVnN2K1m5DB8VbkZg0NxenT8n2NzodVquO3738bl7Fl8XKvRdP6t1eBOs6dqrvSluHk3x4das4+1BXsjN0uJakvTWanyNOIPhCgZl6sslCG6PUoynNyn46O6vgmDQ0+Zp4ZwZQQ5IouoKwEAsbiIujoSEG+vQCDoM0ULcgBojfpZdOOPuf+dl3hv89f8aunjfFC2WgzwCgRdeOzFt7jkprv4bMX6we6KQCAQCA6QphYPVbUNh3y/vkAQrVGDSpKw6PY+i1wgEBw6utb4CHTU+AgEUetVfRY+LjjtONa89QiJaJJ1T2/nBOM0zp0wr0/bmk1GfrHw2+ToXJR/qrjw9TYdf/3qFZJykpUbtmFw6IhKcUa58w/gCA9/CnIz8dQpLoDxF5YAiuNDr9aSZrTudduOqCtQCp27nDZi7VFXfXJ8RGMpx8dwj7oaaDqiyMwYaAy2Iakk9Glasq0uPvrOnzC36Yn6431wfDSRN7o91qxZJhFJ0hYRUVcCaC/xIaKuhjlC+BAIBHtFlmXUahUqrQpnceeFonGOkVcqlnHXp8/w4c61/Pr9J1lXt3MQeyoQHBqaW9v4avUm4vH4XtfbvqsagIbm1kPRLYFAIBD0M488/wY5s85jzPGX8cmatTR0iU0ZaPzBEDqzBqvOhFolbtkEgqFC1xofvvaoK384hKSSsO6HSDl5XCkAsUCcU6bM3K8+zCuexI+mnEvsG7U+qtuaWLFhK4Xzs9vXm7hf7Q4XCnMz2fpGOaCIQunjHKSV2Mi0OvdZl6Ij6gpAq1Fjs5hSjg9fHwbLw5EoKrVwfPQHue3ChzqqQkbG6NITkCKUunJQqVQ47VZC3jAtQR9JObnHdmrqm3AXOQDQhTTEg3Hh+BAAEGuv8SGiroY34ipaIBDsFX8gRCKR5OTTZyF94wehcXMrdWua8G9WLgJb9zHbQiAYDtz4679x9NnXs+C2H/HY1+/scb3dVXUAeEQsnEAgEByWvPnBl8RicbQZWn6x/HF+vuSRQ7ZvrzGELd8iYq4EgiFGtxof7VFXwXgEAMs+anx8ky9efpAff/dCprSLIPtDUV4WALFgp/jxy3cep6ywjozxaYxJL2Bm3pEVc9XBT6+9mKg/Rv36FtRaFWPOKgag2Jm1z2112i6OD50WjUaDVtJAkj4NlndzfIgaHwdFR9RV3Kd8xjMnuZCRGZ9RCIDTZiXii5GQk3ssVr5tZ6USdZWpx6Y3YZR1RAIx/JEQ8WTi0ByIYEgiyzKJZIfwMcidEQwo4u0VCAR7pcWjZGbacpUb76atntSy8k9quXL8SZSvV2zWoXj0kPdPIDjU7NhdjaSWUJWqeXzVkj2ut7uqDvdYB8+0fUhTsO0Q9lAgEAgE/UFDs4es9DQmnzkSgO3N1SSSe55V2l88sWwJyfaJ2iWu7AHfn0Ag6Dvdany0Oz5CSeUeqK9RVx0cPW08f7jte6jV6v3uR7rLgcloYPVjW9j4UhkAO721RAJR9HUafj7/on26G4Yrx86cxBXnndRNFNLJGn4w++x9btvd8aH8bbWYICaLGh+HmNxMRfgINCvnWc505fGsgrEApDmsRAMxAJpDvdf5+NYPf4ukkcAKYzMKMBuNRAJRZOSUcCk4MonF4iAp370i6mp4I4QPgUCwV1rbFBdHzKRc4Ddt7ozteekPv+aoSaNJRJVBgFBMCB+C4U9Dcyv2/M4ZuOFeBD9ZltldXYejyEqcBNubqg5lFwUCgUDQDzQ0t5KR5SRp7qxh9sP7/sZTL787IPt77tX3mXjilfz941eJBmI4Nhq5Y+FlA7IvgUBwYFhMRpBBLasIRMPIskxMVgbYD2U9HkmSKMrLIuKN0bK9c9B31/+q+f0536U47cgWTW0WcyqiCuDcyceSYXHsc7vuNT4U4cJiMpKI7NlV0BXF8dEhfAjHx8Fgs5qxmI001yqfb5VGRbrZzgin8tl22q1E/e3CR6Cn8FFeVcfX67Zy4hWzSMhJjhsxBbPRQKR9G4+IuzqiicXjoFKEDxF1NbwRwodAINgrrW1KTE9QEyHPns4Jk49KLTt14WxMRj2J9qpQ4VhkUPooEBwqZFmmvqkVR5Et9Vxvme8erx+vL4DJpQegxttyqLooEAgEgn6iodmDu8gOQLBZKWL89JL3uOxH9wzI/p559T22lFdgdOmZmlXKK3/+rajvIRAMMcwmRdxQyyr80RCBYAi1XjlP99fxcbCMHpGPyWgAYPW/tzKxtZDPn/k7UyeMPKT9GIrYrKZujo80k20va3ei1XS6b7TtwofVbCIeTtDWi+PjwSf/h3X8ybS1R9sqjo+O4ubC8XEwSJJEbqabD95fmXpu8cijUk4mp91K2KNMQKvxNffY/sMvViOpJfxpYUa6cjlp1AxMRgOxdkHMGwlQ19DME//Zc3SxYPgSjcVBUr67RdTV8Ea8vQKBYK+0ehXHR0iOkGN18cTdP2diZjE/nHsuACaDgWS78CGirgTDHX8gRCgcwV5gST1X5+8pauyuVOp7GNOUm9HaXi7GBQKBQDB0CYcjeH0BjFnK93jDeuW73ugyMPWq0Tzw0X/6fZ9l5TWMmaZklx8/cRoqIXoIBEMOi1kRPlQJCX8khC8QQmNQBsutesMh7csDd9zAh8/9GQB/bZA7v3slo0bkH9I+DFVsFvM3hA9rn7brWuOjI+rKYjYSC8bxRYI9imjfcMdf8AdCfLJ8HQCRaGfUlV44Pg6an1x7ESPycwhvC3O0fSzfmXFKapnTbiHcqky8rGprAiApJ1O1Oz74YjXGND0JkhxdMA6VpMJsMqQ+Fw3eVuae9wN+9doTXPDUnUTisUN8dILBRERdHTkICVogEOyVFo8XjUFNnCQZFgcalZoHz7wxtdxo0JGIKhcXIupKMNypb1IGviyZnVEG9b7WHuvtrqpDrVOhsyg3PDVeIXwIBALB4URjS3ttJhtoUNG01UPRghxcI+1Ysky8vO1zTho/kzHpBf2yv2Qyya7KWo6ZPZkoCca1F28VCARDC0u744O4UuPD5w+mhA+L7tA6PgpyMynIzWRsaSF1jS24nPZDuv+hjM3yDceHsY+Ojy41PnQpx4eRVn8Ai2wiEA13c/akOWy0eLxsKavg9EVzujs+hPBx0Fx94alcfeGpvS7Lz84g3BZFQqLa28grSz7l5ZrPCemjPH/RL1i2cgOlE/IAGNFe2N5k0BPxKmMWf3zqRfy2MKOPKaQu1EqNt+mIj4g7kojGYiLq6ghBCB8CgWCvtLb50dt0AKSbe15Mm4yGzqiruIi6Egxv6ptaMTh0qLQqWnd6cY6wUefvXfgwpulTj3uzXwsEAoFg6NLQrHy3R3QxMoxOQi0RkgkZ54jOwbMl277uN+Gjpr6JSDSGIV1HQopQ6srtl3YFAkH/YjIq13dyTMYfDeMLBNEY2gfID3HUVQdr3nqEZDK57xWPIOxWcyrSCMDVR8eHJElotRpisXhKBLGYjYR8yn1uWzjQ7X0uKcyhxeNl1YZtwDdqfIioqwFl3MgikEETVbG+Yhd/f+xlpl45GmJQ42lid1Udxy88ihCxlKBhMhoINirRlVXRJkac0PlbW+dv5V+PvEFFTT02hxldoY7rTz+TUe68wTg8wQATiydSUVda9T5WFhzWCP+0QCDYK61tPnRWZbZKutnRY7nJqBfFzQVHDPVNrZgzlJl+LTuUInr1vl6irqrqUjFXsixT621GluUe6wkEAoFgaNLQ5EFjVBOR4hTaM0GGQEOo2zpt/VgYtay8BgDJqCLD4kCnFgNmAsFQRK1WYzToSUSSRBMxWry+LlFXh664eVd0Oi0Gg37fKx5B2KzfiLoy9k34gE6nh65rjY9UXYjeC5yv2rGdHc3VhCNRJLVwfBwK0l0O3Gl2Im0xvIkgOdPdqWWrd+8gkUiiT9OhUanJt6cDYDYZiIcTRHxR0kpsaI0aalcpMVl1vhbu/cczPPPKUr5Ub2VVbAcPL39jUI5NMPBEo8LxcaQghA+BQLBXWtt86G3KRVuGxdFjucloQE7IIENY1PgQDHPqGzuFD2+VH01SvUfHhzVbmQ0WqY8SikdpDnkPaV8FAoFAcOA0NHd+34/JUGZ71q/r4t5LgC/a+wDYgVBWoQgfEVWMTIuz39oVCAT9T8fgKUCzz9sl6mpwhA9BT2wWE/FQAjkpo5ZU++XG6ajz0a3GR7vw8U3Bu82nPDZM1/O9V/5CMBrpdHwIAXvAGVdaREutF1SQNrIznWJj5W4AYoYE+fYMtO3vhcmgTEzrcH2oEyqqlzcAUO1RBBB7gSUVa9wUEPdvw5VYvLPGhxA+hjdC+BAIBHulxeNLRV1l9OL4MOiVZVISQjERdSUY3tQ3tWDONCIhEWwKo4pLtIZ8PdbbXVWHu9ABcWjcpAgjG+vL99iup83HWd+5ndUbtg9U1wUCgUCwHzQ0ezCnKwMf43OLAWjcqHyfR1tjyFEZb7gfhY/yGlRaFeFkVAgfAsEQx2IyEgsrhZBbAorwoZZU6DVihv9QwWYxAxALxbFqTUhS3wc2OyKutN0cH4rQ5fuG46PN60dr1mDLtxBJxGiU2lBrlX2J4uYDz7iRhbRWK+KE1qjBX6+8P7uaa1Hr1QTkMCVd6nakouqSihN/cn4JWdY0ZFlmZ6MyASFzUhqgfHY8Yf8hOxbBoSUai4NKRF0dCQjhQyAQ7JWG5lYsacqNf29RVyqVCqNBDwkICceHYJjhDwS5/18vsqW2nFAswprNO7AXWChxZkNSQo7IeL4x80uWZXbX1KF369CFNdRvU6Kw3tu+kjW1Zb1GXt394NO8+t7n3HzX3w/JcQkEAoFgz7y+dBk/vfehlOOjo95GPJzg7yfdQPDzIIlIAl80tLdm9ouy8moM9vaJJkL4EAiGNBazkUhAET5aA0rUlVEtoqaGEjaL4vDw7PIxwV20X9vqtBrUahWq9kHRvTk+vP4g7tGOlLDSovMjqYXj41AxflQRLdvbUo+bt7YhyVAXaE25Nkald9boULe/N/XrlfuziyYdR1FOFvFAgq8btpM+zknR5Gz0EQ2e3T48IR/xZOIQHpHgUBGLxVM1PoTjY3gjvokFAsFe2bSjnJGT8jFrDZh1hl7XMRr0yHHh+BAMH2RZ5vnXPmD1pu08/fVSXpG/QIOadeXbGXfUCOYUjed1x2fEAnFi1gTxZAJNe0aox+snrk+ABqwJI6EW5bz4ZPc6Ptm9jlNHz+Jn8y8CwBsOcP1rf2V3Yy0ARXlZg3PAAoFAIEjx5gdfAJAzzk2OzUWaycq1l5yOLxBiUkEJVq2JaCjeY+bvwbCzspbsAiWfPLOXaFGBQDB0MBsNtAWCWDDTGgqgMWgwa4TwMZSwWRXHx9bXyvn+bWfs17Y6rTYVcwXdHR9da3zEYnFC4QijRhYgyzI2lYmAIdyluLlwfAw055w0jx/86q+px/66IJqYGl8ylIodHunqFD7qmxTnpqZJxWuX3YXDYKG0KJf1KsWZP+asIkJylEyVg53+GmSgNeTrdQKo4PBGcXx0RF0NcmcEA4p4ewUCwR5pavHQ0NSKxqmhwJGxx/VMRj3JWJKwKG4uGCYs/Wwll9x0F394+HlyjlKK4cVJMOJ4ZdbvjLzRuJ12wn5F1Ohqgy6vqiNnensBvYhyE9y4ubMOyJLtX5OUkzzxn3f45X//TYWnAdVYNSqNRDQ70a8DaQKBQCDYf8oqanAX2knqZOYUjgfgoXtu4Zm//AJQZhJHAjH8kVCvLr4D2md5DTmFLgARdSUQDHEsZiPeWmXmf12sBY1BjVnU9xhSWM2dNT0spv17b3RaDTpdp2hhMfXu+PD6lb/t6Rai/hi6sJaEJonGoEYlqVKTogQDR06mm/mzJrP5f7vIMjqJNsRI+pPEdQkyipTf0lHu3NT6J86bAcB9t16Lw2AB4NbvXUK8Jt6t3Qyjg6hfea45KOp8DEeisViqxodWLRwfw5k+CR833ngjRUVFSJLEmjVrAGhubmbKlCmpf6NGjUKj0dDS0tJj+927d6NWq7utX1ZW1q8HIhAI+p9N28sxuQ0k1TKTskfscT2T0UAyliQUF44PwfCgqrYRUIrbmVwGGjYqv20Ghx6r3sT4zCLcaXb8HiXmxBPyI8syjzz/Bk998h7Z09zk6lycOnEWBr2O6dqRrH1qG5lhB/Fkgi0VFVx9++9Z0bIttc+Jl4ykytbMq5uXHfoDFhxxyLLM6g3b+23QViAYTpSV11A8JQeA2QXjeyy3WcyEA1EScpJgP7hdPW0+WjxeHBlWQAgfAsFQx2IyUrO9iXgoQWW0EY1BjcNoHuxuCbqg1WqUOGaUYvT7g+L46BQtrBZjp+OjS22njsLmarOaiDdG2KP8HphcevQi5uqQ8dbj9/HUz37Oi5feQVZaGkFPGEktYc43kWVN61bYfsLoESR2fsBl556Yem5EQQ7/vfnXbH+7IvVcvj2dqF+JsxPCx/BERF0dOfRJ+DjvvPP47LPPKCwsTD3ncrlYs2ZN6t93v/tdTj75ZNLS0nptw2q1dlu/pKSkf45AIBAMGBu37caWr1zET8rai/Bh0BOPJlKOjxfWfcRNbzxIIpk8JP0UCPqbipp6ALKmKLNvKz6tSy1bVDINjUpNepqDtmblhqc15OfjL9dw3R3381lwI/FIgtsWXMLFZy7Cv+ltnrj3VgpMGaxcvhWA02+4jcxJLjR6Na07lYtpW55yrqk4tBdegWD/ZdQLDh+WfLycaad9h3c+Wj7YXREIhhSxWJyKmnpsOWYkJCZkFvZYx2Y1EW+f/evtB5deWYVSUNXoaK/xISI1BIIhjdlkBBladrYhW0ClUeE0Wwe7W4JvYLOY0Om0aDT7J0JotWp02u6ODzkpo0WNN9Lp+GjzBpBUEnFVAikCbQ2KA9zg0KMThc0PGSajgZMWzAIgJ8NNTXmzskAHRY7MHut31G7pSkF2Ji/e+avU41EZeSnhoylwZAgfjc0eLvj+rymvqtv3ysMAEXV15NCnt3fevHnk5eXtdZ1HH32Uq6++ul86JRAIBp9QOMKrX39O7gwl4mqvwofRQDySIByP8frHn/Pgl6+yumYHu1prD1V3BYJ+ZXdVHRqDmszxLsa6C9DGNCmB4sRRRwHgTrMT8Stinyfs573PVuIaZUdv1dG22svEIuWcUavVqNVqZk0Zi69ZGSDzJYLkTHeTjCTZ8upu2io7o7Kiie5W64Hk4y/XYJtwKu9/vhKAePzQ7VswuGzeocxq27h91yD3RCAYWpRX15FIJFFb1WRZneg1uh7r2Cxm4mFl9u+BxhN2dVuVlSvCR1yfxGWyYdpDTTWBQDA06IhOaivvvH5zGC2D1R3BHrBZzZiN+/99unDONI6fOy312NpeKF2LpkfUlc6qBQnMkoHayubUMt1+ii2C/qEgN4OItzN+O8+e3udt506YgFlrQCVJjMsrTAkfn6xZ2+/9HIq8/M4nvPTmR7z32deD3ZVDQiweF1FXRwj9omstW7aM1tZWTjvttD2uEwgEmDFjBtOmTePOO+8kkUj0x64FAkE/U9vQzJ/+9QJn/uR2/KMjmNIMXDJ5IXbDnu3bRoOOaDiGjMwNj/wt9fz6OjGgJji8CIcjPPzCa2wwlDP29GJkSeasCXOZMraULa/uZpFpKuMylNm/bqedWFARClpDfpZ8spy0kXZkWWakMbdH226nnUibciHuKLJiTDOQFrESDyVY99R2lj+4EYBQP8Sm7IttOyspr6rjpbc+wlFi4c71z3DLX/+BY9JpNLe2Dfj+BYNPdb0S51ZR0zDIPREIhhZl5TUgQUQTo6CXmaKgzCLuFD723zW3o7ma05/8Bb/76DmiiTg72x0f3mRwrzXVBALB0KAjOinU2nnNZtGLGh9DjQyXA5fTtt/b/f7n1/HUn29PPe4QuqQ4lNXWsLVMmTzS5gtgsCvieJYtjfqKzth34fgYHGZNGdtN+Mi1ufu8rUpSMTN/NBMyi8jL6Iy6+nj9noWPldXb+ffKdw68w0OI5Wu3ABCJxga5J4eGaDQOKhF1dSTQLzL0o48+ymWXXbZHC2F2djbV1dVkZGTQ0tLChRdeyJ/+9Cd++tOf9rr+/fffz/3335967PV6WbJkCQB2u52jjz6aL7/8krY2ZXCmpKSEgoICPvzww9Q2s2bNIhgMsn79egC0Wi0LFy5k7dq11NUp1q2cnBwmTpzI+++/n5rlOmnSJAwGA8uXd0Y/LFy4kF27drFrlzKI63A4mDVrFsuWLcPn8wEwcuRIcnJy+Pjjj1PbzZ49G6/Xy8aNymCWXq9nwYIFrFmzhvp6JUYlLy+P8ePHs3Tp0pQYNGXKFLRaLStWrEi1tWjRInbs2MHu3bsBSEtLY8aMGXz++ef4/cpMk1GjRpGVlcUnn3yS2m7OnDm0trayefNmAAwGA/Pnz2fVqlU0NiqDHvn5+YwbN4533303Nfts6tSpqFQqVq5cmWpr8eLFbNmyhYoK5Yfe7XYzffp0Pv30U4JBZbbbmDFjcLvdfPbZZ6ntjjnmGJqamtiyRfkiNZlMHHvssaxcuZKmpiYACgoKGDNmDO+++25qu+nTp5NMJlm9ejUAkiSxePFiNm3aRGVlJQDp6elMmzaNjz/+mHA4DMDYsWNxOp0sW9aZkz9v3jzq6urYtk3J07dYLMydO5cVK1ak6tIUFRVRWlrK0qVLU9vNmDGDWCyWqm2jVqtZtGgRGzdupKqqCoDMzEymTJnCRx99RCSiXPyOHz8em83GF198kWpr/vz51NTUsH37dkCJf5szZw5fffUVHo8HgOLiYoqLi/nggw9S282cOZNwOMy6desA0Gg0HH/88axfv56aGuVGOSsri8mTJ/PBBx8Qiyk/VBMnTsRkMvHVV1+l2jruuOOoqKigrKyMV9asYunaDZw0dxaWLA2T9Fmkac289sl6/vHMG0y8pBS7ZOGKrKM5Z/Sx1NTU7PF88vu8RG3Kft2jHan9rdi9mQU548X5JM4nYOifT2U7d3Pz759EGq0l7+hMjBjQSCriZY2MLMrmk+VrMbdFU79HDps5JXwsW72S1Zt3cMwpkzFGtVy8YDpLlizp9vvU3FifuhDPmqJchJt9ykWW1WLCYFRukLbu3MF68/oB+31qafNz2W3/AA2UnpTP+PNLkJF5t2YlsgkeeOJJ5o4ZSX5+vjifGL7n09dr1mPNMbHaWcalL9zLjyefQV25st1g/z6BuN4T59PgnU+vfbgSg11HEhlzXJ36zu96PtVWVxIPK5+lek8TSzbsTLW1t9+n2roGvvvrf1FyTj7aTB1vbVuOqjnI519tQGfREEnGkLwRlixZIs4ncT4Ni/MJht71Xn+cTxazMhAeaukUPoxqXer7AsT51MFgnk+Xnno0sVicQCBwcOfTKmUGfE1VE5YcEydd9mMeuuNqPvtyg+L4ANw6Q7cBd42k6vZ5EOeTwkD/Ph07YxKRP3W+D6aEmtbW1j6fT7PjWaDLoqG+juNnTKOhzosx18Crb73BccfM63E+3bHtVQCc9XGMau1hfT59/OUqADZv2Zr67A6n36eK2iZ+8fRypNnX8otJ9ZRvXJ1yfFSU78K/TemDOJ8Oz9+nvSHJ+1HVsqioiFdeeYUpU6aknvP7/WRnZ7NixQrGjBnTp3aee+45nn32WV5//fU+rZ+Xl5f6UhcIBAdHNBrjz8++xBvh5UhdlO0zx87hlmPP57zv3cFrnyxj1o0TmJUzhj+eft0+27zoht/wVWAr+bOVmZGe3T7c2Q7cbjsvXvzLPW5XVdvAXX99itu+/y3S0m3dCo8JBIeam379N/7x/CvMumkCKrUy++PYooncvfgqdlfW8tT/3uO2738LtVq5QHryv0u4+vbfM/tHkyjRZPPVxs24Rzu44egzuWDSgh7tP/7S21z5k/s45tYpSCoJtaTipuKzOfuaXzBj8hia29rIvSSLE0cexe3HfavH9n9/4mWCoQg/ve7igzrOT75ay/wLbyJzchqjTlXcK3JS7vZ9UOrK4ZFzbkElicDT4cq8C25kl6qO4oWKO+neE69mbuGEQe6VQDD4XPWT+3hl5edMuKiEW445jzPHze2xzmMvvsUt//d/TLy4lJ8cewGnj53dp7a/XLWR46+9henfGUtbpR97voULJy3g7X9+wVflWxh7YTE/mH0W50+c39+HJRAI+pHfP/QcP/vdwwAce9tUAH4+/2JOHj1zMLslGCA8bT6ck09n9JlFZIx3Ure6mS/+9Hee/8/73PfO8xQtyOG3x17B/JNvYtaNE9BZtGRanLx0yR2D3fUjjkQigXbk8cz9qXK/9dxFt++X6+ObXHDPb6hze7ho7AKuP/bMHsvn/fNmAJ654OfkH8aOTZ8/iH3iqciyzD0/+Q4//37Pe9HDnWPOu4HPjQshawJXzbAxO/k133l8A0w8h5U3FTAtT8SMHs7sTTc46BGNF154gcmTJ+9V9GhoaEipVJFIhJdffpmpU6ce7K4FAsF+8tXqTYw5/jIe+uh1JJXECLLY/rai8K+u2QEoBc3Hzi1CkiROHjerT+2ajAaSsc5C5mqfhL8+SJ2vZa/1Cp7+33s89spbnPHQLzntidt5ds377IcWKxD0G4lEgoeffY2pc0ehUqvYubSayMYINx9zLgBF+dn88sbLUqIHKDU+4uEEEhJl8Vrcox3MK5jIuRPm9boPd5pd2Vf7uTIjbzRTRpcAMKakAKNOjyzLhGLRXre/58FnuOtvT5JMJntd3lcqa5Voo2MXTQagVJ9Dfo2btKCFis/rUCUldjTX0Bw8Mgr5HalU1zWhs3TGMJS31g9ibwSCocPytZvJLVEGSfoSdbU/xc237qzEkqlM8qhd2YgkQ6WnkYqaBrKLXQAU7mGfAoFg6CBJPWNRRNTV8MVus6DVaoiHlPvarKkublvyKLsb6smYmIYKiSnFpZiMBurWKnU+sqxpg9nlIxa1Ws1RE8cQ9cdQSyoyLc6Dau+YvAmEWiI8v/kj3i9bvcf1WkK+g9rPYLNy/VZkWUZv17GGMjxh/743OoyobWjmy91ByFImef1nvZ9AJJlyfIioq+FNn4SPa6+9NqWenHjiiZSWlqaW7amo+R133MFDDz0EwGeffcbUqVOZPHky06ZNIysri9tvv73HNgKBYGD54Z1/p66lhRGzc8kyp/HwFTcT2RklXhmjoq2BmtYmtu+uwl3iQC2pmJ0/tk/tmoz6VOQDQJEli6ZaxVrXFNhzvYBNO8rJnurGXmAhEojx0PI3+L+v+uYE21/qGpo56bKfsH2XcI8JelJV20gkGqN4XDYAc0sn8Lcrf4DbZN/jNm6nskxXq1wwSWG4/fhvoVb1/tPasf72tyqYoCni18dfRlF+Nv/63Y+5/fvfxmw0IsdkQvGeNT5aPF5qG5oJRiO8s24FntCBX4xW1So2aMkhkWF28NjlP+HZO3/B/266k+avPbBTER+r25oOeB+CoY0sy9TUN6XiGQAqPKLWh0Dg8wfZtL2czDFpaFVqSl096zWBUtw87IkgIbG2tqzPba/bshNzpjI46q8NoYqoqGxroLKmAWeOkkMvanwIBEOf1raeg5wmrX4QeiI4FEiSRIbLQSzUeb+7ubGCdxpXYHIZuPao07AZzLz2yN389qwr+fOp3+OHc88ZxB4f2Xz64l9ZPOkoJmeXoFGp973BXpg+bhTrntmOTtbwl89fxtuluH1XWg9j4ePrdVtY+rkSgTXz++Op1bayvHLLIPeqf7nnwadJjDoJAG3Vl3jDSdZ7DND++dAc3MdEMMTpU42Phx9+eI/LuuasdeXOO+9M/X3OOedwzjnii18gGGwqaxuYsngkMSnBt6Yej16n45TjZvHemlWMzi/ktTXLSCSTyA6Z0en5mHR9s/uZjAbq1jSjMWq46opT8DUHWL5D+bFsCraRY3P1ut26zWWkT3EgAasf3cqcqyfywrqPuPqok9BrdP112AA88Nh/WPLJCiaddBVTx4/k8b/9nFG5ef26D8Hhy86KWuUPm4QaFU/e+XP0mr0XJexwcCz99wqyx7l59p5fYNzLTW+6ywFA02YPx2VOTp1f11x0GqAIiOFYgnAvjo+N23YDMOlbpfxu+fMcUz+Be07sOemgL1TWNqDWqagPtbJgxOTU85IkMaakgOqdjWSXplPtbWZKTuleWhIcrrS2+QhHougsWqKBGC6HjXKPcHwIjmy276pi1HHfVs4La4JjCyZi3cMMbpvFRDyUwBY2srxqC03Btr0K5QC5R5+Hzx9k0rdGYtLqsaiMJHwJaozNtPn9aN0aTAbDQc9OFQgEh5ZQawSjU3/QA6yCoU2Gy0l9yNPtOWeJjQJzBhdPWwjA8XOnD0LPBN9Er9dx1+Ir+yVJYlRxPlFfDFezlVp3Kx/uXNNrBGbLQUxKG0yq6xqZcYYSbZ53dOfEi+QwSuF479OveeiVZbD4Lkao69m5/g3IO5pNPjO0xzprheNjWCPCuwWCIwRZlmlo9qAr1uEy2VIZtGcsmkvLjjY0STUv7/icjPFpxKUkU7JL+ty2Ua8nGZeJbI7wq+MvoyArg6hPibdr9Ht63SYWi7NpRznWTDM5NjeLZx1F5ZYGZGQC0Z4z3g+Wjh/vcCRKS56fa978E/X+1n7fj2BoU1PfxB//+TyrN2zv9nxZRTUAXlWQElfOPkUP6HRwAFy18CQWdKl/ta/109N6DpCZjAYS0USvjo+N23YhqSUsWUpESmVb4z77tycqaxqx51mRgXEZRd2WjR6RT/Uupe1qr3B8DFeq65T31mTXE/XHcWgslHsaRNSg4Ihm6WfKbMf0cYrwcELpngewbFYzAF++tZGkLPPZ7g17bTsUjuDzK5FYpgwDpa4cMlwOAk0hEnISk9tITB9nfGZRrxE6AoFgaHHr9y7he98+k7Glhax7ajuloSwmZY0Y7G4JBpAMl4N4JJF67K1SZv5fOHXB4HRIsE/64/fU5bShVqsI1iuFtj1dHB9dr5sPV8fHV2s2o7frmHH9uFTdP4BIPDaIveo/gqEw51z3S3RZSmmGxUWAv4F0fZytAWtn1JVaXHsNZ4TwIehXZFlO3dgJhhZtXj/xZIKkXmZiZjE6tWL4Ou342YwtLGT9qzsIy1FGn6EUO566HzO9fQHlPc/JVDKxc7PcRHzKrPWGPURdbd1ZofTHKFPszGL8yCIS7ReTwVj4wA5yL1TWKDEuzhE2MiYomas7W2r7fT+Coc3fn/gfP7nnIU786U+59c1/kWivl7GzohadVUsgEWZsekGf2rJaTKm/Lzj1uH2ub7Oa0bT7aDvcH10xmwzEIwmCsZ7Cx4ZtuzCm6VMFyPcWIbcvKmsbyBmlnKvjMgq7LSvOzybsiSIB1d4DF1cEQ5vqOuW91Vm0RP0xtBE1/miI5pCo6yIY/oTjUWK91B/btqsSgOPOmYpFZ2B2wbg9ttEhZPvrQwDU+lr2us/GZg8AepsWrVHDSFceGS4nLTXKOZc93Y0swfjMwr20IhAIhgo2q5l//PZmRhXnEfXHGGcsFKLlMCfD7UTVPjgaagmz8aUyvMt9nDKmbzUxBYcnKpWK9DQHzY3KvZevS12vhpbO3/6W4OEnfHh9Ad5es5xRpxVgcOjxbQ+w5dXdAETivdecPNyoqK7HHwgxftZ8AM6fqwjUsaq1tMQNkD4KAI0YGR/WiLdX0K8899r72CacwrKVe5/5Jjj01De1YkzTgwT5XfKjTUYDS578Ay1bvax9ahvaOhXfP/pMjsod3ee2a+qV2cM5mUqkVU6Gu9PxEfD0us2KtVtT/RmRlo3FbCQRVQahAwMgfOwor8ZRZGXCRZ1OFuH4OPLoGNjKn5vJsupNbGzYDcDOihqsOYqQMaaPwkfXG9yJY/Y9y0+SpNRgWYarZ5SJyaAnEUsS6sXxtKWsgrT2/HdZlgnEwr0KJH2hqq4RR74FjUrNKHf3/PqCnEzkhIxVY6JK1PgYtlTXN6HWq5FVEPXFiLcqg8APv/Y6l958N7/7xzNcccu9VNU1pmazxWJxZFkmFus5YCwQHA7c93/PMuLYizn3n7/mvGd/w8rq7s6/rTsrsWdZKPc2MK948l6dfxluJ288di9Rv3Kt07wPMbqxxQNAWoHyG1DqyiXD5aBqXQOJaILsqYoYPeEbLjyBQDC0cbVf1znt1kHuiWCgyXA5aNjYSnh3mO3/qyQeSpAvp++xtp9g+JDhctJY7wHAFwmlnr/roadTfzf4Dq9xhXA4wqSzr2KLowpHoRW738SDF91IsFEZhwkPE8dHVftkr1aVE5tBxYLxOYwakY9n9ZsQDYKrGBBRV8Md8S0tOGg++WottQ3NAPzxny8A8O0f3s26zX0r9ig4NDQ0ezC5lJoCBfb0bsuyM1y8/fh96AIa7jzlCi6ctGC/LuIKc7MAOHbGJEBxfET9MZD3PDP9gy9WYU5XsrOLnVlYzSYSUcXx0dvA78FSVl5D5mTF6bHxpZ3AvmdoCoYfZeU1GF361Gfvk13rkWWZnZW15IxUBp7GZOT3ub21bz/Ktg+f7vMsP3eaHUmSSHP0vEE2mxTxL9TLDJv6plbc+Q4AQjXK+XEgro9/Pvs6jc0e1E6laO83a+nkZyvfDSZZT1VbY8oRIxheVNc1obMorr94ME5LpTJL7V9vvcHT/3uPn//+X7z40Udc8sI9/Omzl2hubcM19QzOuOY20madzs+e/6cQjgWHHc+8upSGiAefJkRryM8v3/03bV0iK7burGTkbKX2195irjo4deFs3HY7ckymKbh3t1SH4+Psc48FoNSdQ4bbSTyUoHq54kidXzSJSdkiKkcgOJzouJ5z2CyD3BPBQJPhcpKMJTHu0GGRlHvq0sLcfWwlGA5kpjupq2tBLam6OT4qGxtSfzd4PYPQswPjjvsfI3PGOagK1Egqifovmnn15rs4euo4knHl3m+4OD6UeF+J6rCRabl6VCqJiaOLoa0K6/K/YZVCqFVg0gnhYzgjhA/BQbFucxnzL7yJnJnnsnzNZlo8yo3frspapp32ndSNnmBweenNj7jsznspnJ8NdHd8dLB43gwaV73K3KMm7nf7v7n5Cp79yy/5ybUXAYqQIidBFZfYVlvF+5+v7La+LMt8+MVqCkZmAlDgyMRiNhKPKD+0BzqTfU+0eLx4/H4yx7rIM7rxlivFx+oPs5kZgoOjQ+CYPK89xk2GF9d/xBlP/pI6bSvOfBsGjY5CR2af25w0toSRxXl9Xn9kUR6lRbmo1T0LYJqMepKxBJF4lKTcXXBobPakxJqWnYrg0bifwkd5VR3X3vYnSmbkktTIvUaqFOQqx64NqgnFoyIObphSU9+E3qrMZrdqTZRvqUOn1mLJVuoWFB+fy/TvjAUjvLb5C1as3YLPH+T91auYcHkpX3g3c8VLvxcF0QWHDbFYnC1lFYycowjbNV834o+F+PVbT9DY3EokEmV3VR3mESZcJluf65xlup3Egwmagh0RGKFe12tsUZYHNRHUkopiZzYZ7ZGH5Z/W8c+zb+bOE65AJYlbM4HgcCLNrrhxheNj+JOe5gCUSUwdQpeojXZkkOFy4A+EMOsM+KOdv/NN3s5JDy2HUY2Pu/76JP5wiMzJLtQhiXsvuAaVpEKlUiElFQEgPEyEj6q6RrCkE0qomJarCJZ33XI1Jy+YxaaX72XXrybw+ffzsRl63psLhg/i6lpwUHy1ZnPq738+9zrl1fXMPWoCkiSRSCTZUlYxiL0TdPDbvz1F9mJ3p+OjF+HjYDAY9Fx85vGo2l0iWq2GDLeTYGuY8tZ6zv7JL7u5K3bsrqa6romc4vaaIHY3FpMx5fjoT+Hj8Zfe5vWly0grtSGrZM6YPIfMNCdyWKbOLxwfw5FEIsG5193BD371F/yBzlk5za1teH0BHAVW5KRM2dIq1F6JcDhK4aJsVE4Vo9x5aFQDd+HzyH0/4aPnH+h1mclgIBFNItO9oFwymaSptQ2tTY06psJbr8xQbtpDjNye+O87n6AxqClcnIPTaOHiSQt7rJOfrXw3RBuU/a+v37Vf+xAcHlTXN2F2KUJautnOzvIaSpzZWHNM5MxIJ29WBvqIllCL8l389dZtABTOy0Zr1FDxeR2BWJhn1rw/aMcgEOwP23dXEYvFyRjtxCBrKXu3iubtbaxs2s7ZD/2K3NPPxz3eQVIvc3zJtD67XjPdTsJtEZoDXt7eupxTn7iNmb/7Pqf99TYa/Z7Ueh1RV81xL0XOLHRqDQa94rizWcyMSS8Q9QEEgsOQs088hgtOPY6Zk8cMdlcEA0yG2wFAepqdv/36JvQ6Ld+95PTB7ZTgkJDpVlIjjGpdtwkOni51PXzx4GFR4LwjsjZjghOtUcNNJ5zLOSfPSy3XtE/AiCSGR9RVdV0TOJXJftPz9ACMLS3krcfvIy87A5dZzawC42B2UXAIEMKH4KBYtWFb6u/nXvsAgKsuOIWXH7oTgLLy6kHpl6CTmvom1m0pQ2PQpJ6z6Ab+yz3T7aR6TSNao4YpV4zm2v/9OXUx0FFnQWNVk2a0YtLqsVpMJFKOj/6p8VFZ08CVP7mPK378O7Imu1Ahsah0GtkZLiLeKHUi6mpYsm7zTl5+5xMeful1Tv/HL/j2C/fy2e4NlJXXABA3JdGE1dSsaOSjv6/iy8c3gAQyMpdNO2FA+5bmsJGT6e51mdlkSNW56TrLxuP1k0gkwSBhSOqIdNTPCfZ0fETiMdbU9h4z+OIbH5I7OZ2YHOe7M04jw+LosY7VYsJuNdO0W2l7Q50QPoYj1XVNZBQrdWZG2LMJR6I0lrWiNWooOT6PNL2VxaZpVK9QLPxvrvgSU7qB9HFORlpyKP+4FnvcxNIdq2jeR8SPQDAU2LB1F2q9ipA6ypySCWz94Cm2vrab1p1eSFMx7rwRjD69EKvGyDnjj+lzu5luJ8G2CIFYmD+8p8S9qnQSXkOIy1/4PQ9++SqguPbUehWeWIBSVw4AFpNyLXbawtn9fLQCgeBQMaa0kBce/BUWs2mwuyIYYDLdynVTusvBcXOmEt72HuNGFg1upwSHhA6HphZNt6grb3tcZuOmVpLIPL/uo0Ho3f7RUZt10qJSLDoDi0ce1W25VqU4wiPDqMaHylUEkHJ8CI48hPAhOChWbdhOustBmsNGMKQMVk8bP5LSIiXvsqyiZjC7JwCWfLwCtV451f11Qe5dcPUh2e/RU8dRt6aJWEiZVeAJ+/njpy8B0NDkUfojh8mzK4PAA+H4qKhRYlh0Vi3OEhtzCsfjNtnJznDhbQzSEvKxu1VEtRyOeH0BXnj9A9Zv2dlj2SfL1wIw5qQiEnaZirYGbnv3UX719ZM4iq1EpBhzR43n+b/dwduP38cJk6YzPlrAbxdfxcy8wZuxZzIqxc0BQl3OgcZmDyqtioQ6iVVtJNoufHyzxseajdu59NF7ufH1v7Ohfnfq+WUrN3Du/b+mNT/IyLn56NRaFoyYvMd+FORmUllRT7EzixVVWwlE+0eIFAwdquubMGebyDA7OHayUpvpnee/Uhaq4LxJ8xhfUoS/Trm5qw42MXpRAQC3LDwfu9VMyxYv8WSCbU1Vg3IMAsH+sHHbbqzZysDk2IwCRo3I57F7fsZsaSzL/74B73o/F0yYz7/Ou4Ucm6vP7Wa601LfyXFdEipl7p9/HTuWVOJPhHhh3UdsbaqksaWzzlqhU4kUvOaiU/nHXTfzr9/9uJ+PViAQCAT9zbQJo7jrlqu4+oJTBrsrgkNMh+illtWpqCt/IEhcUu7b6tY2owmreWXT50P+vqmipgFJBWFtlCnZpZi0+m7LdWplsuxwibqqrmtCm1GCRS8xyq0d7O4IBgkhfAgOmHg8zrotZUwbP5LifKW4tUqlYkxJASMKlNlsO3YLx8dg88XqjRidyg9a01YPR5eMPST7/b/f3oxv/dvcMvk8lj+4kRxcfLp7Pcsrt9DQ3IrGoCacjJJnU4opK8XN2x0f/VTcXClmBVmTXUiSxGljjgbAZjHh2aXMUr7ulT/z7/+9zegTLmXRn3/MPR892y/7Fgwsv3/4OS76wZ1MPvVqHl76Ol9XbaW8qo6v123h7WVfkX90Jo4xVmL1MdY8vpWIN0pQjjDxYqW+x7TCUVx4+kJOWjCLlx++i4d+8COOKZowqMdkMhpS4l8o1nmx2djiQW9TLtScBgvRQIfw0TnT/ut1W5h66neok5S6NavKFDfeoy+8yfxLbqLR0kbmxDQihjgnjjwKs27PM17yszOorG2kbaOftkiAR5e/TSQyPC5+BRCNxmj2tiFZJMZlFHLpOYv58Lk/E2qO0FbpR4XEiaOOYlRxPoH6EMl4kvy5WViKzRxbNJFxWUXMnzWFzet3A1DtbRrcAxII+sDqTdux5ymZ7OMyFBHvsnNP5P5fXM/s8eP52aKLuGHOWfsleoAyGBL1d86KfPqW25gzfQKl6hw2PrUDgDc2f0ljcxuWDEV46agjpdFo+N6lZ2IyihmIAoFAMNRRqVT84geXUZSfPdhdERxiOqKuiMkEYxHiyQT1Ta1o9Eo8slVvJFoWIRSL8O72rwexp/umsrYBvV2PDOTb03ss1+u0yHGZ8CA6Pur9rfx3w6d8XbX1oNuqrGskbsllSo4BlUpEih6pCOFDcMDU1DcTjkQZU1JAUZ4ifBTmZmIw6DEZDWRnuITjYwhQ29CMJV252Z6QV9xrUeWBQK1WYzIaOG7yFCJtUVpWeNCo1Dy/7kMamj0Y2sWY3A7Hh7n/HR/VdU0gweTjS3Gb7MzMV2bzTxw9gvp1Lez6oJpgLMKt//wnyVKImhO8s20FNd7mftm/YOD4YtUmAMadU8wzOz/gx2//kwWX/5CF3/sRvqlRihbmYDeYefDim1g0cTrL/76RujWd7+tod98Lkh8qzMbOqKtgN8dHG3qrkgWfYXKADAZJizcSSK3z7qdfo9Z1/qT/4u+P8vu3nufRre+QO1a5qB1pzOX+U67j5mPO3Ws/Tl14NNFojFef+JRQS5gXVnzIuBOuIB6P99ehCgaR2oZmzJlGkJSZ7wALZk9lxuQxbH11N3cvvJJ0s4Pi/CyScZlN/92FLq5htCmPHx97PgDHzZ5CoEmZ0VbdJoQPwdAmmUyybOUGcsdkoJZUjOzy/W8xm/j4xb9w8ZnHH1DbmW5nytk62p2XqqH202svoqXShy6s4d3tX9Po85CWqxRB7hA+BAKBQCAQDH066rt0xHL7oyHqGltQtwsfWc40KlbVY9EZeHvbisHqZp+oqK7HmKaMw+TtSfhIyEQGwfHx9bot3HDHAzzw6X/5y7KXuXXJIwSiYZpaPN3qdvaVhqZWGjW5JNR6jikSk0yOZITwIThgQmFlYM5iNpKVrqjgNktnvmlpUW4qU18weNQ1tpCe5wDg/h9ff8j373LamTSmhPfe+5pIbZRVNTuoaWlKuVA6fnAV4aN/a3xU1zdizjDiiQU4YeT0VNHqGy4/m7tuuYqmrUpUUMakNLKndNZdeH3LF/2yf8HAkEwmWbl+K8ecOIm0kXblOTkJBSomnF+CWq1iumMkfzzlWqaVjuTlh+/i4jOOp+y9KnLb0rhpzjmMyygc5KPoicloIBnrWeOjscWD3q44PrLtymxkLRrawp0XgOs2l2HLt6QeG10G3qj6Ck2WhqKZigPvF6d+i6PyRu+zePs1F56qxBXK4K0KoDarqWio595HniWaEOLH4U5NfTMGuyKkdb3h+eSFv7DpjSeYWzoRUGajP3DHDfzrx7fw4U1/4l/fvgWn0QrA+FHFRH0xVEhUCceHYIizdWclvngIdbqaGXmjMWh0/da2Wq2iaYuHus+buP/UzmusUxfO5vi501j39g5C8SihrBjWDBNqSbXfrhKBQCAQCASDR3qaAyA10cEfUYQPrVG5pxpbVEhlZQOF5kzKmquJJxOD1dV9UlHTsA/hQzdojo/f/d+zPPjkK3y+dSMA0UScT3etI33aWSy85Ef73d5rS5fBmJNQSzLXz3H0c28FhxNC+BAcMOH26BODXkckqnwxWsydRbNLCnJo8XhpbfMNSv8ECnWNLVjTzQDk2nr+uB0Klr38d35wxTmUragiKSepV3mwZ3X0SREcrGYj8Ui746Mfo67MGcpnsutAt9lk5DsXnUa4NUKoNYKzxAYSbHyxDHVS1a0+gmDoEI/Hee7V91mzeQeSW4V2ig6tSsOK/9tELBgjf3YmGpOG2xdewp8vuJ7R7vzUtlddcDJqVPxw0bmcO+FYJGnoWV0LcjJSrqemLoXLlagrZaCuME2ZKaxOqGgL+1PrrN+6C1v7OQWQOTEt9XfSLeM0WihyZvWpHzqdlnef+iOnHT8bf72SY2svtPCeajW/++i5Azw6wVChur4RXbuDKN1sTz1vMOhTMZUd3HTVeZx78vwebXTU8dLFtSLqSjDk+fzr9WROSgMJTh/bv4XEzzzhGM5ZfCwv3/YbrPrOa2BJkrjrR1fTuLmVpDeJdbwZbbaWPHv6PsVngUAgEAgEQwd3mnK9HA0qY16+SIj6pla0Zi0qJL5/0VkAVO9oJJZMUOFpGKyu7pPK2gbMbuV6paPWald0Og3JeHJQipurVCoktYRskJFbkkhI/PODN0GlYYV5If+3zNNjG38gyGvvf0WVp3t/axuaue3lHZA+iosnmch3iPoeRzJC+BAcMF2Fj4tOXwjATVeel1qeKnBeLup8DBbJZJL6plZ0Ti0uk63bTfmhxGwy8qfbr8cSVFwd0fwEzgIl8iGvXfgwGQ0gA8n+c3xU1TXizlcuVEakdc9jzWgvUla9vAGNrGK0O59EfYJEKEFrSIh1Q5EX3/yIS266i7PvvYOJF5cSVye4btZpJPwJtr5WQbrazqmjZ7F45FE9tl10zFEEN7/DrKnjBqHnfWPimBGovSrkpNwtH7axuVP4GJGpfI7lqIw3EkSWZSKRKFt3VlAySvnOjQV7XqjOLhi/X2JPcX42Zy0+hkC78JE7U4lvWVq26sAOTjBkqK5rStWMSTc7DqiN/Ox0tFoNcV+cOl/LkJ7ZJjiyKa+q4zd/fYLsKW6cBguzC/r3N8BqMfGf/7uTCaNH9Fg2e/p4Tl4wi1XPbUlN7JiSXdKv+xcIBAKBQDCwmIwGjAY9QZ8yRuGLBqlrbEFv1WLXm5k5eSyzp41n5RdKjcUdzUM39aSsvAZnlhWDRofbZO+xXK/TkoglByXqqqmlDVeeHUklUbmpnsatrTSpvRjmngO5U7j+fw0kk3Jq/S/LQ+TcuYMzXzdSePdO3tnSGQO98JJbaMyejyHu5e/n5vS2O8ERhBA+BAdMR9SVQa/j+LnT8W54i/NPXZBaXtI+c1TEXQ0erW0+YvE4SWOyx8D/oUar1XDlWSex/e0KVEYVhhw9aUYrpvYiyyqVCrPJAPG+1fho8Xh58Mn/kUgogwnVdY0sXf01WxorUutU1zVhz7agV2vJsXaPlugYBK5d2cTtEy7hn2ffTH5OBtFAHE/Ij2DosW5zGWq9mtyZinPp2qmnce6EY1n69J+456qr+e/Vv+Zn8y/a4wC/RqM5lN3db1QqFQumTqFpi4eV1dupbGuktc3HslUbMTr1mLR68tOVY0+EE8STCUKxCJt3lJNIJHG4FcdHIqZcEDZv63SNzC+euN/9yc/OINDQ7vjoEqM1GDOABP1HdX0TeqsWtaTCabTse4Ne0Gg0FOdn42sIEE8mhOtDMGT56+MvEzCE0dt1nD529iF3Wzz2+59iwUjbe17+dfaP9lljSSAQCAQCwdDDnWbH16bcF3nDivChs2hT7ulvnbWI1movAGUtQ3P8K5FIsKO8GoNLR6Ejo9d7Zr1ORyKa7Ba7/Mqmz7nzg6eQZbnH+v1JQ3Mr2cXKmE2wOULZu1WEAlqi2fNS63y2O4Qsy3y6fB2vrmvFlzSASk0SiUuerSUST9LQ1MqWhgjoTFx7bA52o3DaHukI4UNwwHQ4PowGJSPQ2qW+B0BJYbvjo6KGypoGqmqHruVvuFLX2ILRqUdW9XQ8DAZXnHcSzZvbiAaUgdNv2iutZhNyXCbUB+Hj5jsf5IY7/sJf//0yX6/bQuH8i/jFh4/zwzf+QTAaJh6P0xzxosnUUOTMRK3q+XV389VKod7Z05TZ8C6HjZA3gjcSFDOYhyDrtuwkY7wTjUHDFWMX860Zx6OSVMybNZnrvn3mYHevXzhx3gzq1ipF2D/auYaf3/dPVm7cij3PwoTMYswmI3qdlkhQyZj1hANU1TUCIBlUJMNJGta3AFDxeR1Rv3KuTcsZtd99KcjJIB5O4K0OdHt+qF7MC/pGdV0TOqsOt8mGSjrwy8DSwlx2rlM+C19WbO6v7gkE/crazTvIGq/cRJ8yeuYh339Whost7z/JJ0/8hdHp+Qd1zgkEAoFAIBgcXA4bLdXKpLJdLbUp4SPTqsQLn3fyfCKeGCRhW1PlYHZ1j5RX16O2qJF1MD6zqNd19Dot8WiCSDzGv557g7TJp/Pw52+wdMeqAa/r19jShj1TmZQ1b/wkSrNyuXbSAq7MXgVf/guAP3/SyhcrNzHvghv53ZPvKRu+dgtse4/WUJI6X4Kv1myGtGIAji21DmifBYcH4upbcMB0jbrqjY6oqx27qymYcwH5sy84ZH0TKNQ1tmBKVxwVQ0H4yM1K56T5M/HVKEWZDRp9t+UWs5FkNNknx0ebT3FlfLJ8Lbfe90+Kj8tBZ9ESjEU4+ZafYRi3mIlXlgJQkta7vfFPv7ie2I6lSswWSiH2gEeZySFcH0OPtZvLKJqUjUqSOH9mz7oDw4GLTl9IgSGDeDjOki1f8+GXaxg9vRBUcFTeKCRJIt3lIORVrNbeSACvXzmfwkRRx1RUfFbHnOAY7rn2GtzbrTx9/q3oNfufa5qfo8Rbbf3fbgpsGSkBZGvj0LyYF/SN6rpGjHYd6RbHQbWTk+nCs8tHIpZk6ZaV/dM5gaAfkWWZtZvLSMu3k2a0kmPrmWV9KEhz2HA5e8ZJCAQCgUAgODxwp9nZsbGKZDzJ26uWU+9tRVJJuNsdH5npaRw/Zxqech9rasrwRYKD3OOebC2rxJanJARMzOoZ0Qmdwkc4HuWN978goosRkJX7zlXV2wesb8lkkqaWNgxOZWzxqbtvY907j3LN8afw0zOPg8oVULmSVzYGeGGt4qzBkgFhL2MKMyCijN20BBN8tWZTSviYWWAYsD4LDh+E8CE4YPYlfDjtVpx2K9t3V6Weq6iuJxSOcOz5P+CF1z84JP0cyvj8QRZf+mNm3XA9pz52G0+ueq9f269vasWSqdT1GArCB8DVF56Cr0YZQDVpuwsfVrOJeCTRpxofxfnK8azz7CQ8N0H2NLfSrgxNeh/WHDMqtQqX0cZl007otQ1JkrrFH7md9pQbpUXU+RhSNDZ7qKlvQpepZZQ7D6vetO+NDkMMBj33/ey7NG9ro8LXQHlzPSOmKMLdjNzRAKSnOfC2KudQWziA16f8HUiGMaBFTsqUZObygyvO4Y3/u5cCZ+YB9cVsMuK0W0m3OHjqwlspe035Lh/KubUHSiQS5eTLf8q/X3xrsLsy4FQ3NqExaQ64vkcHJy+YRTIu49ntY7unuk+CtUBwKKlvbKGptQ21TU2JS+Q7CwQCgUAgODDcTjtyEgINIZpUXpJj2p8321LrXHPhqTRsbCEhJ/lk1/pB6ume2bari/CRWdzrOh01PhJykp1VNaSVdk7cWF2zY8D61uLxkkwmUZlU2A1mjFo9arUSUTWiIJs0hw3WvQTA2kYlosuYno8h3sYNl58NUeV+uDmQ4POvNyC5R5BlVZNnH9pR14JDgxA+BAfMvoQPgJLCHD5b0fml//7nq1i1YRufrVjPRT+4c8D7ONS58ie/47ON69FN1OGLh/isvP9+IJtb2/jFA4+SNdWNWWOg2Dk0hI8zT5jLz06+iLNGzeHGOWd3W2YxG4mF4wSi4X1mSEZjStSPbZwFlUaFChWNn7QSaYxiyzdjy1d+1O8+8ao+z/J0OW3EAu0RQsLxMaT4/Ov1mDONJNUy03JGDnZ3BpR5sybjKVOEN/doOyq3ijSjNSVepqc5aG1SPp9t4SC+QAiNUU1CTmLRKEJnXlZ6v/TlmotO5arzT0aSJDKsDuSYTJW3sV/aHkr887k3eP/rVfzb8x4vrf94sLtzUASCIXZW9C5OybJMU0CZJXWwwsc5J83j1X/dja86QBKZ3a11B9WeQNDfrNuysz3uU6Z0D85PgUAgEAgEgn3hTlMEgGCTMkHTmKc4CboWCD9r8TFEa2Igy3xZuenQd3IvvPD6B/zwzr/jKLKSbrKTsQfnt16nIxlLAlBWVYM124SclEnTWFlTuyM1RlNZ04A/0H+uloZmDwBJnUzGN+5RNBoNuz97HkJK1FhLKAkaAyFZx7BjVQEAAKqNSURBVAXzxzN72viU8LGlspmPVmwCWy4z8w17rP0pOLIQwofggAmF9y18jCst6vb4/WUr2b6r0wHSUZj6SCEWi1PboOT3+/xBXlu6jJlnjUOSJOSkTLW3ud+KRj345CvEspLozFoum7gInXpoqN1qtZrvf/tsfrTg/JQ1tAOLyUjIFyGaiBPYh+vDHwihs2iw5php3eHlkdN/xOTCElqqvWiNGsbOKUKn1jLSldvnvrmcNqLtwodwfAwtXnzzI9xjHADMyh87uJ0ZYExGAyXmHBJRxcnkkQNMzx2VunDLcDvwe5QLzbawH68/gN6qfA+PyMzBYjYyaWzv9uX95fc/v45f33wlALlZbiKeKFVtQ6OQdTQao7Xt4M/Tjdt2cdffniRjvJLR++CXrx50m4PJ+df/mpJ5l9DYfgPRlTavn6RWuZnJMB989E5ulptAoxIPuLOl9qDbEwj6g6YWD5f/6F5efPNDzO2uV+H4EAgEAoFAcKC42yMrW3d1v/dwdXF86HRactJcJEJJGgNth7R/++LZV9/H5DZgdOo5pmjCHtfT67Uk48q9QlxO4My2EvFGccYttIR8lHvqCYbCFMy5gOMvuaXf+tfY7AEJoqo4GRZnj+VWiwmXw4w6GaEtKoFFmeRX6tKSneFKCR+vfbIWHHnIkopZIuZK0I4QPgQHzDeLm/fG0VPHdXu8euMONu+oSD1ev2XnwHRuiPLDO/9Ozsxz+f5v/8y471zJuEtGkMwCqQ2aN7XhiwRpCwf23VAfWLVhG+YM5cv+7KnH9kubA43VbCLUpsSlNAe9e13XHwylrJe/uvAySrNzKczNJNg+CBdURxibUYB2PwQft9NOLKhEXbUKx8eQIBaLc/rVP+e5194nf2om6WY7k7P7Z1B/KHPWomNoKfNiTFPO4aNyO4uTp6c5iIcU0dgbCeL1BdFZlBoe86dMxrfxbXL7yfHRlZwMF96GII0BD+F4tN/b318uvOE3pE0+nVD44CKWLrzhN3i8flyjlBuXCXuwfh8uvP3RVxicev79yTvEk90nF1TWNqK3KZ+Vg63xAZCT6SbYqIjUu4TwIRgiPPPKUp58eQmPvvAWOROU78L9mQQhEAgEAoFA0BWXU7lPaNzUyqpHthBuU+6FvulOcDnsRAPxITGJcn3dTi5+/m4e+Py/VDc0UjRVSQ+Yuzfhoz3qCkCtVaGzaQl7oiSbledWVm9n3eYyAJav3UysPYXjYGlo9qAza5Dp6fjowGo2oY6H8MfUYFau70a4tKSn2SGmTArcWN6AJX88ADPzhfAhUBDCh+CA6UvUVVfho6Qwh7LyajZu35V67sU3Pxqw/g1F/vHUK2jNGr427KD4uBzMGUbm504iv96Ft14RPCraGvplX2s3l5GWbcNlsmHQ7Pk9Gko4bBaifkV4+Kbw8cGyVTS1eHjj/WW8+cEXtPn82LMsAMwdNRGAwtxMAo2dTpGj99MZ0DXqqnUIXKwIYMPWXbzx/hdYsoxIJomFJVNRScP/p+uW71zAXy79furxUXndhY9YSPmctoUD+AJBtGZF4HMaLQPWp5xMN+FW5fyqHgKuj1fe/QxQHBsHSiwWZ/OOCk498Whs+cprF0v0zwX8YJBMKjclIxbl8kbjV9y25NFuy8ur69C1u4MONuoKIMPlIOqNQwJ2DUDUVSQS5d4Hn+nVvSIQ7Alfe/SCvcCCfaSF2QXjKHJmDXKvBAKBQCAQHK4kk0oqh91iJtAQYvVjWzhaPabH9YU7zU7IG6El6O23JI8DZUXVNqq9Tby88TNa1X7Sim3o1VqmZJfucRudVpuKutLbdCSkJJG2GC2721BJEqtrdrBywzYAcmdlcP1//sL6uoOfzNzY4kFva79HsfTuSrdZzEjRACFZg6r9PibHpkGj0eA2KfVAGv1xzLlKAZajhPAhaGf4jx4JBoy+CB8Tx3TOnF00dzqRaIyln62kIDeT0SPyufcfz/DmB18MeF+HCiajgaIFOehtOna8U4l2mcSdp1xBjstNqEUZUKzwHLzw4WnzsbuqDp1NS67NddDtHSrSXfaU8NAS7BQedlXWcvwlP+K4y2/mnB/cwU/eeJjgrDi2AqWOR5rRCtDu+OgUPuYVTdyv/XfM0ABoDHgO5lAE/cTWnYpD7MabzgNges6ova0+bFCr1SyeNoP/ffs3PHzWzd0GqTPcDhIRZSZ/KBbB6w+gNSnCh90wkMKHi1CL4q6obBs6dT4+3bB+r/1pavFw+x8e6XXwvLqukWQyibXQnIoS6y/X3WCwu0oRH6zZJgC+qtxCtIuQs7uqDr213fHRD1FXarWarPQ0kr7kgAgff/zXC9z2h3/xw/v+3u9t7w9P/OcdzvrO7UdcPOfhSnl1PQC5MzOQkLhpztki41kgEAgEAsEBk52hjKmcvmgOAPFQgsmunikEbqedqD9GNBEnGDs4V/rBsHL9Vv763H9Tj6UMFWq7muK0rL1GoOt1nVFXpnRFODAktbyx5AuyjWlsqN/FyvXbMKbpGXF8Llt9VVzwuzt54j/vHFR/N+8oTwkfGeaeUVcANqsJOeIjgh6DXXF8ZFoVwSPbqfQ1Junxm/IYk6HDYVQfVJ8EwwchfAgOmFBE+SLfm/Ch0WiYPLaEDLeT8aMUESQSjTF9wihefvguAD5YtnrgOztE0Ou1uEbZ8dUG+fEpF/DRMw8gSRJZ6WmEmpXXsz+Ej3VbdqLWq0hq5D4X9h4KdFwoQHfHx/I1mzG5DdhPsTPrxgm4xzjRGNQY3HosOgN6jTKQV5SXRSzYOciX78jYr/27nDaSsSTGhI7VNTtIysl+OCpBX2kLB/ho51rKmpXCzOFwhM93bURn1RI1Ku/r6PS8weziIcdlsjE2o6Dbc+lpDpJxGQkIxiJ4/UHMduViz24wD1hfcjPTU8JHfxU4f2PLlyx69Kdc+Z8/9Ihl2hs+vzKjO39uJv/zL+NbL9zDnz/7b6/r/uetj7nnwacpmHMBkUi0/XO2hgpPAxX/z959h0dVZg8c/07LJJNJMum9kEYJofcOIvbeXXtf3bX/dJu6omtZV1ddC/a6trUgKgoiRXrvhJKQ3nubTJ/fHxcmRAIkkDBJOJ/n8ZHM3PfeM5A7c+c99z2nRHm/tZuc4AZzhYUGa+9NfGzfvR+1Tu0pfebGTVljjef5vKIy9IE6VCi/W10hJjIUc7WFanNDl3/BW7J6M0EJRgpTq/l065Iu3XdnvPbRt3z780r27C/0Wgyi4wqKKwgKNxLe38S4hIG96jpICCGEED3PpWdP5as5s3nr6QeZOnYooPQn/a2wkCDszcp8Rs0xSnd3p+9/WY1D68JpdxHuZyIyMwSXzk1ycPRRx+l9dDhtyhxIQJRyI1WgRvn/9g37qWlpZNOefcQPiPSMCUo08szrn5xQvItXbSYi1gRwxMbrgUZ/nOYGXGod2oCIA9sqSZyY0ABwOSA0hWb8mJlmOKF4RN8iiQ9x3DrS4wNg/bw3KFz1BWlJrfWVZ0wYTv/kePQ+OrKy87s1zp7A4rDx+qp59L8hEZ2fluq9dW3KgEWHh9JSa0Wn0rKzPO+Ej7drXx6+JuXfJbYXfeEPC2lNfBx6obBxx17CM4JRa1So1CrqC1v7b4T4tU7eJcYpS003vpnFexc8eFzHB/Bt1FHT0sjeqqLjeh3i+Dzw9es8uuh97vvhdZrNLQw69wa2+uUy9o+DyWkqJdzfRPCB1T2nsohQEwAaNLTYrTQ2mfELUM73IH33XeQduuKjqK5rEh/ztqzC5rSTU1PiSXh1RE5+MWqdmrhxkZirLegtOubuWklxw+EluOoblUSGQ+3kmn89xcXvPMajiz7gxi//yfr83ag0Kiqpx6dFQ3NVC002S6eSMD3Jjr25+IUovwvWBuUz+tC/k7wipdRViF8AWnXX3AUVExFGXYXynlzVhY0cLRYrazbvIjBOSea9vnaeV8qQmVssbNq5F41ezaJNG71etkAcW35xGf1GxOByuzm7/1hvhyOEEEKIXk6lUnHxmVPw9dXzzZtP8sZTD3D+6RMP2y4suLWCxHfLV3nK0J5sNrsDfaAOa4MNfYMGjY9y3d8v5NiJj4P9S0KTlbmR2y48F4DaYqUiR359Of0ylP1U763Hx19H5JBQnMf5Wksrqtm1L4+4QUoyJSag/YolgUYDzhblu4bTGIlGDSF+ypR2XFQYWJshQNnH6ZL4EIeQxIc4bh0pdQWg02nx8dGRekji46IzJqPRaOifnMCufXndGaZXlZRXMe7C3/Psgs/4dMcSdAblLtxoQhg5uLVkT1R4CLghTBXIror8E75rtqSiGr9gZfIrpheVujrSio+NO/YQPjAYa6Odqu9q2PVlax3JYEPrRHhkmLIs0lxlISWy841MTYFG1Go1y77fAsDqgl3H8zJEJy1asYELb/srOyuUJGidpYk35/9As29r2bIqcz39pEY7AOEHEh8ql4oWh42GJjN6fx/UKhVG/eF3HnWVmMgwHBYnWpf6hFd8rNm0k36TrmRzfrbnsS2lOR0au2TVZoafcyvhA01o9RpK1ley4etduHHzwdqFh21fU6dcpMeOiaA8vB67zsmowDRUKhXf1q1h0sPDsLkdBFuNbXqn9EZZ2fkYwpTVPzXZyheDkkMSH/nF5RhMesKN7S8hPx4xkaFY6pXPrK4sEbhzXx7NZgtav9bl+JtK9nXZ/jtq3ZYsHA4n/c9L4sv6FTyx+OOTHoM4to++XsC7v85nV3keBSUVmA707BkeneLlyIQQQgjRlwQHBXDb1ee1W0bz0BUf7+1cyJ1vvOSVG6rKKmvQB+iwNdpZ8Nl6z+PJx0x8+GA9kPjQBijX4BdOnsQrs+/BXNkCKCWwguKMqBwqyrYo3zNcA2Fp7tbjinXJ6s0Yow20BNiYkjTkiCs+AowGJbkBtPiEEGHUoFYr/wY3X34O2JTnNCqYltJ934lF7yOJD3HcOpr4OCgprnXSMjZKqck3MDWB/OJyms0t7Y75ZeVGFq3YcIKRes+c/85j/c49/Jy7kRBdAOte2cFZxtGs/e/r6A/5e4uKCAHAz+yD0+1iW+mJNYgqraj23PXbm1Z8hIcqJXy0bg3VLUriw+12k+euwC9ET9WuWi6ZNgVHixOnTbmACDlkBYBafWJvaWq1mluvPAdrhRWXzcWqfEl8nAwvvP0/Fqxfj86gpalMKWE0d8MKTP2U1TwHL6hGxp4a/T2OJTzEpPzB4W7t8eGnJUBv6NbG7/3io5S6r81uik6wufmS1VsoKK/AL1hP9b56VKjY2oHEh9Pp5OI7HkFn0JI4JRqtSsPvZ55HXV4TTeVmfsxZx66KtqsIq+uUBMDBvheb3t7N3oUF9KuOpC6/tZdQrCrUUyqvoZcmPvbsLyQyUfk8qd6nvIeu2LmDp179mD05BeSXlqP113ZJf4+DYiLDsDYqX/AqujDxUVGl7MvP1LqqtPSQsl3dye12s3H7Hux2B8vWbkVn0BKSprwfLcrZxF2Pv8jv7nmS4rKe0+vmVLZh224efO8N3t/9M3d8+xKhw02og9UkBEUQ2I3l/4QQQgghDnXoig+/ED27NAX8Y8l/T/qK4dLqarS+WowaP2oKW1dk9ws5+o2Eer0OS13rTbjh/kEE6A0MTE2kuUK5KTF+XCTltjpC1EZqchoo365cn+fXlh9XrCs37CB6hDJnddOoM4+4XaDRADZllblLpSXCv/XmqPEjM/A1Kfs4P8OfQF/p7yFaSeJDHLeDiQ+9j65D22u1Wpb/72Wyl/3X89igtCQAducUtDtm5u8e4PRrOl+yqKdwu90EJweg9lET5wjF2mBnbNKAw7aLClcmqv73kVLDfHNp9mHbdFR2XhEl5dUYI5RJvkRT5DFG9BxhwcpknNapZktODlfdPZvlm7YRNTEMvVPHh3/8M3+96xr8Db6eibaQ35Q+2vrjO2z98Z3jjmHOUw/w8O1XU51dz56qwjZN1kX30Gm1BEQrk1PF6yvRqTQ0+JqJ7B+Cu9HFveMv4bMr/8plmVO8HGnPEGA0eOqvthzo8aHxVXdrfw9Q3sMH9+9HXVkTNS2NNNssxx50BGaLBUOoMqHdWNJMiNrI9vLcY4779ueV1DU0ETcuAn2gD38ccwGP3Hk9F585hT3z8nG73Ly2el6bMdW1DWg0amJSw3HWOMmITuKHxWt4+7Xv2fVlLk6bk6FRyUT6h+DoxSs+3G43e/YXEhIbiAoV9fmNqFHxy6ZN/PVfb3PV808y4Fal11aEv6nLjhsdEYKtUbkeqGzqulJXlTV1AIRFtyZpKprqumz/R/PNguWMOu92Qoadx5NvfETmJamoVCoai5Xfi09/Xcwn3y7ilief48cVa6iqOTlxifa99MFXJM9UVnla6m30mx6DXeckIzLJu4EJIYQQ4pRyaOlugKZyM7/kbObXvO1ddow9VYW8u+EntpS0P2dktlmoS1BuJhyVrtw4uOXdPdwx/FzCDEe/+Ulpbu7GdmDVSr8DPUEGpiZiNzuwNtjwCdSRGhrDrOiR4IachUp58Iqm2k69joPVUV7/77eEDzCRHhZ31BUpgUZ/sLaWPD/Y2NwTu15Z9f5/U0M6FYfo+zqU+Lj77rtJSkpCpVKxZcsWz+NJSUn079+fYcOGMWzYMD7//PMj7uOdd94hLS2NlJQUbr31Vux2+xG3Fb1Di8WKj4+uU3fZTxo9hJTE1hJEA1MTgSMnPg4qrag+viC9LK+oDB9/JTG08KcNmAKNbUpcHWQKNDJx1GDMVRZULthTeXwNVOcvWUPatGuYv2QNAZEGwv1N+Pv4ntBrOJkO9thoLrfg9HWxpn43r/4wF41OzVn9RjNx2GB8ffX4+eqxNhxIfBjaJj6GDExhyMATK21x13UXYSlW7nS48tMnya4u7tT4sopqr9Xz7I2q6+qJSFFK7zQUNuGucBMQ4w8+cP2UM7jz2guJCQzrsp4EvZ1KpSI81ITD6qTFblMaffuoCNJ3/53NQwemUlOiTG4X1be9233v/kJ+WLy6Q/tpNlswhClLkM1VFlRmFfWWZszHSKZs362shps2azgGnZ4Lh0wC4Ks5s/nrDddQk9PA9vJc6iytF8U1dY2ER5tocVm5cMIkvn3rSR6+4yoevO0KnFYn297O5pkzbyUo0B+7WVlJVtcLEx9llTU0NpnRmbSE+ATgcrixNzrwCdIx+IoUjMP8sdRZSdZGce7AcV123ENXfHRlqauKauXLk9ao8awEK+/kF6rOsFis/PGxl9i+e7/n96zJ3ELG5Sn4x/uhR8f+X5TPgsA4f/xC9TQPsfP0rs+57r1n2dEF/blE55VX1rAkdys6Py1jffuTXhMNBz5+M6P6eTc4IYQQQpxSlMRHa0+6fT8o81yFdRVddozX13zH+5sW8Lef32t3JcnS3K1oo5XVEJOGDWH/8k9Z/u7LXD36tGPu+7cN25MOlJqOCg/BFGhkx+c5PDTyct666H7OGD4atVqN0+rEbXd3euX3j0vXsnZLFiGpgWj0GqYnDzvq9oFGQ9vEh7Ht3MD8m2N58fxwxidJmSvRVodmrC+99FJWrFhBYmLiYc99/vnnbNmyhS1btnDFFVe0Oz43N5dHHnmE5cuXk52dTXl5OW+++eaJRS68zmK14dfBMldHkhirrEYoLDn8g8DpbK2FuHH7nhM6jrfk5Jeg9VPekEsKq/jznb8jKNB42HYqlYoVX75CeIgJZ52TvVWFng8xt9uNzdaxROHn3y05sEPwMel6XU8Eg58vvnof1n62g4biZuInRlIUqiydvGrCDM92Pjqdp3FvdzS7Dg81Mefe+7DUWbE4bfxv+68dHltcVkn0mEu4/S/Pd3lcfVV1bQPGMD98NFosdTY2/7zX85w0pm1feIgJa4uNFrsVt9uNW+vu9hUfAMMGpWKpVZKChYckPrLziug/41r++PF/ePjHY3++N5stnnJ8llobzbVKucNjXTBXVCvPl7XUkhwS3aa27vjhGVTvrceNm1d/mEtJuVKOq7qunvBEEwBpYbFERYTyzJ9u57m//J6sRR+w/svX8ffxJSjA39Pjo8Ha+xIfu7MLUKlV2HUO4gKUpd61xY34heoJTg6kdn8DW97Zw78uvJ2UkJguO25MRCj2Zgcqt6pLEx+V1fWotSrsaifmKgs6t6ZLS2n91jtfzOfVj77h1lf+RU5JCQD3PX45gbH+nJc2jnfOf4DmshYcVifByYGMPL919WZTgIU/L3i7S1+/OLZd+/K46PZHCBschFal4bErr+fjp//G/Jue4rHTruPM9NHeDlEIIYQQp5Cw4CCcVie75+bx2OhrcFiVOa0mW/ul3Y/H/ppSABqsZiqb2662ttsdfL5kiefn5OAo+sVHM3RQaof2fe5p4xmYmohaq0wVRwUoNyeqVCouPXsq54wZx7kjx6NSqUhOiGHjd2+QkZ6EvclBeVMtdruD7LwisioK+GzbkiOW+NpUso/v69cSlGAkaVo0KreK01NHHjW2wAB/aCz1/BwZoG3z/IQkP+6Z3HV9DEXf0aHEx5QpU4iLizvug3z55Zecf/75REVFoVKpuOOOO/j000+Pe3+iZ7BYbR3u73Ek8TERABSWHl4nu66hNZu7cfvew57vDXIKStAdaMx6zuRx3HPjJUfdflBqItX5DTTZLBQfaEj7+XeLCco8h4LiY9dMzC4sJmFSFMNv6o9KoyIpuPeUuYLWO9mdVhdVy2pwWBxodGqMbj+iD2nSrvdRGnUBhBq6PvEBMGvCaIq+LMdZ72RV/s4ONyVbt2U3AB98t4DXV86jrqXpGCNETX0jugAdkcZgwkNN1OU10lzRwvi4gcQc8u8uWkWEmrCYbViddrS+GlBxUmrZDx2YgrlKSXwUHHLn0rNzPkWtUxM3LpLVhVm43Edf8dTc0qLEDUQFhVBTpvSjOFYpo4rqWvQBOprsLYcthR49tD91OY24XW4+27CEa+97ClBWfAREKX83Kb8ZMyA1kQEHVh4GBfh7enz0xhJ3e/YX4Beixw0khyqvs7HU7EkO1e9vYub4UYQd7BHTRWIilSSL1qk+7MvXiaisqUMfpFxjWOptaB2ablnx4Xa7+du/3ubBf7xO1PAwfIboyddUEBwawB53MVEBIdwz5RISoiI5Z9p4KnbUEBBtQBWtpiangZyFRRStraDe0swjC99nR0kuX+9cgdUhK5u722V3/p11O7MIjDMyMTEDo49yh5/Rx4/TUobLKkEhhBBCnFRGf+VaJMhsYGBMIg5L1yY+alsa26xsz60tbfP8Z98tZnNBNk6bk+TSyE73yPQ3+LHtp3cYHdcfaC11BfDWM//HF6/+vc32wzLSiIkMw9Jgo6Kpjtc+mkvatGu4fe6/eW3NPMrauXavaq7n3u9fo5pGBl2WjCHMjwvSxh+xqflByoqPRmhQXnOLXSpsiI454R4f1113HZmZmdx8881UVrbf5LGgoKDNapGkpCQKCo5e2kj0fF2R+IgINaHVaihqJ/FRU9c68bRxR+9LfDQ2mamoqiU9PR6AD5/9c5uG5u1JT46nukCZODpY7mr1pl1YrLZjJn9+Xr6B0oAaEqdEY4xU+nsk9bIVH9Da5+O2i84jpTyayMYgnjjnhjbb6H101O5vwODS0z8soVviUKlUjB02kJLtldRbm9leduz+AwA79uai89cy8raBfLpzCe9s+LFb4usr3G43NXUNqPxURBqDGTNUuYtav1nDP8682cvR9VzhoSasZmVi9eDk8MlY8ZGRnkRLjQXckF9X5nl8W9Z+wvq31oxttlnbG+5hbrGi1SuTkknRkRTlKZ8Bx1zxUVVHZD+lbmvyb1YtGP0NnDFhNFW76wjuF4h9mptV+TuprmvAN1hZXRIXFH7EfQcFGGmptqBFw4r8HUeNoyfavDMbQ5hS2rB/lPK501Rq9jz/yv13895zD3f5ccNCgtBqNbha3MeV+Ph17Vbe++Lw98mK6lqMYcpnmbXehsvsoqq5HucJlhGsq29k1cYdPLPkUx5b9AG5xaX845WPsdrtxI1Tbhaw+NtJHR9Ho9XMDSNm4aNRbmB46bE/sH9RMbX7G5icOJiW9S30I5LcX4qx7LOwqzKfO79/mRdXfsWra75l7/5Cvpy/lOKySvbuP74SlqJ9brebvbmF+EcoEwyDIg9flS6EEEIIcTKpVCrK1n/N5h/eItBowHlgxceJ9EY8KL+ojHuffwWAyiwloZBdXcJt3/ybf6/4CoDVm3fiH+FHc0ULMX6hbVbHd5RWq+Xpc27mX2ffzsjYtGNubwo00lzTgtVpZ+XW7YSktX4n/G3J8MYmMxOuv6v1WHoNAXoDd0w+/5jHCfBXvhew4hWGx/hw4+ij9ysR4iDtsTc5sl9//ZWEhATsdjt/+9vfuP7665k/f/4JB/XCCy/wwgsveH5uaGhgwYIFAAQFBTFu3DjWrFlDfb3yBTslJYWEhASWHLKka+zYsZjNZrZvV5oI6XQ6ZsyYwdatWykrUyZrYmJiyMzM5JdffsHhUO7yHDJkCL6+vqxbt86zrxkzZpCbm0turjLxaTKZGDt2LKtWraKxUZmcT0tLIyYmhmXLlnnGjR8/noaGBnbu3AmAXq9n2rRpbNmyhfJy5e79uLg4MjIyWLRokae007Bhw9DpdKxfv96zr5kzZ5KdnU1eXh4AISEhjB49mpUrV9LUpGR809PTiYqK4tdfW8vyTJgwgdraWrKysgDw9fVl6tSpbNq0yZOoio+PZ9CgQSxcuNCzFG348OGo1Wo2btzo2desWbPYvXu3J2lVW1ePr96H5cuXYzYrkysDBgwgLCyMFStWeMZNmjSJqqoqdu9W7oQ3GAxMnjyZjRs3UlVVRUiQkX25BbjdbhYuXOgZ5/ZpvZN/154cFi5cyKxZs9i1axeFhcoEQnh4OCNGjGDZsmVYLMqHycCBAwkODmbVqlWe8VOmTKGsrIy9e5XkgdFoZOLEiaxfv56aGqWUUlJSEqmpqSxatMgzbvTo0djtdk9vG41Gw8yZM9m5cydFRUoTp8jISIYNG8bSpUuxWpXJvoyMDArKlL4kTrUDrUqN2+Fif8F+9u3bB0BAQAATJkxg7dq11NXVARBs9KW5XLkb4OcNK3DkVLK/QDnO/J+XYFCZ0Wq1nHbaaWzfvp2SkhJsdgdb9pXwyi8/kn5uAo0lzZRsqCTjzGRSjZGecwdg+vTpFBQUkJOTA/TM80ntdqBSqbji3GnkZSu/M1U7c2kIjPKcT1arhYaiZobXJ1OwN4f13XQ+Dc9IZfGXm4mfFMW8lYtIPTPyqOdTtb2ZX/M2kzgl2rPS54fdazg7YTjh/qajnk9hYWGMHDnyhM8ngISEBAYMGNDmfBo5ciQul4vNmzcDykVZTzifRo8Zp3wSacBe18wjd1zCU/93K0V52fzyszI2IyODwMBAVq9u7R8xdepUSkpKjno+9evXj379+rF48WLPuDFjxmCxWNi2bRvAYecTQFRUFEOHDmXx4sWeflSZmZkYDAbWrl3r2Zc3z6fmhjqcauV33PdA4qM8v4i1rO32z6fQwECcTQ62F+awYMECZsyYwY49+0k4q/WOoEarmW0bNh3x8ym/sAifwTrUKhU6l4uGKqW0VEVT7VE/n3ILiggdrixhrs4uZEGR8v528HyaNCSJZf/bSvggZZv3ln+HzWbHobXjq/FF51S1eU889HzaX1SBy+EmwhHE3qoiPvzuSyJ9AnrN+bRo+VoiBytJoYq9+QCe3hgalRptXQNbNq3vlvMpOMCfpupmnAEurA47e7N2d/h8OvP2pwEYNCABm9tMU2k1apWK3PxiwhKULzRqC9RXNOIb5Ed5Qw3b17a+l3b2fHri9S9Zsy+HMXdlALBz7z5QQURmCL5BPrgcLnzCdKB1oVGpmZ48rM359N2cx4iIiKCmrJApD1+Py+Xmo+hwPv1yCf0nxeMKVBE5OIS5u1byn7e/oqXGir9Bj63Zwb0PXo5PnYV0X2W1a2+53uuJn0/NLVYcDidTTxtKHS3U5ZayoGyBV6735PNJvj/19vMJes73Jzmf5HyS80nOp75yPjkcSilYnFDb1NDmO8jxnE+vfrqAjU2FpMyKoyqrjvCBwfx34880Oa3sriwguMbJ/JWrSLgyjsqsFnIrcz3HPN7zKd/pd8zzydLchNWulCHfW5xP6CGJjx/XLsO8R/kdGTlyJD+v2EizSvkdLV5fQezoCKZHDWL54qXA0c+nXTsPNIhvrmTlHZGUlZWyYIGcT6fK+XSsz6ejUbmPVHStHUlJScydO5dhw4Yd9lxpaSnp6emeF3ao5557jpycHObMmQPA/Pnzeeqpp9qcPEcTFxfn+SUUPUfq1KsxGvzY8uM7J7SfSZf+gb25RVRsnNvm8R8Wr+bcm/4MKCWxClZ9cULHOdmWrt7M9Kvu48K/TkFtUPPV7/5+zDHzfl7Jhbf/jcl/GkaIPYA3rriPc276Exu27eGGG87kntsuZVhMa33G3dn5zLjmfgLHGIkYHEKQzh/1Fpj37QpuufIc3nrm/7rvBXaT9Vt3k5NfzJXnH7n51pgL7mD91t3cf8vlPP+3O7stll9WbuTs2//E2LsHc9GgSdw36cilykqqqrh+3j9by5vYIGdhISnnxuOv8+WdSx6Usk3t2F9QwpBLb2bELQO4ceQZ3DjyTG+H1Cs889p/mbP2exImRlG9r57QtCBmz7yeacdoCtcVpl1xD7X9zISkBPLzzf+kqLiCfpOvYtTtg/ALVVZWvHXR/fQPjz/iPiZd+gcsGQ4ik0MZW5fO7Nc+ZMIDQzg7fQx/mnbVEceFDjufjAuSIVbFvGufwOTXtmeS2+3mn298ynNff86AC5MIN5qY++gyTnt4NIkRkbxzyYNH3Hd+URlJk64kKMHIkGvSuHnUWVw/YlYn/3a8o7HJjGnIuUy7cwSqYBU/XP8UvqmnA3Dt02cSaQrmubNu77bjj7vw95jjbZgyA/nsyr8SExjWoXEulwtN8gz8I/wYfFUKPv46pvYbwhOn30jy5KuImBCCT4oPdfPr0cRoCRjmz0vn3sXwQz4HOyvzjBtpCG8hcUo0odpAqh0NlG6uYtDYJOpbmsn5tZh+05XVRMOjU3npvLuOsUfl927Hnlz6J8dz5yP/5sPvFjL0mnT8wvSHbeuj0fHhZQ91+O9ItG9PTgEDTruOSx6YRoW+nm+vnd0tPb+EEEIIIY5X8JBzybw1jYyEJF6/4J4T2teFt/6VndoCooeHseal7Zx272ia3a0rSYwqXwr2lROSGkSGJYGnrr+F4KDuvzZ6+Ok3eH/VAvqfl0jpz5UEZhrxCdTh46dldPwAnpx1I75aH8+2X+UtJ2ZkOGtf3s6wkWmseu9VNOpjFyNatyWLsRf+HgB33tLufEmiFzpa3uC4S101Nzd7slgAn376KcOHD29320suuYR58+ZRVlaG2+1mzpw5XHnllcd7aNFDWKw2/HwP/1LfWfHREVRW12GxtC2Ncmipq+rahhM+zsnW0KRkye0qJwF6Q4fGpPeLw+1yY62zU6mq57Yv/k1ZYw1Rw0PJiSnn7u9fZXvZfkCZMDr/1r8SMEpJemSGJvH+FQ/x2p/v4dzTxvPYPdd322vrTqOHDjhq0gPAR6esprDabN0aS7/4aGxNdlRuFSWN1UfczuFwMO3O+7A67DSWNKOywxCffpRsqyL7p0Ka7RZ+zdvW5fGVNFRj7oJls95UXduAPkgHQKRRmpF1VHioCdeBuqahaUGkhcQyOWnISTn2wNREGsqacbpdFNVXsWNvLio1+AW3fh40Ws1H2cOBUle+Wvx1euKiw3FanehUWsqb29aBdTqdfLtwBQ2NzdjtDmrqGtAFaTH6+LZb2kulUvHwHVczNnYgVTvrqLY04GvywaZ2HDPxmBAbyc1XnE1jSTO4YW9V77nhYsO2Pbhx4wp0MziyH3qtzvPcaxfdzZOn39Stx4+OCKWmXPnMruhEuau8IuWOovTzEtDqNThtLpbnbafKXE9FdS2+Jj06tYZw/yBK9yh3ZK4pzDruON1uN3lFZcQNicBudrDto31oG9REDw+j1tZEoiOC8q2t7/XDYlI6tF+VSkXmgGR8fHT88893cMMFZ+Jca6d/cyzGHD3lq6qpXF9D9ao6bE47/1759RGbPYqOKa1Q/p1segdhhiBJegghhBCixwkM8Mdlc9FkPfEeH2WVNZiijPhqfLA3O9j+vXKXf31hE+cnjafJbSEkNYjBIUm89sd7T0rSA5RSVy3VypyE1ceOf4Qf5vIWmmssrCvaze3f/Nuz7dI1WwiM9Acn2JocBDj8OpT0ABgyIJnTJo7gh/ee6ZbXIfquDv2G3X777Z7syRlnnEFqairl5eVMnz6dIUOGkJmZybJly/jwww89Y2655RbmzZsHQHJyMo8//jgTJ04kNTWV8PBwbr+9++48FCdHV/T4AIiLVmqu5xSUtHm8ulaZPEmMjcTcYjksMdLTNTQppVtsOAjSd6z2fnpyPOGhJhrKm1Fr1dRoGzGNDSR2dIRnm1dWf0ttXQM/LF6Ne4CKyCEhjIkbwEsX/YFQQyCxUeF8987TxEVHHOVIvdtpE0YCMGzQ8d/12xExEcpEqcaqovQoiY81m3fhPjCnuntuHjdHncmfz7+K+JgIyrfXoHLDxuKu7VPzyn+/5prPn+amr/7Vq5voVtfWow9U3kcijSFejqb3CA8x4bS19jq4dMiUDl80nqhBaUmYq5SL971VhezYk6v00FBDS63yPt1wjMRHc4sFjY8ag48v8Qfeq/zwoayxNfHhdDo564aHufKh2Zz30SO8vfZAKU1fpVfH0WrWRkeEUFeoTMSHZwSDCmKPcYe9SqXi7WcfIiO1H9ZaW69KfPy6bisBsQacuDyrIbb99C6LP/k3Rl9Dm0RId4gKD8HaoCSiK4/Rp+VQ27Jy8A3WY4w0EOsOZe/3+bjcbn7avZ5mswW1UUV0YChRYaGU59QQ4hfAyhPov1Jb30hziwVtkIZEYwT7c0tY+cE27E0OTk8dyeTwwUpC5ON9xPmHcXrqyE4fI8QUyJtPP8imb9/irfse5JvZs1n/n9e5dew57FqaS6TdxNrCLJbldn0y/FSwszyPr3b8SmlFDaigkRZSQqOPPVAIIYQQ4iQLCvDHYXV2SY+P0soa9ME+xB/oWVi8tYI1L25n5xf7WfnVNnZ9tZ+zwkbz7wt/f1y9PY6XKdCIuUp5faFpQaAGS7WNiu1Kyanc2jLqLc1YLFY27thDQIQ/Bpdyw1xpRU2Hj+Prq2fRf1/g7Onjuv5FiD6tQ7Mkb7zxBkVFRTgcDsrLy8nOziY5OZnNmzezbds2tm/fzrfffktSUpJnzNtvv83557c2qLn11lvJyckhJyeHd955B52ue7+Ei+7XVYmPg5Neg2fdSHZe60RTdZ2yyiM9Ob7Nz71FY5MyMWh12Tu84kOtVnPahBGeDw6A4ORADGG+lG6s4sy00WRVFpB69jXc+fZLRA8Po39QHE/OuhGtWtMtr6MnevSe6/jlkxe4+YpzuvU4vr56QkyBOJqclDXW4HK331T3h8VrCE4OxFxt4fqzz+Dai2cRGxVO/srPSYqOoqXcytbS/didji6JK7ewlCe/+BiH20lJYzUfb1l07EE9UH1DE9V1DQREK+dHhNHk3YB6kYhQE06b0/PzsSb1u9KgtERqcxtRoeLHvetYv20Pxgjl37ChSEn4HmvFR7O5BbVOjeHAig8AX6uO4oYqypuU5EdWdj4/L99ASGoQbq2bT3ctIWJwCHatk7jAIzcpB2Uivi5fqY8bO1rZtqN/R+OHZ1BX1Eh5Uy11lqYOjfG2n1dsICJNSRyOiFGaEGYOSGb6hPZX4na1iNBgT+Kj6hgrPn5ZuZGM02/g30u/ZE7uD8RPUBqKnzFwNNX76tG5Nby38SeiR4Th0LuICwwjKlx5bUPDkimoq6CwrgJQyh29/dX3vLD4fx1KiOQXlWMI88WtgtOGjuTRu6/H1mhHt1bNIzOuISkuCoBIbTCf/O6vxAUd/fesI/R6HwID/PnDdRcxuH8/vn11ORrUfL1z+Qnv+1Ritzv4YfFq/rHgv7y06hv2VhThG+SDExcJQX33Rg8hhBBC9F6BRgP2FgdNtuNb8VHSUM2ffnqLquZ6KurqUPuqSQqJ8jx/1Zmn4bQ6mbtgBXXZjdx1+gXotSc+R9cZpkAjTpsLjU1NQIxyw+/4/hkUripn/y9Kc/P8unL25haBBtw+bpIP3LRy5tQxJzVWcWo6ObeHij6pqxIf58xozdhu3N56V/zB8lZpSXFtfj6akvIqtmXlnHBMXaGhqRmtrwY3boJ8O5b4AJg1eTSOlsMnyMu2VROtViZ/YidHkDQ9BnutnRcvvNNTM/FUodFomDFhxEm5kyE2Kozm6hZsTgc15sN7GNXUNfDFoqX4Bvlw2fipzHnqAU9cKpWKC2dNonxvDRaHjezqksPGd5bNZuff7/yPiMEhuJxu9BodS/dvPeH9nmzzl6zBNORc7n3jVSKHhBJvCCdWeqB0WHioCae9NRF3MvvHDBmQgr3ZQUuBhY3F+/hx3Vr6DVIuXhuKlERB4zGWc5tbrKh0Kvx9fImLUiaXl85TGkf+euBO+Ow85UJ51JQBnnHJp8cCEBd09CRGdEQo1nobTWVmdAblRotBEYkden3jhg+iqezgipaev+qjvqGJNZt3ET8oAj+tDwMjEk56DJHhwVgblZVnFcdY8fHl/GWUq2r5Zu9KzGorUUNDCdQbuGLCdIL8/dn7YwF2t5PUM5WbHmICw4gMU8rgJeqVJMnKAqUJ3tX3PMmrO75jbvYqXl/73THjzC8uwz/SD4C00Bj+ft8NvPrEvTz14M0AzJgwgreeeZA137zW+b+EY/Dx0fHTB//EqPPDVm5je1lury9VeDI99+ZnXPD7v1JoVhrh7m0qwi/EF4AEU6Q3QxNCCCGEaFdQgBFrsw2Lw4bD5Tz2gN94a/0PrCrYxX9WfIPGqEzfxgeFExulfBd66bE/EH2gSsXoIQMIDOhYpZGuFBaiNDNvKGu9Yeyv1/2Oh26/ynNDb35tOVnZ+RgP3PA4ZdAQNn7/Jk/93y0nPV5x6pHEhzgudrsDp9PVJYmPlMRYzyRDbmGp5/GaAys8UhOVia6OJD6SJl3J0LNuxuVq/878k6mhyYzWT1mF0dEVHwDnnz6BVH0syYZoNr6Zxdr/7GBwdQJNpWYWfbcBt8uNKSWAAB8/XrrwLvz1ft31EgQQGxlGdanyu9den49b//Qv6tzKh/yAiMObOY/K7E9LjfWI4zvr4jse4bVPvyUo3khNdj1+9T7k15VT1tjxZaI9wfbdSq+a8IHBuF1u7h15MWqVfCR1VGxkGCZDa2PvUL/Ak3bs8FATsVFh7FmWD8CoOwahT9cTpPenoVBZ8XHMUlcWC2jAoPMlwKi8P9bub8Bpc7Jk/xagtfyh3ehE1QQVO2rQ+Sn9fY61euPgF4CaHOXcTQ6JJiU0pkOvb8rYIUqfD2Bb6f4OjfGmJas341Yp/T2GRCd7ZfVfZFgw9mY7KqCy6egrPjbv3EdIqvL7mre0hMBmP145/4/4+/ry1ZzZGBr05P5YzHB1ClP7DeGM9FEM7t8PgNde+gYfjY7X1szjmqf+wb6aYs+KMXUHEuH5xeUYDyY+wuJQqVTcee2FTBqt9MdRq9XccuW53VYTOTYqnImjBlOwvQKn28WmkuxuOU5ftHnnPkyJAajUyr9zuaoOv1ClTEKCSVZ8CCGEEKLnCTQasLYoNwcdz6oP14GecIV1lfiFKNc9cUHhrJ37OnuXfIwpKIAVX/6HB269nGcevq3rAu+EkZnpADTVK0mOKGMwaeFxDExN8PT+yKstY3dOgWdFyKCIREYMTkffBfOJQhyLzDKJ49LYrExq+Rt8u2R/yQnKhNT+QxIf1XUNBBgNnhIX1XX1NDQ2c/ND/2TTjvb7JdjtykqJ2vrD78wHpSH4Nz8tx2br/p4IDU3Nnkm69prwHklocBBLP3qR9695iBXv/4dzJ47niTtuYsiAFD75chENxc2oUPGPM25mTP+B3RW+OCAmMoyGcmUSdGvh4auJNm7fQ8pgJTmXHnZ44iM2KgxLnZL4OFqfkI5at3U3QQlGVGoVdbmNrF6olHf5009ve0oEHfTJt4s487r/w+HomhJbXamsUknUxPQPI0wXxOiBA44xQhzK11fP5y896vn5ZNZxBRiekUZDYTMNxcq5EaD249Xz/4i1USl3dLRSVw6HAydKctrfp/UzxOVwU72vnh3leRTWV5KTX4JvsA9NjhZGxqdTuKocHMoEd//ww8+1Qx383ChZX8nUxCE8Navjzb1TEmOJ1AfjtLpYX7Snw+O85btfVhMYZ8SF21Pm6mSLCA3G7QI9Pkft8eF0Otm2ez9+ob7YzQ4atjfx3nUPkRSsLNmfMWEEexZ/ROE3X/DSLX/gidNvpH9YPGdNG8uDt13Bxq17qdyrvM8VhFUx7IZ0z75b7LZ2j7d6405PI/G9hUWEDTQRoPMjOsA7PYVGZfanOrsOoFf8fvUUWdn5BCUqyd4Apx82g4OIAcq/YbzpxEuSCSGEEEJ0tUCjPw6LstKjs30+cgtLWbR+IwClTTX4hyvfm5QVH+Gk9VMqoyQnxPCvv97J1HHDui7wTggxBZI5IJnyrdXQ4ubpM5VVHFHhIVjqbWhQk1enrPgIiDGgVqlJD4vzSqzi1CSJD3FcCorLgdb+HCcqLCQIf4NvmxUfZZU1RIYFExqs3BlaXdvAVXc/wbtfzOefcz496v7Kq2rbffyVD77h4jse4fGXPuiSuI+mscmM9kDiozMrPg41fHAaX82ZTWhwEA/cejkAe+blc3va2Z4GtqJ7xUaF0VjcjNvt5vuNqw97vqq2HkOkHxqVmuSQwxusxkaFYalXJuROdFVGU7OZyuo6xp02CIDHrr2OgcGJWBts7K8t5ZudK9ps/7t7nmTBr+vJKyo7oeN2h9KKavxC9NhUDqYNHOrtcHolXx+9144dEqS8L+/7oYDm7BaePf1WEoIj8ffxA3frig+r1XZY4s3cYkWrVy4/DDrlAn5gqlKGqnyrco78uGcdOfklhKcqJY4uGDWR0iVfsfiOf/G/qx/1TJQfybBBqZwxZTTfvf4UT5xxIzGd7IFy9tRx1OyvZ3dlAfWW5k6NPZmcTiff/bKKtLFKImhUbH+vxHGwFJWPXUN+XTlWx+FJCIA9+wtpsVgxhPpirrbw+H03Eh5qOub+VSoVf/r91Wg0avb9XEDFmhoKV5VhNzswl1toLGymxW49bNxrH33LhEvuYs7H8/ji+yX8lL8efYAPt4w+y2srzEYNUVYB+ql82FrWM0pz9nQOh4N9ecXEpUbgtDmxZym/XwHxBvx1vid1xZsQQgghREcFBfrjtCqJj6ZjlAL+rfufeBWnr3KzWLPTQsKkaAxqPUnBPa/E59SxQ6kvaGKiZRApIcpNzZFhIeAGo8uPzSXZ5BrKCekXSEpI9ClXql14lyQ+xHHJP5D4SIztmjddlUpFv/joNomPwpIK4qMjPImPrOx85i9ZA4DB7+grTQ7eTf5by9crteO37uv+8hINTWb0RqW2fIjfiZfN+N2FMwGw1ts4f8yEE96f6JjwEBMOi5PmihaqafTcOQzQYrHSbLagClCRGByJXqs7bHxMZBj2ZgcqF5SeYOIjt1BJYLiCIMwQxG0Xnsfij55n70f5uJ1u9lQVHjZGpYb88vITOm53KK2oIaa/Mhk9NCrZy9H0Tgd/37qiAXNnXXTGJABe+9O9bPznHAYnKaWIggONuG1uGq1mXC4XA067jntnv9JmbHOLBY1eKcfkfyB5s+TTf/Pecw9Tl9eI3q1jRe521m3NImZgGCpUjIhJJTDAH61aQ7i/6ZjxGfx8+enD5zjjOBvmnTF1NLX7G3AD87JWHdc+ToaN2/dSWVNHQD8DCaYIUjtYzqurRRxIXmxeug+z3crK/J3tbrdx+160fhp0Bi2DYhO589oLO3yM0OAgTpswkpYaKw+feSXVG+pZ8+J2ovNN2FocmNtJfPy0bB2o4NG33uOOx14gekQYsf6hXJAx8XheZpcYOVhZpaJpULO/ppSGHpxY6ynyisqw2exoAzXQDD/P24D5QOmEYTGpJ33FmxBCCCFERwQaDZ4VH02dXPFRUFmBj78OX4sOX5cOl8PFtakzT3rz8o44f6ZybX3WtLGexyLDlRujFr+zAZvFgT5Vj1qr5oy0UV6JUZy6JPEhjktr4uPod912Rr/4aPKLy3E6nTQ0NlPf2KwkPkxK4mPd1t2ebdvr93HohHR5ZfsrPmrrGwlODqBhlJWlB+rId5eGpmaMJqWWuMnPeIytj02j0VC05n+s/vpVjP7Ht4JEdN7BxmH1BU3Y1A52lOd6nquuVWrZu7VuwgxB7Y7389UTYgrEbXafcOJj/4GeBxaNjZTQGFQqFVqtlpkTR9JQ0kxWRYHnPKiqqQMgZVY8j2/9mDpL05F26xWlldWExCjndkporJej6Z1SQmKYPfMGXjv/7pN+7AvPmEzeis+4/tIz2zxuCjTitDpptLZQWFJBXlEZvxZtY1eF0g+kpq6BK/8wG43PgcTHgRUfkeEhXDhLSaaomyC3poz65mb0UT70D48/7lVzx2vssIFU7KhFa9Xw/sYFPbaHTlZ2PqbEAOxqJ6enjvTaBHBQoBGVSkXlrlrcLjc/7Fnb7nYrN2zHEKr8m583bjw6nbZTx/nznVdz4axJXHr2VLKX/pc9iz8iODAAp82Jw+XE5my7umhPbgEDL+7HwGv6kXZ1AmofNdeNmuXVfkJREaEkJ8RQlFUBwPZDPlNO1Mbte3jujc/aXA/1BVnZBWj0auwaJxG+JgB2fJbD3YMv5MnTb/RucEIIIYQQRxAUYMRhPVjqquMrPtxuN+VmZU6rcGsFS/61kbxPSrhgdM+8Afb0yaOo2fodU8a2VnIIDzEBYK60sPbV7Wx6ezf/nnQHlw+Z5p0gxSlLEh/iuHgSH3Fdt8yuX1w0DoeTLbuy+e4X5Q7bhNgIQoOVCeVD+3pU1x3ePNXc0ppBP9KKj5LyaqKGKxPZf//lQ6yO7uv10djUgiFImeAJ7oIVH6A0Rh03IqNL9iU65qIzJvPDe89gL7Tjdrp56Me3yKlWEhBVNfWoNCpcajeBR5mYPVjuqryxBpfbddyx5BaW4mPU4sTVpj79GVNG01Rqxmy3UtxQBcD23cpkWvQI5ff9s61Ljvu4J8Jss1DaWHPYRFxZZQ2GEF9UqIg0Bnsltr5gWvLQLkmsHo/EuMMT38FBAbTU28ipKeGen19j+M39MY0L4o65L3LTu//k/m/msG5vVmupq0N6fJiCAoiJDKM4pwqVRkXU0FDcWhgdm37YcbpbaHAQyXHRVG+oxe5ysqG4/b5S3pZbWEpArPLeMzrOO2WuQFm16Xa7sTc7qNpdx/qiPWwvO7wx/K/rthGXopTITDB1/vph2vjhfPPmkwQYDUSEBZOeHI+/ny9Om/K+ara3XgeUV9bQaLQQ1t+EpkVNqCmQ01NHclrqiON8lV1n+vhh5GwpBmBt4e5jbN1xF9/xKA89PYefl2/osn32BLv25XkSZudPmMDZ08cxICaeS8ZPQaOWrzJCCCGE6JkOXfHRcJQeiL+VnVeMTaPc0FNVXIfD4eSbV5/o0TfABge1nfM69AaniMBg3vrrg4wc7L3vK+LUJd8WxHHJLy5DpVIRF9V1JVb6pyg1yi+49a9cc+8/AKWHiNHfD72PDushDcmrag5PfBza0Ly86vDEh81mZ19eEYGxSqNxl9vNtnYmZtrTYrEy++UP+GXnRhZlb+LppZ8es+57Q1MzvgHKMsRgL01MihOnUqk4e/o4EgMiyf++FKvTzp8XvoPVYaOqth6tr3LneqDvURIfkWFUl9RjdzmZs+Z7fj/3Rd7d8FOnY9lfWIqvSSkNFB0Q6nl8/IgMGkuVC6k9lUq5q61Z2ai1rXd/z8tadUJJl+ORW1PK5Z8+wRWfPsFra+d5Hm82tyg9cIxawvwD8dF07q5v0XONzExn70/5qBxQY2/EGKmcFw6Lg2xHKfvtpUQNC8MnQCnTdWhzc4BBaYmU5yrv34POVMpnTUkechJfQavRQwawe2MBgGfFSk+TV1SGMdIPtUrVbo8hb8j/tRQVKj7c/HObxyur68jKzicuMwIVKgYco0F9Rxn8fHHalC+UZltruav5S9YSGKf8/n1+8yPMv/lpHplxTY94v5k2bhjmKgvNlS38mLXusJUqx+tggvml77/m3Q0/nvAqw55i0459+B1IfKSGx/L9u0+zef7bUuJKCCGEED1aUIA/9mZlHquupeMVGHbnFKAPUuaSLPU2TIFGRg3pvUmD7955iqsuOM3bYYhTlCQ+xHHJLy4nJjIUH5/Dexocr8HpyiRXcVmV57H46AhUKhUZB54DGJCSQFXt4YmPmrpDEx+Hl7ranVOAX6QeH6MOS7UyOVLSUN2h2D7/bjGv/PQNj6/8mNmLP+LHvev4x5L/HrWcREOTGZ2/Dj+dXpo39QGpibEU7iznyoxplDXWsKZwN1U19egONLA/2oqPiNBg6nKV38/Pti9hZ0U+H25eSGMnG5ztLyjBGKYcJyawNfERExmGpVb5na40K+fG7pwCDOF+nm2aDqy8OFlKyqu44cN/0mBREjLf7FzhqWVfWqGcdy5925Urove77OxpmCstrHl9BxvfzKJiRw17fyhg9Qvb2fDGLtwuN/ETIkk/R2lmfrDU1UGDUpNoLlfOCxsOogNCSA+NO+mvA2DM0IHYmuwEag3sLM/zSgzHkltYRkC0P/FBEV7/nLnyvBkAtNRYCSeIDUV7aTzkzrbVm3ai8VFjC3QwNDqZMP/2ywN2lr+hdcXHwQbnLpeL59/+nKBYIyZfI+FddKyuMmOCsuqkfFsNVredVUfoidJZfr56/EL01CeZeX/TQv7009tdsl9v27hjDwmZygqhfsFRqFQqSXoIIYQQoscLDPDHblZucKltaTzG1q0KSsrRBypzbdYGG2n94nrltU/mAKWX57BBqV6ORJzKJPEhOu20q+9nw7Y9xEZ2bUPdwf37HfZYQqxSEmP0IdntASkJ1NY34XQ622x76IqP9kpdLVi+jqRpMbjdbnJ/VUoVlTZ2LPGxdksWQYnK0r3SzVUk+IazpjCrTTPpBksz5kMaVjU2m9H4qgn2ldUefUFKotI02K9WmVxclrtVWfHhp6z4OFoPguiIEGr3N+K2KYmyllorLrebraU5nYphf0EpkfFKWahDEwamQCMqh3IhdHAl0v7CUkLilR4a6gO5xH1VxZ063om44h+zcRsgf0UpCbVh2JwOHl7wNrsq8imtqEHjo8ahdrVZuSJ6vzHDBgJga7RjrrKwZ14+5VurmTZuGH5OPXV5bS/4g3z92/w8MDWBllortiblzqirh57mtYv8GROGA5CzvZjc2jKu//xZLA6bV2I5krzyMvRBPqT1gD45n7z8CKXrvlJ+qHDjdLu4/Zt/8+PedXyxfRmv7p9Hyqw4nLg4LWV4lx3X38/XUzv5YIPzdVuy2JWTj3+EH4MiEnrcF8WYyDB2LfqAmn0HEtWVBce1n0NLfIKScE6YFIVaq0aNiqL6ipO+0q+r1dU3UtZSi1+iL6Ni04kL6tprTyGEEEKI7pIcH92a+OhEz83Ckgr0gT64nUop2ciw3lkaeuWXr1C5aS5qKU0qvEh++0SnLV61CYCLz5zcpfsNMQUSExnW5rH46AOJj6EDPI+Fh5pwuVzUNbT94Dg08bE7pwCXq/XLvtPpZN7G1ZgSAwhpNlK9V5ls6Ogd8Cs37iAkKRB/lS/ZPxZStakOaK3NnVtYys1fPs/1X/6TekszLpeLxiYzKh+VlLnqIy45ayoBRgN3PPACyUFRrMrfSWlNtWfFx28ncA91/y2X884zD3HVyOn4qnTs/U4pm7O5ZF+Hj+92u8ktLMUUofw+HZowUKlUhBqVJIcn8VFQQlSKkhyp36OcKzk1JR0+3onYuiubxmALKqeKKHMwX32wjH5BUewsz+OOuS8yf886z9JdWfHRt6hUKtbOfZ2v5sz2PFa4+gvmv/8sozL703JgZZLd7GCkM4X0sLarOQalJYEbNr6ZxZdXPMoFg7zXwG/IwBRiIsOoyqoDILe+jB1lXdeI+ng5HA4uueNRnv7iv6gSlMu4lNAYL0el/NtHRYQSHmpi3qcrAChqqOLppZ/yyuq5tKhsRA4JRa/RMaMrEx/trPjIKSjBP9wXtwr6d1FJra42MDURA3pwuymqrzr2gN+Yv2QN4RMv5O5PX6G0sYbGJjNNzS1EJ4diqbdBiRu7y0lNJ+4u7EmKSivIPONG7vvPqwy7IR1UcNOos7wdlhBCCCFEhyXERmLQ+4Kjc6Wu9jQW4R/ui1GjVHC4/Jzp3RVitwowGgg70ORcCG+RxIfoFLtdyVZfed4MHv791V2+/4PlrmKjwkiKiyIwQJlMHpXZuuIj1KRM8FbXNrQZW3NI4iOvqIyLb38EgDWbdhIx8iIqfJRkx3BjKm6nm0CdgbIOJD7qG5rYXVCAPtiH8SmDOPe08Sz6fiO+Gh/WFe6mqLSC4dfcSrm5lvKmWl5a9TVNzUqpFpfOjamLGpsL7xqYmsjXc2ZjbrHQsKsJs93KNlWep8fH0VZ8RIQFc+PlZ3HHuPP4z+l/pKGoGY1TzZZOrPgoq6zBYrXhE+SD0cePAL1fm+ejTCG4XW7qLc04HA7yS8rxjdNDk5vC7eVoVGq2FGSTnVd0fH8BnTDn83kERBsYFJrA/TdchsVs48OHf6R/RQwhfgGsaczy9H6QFR99z5hhA7n4zCms/OoVdi36gLjoCPx89STGRVK6qQpro52d/8vhsjHTDrsTf1CaUgIrIiiYiCDv3tmkUqkYM3QAVbvr2PzeHgC29YDER1Z2AYt2bOTHug0kTI7Cx6nl9NSR3g7L4/m/3sn4jAy2f5rN9k+z2fdjgbLyZ7vyeXtW/zFHfb/sLH8/P1z2gys+lBUQBcUV+Eco75GpPWA1zJGEB5twNrsobuhY4qOiqY7K5jpq6xu5/N6/M/CyfmxpzOG+71/j1VXfolKrcPuBn8uH/Oxyz5jeaOmaLezYk8ua6t2otWr+OPgCBkcmeTssIYQQQogOU6vVZKQlYWu2U9vBxEd2dTHViU34mvSkR8exZf7bXHvxrG6OVIi+SxIfolPqG5U366CAI9/dfiKmjx9GUIA/2356l9wVn3kez0hPYvKYIbz6xL2EhSi1un/b5+Pgio8X/nYXAMvWbsXhcHDeLX/B5rITOSiEBP8IBkYnAGBA36EVH0qDVOX1Zkb247qLz8DpcBLqDmBnRR63P/sCkZnKXesGjZ4VeTuobmhQJsRV0ti8L5k5aRSzJo9m7ocrGByWRL3B7Fm5cLQeHwepVWrSE+OIj4nAXGZhf03pEZva5uQXc/ldf+el77/ioR/fZHdeARofNRZfG/3DD+95EBMZir3FQV1LE4WllQTEG3DrIMQaQHVNA/EB4Wwuy+aaD5/hrwvf9TRB7w7L92xHpVYxOT2Ti86YzNCBKQC8/fYPbP5hL06ti/RzE9CpNTKR1YdNGDmYgamJnp+HDkzBXGmhf3EMhT9+wYSRgw8bExZiIjkhhuEZPaMO7Mt/v5tJozNpLjejdqlYtmert0Niz/4CIocqCcPybdVcEjaJCKPJu0Ed4tqLZ7Hsi5fY8P4cbGV26rOaqNhRQ+7iYlxFTq4dPrNLj+dv8MVhVVZ8HCx1VVBSjl+IHoD4oIguPV5XiggNpqXWSnFD1VF7hrndbt753w/87rOnuOS/j3Pei39lwBVJGEJ9qd5bR0ljNfPz1hE5NASXyk2w1khzjdJfpSM3ePREWdkFaH01hKWbSDJEctmEad4OSQghhBCi0wb374el0Uq1ueHYGwPZpa3lqcP8gxgq/TGEOCGS+BCdUt+olNEJCuieyfz/u/1Kitb8j5ADqzoO0mq1/PrFy9x57YVHXvFxoLn52dPHcv0lZ1DX0ERWdgFVNfVc/LspoIGLhk7yTMS5zG7qLE2eiZIjeeOTeYSlmQAYEz+As6aNQe+jY/fP+ejUWmr6NRMxOIT6wiaCa/2xOGx8t2k1PgFKMyrp8dG3/P6a83G73TiqlYRFSILy+9iRxAcod5FPHj2E8twanG4XBXXl7W734VcL+WHtGr4qWcGawiz+9c0XhKQG4cLNtH5DD9s+OiIUR4uDmuYGftm1iYEX90MFnDVgtLLBHhdOmwttuJYVedt5e8P8zr/4DqiuradBo0y4ZUYl4+OjY8uP71C37XtuvOwsCteVU7SmHLVNxd9nXk+8qedOSoqudcfvzue1J+7jP3+/m6DAI78vLv/fy3z4wl9OYmRHFh8TwUcv/AW3C2oKGsiuLWbOJ/NYkbudlfk7Tno8X/24jHe+nk/YABONJc3s/b6A688946TH0REpibHkLv+Uyk1zOWvaWOzNDgIL/Aj3N3XpcQx+epy2tj0+Cksr8A/zQ61SERPYc1eVRYYH01DRjMVho7rlyF+GH33hXR74z+tYXUrvG3W0BkOoHwOccez6MpeNb2YBEDdWaQAeHRCilLsCyptqOx1Xs81yzGuj7paVnU/YgGBUGhVXju6d5R2EEEIIITLS+mFrVm5QtDvsR922tr6R6//8TOvPvbRkqRA9iSQ+RKcc7KsRFNg9Kz40Gg1G/6NPIB9c8bHvNyV7Dq74CA4KIDE2CoAV67cD4AhW7qSclDSY9H5xqNVqmqqVydmKo0wKFBSXs2ztVqIGhZIQFEFsYBhGfwOnTx7FlrX72PjJbrR6DSq1CusOK2sW7gTg9V/mkXqmUld8QERCp/4ORM92xtQxGP392Lk5DwD/GOX3NfAoPT5+a9zwQTRXKOXQvl2zst07fbdmZRM9orXnTa61jIjMEFTA5KQhh20fHRGK3eyksqmeN9Z/DyoVV8RM48rTZqDVavjovYVseGMXa1/eTqg2kP01pZ141R23dksWQfFG1Kja1NYPCjTy7nMPM//dZ8hfWsYfUi5gclJmt8QgeiaNRsPvr73gqEkPUBo//zb57U3REcrEeW1uIxofDX95523+8vO7/HnBOyc1DnOLhUt//xi5/hVo9RqK1lZw57UXYvDzPalxdEZEWDD+Bj+GHbhTTe+j6/Jj+Pv5Hdbjo6CkgoBwA1HGEHw02i4/ZleJCDVhOdD35kh9PpxOJ/9+53+eladbP9qLcb+eDy97mOd+dzunTRyBucqCpdrqWeWSHBaNtV75Yl3W2PHEh9vtJrugmFu/fJ6bvnzOq8mPrOx84jMjUKtUTEw8fHWYEEIIIURvMHXcUKXBuQp+WL72qNvuLyjBx7/12vW64ad3d3hC9HmS+BAddtFtf2PUebcDYDrGxFV3SkmMRaVS8cCTr7F09WbP40VllWi1GkJMASTGKXc9Ll+/DVRQqa4jLTSWSGMwvr56UhJjqCyrA6DJZjnisTZu34sh3BeXzs3Y+NYG63+/9wZuu+o8anMa2PNNHn8YfQEXjJlI3t4y6vIaCR8UTFC8kSuGTJPJ3T7Gz1fP2dPGsXVDNgBqndKjwOjjd7RhbbRJfBSv5rnlXxy2zdasHEz9ArDU26jLbyRsgImQlEAmJ2QSYji8b0x0uFLqyoYDvwhfrLlWLp8wlaBAI2dNGwuA2+bG0eLEVmunsrmeRqu5068fwOV2tft4YUkF9zzxMkEJRlKDYtudcDxz2lgad87nsnOmHdexhTjZ9HofggL8qd5TB0DqjNZSc2a7lcK6CppsLd0ex7otWej8tURkBFOT08Dmd9/k5b//sduP2xX+fOfvuON35/Pio3/o8n0rzc3brvgoKC5HF6gl3hTe5cfrShGhwbTUKDFvy8+hsrmO/21f1uY9dm9uEc1mC0MnpKJyq/jbddcyd/YTJIVEERRo5Os5TwBQtr3aMyYjrh+2Jjsqt+qIKz427djLmAvuoLisEqfTSUlNFTd/9Tw3/fQvipqqKGmsZs7a77rx1R+Z3e5gb34RvjF6MqOSCerEjQVCCCGEED3JiMHpnDl+DAC5ZUe/+bCkvBqdv3Kj0H3pFzMsRspcCXGiJPEhOsTtdjN34QrPz93V46MjBqYm8uP7zwKwaOVGz+N79heSmhiLVqslMbY18REY54/FZW9zx+Cg1ETKypW61webobZn+579BMYqr/XQD52Rmf154+kHqNg4l2WvvsTlw6dx2TlTAdg3vwBsbjICEvn92PO65kWLHmXE4DRaalvvhDX6+KFRd/ztdOjAlDbjv9+9ps3zdfWNlDbWYAj1pXZ/A7mLS2iptaJzabhvyqXt7jMxLlK5k+SAL//6OGEhJgA+euEvvDL7Hr6e8wRx0eFU5CsTYVc8PJs3fviOS/77OJtLsjsU+/6KEi76+DG+3bXysOeenfMJNeom1Fo1M/uPOOI+evId6kK0p8Vqo6XGip/DB99wvefxSx5+lGs/f4bnfv2822NYtWknpiQl6Vm5q5a46Ag0Gk23H7crBBgNvP6P+0mMi+ryfSuJjwM9PmxWGhqbsahsoFERF9TTEx8mmsqUpNkTH3zENR8+zX9Wz2Vd4R7PNpt27EWlhha9jcFRSfzfrVfic8jKmcAAfxJjIylcXU7zXjPJIdGMSk0HQGtXk3+gnGJJQxW3ffMCP2cr102ffLuI9Vt3892iVfzln28z6+mHyK5prSkNsGDves8qmpOlxWJl0OnXEz7IBBqYmJhxUo8vhBBCCNHVEsOV8s5lDUfvvVZcVomPUbl58OxJ47o9LiFOBZL4EB1SVtn2DdqbiQ+A6eOHo9Vq2LEnFwCbzU5OfjEDUpSyUgcTH0WllYSmKaWxJia1fnkelJaEvUWZJG6x2454nG27czyJj4HtlKwKDzV5eoaMzOzPzEkjufPSC/n5jud4/ap7UavkFOuLBqQk4LK7cDmVElVh/p0ry+Pjo+OSM6ew/xdlkikmoLUG/e7sfIKHnuf5vXVXu2gqNTPZnsH3N/+DUEP7x5o6dijnTZ3g+TnxkN4ZQYFG7rruIs4/fSIZaUnk71EmwraX5/Lf4sVUNtexOGfzYfsEsFptmFuU5GB5ZQ3nPvMXaluaWFu4+7BtSytqCE5W4puQJJNVou+w2ZSyQROCBrV5vMS/BpfKzYq8HTRau3fVx8oNOwg5cH7NefC+bj1Wb+Lvd0jiw24hO78YvxAludqTG5uDUgrM1mTH3uQgbICJFo1yPbK5tDURvWnHPgLjjNjcDkbH9W93P2q1GtwwRt+f9y99iIiQYEyBRuxVDoobqnjhp/9xxdtPsruykBdXfk2DpZk1m3ehM2j5IWctn29YSkhaEHX7W+tIjzUMoMVhY2X+zu79S/iN9Vt3s7+4lJQZcRh1fpzTX770CyGEEKJ3GxSlzBllW0uOul1JRTU+/jr8ND7otV1fIlaIU5HMyopjcrlcrN28q81j3dXcvKN8fHSkJcWxc18eADkFJTidLk/iIz66dbIjrL+JMEMQ6aGt5UkSYiIOKY1x5BUf23bvJzQxiAh/ZR9Ho1Kp+Pnj53n+b3fKh1Qf1z9Z6V1RsaMGH5WO+ya2vwrjaL58fTZnJI6iNreBOkuT5/EFv64HFcSMCsdf50u0KgSAwen98NPpj7Q7NBoNQ9NTAAjy9UelUrW73cDUROqKlcmtftNjPI8XN7RfX/6yu/7OtCvvBeCJjz8ibEAwADk1h1+0VdbUERRpxE/rQ3wPv9NaiOMxMTGDe4dcTP6vyjL1oHjls9DucrIsd2u3HdftdrNuaxbhKcEkBEVw0dTJ3Xas3sbf4IfL7gK30pR7wbL1nl4XPf19KCpceX+vL2pC59daGnBj8d7WP2/fQ+QAZbtxCQPb3c+QAcmAkgA/KDUpltK9yvv63IJVuP3c1GQrJQ4/37qUjdv3Ejs2gvroFhLOUFbifHLvX3nxtN+z/vVdVOysQYWK5Xnbu/AVH9uGbXtImhaNxqDh5tFnEaDveBlJIYQQQoieaEJyBrX7G6jUN1BUX3nE7YrLqtD5awk5ws2OQojOk8SHOKYHnnyNi25/pM1j3uzxcdDg/v3IyS9hy859XHLHo0DrhLRe70NibCQ6fy06fy2Tkga3mQj2N/jhtB9shtr+io9mcwu5JaVog7TtrvYQp66UxFhAKWv2+PBrGX6ctTcjw4Kxm52Y7VbsTmUF0sYdewnuF4BfiJ5LBk8mPVH5nc5ISzrm/g727EgOiT7iNoPSkrA12SnfrqzisjbY8LP6sK+6+LAm6263m1/XbmXznn088sN7bDXk4nK4sFbYKG2swfyb/jiV1XXoA3WE+QcdMfEiRG807+2nOGvaWCaPHsI5w8dSvK7C81zlLqV03Kbifd12/JLyKmoaG1EZVKSHxx17wCnE36Cs7tDa1ZQ21vDdL6sIilRWavb0xMfIwekEGA2Yq5T3Uku9DX2tln1VxVSbG7DZ7KzbupvIQaGE+AWQHtb+v/1bz/wf7/7zYa44b4bnsdFDBlC8u/WLdeAuX3b+bz8am4pvd63CYrMREGMAoGhtBfeNupjBUf0YkZJOvCmcBT+vIzoghNzao9ei7kr7i0r4rmktsaMjGBAaz4WDJp60YwshhBBCdJegQCOVO+tABXsqC4+4XXFZJXqjjnDj0W+6FUJ0nCQ+xDG9+O6Xhz3m7VJXoNwB73a7ufH/niUrOx/As+ID4MkHb8be7CDnw0JuHnVWm7H+Bl+cVmXFx5HqV6/bspuIISGggpGx6d30KkRvpNMduDPXDUknULM+PMSE40DJtYYDSYuN2/eSMEjZ55R+Q7jxsjO57uIzGJ6Rdsz9XZ45jdFx/fnT1KuOuM3AVOUc2Te/gOF+KeyfV4S12ka9pZlqc0Obbcsqa6hvbGbwlSksK96Gtd5G9oIiyrKUJrr7a8vabF9VW4/WoCHMXy7URN9y3swJzH//WfR6H/R6Hww+rQ21s38qxKTzP6w/QlfampWDr8kHgNjAsG47Tm/kq1f+XtQWFYX1FazZvIvY5HB8NFoijCbvBncMer0PQwemULq5Cl21BttqK/mbynDj5urnn+SnteswJPqCAWaljTpi+czwUBM3Xn5Wm4Tz+BEZtNRYaa5oob9/HD+8/AzDBqZStrWGBruZ0LQgguMCaSoy89q1d3PRiNZVRLdeeS7lVbXorBoK6ypxuJzd/ncx+6UPGHPTnTj9XTTub+bps27pVO8sIYQQQoieSqVS4WtXqoKsKcw6rMfnQSVV1Wj9tIT4yYoPIbqKfKMQ7XK73ezcm8vG7a0NNg/2zYCekfgYOlAp67Nll1ILOzUplswD5R4ArrloFq89cR+fv/wYQb5t4/X38/Ws+DAfIfGxdMMW4idEEqgzcFb6mO54CaIXS05QykRFR4QeY8sjiwgzeXrN1FuaaWo2k5WdT1iiCZ1aQ7/gKCaNHsIHL/y5TTPbI+7PaOL5s+8gOiDkiNsc7Enjdrr55+W3ER8QQWV+HQD7qovabLtrXx5BCUYCYvwp3VxF0HY/rhg+jcYyJUmTU91a7srpdFLb1AQ6FeHHKAsnRG+3/IuX+duY3/F/Ay/DYXHiZ9dTUFeB1WGjxWLlpXe/9PQF6Qpbd+XgF6yUb4oJPP73nL5IrVZj8POlqbIFm9OBT6AOXZCO2MDwXtFn66bLzsbWaOeCqPGMGzCQ7PWFWBtttETaeW7H/0g9Mx6dSsNVQ6d3ar/jhiv9aDa9vZtnzrkFlUrFaRNHkLtWSdDFT4zCrXFz69nncOa0sW3G3nzF2eh9dBTnVOJ0uyiqb78U4rHk5Bfz2qpvueLTJ9hWtv+I29lsdp74z4eEpitf8kOrA47Yz0oIIYQQojcKUCvlOxfs28A/f/283ZJXFQ11AIQYAk5maEL0aT3/G6Hwig++/InBs25k1Hm3A/DaE/fxyycveJ4PMBq8FZrHhJGDPX+ePGYI+5b+F39D21rQv7/2AqaOG3bYWH9DazPU9lZ8PPfGZ7y7+id8/HXcMGKW9OwQh9n0/Zvkr/xcaSp7nMJDTNjNrYmPLbuycbvdqAIhJTQGnUZ7jD10XmhwEH++83d8+frj6PU+pCbFUrhbaXa+szzfs11FVS0ffb2Q6JHK3eXFayu476bLSE6IpulA4mNHea5n+5q6RnyMSryy4kP0dUMHpXLWmLGMHaj0XLBW23C53eTWlvHHx17i3tmv8O93/tdlx9ualY2vSUl8yIqPw4WYAsjfq6xA84/wxYy1x5e5OujGy89i3bdz+MP1F3H65FG4XZD7Swm1+xuwNtrQ6NT836TLCfbr3Bfg1KRYIsOCyUhPItSkvCefNmEk1gY7TWVmAqKV67iBEYmHjQ0xBTIwNZGyPKUkYt5vVvd1RG5hKWNvupPPdiyltLGGH3avPeK2+/KKcKncxAwOJ1QbyOt/ua/TxxNCCCGE6MnCAoOwNzk8P5c11rR5vra+kRaVMjcVaQw+qbEJ0ZdJ4kO0a1d2fpufJ4zM8DThBE5osrerhIeaSD/Q02PYoM71WPD38zukuXnbxEddfSMP//MN4sZG4Gx2ccFgqTEtDhcUaCThkFVQxyMitLXUVb2liY3b9+Jj1GFVOUgL7b46/k89dCuXnDUVgLSkOJrKzfiotewoz/Nsc+/sV/h0wWLC+puo3d9AS42VM6aMJjkhBnuzA5PayIbivZ6+IFW19fgEKAnCcEl8iFNEeKiJASkJbN+QA0B2dQkr1ivNoBubzV12nB17c4mINwEQEyArPn7ry9ceJ1ir9B4LGxCMGzfxpt6R+AAYPXQAarWasw6svKjcVUvedyVUz6/l6tDpnDmw86tOVSoV899/li9e/bvnsenjhxFgNFCTo5Q1NPr4Mv4IDdNTk2IpylZ62eTXKcnxqpo6bn/hBc55/y8U1lW0O+6g+UvW4B/TejPK2sIsXG5Xu9vu3JtHzMgwnGoXN4ybRVo/6WMjhBBCiL4lLCQIN609NUsaq9s8/92iVegDlRKukT28XKsQvYn3Z69Fj1RaobwJ//j+s/zp91eTOSD5sNUUPcGkUZnAcSQ+jrLiY/22PYSkBKIzaDkrZXS33HUvBEDEgebmAPUWM+t27CYkTSnvMTAi4WhDu0xaUixuF0ToTOyqyOfNr75j/u61LF63iajhoajUKh696Fr2L/8UjUZDcoLSON3Q4kO1ucEzIVZZXYf+QOIjzN90UmIXwttUKhVXnjeDor3KUvWsigJKDnx++vud+GfmmoIsPti4kNzCMgLDjeg1OikB1I6xwwdx3oQJAERmKjdpTEwcfLQhPZLBz5fUpFhAKaeWs/RT7rrqouPe34jB6QxKS/L87OurZ1Rmf0o3VuJTpeHtix9Ar/Vpd2xqYizNVRbUKjW7KpSbYS649W9kGQtptLWwsmDnUY+94Nf1BMUbcdqc6Ms01LQ0sreqqN1tl+VsJX5iFMF6I2f1H9vuNkIIIYQQvVmoKRCXo/UmkJKGtomPr378Fb8DK7wjjUcuXS2E6BxJfIh2lVXWEGA0cOa0sTz98G09YoVHey4/ZxrhoSZmjB/eqXH+Bl9wg8qlOizxsXbLLsIGmgC4dcY5XRWqEIcJCw7y9Ph4fsX/KBxQTdpZCQTqDcxI6dzv9PE62BfHVevC4rDxds6PPPPrZyRdFkvCyEhCfAO4ePQU+sUrCY+0pDgMfr6U7VGW5m4pVe50V1Z8KBNosuJDnEquOHc6tkY7OoeGbWX7aWxSVnqUN9We8L7f3jCfdzb+iDpIhSZATUxgaJsG1qLVJdOnULWnDoAQvwAy2inh1Bss+/wlPvvPowzLSOuW/b/6xL1EB4Xy+KzriTlK2bTUpFhcdhcx+hC2lGSzdXc2O6vyPM//9sv6ocwtFpau3awkPmqdlG5Xtp2/Z51nm9c/+pYpl9/N95tXs12fj9vp5tHp1+AjN5sIIYQQog8qKKkg6+tcKnYo36MPvZZyu90sWrmRxJQoAKICpNSVEF2lZ85mC68rrahuU9rqoLL1X1O+4RsvRNS+M6aOoWLjXJIOTMp2lL+fLwBqt6pNqatvd63kF9sWIjJCGBSeKLUVRbfy8dERbWo9zxqKmwG4ZvhMDDr9SYlheEYasVFhbFm6D8DTR8AnQIfKoGZK8hA0hyQ+fXx0TBw1mM1r9gJKCZQmWwvry/d4asZHyIoPcQrpn5JAcFAAtko7+XXlaP009D8/kU3BOeypKjzu/X69aDl7K5U75BMmRWHXOUkPkxJARzJqSH9mBA5jcEASf5v+u16bIIqJDOOK82Z02/4HpiaSt/JzJh5YMXskqYnKypNAq4EWh43/zP2GqGGtZdb215Qccexbn36PKkiNSqMi0O7Pns0FpIbGsmDvehqtLQC88uE3LF+3jdk/f4TD5qDp12ZGJvTvglcohBBCCNHzXHHudJrKWtgzLx8sraWucmpK2F1WgLnFgp/JBx+NDpOv0cvRCtF3dCjxcffdd5OUlIRKpWLLli0AWCwWLrzwQtLT0xk6dCinn3462dnZ7Y7Py8tDo9EwbNgwz385OTld9iJE1yutqCE6/PA64pHhIUSE9f5kgKdsl0MpdeV2u5m/dA3Pr/gSZ4Abt8PNfZMu8W6Q4pTw6fOPtv6w3sltMWdxRea0k3Z8tVrNxWdOYc+WAs/d0ru/zcNpV5bhTkjIOGzMtHHDaKhqRqvSsGHfHv676RdWWncRNsBEelCcNDcXpxSVSkVm/2SKdyvlrpJPiyVisJLQ3Fa6/7j2WVVTx23//BeoADeEppsAyIzq1xUh90lqtZpXHruH1666h1FxMoF+olISYwCwltoA2KHOJyIjBG2jmvqCJnKqSz09ng7ldrt57s3PiBscAUCyMQqHw8mEiIG0OGxsLN4DQLO5BVNSAL4mPZGWYN762wMn6ZUJIYQQQpx8111yBrVbv2PS6EyaqswU1FXw9vr53Pjlc9w9/1VUanDrlf4evfUGHiF6og4lPi699FJWrFhBYmLbsgG33XYbe/bsYevWrVxwwQXccsstR9xHQEAAW7Zs8fyXkpJyYpGLbmO12qipayA6ou/WFdTptOh0WtxONy0OG3/71ztcM/spAOryGhnn6k//8HgvRylOBaMG9+eeCRfx8nl/YMv8d7jm3Fkn/ULn1ivPBWDPt3mE5PhTubOW8q3VGDW+DI85vH/O1LFDAWiptbK7rJAv1i4FwGlzcfeE469HL0RvlTmgH6VZVbhdbiKHtN40cKSeBsfyzzc+IyhBudPLnmPzPD4kKvnEAhWig2IiwwgNDmTDyt1MCc9EF6iUoMrwS6S5ooVmu4Wydsq5lVZUU1xWRVxGBEYfP4bHKZ8hq5cqPUH2VZdgs9kpLK1k1JkDAHjljrsZN+LwJLsQQgghRF+hUqkwBQUwYcRgagsasThsfLj5ZwCsTjshaUHYtA6pOiJEF+tQ4mPKlCnExbUtr+Dr68vZZ5/tmaAbN24ceXl5XR6gOPnKq5QvstERh6/46Ev8/Xxx292YbRbmLVpJaLrSMDb7p0JuPvNsL0cnTiWXDJ7CsGjvJYMzByRTuPoL3nv2T3z2+CNEhAWTs7CIJ8fegF6rO2z7YYNSUalU1Jc14hesx+7npGp3LZoVMCReJmbFqSezfzKWOhtlW6oAaN5rxtXsYm9Vcaf35XK5+Oy7xfhH+uGwOFn3TRYOi4MAHz8STBFdHboQ7VKr1Vx61lR27MllxWdbWfPidp4dfwvnDR5PXX4jALPnfkiNWfnzz8s3MHfBcj7bsISoYaG06G2Mik1nVKay+ua9935Eg5rs6mIKSspxuV04TC4GhCcQe5ReI0IIIYQQfcld111I3tIS1r26k83v7eGK0CmoURE/PhKXyk1MYN+ehxPiZOuyHh8vvfQSF1xwwRGfb25uZvTo0YwYMYLZs2fjdDq76tCii5VWKLUG+3riw+Dni9PmosVuZXdOATEZEbiaXQxJSGZAau9siirE8YqLjuC6S87A11fP/TdfRkJsJANTk9rd1t/gR2pSLObq1v44tbmNnD1lzEmKVoieZcgAJXGpL9Bx+eCpqPLAUmUlv64Mi8N29MG/sXZzFoUlFYTGBWGusuCyuyhaWMGjp12LWiWt2cTJc/UFMwFYtnYrcWHhjBs8iJGZ6VTvqae5soWdLflc8ckT1LU0MevaB7n9P/9mbvEq0s5OAODCjImMzOzP+//6E26XG3+3nuzqYvYXlBIQ449T7WJc/ABvvkQhhBBCiJMqITaSR+++noSQCHRmDf/69+dE6oMJiPEHIC001ssRCtG3aLtiJ0899RTZ2dn88ssv7T4fHR1NcXExERER1NTUcMUVV/D888/z0EMPtbv9Cy+8wAsvvOD5uaGhgQULFgAQFBTEuHHjWLNmDfX19QCkpKSQkJDAkiVLPGPGjh2L2Wxm+/btAOh0OmbMmMHWrVspKysDICYmhszMTH755RccDgcAQ4YMwdfXl3Xr1nn2NWPGDHJzc8nNzQXAZDIxduxYVq1aRWOjcqdbWloaMTExLFu2zDNu/PjxNDQ0sHOnsrxfr9czbdo0tmzZQnl5OQBxcXFkZGSwaNEiTzJo2LBh6HQ61q9f79nXzJkzyc7O9qyqCQkJYfTo0axcuZKmpiYA0tPTiYqK4tdff/WMmzBhArW1tWRlZQHKSp2pU6eyadMmKiuVeuTx8fEMGjSIhQsX4na7WbVFaVrs76vz/L0DzJo1i927d1NQUABAWFgYI0eOZPny5ZjNZgAGDBhAWFgYK1as8IybNGkSVVVV7N69GwCDwcDkyZPZuHEjVVXK3bEJCQkMGDCAhQsXesaNHDkSl8vF5s2bAWVp4KxZs9i1axeFhUrD2PDwcEaMGMGyZcuwWCwADBw4kODgYFatWuXZ15QpUygrK2PvXuW1GY1G/A2+WM1W1A41ukAtbr2b8zPHMzAtwPO6R48ejd1u9/S20Wg0zJw5k507d1JUpJQwiYyMZNiwYSxduhSrVZkIzsjIIDAwkNWrV3timDp1KiUlJezbpzSRDggIYMKECaxdu5a6ujoA+vXrR79+/Vi8eLFn3JgxY7BYLGzbtg0ArVbLaaedxvbt2ykpUZqLRkVFMXToUBYvXozdbgcgMzMTg8HA2rVrPfuaPn06BQUFnh47cj7lAd17PgEMHz4ctVrNxo0bPfvqyefT2IExDH3kRn5dtvSI51NKfBSbalr7F9TnNJN6vclz7iQlJZGamsqiRYs828j5pJDzSdGXzieX283f/ngtowclom904m62Ul9sx5Doxze//EgIvkDHPp++/HkdOoMWp8aFuUppBD0jfTCjYtLbfCbL+aSQ80nRHedTc00p08cMYsm6XVx9wUxWrFiB2WwmPDiQ7B8LGXJNGlbsvPj1h2h81CSfHovL4sKtgQR9MM05ZRCTRlyo0lfNXG6mQdXCBff8lX7TD3ypL2mgqqqqW6/3Jk6cyPr166mpqQHk80nOp1Pr80nOJzmf5HyS8+kgOZ8UPeF8evSe67jq7PH87fl3+erndfQvjIcDC7urs4tYULhAzic5n+R86sTn09Go3O11JjyCpKQk5s6dy7BhwzyP/etf/+Kzzz5j0aJFmEymDu3n008/5ZNPPuG7777r0PZxcXGeX0LR/V77aC53PfIiP3/8L2ZOGuXtcLrN8LNvQZ2pxT/Fj/2/FJN8WixPnn4jU/oN8XZoQvR4s1/6gNmvfcCZ143jvXsfIlBrQK/38XZYQvQIV/7hcZbkbaX/+Yn8Y9ZNTE7K7PDYWx7+J1+u+ZUhv0tDt1/N4s82UrLuqz6/ClP0XHv3F9IvPhqdTrlfKm7cpRSXVaH11TD+fuWaydZkx8eoY+8PBdTvb6Rq/Tz8fZWEn9vtJnDw2Yw6awDOdLA12/Hx19EvMIp3L/8/NGpZySSEEEKIU8/KDduZdOkfiR0WTvLZcaiAn258Bj+d3tuhCdGrHC1vcELfNF544QU+/fRTfv7556MmPSoqKjxZKqvVytdff83w4cNP5NCiG+UXKdm1xNgoL0fSvfwNvthalN/L8IEmVKjabeQshDjckAHJOK0uJgVnEO5vkqSHEIcIDgrA2qiUuKpopwH00RSUVBAcEwDA3268hv3LP5Wkh/Cq9OR4T9ID4LarzgPAYXFitCjJDR+jDmuDjYodNYQYAj1JD1Du6OsXH03hlgrcDjc+/joMzT68fekDkvQQQgghxClr/IgMIsOCqc5X7s6P8AuWpIcQXaxD3zZuv/12T/bkjDPOIDU1laKiIh544AHq6uqYPn06w4YNY+zYsZ4xjz76KHPmzAFgxYoVDB8+nKFDhzJixAiioqL461//2j2vSJywghIl8REfHe7lSLqXv58f9cXKstyAGH+GRicToDd4OSoheodzZozn6Ydu5darzvV2KEL0OCGmQKwNBxMfdZ0aW1hSQVi8CYDMuGT6xUd3cXRCnJi/3PU79i39GF+9D7+8tYGdX+Sw9d293Jh4BtFhoVxy1pTDxvSLiyYnu5iKnUr5gWeuuBWdtksq7gohhBBC9EpqtZqRmf2x1NpoLDUzJra/t0MSos/p0DeON954o93Hj1Yla/bs2Z4/X3zxxVx88cWdDE10N7fbzbgL72TE4DRe/8f9nsfzi8uJDAvG17dvZ5r9Db6UrK0kfkYUGp2a01JkFZIQHaXTafnTnb/zdhhC9EjBQUasDcqKwvJOJD7cbjcFJRWMPnMgBh8/Qg2B3RShEMdPq9WSmhRHVHgIeUVl1DU7eeXxe7jjsvO547Lz2x3TL15ZRZyzqIgZycMZJitshRBCCCEYkJLA/CVr2PLeHlY9/LK3wxGiz5H15aeQn5au5bEX3vMkrKpr61m3NYs5/53HtwtbmxXlF5eTEBvprTBPGn+DL06bi6qsWnzUWuntIYQQoktEhoXgdroxqPVUNHe81FVtfSPmFgsYVfQLjkKlUnVjlEKcmLwipfnhvx+5i99fe8FRt01OiAHAaXUxNU2ut4QQQgghQEl8HOTXx28+FsIbJPFxCjnrhoeZ/fIH1NQ1AJBbWOZ57s1PvwfAZrNTWlFN4qmQ+PBT6k9Xr6nnoyv+TLBfgJcjEkII0RfERCo9OfRuXadKXRUUl6Pz1+LSuEkK7tt9tkTv9/qT95GRnsQNl555zG2vOHc6F585hdSkWKaNG9b9wQkhhBBC9AIDUxOOvZEQ4rhJcd1TRFZ2vufP2XnFhAYHkVtY6nlszeZdOJ1OisoqcbvdJMT0/cRHaYVSZ3rckIFEB4R4ORohhBB9RWxkGAAqK1RRj8PlRKvWHHPcrsJ8Bl+RAkC/EEl8iJ7tjmsu4I5rjr7S46DI8BC+mjP72BsKIYQQQpxCDl3xIYToepL4OEV8Nm+x58/Z+cVszcrh+be/AGD8iAxWb9qJNuU0brnyHIBTYsVHVW09AFPHDvNuIEIIIfqU2KhwABxNTlw+bkoaqkkwRRx1jMvl4qu9yzFGGQDoJys+hBBCCCGE6NPCQkzeDkGIPk1KXZ0C6hua+M8HX3t+zs4r5va/PM/e/YUAXH3BaZ7n3v7sBwD6J8ef3CC9YM4/7ue2q87jD9df5O1QhBBC9CEBRgMBRgPmkhYAVhfsOur2u/bloc84nXJtHQBXZE5jaHRKd4cphBBCCCGE8LKsRR+Qv/Jzb4chRJ8kiY9TwNuf/0BtfSP/efxuAHbuy2vz/GVnT0Pvo/P8rNGomTBy8MkM0SsyByTzxtMPSAMpIYQQXS42MozS3dX4an1Ynrf9qNtu3rmPkNQg1Fo1F8SM567xF3SoNJYQQgghhBCidxuQmkjCKVB1RQhvkMTHKWDTjn0A3HDpmUSFh/Dr2q1tno8MD6Fk3VfcfvV5AIwYnE6A0XDS4xRCCCH6itioMHbvLUBV42ZHeS5mu/WI21ZU1eEf7gvA5ZOmnaQIhRBCCCGEEEKIvksSH6eAfXlFREeEYvQ3kJoUS3lVree5v9x1DQAhpkAmjsoEYOrYoV6JUwghhOgrQk1BAOzZVoDL7aasseaI21ZU12II80Wr1hAdGHqyQhRCCCGEEEIIIfosSXz0cW63m325RaT3iwMgs3+y57kvXv07//i/Wzw/nz9zAtdePMuz8kMIIYQQx0elUv5vqbcBHCPxUYch3I+4wDApcSWEEEIIIYQQQnQBrbcDEN2rqqaeuoYm0g4kPkYMTvM8Fx8d3mbboEAjH77wl5ManxBCCNEXPfngzazcuIOmeqXBeVlTbbvbtdit5AaX4xvkQ0pozMkMUQghhBBCCCGE6LNkxUcfVlFVy1V3zwYgLelg4iPd83zcbxIfQgghhOgaqUlxzPnH/Vjqjr7iY2PxPhyhLgASTdLUUAghhBBCCCGE6AqS+OjDPvpmIb+s3ATgKXWVkZbkeT46QuqICyGEEN0l1BSItcEO7iMnPnJqSgBwO9xM6TfkZIYnhBBCCCGEEEL0WZL46MNyC0sB0Go1jB0+CAC93sfzvEYjdcSFEEKI7hIWEoTb5cbHpaWs6fDEx+JVm9hVmo/b5ca4wYfkkGgvRCmEEEIIIYQQQvQ90uOjD9uXW4yfr57mrJ9QHeyyChSs+gKb3e7FyIQQQoi+LzQ4CACNTUVpQ9vER01dA6ddfT8jbx8IQEqwlLkSQgghhBBCCCG6iiQ++rDs/GJSk2LbJD0A4mMivBSREEIIceoICvBHo1HjNLuo92vG5nTgo1Euvcoqa1Dr1PiF6KnKqiMyMsTL0QohhBBCCCGEEH2HlLrqo2w2O3lFZZ6m5kIIIYQ4udRqNaHBQViblFWWtS2Nnudq6hrwD/dFpVLRXNFCalKst8IUQgghhBBCCCH6HEl89FF5RWW4XC5SE2UiRQghhPCWUFMgzXUtANSYWxMf1bUN+Ef6AfDEbTdxw6VneiU+IYQQQgghhBCiL5LERx+1O6cAQO4gFUIIIbwoLCSIxhozADUtDZ7Ha+oa8Y9QEh9njRqLTifVR4UQQgghhBBCiK4iiY8+6tufVwIwZcwQL0cihBBCnLpCTYHUVCgrPWpbmjyP19Q34B/hh0GjJ9w/yFvhCSGEEEIIIYQQfZIkPvogm83O1z/9ytCBKfRPSfB2OEIIIcQpKzQ4EGuTDYBqc+uKj6raevwj/EgIjEClUnkrPCGEEEIIIYQQok+SxEcftG5rFnUNTVxy1lRvhyKEEEKc0oKDArC109y8vKkWrV5DaliMt0ITQgghhBBCCCH6LEl89EG19UopjYSYCC9HIoQQQpzagoMCsJsdqGjb3LzSXg/AoKhEL0UmhBBCCCGEEEL0XZL46IOazS0AGP39vByJEEIIcWoLDgwAN/hp9G2amzeqlM/qtPA4b4UmhBBCCCGEEEL0WZL46IOaDiQ+/P18vRyJEEIIcWoLDjIC4KfyoeaQ5uZWHztul5skU5S3QhNCCCGEEEIIIfosrbcDEF2v2WwBwN8gKz6EEEIIbwoOCgDA162ntKEas83CuqLd6GJ0uBpd6LU6L0cohBBCCCGEEEL0PbLiow86uOLDKIkPIYQQwqsOJj6C7Aacbhcr8nfw+C8fAeDTrPFmaEIIIYQQQgghRJ8liY8+qHXFh5S6EkIIIbzpYOJD36Assn1r/Xycbhfl26qJrQ/zZmhCCCGEEEIIIUSf1aHEx913301SUhIqlYotW7Z4Ht+3bx8TJkwgPT2d0aNHs3PnziPu45133iEtLY2UlBRuvfVW7Hb7CQcv2ncw8SHNzYUQQgjvOtjjw1JrIyEogvKmWgCK11cyftggb4YmhBBCCCGEEEL0WR1KfFx66aWsWLGCxMTENo/ffvvt3Hbbbezdu5eHH36YG264od3xubm5PPLIIyxfvpzs7GzKy8t58803Tzh40T5pbi6EEEL0DKZAJfFR29DI9SNneR5vrmhh8ugh3gpLCCGEEEIIIYTo0zqU+JgyZQpxcXFtHquoqGDDhg1cc801AFxyySUUFhaSnZ192Pgvv/yS888/n6ioKFQqFXfccQeffvppF4QvANxuN4+98B7zl6wBoPlg4kNKXQkhhBBepdVqCTAaqK1vZGbKCM5KH419r50goz8Z6UneDk8IIYQQQgghhOiTtMc7sLCwkOjoaLRaZRcqlYqEhAQKCgpITU1ts21BQUGb1SJJSUkUFBQc76EF8M7nP1BRVce9N1/KsjVbmP3yBwC485bS3GJB76Pz/NsIIYQQwntCggKorW9EpVKx7ats1ny3g8vPmY5aLa3WhBBCCCGEEEKI7tAjZ8ZfeOEFXnjhBc/PDQ0NLFiwAICgoCDGjRvHmjVrqK+vByAlJYWEhASWLFniGTN27FjMZjPbt28HQKfTMWPGDLZu3UpZWRkAMTExZGZm8ssvv+BwOAAYMmQIvr6+rFu3zrOvGTNmkJubS25uLgAmk4mxY8eyatUqGhsbAUhLSyMmJoZly5Z5xo0fP56GhgZP7xO9Xs+0adPYsmUL5eXlAMTFxZGRkcGiRYtwOp0ADBs2DJ1Ox/r16z37mjlzJtnZ2eTl5eF2u3nx7c/Zsa+AT+cuwH4gdoDi0goKCovx0WlYsGABEyZMoLa2lqysLAB8fX2ZOnUqmzZtorKyEoD4+HgGDRrEwoULcbvdAAwfPhy1Ws3GjRs9+541axa7d+/2JK3CwsIYOXIky5cvx2w2AzBgwADCwsJYsWKFZ9ykSZOoqqpi9+7dABgMBiZPnszGjRupqqoCICEhgQEDBrBw4ULPuJEjR+Jyudi8eTOgJNdmzZrFrl27KCwsBCA8PJwRI0awbNkyLBalt8nAgQMJDg5m1apVnn1NmTKFsrIy9u7dC4DRaGTixImsX7+empoaQEnIpaamsmjRIs+40aNHY7fbPb1tNBoNM2fOZOfOnRQVFQEQGRnJsGHDWLp0KVarFYCMjAwCAwNZvXq1Z19Tp06lpKSEffv2ARAQEMCECRNYu3YtdXV1APTr149+/fqxePFiz7gxY8ZgsVjYtm0boNw9fNppp7F9+3ZKSkoAiIqKYujQoSxevNjTPyczMxODwcDatWs9+5o+fToFBQXk5OQAcj7l5eUBEBISwujRo1m5ciVNTU0ApKenExUVxa+//uoZJ+eTQs4nhZxPCjmfjn0+adVQUlpBbm4eX//0K2mJUVxx+nAWLFgg59MBcj4p5HySzyc5n+R8AjmfDpLzSSHnk0LOJzmf5HyS8wnkfDpIzifFzJkzORqV++CZ0AFJSUnMnTuXYcOGUVFRQWpqKjU1NWi1WtxuN9HR0axYseKwFR/PPfccOTk5zJkzB4D58+fz1FNPtTl5jiYuLs7zSygUNpud6x94ms++W9zm8a/nPMHTr/+XssoaClZ94aXohBBCCHHQ9CvvZemaLVx9wUw++XYR99x4CS8+9kdvhyWEEEIIIYQQQvRqR8sbHHeNhYiICEaMGMHHH38MwFdffUVcXNxhSQ9Q+n/MmzePsrIy3G43c+bM4corrzzeQwvAx0fHA7de7vn5i1f/DsC3P6+g2WzBaPDzUmRCCCGEONSQASkAfPKtcsdRalKsN8MRQgghhBBCCCH6vA4lPm6//XZP9uSMM87wJDfeeOMN3njjDdLT03nmmWd47733PGNuueUW5s2bB0BycjKPP/44EydOJDU1lfDwcG6//fZueDmnlpGZ/Zk0OpMzp47h0rOnMml0Jh/P/Zld+/KksbkQQgjRQ7z42B947J7rPT+nJcV5MRohhBBCCCGEEKLv61SpK2+RUldHdvCfT6VSsXzdNqZcfjcAU8cOZennL3kzNCGEEEIcsGzNFqZdeS8AOb9+QnJCjHcDEkIIIYQQQggherluKXUlegaVSoVKpQJgwsgM9D46AIz+UupKCCGE6ClGZqZ7/pwQE+HFSIQQQgghhBBCiL5PEh99iEajoV98NAD+fpL4EEIIIXoKo7/B82etVuvFSIQQQgghhBBCiL5Pvnn3MfExEezOKUCn03g7FCGEEEIcomLjXHpBhVEhhBBCCCGEEKLXk8RHHxMbGQZAWWWNlyMRQgghxKHCQ03eDkEIIYQQQgghhDglSKmrPiYuOhyAotJKL0cihBBCCCGEEEIIIYQQQpx8kvjoY8YNHwTAsEGpXo5ECCGEEEIIIYQQQgghhDj5pNRVH3POjPHMf+9ZJo4a7O1QhBBCCCGEEEIIIYQQQoiTThIffdBZ08d6OwQhhBBCCCGEEEIIIYQQwiuk1JUQQgghhBBCCCGEEEIIIfoMSXwIIYQQQgghhBBCCCGEEKLPkMSHEEIIIYQQQgghhBBCCCH6DEl8CCGEEEIIIYQQQgghhBCiz5DEhxBCCCGEEEIIIYQQQggh+gxJfAghhBBCCCGEEEIIIYQQos+QxIcQQgghhBBCCCGEEEIIIfoMSXwIIYQQQgghhBBCCCGEEKLPkMSHEEIIIYQQQgghhBBCCCH6DEl8CCGEEEIIIYQQQgghhBCiz5DEhxBCCCGEEEIIIYQQQggh+gxJfAghhBBCCCGEEEIIIYQQos9Qud1ut7eDOBa9Xk94eLi3w+hxmpqajrmN1WpFr9d3et8yrmeM88YxZVzvHueNY8q43j3OG8eUcT1jnDeOKeN69zhvHFPG9e5x3jimjOsZ47xxTBnXu8d545gyrneP88YxZVzPGOeNY/aEcUajsdP7ORVUVlZitVrbfU57kmM5LkcK/lQXFxd3zG0aGxsJDQ3t9L5lXM8Y541jyrjePc4bx5RxvXucN44p43rGOG8cU8b17nHeOKaM693jvHFMGdczxnnjmDKud4/zxjFlXO8e541jyrieMc4bx+wJ44qKijq9n1OdlLoSQgghhBBCCCGEEEIIIUSfIYkPIYQQQgghhBBCCCGEEEL0Gb2i1JVo3/3333/MbZYtW8bUqVM7vW8Z1zPGeeOYMq53j/PGMWVc7x7njWPKuJ4xzhvHlHG9e5w3jinjevc4bxxTxvWMcd44pozr3eO8cUwZ17vHeeOYMq5njPPGMXvLONFWr2huLoQQQgghhBBCCCGEEEII0RFS6koIIYQQQgghhBBCCCGEEH2GJD6EEEIIIYQQQgghhBBCCNFnSOJDCCGEEEIIIYQQQgghhBB9hiQ+hBBCCCGEEEIIIYQQQgjRZ0jioxdpaWmhoKDgsMd37tzphWh6v5qaGqqqqgCora3lm2++Yc+ePV6OqvfauHEj9957LxdeeCGXXnopjz32GOXl5d4Oq9cqLS3lxRdf5N577+XBBx/kvffew2q1ejusXstqtTJ37lxefPFFXnnlFZYsWeLtkPqU2tpab4fQZxQWFvLNN9+QnZ3t7VD6BLPZzObNm2lsbPR2KL2WvH92rdzcXH799VdaWlraPP7zzz97KaK+6fvvv/d2CL1OQUEBFosFALfbzWuvvcZ1113H888/j8Ph8HJ0vY/VamXOnDme38V3332Xa6+9lmeffRabzebl6PqOgQMHejuEPuXGG2/0dgh9hlyDiu4i1zido3K73W5vByGObeHChVx++eW43W5SUlL44osvSE1NBWDEiBFs2rTJyxH2Lp9//jm33XYbAG+++Sb/+Mc/iI2NZcuWLbz66qtcfPHFXo6wd3nppZd4//33mTJlCgsWLGD69OkAfPvtt/zvf/9j4sSJXo6wd/niiy946KGHGDp0KKtWrWLmzJnU1dWRlZXFjz/+KBf4nbRkyRJuuOEGTCYTe/bsYfLkyRQXF2M0Gvnmm2+IjY31doi9yksvvcQ999wDKBN45557Lvv37ycqKop58+aRmZnp5Qh7l2uvvZaPPvoIgKVLl3LFFVcwfPhwtm7dymuvvcZFF13k5Qh7l4cffphnn30WgK1bt3LWWWcRGBhITU0NX375JVOmTPFyhL2LvH92rf/+97/ce++9REVFUVdXxxdffMH48eMBuZ7vagkJCe3eMCaObMiQIaxevRp/f38effRRVq1axcUXX8zChQuJjY3l1Vdf9XaIvcqNN95IWVkZZrOZQYMGsWfPHi699FIWLFhAREQEb731lrdD7HVGjBhx2GM7d+4kIyMDQN5DO+n+++8/7LF3332Xm266CYAXXnjhZIfUq8k1qDhZ5BqncyTx0UuMGTOGt99+m8zMTN59912eeOIJvv/+ewYPHszw4cPZvHmzt0PsVUaMGMH3339PY2Mjo0aNYtWqVWRmZpKTk8NVV13FunXrvB1ir5KRkcH69esxGAxUVlZyzTXXsGDBAjZv3szvf/971qxZ4+0Qe5XMzEyWLFlCWFgY+/fv54EHHuCbb75hwYIF/POf/+SXX37xdoi9yogRI/j8889JS0tj/fr1/Oc//+HDDz/krbfe4ocffmDu3LneDrFXOXRy7qqrrmLSpEncddddfPXVV8yZM0fuWu6kQz/DZ86cyezZs5kwYQL79u3j6quvZv369V6OsHc59Pfz/PPP56abbuLCCy9kzZo1PPDAA6xcudLLEfYu8v7ZtYYNG8b3339PXFwcixYt4qabbuL9999nxowZcj1/HNqbtANltcK7775LfX39SY6od8vMzGT79u0AjBw5kuXLl2MwGHA4HIwYMYJt27Z5OcLeJSMjgx07dmCxWIiKiqKkpAR/f3/sdjvDhw9nx44d3g6x1xk0aBCTJ0/m6quvBpRz/aqrruKzzz4DYOrUqd4Mr9fx9/fn4osv9txQC3gqDgA89thjXoqsd5JrUNGV5Bqn60ipq17CbrczZMgQVCoVN998M++88w7nnnsuW7duRaVSeTu8XsftdhMTE0P//v2JjY313KGckpKC3W73cnS9j1arxWAwABAWFuYpcTV8+HBZ2nkcNBoNYWFhACQnJ5Ofnw/AGWecQUlJiTdD65VcLhdpaWkAjB492lMe8NZbbyUrK8ubofV6u3bt4q677gLgkksuobKy0ssR9T6HfoZXV1czYcIEANLS0qS0yAkqKCjgwgsvBGDcuHGYzWbvBtQLyftn13K73cTFxQFKovOHH37g5ptv5ueff5br+ePw2muvYTQaCQoKavOfyWSSv8/joFKpPNfwAQEBaLVaQLkulc+jztNqtahUKnx9ffH19cXf3x8AnU6HRqPxcnS906ZNm/D19eWVV15h8ODBTJs2DT8/P6ZOnSpJj+OwYcMG8vPzCQ0N5bHHHuOxxx7DZDJ5/iyOn1yDihMl1zhdR+vtAETHWCwWrFYrer0egNNOO40PPviA888/X2qEHgen0+n588FJu4Pkwr7zUlNTefTRRzn77LP55JNPGD58OKD8XUoiqfMiIiJ47733OOuss/j4449JTk4GlAkT+f3sPKPRyJIlS5g+fTpffvklERER3g6pV6urq+O7777D7XYfdn7LItLOKyoq4v7778ftdlNVVYXT6fRMiBz6WSU6pqKigpdffhm3231Y4t3lcnkpqt5L3j+7lsvlorGxkYCAAEC5w/6HH37gnHPOoaGhwcvR9T6DBw/msssua7fE4ttvv+2FiHq3xx57jOnTp3P//fczefJkLrnkEi655BIWLlzIOeec4+3wep3ExEQefPBBGhsbycjI4I9//CO/+93v+Omnn4iOjvZ2eL2Sr68vL730EosWLeKMM87gL3/5i7dD6tUGDhzI4sWLmT17NrNmzeKtt96SCdUTINegoivJNU7XkRUfvcTFF1/M0qVL2zw2depUPvroI8+XJ9Fx559/vucL5h//+EfP41lZWSQlJXkpqt7r9ddfZ//+/dx66600Njby/PPPA9DQ0MDLL7/s5eh6n9dee4133nmHtLQ0fvjhB0991crKSv70pz95Obre59///jfXXXcdfn7/3969B0dV328cf0KEGMAWQkoVCMmypjGQgFwiOFaCBGyRi0DoRAQGDWIyXKqAVZOiLQFUKpVLERRluUkdbqYiEC6JFxitQlpIkQYsCBtL0UCCGiBZYXN+fzBkGhP8QfKYb7/r85rpDO755zPvfnfP2XOy54Ti8ccfxx/+8AcAwOeff45Ro0YZns4+7du3xwsvvIB58+bhpz/9KU6cOAHg0sF+kyZNDE9nn4kTJ1b99c5DDz2EkpISAMCJEydqvZe1fLf+/ftj37592L9/P3r37o2TJ08CuNRTJ+2vnT4/uR5++GHk5+dXe61jx47YunUrunfvbmgqe2VlZSE0NLTWbStXrmzgaeyXnJyMNWvW4L333sPWrVtRVFSEjRs3YvDgwVXvfbl6Ho8Hfr8fzZo1w8aNGxEbG4vx48dj//79eOmll0yPZ7V+/fohLy8P2dnZ+qOberruuuuQlZWFmTNnIjk5GefOnTM9krV0DCpMOsbh0TM+RETkB6GkpAStWrUyPUbA8vv98Pl8Vbe9E5HAoc9PERGRwFZeXo6jR48iLi7O9CgiIjS61ZVFzpw5g+zsbBQVFQG49Fe3Q4cORVhYmOHJAktBQQG6dOlieoyAsXnzZgwaNMj0GFaqrKxEo0bVf5h35swZtGzZ0tBE9vL7/SgoKKj2+ZmYmKh7LBMFBwejvLxcFz7qoLy8HKdOnUL79u2rvX7w4EF06tTJ0FT20vESlz4/ufR+5yooKAAAdOnSBf/617+wefNmdO7cGUlJSYYns1NhYSFef/31au/3lJQUrU0yfT+qu2PHjuGzzz5DQkJCtb+G3rlzJ/r3729wMjvVdszUpk0bHTOR6RyT1IWOcTh0qytLbNy4Ebfccgt27NiB8vJylJeXY/v27ejYsSM2btxoeryAMnjwYNMjBJQJEyaYHsE6+fn5cLlcCA0NxbBhw6o9MFo7uWu3e/duREVFITMzEzk5OcjJyUFGRgaioqKwa9cu0+MFlMvP95Grt2PHDtx0002Ij49Ht27dcOTIkaptY8aMMTiZnS4fL23fvl3HSwT6/OTS+53rT3/6E4YMGYJ77rkH8+bNQ0pKCj755BNMmDABL7/8sunxrPPiiy9iwIAB8Pl86NmzJ3r27Amfz4eBAwdi0aJFpscLKPp+VDdr1qzBbbfdhokTJ+JnP/sZ/vrXv1Zte+KJJwxOZiedY2o4Osck10rHODz6xYclfvvb3+Kjjz6q8fyJY8eOYcCAAUhOTjYzmKWu9NwJx3Fw9uzZBp7GflOnTq31dcdx8NVXXzXwNPabMmUKFi1ahF69emH+/Pno3bs3cnNz0bZtW93Htg4mTpyI7Oxs9OjRo9rre/fuRWpqKg4cOGBoMjtt2rTpitsqKioacJLAMH36dOzatQvx8fHweDzo168fNm/ejLi4OL3f60DHS1z6/OTS+53rlVdewcGDB1FWVoYOHTrg8OHDaN++PU6dOoW7774baWlppke0yoIFC7Bv374avyx+4okn0LNnT0yaNMnQZHbS9yO+559/Hvv27UO7du2Qm5uLlJQUrFixAn379tVnaB3omIlL55iEScc4PLrwYQm/31/rQ7ddLhcuXrzY8ANZbtq0aRg1ahSCgoJqbLtw4YKBiey2ePFiPP7447Xe9qK2xvLdzp49i4EDBwIAZs6ciZiYGPTt2xe5ubnqWQcVFRU1TtoBQEJCAnw+n4GJ7DZs2DAkJibW+gWzrKzMwER2u3DhAjp37gwAGDduHKKiojBo0CC8+eaber/XgY6XuPT5yaX3O1dwcDCaN2+O5s2bw+12V90+7Cc/+Yl61kFlZWWtt1Nt0aIFKisrDUxkN30/4nMcB+3atQNw6QHnW7ZswZAhQ7B06VI1rQMdM3HpHJMw6RiHRxc+LJGQkIDU1FSkp6cjMjISAOD1evHSSy/V+oVUvltsbCwyMjIQExNTY1tubq6BiewWFxeHX/3qV4iPj6+x7dVXXzUwkd3Onz9f7fkeo0ePRuPGjZGUlKQTTXXgdruRlZWF9PR0tG7dGgBQXFyMJUuWwOVyGZ7OPtHR0fB4PLV+UYqIiGj4gSxXUVEBn8+HkJAQAJduZ7dy5UoMGTIE33zzjeHp7KPjJS59fnLp/c7l9/ur/j1jxoxq23S8dO0GDBiA/v37Y/z48dU+P1955RXcc889hqezj74f8VVWVqKsrAw33HADACA+Ph5btmzBwIED8fXXXxuezj46ZuLSOSZh0jEOj57xYYlly5bB5XIhNTUV0dHRiI6ORmpqKiIjI+HxeEyPZ50pU6Zc8QvmrFmzGnga+2VlZVV7uNx/W7lyZQNPY7877rgDW7durfZaSkoKZs2ahZMnTxqayl6rVq2C1+uF2+1GaGgoQkND4Xa74fV6sXr1atPjWWfs2LE4ffp0rdvS09MbeBr7DR8+HO+++2611xITE7F69eqqL/Zy9XS8xKXPTy6937nS09Orfmn437dkKSwsxJ133mlqLGstXLgQY8aMwapVqzB+/HiMHz8eq1atwujRo7FgwQLT41lH34/4Hn74YeTn51d7rWPHjti6dSu6d+9uaCp76ZiJS+eYhEnHODxBjm6GKCIiPxClpaUAgLCwMMOTiIjYRZ+fIiIiIiJiE/3iw2KTJ082PUJAUU8uPQyN69lnnzU9QkAICwtDWFiYepKpJ5f2R1zqyaHPz++H1ieXjj+51JNLPfnUlEv7JC71FCZ93tWNLnxY7P333zc9QkBRT65jx46ZHiGgrF+/3vQIAUU9udSTS/sjLvXk0vudS+uTS8efXOrJpZ58asqlfRKXegqTPu/qRhc+LKa7lHGpJ5d6cqknl3pyqSeXenKpJ5d6cqknl3pyqSeXevKpKZd6cqmnMGk91Y2e8WGxwsJCxMbGmh4jYKgn11dffYUf//jHpscIGHl5eUhKSjI9RsBQTy715NL+iEs9ufR+59L65NLxJ5d6cqknn5pyaZ/EpZ7CpM+7utEvPix2+QO0oKDA8CT2O3/+PCoqKlBWVmZ6FGudPHkS8+fPx6OPPorHHnsMb7zxBnw+n+mxAsblk0wlJSWGJ7HfgQMH4PV6kZ+fb3oUa/n9frz99ttYsWIFVqxYgaCgIPj9ftNjWa2ysrLq35f372fOnDE1jrU+/vjjGq/pCyeX9kf1U1paitOnTwO49B4/dOgQDh8+bHgqO23evBkXL16s9ppOCNRPeXk5ioqKqv77cs+DBw+aGimgPProo6ZHsN62bduqzn/k5eVh7ty5WLt2reGpAofOMfHoHJPUl/bJHLrwEQAGDx5segTrPPHEE1X/LigowM0334yRI0fC7XZj165dBiez07p163D77bfjnXfewZo1a3DixAmsW7cOMTExKCwsND1eQOnatavpEayTlJSE4uJiAJfW6i9/+Uts27YNI0aMwMsvv2x4Ovvs3r0bUVFRyMzMRE5ODnJycpCRkYGoqCh9ftZBfn4+XC4XQkNDMWzYMJw6dapqm/6q/tp17twZXbp0wcKFC1FaWmp6nICm/dG1W7t2LVwuF9xuN9auXYvExEQsXboUffr0wRtvvGF6POvce++9aNOmDaZOnaqTAAQ7duzATTfdhPj4eHTr1g1Hjhyp2jZmzBiDk9lp6tSpNf6XnZ1d9W+5dr/5zW/w+OOPY+TIkXjuuefwyCOPwOfzYe7cucjMzDQ9XkDROaZrp3NMwqR9Ms91pgeQq7Nw4cJaX3ccB2fPnm3gaey3c+dOzJkzBwDw1FNPYfHixRg6dCg+/PBDTJs2TQ+hukYzZ85Efn4+wsPD8emnn2LatGnIycnB9u3bMWnSJOTl5Zke0SqbNm264raKiooGnCQwnDp1Cq1btwYAzJs3Dx988AEiIyNRWlqKPn36IC0tzfCEdpk4cSKys7PRo0ePaq/v3bsXqampOHDggKHJ7DRlyhQsWrQIvXr1wvz589G7d2/k5uaibdu2uo9rHXTq1AlPP/00li1bhszMTAwaNAgPPfQQ+vXrZ3o0K2l/xDVnzhwUFhairKwMPXr0wAcffID4+HgcPXoUI0eOxPDhw02PaJXOnTvj1VdfxbJly/Dzn/8cMTExGDduHEaOHInmzZubHs8606dPx65duxAfHw+Px4N+/fph8+bNiIuL0/6oDl5++WUMHz4cN998c9VrQUFB+lVSPWzZsgX79+/HuXPn0K5dO3i9XoSHh+PcuXO47bbb8Mwzz5ge0So6x8Slc0zCpH0yjy58WGLatGkYNWoUgoKCamy7cOGCgYkCR1FREYYOHQoA6NWrF86fP292IAsFBwcjPDwcANChQwd4vV4AwC9+8Qv9pLsOhg0bhsTExFp3aPqp7LXz+Xzw+/0IDg6G4ziIjIwEAISFhemgoQ4qKipqXPQAgISEBN3erg7Onj2LgQMHArh0ETkmJgZ9+/ZFbm5urft8+W6NGzdGcnIykpOT8dlnn2HlypVIS0uD3+9Hamoqnn76adMjWkX7Iy7HcdCmTRsAQNu2bREfHw8AcLvdOp6vg6CgIHTv3h3du3fHCy+8gPXr18Pj8WDatGkYMWIEPB6P6RGtcuHCBXTu3BkAMG7cOERFRWHQoEF48803tT+qg/z8fKSlpaFnz56YNGkSAGDFihX43e9+Z3gye4WEhKBJkyZo0qQJWrRoUfX9s1mzZmjSpInh6eyjc0zfH51jkvrSPplHFz4sERsbi4yMDMTExNTYlpuba2AiuxUXF2PhwoVwHKfGF/f/vs+6XJ3WrVtj+fLlGDBgAF577TV06NABwKUv+N++97L8/6Kjo+HxeBAVFVVjW0RERMMPZLmRI0ciJSUFzz33HEaMGIHZs2dj1KhRyMnJqVqrcvXcbjeysrKQnp5e9Uua4uJiLFmyBC6Xy/B09jl//jwqKyvRqNGlu4+OHj0ajRs3RlJSki4k1VNERASmT5+O6dOnIy8vTydB60D7I67/fhbSxIkTq23T8VL9XH/99RgzZgzGjBmDI0eOYPny5aZHsk5FRQV8Ph9CQkIAXLrd4sqVKzFkyBB88803hqezT2xsLN5++21kZWXh7rvvxiuvvKKTVfXUsmVLLFq0CF999RXCw8MxZ84cjB07Ftu2bUOzZs1Mj2cdnWPi0jkmYdI+mUfP+LDElClTrri4Z82a1cDT2K9///7Yt28f9u/fj969e+PkyZMAgBMnTlSdyJOrt3jxYixbtgzR0dHYsmUL/vjHPwK4dIuhJ5980vB09hk7dmzVg0+/LT09vYGnsd/vf/973HnnnbjrrruQmZmJp556Cl26dEFBQYFOjNTBqlWr4PV64Xa7ERoaitDQULjdbni9Xqxevdr0eNa54447sHXr1mqvpaSkYNasWVX7Jrl6V/qLz6SkJKxZs6aBp7Gf9kdcQ4YMwddffw0AmDx5ctXrhYWFtV5cku92pWY333wzZs+e3bDDBIDhw4fj3XffrfZaYmIiVq9ejRtuuMHMUJa77rrrkJWVhZkzZyI5ORnnzp0zPZLVli5diry8PPz973/HW2+9hdLSUkRHR2P+/Pl48cUXTY9nHZ1j4tI5JmHSPpknyNF9PkRE5AeirKwMFy9eRMuWLU2PEhAuPzw6LCzM8CQiIiIi/7vKy8tx9OhRxMXFmR5FRETkB0O3urLImTNnkJ2djaKiIgBA+/btMXToUJ1wqiP15FJPLr/fj/fee69az8TERAQHBxuezE7f7hkZGYnevXurZz19+/1dUlKCVq1aGZrGXnq/c6lnw9D7vW50vMSlng2joKAAXbp0MT2GdWpbn23atNH6rIfamg4bNkx/1FRH+gzlUk9pCNonXxvd6soSGzduxC233IIdO3agvLwc5eXl2L59Ozp27IiNGzeaHs86l3tu375dPQnUk2v37t2IiopCZmYmcnJykJOTg4yMDERFRWHXrl2mx7NObT2ffPJJ9fwedO3a1fQI1tH7nUs9G47e79dOx/Nc6tlwBg8ebHoE62h98l3pO2dsbKya1oHWKJfOiUhD0T752uhWV5a45ZZbsG3bthr3sj127BgGDBiAQ4cOmRnMUurJpZ5cnTt3hsfjQY8ePaq9vnfvXqSmpuLAgQOGJrOTenJt2rTpitseeughFBcXN+A09tP65FJPLr3fuXS8xKWeXAsXLqz1dcdxMGPGjKrbW8rV0frkU1Mu9eRST2HSPplHt7qyhN/vr/UBfi6XCxcvXmz4gSynnlzqyVVRUVHjpB0AJCQkwOfzGZjIburJNWzYMCQmJqK2v5soKyszMJHdtD651JNL73cuHS9xqSfXtGnTMGrUKAQFBdXYduHCBQMT2U3rk09NudSTSz2FSftkHl34sERCQgJSU1ORnp6OyMhIAIDX68VLL71U6xd8+W7qyaWeXG63G1lZWUhPT0fr1q0BAMXFxViyZAlcLpfh6eyjnlzR0dHweDy1HthHREQ0/ECW0/rkUk8uvd+5dLzEpZ5csbGxyMjIQExMTI1tubm5Biaym9Ynn5pyqSeXegqT9sk8esaHJZYtWwaXy4XU1FRER0cjOjoaqampiIyMhMfjMT2eddSTSz25Vq1aBa/XC7fbjdDQUISGhsLtdsPr9WL16tWmx7OOenKNHTsWp0+frnVbenp6A09jP61PLvXk0vudS8dLXOrJNWXKFHzzzTe1bps1a1YDT2M/rU8+NeVSTy71FCbtk3n0jA8Rkf9hl+/dGBYWZniSwKCe8r9M65NLPUVERERERH649IsPi02ePNn0CAFFPbnUkyMsLAxhYWF49tlnTY8SENTz+6GeHFqfXOr5/VBPLh0vcaknl3pyqSefmnKpJ5d6CpPWU93owofF3n//fdMjBBT15FJPrvXr15seIaCoJ5d6cqknl3pyqSeXjpe41JNLPbnUk09NudSTSz2FSeupbnThw2K6SxmXenKpJ5d6cqknl3pyqSeXenKpJ5d6cqknl3pyqSefmnKpJ5d6CpPWU93owofF/vznP5seIaCoJ5d6cs2dO9f0CAFFPbnUk0s9udSTSz25dLzEpZ5c6smlnnxqyqWeXOopTFpPdaMLHxbToudSTy715OrWrZvpEQKKenKpJ8+BAwfg9XqRn59vepSAoJ5c6lk/H3/8cY3XYmNjDUwSGNSTSz35Dh06hOLi4qp/f/DBB/joo48MT2U3NeXy+Xz4y1/+gvnz52PRokX4/PPPTY9kNfUUJq0njiBHv5WxwsKFC2u8lpWVhaeffhoA8Otf/7qhR7KaenKpJ9eCBQvwyCOPAACOHTuGQYMG4dNPP8WNN96ITZs2IT4+3vCEdlFPLvXkSkpKwuuvv47WrVtj3bp1mDJlCu644w7s2bMHGRkZSEtLMz2iVdSTSz25GjVqhPj4eIwbNw6jR49GWFiY6ZGspp5c6sn1/PPPY+7cuQgJCcEzzzyDzMxM9OrVCx999BGmTp1adSwlV09Nud555x088MADaNGiBQ4fPow777wTJ06cQPPmzZGdnY22bduaHtEq6ilMWk9EjlghODjYGTJkiPPAAw9U/a958+bOAw884Dz44IOmx7OOenKpJ1fXrl2r/n3fffc5ixYtchzHcTZs2OD069fP1FjWUk8u9eSKj4+v+nevXr2c48ePO47jOCUlJdW2ydVRTy715IqLi3M2bNjgDBgwwGnWrJmTkpLi7Ny50/RY1lJPLvXk6tixo1NaWuoUFRU5TZs2dT799FPHcRzn1KlTTqdOnQxPZyc15eratavzySefOI7jOHv27HHGjBnjOI7jLF261Ln33nsNTmYn9RQmrSce3erKEjt27MDnn3+O5ORkLF++HMuXL0d4eDiWL18Oj8djejzrqCeXen5//vnPf2LixIkAgOTkZJw6dcrwRHZTTy71rD+fzwe/3w/g0gPrIiMjAQBhYWF6gF0dqCeXenI1btwYycnJ2Lp1KwoLCxEXF4e0tDRERUUhKyvL9HjWUU8u9eQKCQlBy5YtERERgfDwcLhcLgBAeHg4GjdubHg6O6kpV2VlJaKjowEACQkJOHjwIABg/PjxKCwsNDmaldRTmLSeeHThwxJ9+/bFzp07sW7dOjz44IP4+uuvERQUZHosa6knl3pyffnll3jrrbewadMmXLhwodo2nWi6durJpZ5cI0eOREpKCo4cOYIRI0Zg9uzZOH78OJYsWYIOHTqYHs866smlnt+fiIgITJ8+HUePHsWyZctw+PBh0yNZTT251LP+QkJCsGXLFrz22msICgrC2rVrAVy6fUlwcLDh6eykplzNmzfHO++8AwDYsGEDWrdubXgiu6mnMGk9ERn7rYnU2YYNG5xbb73VufHGG02PEhDUk0s96y8xMdHp06dP1f/+/e9/O47jOF988YXTo0cPw9PZRz251JNv/vz5Trt27ZzGjRs7QUFBzo9+9CMnLS3NKSkpMT2aldSTSz15evbsaXqEgKKeXOrJtWfPHufWW291unXr5uzfv9+57777nJCQEKdVq1ZOXl6e6fGspKZce/bscdq1a+dcf/31jsvlcv7xj384juM4J0+edGbMmGF4OvuopzBpPfHo4eaW+uKLL/C3v/0N99xzj+lRAoJ6cqnn98Pv98Pn86Fp06amRwkI6smlnvVXVlaGixcvomXLlqZHCQjqyaWeIiL1U1JSgpYtW6JRI914g0VN66+kpAStWrUyPUbAUE9h0nqqP134CAB6I3CpJ5d6cqknl3pyqSeXenKpJ5d6cqknl3pyqSeXevKpKZd6cqmnMGk9XRtdFg8AXbt2NT1CQFFPLvXkUk8u9eRSTy715FJPLvXkUk8u9eRSTy715FNTLvXkUk9h0nq6NteZHkCuzqZNm664raKiogEnCQzqyaWeXOrJpZ5c6smlnlzqyaWeXOrJpZ5c6smlnnxqyqWeXOopTFpPPLrVlSWCg4ORmJiI2v7v+vDDD1FeXm5gKnupJ5d6cqknl3pyqSeXenKpJ5d6cqknl3pyqSeXevKpKZd6cqmnMGk98egXH5aIjo6Gx+NBVFRUjW0RERENP5Dl1JNLPbnUk0s9udSTSz251JNLPbnUk0s9udSTSz351JRLPbnUU5i0nnj0jA9LjB07FqdPn651W3p6egNPYz/15FJPLvXkUk8u9eRSTy715FJPLvXkUk8u9eRSTz415VJPLvUUJq0nHt3qSkREREREREREREREAoZudWURv9+P9957D0VFRQCA9u3bIzExEcHBwYYns5N6cqknl3pyqSeXenKpJ5d6cqknl3pyqSeXenKpJ5+acqknl3oKk9YThy58WGL37t24//770bZtW0RGRgIAjh8/jv/85z9Ys2YNevfubXhCu6gnl3pyqSeXenKpJ5d6cqknl3pyqSeXenKpJ5d68qkpl3pyqacwaT0ROWKF+Ph4Z+/evTVe37NnjxMXF2dgIrupJ5d6cqknl3pyqSeXenKpJ5d6cqknl3pyqSeXevKpKZd6cqmnMGk98ejh5paoqKhAjx49aryekJAAn89nYCK7qSeXenKpJ5d6cqknl3pyqSeXenKpJ5d6cqknl3ryqSmXenKppzBpPfHowocl3G43srKyUFxcXPVacXExZsyYAZfLZXAyO6knl3pyqSeXenKpJ5d6cqknl3pyqSeXenKpJ5d68qkpl3pyqacwaT3x6MKHJVatWoXjx4/D7XYjNDQUoaGhcLvd8Hq9WL16tenxrKOeXOrJpZ5c6smlnlzqyaWeXOrJpZ5c6smlnlzqyaemXOrJpZ7CpPXEE+Q4jmN6CLk2paWlAICwsDDDkwQG9eRSTy715FJPLvXkUk8u9eRSTy715FJPLvXkUk8+NeVSTy71FCatp/rRLz4scfToUdx1113o0KEDZs2ahaZNm1Ztu/322w1OZif15FJPLvXkUk8u9eRSTy715FJPLvXkUk8u9eRSTz415VJPLvUUJq0nHl34sMSECRMwYsQIrF+/HqdPn0ZSUhLKysoAXHrojVwb9eRSTy715FJPLvXkUk8u9eRSTy715FJPLvXkUk8+NeVSTy71FCatJyJHrHDrrbdW++/Zs2c7CQkJzpdfful07drV0FT2Uk8u9eRSTy715FJPLvXkUk8u9eRSTy715FJPLvXkU1Mu9eRST2HSeuK5zvSFF7k65eXl1f47MzMTTZo0qXbVT66eenKpJ5d6cqknl3pyqSeXenKpJ5d6cqknl3pyqSefmnKpJ5d6CpPWE49udWWJ2NhYbNu2rdprjz32GO6//34cPXrU0FT2Uk8u9eRSTy715FJPLvXkUk8u9eRSTy715FJPLvXkU1Mu9eRST2HSeuIJchzHMT2E/P98Ph8AICQkpMa2EydOoG3btg09ktXUk0s9udSTSz251JNLPbnUk0s9udSTSz251JNLPfnUlEs9udRTmLSeeHThQ0REREREREREREREAoZudSUiIiIiIiIiIiIiIgFDFz5ERERERERERERERCRg6MKHiIiIiIiIiIiIiIgEDF34EBERERERERERERGRgKELHyIiIiIiIiIiIiIiEjB04UNERERERERERERERALG/wGO8cx6qs9zZwAAAABJRU5ErkJggg==", + "image/png": 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"text/plain": [ "
" ] @@ -752,31 +804,57 @@ } ], "source": [ - "#re-initialize dataloader so the data doesn't shuffled, so we can plot the values by date\n", + "#re-initialize dataloaders so the data isn't shuffled, so we can plot/evaluate in date order\n", "train_dataloader = DataLoader(dataset_train, batch_size=config[\"training\"][\"batch_size\"], shuffle=False)\n", "val_dataloader = DataLoader(dataset_val, batch_size=config[\"training\"][\"batch_size\"], shuffle=False)\n", + "test_dataloader = DataLoader(dataset_test, batch_size=config[\"training\"][\"batch_size\"], shuffle=False)\n", "\n", "model.eval()\n", "\n", - "# predict on the training data, to see how well the model managed to learn and memorize\n", - "\n", - "predicted_train = np.array([])\n", - "\n", - "for idx, (x, y) in enumerate(train_dataloader):\n", - " x = x.to(config[\"training\"][\"device\"])\n", - " out = model(x)\n", - " out = out.cpu().detach().numpy()\n", - " predicted_train = np.concatenate((predicted_train, out))\n", - "\n", - "# predict on the validation data, to see how the model does\n", - "\n", - "predicted_val = np.array([])\n", - "\n", - "for idx, (x, y) in enumerate(val_dataloader):\n", - " x = x.to(config[\"training\"][\"device\"])\n", - " out = model(x)\n", - " out = out.cpu().detach().numpy()\n", - " predicted_val = np.concatenate((predicted_val, out))\n", + "def run_inference(dataloader):\n", + " predicted = np.array([])\n", + " for idx, (x, y) in enumerate(dataloader):\n", + " x = x.to(config[\"training\"][\"device\"])\n", + " out = model(x)\n", + " out = out.cpu().detach().numpy()\n", + " predicted = np.concatenate((predicted, out))\n", + " return predicted\n", + "\n", + "# predict on train/val to see how well the model learned, and on the\n", + "# held-out test set (2019-01-01 onwards, never seen during training or\n", + "# early stopping) to measure genuine out-of-sample performance\n", + "predicted_train = run_inference(train_dataloader)\n", + "predicted_val = run_inference(val_dataloader)\n", + "predicted_test = run_inference(test_dataloader)\n", + "\n", + "window_size = config[\"data\"][\"window_size\"]\n", + "\n", + "# Only inverse transform the 'Close' feature (index 3)\n", + "actual_train_price = scaler.inverse_transform(data_y_train, feature_idx=3)\n", + "actual_val_price = scaler.inverse_transform(data_y_val, feature_idx=3)\n", + "actual_test_price = scaler.inverse_transform(data_y_test, feature_idx=3)\n", + "\n", + "pred_train_price = scaler.inverse_transform(predicted_train, feature_idx=3)\n", + "pred_val_price = scaler.inverse_transform(predicted_val, feature_idx=3)\n", + "pred_test_price = scaler.inverse_transform(predicted_test, feature_idx=3)\n", + "\n", + "def regression_metrics(y_true, y_pred):\n", + " y_true = np.asarray(y_true)\n", + " y_pred = np.asarray(y_pred)\n", + " rmse = np.sqrt(np.mean((y_true - y_pred) ** 2))\n", + " mae = np.mean(np.abs(y_true - y_pred))\n", + " mape = np.mean(np.abs((y_true - y_pred) / y_true)) * 100\n", + " return rmse, mae, mape\n", + "\n", + "# Report train/val/test metrics separately -- train and val show fit and\n", + "# tuning behaviour, but only the test row is genuine out-of-sample evidence.\n", + "for name, actual, pred in [\n", + " (\"Train\", actual_train_price, pred_train_price),\n", + " (\"Validation\", actual_val_price, pred_val_price),\n", + " (\"Test (out-of-sample)\", actual_test_price, pred_test_price),\n", + "]:\n", + " rmse, mae, mape = regression_metrics(actual, pred)\n", + " print(f\"{name:22s} | RMSE: {rmse:.4f} | MAE: {mae:.4f} | MAPE: {mape:.2f}%\")\n", "\n", "if config[\"plots\"][\"show_plots\"]:\n", "\n", @@ -784,15 +862,15 @@ "\n", " to_plot_data_y_train_pred = np.zeros(num_data_points)\n", " to_plot_data_y_val_pred = np.zeros(num_data_points)\n", + " to_plot_data_y_test_pred = np.zeros(num_data_points)\n", "\n", - " # Only inverse transform the 'Close' feature (index 3)\n", - " to_plot_data_y_train_pred[config[\"data\"][\"window_size\"]:split_index+config[\"data\"][\"window_size\"]] = scaler.inverse_transform(predicted_train, feature_idx=3)\n", - " to_plot_data_y_val_pred[split_index+config[\"data\"][\"window_size\"]:] = scaler.inverse_transform(predicted_val, feature_idx=3)\n", - "\n", - "\n", + " to_plot_data_y_train_pred[window_size:sample_val_start + window_size] = pred_train_price\n", + " to_plot_data_y_val_pred[sample_val_start + window_size:sample_test_start + window_size] = pred_val_price\n", + " to_plot_data_y_test_pred[sample_test_start + window_size:] = pred_test_price\n", "\n", " to_plot_data_y_train_pred = np.where(to_plot_data_y_train_pred == 0, None, to_plot_data_y_train_pred)\n", " to_plot_data_y_val_pred = np.where(to_plot_data_y_val_pred == 0, None, to_plot_data_y_val_pred)\n", + " to_plot_data_y_test_pred = np.where(to_plot_data_y_test_pred == 0, None, to_plot_data_y_test_pred)\n", "\n", " # plots\n", "\n", @@ -801,6 +879,7 @@ " plt.plot(data_date, data_close_price, label=\"Actual prices\", color=config[\"plots\"][\"color_actual\"])\n", " plt.plot(data_date, to_plot_data_y_train_pred, label=\"Predicted prices (train)\", color=config[\"plots\"][\"color_pred_train\"])\n", " plt.plot(data_date, to_plot_data_y_val_pred, label=\"Predicted prices (validation)\", color=config[\"plots\"][\"color_pred_val\"])\n", + " plt.plot(data_date, to_plot_data_y_test_pred, label=\"Predicted prices (test)\", color=config[\"plots\"][\"color_pred_test\"])\n", " plt.title(\"Compare predicted prices to actual prices\")\n", " xticks = [data_date[i] if ((i%config[\"plots\"][\"xticks_interval\"]==0 and (num_data_points-i) > config[\"plots\"][\"xticks_interval\"]) or i==num_data_points-1) else None for i in range(num_data_points)] # make x ticks nice\n", " x = np.arange(0,len(xticks))\n", @@ -809,46 +888,99 @@ " plt.legend()\n", " plt.show()\n", "\n", - " # prepare data for plotting, zoom in validation\n", - " to_plot_data_y_val_subset = scaler.inverse_transform(data_y_val, feature_idx=3)\n", - " to_plot_predicted_val = scaler.inverse_transform(predicted_val, feature_idx=3)\n", - " to_plot_data_date = data_date[split_index + config[\"data\"][\"window_size\"]:]\n", - "\n", - "\n", - " # plots\n", + " # prepare data for plotting, zoom in on the held-out test period\n", + " to_plot_data_date_test = data_date[sample_test_start + window_size:]\n", "\n", " fig = figure(figsize=(25, 5), dpi=80)\n", " fig.patch.set_facecolor((1.0, 1.0, 1.0))\n", - " plt.plot(to_plot_data_date, to_plot_data_y_val_subset, label=\"Actual prices\", color=config[\"plots\"][\"color_actual\"])\n", - " plt.plot(to_plot_data_date, to_plot_predicted_val, label=\"Predicted prices (validation)\", color=config[\"plots\"][\"color_pred_val\"])\n", - " plt.title(\"predicted price on validation data portion\")\n", - " xticks = [to_plot_data_date[i] if ((i%int(config[\"plots\"][\"xticks_interval\"]/5)==0 and (len(to_plot_data_date)-i) > config[\"plots\"][\"xticks_interval\"]/6) or i==len(to_plot_data_date)-1) else None for i in range(len(to_plot_data_date))] # make x ticks nice\n", + " plt.plot(to_plot_data_date_test, actual_test_price, label=\"Actual prices\", color=config[\"plots\"][\"color_actual\"])\n", + " plt.plot(to_plot_data_date_test, pred_test_price, label=\"Predicted prices (test)\", color=config[\"plots\"][\"color_pred_test\"])\n", + " plt.title(\"Predicted price on the held-out test period\")\n", + " xticks = [to_plot_data_date_test[i] if ((i%int(config[\"plots\"][\"xticks_interval\"]/5)==0 and (len(to_plot_data_date_test)-i) > config[\"plots\"][\"xticks_interval\"]/6) or i==len(to_plot_data_date_test)-1) else None for i in range(len(to_plot_data_date_test))] # make x ticks nice\n", " xs = np.arange(0,len(xticks))\n", " plt.xticks(xs, xticks, rotation='vertical')\n", " plt.grid(visible=True, which='major', axis='y', linestyle='--')\n", " plt.legend()\n", " plt.show()\n", "\n", - "# Prepare the data to be saved\n", + "# Prepare the data to be saved. Predicted_Close now covers train, validation,\n", + "# and the held-out test period; each segment's predictions come from a\n", + "# model whose weights, early-stopping decision, and normalisation\n", + "# statistics never had access to that segment's data.\n", "processed_data = pd.DataFrame({\n", " 'Date': data_date,\n", " 'Actual_Close': data_close_price\n", "})\n", "\n", - "# Add the predicted values to the DataFrame\n", "processed_data['Predicted_Close'] = np.nan\n", - "processed_data.loc[config[\"data\"][\"window_size\"]:split_index+config[\"data\"][\"window_size\"]-1, 'Predicted_Close'] = scaler.inverse_transform(predicted_train, feature_idx=3).flatten()\n", - "processed_data.loc[split_index+config[\"data\"][\"window_size\"]:num_data_points, 'Predicted_Close'] = scaler.inverse_transform(predicted_val, feature_idx=3).flatten()\n", + "processed_data.loc[window_size:sample_val_start + window_size - 1, 'Predicted_Close'] = pred_train_price.flatten()\n", + "processed_data.loc[sample_val_start + window_size:sample_test_start + window_size - 1, 'Predicted_Close'] = pred_val_price.flatten()\n", + "processed_data.loc[sample_test_start + window_size:num_data_points, 'Predicted_Close'] = pred_test_price.flatten()\n", "\n", "\n", "# Read the original processed_TSLA.csv\n", - "original_data = pd.read_csv('../data/processed_PAPER_TSLA_data.csv')\n", + "original_data = pd.read_csv('../../Data/TESLA data/2. Processed data/processed_PAPER_TSLA_data.csv')\n", "\n", "# Merge the original data with the predicted data based on the Date column\n", "merged_data = pd.merge(original_data, processed_data[['Date', 'Predicted_Close']], on='Date', how='left')\n", "\n", "# Save to CSV\n", - "merged_data.to_csv('../data/processed_PAPER_TSLA_data.csv', index=False)" + "merged_data.to_csv('../../Data/TESLA data/2. Processed data/processed_PAPER_TSLA_data.csv', index=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Saving the Results" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Const Values" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "DATE_COLUMN_NAME = \"Date\"\n", + "TIMESTAMP = f\"{datetime.now().month:02}.{datetime.now().year}\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Code" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "tsla_df_path = \"../../Data/TESLA data/4. LSTM data/processed_normalised_PAPER_TSLA_data_LSTM.csv\"\n", + "final_tsla_df_path = f\"../../Data/TESLA data/5. RL training data/TESLA RL training data - 1 Sentiment {TIMESTAMP}.csv\"" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "current_tsla_df = pd.read_csv(tsla_df_path)\n", + "\n", + "current_tsla_df[DATE_COLUMN_NAME] = pd.to_datetime(current_tsla_df[DATE_COLUMN_NAME])\n", + "current_tsla_df = current_tsla_df[current_tsla_df[DATE_COLUMN_NAME] >= '2014-01-01']\n", + "\n", + "current_tsla_df.to_csv(final_tsla_df_path)" ] } ], @@ -875,7 +1007,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.7" + "version": "3.10.12" } }, "nbformat": 4, From 9b57cbc86c3f4cd1e27a8b21a17f71cdd4a79d7d Mon Sep 17 00:00:00 2001 From: mega5800 Date: Sun, 26 Jul 2026 22:23:25 +0300 Subject: [PATCH 08/17] deleted csv files with old naming convention --- .../1. Raw data/PAPER_TSLA_data.csv | 1659 ----------------- .../processed_PAPER_TSLA_data.csv | 1659 ----------------- .../processed_normalised_PAPER_TSLA_data.csv | 1659 ----------------- ...cessed_normalised_PAPER_TSLA_data_LSTM.csv | 1659 ----------------- 4 files changed, 6636 deletions(-) delete mode 100644 Data/TESLA data/1. Raw data/PAPER_TSLA_data.csv delete mode 100644 Data/TESLA data/2. Processed data/processed_PAPER_TSLA_data.csv delete mode 100644 Data/TESLA data/3. Normalised data/processed_normalised_PAPER_TSLA_data.csv delete mode 100644 Data/TESLA data/4. LSTM data/processed_normalised_PAPER_TSLA_data_LSTM.csv diff --git a/Data/TESLA data/1. Raw data/PAPER_TSLA_data.csv b/Data/TESLA data/1. Raw data/PAPER_TSLA_data.csv deleted file mode 100644 index be8feef..0000000 --- a/Data/TESLA data/1. Raw data/PAPER_TSLA_data.csv +++ /dev/null @@ -1,1659 +0,0 @@ -,Date,Adj Close,Close,High,Low,Open,Volume -0,2013-06-03,6.172667026519775,6.172667026519775,6.507999897003174,5.883333206176758,6.507999897003174,287094000 -1,2013-06-04,6.322667121887207,6.322667121887207,6.427999973297119,6.159999847412109,6.183332920074463,132841500 -2,2013-06-05,6.357999801635742,6.357999801635742,6.531332969665527,5.940667152404785,6.24399995803833,183372000 -3,2013-06-06,6.489999771118164,6.489999771118164,6.618000030517578,6.340666770935059,6.349999904632568,142663500 -4,2013-06-07,6.802667140960693,6.802667140960693,6.860000133514404,6.446667194366455,6.533332824707031,160674000 -5,2013-06-10,6.670000076293945,6.670000076293945,6.834667205810547,6.571332931518555,6.595333099365234,138429000 -6,2013-06-11,6.297999858856201,6.297999858856201,6.578667163848877,6.269999980926514,6.545332908630371,110910000 -7,2013-06-12,6.51533317565918,6.51533317565918,6.698667049407959,6.383333206176758,6.453332901000977,137890500 -8,2013-06-13,6.545332908630371,6.545332908630371,6.618667125701904,6.341332912445068,6.599999904632568,89424000 -9,2013-06-14,6.686666965484619,6.686666965484619,6.834667205810547,6.622000217437744,6.6666669845581055,98470500 -10,2013-06-17,6.813333034515381,6.813333034515381,6.983333110809326,6.74666690826416,6.906667232513428,105993000 -11,2013-06-18,6.892666816711426,6.892666816711426,6.932000160217285,6.613333225250244,6.783332824707031,131929500 -12,2013-06-19,6.97866678237915,6.97866678237915,7.111332893371582,6.800666809082031,6.803999900817871,128683500 -13,2013-06-20,6.710000038146973,6.710000038146973,7.142000198364258,6.630000114440918,6.976666927337647,151597500 -14,2013-06-21,6.636666774749756,6.636666774749756,6.913332939147949,6.5,6.913332939147949,175779000 -15,2013-06-24,6.765999794006348,6.765999794006348,6.857999801635742,6.353332996368408,6.433332920074463,106797000 -16,2013-06-25,6.826666831970215,6.826666831970215,6.946667194366455,6.703332901000977,6.873332977294922,87730500 -17,2013-06-26,7.047999858856201,7.047999858856201,7.058000087738037,6.843999862670898,6.920000076293945,99039000 -18,2013-06-27,7.283332824707031,7.283332824707031,7.349999904632568,7.075333118438721,7.116666793823242,131173500 -19,2013-06-28,7.157332897186279,7.157332897186279,7.296000003814697,7.113999843597412,7.23799991607666,86229000 -20,2013-07-01,7.811999797821045,7.811999797821045,7.851333141326904,7.27666711807251,7.2906670570373535,163554000 -21,2013-07-02,7.854667186737059,7.854667186737059,8.12600040435791,7.699999809265137,7.883333206176758,180961500 -22,2013-07-03,7.682666778564453,7.682666778564453,7.949999809265137,7.618000030517578,7.866666793823242,72100500 -23,2013-07-05,8.005999565124512,8.005999565124512,8.018667221069336,7.7133331298828125,7.888000011444092,102280500 -24,2013-07-08,8.107333183288574,8.107333183288574,8.145333290100098,7.921332836151123,8.091333389282227,117213000 -25,2013-07-09,8.229999542236328,8.229999542236328,8.354666709899902,8.12733268737793,8.309332847595215,129049500 -26,2013-07-10,8.15133285522461,8.15133285522461,8.216667175292969,8.052666664123535,8.212667465209961,84001500 -27,2013-07-11,8.37399959564209,8.37399959564209,8.406000137329102,8.15666675567627,8.325332641601562,112254000 -28,2013-07-12,8.65999984741211,8.65999984741211,8.662667274475098,8.300666809082031,8.366666793823242,170160000 -29,2013-07-15,8.484000205993652,8.484000205993652,8.883999824523926,8.454667091369629,8.868666648864746,148836000 -30,2013-07-16,7.269999980926514,7.269999980926514,8.421333312988281,7.153333187103272,8.41866683959961,485578500 -31,2013-07-17,8.016667366027832,8.016667366027832,8.107999801635742,6.966667175292969,7.101333141326904,390435000 -32,2013-07-18,7.935332775115967,7.935332775115967,8.182000160217285,7.745333194732666,8.064666748046875,170971500 -33,2013-07-19,7.97866678237915,7.97866678237915,8.036666870117188,7.767333030700684,7.900000095367432,88354500 -34,2013-07-22,8.161999702453613,8.161999702453613,8.445332527160645,7.992000102996826,7.992667198181152,146967000 -35,2013-07-23,8.182666778564453,8.182666778564453,8.370667457580566,8.121333122253418,8.266667366027832,116046000 -36,2013-07-24,8.113332748413086,8.113332748413086,8.300000190734863,7.970666885375977,8.29800033569336,103035000 -37,2013-07-25,8.271332740783691,8.271332740783691,8.316666603088379,8.012666702270508,8.026666641235352,79264500 -38,2013-07-26,8.62600040435791,8.62600040435791,8.711999893188477,8.440667152404785,8.542667388916016,144496500 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-279,2014-07-11,14.541999816894531,14.541999816894531,14.773332595825195,14.506667137145996,14.707332611083984,49534500 -280,2014-07-14,15.113332748413086,15.113332748413086,15.252667427062988,14.363332748413086,14.666000366210938,108048000 -281,2014-07-15,14.638667106628418,14.638667106628418,15.17666721343994,14.539999961853027,15.11533260345459,85777500 -282,2014-07-16,14.477333068847656,14.477333068847656,14.986666679382324,14.454667091369627,14.788000106811523,60667500 -283,2014-07-17,14.359999656677246,14.359999656677246,14.703332901000977,14.239999771118164,14.410667419433594,69741000 -284,2014-07-18,14.66800022125244,14.66800022125244,14.747332572937012,14.395333290100098,14.396666526794434,63805500 -285,2014-07-21,14.702667236328123,14.702667236328123,14.880666732788086,14.447999954223633,14.483332633972168,57333000 -286,2014-07-22,14.638667106628418,14.638667106628418,14.886667251586914,14.607333183288574,14.812666893005373,40950000 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-399,2014-12-31,14.827333450317385,14.827333450317385,15.045332908630373,14.81666660308838,14.87266731262207,34462500 -400,2015-01-02,14.620667457580566,14.620667457580566,14.883333206176758,14.21733283996582,14.857999801635742,71466000 -401,2015-01-05,14.005999565124512,14.005999565124512,14.43333339691162,13.810667037963867,14.303333282470703,80527500 -402,2015-01-06,14.085332870483398,14.085332870483398,14.279999732971191,13.61400032043457,14.003999710083008,93928500 -403,2015-01-07,14.063332557678224,14.063332557678224,14.3186674118042,13.985333442687988,14.223333358764648,44526000 -404,2015-01-08,14.041333198547363,14.041333198547363,14.25333309173584,14.000666618347168,14.187333106994627,51637500 -405,2015-01-09,13.77733325958252,13.77733325958252,13.998666763305664,13.663999557495115,13.928000450134276,70024500 -406,2015-01-12,13.480667114257812,13.480667114257812,13.631333351135254,13.283332824707031,13.536666870117188,89254500 -407,2015-01-13,13.616666793823242,13.616666793823242,13.84066677093506,13.394000053405762,13.554667472839355,67159500 -408,2015-01-14,12.845999717712402,12.845999717712402,13.013333320617676,12.333333015441896,12.388667106628418,173278500 -409,2015-01-15,12.791333198547363,12.791333198547363,13.050000190734863,12.666666984558104,12.965999603271484,78247500 -410,2015-01-16,12.871333122253418,12.871333122253418,12.965999603271484,12.643333435058594,12.713333129882812,54048000 -411,2015-01-20,12.795332908630373,12.795332908630373,12.941332817077637,12.469332695007324,12.924667358398438,67548000 -412,2015-01-21,13.104666709899902,13.104666709899902,13.245332717895508,12.633999824523926,12.636667251586914,62295000 -413,2015-01-22,13.441332817077637,13.441332817077637,13.54933261871338,13.013333320617676,13.133333206176758,61753500 -414,2015-01-23,13.419333457946776,13.419333457946776,13.56666660308838,13.222000122070312,13.352666854858398,51579000 -415,2015-01-26,13.770000457763672,13.770000457763672,13.907999992370604,13.403332710266112,13.45533275604248,48517500 -416,2015-01-27,13.732000350952148,13.732000350952148,13.868666648864746,13.553333282470703,13.628000259399414,41715000 -417,2015-01-28,13.291333198547363,13.291333198547363,13.758000373840332,13.227999687194824,13.740667343139648,47244000 -418,2015-01-29,13.68000030517578,13.68000030517578,13.732000350952148,13.100000381469728,13.404666900634766,53221500 -419,2015-01-30,13.57333278656006,13.57333278656006,13.83133316040039,13.533332824707031,13.597332954406738,45105000 -420,2015-02-02,14.062666893005373,14.062666893005373,14.130000114440918,13.553333282470703,13.597999572753906,62238000 -421,2015-02-03,14.557332992553713,14.557332992553713,14.691332817077637,14.084667205810549,14.214667320251465,72393000 -422,2015-02-04,14.56999969482422,14.56999969482422,14.76533317565918,14.453332901000977,14.552666664123535,49581000 -423,2015-02-05,14.732666969299316,14.732666969299316,15.031999588012695,14.642666816711426,14.658666610717772,52843500 -424,2015-02-06,14.490667343139648,14.490667343139648,14.893333435058594,14.43333339691162,14.800000190734863,48658500 -425,2015-02-09,14.498666763305664,14.498666763305664,14.528667449951172,14.13266658782959,14.358667373657228,52086000 -426,2015-02-10,14.419333457946776,14.419333457946776,14.699999809265137,14.333333015441896,14.50333309173584,80857500 -427,2015-02-11,14.186667442321776,14.186667442321776,14.315999984741213,13.8186674118042,14.147333145141602,146536500 -428,2015-02-12,13.525333404541016,13.525333404541016,13.53933334350586,12.885333061218262,12.904666900634766,234744000 -429,2015-02-13,13.584667205810549,13.584667205810549,13.732666969299316,13.394000053405762,13.526666641235352,92865000 -430,2015-02-17,13.623332977294922,13.623332977294922,13.713333129882812,13.43333339691162,13.713333129882812,59694000 -431,2015-02-18,13.630666732788086,13.630666732788086,13.744667053222656,13.506667137145996,13.611332893371582,40704000 -432,2015-02-19,14.11400032043457,14.11400032043457,14.162667274475098,13.583333015441896,13.666666984558104,77311500 -433,2015-02-20,14.473999977111816,14.473999977111816,14.506667137145996,13.987333297729492,14.052000045776367,89731500 -434,2015-02-23,13.822667121887209,13.822667121887209,14.546667098999023,13.755332946777344,14.37733268737793,127497000 -435,2015-02-24,13.607333183288574,13.607333183288574,13.81933307647705,13.446666717529297,13.81933307647705,99054000 -436,2015-02-25,13.583999633789062,13.583999633789062,13.809332847595217,13.505332946777344,13.662667274475098,58642500 -437,2015-02-26,13.812666893005373,13.812666893005373,14.072667121887209,13.481332778930664,13.600000381469728,97093500 -438,2015-02-27,13.555999755859377,13.555999755859377,13.903332710266112,13.520000457763672,13.793333053588867,58231500 -439,2015-03-02,13.155332565307615,13.155332565307615,13.555999755859377,13.055333137512209,13.513333320617676,118831500 -440,2015-03-03,13.303999900817873,13.303999900817873,13.349332809448242,13.021332740783691,13.120667457580566,66484500 -441,2015-03-04,13.496000289916992,13.496000289916992,13.501333236694336,13.147333145141602,13.283332824707031,63330000 -442,2015-03-05,13.375332832336426,13.375332832336426,13.746000289916992,13.34333324432373,13.523332595825195,73155000 -443,2015-03-06,12.925333023071287,12.925333023071287,13.383333206176758,12.8100004196167,13.280667304992676,100686000 -444,2015-03-09,12.725333213806152,12.725333213806152,12.965999603271484,12.550000190734863,12.959333419799805,101050500 -445,2015-03-10,12.687999725341797,12.687999725341797,12.899999618530272,12.506667137145996,12.564000129699709,83695500 -446,2015-03-11,12.916000366210938,12.916000366210938,13.07866668701172,12.734000205993652,12.743332862854004,74623500 -447,2015-03-12,12.73799991607666,12.73799991607666,12.963333129882812,12.649999618530272,12.916666984558104,62239500 -448,2015-03-13,12.57866668701172,12.57866668701172,12.783332824707031,12.48799991607666,12.596667289733888,81514500 -449,2015-03-16,13.046667098999023,13.046667098999023,13.060667037963867,12.653332710266112,12.800000190734863,84432000 -450,2015-03-17,12.982000350952148,12.982000350952148,13.247332572937012,12.929332733154297,13.028667449951172,73411500 -451,2015-03-18,13.380666732788086,13.380666732788086,13.392000198364258,12.87399959564209,12.997332572937012,72313500 -452,2015-03-19,13.043333053588867,13.043333053588867,13.63933277130127,12.968667030334473,13.466667175292969,127128000 -453,2015-03-20,13.20533275604248,13.20533275604248,13.265999794006348,13.041333198547363,13.16333293914795,64042500 -454,2015-03-23,13.308667182922363,13.308667182922363,13.366666793823242,13.164667129516602,13.233332633972168,39474000 -455,2015-03-24,13.447999954223633,13.447999954223633,13.586000442504885,13.31666660308838,13.43866729736328,54748500 -456,2015-03-25,12.953332901000977,12.953332901000977,13.239333152770996,12.846667289733888,13.218000411987305,85956000 -457,2015-03-26,12.694000244140623,12.694000244140623,12.986000061035156,12.646666526794434,12.928000450134276,61920000 -458,2015-03-27,12.333333015441896,12.333333015441896,12.619333267211914,12.09333324432373,12.604666709899902,129073500 -459,2015-03-30,12.704667091369627,12.704667091369627,12.81666660308838,12.119999885559082,12.390000343322754,151342500 -460,2015-03-31,12.584667205810549,12.584667205810549,12.917332649230955,12.560667037963867,12.902000427246094,75399000 -461,2015-04-01,12.505999565124512,12.505999565124512,12.81999969482422,12.403332710266112,12.579999923706056,56919000 -462,2015-04-02,12.733332633972168,12.733332633972168,12.881999969482422,12.666666984558104,12.682000160217283,75156000 -463,2015-04-06,13.539999961853027,13.539999961853027,13.850000381469728,13.166666984558104,13.199999809265137,186837000 -464,2015-04-07,13.550000190734863,13.550000190734863,13.670666694641112,13.40933322906494,13.500666618347168,65218500 -465,2015-04-08,13.844667434692385,13.844667434692385,14.0600004196167,13.724666595458984,13.880000114440918,94546500 -466,2015-04-09,14.005999565124512,14.005999565124512,14.024666786193848,13.7413330078125,13.895333290100098,57003000 -467,2015-04-10,14.0600004196167,14.0600004196167,14.109999656677246,13.93333339691162,13.989999771118164,61015500 -468,2015-04-13,13.985333442687988,13.985333442687988,14.199999809265137,13.936667442321776,14.029333114624023,56373000 -469,2015-04-14,13.830666542053224,13.830666542053224,13.965999603271484,13.699999809265137,13.904666900634766,45390000 -470,2015-04-15,13.85533332824707,13.85533332824707,13.97266674041748,13.773332595825195,13.830666542053224,29286000 -471,2015-04-16,13.779999732971191,13.779999732971191,13.944666862487791,13.752667427062988,13.846667289733888,24886500 -472,2015-04-17,13.78600025177002,13.78600025177002,13.791999816894531,13.56666660308838,13.666000366210938,37048500 -473,2015-04-20,13.684666633605955,13.684666633605955,13.856666564941406,13.59000015258789,13.785332679748535,38389500 -474,2015-04-21,13.96066665649414,13.96066665649414,14.050000190734863,13.620667457580566,13.720000267028809,51487500 -475,2015-04-22,14.629332542419434,14.629332542419434,14.791999816894531,14.112667083740234,14.166666984558104,117945000 -476,2015-04-23,14.57333278656006,14.57333278656006,14.76533317565918,14.476667404174805,14.5513334274292,66168000 -477,2015-04-24,14.562000274658203,14.562000274658203,14.720000267028809,14.534000396728516,14.699999809265137,36417000 -478,2015-04-27,15.436667442321776,15.436667442321776,15.916666984558104,14.800000190734863,14.837332725524902,175089000 -479,2015-04-28,15.36533260345459,15.36533260345459,15.699999809265137,15.20199966430664,15.649999618530272,91281000 -480,2015-04-29,15.49666690826416,15.49666690826416,15.664667129516602,15.175333023071287,15.33666706085205,59041500 -481,2015-04-30,15.06999969482422,15.06999969482422,15.526000022888184,15.011333465576172,15.359333038330078,58678500 -482,2015-05-01,15.0686674118042,15.0686674118042,15.451333045959473,14.694000244140623,15.329333305358888,79225500 -483,2015-05-04,15.36733341217041,15.36733341217041,15.648667335510254,15.140666961669922,15.211999893188477,66519000 -484,2015-05-05,15.529999732971191,15.529999732971191,15.966667175292969,15.275333404541016,15.850666999816896,86953500 -485,2015-05-06,15.362000465393066,15.362000465393066,15.631333351135254,15.213333129882812,15.606666564941406,79063500 -486,2015-05-07,15.786666870117188,15.786666870117188,15.83199977874756,14.68333339691162,14.733332633972168,141838500 -487,2015-05-08,15.77400016784668,15.77400016784668,15.894000053405762,15.579999923706056,15.732666969299316,70023000 -488,2015-05-11,15.965999603271484,15.965999603271484,16.191999435424805,15.687333106994627,15.752667427062988,85084500 -489,2015-05-12,16.31599998474121,16.31599998474121,16.42333221435547,15.879332542419434,16.007333755493164,95451000 -490,2015-05-13,16.211999893188477,16.211999893188477,16.553333282470703,16.149999618530273,16.507333755493164,81603000 -491,2015-05-14,16.273332595825195,16.273332595825195,16.326000213623047,16.083332061767578,16.321332931518555,43438500 -492,2015-05-15,16.589332580566406,16.589332580566406,16.626667022705078,16.166667938232422,16.261999130249023,67914000 -493,2015-05-18,16.583332061767578,16.583332061767578,16.65999984741211,16.399999618530273,16.46666717529297,50298000 -494,2015-05-19,16.47599983215332,16.47599983215332,16.733333587646484,16.40999984741211,16.562000274658203,55113000 -495,2015-05-20,16.290000915527344,16.290000915527344,16.516000747680664,16.091333389282227,16.475332260131836,56334000 -496,2015-05-21,16.374666213989258,16.374666213989258,16.441333770751953,16.157333374023438,16.20199966430664,29559000 -497,2015-05-22,16.51533317565918,16.51533317565918,16.573333740234375,16.333999633789062,16.358667373657227,33346500 -498,2015-05-26,16.497333526611328,16.497333526611328,16.799999237060547,16.433332443237305,16.511999130249023,52480500 -499,2015-05-27,16.495332717895508,16.495332717895508,16.633333206176758,16.3700008392334,16.567333221435547,51123000 -500,2015-05-28,16.76333236694336,16.76333236694336,16.786666870117188,16.336666107177734,16.468666076660156,54709500 -501,2015-05-29,16.719999313354492,16.719999313354492,16.857999801635742,16.6286678314209,16.733333587646484,56839500 -502,2015-06-01,16.6299991607666,16.6299991607666,16.773332595825195,16.49799919128418,16.76066780090332,37576500 -503,2015-06-02,16.55666732788086,16.55666732788086,16.626667022705078,16.420000076293945,16.594667434692383,32022000 -504,2015-06-03,16.599332809448242,16.599332809448242,16.71466636657715,16.46733283996582,16.546667098999023,26722500 -505,2015-06-04,16.39466667175293,16.39466667175293,16.6200008392334,16.380666732788086,16.5,36804000 -506,2015-06-05,16.609333038330078,16.609333038330078,16.64666748046875,16.3786678314209,16.399999618530273,45330000 -507,2015-06-08,17.086000442504883,17.086000442504883,17.25,16.687332153320312,16.72333335876465,75255000 -508,2015-06-09,17.066667556762695,17.066667556762695,17.182666778564453,16.94266700744629,17.02666664123535,39166500 -509,2015-06-10,16.713333129882812,16.713333129882812,16.933332443237305,16.566667556762695,16.793333053588867,51817500 -510,2015-06-11,16.76066780090332,16.76066780090332,16.95800018310547,16.69533348083496,16.884000778198242,30661500 -511,2015-06-12,16.71266746520996,16.71266746520996,16.8973331451416,16.680667877197266,16.680667877197266,21334500 -512,2015-06-15,16.691999435424805,16.691999435424805,16.75200080871582,16.400667190551758,16.64666748046875,32793000 -513,2015-06-16,16.874666213989258,16.874666213989258,16.895999908447266,16.606666564941406,16.67533302307129,29770500 -514,2015-06-17,17.360666275024414,17.360666275024414,17.624000549316406,16.801332473754883,16.81133270263672,82693500 -515,2015-06-18,17.459333419799805,17.459333419799805,17.56399917602539,17.334667205810547,17.46666717529297,41740500 -516,2015-06-19,17.500667572021484,17.500667572021484,17.586666107177734,17.34000015258789,17.49333381652832,36945000 -517,2015-06-22,17.319332122802734,17.319332122802734,17.626667022705078,17.04599952697754,17.476667404174805,68416500 -518,2015-06-23,17.844667434692383,17.844667434692383,17.866666793823242,17.238000869750977,17.35466766357422,58062000 -519,2015-06-24,17.67799949645996,17.67799949645996,17.823333740234375,17.58133316040039,17.798667907714844,36184500 -520,2015-06-25,17.91933250427246,17.91933250427246,18.0939998626709,17.683332443237305,17.76333236694336,42738000 -521,2015-06-26,17.805999755859375,17.805999755859375,17.94066619873047,17.733333587646484,17.926000595092773,57576000 -522,2015-06-29,17.468000411987305,17.468000411987305,17.729999542236328,17.3799991607666,17.463333129882812,52183500 -523,2015-06-30,17.884000778198242,17.884000778198242,18.06133270263672,17.600000381469727,17.65333366394043,46303500 -524,2015-07-01,17.94333267211914,17.94333267211914,18.17466735839844,17.856666564941406,18.073999404907227,31518000 -525,2015-07-02,18.667999267578125,18.667999267578125,18.82999992370605,18.220666885375977,18.68000030517578,107458500 -526,2015-07-06,18.64800071716309,18.64800071716309,18.779333114624023,18.420000076293945,18.59199905395508,61828500 -527,2015-07-07,17.858667373657227,17.858667373657227,18.34666633605957,17.384666442871094,18.333332061767575,91576500 -528,2015-07-08,16.997333526611328,16.997333526611328,17.386667251586914,16.95400047302246,17.288000106811523,93316500 -529,2015-07-09,17.19466781616211,17.19466781616211,17.530000686645508,17.119333267211914,17.27199935913086,50011500 -530,2015-07-10,17.27666664123535,17.27666664123535,17.53333282470703,17.187999725341797,17.481332778930664,39163500 -531,2015-07-13,17.477333068847656,17.477333068847656,17.503332138061523,17.06999969482422,17.483333587646484,44404500 -532,2015-07-14,17.709999084472656,17.709999084472656,17.732667922973633,17.367332458496094,17.47333335876465,28614000 -533,2015-07-15,17.542667388916016,17.542667388916016,17.832666397094727,17.472000122070312,17.78266716003418,30324000 -534,2015-07-16,17.778667449951172,17.778667449951172,17.81333351135254,17.54400062561035,17.614667892456055,24240000 -535,2015-07-17,18.310667037963867,18.310667037963867,18.369333267211918,17.883333206176758,18.166667938232425,75061500 -536,2015-07-20,18.817333221435547,18.817333221435547,19.11000061035156,18.16933250427246,18.333332061767575,74677500 -537,2015-07-21,17.784666061401367,17.784666061401367,18.233333587646484,17.770000457763672,18.003332138061523,91630500 -538,2015-07-22,17.857999801635742,17.857999801635742,17.96266746520996,17.390666961669922,17.417999267578125,46575000 -539,2015-07-23,17.81333351135254,17.81333351135254,17.99333381652832,17.684667587280273,17.976667404174805,33408000 -540,2015-07-24,17.694000244140625,17.694000244140625,18.07266616821289,17.594667434692383,17.825332641601562,42547500 -541,2015-07-27,16.867332458496094,16.867332458496094,17.6286678314209,16.71933364868164,17.495332717895508,70413000 -542,2015-07-28,17.654666900634766,17.654666900634766,17.69333267211914,16.78933334350586,17.049999237060547,58437000 -543,2015-07-29,17.58799934387207,17.58799934387207,17.859333038330078,17.46666717529297,17.618000030517578,41851500 -544,2015-07-30,17.785999298095703,17.785999298095703,17.79599952697754,17.474000930786133,17.512666702270508,30519000 -545,2015-07-31,17.74333381652832,17.74333381652832,17.957332611083984,17.674667358398438,17.84000015258789,33339000 -546,2015-08-03,17.332666397094727,17.332666397094727,17.78066635131836,17.13800048828125,17.752666473388672,38302500 -547,2015-08-04,17.75200080871582,17.75200080871582,17.781333923339844,17.222667694091797,17.333999633789062,35287500 -548,2015-08-05,18.0086669921875,18.0086669921875,18.06666755676269,17.360000610351562,17.57200050354004,93214500 -549,2015-08-06,16.408666610717773,16.408666610717773,17.0,15.7413330078125,16.63599967956543,219357000 -550,2015-08-07,16.167333602905273,16.167333602905273,16.248666763305664,15.892666816711426,16.238666534423828,76101000 -551,2015-08-10,16.076000213623047,16.076000213623047,16.197999954223633,15.736666679382324,15.876667022705078,62788500 -552,2015-08-11,15.824666976928713,15.824666976928713,15.953332901000977,15.629332542419434,15.8100004196167,63973500 -553,2015-08-12,15.878000259399414,15.878000259399414,15.98466682434082,15.515999794006348,15.666666984558104,55920000 -554,2015-08-13,16.167333602905273,16.167333602905273,16.43199920654297,15.941332817077637,15.990667343139648,70338000 -555,2015-08-14,16.209999084472656,16.209999084472656,16.528667449951172,16.118000030517578,16.482667922973633,65472000 -556,2015-08-17,16.999332427978516,16.999332427978516,17.106000900268555,16.700666427612305,17.03733253479004,107650500 -557,2015-08-18,17.381332397460938,17.381332397460938,17.39666748046875,16.90399932861328,17.025333404541016,62925000 -558,2015-08-19,17.016666412353516,17.016666412353516,17.376667022705078,17.001333236694336,17.35533332824707,54064500 -559,2015-08-20,16.14533233642578,16.14533233642578,16.970666885375977,16.126667022705078,16.804000854492188,73587000 -560,2015-08-21,15.38466739654541,15.38466739654541,16.253332138061523,15.36733341217041,15.733332633972168,98853000 -561,2015-08-24,14.591333389282228,14.591333389282228,15.42666721343994,13.0,13.519332885742188,143724000 -562,2015-08-25,14.66866683959961,14.66866683959961,15.393333435058594,14.607999801635742,15.368000030517578,64909500 -563,2015-08-26,14.989333152770996,14.989333152770996,15.199999809265137,14.36733341217041,15.195332527160645,74445000 -564,2015-08-27,16.19933319091797,16.19933319091797,16.316667556762695,15.387332916259766,15.399999618530272,114840000 -565,2015-08-28,16.565332412719727,16.565332412719727,16.76333236694336,16.10466766357422,16.124000549316406,82705500 -566,2015-08-31,16.604000091552734,16.604000091552734,16.996667861938477,16.367332458496094,16.374666213989258,70503000 -567,2015-09-01,15.908666610717772,15.908666610717772,16.399999618530273,15.79800033569336,16.022666931152344,81822000 -568,2015-09-02,16.512666702270508,16.512666702270508,16.525333404541016,15.985333442687988,16.35333251953125,69438000 -569,2015-09-03,16.3713321685791,16.3713321685791,16.80533218383789,16.333332061767578,16.804000854492188,62922000 -570,2015-09-04,16.1286678314209,16.1286678314209,16.272666931152344,15.880000114440918,16.05933380126953,55338000 -571,2015-09-08,16.544666290283203,16.544666290283203,16.610666275024414,16.270000457763672,16.336666107177734,47073000 -572,2015-09-09,16.5939998626709,16.5939998626709,16.950000762939453,16.553333282470703,16.803333282470703,50862000 -573,2015-09-10,16.565332412719727,16.565332412719727,16.71466636657715,16.35533332824707,16.48200035095215,40635000 -574,2015-09-11,16.682666778564453,16.682666778564453,16.682666778564453,16.315332412719727,16.50933265686035,35262000 -575,2015-09-14,16.87933349609375,16.87933349609375,16.950000762939453,16.64466667175293,16.739999771118164,43363500 -576,2015-09-15,16.904666900634766,16.904666900634766,16.97333335876465,16.633333206176758,16.850000381469727,44002500 -577,2015-09-16,17.483333587646484,17.483333587646484,17.525333404541016,16.858667373657227,16.869333267211914,66256500 -578,2015-09-17,17.471332550048828,17.471332550048828,17.700000762939453,17.37933349609375,17.597333908081055,53787000 -579,2015-09-18,17.374666213989258,17.374666213989258,17.58799934387207,17.166667938232422,17.19733238220215,56446500 -580,2015-09-21,17.613332748413086,17.613332748413086,18.10466766357422,17.053333282470703,17.59866714477539,91803000 -581,2015-09-22,17.395999908447266,17.395999908447266,17.510000228881836,17.058000564575195,17.268667221069336,54966000 -582,2015-09-23,17.40399932861328,17.40399932861328,17.472000122070312,17.172000885009766,17.463333129882812,39012000 -583,2015-09-24,17.541332244873047,17.541332244873047,17.56333351135254,17.08066749572754,17.302000045776367,51723000 -584,2015-09-25,17.12733268737793,17.12733268737793,17.79400062561035,17.07666778564453,17.77400016784668,56601000 -585,2015-09-28,16.562000274658203,16.562000274658203,17.319332122802734,16.44066619873047,17.156667709350586,73516500 -586,2015-09-29,16.44333267211914,16.44333267211914,16.98200035095215,16.36400032043457,16.69733238220215,55548000 -587,2015-09-30,16.559999465942383,16.559999465942383,16.82666778564453,16.1560001373291,16.799999237060547,73944000 -588,2015-10-01,15.991999626159668,15.991999626159668,16.566667556762695,15.808667182922363,16.500667572021484,68595000 -589,2015-10-02,16.504667282104492,16.504667282104492,16.51333236694336,15.661999702453612,15.706666946411133,66360000 -590,2015-10-05,16.40999984741211,16.40999984741211,16.6560001373291,16.275333404541016,16.589332580566406,55348500 -591,2015-10-06,16.097333908081055,16.097333908081055,16.20199966430664,15.70533275604248,16.0,78378000 -592,2015-10-07,15.46399974822998,15.46399974822998,15.846667289733888,15.274666786193848,15.775333404541016,102210000 -593,2015-10-08,15.114666938781738,15.114666938781738,15.381333351135254,14.753999710083008,15.338666915893556,91998000 -594,2015-10-09,14.71266746520996,14.71266746520996,14.958000183105469,14.557332992553713,14.728667259216309,92376000 -595,2015-10-12,14.371999740600586,14.371999740600586,14.866666793823242,14.351332664489746,14.866000175476074,57544500 -596,2015-10-13,14.616666793823242,14.616666793823242,14.834667205810549,14.075332641601562,14.218667030334473,77572500 -597,2015-10-14,14.458666801452637,14.458666801452637,14.729999542236328,14.362000465393066,14.711333274841309,46566000 -598,2015-10-15,14.753999710083008,14.753999710083008,14.781999588012695,14.24666690826416,14.428667068481444,42663000 -599,2015-10-16,15.133999824523926,15.133999824523926,15.36533260345459,14.857999801635742,14.869333267211914,65017500 -600,2015-10-19,15.206666946411133,15.206666946411133,15.40999984741211,14.996000289916992,15.100000381469728,37618500 -601,2015-10-20,14.20199966430664,14.20199966430664,15.239999771118164,13.466667175292969,15.1813325881958,223500000 -602,2015-10-21,14.005999565124512,14.005999565124512,14.320667266845703,13.920000076293944,14.13266658782959,62272500 -603,2015-10-22,14.114666938781738,14.114666938781738,14.383333206176758,13.960000038146973,14.104000091552734,42378000 -604,2015-10-23,13.939332962036133,13.939332962036133,14.356666564941406,13.845999717712402,14.333333015441896,63532500 -605,2015-10-26,14.350666999816896,14.350666999816896,14.392000198364258,14.0,14.092000007629396,50871000 -606,2015-10-27,14.023332595825195,14.023332595825195,14.473333358764648,13.833999633789062,14.322667121887209,52791000 -607,2015-10-28,14.197333335876465,14.197333335876465,14.229999542236328,13.886667251586914,14.087332725524902,40929000 -608,2015-10-29,14.108667373657228,14.108667373657228,14.25,14.042667388916016,14.116666793823242,27075000 -609,2015-10-30,13.795332908630373,13.795332908630373,14.108667373657228,13.592666625976562,14.026666641235352,66583500 -610,2015-11-02,14.252667427062988,14.252667427062988,14.386667251586914,13.814666748046877,13.928000450134276,58918500 -611,2015-11-03,13.890000343322754,13.890000343322754,14.29599952697754,13.850000381469728,14.256667137145996,124987500 -612,2015-11-04,15.44200038909912,15.44200038909912,15.515999794006348,15.013333320617676,15.133333206176758,190896000 -613,2015-11-05,15.451333045959473,15.451333045959473,15.638667106628418,15.279333114624023,15.371999740600586,67452000 -614,2015-11-06,15.490667343139648,15.490667343139648,15.557332992553713,15.300000190734863,15.380000114440918,36679500 -615,2015-11-09,15.022000312805176,15.022000312805176,15.53266716003418,14.95400047302246,15.53266716003418,57763500 -616,2015-11-10,14.43333339691162,14.43333339691162,14.91333293914795,14.405332565307615,14.898667335510254,69255000 -617,2015-11-11,14.60533332824707,14.60533332824707,14.631999969482422,14.241999626159668,14.517999649047852,50217000 -618,2015-11-12,14.196000099182127,14.196000099182127,14.600000381469728,14.177332878112791,14.523332595825195,43738500 -619,2015-11-13,13.812666893005373,13.812666893005373,14.199333190917969,13.767999649047852,14.196666717529297,51454500 -620,2015-11-16,14.28733253479004,14.28733253479004,14.33199977874756,13.720000267028809,13.739333152770996,43881000 -621,2015-11-17,14.266667366027832,14.266667366027832,14.399999618530272,14.09333324432373,14.346667289733888,32230500 -622,2015-11-18,14.73799991607666,14.73799991607666,14.7586669921875,14.16800022125244,14.300000190734863,42178500 -623,2015-11-19,14.786666870117188,14.786666870117188,15.079333305358888,14.686667442321776,14.702667236328123,37566000 -624,2015-11-20,14.667332649230955,14.667332649230955,15.0,14.238666534423828,14.899333000183104,66010500 -625,2015-11-23,14.516667366027832,14.516667366027832,14.612000465393066,14.312000274658203,14.489999771118164,37893000 -626,2015-11-24,14.550000190734863,14.550000190734863,14.733332633972168,14.333333015441896,14.357999801635742,37204500 -627,2015-11-25,15.309332847595217,15.309332847595217,15.388667106628418,14.69200038909912,14.755999565124512,59862000 -628,2015-11-27,15.440667152404783,15.440667152404783,15.483332633972168,15.133999824523926,15.404000282287598,29241000 -629,2015-11-30,15.350666999816896,15.350666999816896,15.618666648864746,15.272000312805176,15.452667236328123,39897000 -630,2015-12-01,15.812666893005373,15.812666893005373,15.866666793823242,15.403332710266112,15.404000282287598,56010000 -631,2015-12-02,15.465999603271484,15.465999603271484,15.90666675567627,15.415332794189451,15.800000190734863,44722500 -632,2015-12-03,15.513999938964844,15.513999938964844,15.829999923706056,15.333333015441896,15.6986665725708,44094000 -633,2015-12-04,15.358667373657228,15.358667373657228,15.5513334274292,15.177332878112791,15.497332572937012,38604000 -634,2015-12-07,15.408666610717772,15.408666610717772,15.708666801452637,15.076666831970217,15.18000030517578,47163000 -635,2015-12-08,15.114666938781738,15.114666938781738,15.25333309173584,14.946666717529297,15.16800022125244,40314000 -636,2015-12-09,14.968000411987305,14.968000411987305,15.166666984558104,14.714667320251465,15.113332748413086,45867000 -637,2015-12-10,15.137999534606934,15.137999534606934,15.232666969299316,14.90933322906494,14.980667114257812,31075500 -638,2015-12-11,14.468000411987305,14.468000411987305,15.050000190734863,14.442667007446287,15.015999794006348,49030500 -639,2015-12-14,14.571999549865724,14.571999549865724,14.727999687194824,14.324666976928713,14.500666618347168,42406500 -640,2015-12-15,14.739333152770996,14.739333152770996,14.814666748046877,14.533332824707031,14.788000106811523,33666000 -641,2015-12-16,15.633999824523926,15.633999824523926,15.658666610717772,14.715332984924316,14.80666732788086,76564500 -642,2015-12-17,15.559332847595217,15.559332847595217,15.850666999816896,15.320667266845703,15.595999717712402,49479000 -643,2015-12-18,15.36400032043457,15.36400032043457,15.726667404174805,15.28600025177002,15.526000022888184,45213000 -644,2015-12-21,15.503999710083008,15.503999710083008,15.722000122070312,15.405332565307615,15.446000099182127,29298000 -645,2015-12-22,15.329999923706056,15.329999923706056,15.770000457763672,15.308667182922363,15.666000366210938,29422500 -646,2015-12-23,15.313332557678224,15.313332557678224,15.563332557678224,15.208666801452637,15.478667259216309,23325000 -647,2015-12-24,15.371333122253418,15.371333122253418,15.458666801452637,15.218667030334473,15.370667457580566,10620000 -648,2015-12-28,15.263333320617676,15.263333320617676,15.465332984924316,15.03600025177002,15.432666778564451,28519500 -649,2015-12-29,15.812666893005373,15.812666893005373,15.847999572753906,15.303333282470703,15.337332725524902,36094500 -650,2015-12-30,15.87266731262207,15.87266731262207,16.242000579833984,15.711333274841309,15.773332595825195,55468500 -651,2015-12-31,16.000667572021484,16.000667572021484,16.229999542236328,15.891332626342772,15.900667190551758,40725000 -652,2016-01-04,14.894000053405762,14.894000053405762,15.425333023071287,14.600000381469728,15.381333351135254,102406500 -653,2016-01-05,14.895333290100098,14.895333290100098,15.12600040435791,14.666666984558104,15.09066677093506,47802000 -654,2016-01-06,14.602666854858398,14.602666854858398,14.670000076293944,14.398667335510254,14.666666984558104,56686500 -655,2016-01-07,14.376667022705078,14.376667022705078,14.562666893005373,14.244667053222656,14.279333114624023,53314500 -656,2016-01-08,14.06666660308838,14.06666660308838,14.696000099182127,14.0513334274292,14.52400016784668,54421500 -657,2016-01-11,13.856666564941406,13.856666564941406,14.296667098999023,13.533332824707031,14.267333030700684,61371000 -658,2016-01-12,13.998000144958496,13.998000144958496,14.249333381652832,13.687333106994627,14.106666564941406,46378500 -659,2016-01-13,13.354000091552734,13.354000091552734,14.17666721343994,13.333333015441896,14.133999824523926,61896000 -660,2016-01-14,13.745332717895508,13.745332717895508,14.0,12.892000198364258,13.480667114257812,97360500 -661,2016-01-15,13.666000366210938,13.666000366210938,13.67133331298828,13.149999618530272,13.264666557312012,83679000 -662,2016-01-19,13.64799976348877,13.64799976348877,14.031332969665527,13.385333061218262,13.913999557495115,60580500 -663,2016-01-20,13.24666690826416,13.24666690826416,13.41866683959961,12.75,13.293333053588867,87579000 -664,2016-01-21,13.33133316040039,13.33133316040039,13.548666954040527,13.001333236694336,13.436667442321776,47493000 -665,2016-01-22,13.50333309173584,13.50333309173584,13.699999809265137,13.268667221069336,13.653332710266112,46861500 -666,2016-01-25,13.092000007629396,13.092000007629396,13.571332931518556,13.058667182922363,13.337332725524902,40480500 -667,2016-01-26,12.904000282287598,12.904000282287598,13.187999725341797,12.592000007629396,13.113332748413086,74463000 -668,2016-01-27,12.538000106811523,12.538000106811523,12.883999824523926,12.38466739654541,12.825332641601562,54258000 -669,2016-01-28,12.646666526794434,12.646666526794434,12.751999855041504,12.160667419433594,12.719332695007324,68892000 -670,2016-01-29,12.74666690826416,12.74666690826416,12.916000366210938,12.538666725158691,12.66333293914795,42784500 -671,2016-02-01,13.129332542419434,13.129332542419434,13.3013334274292,12.18333339691162,12.583999633789062,79464000 -672,2016-02-02,12.185333251953123,12.185333251953123,12.874667167663574,12.01533317565918,12.82800006866455,86604000 -673,2016-02-03,11.565333366394045,11.565333366394045,12.262666702270508,11.345333099365234,12.239333152770996,118971000 -674,2016-02-04,11.68866729736328,11.68866729736328,11.732000350952148,11.13266658782959,11.380000114440918,65781000 -675,2016-02-05,10.84000015258789,10.84000015258789,11.533332824707031,10.515999794006348,11.420000076293944,141564000 -676,2016-02-08,9.866000175476074,9.866000175476074,10.476667404174805,9.733332633972168,10.473333358764648,139695000 -677,2016-02-09,9.883333206176758,9.883333206176758,10.652667045593262,9.403332710266112,9.48799991607666,129774000 -678,2016-02-10,9.57800006866455,9.57800006866455,10.33133316040039,9.449333190917969,10.033332824707031,156097500 -679,2016-02-11,10.031332969665527,10.031332969665527,10.883999824523926,9.800000190734863,10.133333206176758,213786000 -680,2016-02-12,10.06933307647705,10.06933307647705,10.46733283996582,9.579999923706056,10.333333015441896,108537000 -681,2016-02-16,10.344667434692385,10.344667434692385,10.863332748413086,10.27400016784668,10.579999923706056,83907000 -682,2016-02-17,11.245332717895508,11.245332717895508,11.28933334350586,10.445332527160645,10.600000381469728,87378000 -683,2016-02-18,11.118000030517578,11.118000030517578,11.529999732971191,10.98466682434082,11.494667053222656,58314000 -684,2016-02-19,11.10533332824707,11.10533332824707,11.166000366210938,10.833333015441896,10.910667419433594,44391000 -685,2016-02-22,11.849332809448242,11.849332809448242,11.927332878112791,11.32333278656006,11.341333389282228,75901500 -686,2016-02-23,11.814000129699709,11.814000129699709,12.11533260345459,11.57866668701172,11.744000434875488,89766000 -687,2016-02-24,11.93333339691162,11.93333339691162,11.966667175292969,11.189332962036133,11.516667366027832,80934000 -688,2016-02-25,12.495332717895508,12.495332717895508,12.567999839782717,11.68000030517578,11.90999984741211,86260500 -689,2016-02-26,12.689332962036133,12.689332962036133,12.800000190734863,12.333333015441896,12.579999923706056,90976500 -690,2016-02-29,12.795332908630373,12.795332908630373,13.09000015258789,12.614666938781738,12.826666831970217,67485000 -691,2016-03-01,12.423333168029783,12.423333168029783,13.063332557678224,12.18000030517578,12.949999809265137,100683000 -692,2016-03-02,12.555999755859377,12.555999755859377,12.567999839782717,12.100000381469728,12.248666763305664,72936000 -693,2016-03-03,13.04933261871338,13.04933261871338,13.161333084106444,12.281332969665527,12.552000045776367,72435000 -694,2016-03-04,13.402667045593262,13.402667045593262,13.60200023651123,13.166666984558104,13.199999809265137,97336500 -695,2016-03-07,13.685999870300291,13.685999870300291,13.979999542236328,13.15999984741211,13.178667068481444,79941000 -696,2016-03-08,13.506667137145996,13.506667137145996,13.833333015441896,13.479999542236328,13.56666660308838,62680500 -697,2016-03-09,13.914667129516602,13.914667129516602,13.958000183105469,13.519332885742188,13.63466739654541,48129000 -698,2016-03-10,13.678667068481444,13.678667068481444,14.219332695007324,13.378000259399414,14.0,77887500 -699,2016-03-11,13.833333015441896,13.833333015441896,13.961333274841309,13.68866729736328,13.862000465393066,50146500 -700,2016-03-14,14.34333324432373,14.34333324432373,14.447999954223633,14.042667388916016,14.17666721343994,60985500 -701,2016-03-15,14.555999755859377,14.555999755859377,14.597999572753906,14.100000381469728,14.284667015075684,47707500 -702,2016-03-16,14.795332908630373,14.795332908630373,14.838666915893556,14.468000411987305,14.533332824707031,52750500 -703,2016-03-17,15.092000007629396,15.092000007629396,15.233332633972168,14.666666984558104,14.764666557312012,56743500 -704,2016-03-18,15.515999794006348,15.515999794006348,15.631999969482422,15.20400047302246,15.273332595825195,70677000 -705,2016-03-21,15.887999534606934,15.887999534606934,15.991999626159668,15.666666984558104,15.689332962036133,79617000 -706,2016-03-22,15.616000175476074,15.616000175476074,15.932666778564451,15.503999710083008,15.814000129699709,64740000 -707,2016-03-23,14.838666915893556,14.838666915893556,15.648667335510254,14.802000045776367,15.4913330078125,74232000 -708,2016-03-24,15.18333339691162,15.18333339691162,15.259332656860352,14.333333015441896,14.385333061218262,74413500 -709,2016-03-28,15.350666999816896,15.350666999816896,15.654000282287598,15.0,15.440667152404783,58885500 -710,2016-03-29,15.342000007629396,15.342000007629396,15.491999626159668,15.022000312805176,15.326000213623049,60214500 -711,2016-03-30,15.12600040435791,15.12600040435791,15.699999809265137,15.100000381469728,15.672666549682615,60495000 -712,2016-03-31,15.317999839782717,15.317999839782717,15.82800006866455,15.000666618347168,15.28933334350586,120193500 -713,2016-04-01,15.839332580566406,15.839332580566406,16.52666664123535,15.550000190734863,16.32200050354004,239962500 -714,2016-04-04,16.465999603271484,16.465999603271484,16.808000564575195,16.242666244506836,16.607999801635742,202129500 -715,2016-04-05,17.031333923339844,17.031333923339844,17.104000091552734,16.0,16.03333282470703,149230500 -716,2016-04-06,17.69466781616211,17.69466781616211,17.849332809448242,16.89666748046875,16.931333541870117,175582500 -717,2016-04-07,17.14666748046875,17.14666748046875,17.95599937438965,16.96733283996582,17.76333236694336,132843000 -718,2016-04-08,16.67133331298828,16.67133331298828,17.38800048828125,16.534666061401367,17.366666793823242,110458500 -719,2016-04-11,16.661333084106445,16.661333084106445,17.266000747680664,16.35333251953125,16.733333587646484,137425500 -720,2016-04-12,16.521333694458008,16.521333694458008,16.786666870117188,16.242000579833984,16.633333206176758,86448000 -721,2016-04-13,16.968666076660156,16.968666076660156,17.03333282470703,16.488666534423828,16.567333221435547,73884000 -722,2016-04-14,16.790666580200195,16.790666580200195,17.12266731262207,16.73666763305664,16.866666793823242,61983000 -723,2016-04-15,16.96733283996582,16.96733283996582,16.97333335876465,16.607999801635742,16.753999710083008,56286000 -724,2016-04-18,16.92533302307129,16.92533302307129,17.220666885375977,16.777332305908203,16.815332412719727,64071000 -725,2016-04-19,16.4913330078125,16.4913330078125,16.95800018310547,16.083332061767578,16.874666213989258,95362500 -726,2016-04-20,16.6646671295166,16.6646671295166,16.910667419433594,16.100000381469727,16.417333602905273,77911500 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-735,2016-05-03,15.48799991607666,15.48799991607666,15.927332878112791,15.441332817077637,15.824000358581545,64533000 -736,2016-05-04,14.837332725524902,14.837332725524902,15.630666732788086,14.69333267211914,15.352666854858398,130507500 -737,2016-05-05,14.10200023651123,14.10200023651123,15.242667198181152,13.986000061035156,15.230667114257812,168822000 -738,2016-05-06,14.32866668701172,14.32866668701172,14.424667358398438,13.87399959564209,14.05799961090088,85278000 -739,2016-05-09,13.928000450134276,13.928000450134276,14.40999984741211,13.786666870117188,14.381333351135254,71646000 -740,2016-05-10,13.912667274475098,13.912667274475098,13.964667320251465,13.666666984558104,13.83666706085205,61059000 -741,2016-05-11,13.93066692352295,13.93066692352295,14.36533260345459,13.736666679382324,13.839332580566406,77428500 -742,2016-05-12,13.8186674118042,13.8186674118042,14.111332893371582,13.577333450317385,14.095999717712402,54757500 -743,2016-05-13,13.84066677093506,13.84066677093506,14.079999923706056,13.779999732971191,13.85200023651123,42342000 -744,2016-05-16,13.88599967956543,13.88599967956543,14.210000038146973,13.861332893371582,13.876667022705078,44241000 -745,2016-05-17,13.644000053405762,13.644000053405762,13.98799991607666,13.601332664489746,13.936667442321776,42654000 -746,2016-05-18,14.07800006866455,14.07800006866455,14.354000091552734,13.850000381469728,13.94333267211914,84262500 -747,2016-05-19,14.347332954406738,14.347332954406738,14.452667236328123,13.81999969482422,14.2413330078125,102994500 -748,2016-05-20,14.685333251953123,14.685333251953123,14.703332901000977,14.423333168029783,14.465999603271484,135106500 -749,2016-05-23,14.414667129516602,14.414667129516602,14.84000015258789,14.390666961669922,14.657999992370604,76537500 -750,2016-05-24,14.52733325958252,14.52733325958252,14.582667350769045,14.345333099365234,14.4399995803833,45207000 -751,2016-05-25,14.638667106628418,14.638667106628418,14.757332801818848,14.434000015258787,14.52733325958252,46902000 -752,2016-05-26,15.008000373840332,15.008000373840332,15.017333030700684,14.603333473205566,14.699999809265137,61086000 -753,2016-05-27,14.869333267211914,14.869333267211914,15.062000274658203,14.716667175292969,14.999333381652832,54754500 -754,2016-05-31,14.881999969482422,14.881999969482422,14.983332633972168,14.766667366027832,14.869333267211914,41835000 -755,2016-06-01,14.637332916259766,14.637332916259766,14.826666831970217,14.459333419799805,14.76533317565918,44740500 -756,2016-06-02,14.597332954406738,14.597332954406738,14.660667419433594,14.473999977111816,14.63933277130127,30492000 -757,2016-06-03,14.599332809448242,14.599332809448242,14.79599952697754,14.534000396728516,14.666666984558104,33435000 -758,2016-06-06,14.711999893188477,14.711999893188477,14.726667404174805,14.363332748413086,14.533332824707031,33742500 -759,2016-06-07,15.489333152770996,15.489333152770996,15.629332542419434,14.767999649047852,14.815999984741213,93204000 -760,2016-06-08,15.701333045959473,15.701333045959473,16.05666732788086,15.507332801818848,15.58666706085205,89580000 -761,2016-06-09,15.290666580200195,15.290666580200195,15.68866729736328,15.137332916259766,15.665332794189451,67381500 -762,2016-06-10,14.586000442504885,14.586000442504885,15.197999954223633,14.56133270263672,15.15933322906494,90399000 -763,2016-06-13,14.524666786193848,14.524666786193848,15.0513334274292,14.510666847229004,14.633333206176758,62895000 -764,2016-06-14,14.330666542053224,14.330666542053224,14.813332557678224,14.16866683959961,14.592000007629396,53703000 -765,2016-06-15,14.513333320617676,14.513333320617676,14.793333053588867,14.342000007629396,14.463333129882812,43627500 -766,2016-06-16,14.528667449951172,14.528667449951172,14.53600025177002,14.233332633972168,14.494667053222656,36604500 -767,2016-06-17,14.364666938781738,14.364666938781738,14.666000366210938,14.300000190734863,14.52066707611084,46689000 -768,2016-06-20,14.646666526794434,14.646666526794434,14.916666984558104,14.548666954040527,14.633333206176758,53332500 -769,2016-06-21,14.640666961669922,14.640666961669922,14.838000297546388,14.587332725524902,14.711999893188477,67935000 -770,2016-06-22,13.11066722869873,13.11066722869873,13.729999542236328,13.050000190734863,13.29800033569336,356136000 -771,2016-06-23,13.09333324432373,13.09333324432373,13.170000076293944,12.808667182922363,13.04599952697754,151960500 -772,2016-06-24,12.876667022705078,12.876667022705078,13.008000373840332,12.648667335510254,12.670000076293944,105397500 -773,2016-06-27,13.236666679382324,13.236666679382324,13.253999710083008,12.524666786193848,12.723999977111816,108081000 -774,2016-06-28,13.452667236328123,13.452667236328123,13.603333473205566,13.293999671936035,13.459333419799805,93186000 -775,2016-06-29,14.012666702270508,14.012666702270508,14.118666648864746,13.533332824707031,13.675333023071287,89923500 -776,2016-06-30,14.152000427246094,14.152000427246094,14.233332633972168,13.934666633605955,14.197999954223633,72646500 -777,2016-07-01,14.43333339691162,14.43333339691162,14.54933261871338,13.733332633972168,13.742667198181152,81000000 -778,2016-07-05,14.26533317565918,14.26533317565918,14.302666664123535,13.866666793823242,13.982000350952148,77629500 -779,2016-07-06,14.29599952697754,14.29599952697754,14.34866714477539,13.93333339691162,14.0,73798500 -780,2016-07-07,14.395999908447266,14.395999908447266,14.541333198547363,14.20066738128662,14.206666946411133,54180000 -781,2016-07-08,14.45199966430664,14.45199966430664,14.654000282287598,14.300000190734863,14.520000457763672,61122000 -782,2016-07-11,14.985333442687988,14.985333442687988,15.118666648864746,14.633999824523926,14.663999557495115,81447000 -783,2016-07-12,14.976667404174805,14.976667404174805,15.166666984558104,14.881333351135254,14.9399995803833,68569500 -784,2016-07-13,14.835332870483398,14.835332870483398,15.03933334350586,14.685999870300291,15.033332824707031,53506500 -785,2016-07-14,14.768667221069336,14.768667221069336,14.996000289916992,14.736666679382324,14.874667167663574,40137000 -786,2016-07-15,14.69333267211914,14.69333267211914,14.850000381469728,14.642666816711426,14.834667205810549,33513000 -787,2016-07-18,15.083333015441896,15.083333015441896,15.13933277130127,14.553333282470703,14.642666816711426,51181500 -788,2016-07-19,15.017333030700684,15.017333030700684,15.273332595825195,14.983332633972168,15.0,46726500 -789,2016-07-20,15.223999977111816,15.223999977111816,15.31999969482422,15.0,15.097999572753906,38527500 -790,2016-07-21,14.699999809265137,14.699999809265137,15.1899995803833,14.606666564941406,15.06666660308838,66430500 -791,2016-07-22,14.817999839782717,14.817999839782717,14.966667175292969,14.592000007629396,14.79933261871338,38695500 -792,2016-07-25,15.333999633789062,15.333999633789062,15.425999641418455,14.758000373840332,14.817999839782717,67360500 -793,2016-07-26,15.300666809082031,15.300666809082031,15.333333015441896,15.020000457763672,15.179332733154297,51450000 -794,2016-07-27,15.232666969299316,15.232666969299316,15.557332992553713,15.128000259399414,15.28933334350586,43335000 -795,2016-07-28,15.37399959564209,15.37399959564209,15.383999824523926,15.106666564941406,15.196666717529297,36286500 -796,2016-07-29,15.652667045593262,15.652667045593262,15.685333251953123,15.349332809448242,15.380000114440918,46062000 -797,2016-08-01,15.333999633789062,15.333999633789062,15.775333404541016,15.291999816894531,15.699999809265137,60244500 -798,2016-08-02,15.146666526794434,15.146666526794434,15.324666976928713,14.760000228881836,15.291333198547363,59016000 -799,2016-08-03,15.052666664123535,15.052666664123535,15.313332557678224,14.947333335876465,15.157999992370604,58317000 -800,2016-08-04,15.37399959564209,15.37399959564209,15.390666961669922,14.803333282470703,15.04599952697754,62205000 -801,2016-08-05,15.335332870483398,15.335332870483398,15.466667175292969,15.15999984741211,15.333333015441896,48078000 -802,2016-08-08,15.077333450317385,15.077333450317385,15.30666732788086,15.072667121887209,15.199999809265137,33954000 -803,2016-08-09,15.272000312805176,15.272000312805176,15.435999870300291,15.109999656677246,15.121333122253418,33117000 -804,2016-08-10,15.043333053588867,15.043333053588867,15.324666976928713,14.974666595458984,15.215999603271484,35074500 -805,2016-08-11,14.994000434875488,14.994000434875488,15.17133331298828,14.894000053405762,15.07800006866455,28213500 -806,2016-08-12,15.040666580200195,15.040666580200195,15.109999656677246,14.935999870300291,15.02733325958252,27202500 -807,2016-08-15,15.03933334350586,15.03933334350586,15.300000190734863,14.995332717895508,15.067999839782717,30514500 -808,2016-08-16,14.907333374023438,14.907333374023438,15.145999908447266,14.894000053405762,15.03266716003418,34006500 -809,2016-08-17,14.88266658782959,14.88266658782959,14.988666534423828,14.853333473205566,14.95533275604248,26806500 -810,2016-08-18,14.900667190551758,14.900667190551758,15.043999671936035,14.81933307647705,14.92133331298828,25717500 -811,2016-08-19,15.0,15.0,15.011333465576172,14.835332870483398,14.902667045593262,24892500 -812,2016-08-22,14.862000465393066,14.862000465393066,15.007332801818848,14.845333099365234,14.944666862487791,30982500 -813,2016-08-23,14.989333152770996,14.989333152770996,15.232666969299316,14.853333473205566,14.954667091369627,71766000 -814,2016-08-24,14.841333389282228,14.841333389282228,15.143333435058594,14.814666748046877,15.136667251586914,38560500 -815,2016-08-25,14.730667114257812,14.730667114257812,14.920000076293944,14.718000411987305,14.87399959564209,26437500 -816,2016-08-26,14.666000366210938,14.666000366210938,14.857333183288574,14.588000297546388,14.809332847595217,33585000 -817,2016-08-29,14.346667289733888,14.346667289733888,14.69333267211914,14.333333015441896,14.67666721343994,48994500 -818,2016-08-30,14.089332580566406,14.089332580566406,14.407333374023438,14.034667015075684,14.407333374023438,47533500 -819,2016-08-31,14.133999824523926,14.133999824523926,14.173333168029783,13.90999984741211,14.028667449951172,49147500 -820,2016-09-01,13.38466739654541,13.38466739654541,14.07333278656006,13.366666793823242,13.934000015258787,119146500 -821,2016-09-02,13.185333251953123,13.185333251953123,13.546667098999023,13.079999923706056,13.488666534423828,89661000 -822,2016-09-06,13.522000312805176,13.522000312805176,13.550000190734863,13.266667366027832,13.267999649047852,65859000 -823,2016-09-07,13.447333335876465,13.447333335876465,13.766667366027832,13.380666732788086,13.699999809265137,54613500 -824,2016-09-08,13.157333374023438,13.157333374023438,13.326000213623049,13.09066677093506,13.303333282470703,50668500 -825,2016-09-09,12.964667320251465,12.964667320251465,13.32800006866455,12.91333293914795,13.272666931152344,56355000 -826,2016-09-12,13.220000267028809,13.220000267028809,13.424667358398438,12.9399995803833,13.0,55728000 -827,2016-09-13,13.06999969482422,13.06999969482422,13.232666969299316,12.896666526794434,13.137332916259766,53841000 -828,2016-09-14,13.093999862670898,13.093999862670898,13.194666862487791,12.990667343139648,13.050000190734863,33817500 -829,2016-09-15,13.361332893371582,13.361332893371582,13.501333236694336,13.09333324432373,13.099332809448242,46158000 -830,2016-09-16,13.69333267211914,13.69333267211914,13.713333129882812,13.266667366027832,13.361332893371582,46617000 -831,2016-09-19,13.755999565124512,13.755999565124512,13.961999893188477,13.666666984558104,13.800000190734863,34492500 -832,2016-09-20,13.642666816711426,13.642666816711426,13.850000381469728,13.593999862670898,13.789999961853027,36157500 -833,2016-09-21,13.6813325881958,13.6813325881958,13.800000190734863,13.437333106994627,13.758000373840332,39502500 -834,2016-09-22,13.76200008392334,13.76200008392334,13.8186674118042,13.533332824707031,13.760000228881836,35743500 -835,2016-09-23,13.829999923706056,13.829999923706056,14.01200008392334,13.711333274841309,13.732666969299316,43578000 -836,2016-09-26,13.932666778564451,13.932666778564451,14.06666660308838,13.766667366027832,13.766667366027832,35916000 -837,2016-09-27,13.720666885375977,13.720666885375977,13.998666763305664,13.640666961669922,13.976667404174805,50598000 -838,2016-09-28,13.751333236694336,13.751333236694336,13.883333206176758,13.684000015258787,13.833999633789062,31326000 -839,2016-09-29,13.380000114440918,13.380000114440918,13.821999549865724,13.371999740600586,13.706666946411133,40905000 -840,2016-09-30,13.60200023651123,13.60200023651123,13.665332794189451,13.303333282470703,13.480667114257812,38794500 -841,2016-10-03,14.24666690826416,14.24666690826416,14.378000259399414,13.883333206176758,14.153332710266112,89998500 -842,2016-10-04,14.093999862670898,14.093999862670898,14.221332550048828,13.92133331298828,14.206666946411133,53122500 -843,2016-10-05,13.897333145141602,13.897333145141602,14.210000038146973,13.874667167663574,14.149333000183104,28162500 -844,2016-10-06,13.399999618530272,13.399999618530272,13.61400032043457,13.347332954406738,13.497332572937012,70551000 -845,2016-10-07,13.107333183288574,13.107333183288574,13.42133331298828,13.053333282470703,13.399999618530272,52395000 -846,2016-10-10,13.396666526794434,13.396666526794434,13.609333038330078,13.310667037963867,13.423333168029783,49744500 -847,2016-10-11,13.34000015258789,13.34000015258789,13.479999542236328,13.220666885375977,13.456666946411133,34926000 -848,2016-10-12,13.434000015258787,13.434000015258787,13.592000007629396,13.361332893371582,13.396666526794434,29560500 -849,2016-10-13,13.349332809448242,13.349332809448242,13.393333435058594,13.136667251586914,13.366666793823242,37419000 -850,2016-10-14,13.100666999816896,13.100666999816896,13.428667068481444,13.08666706085205,13.37733268737793,64048500 -851,2016-10-17,12.93066692352295,12.93066692352295,13.22599983215332,12.800000190734863,13.136667251586914,68311500 -852,2016-10-18,13.273332595825195,13.273332595825195,13.29800033569336,12.883999824523926,13.065999984741213,85207500 -853,2016-10-19,13.570667266845703,13.570667266845703,13.77733325958252,13.20400047302246,13.315999984741213,104868000 -854,2016-10-20,13.273332595825195,13.273332595825195,13.533332824707031,13.136667251586914,13.474666595458984,76093500 -855,2016-10-21,13.339332580566406,13.339332580566406,13.437999725341797,13.160667419433594,13.239999771118164,44151000 -856,2016-10-24,13.517333030700684,13.517333030700684,13.596667289733888,13.350000381469728,13.399999618530272,41274000 -857,2016-10-25,13.489333152770996,13.489333152770996,13.645999908447266,13.41333293914795,13.526666641235352,36675000 -858,2016-10-26,13.482666969299316,13.482666969299316,13.54599952697754,13.34000015258789,13.399999618530272,84492000 -859,2016-10-27,13.600666999816896,13.600666999816896,14.24666690826416,13.44333267211914,14.089332580566406,196405500 -860,2016-10-28,13.33133316040039,13.33133316040039,13.687999725341797,13.321999549865724,13.600000381469728,64201500 -861,2016-10-31,13.182000160217283,13.182000160217283,13.499333381652832,13.053999900817873,13.499333381652832,70384500 -862,2016-11-01,12.719332695007324,12.719332695007324,13.233332633972168,12.540666580200195,13.202667236328123,105900000 -863,2016-11-02,12.534667015075684,12.534667015075684,12.846667289733888,12.500666618347168,12.670000076293944,63801000 -864,2016-11-03,12.494667053222656,12.494667053222656,12.764666557312012,12.469332695007324,12.600000381469728,39795000 -865,2016-11-04,12.70400047302246,12.70400047302246,12.897333145141602,12.397333145141602,12.600000381469728,77190000 -866,2016-11-07,12.880666732788086,12.880666732788086,12.952667236328123,12.670000076293944,12.906000137329102,58051500 -867,2016-11-08,12.996000289916992,12.996000289916992,13.166000366210938,12.750666618347168,12.919333457946776,49014000 -868,2016-11-09,12.670666694641112,12.670666694641112,12.800000190734863,12.263333320617676,12.458666801452637,122596500 -869,2016-11-10,12.356666564941406,12.356666564941406,12.77400016784668,12.027999877929688,12.736666679382324,101254500 -870,2016-11-11,12.570667266845703,12.570667266845703,12.592000007629396,12.199999809265137,12.28266716003418,59827500 -871,2016-11-14,12.096667289733888,12.096667289733888,12.550000190734863,11.879332542419434,12.533332824707031,98283000 -872,2016-11-15,12.251333236694336,12.251333236694336,12.428667068481444,12.136667251586914,12.185333251953123,58530000 -873,2016-11-16,12.26200008392334,12.26200008392334,12.315333366394045,12.080666542053224,12.17666721343994,51516000 -874,2016-11-17,12.577333450317385,12.577333450317385,12.63266658782959,12.140666961669922,12.232666969299316,73306500 -875,2016-11-18,12.334667205810549,12.334667205810549,12.866666793823242,12.333333015441896,12.710000038146973,78154500 -876,2016-11-21,12.3013334274292,12.3013334274292,12.592666625976562,12.293999671936035,12.336000442504885,65415000 -877,2016-11-22,12.744667053222656,12.744667053222656,12.764666557312012,12.247332572937012,12.38933277130127,84051000 -878,2016-11-23,12.87600040435791,12.87600040435791,13.042667388916016,12.600000381469728,12.707332611083984,73378500 -879,2016-11-25,13.109999656677246,13.109999656677246,13.149333000183104,12.90933322906494,12.90933322906494,35491500 -880,2016-11-28,13.074666976928713,13.074666976928713,13.289999961853027,12.970000267028809,13.031999588012695,67938000 -881,2016-11-29,12.637999534606934,12.637999534606934,13.11533260345459,12.633333206176758,13.03733253479004,66589500 -882,2016-11-30,12.626667022705078,12.626667022705078,12.792667388916016,12.5,12.733332633972168,53206500 -883,2016-12-01,12.125332832336426,12.125332832336426,12.5686674118042,12.06666660308838,12.550000190734863,76896000 -884,2016-12-02,12.097999572753906,12.097999572753906,12.325332641601562,12.0,12.19200038909912,60634500 -885,2016-12-05,12.453332901000977,12.453332901000977,12.592666625976562,12.167332649230955,12.167332649230955,61083000 -886,2016-12-06,12.390000343322754,12.390000343322754,12.43866729736328,12.178667068481444,12.368000030517578,50874000 -887,2016-12-07,12.876667022705078,12.876667022705078,12.893333435058594,12.333333015441896,12.40999984741211,81928500 -888,2016-12-08,12.81933307647705,12.81933307647705,12.833333015441896,12.63599967956543,12.803333282470703,47911500 -889,2016-12-09,12.812000274658203,12.812000274658203,12.922666549682615,12.720666885375977,12.724666595458984,40837500 -890,2016-12-12,12.82866668701172,12.82866668701172,12.961333274841309,12.745332717895508,12.853333473205566,36583500 -891,2016-12-13,13.210000038146973,13.210000038146973,13.41866683959961,12.866666793823242,12.878666877746582,102358500 -892,2016-12-14,13.246000289916992,13.246000289916992,13.533332824707031,13.11733341217041,13.249333381652832,62263500 -893,2016-12-15,13.17199993133545,13.17199993133545,13.38266658782959,13.15933322906494,13.227333068847656,48294000 -894,2016-12-16,13.499333381652832,13.499333381652832,13.505999565124512,13.173333168029783,13.20533275604248,56953500 -895,2016-12-19,13.51533317565918,13.51533317565918,13.630000114440918,13.322667121887209,13.499333381652832,52321500 -896,2016-12-20,13.919333457946776,13.919333457946776,13.93333339691162,13.5,13.536666870117188,70336500 -897,2016-12-21,13.846667289733888,13.846667289733888,14.148667335510254,13.827333450317385,13.896666526794434,78114000 -898,2016-12-22,13.896666526794434,13.896666526794434,13.999333381652832,13.766667366027832,13.881333351135254,46666500 -899,2016-12-23,14.22266674041748,14.22266674041748,14.229999542236328,13.847332954406738,13.866666793823242,70057500 -900,2016-12-27,14.635333061218262,14.635333061218262,14.81666660308838,14.29466724395752,14.325332641601562,88735500 -901,2016-12-28,14.649333000183104,14.649333000183104,14.920000076293944,14.479999542236328,14.768667221069336,56737500 -902,2016-12-29,14.312000274658203,14.312000274658203,14.613332748413086,14.274666786193848,14.570667266845703,60675000 -903,2016-12-30,14.246000289916992,14.246000289916992,14.5,14.112000465393066,14.420000076293944,69639000 -904,2017-01-03,14.465999603271484,14.465999603271484,14.68866729736328,14.064000129699709,14.324000358581545,88849500 -905,2017-01-04,15.13266658782959,15.13266658782959,15.199999809265137,14.28733253479004,14.31666660308838,168202500 -906,2017-01-05,15.116666793823242,15.116666793823242,15.165332794189451,14.796667098999023,15.094667434692385,88675500 -907,2017-01-06,15.267333030700684,15.267333030700684,15.354000091552734,15.029999732971191,15.128666877746582,82918500 -908,2017-01-09,15.41866683959961,15.41866683959961,15.461333274841309,15.199999809265137,15.264666557312012,59692500 -909,2017-01-10,15.324666976928713,15.324666976928713,15.466667175292969,15.12600040435791,15.466667175292969,54900000 -910,2017-01-11,15.315333366394045,15.315333366394045,15.33199977874756,15.112000465393066,15.271332740783691,54762000 -911,2017-01-12,15.305999755859377,15.305999755859377,15.380000114440918,15.038666725158691,15.27066707611084,56853000 -912,2017-01-13,15.850000381469728,15.850000381469728,15.856666564941406,15.305999755859377,15.333333015441896,91395000 -913,2017-01-17,15.70533275604248,15.70533275604248,15.997332572937012,15.624667167663574,15.779999732971191,69262500 -914,2017-01-18,15.890666961669922,15.890666961669922,15.980667114257812,15.70533275604248,15.776666641235352,56535000 -915,2017-01-19,16.250667572021484,16.250667572021484,16.57866668701172,16.049999237060547,16.483333587646484,115984500 -916,2017-01-20,16.315332412719727,16.315332412719727,16.399999618530273,16.200666427612305,16.36400032043457,63064500 -917,2017-01-23,16.594667434692383,16.594667434692383,16.72599983215332,16.366666793823242,16.389999389648438,93943500 -918,2017-01-24,16.974000930786133,16.974000930786133,16.98666763305664,16.643333435058594,16.666667938232422,74482500 -919,2017-01-25,16.96466636657715,16.96466636657715,17.230667114257812,16.786666870117188,17.15399932861328,77139000 -920,2017-01-26,16.833999633789062,16.833999633789062,17.049333572387695,16.71666717529297,16.952667236328125,47281500 -921,2017-01-27,16.863332748413086,16.863332748413086,16.866666793823242,16.56800079345703,16.7586669921875,47494500 -922,2017-01-30,16.708667755126953,16.708667755126953,17.019332885742188,16.47333335876465,16.8353328704834,57016500 -923,2017-01-31,16.795333862304688,16.795333862304688,17.05933380126953,16.51333236694336,16.615999221801758,61741500 -924,2017-02-01,16.615999221801758,16.615999221801758,16.8799991607666,16.60333251953125,16.8700008392334,59382000 -925,2017-02-02,16.770000457763672,16.770000457763672,16.827999114990234,16.513999938964844,16.555999755859375,37497000 -926,2017-02-03,16.755332946777344,16.755332946777344,16.812000274658203,16.64533233642578,16.79400062561035,32800500 -927,2017-02-06,17.184667587280273,17.184667587280273,17.187999725341797,16.708667755126953,16.733333587646484,53437500 -928,2017-02-07,17.165332794189453,17.165332794189453,17.333332061767578,17.094667434692383,17.21266746520996,63672000 -929,2017-02-08,17.472000122070312,17.472000122070312,17.55733299255371,17.079999923706055,17.156667709350586,58995000 -930,2017-02-09,17.946666717529297,17.946666717529297,18.07866668701172,17.74333381652832,17.75,117303000 -931,2017-02-10,17.948667526245117,17.948667526245117,18.06333351135254,17.74066734313965,17.986000061035156,54295500 -932,2017-02-13,18.706666946411133,18.706666946411133,18.71933364868164,18.03400039672852,18.04933357238769,105444000 -933,2017-02-14,18.73200035095215,18.73200035095215,19.159332275390625,18.573999404907227,18.601999282836918,110178000 -934,2017-02-15,18.65066719055176,18.65066719055176,18.81599998474121,18.429332733154297,18.666667938232425,74218500 -935,2017-02-16,17.93000030517578,17.93000030517578,18.666667938232425,17.899999618530273,18.50666618347168,106159500 -936,2017-02-17,18.148666381835938,18.148666381835938,18.19266700744629,17.610000610351562,17.719999313354492,93856500 -937,2017-02-21,18.49266624450684,18.49266624450684,18.76000022888184,18.267332077026367,18.36333274841309,85150500 -938,2017-02-22,18.233999252319336,18.233999252319336,18.89666748046875,18.17333221435547,18.687332153320312,131325000 -939,2017-02-23,17.06599998474121,17.06599998474121,17.643999099731445,17.03733253479004,17.600000381469727,223728000 -940,2017-02-24,17.133333206176758,17.133333206176758,17.21666717529297,16.68000030517578,16.8439998626709,122574000 -941,2017-02-27,16.415332794189453,16.415332794189453,16.55733299255371,16.134000778198242,16.544666290283203,171912000 -942,2017-02-28,16.666000366210938,16.666000366210938,16.733333587646484,16.260000228881836,16.279333114624023,91171500 -943,2017-03-01,16.667999267578125,16.667999267578125,16.989999771118164,16.607332229614258,16.94533348083496,72142500 -944,2017-03-02,16.698667526245117,16.698667526245117,16.885332107543945,16.551332473754883,16.6473331451416,50277000 -945,2017-03-03,16.771333694458008,16.771333694458008,16.793333053588867,16.600000381469727,16.715999603271484,43791000 -946,2017-03-06,16.747333526611328,16.747333526611328,16.780000686645508,16.500667572021484,16.527332305908203,50332500 -947,2017-03-07,16.57266616821289,16.57266616821289,16.926000595092773,16.55466651916504,16.794666290283203,51892500 -948,2017-03-08,16.45800018310547,16.45800018310547,16.67133331298828,16.35466766357422,16.46666717529297,55878000 -949,2017-03-09,16.32666778564453,16.32666778564453,16.577333450317383,16.200000762939453,16.5086669921875,58189500 -950,2017-03-10,16.246000289916992,16.246000289916992,16.433332443237305,16.200000762939453,16.413999557495117,45994500 -951,2017-03-13,16.411333084106445,16.411333084106445,16.456666946411133,16.185333251953125,16.321332931518555,45339000 -952,2017-03-14,17.200000762939453,17.200000762939453,17.20800018310547,16.40133285522461,16.407333374023438,113976000 -953,2017-03-15,17.048667907714844,17.048667907714844,17.399999618530273,16.951332092285156,17.133333206176758,79962000 -954,2017-03-16,17.469999313354492,17.469999313354492,17.71666717529297,17.270666122436523,17.49333381652832,106983000 -955,2017-03-17,17.433332443237305,17.433332443237305,17.68866729736328,17.413333892822266,17.600000381469727,97462500 -956,2017-03-20,17.461332321166992,17.461332321166992,17.636667251586914,17.254667282104492,17.373332977294922,54214500 -957,2017-03-21,16.711999893188477,16.711999893188477,17.65333366394043,16.682666778564453,17.52199935913086,103629000 -958,2017-03-22,17.000667572021484,17.000667572021484,17.004667282104492,16.700666427612305,16.770666122436523,60889500 -959,2017-03-23,16.985332489013672,16.985332489013672,17.17799949645996,16.886667251586914,17.025999069213867,49803000 -960,2017-03-24,17.54400062561035,17.54400062561035,17.592666625976562,17.000667572021484,17.046667098999023,84709500 -961,2017-03-27,18.014667510986328,18.014667510986328,18.038000106811523,17.316667556762695,17.373332977294922,93462000 -962,2017-03-28,18.49666786193848,18.49666786193848,18.71199989318848,18.333332061767575,18.468000411987305,119814000 -963,2017-03-29,18.492000579833984,18.492000579833984,18.63999938964844,18.369333267211918,18.55599975585937,55143000 -964,2017-03-30,18.527999877929688,18.527999877929688,18.799999237060547,18.48066711425781,18.535999298095703,62226000 -965,2017-03-31,18.553333282470703,18.553333282470703,18.64533233642578,18.42133331298828,18.582000732421875,49419000 -966,2017-04-03,19.90133285522461,19.90133285522461,19.933332443237305,18.972000122070312,19.12666702270508,208329000 -967,2017-04-04,20.24666786193848,20.24666786193848,20.320667266845703,19.635332107543945,19.792667388916016,152019000 -968,2017-04-05,19.666667938232425,19.666667938232425,20.32533264160156,19.61333274841309,20.13599967956543,118213500 -969,2017-04-06,19.913333892822266,19.913333892822266,20.12933349609375,19.606666564941406,19.79199981689453,82809000 -970,2017-04-07,20.16933250427246,20.16933250427246,20.179332733154297,19.809999465942383,19.833332061767575,68694000 -971,2017-04-10,20.826000213623047,20.826000213623047,20.915332794189453,20.58066749572754,20.61000061035156,114967500 -972,2017-04-11,20.58066749572754,20.58066749572754,20.89800071716309,20.36666679382324,20.892000198364254,85869000 -973,2017-04-12,19.78933334350586,19.78933334350586,20.56333351135254,19.75466728210449,20.422666549682617,90760500 -974,2017-04-13,20.26666641235352,20.26666641235352,20.49266624450684,19.68666648864746,19.780000686645508,139269000 -975,2017-04-17,20.09600067138672,20.09600067138672,20.26666641235352,19.91200065612793,20.18000030517578,62080500 -976,2017-04-18,20.01666641235352,20.01666641235352,20.05599975585937,19.86000061035156,19.979999542236328,45535500 -977,2017-04-19,20.368000030517575,20.368000030517575,20.441333770751957,20.14066696166992,20.16399955749512,58470000 -978,2017-04-20,20.167333602905277,20.167333602905277,20.61000061035156,20.01533317565918,20.43400001525879,92241000 -979,2017-04-21,20.37333297729492,20.37333297729492,20.426666259765625,20.027999877929688,20.13333320617676,67647000 -980,2017-04-24,20.53533363342285,20.53533363342285,20.703332901000977,20.40133285522461,20.61466789245605,76252500 -981,2017-04-25,20.91933250427246,20.91933250427246,20.93199920654297,20.39066696166992,20.53333282470703,101065500 -982,2017-04-26,20.67799949645996,20.67799949645996,20.96666717529297,20.600000381469727,20.82466697692871,70425000 -983,2017-04-27,20.57533264160156,20.57533264160156,20.87266731262207,20.5,20.779333114624023,52029000 -984,2017-04-28,20.9379997253418,20.9379997253418,20.98666763305664,20.53333282470703,20.655332565307617,67582500 -985,2017-05-01,21.52199935913086,21.52199935913086,21.81666755676269,20.98733329772949,20.992000579833984,132444000 -986,2017-05-02,21.25933265686035,21.25933265686035,21.8439998626709,21.10400009155273,21.600000381469727,80742000 -987,2017-05-03,20.73466682434082,20.73466682434082,21.435333251953125,20.696666717529297,21.17799949645996,107001000 -988,2017-05-04,19.69733238220215,19.69733238220215,20.51799964904785,19.38400077819824,20.496000289916992,212280000 -989,2017-05-05,20.55666732788086,20.55666732788086,20.56999969482422,19.786666870117188,19.86666679382324,122659500 -990,2017-05-08,20.47933387756348,20.47933387756348,20.91933250427246,20.38800048828125,20.726667404174805,105097500 -991,2017-05-09,21.417333602905277,21.417333602905277,21.465999603271484,20.606666564941406,20.625333786010746,145147500 -992,2017-05-10,21.68133354187012,21.68133354187012,21.700000762939453,21.20800018310547,21.437332153320312,86124000 -993,2017-05-11,21.540000915527344,21.540000915527344,21.733333587646484,21.30666732788086,21.559999465942383,71307000 -994,2017-05-12,21.65399932861328,21.65399932861328,21.799999237060547,21.435333251953125,21.69866752624512,61824000 -995,2017-05-15,21.058666229248047,21.058666229248047,21.34666633605957,20.8353328704834,21.22533226013184,114330000 -996,2017-05-16,21.13400077819824,21.13400077819824,21.33733367919922,21.00933265686035,21.172666549682617,62287500 -997,2017-05-17,20.40733337402344,20.40733337402344,20.97533226013184,20.36666679382324,20.959333419799805,100678500 -998,2017-05-18,20.87066650390625,20.87066650390625,20.929332733154297,20.35400009155273,20.46666717529297,84807000 -999,2017-05-19,20.722000122070312,20.722000122070312,21.100000381469727,20.68000030517578,21.03333282470703,70314000 -1000,2017-05-22,20.690000534057617,20.690000534057617,20.95800018310547,20.453332901000977,20.85333251953125,64938000 -1001,2017-05-23,20.257333755493164,20.257333755493164,20.715333938598636,20.23200035095215,20.69733238220215,64776000 -1002,2017-05-24,20.68133354187012,20.68133354187012,20.733333587646484,20.36000061035156,20.43400001525879,75499500 -1003,2017-05-25,21.121999740600582,21.121999740600582,21.131332397460938,20.520666122436523,20.73466682434082,75210000 -1004,2017-05-26,21.676000595092773,21.676000595092773,21.69933319091797,21.08733367919922,21.152000427246094,117033000 -1005,2017-05-30,22.34000015258789,22.34000015258789,22.41866683959961,21.71733283996582,21.733333587646484,116743500 -1006,2017-05-31,22.733999252319336,22.733999252319336,22.85933303833008,22.3439998626709,22.512666702270508,149451000 -1007,2017-06-01,22.691333770751957,22.691333770751957,22.992000579833984,22.48600006103516,22.933332443237305,114120000 -1008,2017-06-02,22.656667709350582,22.656667709350582,22.858667373657227,22.39533233642578,22.65133285522461,83853000 -1009,2017-06-05,23.15466690063477,23.15466690063477,23.22933387756348,22.28066635131836,22.56666755676269,101766000 -1010,2017-06-06,23.523332595825195,23.523332595825195,23.965999603271484,22.6646671295166,22.979999542236328,166302000 -1011,2017-06-07,23.976667404174805,23.976667404174805,24.03333282470703,23.676000595092773,23.756000518798828,140970000 -1012,2017-06-08,24.666667938232425,24.666667938232425,24.793333053588867,24.014667510986328,24.25,135922500 -1013,2017-06-09,23.821332931518555,23.821332931518555,25.124666213989254,23.65333366394043,24.961332321166992,258921000 -1014,2017-06-12,23.93400001525879,23.93400001525879,24.299999237060547,23.374666213989254,23.86599922180176,157765500 -1015,2017-06-13,25.06333351135254,25.06333351135254,25.06666755676269,24.44066619873047,24.507999420166016,177118500 -1016,2017-06-14,25.37733268737793,25.37733268737793,25.61666679382324,25.08733367919922,25.4060001373291,192276000 -1017,2017-06-15,25.022666931152344,25.022666931152344,25.03066635131836,24.432666778564453,24.833332061767575,156397500 -1018,2017-06-16,24.76000022888184,24.76000022888184,25.200666427612305,24.67333221435547,25.19866752624512,100965000 -1019,2017-06-19,24.65333366394043,24.65333366394043,25.11333274841309,24.520000457763672,25.0,98239500 -1020,2017-06-20,24.81599998474121,24.81599998474121,25.2586669921875,24.648666381835938,25.1113338470459,111580500 -1021,2017-06-21,25.09333229064941,25.09333229064941,25.132667541503903,24.534666061401367,24.956666946411133,73848000 -1022,2017-06-22,25.507333755493164,25.507333755493164,25.666667938232425,24.90466690063477,25.19933319091797,112947000 -1023,2017-06-23,25.56333351135254,25.56333351135254,25.79933357238769,25.290000915527344,25.49666786193848,96687000 -1024,2017-06-26,25.166000366210938,25.166000366210938,25.796667098999023,24.87333297729492,25.779333114624023,99061500 -1025,2017-06-27,24.15800094604492,24.15800094604492,25.09333229064941,24.134666442871094,25.09333229064941,104946000 -1026,2017-06-28,24.74933242797852,24.74933242797852,24.78266716003418,24.167999267578125,24.44533348083496,94537500 -1027,2017-06-29,24.049999237060547,24.049999237060547,24.733333587646484,23.606666564941406,24.707332611083984,123315000 -1028,2017-06-30,24.107332229614254,24.107332229614254,24.45133209228516,23.974666595458984,24.247333526611328,87727500 -1029,2017-07-03,23.507999420166016,23.507999420166016,24.75666618347168,23.433332443237305,24.682666778564453,94581000 -1030,2017-07-05,21.80599975585937,21.80599975585937,23.14933204650879,21.755332946777344,23.14666748046875,255700500 -1031,2017-07-06,20.588666915893555,20.588666915893555,21.38599967956543,20.420000076293945,21.15066719055176,289867500 -1032,2017-07-07,20.881332397460938,20.881332397460938,21.13333320617676,20.492000579833984,20.899999618530277,212653500 -1033,2017-07-10,21.06999969482422,21.06999969482422,21.19599914550781,20.208667755126957,20.86000061035156,207313500 -1034,2017-07-11,21.814666748046875,21.814666748046875,21.818666458129883,20.953332901000977,21.06666755676269,173391000 -1035,2017-07-12,21.968000411987305,21.968000411987305,22.206666946411133,21.63333320617676,22.02666664123535,155191500 -1036,2017-07-13,21.560667037963867,21.560667037963867,22.106666564941406,21.33133316040039,22.007333755493164,128917500 -1037,2017-07-14,21.851999282836918,21.851999282836918,21.89466667175293,21.4146671295166,21.54599952697754,84378000 -1038,2017-07-17,21.30466651916504,21.30466651916504,21.80666732788086,20.89666748046875,21.702667236328125,148153500 -1039,2017-07-18,21.882667541503903,21.882667541503903,21.941999435424805,21.04400062561035,21.166667938232425,95605500 -1040,2017-07-19,21.68400001525879,21.68400001525879,22.11000061035156,21.54800033569336,21.881999969482425,95355000 -1041,2017-07-20,21.994667053222656,21.994667053222656,22.014667510986328,21.61333274841309,21.793333053588867,77493000 -1042,2017-07-21,21.893333435058597,21.893333435058597,22.083999633789062,21.71999931335449,21.964000701904297,73524000 -1043,2017-07-24,22.834667205810547,22.834667205810547,22.893333435058597,22.000667572021484,22.016000747680664,129556500 -1044,2017-07-25,22.63999938964844,22.63999938964844,23.040000915527344,22.27666664123535,23.0,104838000 -1045,2017-07-26,22.92333221435547,22.92333221435547,23.03333282470703,22.541332244873047,22.69066619873047,72312000 -1046,2017-07-27,22.297332763671875,22.297332763671875,23.166667938232425,21.752666473388672,23.06666755676269,124536000 -1047,2017-07-28,22.33799934387207,22.33799934387207,22.63999938964844,22.167333602905277,22.459333419799805,73206000 -1048,2017-07-31,21.564666748046875,21.564666748046875,22.766000747680664,21.402666091918945,22.36666679382324,128026500 -1049,2017-08-01,21.30466651916504,21.30466651916504,21.6299991607666,21.07533264160156,21.53333282470703,124546500 -1050,2017-08-02,21.72599983215332,21.72599983215332,21.808000564575195,20.74799919128418,21.262666702270508,196372500 -1051,2017-08-03,23.139333724975582,23.139333724975582,23.333332061767575,22.87666702270508,23.02199935913086,203025000 -1052,2017-08-04,23.79400062561035,23.79400062561035,23.81800079345703,22.886667251586918,23.13333320617676,139033500 -1053,2017-08-07,23.67799949645996,23.67799949645996,23.965333938598636,23.51666641235352,23.82333374023437,94867500 -1054,2017-08-08,24.347999572753903,24.347999572753903,24.57200050354004,23.82666778564453,23.8353328704834,111747000 -1055,2017-08-09,24.235332489013672,24.235332489013672,24.666667938232425,23.93000030517578,24.06666755676269,103381500 -1056,2017-08-10,23.69333267211914,23.69333267211914,24.44333267211914,23.643999099731445,24.106666564941406,106393500 -1057,2017-08-11,23.857999801635746,23.857999801635746,24.083999633789062,23.57466697692871,23.79800033569336,65487000 -1058,2017-08-14,24.253332138061523,24.253332138061523,24.51066780090332,24.17333221435547,24.308666229248047,67788000 -1059,2017-08-15,24.155332565307617,24.155332565307617,24.36599922180176,23.95800018310547,24.34666633605957,46276500 -1060,2017-08-16,24.194000244140625,24.194000244140625,24.433332443237305,24.167999267578125,24.200000762939453,51207000 -1061,2017-08-17,23.461332321166992,23.461332321166992,24.21999931335449,23.439332962036133,24.08066749572754,75415500 -1062,2017-08-18,23.16399955749512,23.16399955749512,23.600000381469727,23.053333282470703,23.527332305908203,81123000 -1063,2017-08-21,22.52400016784668,22.52400016784668,23.05466651916504,22.12333297729492,23.05466651916504,97431000 -1064,2017-08-22,22.75666618347168,22.75666618347168,22.81599998474121,22.4913330078125,22.742000579833984,64830000 -1065,2017-08-23,23.51799964904785,23.51799964904785,23.56599998474121,22.553333282470703,22.59933280944824,74317500 -1066,2017-08-24,23.52866744995117,23.52866744995117,23.777332305908203,23.31599998474121,23.501333236694336,68770500 -1067,2017-08-25,23.203332901000977,23.203332901000977,23.71266746520996,23.15333366394043,23.61599922180176,52260000 -1068,2017-08-28,23.04400062561035,23.04400062561035,23.156667709350582,22.64800071716309,23.152000427246094,56460000 -1069,2017-08-29,23.15733337402344,23.15733337402344,23.270000457763672,22.583332061767575,22.631999969482425,61105500 -1070,2017-08-30,23.545333862304688,23.545333862304688,23.564666748046875,23.13333320617676,23.31133270263672,51193500 -1071,2017-08-31,23.726667404174805,23.726667404174805,23.895999908447266,23.521333694458008,23.56999969482422,61092000 -1072,2017-09-01,23.69333267211914,23.69333267211914,23.839332580566406,23.57933235168457,23.7413330078125,45742500 -1073,2017-09-05,23.30599975585937,23.30599975585937,23.69933319091797,23.05933380126953,23.58666610717773,57526500 -1074,2017-09-06,22.96866607666016,22.96866607666016,23.398666381835938,22.770666122436523,23.299999237060547,61371000 -1075,2017-09-07,23.374000549316406,23.374000549316406,23.498666763305664,22.89666748046875,23.065332412719727,63588000 -1076,2017-09-08,22.893333435058597,22.893333435058597,23.318666458129883,22.81999969482422,23.266000747680664,48952500 -1077,2017-09-11,24.246000289916992,24.246000289916992,24.247333526611328,23.333332061767575,23.42333221435547,115006500 -1078,2017-09-12,24.183332443237305,24.183332443237305,24.583999633789062,24.02666664123535,24.29933357238769,89593500 -1079,2017-09-13,24.415332794189453,24.415332794189453,24.538000106811523,23.9726676940918,24.25466728210449,62778000 -1080,2017-09-14,25.176000595092773,25.176000595092773,25.19733238220215,24.17533302307129,24.288667678833008,108037500 -1081,2017-09-15,25.320667266845703,25.320667266845703,25.333332061767575,24.84666633605957,24.96733283996582,81307500 -1082,2017-09-18,25.666667938232425,25.666667938232425,25.974000930786133,25.178667068481445,25.350000381469727,107820000 -1083,2017-09-19,25.00666618347168,25.00666618347168,25.49266624450684,24.90466690063477,25.333332061767575,96778500 -1084,2017-09-20,24.92733383178711,24.92733383178711,25.21666717529297,24.738000869750977,24.86666679382324,73786500 -1085,2017-09-21,24.43199920654297,24.43199920654297,25.121999740600582,24.30066680908203,24.99333381652832,69273000 -1086,2017-09-22,23.4060001373291,23.4060001373291,24.65999984741211,23.392000198364254,24.432666778564453,122391000 -1087,2017-09-25,22.99933242797852,22.99933242797852,23.83133316040039,22.858667373657227,23.543333053588867,114088500 -1088,2017-09-26,23.01666641235352,23.01666641235352,23.416000366210938,22.726667404174805,23.39533233642578,107344500 -1089,2017-09-27,22.731332778930664,22.731332778930664,23.432666778564453,22.700000762939453,23.32666778564453,90904500 -1090,2017-09-28,22.63999938964844,22.63999938964844,22.850000381469727,22.36000061035156,22.658666610717773,79794000 -1091,2017-09-29,22.739999771118164,22.739999771118164,22.978666305541992,22.57333374023437,22.790666580200195,76606500 -1092,2017-10-02,22.768667221069336,22.768667221069336,22.913333892822266,22.367332458496094,22.834667205810547,79302000 -1093,2017-10-03,23.209333419799805,23.209333419799805,23.23666763305664,22.0853328704834,22.393333435058597,152304000 -1094,2017-10-04,23.667333602905277,23.667333602905277,23.90800094604492,23.30666732788086,23.416667938232425,122452500 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-1103,2017-10-17,23.71666717529297,23.71666717529297,23.74799919128418,23.33799934387207,23.393999099731445,49399500 -1104,2017-10-18,23.976667404174805,23.976667404174805,24.200000762939453,23.608667373657227,23.731332778930664,74086500 -1105,2017-10-19,23.45400047302246,23.45400047302246,23.809999465942383,23.21333312988281,23.70400047302246,75927000 -1106,2017-10-20,23.00666618347168,23.00666618347168,23.636667251586918,22.95599937438965,23.512666702270508,73956000 -1107,2017-10-23,22.468000411987305,22.468000411987305,23.32999992370605,22.416667938232425,23.32533264160156,86209500 -1108,2017-10-24,22.48933219909668,22.48933219909668,22.85333251953125,22.410667419433597,22.58666610717773,67375500 -1109,2017-10-25,21.7226676940918,21.7226676940918,22.5,21.570667266845703,22.446666717529297,128911500 -1110,2017-10-26,21.744667053222656,21.744667053222656,22.01533317565918,21.546667098999023,21.851999282836918,75352500 -1111,2017-10-27,21.391332626342773,21.391332626342773,21.639333724975582,21.11066627502441,21.31666755676269,104695500 -1112,2017-10-30,21.338666915893555,21.338666915893555,21.5853328704834,21.149999618530277,21.27866744995117,63816000 -1113,2017-10-31,22.101999282836918,22.101999282836918,22.1299991607666,21.345333099365234,21.34866714477539,85084500 -1114,2017-11-01,21.405332565307617,21.405332565307617,22.173999786376957,21.35066795349121,22.149999618530277,126859500 -1115,2017-11-02,19.950666427612305,19.950666427612305,20.57933235168457,19.5086669921875,20.0086669921875,296871000 -1116,2017-11-03,20.4060001373291,20.4060001373291,20.416667938232425,19.67533302307129,19.96666717529297,133410000 -1117,2017-11-06,20.185333251953125,20.185333251953125,20.5,19.93400001525879,20.46666717529297,97290000 -1118,2017-11-07,20.40333366394043,20.40333366394043,20.433332443237305,20.00200080871582,20.06800079345703,79414500 -1119,2017-11-08,20.292667388916016,20.292667388916016,20.459333419799805,20.08666610717773,20.36666679382324,70879500 -1120,2017-11-09,20.19933319091797,20.19933319091797,20.297332763671875,19.753332138061523,20.166667938232425,81706500 -1121,2017-11-10,20.19933319091797,20.19933319091797,20.55733299255371,20.12333297729492,20.166667938232425,69381000 -1122,2017-11-13,21.02666664123535,21.02666664123535,21.1200008392334,19.94066619873047,20.0086669921875,113773500 -1123,2017-11-14,20.57999992370605,20.57999992370605,21.09000015258789,20.459999084472656,21.0,85141500 -1124,2017-11-15,20.753332138061523,20.753332138061523,20.832666397094727,20.100000381469727,20.40066719055176,89680500 -1125,2017-11-16,20.833332061767575,20.833332061767575,21.209333419799805,20.753332138061523,20.932666778564453,87331500 -1126,2017-11-17,21.003332138061523,21.003332138061523,21.777999877929688,20.87666702270508,21.711332321166992,206026500 -1127,2017-11-20,20.582666397094727,20.582666397094727,21.03333282470703,20.31666755676269,20.91933250427246,123715500 -1128,2017-11-21,21.187332153320312,21.187332153320312,21.215333938598636,20.58066749572754,20.724000930786133,108919500 -1129,2017-11-22,20.84000015258789,20.84000015258789,21.161333084106445,20.78933334350586,21.118000030517575,73764000 -1130,2017-11-24,21.036666870117188,21.036666870117188,21.0939998626709,20.733333587646484,20.91933250427246,48661500 -1131,2017-11-27,21.12066650390625,21.12066650390625,21.1560001373291,20.63400077819824,20.88333320617676,68338500 -1132,2017-11-28,21.170000076293945,21.170000076293945,21.333332061767575,20.92799949645996,21.09066772460937,74242500 -1133,2017-11-29,20.502666473388672,20.502666473388672,21.200000762939453,20.082000732421875,21.15333366394043,131511000 -1134,2017-11-30,20.59000015258789,20.59000015258789,20.71333312988281,20.30266761779785,20.570667266845703,65274000 -1135,2017-12-01,20.435333251953125,20.435333251953125,20.6879997253418,20.33666610717773,20.362667083740234,64393500 -1136,2017-12-04,20.34666633605957,20.34666633605957,20.551332473754883,20.040666580200195,20.433332443237305,87526500 -1137,2017-12-05,20.24666786193848,20.24666786193848,20.53333282470703,20.06666755676269,20.13333320617676,69697500 -1138,2017-12-06,20.88400077819824,20.88400077819824,20.892667770385746,20.0,20.00666618347168,107929500 -1139,2017-12-07,20.74933242797852,20.74933242797852,21.242000579833984,20.73666763305664,20.799999237060547,71709000 -1140,2017-12-08,21.0086669921875,21.0086669921875,21.131999969482425,20.750667572021484,20.97333335876465,52027500 -1141,2017-12-11,21.92733383178711,21.92733383178711,21.93400001525879,20.916667938232425,20.97533226013184,119070000 -1142,2017-12-12,22.735332489013672,22.735332489013672,22.762666702270508,22.00200080871582,22.030000686645508,130998000 -1143,2017-12-13,22.601999282836918,22.601999282836918,22.947999954223636,22.433332443237305,22.728666305541992,93322500 -1144,2017-12-14,22.525999069213867,22.525999069213867,23.16266632080078,22.459999084472656,22.733999252319336,86998500 -1145,2017-12-15,22.89666748046875,22.89666748046875,22.926666259765625,22.38400077819824,22.80266761779785,103998000 -1146,2017-12-18,22.591333389282227,22.591333389282227,23.115333557128903,22.505332946777344,22.99333381652832,82143000 -1147,2017-12-19,22.07333374023437,22.07333374023437,22.766000747680664,22.020000457763672,22.68400001525879,102375000 -1148,2017-12-20,21.93199920654297,21.93199920654297,22.206666946411133,21.66933250427246,22.179332733154297,89307000 -1149,2017-12-21,22.11066627502441,22.11066627502441,22.24933242797852,21.81399917602539,21.9726676940918,65778000 -1150,2017-12-22,21.68000030517578,21.68000030517578,22.06133270263672,21.65466690063477,21.96733283996582,63237000 -1151,2017-12-26,21.152666091918945,21.152666091918945,21.59600067138672,21.10533332824707,21.588666915893555,65676000 -1152,2017-12-27,20.775999069213867,20.775999069213867,21.178667068481445,20.71666717529297,21.06666755676269,70681500 -1153,2017-12-28,21.02400016784668,21.02400016784668,21.05466651916504,20.63599967956543,20.78333282470703,64744500 -1154,2017-12-29,20.75666618347168,20.75666618347168,21.0939998626709,20.666667938232425,21.07866668701172,56658000 -1155,2018-01-02,21.368667602539062,21.368667602539062,21.474000930786133,20.733333587646484,20.799999237060547,65283000 -1156,2018-01-03,21.149999618530277,21.149999618530277,21.683332443237305,21.036666870117188,21.399999618530277,67822500 -1157,2018-01-04,20.974666595458984,20.974666595458984,21.23666763305664,20.3786678314209,20.857999801635746,149194500 -1158,2018-01-05,21.10533332824707,21.10533332824707,21.14933204650879,20.799999237060547,21.107999801635746,68868000 -1159,2018-01-08,22.42733383178711,22.42733383178711,22.468000411987305,21.03333282470703,21.06666755676269,147891000 -1160,2018-01-09,22.246000289916992,22.246000289916992,22.58666610717773,21.82666778564453,22.3439998626709,107199000 -1161,2018-01-10,22.31999969482422,22.31999969482422,22.46666717529297,22.0,22.14666748046875,64648500 -1162,2018-01-11,22.530000686645508,22.530000686645508,22.98733329772949,22.21733283996582,22.34933280944824,99682500 -1163,2018-01-12,22.4146671295166,22.4146671295166,22.694000244140625,22.244667053222656,22.57533264160156,72376500 -1164,2018-01-16,22.67066764831543,22.67066764831543,23.0,22.31999969482422,22.502666473388672,97114500 -1165,2018-01-17,23.143999099731445,23.143999099731445,23.26666641235352,22.649999618530277,22.697999954223636,106552500 -1166,2018-01-18,22.971332550048828,22.971332550048828,23.48666763305664,22.916000366210938,23.044666290283203,85287000 -1167,2018-01-19,23.334667205810547,23.334667205810547,23.37266731262207,22.84000015258789,23.0,73324500 -1168,2018-01-22,23.437332153320312,23.437332153320312,23.85533332824707,23.280000686645508,23.293333053588867,93156000 -1169,2018-01-23,23.519332885742188,23.519332885742188,24.03333282470703,23.399999618530277,24.0,81981000 -1170,2018-01-24,23.05933380126953,23.05933380126953,23.649999618530277,22.90133285522461,23.6386661529541,79312500 -1171,2018-01-25,22.50933265686035,22.50933265686035,23.280000686645508,22.426666259765625,23.218000411987305,101104500 -1172,2018-01-26,22.856666564941406,22.856666564941406,22.933332443237305,22.38066673278809,22.76666641235352,68091000 -1173,2018-01-29,23.302000045776367,23.302000045776367,23.38999938964844,22.552000045776367,22.656667709350582,71206500 -1174,2018-01-30,23.05466651916504,23.05466651916504,23.218000411987305,22.81133270263672,23.00933265686035,70765500 -1175,2018-01-31,23.62066650390625,23.62066650390625,23.746000289916992,23.012666702270508,23.167333602905277,93211500 -1176,2018-02-01,23.28333282470703,23.28333282470703,23.977333068847656,23.242000579833984,23.399999618530277,62965500 -1177,2018-02-02,22.916667938232425,22.916667938232425,23.46333312988281,22.700666427612305,23.22933387756348,55572000 -1178,2018-02-05,22.208667755126957,22.208667755126957,22.96466636657715,22.200000762939453,22.531333923339844,66961500 -1179,2018-02-06,22.264667510986328,22.264667510986328,22.4146671295166,21.56666755676269,21.680667877197266,76326000 -1180,2018-02-07,23.0,23.0,23.06666755676269,22.37733268737793,22.59933280944824,104538000 -1181,2018-02-08,21.01533317565918,21.01533317565918,23.2413330078125,20.97333335876465,22.88733291625977,154719000 -1182,2018-02-09,20.69466781616211,20.69466781616211,21.398666381835938,19.65066719055176,21.32866668701172,194005500 -1183,2018-02-12,21.048667907714844,21.048667907714844,21.2053337097168,20.416667938232425,21.07533264160156,93417000 -1184,2018-02-13,21.577333450317383,21.577333450317383,21.612667083740234,20.833999633789062,21.001333236694336,68403000 -1185,2018-02-14,21.48733329772949,21.48733329772949,21.744667053222656,21.23466682434082,21.389333724975582,59260500 -1186,2018-02-15,22.271333694458008,22.271333694458008,22.274667739868164,21.49333381652832,21.63333320617676,88693500 -1187,2018-02-16,22.36599922180176,22.36599922180176,22.874666213989254,22.10933303833008,22.166667938232425,84639000 -1188,2018-02-20,22.31800079345703,22.31800079345703,22.7226676940918,22.100000381469727,22.29800033569336,60141000 -1189,2018-02-21,22.21999931335449,22.21999931335449,22.645999908447266,22.211332321166992,22.402000427246094,48294000 -1190,2018-02-22,23.077999114990234,23.077999114990234,23.16266632080078,22.31666755676269,22.368667602539062,104547000 -1191,2018-02-23,23.46999931335449,23.46999931335449,23.666000366210938,23.13999938964844,23.18866729736328,87261000 -1192,2018-02-26,23.827999114990234,23.827999114990234,23.933332443237305,23.49066734313965,23.56666755676269,65100000 -1193,2018-02-27,23.39933204650879,23.39933204650879,23.99933242797852,23.333999633789062,23.75,71961000 -1194,2018-02-28,22.87066650390625,22.87066650390625,23.682666778564453,22.814666748046875,23.50466728210449,91045500 -1195,2018-03-01,22.062000274658203,22.062000274658203,23.244667053222656,22.00466728210449,23.000667572021484,103284000 -1196,2018-03-02,22.341333389282227,22.341333389282227,22.347999572753903,21.531333923339844,21.798667907714844,76392000 -1197,2018-03-05,22.22333335876465,22.22333335876465,22.51666641235352,21.952667236328125,22.159332275390625,57357000 -1198,2018-03-06,21.8799991607666,21.8799991607666,22.42466735839844,21.802000045776367,22.25,64285500 -1199,2018-03-07,22.15333366394043,22.15333366394043,22.166667938232425,21.44933319091797,21.69599914550781,75109500 -1200,2018-03-08,21.940000534057617,21.940000534057617,22.21999931335449,21.751333236694336,22.19066619873047,53493000 -1201,2018-03-09,21.81133270263672,21.81133270263672,21.89933204650879,21.4913330078125,21.606666564941406,82602000 -1202,2018-03-12,23.03400039672852,23.03400039672852,23.1473331451416,21.76666641235352,21.90733337402344,123960000 -1203,2018-03-13,22.78933334350586,22.78933334350586,23.1473331451416,21.76666641235352,21.90733337402344,89487000 -1204,2018-03-14,21.775333404541016,21.775333404541016,22.65399932861328,21.595333099365234,22.450666427612305,119511000 -1205,2018-03-15,21.706666946411133,21.706666946411133,22.190000534057617,21.406667709350582,21.958667755126957,98472000 -1206,2018-03-16,21.42333221435547,21.42333221435547,21.82666778564453,21.271333694458008,21.52866744995117,91759500 -1207,2018-03-19,20.90399932861328,20.90399932861328,21.38333320617676,20.64466667175293,21.100000381469727,112264500 -1208,2018-03-20,20.703332901000977,20.703332901000977,21.083332061767575,20.583999633789062,20.9913330078125,71464500 -1209,2018-03-21,21.101999282836918,21.101999282836918,21.496000289916992,20.679332733154297,20.683332443237305,89376000 -1210,2018-03-22,20.606666564941406,20.606666564941406,21.25466728210449,20.545333862304688,20.926000595092773,74097000 -1211,2018-03-23,20.1026668548584,20.1026668548584,20.75,20.030000686645508,20.75,99823500 -1212,2018-03-26,20.27866744995117,20.27866744995117,20.506000518798828,19.423999786376957,20.48933219909668,125628000 -1213,2018-03-27,18.61199951171875,18.61199951171875,20.284666061401367,18.478666305541992,20.26666641235352,208080000 -1214,2018-03-28,17.185333251953125,17.185333251953125,17.91200065612793,16.80666732788086,17.6386661529541,315021000 -1215,2018-03-29,17.742000579833984,17.742000579833984,18.06399917602539,16.547332763671875,17.099332809448242,227560500 -1216,2018-04-02,16.832000732421875,16.832000732421875,17.35533332824707,16.305999755859375,17.083999633789062,241710000 -1217,2018-04-03,17.8353328704834,17.8353328704834,18.22333335876465,16.965999603271484,17.988000869750977,282666000 -1218,2018-04-04,19.12933349609375,19.12933349609375,19.224666595458984,16.799999237060547,16.851999282836914,298450500 -1219,2018-04-05,20.381332397460938,20.381332397460938,20.417333602905277,19.21333312988281,19.28933334350586,286816500 -1220,2018-04-06,19.953332901000977,19.953332901000977,20.618667602539062,19.700000762939453,20.06666755676269,202804500 -1221,2018-04-09,19.310667037963867,19.310667037963867,20.63333320617676,19.28066635131836,20.024667739868164,153747000 -1222,2018-04-10,20.31333351135254,20.31333351135254,20.47333335876465,19.57866668701172,19.93133354187012,164847000 -1223,2018-04-11,20.062000274658203,20.062000274658203,20.59866714477539,19.977333068847656,20.04933357238769,112243500 -1224,2018-04-12,19.60533332824707,19.60533332824707,20.26333236694336,19.57866668701172,20.15466690063477,114132000 -1225,2018-04-13,20.022666931152344,20.022666931152344,20.26333236694336,19.73200035095215,20.239999771118164,109908000 -1226,2018-04-16,19.41399955749512,19.41399955749512,19.977333068847656,19.267332077026367,19.933332443237305,95077500 -1227,2018-04-17,19.179332733154297,19.179332733154297,19.47800064086914,18.833999633789062,19.257999420166016,105000000 -1228,2018-04-18,19.55666732788086,19.55666732788086,20.016000747680664,19.21066665649414,19.405332565307617,98365500 -1229,2018-04-19,20.005332946777344,20.005332946777344,20.067333221435547,19.23666763305664,19.405332565307617,91359000 -1230,2018-04-20,19.34933280944824,19.34933280944824,19.998666763305664,19.31666755676269,19.67799949645996,84418500 -1231,2018-04-23,18.891332626342773,18.891332626342773,19.441333770751957,18.82200050354004,19.41933250427246,73401000 -1232,2018-04-24,18.8973331451416,18.8973331451416,19.139333724975582,18.56399917602539,19.0,85279500 -1233,2018-04-25,18.71266746520996,18.71266746520996,19.01066780090332,18.483333587646484,18.899999618530277,60204000 -1234,2018-04-26,19.03199958801269,19.03199958801269,19.05266761779785,18.433332443237305,18.583332061767575,65340000 -1235,2018-04-27,19.60533332824707,19.60533332824707,19.631332397460938,18.92200088500977,19.024667739868164,65469000 -1236,2018-04-30,19.59333229064941,19.59333229064941,19.915332794189453,19.5,19.573999404907227,63423000 -1237,2018-05-01,19.994667053222656,19.994667053222656,20.05466651916504,19.54800033569336,19.567333221435547,69384000 -1238,2018-05-02,20.07666778564453,20.07666778564453,20.456666946411133,19.851999282836918,19.90466690063477,134556000 -1239,2018-05-03,18.96333312988281,18.96333312988281,19.202667236328125,18.34866714477539,18.586000442504883,260281500 -1240,2018-05-04,19.606000900268555,19.606000900268555,19.790666580200195,18.634666442871094,18.86666679382324,128541000 -1241,2018-05-07,20.184667587280277,20.184667587280277,20.3973331451416,19.67799949645996,19.833332061767575,130173000 -1242,2018-05-08,20.131332397460938,20.131332397460938,20.51666641235352,19.933332443237305,20.053333282470703,88950000 -1243,2018-05-09,20.456666946411133,20.456666946411133,20.46733283996582,20.003332138061523,20.027332305908203,85911000 -1244,2018-05-10,20.334667205810547,20.334667205810547,20.86599922180176,20.27400016784668,20.5,84774000 -1245,2018-05-11,20.070667266845703,20.070667266845703,20.59199905395508,19.93866729736328,20.51333236694336,70194000 -1246,2018-05-14,19.46466636657715,19.46466636657715,20.32933235168457,19.441333770751957,20.221332550048828,109302000 -1247,2018-05-15,18.94533348083496,18.94533348083496,19.13066673278809,18.700000762939453,19.000667572021484,142788000 -1248,2018-05-16,19.09866714477539,19.09866714477539,19.253999710083008,18.770666122436523,18.92200088500977,85110000 -1249,2018-05-17,18.96933364868164,18.96933364868164,19.279333114624023,18.93133354187012,19.059999465942383,66309000 -1250,2018-05-18,18.454666137695312,18.454666137695312,18.976667404174805,18.26666641235352,18.976667404174805,108778500 -1251,2018-05-21,18.965999603271484,18.965999603271484,19.432666778564453,18.753332138061523,18.755332946777344,137739000 -1252,2018-05-22,18.333999633789062,18.333999633789062,19.200000762939453,18.22800064086914,19.18400001525879,134187000 -1253,2018-05-23,18.60466766357422,18.60466766357422,18.660667419433597,18.26666641235352,18.517332077026367,89776500 -1254,2018-05-24,18.523332595825195,18.523332595825195,18.74066734313965,18.326000213623047,18.559999465942383,62650500 -1255,2018-05-25,18.59000015258789,18.59000015258789,18.642667770385746,18.374000549316406,18.5086669921875,58126500 -1256,2018-05-29,18.917333602905277,18.917333602905277,19.100000381469727,18.40999984741211,18.567333221435547,84999000 -1257,2018-05-30,19.447999954223636,19.447999954223636,19.667333602905277,18.773332595825195,18.88599967956543,112345500 -1258,2018-05-31,18.98200035095215,18.98200035095215,19.357999801635746,18.86199951171875,19.1473331451416,88795500 -1259,2018-06-01,19.454666137695312,19.454666137695312,19.46333312988281,18.922666549682617,19.05733299255371,81366000 -1260,2018-06-04,19.78266716003418,19.78266716003418,19.933332443237305,19.56999969482422,19.62266731262207,71967000 -1261,2018-06-05,19.408666610717773,19.408666610717773,19.85333251953125,19.11599922180176,19.84666633605957,89928000 -1262,2018-06-06,21.299999237060547,21.299999237060547,21.47800064086914,19.832000732421875,20.03333282470703,281509500 -1263,2018-06-07,21.07266616821289,21.07266616821289,22.0,20.905332565307617,21.07666778564453,215179500 -1264,2018-06-08,21.17733383178711,21.17733383178711,21.631999969482425,21.143333435058597,21.26666641235352,123078000 -1265,2018-06-11,22.13999938964844,22.13999938964844,22.310667037963867,21.5,21.500667572021484,197752500 -1266,2018-06-12,22.851333618164062,22.851333618164062,23.6646671295166,22.53333282470703,22.979999542236328,335211000 -1267,2018-06-13,22.985332489013672,22.985332489013672,23.14666748046875,22.65333366394043,23.11400032043457,142047000 -1268,2018-06-14,23.847999572753903,23.847999572753903,23.916667938232425,23.106666564941406,23.17533302307129,164715000 -1269,2018-06-15,23.87800025939941,23.87800025939941,24.31133270263672,23.416667938232425,23.589332580566406,162724500 -1270,2018-06-18,24.722000122070312,24.722000122070312,24.915332794189453,23.63333320617676,23.69333267211914,181098000 -1271,2018-06-19,23.503332138061523,23.503332138061523,24.666667938232425,23.083332061767575,24.3439998626709,191428500 -1272,2018-06-20,24.14800071716309,24.14800071716309,24.29199981689453,23.46666717529297,23.869333267211918,125755500 -1273,2018-06-21,23.167333602905277,23.167333602905277,24.41399955749512,23.084667205810547,24.13333320617676,119506500 -1274,2018-06-22,22.242000579833984,22.242000579833984,23.483333587646484,22.13333320617676,23.43600082397461,153991500 -1275,2018-06-25,22.200666427612305,22.200666427612305,22.564666748046875,21.833332061767575,22.007999420166016,103969500 -1276,2018-06-26,22.799999237060547,22.799999237060547,22.90333366394043,21.71999931335449,22.40333366394043,111787500 -1277,2018-06-27,22.96666717529297,22.96666717529297,23.38599967956543,22.63333320617676,23.0,125005500 -1278,2018-06-28,23.32866668701172,23.32866668701172,23.801332473754883,23.073999404907227,23.24399948120117,125970000 -1279,2018-06-29,22.86333274841309,22.86333274841309,23.59066772460937,22.827333450317383,23.55533218383789,97386000 -1280,2018-07-02,22.33799934387207,22.33799934387207,24.318666458129883,21.989999771118164,24.00466728210449,281397000 -1281,2018-07-03,20.724000930786133,20.724000930786133,22.166000366210938,20.645999908447266,22.11666679382324,184239000 -1282,2018-07-05,20.61066627502441,20.61066627502441,20.959333419799805,19.74799919128418,20.917333602905277,262146000 -1283,2018-07-06,20.59333229064941,20.59333229064941,20.80466651916504,20.13333320617676,20.32999992370605,132982500 -1284,2018-07-09,21.233999252319336,21.233999252319336,21.23466682434082,20.53333282470703,20.79933357238769,113952000 -1285,2018-07-10,21.49799919128418,21.49799919128418,21.845333099365234,21.280000686645508,21.63733291625977,142072500 -1286,2018-07-11,21.263999938964844,21.263999938964844,21.46266746520996,21.00466728210449,21.053333282470703,73261500 -1287,2018-07-12,21.11400032043457,21.11400032043457,21.548667907714844,20.851333618164062,21.428667068481445,85818000 -1288,2018-07-13,21.257999420166016,21.257999420166016,21.30533218383789,20.61666679382324,21.038667678833008,88047000 -1289,2018-07-16,20.67333221435547,20.67333221435547,21.01066780090332,20.416667938232425,20.78066635131836,117280500 -1290,2018-07-17,21.512666702270508,21.512666702270508,21.64933204650879,20.56666755676269,20.58733367919922,104943000 -1291,2018-07-18,21.59000015258789,21.59000015258789,21.700000762939453,21.083332061767575,21.666667938232425,84363000 -1292,2018-07-19,21.34866714477539,21.34866714477539,21.56933212280273,20.93400001525879,21.088666915893555,88729500 -1293,2018-07-20,20.905332565307617,20.905332565307617,21.54933357238769,20.78066635131836,21.415332794189453,77433000 -1294,2018-07-23,20.21333312988281,20.21333312988281,20.36666679382324,19.52400016784668,20.12266731262207,164893500 -1295,2018-07-24,19.82866668701172,19.82866668701172,20.514667510986328,19.503332138061523,20.294666290283203,143862000 -1296,2018-07-25,20.582666397094727,20.582666397094727,20.641332626342773,19.63333320617676,19.78266716003418,106131000 -1297,2018-07-26,20.44333267211914,20.44333267211914,20.71333312988281,20.24266624450684,20.32333374023437,69457500 -1298,2018-07-27,19.812000274658203,19.812000274658203,20.512666702270508,19.689332962036133,20.483333587646484,85549500 -1299,2018-07-30,19.344667434692383,19.344667434692383,19.739999771118164,19.07533264160156,19.726667404174805,102211500 -1300,2018-07-31,19.875999450683597,19.875999450683597,19.88800048828125,19.271333694458008,19.483333587646484,76153500 -1301,2018-08-01,20.05599975585937,20.05599975585937,20.200000762939453,19.53333282470703,19.86599922180176,151941000 -1302,2018-08-02,23.30266761779785,23.30266761779785,23.332666397094727,21.54400062561035,21.895999908447266,348225000 -1303,2018-08-03,23.211332321166992,23.211332321166992,23.666667938232425,22.8353328704834,23.187332153320312,204847500 -1304,2018-08-06,22.79933357238769,22.79933357238769,23.665332794189453,22.788000106811523,23.03066635131836,128464500 -1305,2018-08-07,25.30466651916504,25.30466651916504,25.83066749572754,22.61000061035156,22.922666549682617,463137000 -1306,2018-08-08,24.689332962036133,24.689332962036133,25.50933265686035,24.474666595458984,24.606000900268555,368568000 -1307,2018-08-09,23.49666786193848,23.49666786193848,24.46733283996582,23.048667907714844,24.3700008392334,257757000 -1308,2018-08-10,23.69933319091797,23.69933319091797,24.0,23.06666755676269,23.600000381469727,173280000 -1309,2018-08-13,23.76066780090332,23.76066780090332,24.21266746520996,23.26799964904785,24.07533264160156,156958500 -1310,2018-08-14,23.176000595092773,23.176000595092773,23.946666717529297,23.13999938964844,23.89666748046875,104796000 -1311,2018-08-15,22.57933235168457,22.57933235168457,22.965999603271484,22.142667770385746,22.79400062561035,136519500 -1312,2018-08-16,22.36333274841309,22.36333274841309,22.818666458129883,22.25466728210449,22.660667419433597,90960000 -1313,2018-08-17,20.36666679382324,20.36666679382324,21.784666061401367,20.235332489013672,21.56666755676269,284379000 -1314,2018-08-20,20.562667846679688,20.562667846679688,20.56666755676269,19.21333312988281,19.446666717529297,261034500 -1315,2018-08-21,21.459999084472656,21.459999084472656,21.652666091918945,20.600000381469727,20.707332611083984,197583000 -1316,2018-08-22,21.44266700744629,21.44266700744629,21.59199905395508,20.97800064086914,21.391332626342773,89190000 -1317,2018-08-23,21.34000015258789,21.34000015258789,21.821332931518555,21.206666946411133,21.275999069213867,77209500 -1318,2018-08-24,21.521333694458008,21.521333694458008,21.59000015258789,21.293333053588867,21.3799991607666,54039000 -1319,2018-08-27,21.284666061401367,21.284666061401367,21.496000289916992,20.58733367919922,21.200000762939453,196189500 -1320,2018-08-28,20.790666580200195,20.790666580200195,21.2586669921875,20.746000289916992,21.227333068847656,114736500 -1321,2018-08-29,20.333999633789062,20.333999633789062,20.790000915527344,20.246000289916992,20.684667587280277,111711000 -1322,2018-08-30,20.209999084472656,20.209999084472656,20.30666732788086,19.847999572753903,20.15066719055176,108250500 -1323,2018-08-31,20.11066627502441,20.11066627502441,20.35400009155273,19.906667709350582,20.13333320617676,80626500 -1324,2018-09-04,19.26333236694336,19.26333236694336,19.87933349609375,19.200000762939453,19.79599952697754,125257500 -1325,2018-09-05,18.715999603271484,18.715999603271484,19.118667602539062,18.478666305541992,19.003332138061523,115812000 -1326,2018-09-06,18.729999542236328,18.729999542236328,19.411333084106445,18.59199905395508,18.98666763305664,112212000 -1327,2018-09-07,17.549333572387695,17.549333572387695,17.889999389648438,16.816667556762695,17.34000015258789,337378500 -1328,2018-09-10,19.03333282470703,19.03333282470703,19.068666458129883,18.06666755676269,18.21733283996582,214252500 -1329,2018-09-11,18.62933349609375,18.62933349609375,18.799999237060547,18.23666763305664,18.631332397460938,137550000 -1330,2018-09-12,19.369333267211918,19.369333267211918,19.5,18.57666778564453,18.762666702270508,150231000 -1331,2018-09-13,19.297332763671875,19.297332763671875,19.666667938232425,19.011999130249023,19.20133209228516,95104500 -1332,2018-09-14,19.68000030517578,19.68000030517578,19.82200050354004,19.101333618164062,19.250667572021484,101484000 -1333,2018-09-17,19.6560001373291,19.6560001373291,20.058000564575195,19.208667755126957,19.336000442504883,103314000 -1334,2018-09-18,18.997333526611328,18.997333526611328,20.176000595092773,18.36666679382324,19.779333114624023,248212500 -1335,2018-09-19,19.934667587280277,19.934667587280277,20.0,18.700000762939453,18.700666427612305,124423500 -1336,2018-09-20,19.8886661529541,19.8886661529541,20.398666381835938,19.55533218383789,20.23733329772949,110241000 -1337,2018-09-21,19.940000534057617,19.940000534057617,20.038667678833008,19.691333770751957,19.84666633605957,75757500 -1338,2018-09-24,19.978666305541992,19.978666305541992,20.200000762939453,19.57200050354004,19.898666381835938,72645000 -1339,2018-09-25,20.06599998474121,20.06599998474121,20.30666732788086,19.76666641235352,20.0,67225500 -1340,2018-09-26,20.6386661529541,20.6386661529541,20.926000595092773,20.073999404907227,20.12733268737793,117648000 -1341,2018-09-27,20.501333236694336,20.501333236694336,20.997333526611328,20.46066665649414,20.86000061035156,127636500 -1342,2018-09-28,17.65133285522461,17.65133285522461,18.53333282470703,17.37066650390625,18.017332077026367,504745500 -1343,2018-10-01,20.71333312988281,20.71333312988281,20.762666702270508,20.06999969482422,20.384666442871094,326664000 -1344,2018-10-02,20.06800079345703,20.06800079345703,21.12266731262207,19.94333267211914,20.93000030517578,176152500 -1345,2018-10-03,19.65333366394043,19.65333366394043,20.30666732788086,19.4379997253418,20.222000122070312,119925000 -1346,2018-10-04,18.788667678833008,18.788667678833008,19.600000381469727,18.51133346557617,19.59666633605957,147213000 -1347,2018-10-05,17.463333129882812,17.463333129882812,18.32533264160156,17.333332061767578,18.309999465942383,269167500 -1348,2018-10-08,16.70400047302246,16.70400047302246,17.85066795349121,16.600000381469727,17.634666442871094,202090500 -1349,2018-10-09,17.520000457763672,17.520000457763672,17.784666061401367,16.886667251586914,17.016666412353516,180909000 -1350,2018-10-10,17.125333786010742,17.125333786010742,17.700666427612305,16.51799964904785,17.640666961669922,192229500 -1351,2018-10-11,16.815332412719727,16.815332412719727,17.483333587646484,16.601999282836914,17.16866683959961,122515500 -1352,2018-10-12,17.25200080871582,17.25200080871582,17.465999603271484,16.80066680908203,17.399999618530273,108021000 -1353,2018-10-15,17.305999755859375,17.305999755859375,17.552000045776367,16.96933364868164,17.270666122436523,93000000 -1354,2018-10-16,18.439332962036133,18.439332962036133,18.492000579833984,17.482667922973633,17.713333129882812,142896000 -1355,2018-10-17,18.118667602539062,18.118667602539062,18.84666633605957,17.719999313354492,18.82666778564453,129832500 -1356,2018-10-18,17.5939998626709,17.5939998626709,18.06666755676269,17.53333282470703,17.952667236328125,81318000 -1357,2018-10-19,17.333332061767578,17.333332061767578,17.977333068847656,16.899999618530273,17.826000213623047,140632500 -1358,2018-10-22,17.39666748046875,17.39666748046875,17.457332611083984,16.839332580566406,17.3786678314209,84004500 -1359,2018-10-23,19.60933303833008,19.60933303833008,19.86199951171875,17.47333335876465,17.591333389282227,285417000 -1360,2018-10-24,19.233333587646484,19.233333587646484,20.29599952697754,19.048667907714844,20.06999969482422,300874500 -1361,2018-10-25,20.99066734313965,20.99066734313965,21.399999618530277,20.067333221435547,21.14800071716309,312610500 -1362,2018-10-26,22.059999465942383,22.059999465942383,22.65999984741211,20.44333267211914,20.549999237060547,411382500 -1363,2018-10-29,22.32333374023437,22.32333374023437,23.143999099731445,21.76666641235352,22.49799919128418,217290000 -1364,2018-10-30,21.99333381652832,21.99333381652832,22.52666664123535,21.483999252319336,21.892667770385746,136900500 -1365,2018-10-31,22.488000869750977,22.488000869750977,22.799999237060547,21.940000534057617,22.16933250427246,114364500 -1366,2018-11-01,22.95199966430664,22.95199966430664,23.189332962036133,22.315332412719727,22.55066680908203,120001500 -1367,2018-11-02,23.0939998626709,23.0939998626709,23.280000686645508,22.727333068847656,22.916000366210938,117120000 -1368,2018-11-05,22.76000022888184,22.76000022888184,22.930667877197266,22.00933265686035,22.700000762939453,117465000 -1369,2018-11-06,22.73733329772949,22.73733329772949,23.253332138061523,22.4060001373291,22.60466766357422,101443500 -1370,2018-11-07,23.21066665649414,23.21066665649414,23.41200065612793,22.71999931335449,22.889333724975582,110617500 -1371,2018-11-08,23.426666259765625,23.426666259765625,23.838666915893555,23.22933387756348,23.233333587646484,106360500 -1372,2018-11-09,23.367332458496094,23.367332458496094,23.600000381469727,23.01533317565918,23.26666641235352,76482000 -1373,2018-11-12,22.0853328704834,22.0853328704834,23.318666458129883,22.022666931152344,23.224666595458984,104122500 -1374,2018-11-13,22.582000732421875,22.582000732421875,22.979999542236328,22.14666748046875,22.21066665649414,81729000 -1375,2018-11-14,22.933332443237305,22.933332443237305,23.14066696166992,22.476667404174805,22.84666633605957,75604500 -1376,2018-11-15,23.22933387756348,23.22933387756348,23.238666534423828,22.6026668548584,22.82200050354004,69385500 -1377,2018-11-16,23.62066650390625,23.62066650390625,23.71333312988281,23.007999420166016,23.012666702270508,108093000 -1378,2018-11-19,23.564666748046875,23.564666748046875,24.450000762939453,23.525333404541016,23.756000518798828,145633500 -1379,2018-11-20,23.166000366210938,23.166000366210938,23.31999969482422,22.23666763305664,22.78333282470703,120070500 -1380,2018-11-21,22.54599952697754,22.54599952697754,23.540000915527344,22.49333381652832,23.46666717529297,70302000 -1381,2018-11-23,21.722000122070312,21.722000122070312,22.5,21.703332901000977,22.290000915527344,63039000 -1382,2018-11-26,23.06666755676269,23.06666755676269,23.08133316040039,21.666667938232425,21.666667938232425,119881500 -1383,2018-11-27,22.92799949645996,22.92799949645996,23.13066673278809,22.36666679382324,22.670000076293945,95374500 -1384,2018-11-28,23.191333770751957,23.191333770751957,23.21866607666016,22.81399917602539,23.06599998474121,61914000 -1385,2018-11-29,22.744667053222656,22.744667053222656,23.166667938232425,22.636667251586918,23.13333320617676,46210500 -1386,2018-11-30,23.365333557128903,23.365333557128903,23.440000534057617,22.55066680908203,22.788667678833008,84436500 -1387,2018-12-03,23.89933204650879,23.89933204650879,24.399999618530277,23.46666717529297,24.0,124597500 -1388,2018-12-04,23.979999542236328,23.979999542236328,24.57866668701172,23.46666717529297,23.73666763305664,126928500 -1389,2018-12-06,24.20400047302246,24.20400047302246,24.492000579833984,23.38400077819824,23.733999252319336,117637500 -1390,2018-12-07,23.86466789245605,23.86466789245605,25.29933357238769,23.84333229064941,24.600000381469727,172668000 -1391,2018-12-10,24.34333229064941,24.34333229064941,24.398666381835938,23.541332244873047,24.0,99202500 -1392,2018-12-11,24.450666427612305,24.450666427612305,24.81133270263672,24.01533317565918,24.660667419433597,94632000 -1393,2018-12-12,24.440000534057617,24.440000534057617,24.79400062561035,24.3439998626709,24.62800025939941,75405000 -1394,2018-12-13,25.119333267211918,25.119333267211918,25.16266632080078,24.450000762939453,24.676666259765625,110488500 -1395,2018-12-14,24.38066673278809,24.38066673278809,25.191333770751957,24.288667678833008,25.0,95064000 -1396,2018-12-17,23.22800064086914,23.22800064086914,24.3799991607666,22.92533302307129,24.13333320617676,115110000 -1397,2018-12-18,22.46866607666016,22.46866607666016,23.43666648864746,22.246000289916992,23.369333267211918,106500000 -1398,2018-12-19,22.197999954223636,22.197999954223636,23.13400077819824,21.982667922973636,22.50666618347168,124113000 -1399,2018-12-20,21.025333404541016,21.025333404541016,22.019332885742188,20.791332244873047,21.803333282470703,136078500 -1400,2018-12-21,21.31800079345703,21.31800079345703,21.564666748046875,20.82933235168457,21.15999984741211,120252000 -1401,2018-12-24,19.69266700744629,19.69266700744629,20.96666717529297,19.68000030517578,20.899999618530277,83398500 -1402,2018-12-26,21.73933219909668,21.73933219909668,21.79800033569336,19.606000900268555,20.0,122446500 -1403,2018-12-27,21.07533264160156,21.07533264160156,21.47800064086914,20.100000381469727,21.32266616821289,128626500 -1404,2018-12-28,22.257999420166016,22.257999420166016,22.416000366210938,21.227333068847656,21.540000915527344,149085000 -1405,2018-12-31,22.18666648864746,22.18666648864746,22.61400032043457,21.68400001525879,22.519332885742188,94534500 -1406,2019-01-02,20.67466735839844,20.67466735839844,21.0086669921875,19.920000076293945,20.406667709350582,174879000 -1407,2019-01-03,20.02400016784668,20.02400016784668,20.62666702270508,19.82533264160156,20.46666717529297,104478000 -1408,2019-01-04,21.179332733154297,21.179332733154297,21.200000762939453,20.18199920654297,20.399999618530277,110911500 -1409,2019-01-07,22.33066749572754,22.33066749572754,22.44933319091797,21.183332443237305,21.447999954223636,113268000 -1410,2019-01-08,22.356666564941406,22.356666564941406,22.93400001525879,21.801332473754883,22.797332763671875,105127500 -1411,2019-01-09,22.568666458129883,22.568666458129883,22.899999618530277,22.097999572753903,22.36666679382324,81493500 -1412,2019-01-10,22.99799919128418,22.99799919128418,23.025999069213867,22.119333267211918,22.293333053588867,90846000 -1413,2019-01-11,23.15066719055176,23.15066719055176,23.227333068847656,22.584667205810547,22.80599975585937,75586500 -1414,2019-01-14,22.293333053588867,22.293333053588867,22.833332061767575,22.26666641235352,22.82533264160156,78709500 -1415,2019-01-15,22.96199989318848,22.96199989318848,23.253332138061523,22.299999237060547,22.333332061767575,90849000 -1416,2019-01-16,23.06999969482422,23.06999969482422,23.46666717529297,22.899999618530277,22.985332489013672,70375500 -1417,2019-01-17,23.15399932861328,23.15399932861328,23.433332443237305,22.94333267211914,23.08066749572754,55150500 -1418,2019-01-18,20.15066719055176,20.15066719055176,21.808666229248047,19.98200035095215,21.53333282470703,362262000 -1419,2019-01-22,19.92799949645996,19.92799949645996,20.53333282470703,19.700000762939453,20.321332931518555,181000500 -1420,2019-01-23,19.172666549682617,19.172666549682617,19.63333320617676,18.779333114624023,19.5,187950000 -1421,2019-01-24,19.43400001525879,19.43400001525879,19.57866668701172,18.618667602539062,18.868667602539062,120183000 -1422,2019-01-25,19.80266761779785,19.80266761779785,19.90133285522461,19.303333282470703,19.625999450683597,108744000 -1423,2019-01-28,19.7586669921875,19.7586669921875,19.83066749572754,19.183332443237305,19.527332305908203,96349500 -1424,2019-01-29,19.83066749572754,19.83066749572754,19.90399932861328,19.453332901000977,19.684667587280277,69325500 -1425,2019-01-30,20.584667205810547,20.584667205810547,20.600000381469727,19.89933204650879,20.030000686645508,168754500 -1426,2019-01-31,20.468000411987305,20.468000411987305,20.770666122436523,19.600000381469727,20.06666755676269,188538000 -1427,2019-02-01,20.81399917602539,20.81399917602539,21.07333374023437,20.233333587646484,20.3613338470459,109251000 -1428,2019-02-04,20.85933303833008,20.85933303833008,21.020000457763672,20.125333786010746,20.865333557128903,110281500 -1429,2019-02-05,21.42333221435547,21.42333221435547,21.496000289916992,20.81666755676269,20.832666397094727,101142000 -1430,2019-02-06,21.14800071716309,21.14800071716309,21.61599922180176,21.041332244873047,21.30599975585937,75577500 -1431,2019-02-07,20.500667572021484,20.500667572021484,20.979999542236328,20.200000762939453,20.886667251586918,97809000 -1432,2019-02-08,20.386667251586918,20.386667251586918,20.49666786193848,19.899999618530277,20.4553337097168,87663000 -1433,2019-02-11,20.856000900268555,20.856000900268555,21.239999771118164,20.700000762939453,20.773332595825195,106945500 -1434,2019-02-12,20.78733253479004,20.78733253479004,21.21266746520996,20.641332626342773,21.07999992370605,82764000 -1435,2019-02-13,20.544666290283203,20.544666290283203,20.850000381469727,20.3713321685791,20.82333374023437,77124000 -1436,2019-02-14,20.251333236694336,20.251333236694336,20.45133209228516,20.06666755676269,20.22533226013184,78012000 -1437,2019-02-15,20.525333404541016,20.525333404541016,20.53333282470703,20.26000022888184,20.299999237060547,58573500 -1438,2019-02-19,20.375999450683597,20.375999450683597,20.769332885742188,20.36466789245605,20.437332153320312,62526000 -1439,2019-02-20,20.17066764831543,20.17066764831543,20.420000076293945,19.933332443237305,20.29400062561035,107131500 -1440,2019-02-21,19.415332794189453,19.415332794189453,20.215999603271484,19.36666679382324,20.12066650390625,133638000 -1441,2019-02-22,19.6473331451416,19.6473331451416,19.76666641235352,19.47333335876465,19.632667541503903,86109000 -1442,2019-02-25,19.917999267578125,19.917999267578125,20.19333267211914,19.799999237060547,19.86066627502441,99397500 -1443,2019-02-26,19.857332229614254,19.857332229614254,20.13400077819824,19.251333236694336,19.481332778930664,128737500 -1444,2019-02-27,20.982667922973636,20.982667922973636,21.08666610717773,20.036666870117188,20.118667602539062,167758500 -1445,2019-02-28,21.32533264160156,21.32533264160156,21.333332061767575,20.720666885375977,21.26133346557617,157810500 -1446,2019-03-01,19.652666091918945,19.652666091918945,20.47533226013184,19.459999084472656,20.46266746520996,343671000 -1447,2019-03-04,19.02400016784668,19.02400016784668,19.933332443237305,18.851999282836918,19.874666213989254,256452000 -1448,2019-03-05,18.43600082397461,18.43600082397461,18.933332443237305,18.00666618347168,18.799999237060547,281470500 -1449,2019-03-06,18.416000366210938,18.416000366210938,18.767332077026367,18.292667388916016,18.43199920654297,155032500 -1450,2019-03-07,18.439332962036133,18.439332962036133,18.979999542236328,18.28333282470703,18.589332580566406,141637500 -1451,2019-03-08,18.94266700744629,18.94266700744629,19.03933334350586,18.392667770385746,18.46066665649414,132294000 -1452,2019-03-11,19.39466667175293,19.39466667175293,19.41866683959961,18.700000762939453,18.90133285522461,110884500 -1453,2019-03-12,18.89066696166992,18.89066696166992,19.204666137695312,18.73733329772949,19.09933280944824,112561500 -1454,2019-03-13,19.263999938964844,19.263999938964844,19.465999603271484,18.84666633605957,18.926666259765625,102670500 -1455,2019-03-14,19.33066749572754,19.33066749572754,19.69266700744629,19.21933364868164,19.49666786193848,106551000 -1456,2019-03-15,18.36199951171875,18.36199951171875,18.9146671295166,18.293333053588867,18.90066719055176,221782500 -1457,2019-03-18,17.965999603271484,17.965999603271484,18.536666870117188,17.81999969482422,18.399999618530277,154215000 -1458,2019-03-19,17.83133316040039,17.83133316040039,18.21999931335449,17.56399917602539,17.833332061767578,177009000 -1459,2019-03-20,18.239999771118164,18.239999771118164,18.33133316040039,17.753332138061523,17.979333877563477,103623000 -1460,2019-03-21,18.26799964904785,18.26799964904785,18.43000030517578,17.89666748046875,18.17333221435547,89206500 -1461,2019-03-22,17.635332107543945,17.635332107543945,18.18666648864746,17.600000381469727,18.17200088500977,131184000 -1462,2019-03-25,17.3613338470459,17.3613338470459,17.545333862304688,16.964000701904297,17.31399917602539,153225000 -1463,2019-03-26,17.851333618164062,17.851333618164062,18.017332077026367,17.6286678314209,17.62933349609375,110263500 -1464,2019-03-27,18.32200050354004,18.32200050354004,18.357999801635746,17.8786678314209,17.916667938232422,131688000 -1465,2019-03-28,18.57466697692871,18.57466697692871,18.68866729736328,18.34000015258789,18.477333068847656,101611500 -1466,2019-03-29,18.65733337402344,18.65733337402344,18.67733383178711,18.299999237060547,18.57999992370605,89869500 -1467,2019-04-01,19.27866744995117,19.27866744995117,19.280000686645508,18.75200080871582,18.841333389282227,121656000 -1468,2019-04-02,19.058666229248047,19.058666229248047,19.29599952697754,18.92533302307129,19.21999931335449,82183500 -1469,2019-04-03,19.45400047302246,19.45400047302246,19.744667053222656,19.14466667175293,19.15466690063477,118791000 -1470,2019-04-04,17.851999282836914,17.851999282836914,18.07999992370605,17.37266731262207,17.459333419799805,355810500 -1471,2019-04-05,18.33066749572754,18.33066749572754,18.406667709350582,17.74066734313965,17.99066734313965,195574500 -1472,2019-04-08,18.21333312988281,18.21333312988281,18.74399948120117,18.029333114624023,18.512666702270508,156156000 -1473,2019-04-09,18.15399932861328,18.15399932861328,18.333332061767575,17.974000930786133,18.11000061035156,88560000 -1474,2019-04-10,18.40399932861328,18.40399932861328,18.558666229248047,18.19266700744629,18.44933319091797,105919500 -1475,2019-04-11,17.89466667175293,17.89466667175293,18.03333282470703,17.706666946411133,17.886667251586914,147538500 -1476,2019-04-12,17.84666633605957,17.84666633605957,18.1299991607666,17.788667678833008,18.014667510986328,101190000 -1477,2019-04-15,17.7586669921875,17.7586669921875,17.92533302307129,17.242000579833984,17.908666610717773,150579000 -1478,2019-04-16,18.224000930786133,18.224000930786133,18.333332061767575,17.648000717163086,17.71666717529297,109093500 -1479,2019-04-17,18.082000732421875,18.082000732421875,18.31933212280273,17.902666091918945,18.31666755676269,76897500 -1480,2019-04-18,18.21733283996582,18.21733283996582,18.32266616821289,17.983333587646484,18.082000732421875,88144500 -1481,2019-04-22,17.516666412353516,17.516666412353516,17.978666305541992,17.498666763305664,17.933332443237305,182206500 -1482,2019-04-23,17.593332290649414,17.593332290649414,17.706666946411133,17.049999237060547,17.343332290649414,164158500 -1483,2019-04-24,17.243999481201172,17.243999481201172,17.687999725341797,17.200000762939453,17.59000015258789,160912500 -1484,2019-04-25,16.5086669921875,16.5086669921875,17.266666412353516,16.404666900634766,17.0,327741000 -1485,2019-04-26,15.675999641418455,15.675999641418455,16.44533348083496,15.408666610717772,16.433332443237305,335410500 -1486,2019-04-29,16.097999572753906,16.097999572753906,16.26533317565918,15.477999687194824,15.723999977111816,250717500 -1487,2019-04-30,15.912667274475098,15.912667274475098,16.28066635131836,15.800000190734863,16.137332916259766,141969000 -1488,2019-05-01,15.600666999816896,15.600666999816896,16.0,15.43333339691162,15.923333168029783,160566000 -1489,2019-05-02,16.273332595825195,16.273332595825195,16.475332260131836,15.847999572753906,16.368000030517578,272389500 -1490,2019-05-03,17.00200080871582,17.00200080871582,17.107332229614258,16.232667922973633,16.257333755493164,355602000 -1491,2019-05-06,17.022666931152344,17.022666931152344,17.22333335876465,16.566667556762695,16.667999267578125,162508500 -1492,2019-05-07,16.470666885375977,16.470666885375977,17.1473331451416,16.34000015258789,17.1200008392334,151971000 -1493,2019-05-08,16.32266616821289,16.32266616821289,16.706666946411133,16.280000686645508,16.46266746520996,92646000 -1494,2019-05-09,16.131999969482422,16.131999969482422,16.245332717895508,15.79599952697754,16.133333206176758,100671000 -1495,2019-05-10,15.968000411987305,15.968000411987305,16.132667541503906,15.73466682434082,15.983332633972168,105124500 -1496,2019-05-13,15.133999824523926,15.133999824523926,15.498000144958496,14.966667175292969,15.46733283996582,162522000 -1497,2019-05-14,15.487333297729492,15.487333297729492,15.633333206176758,15.199999809265137,15.286666870117188,108786000 -1498,2019-05-15,15.463333129882812,15.463333129882812,15.496000289916992,15.016667366027832,15.288000106811523,109440000 -1499,2019-05-16,15.222000122070312,15.222000122070312,15.399999618530272,15.100000381469728,15.29933261871338,112249500 -1500,2019-05-17,14.0686674118042,14.0686674118042,14.815999984741213,13.928000450134276,14.797332763671877,266800500 -1501,2019-05-20,13.690667152404783,13.690667152404783,13.733332633972168,13.016667366027832,13.520000457763672,307893000 -1502,2019-05-21,13.67199993133545,13.67199993133545,13.826666831970217,13.06933307647705,13.184000015258787,270058500 -1503,2019-05-22,12.84866714477539,12.84866714477539,13.595999717712402,12.785332679748535,13.273332595825195,280278000 -1504,2019-05-23,13.03266716003418,13.03266716003418,13.29800033569336,12.414667129516602,12.956000328063965,398206500 -1505,2019-05-24,12.708666801452637,12.708666801452637,13.33199977874756,12.583333015441896,13.321999549865724,212049000 -1506,2019-05-28,12.579999923706056,12.579999923706056,13.0,12.523332595825195,12.74666690826416,154693500 -1507,2019-05-29,12.657333374023438,12.657333374023438,12.826000213623049,12.336000442504885,12.473333358764648,179529000 -1508,2019-05-30,12.54800033569336,12.54800033569336,12.817333221435549,12.468000411987305,12.583333015441896,118897500 -1509,2019-05-31,12.343999862670898,12.343999862670898,12.661333084106444,12.273332595825195,12.34000015258789,156100500 -1510,2019-06-03,11.9313325881958,11.9313325881958,12.445332527160645,11.79933261871338,12.36733341217041,195966000 -1511,2019-06-04,12.90666675567627,12.90666675567627,12.932000160217283,11.973999977111816,12.07333278656006,207112500 -1512,2019-06-05,13.105999946594238,13.105999946594238,13.41866683959961,12.789999961853027,13.245332717895508,202662000 -1513,2019-06-06,13.729999542236328,13.729999542236328,14.06666660308838,13.453332901000977,13.629332542419434,303633000 -1514,2019-06-07,13.633333206176758,13.633333206176758,14.055999755859377,13.56666660308838,13.666666984558104,240052500 -1515,2019-06-10,14.19200038909912,14.19200038909912,14.46266746520996,13.934000015258787,14.016667366027832,158775000 -1516,2019-06-11,14.473333358764648,14.473333358764648,14.726667404174805,14.233332633972168,14.609333038330078,174802500 -1517,2019-06-12,13.95066738128662,13.95066738128662,14.892000198364258,13.93333339691162,14.863332748413086,227962500 -1518,2019-06-13,14.260666847229004,14.260666847229004,14.326666831970217,13.833999633789062,14.025333404541016,122524500 -1519,2019-06-14,14.32800006866455,14.32800006866455,14.44333267211914,14.026666641235352,14.083333015441896,111501000 -1520,2019-06-17,15.001999855041504,15.001999855041504,15.133333206176758,14.284667015075684,14.36533260345459,184752000 -1521,2019-06-18,14.982666969299316,14.982666969299316,15.649333000183104,14.837332725524902,15.248000144958496,190737000 -1522,2019-06-19,15.095333099365234,15.095333099365234,15.184666633605955,14.737333297729492,15.007332801818848,98626500 -1523,2019-06-20,14.641332626342772,14.641332626342772,15.126667022705078,14.423333168029783,14.866666793823242,177952500 -1524,2019-06-21,14.790666580200195,14.790666580200195,14.812000274658203,14.366666793823242,14.414667129516602,123031500 -1525,2019-06-24,14.90933322906494,14.90933322906494,15.057332992553713,14.73466682434082,14.88266658782959,86262000 -1526,2019-06-25,14.650667190551758,14.650667190551758,15.022666931152344,14.63266658782959,14.959333419799805,92731500 -1527,2019-06-26,14.618000030517578,14.618000030517578,15.148667335510254,14.539999961853027,14.687333106994627,127608000 -1528,2019-06-27,14.855999946594238,14.855999946594238,14.859999656677246,14.489999771118164,14.630000114440918,95095500 -1529,2019-06-28,14.897333145141602,14.897333145141602,15.011333465576172,14.720000267028809,14.732666969299316,102771000 -1530,2019-07-01,15.14466667175293,15.14466667175293,15.539999961853027,15.085332870483398,15.347332954406738,123201000 -1531,2019-07-02,14.970000267028809,14.970000267028809,15.276666641235352,14.814666748046877,15.259332656860352,138885000 -1532,2019-07-03,15.65999984741211,15.65999984741211,16.10466766357422,15.633999824523926,15.959333419799805,213016500 -1533,2019-07-05,15.539999961853027,15.539999961853027,15.696666717529297,15.386667251586914,15.637999534606934,105985500 -1534,2019-07-08,15.355999946594238,15.355999946594238,15.483332633972168,15.244000434875488,15.416000366210938,88207500 -1535,2019-07-09,15.337332725524902,15.337332725524902,15.399999618530272,15.152000427246094,15.264666557312012,92862000 -1536,2019-07-10,15.928000450134276,15.928000450134276,15.929332733154297,15.542667388916016,15.609999656677246,137185500 -1537,2019-07-11,15.90666675567627,15.90666675567627,16.100000381469727,15.720000267028809,15.87600040435791,112716000 -1538,2019-07-12,16.338666915893555,16.338666915893555,16.358667373657227,15.980667114257812,15.983332633972168,138007500 -1539,2019-07-15,16.899999618530273,16.899999618530273,16.961332321166992,16.323999404907227,16.53333282470703,165001500 -1540,2019-07-16,16.825332641601562,16.825332641601562,16.902000427246094,16.528667449951172,16.6200008392334,122235000 -1541,2019-07-17,16.99066734313965,16.99066734313965,17.220666885375977,16.889999389648438,17.044666290283203,146470500 -1542,2019-07-18,16.902666091918945,16.902666091918945,17.049999237060547,16.792667388916016,17.003332138061523,71379000 -1543,2019-07-19,17.211999893188477,17.211999893188477,17.33066749572754,16.974666595458984,17.04599952697754,105726000 -1544,2019-07-22,17.045333862304688,17.045333862304688,17.476667404174805,16.945999145507812,17.25,102636000 -1545,2019-07-23,17.344667434692383,17.344667434692383,17.365333557128906,16.96666717529297,17.11400032043457,75346500 -1546,2019-07-24,17.658666610717773,17.658666610717773,17.738000869750977,17.21066665649414,17.277999877929688,166092000 -1547,2019-07-25,15.254667282104492,15.254667282104492,15.633333206176758,15.036666870117188,15.56666660308838,336274500 -1548,2019-07-26,15.202667236328123,15.202667236328123,15.350666999816896,14.81666660308838,15.128000259399414,150415500 -1549,2019-07-29,15.718000411987305,15.718000411987305,15.72933292388916,15.0686674118042,15.13933277130127,139099500 -1550,2019-07-30,16.150667190551758,16.150667190551758,16.224000930786133,15.478667259216309,15.526666641235352,121635000 -1551,2019-07-31,16.107332229614258,16.107332229614258,16.44533348083496,15.776666641235352,16.200000762939453,137673000 -1552,2019-08-01,15.59000015258789,15.59000015258789,16.30066680908203,15.451333045959473,16.176666259765625,123892500 -1553,2019-08-02,15.62266731262207,15.62266731262207,15.751333236694336,15.281999588012695,15.423333168029783,92047500 -1554,2019-08-05,15.221332550048828,15.221332550048828,15.424667358398438,15.052000045776367,15.30666732788086,105424500 -1555,2019-08-06,15.383333206176758,15.383333206176758,15.5,15.050000190734863,15.458666801452637,83463000 -1556,2019-08-07,15.56133270263672,15.56133270263672,15.571332931518556,15.053333282470703,15.100000381469728,71647500 -1557,2019-08-08,15.886667251586914,15.886667251586914,15.986666679382324,15.510000228881836,15.630000114440918,79114500 -1558,2019-08-09,15.667332649230955,15.667332649230955,15.93066692352295,15.587332725524902,15.736666679382324,58473000 -1559,2019-08-12,15.267333030700684,15.267333030700684,15.718000411987305,15.25,15.53266716003418,69958500 -1560,2019-08-13,15.666666984558104,15.666666984558104,15.733332633972168,15.170000076293944,15.253999710083008,72721500 -1561,2019-08-14,14.641332626342772,14.641332626342772,15.43333339691162,14.446000099182127,15.413999557495115,143439000 -1562,2019-08-15,14.37600040435791,14.37600040435791,14.77066707611084,14.103333473205566,14.723999977111816,122394000 -1563,2019-08-16,14.662667274475098,14.662667274475098,14.815999984741213,14.40133285522461,14.444000244140623,76477500 -1564,2019-08-19,15.121999740600586,15.121999740600586,15.18866729736328,14.779999732971191,14.947333335876465,79644000 -1565,2019-08-20,15.057332992553713,15.057332992553713,15.272666931152344,14.969332695007324,15.174667358398438,61878000 -1566,2019-08-21,14.722000122070312,14.722000122070312,14.881333351135254,14.506667137145996,14.800666809082031,116914500 -1567,2019-08-22,14.8100004196167,14.8100004196167,15.026666641235352,14.54800033569336,14.853333473205566,98385000 -1568,2019-08-23,14.09333324432373,14.09333324432373,14.744667053222656,14.06666660308838,14.664667129516602,128079000 -1569,2019-08-26,14.333333015441896,14.333333015441896,14.334667205810549,14.102666854858398,14.239999771118164,75778500 -1570,2019-08-27,14.272000312805176,14.272000312805176,14.58666706085205,14.135333061218262,14.38266658782959,81243000 -1571,2019-08-28,14.37266731262207,14.37266731262207,14.483332633972168,14.154000282287598,14.246000289916992,48382500 -1572,2019-08-29,14.780667304992676,14.780667304992676,14.893333435058594,14.533332824707031,14.600000381469728,77692500 -1573,2019-08-30,15.040666580200195,15.040666580200195,15.496000289916992,14.947333335876465,15.276666641235352,139809000 -1574,2019-09-03,15.000666618347168,15.000666618347168,15.263333320617676,14.87733268737793,14.93866729736328,80311500 -1575,2019-09-04,14.711999893188477,14.711999893188477,15.230667114257812,14.61400032043457,15.12600040435791,86415000 -1576,2019-09-05,15.305333137512209,15.305333137512209,15.31999969482422,14.723333358764648,14.833333015441896,110929500 -1577,2019-09-06,15.16333293914795,15.16333293914795,15.309332847595217,15.011333465576172,15.146666526794434,62841000 -1578,2019-09-09,15.452667236328123,15.452667236328123,15.583999633789062,15.281999588012695,15.333333015441896,72040500 -1579,2019-09-10,15.702667236328123,15.702667236328123,15.702667236328123,15.262666702270508,15.386667251586914,73255500 -1580,2019-09-11,16.47333335876465,16.47333335876465,16.544666290283203,15.733332633972168,15.825332641601562,150642000 -1581,2019-09-12,16.391332626342773,16.391332626342773,16.899999618530273,16.293333053588867,16.51333236694336,128718000 -1582,2019-09-13,16.34666633605957,16.34666633605957,16.56333351135254,16.32466697692871,16.464000701904297,79696500 -1583,2019-09-16,16.187332153320312,16.187332153320312,16.495332717895508,16.077999114990234,16.399999618530273,70921500 -1584,2019-09-17,16.319332122802734,16.319332122802734,16.373332977294922,16.024667739868164,16.1646671295166,57981000 -1585,2019-09-18,16.232667922973633,16.232667922973633,16.544666290283203,16.158000946044922,16.333332061767578,62553000 -1586,2019-09-19,16.440000534057617,16.440000534057617,16.529333114624023,16.32266616821289,16.399999618530273,71937000 -1587,2019-09-20,16.041332244873047,16.041332244873047,16.463333129882812,15.87733268737793,16.432666778564453,95295000 -1588,2019-09-23,16.082000732421875,16.082000732421875,16.345333099365234,15.947999954223633,16.0,65103000 -1589,2019-09-24,14.880666732788086,14.880666732788086,16.132667541503906,14.84066677093506,16.101333618164062,193372500 -1590,2019-09-25,15.24666690826416,15.24666690826416,15.26533317565918,14.557332992553713,14.970666885375977,141406500 -1591,2019-09-26,16.17066764831543,16.17066764831543,16.220666885375977,15.15999984741211,15.37733268737793,178267500 -1592,2019-09-27,16.142000198364258,16.142000198364258,16.58066749572754,15.915332794189451,16.14666748046875,166746000 -1593,2019-09-30,16.058000564575195,16.058000564575195,16.26533317565918,15.740667343139648,16.200000762939453,88197000 -1594,2019-10-01,16.312667846679688,16.312667846679688,16.39666748046875,15.94200038909912,16.100000381469727,92439000 -1595,2019-10-02,16.208667755126953,16.208667755126953,16.309999465942383,15.961999893188477,16.21933364868164,84471000 -1596,2019-10-03,15.535332679748535,15.535332679748535,15.631999969482422,14.95199966430664,15.457332611083984,226267500 -1597,2019-10-04,15.428667068481444,15.428667068481444,15.652000427246094,15.204667091369627,15.440667152404783,119925000 -1598,2019-10-07,15.847999572753906,15.847999572753906,15.904000282287598,15.236666679382324,15.31999969482422,120963000 -1599,2019-10-08,16.003332138061523,16.003332138061523,16.262666702270508,15.633333206176758,15.724666595458984,130173000 -1600,2019-10-09,16.302000045776367,16.302000045776367,16.48666763305664,16.043333053588867,16.08799934387207,103416000 -1601,2019-10-10,16.31599998474121,16.31599998474121,16.618667602539062,16.10533332824707,16.351999282836914,94249500 -1602,2019-10-11,16.525999069213867,16.525999069213867,16.738666534423828,16.45400047302246,16.476667404174805,127131000 -1603,2019-10-14,17.130666732788086,17.130666732788086,17.23666763305664,16.475332260131836,16.52666664123535,153075000 -1604,2019-10-15,17.19266700744629,17.19266700744629,17.333332061767578,16.941333770751953,17.18000030517578,96492000 -1605,2019-10-16,17.316667556762695,17.316667556762695,17.47333335876465,17.128000259399414,17.159332275390625,100261500 -1606,2019-10-17,17.46466636657715,17.46466636657715,17.652000427246094,17.344667434692383,17.5,71539500 -1607,2019-10-18,17.1299991607666,17.1299991607666,17.520000457763672,17.00666618347168,17.3799991607666,86247000 -1608,2019-10-21,16.899999618530273,16.899999618530273,17.299999237060547,16.678667068481445,17.222000122070312,75304500 -1609,2019-10-22,17.038667678833008,17.038667678833008,17.222000122070312,16.72333335876465,16.954666137695312,69012000 -1610,2019-10-23,16.978666305541992,16.978666305541992,17.076000213623047,16.75666618347168,16.96666717529297,78916500 -1611,2019-10-24,19.978666305541992,19.978666305541992,20.32866668701172,19.280000686645508,19.891332626342773,445813500 -1612,2019-10-25,21.875333786010746,21.875333786010746,22.0,19.74066734313965,19.847999572753903,450091500 -1613,2019-10-28,21.84733390808105,21.84733390808105,22.7226676940918,21.50666618347168,21.836000442504883,283054500 -1614,2019-10-29,21.08133316040039,21.08133316040039,21.6200008392334,20.983333587646484,21.332666397094727,190264500 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Processed data/processed_PAPER_TSLA_data.csv b/Data/TESLA data/2. Processed data/processed_PAPER_TSLA_data.csv deleted file mode 100644 index 10efff0..0000000 --- a/Data/TESLA data/2. 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-183,2014-02-24,14.510000228881836,14.510000228881836,14.557332992553713,13.887999534606934,13.917332649230955,124176000,0 -184,2014-02-25,16.53333282470703,16.53333282470703,17.280000686645508,15.229999542236328,15.333333015441896,490225500,-1 -185,2014-02-26,16.866666793823242,16.866666793823242,17.666667938232422,16.5,17.238666534423828,369069000,1 -186,2014-02-27,16.836000442504883,16.836000442504883,17.459999084472656,16.55533218383789,17.416667938232422,269187000,1 -187,2014-02-28,16.320667266845703,16.320667266845703,16.845333099365234,16.170000076293945,16.643333435058594,218847000,1 -188,2014-03-03,16.70400047302246,16.70400047302246,16.77666664123535,15.666000366210938,15.817333221435549,196339500,0 -189,2014-03-04,16.98933219909668,16.98933219909668,17.333332061767578,16.85533332824707,17.23200035095215,131184000,0 -190,2014-03-05,16.8439998626709,16.8439998626709,17.132667541503906,16.786666870117188,17.114667892456055,89035500,1 -191,2014-03-06,16.862667083740234,16.862667083740234,17.166667938232422,16.6299991607666,16.94266700744629,110416500,0 -192,2014-03-07,16.413999557495117,16.413999557495117,16.989999771118164,16.29400062561035,16.862667083740234,117184500,0 -193,2014-03-10,15.922666549682615,15.922666549682615,16.200000762939453,15.737333297729492,16.18000030517578,115921500,-1 -194,2014-03-11,15.62733268737793,15.62733268737793,16.30666732788086,15.495332717895508,15.766667366027832,132151500,-1 -195,2014-03-12,16.099332809448242,16.099332809448242,16.5,15.407333374023438,15.43333339691162,146316000,-1 -196,2014-03-13,15.852666854858398,15.852666854858398,16.279333114624023,15.600000381469728,16.252666473388672,93544500,0 -197,2014-03-14,15.39799976348877,15.39799976348877,15.79599952697754,15.221332550048828,15.685999870300291,124345500,0 -198,2014-03-17,15.59866714477539,15.59866714477539,15.862000465393066,15.366666793823242,15.66333293914795,88689000,1 -199,2014-03-18,16.002666473388672,16.002666473388672,16.100000381469727,15.66800022125244,15.796667098999023,93634500,-1 -200,2014-03-19,15.72266674041748,15.72266674041748,16.10333251953125,15.567333221435549,16.092666625976562,76069500,-1 -201,2014-03-20,15.660667419433594,15.660667419433594,15.949999809265137,15.557332992553713,15.744000434875488,57268500,0 -202,2014-03-21,15.259332656860352,15.259332656860352,15.74666690826416,15.166666984558104,15.73466682434082,123253500,0 -203,2014-03-24,14.678000450134276,14.678000450134276,15.326666831970217,14.017999649047852,15.31666660308838,169932000,0 -204,2014-03-25,14.696000099182127,14.696000099182127,15.136667251586914,14.526666641235352,14.942667007446287,117981000,-1 -205,2014-03-26,14.197333335876465,14.197333335876465,14.84000015258789,14.09000015258789,14.796667098999023,103609500,0 -206,2014-03-27,13.821332931518556,13.821332931518556,14.239999771118164,13.533332824707031,14.157999992370604,142435500,-1 -207,2014-03-28,14.157999992370604,14.157999992370604,14.447999954223633,14.017999649047852,14.186667442321776,145272000,-1 -208,2014-03-31,13.896666526794434,13.896666526794434,14.449999809265137,13.759332656860352,14.43333339691162,125700000,0 -209,2014-04-01,14.464667320251465,14.464667320251465,14.543999671936035,13.905332565307615,13.934666633605955,110571000,0 -210,2014-04-02,15.352666854858398,15.352666854858398,15.392666816711426,14.536666870117188,14.666666984558104,161734500,-1 -211,2014-04-03,15.026666641235352,15.026666641235352,15.715332984924316,14.800000190734863,15.353333473205566,163855500,0 -212,2014-04-04,14.148667335510254,14.148667335510254,15.218000411987305,14.083333015441896,15.067333221435549,170184000,0 -213,2014-04-07,13.834667205810549,13.834667205810549,14.41333293914795,13.567333221435549,13.720666885375977,147832500,0 -214,2014-04-08,14.36400032043457,14.36400032043457,14.432666778564451,13.761333465576172,14.00333309173584,103339500,0 -215,2014-04-09,14.461999893188477,14.461999893188477,14.563332557678224,14.059332847595217,14.45066738128662,77368500,0 -216,2014-04-10,13.612667083740234,13.612667083740234,14.5,13.586000442504885,14.454667091369627,108172500,0 -217,2014-04-11,13.585332870483398,13.585332870483398,13.800000190734863,13.239999771118164,13.37399959564209,136008000,0 -218,2014-04-14,13.206000328063965,13.206000328063965,13.895999908447266,12.96066665649414,13.84000015258789,115545000,-1 -219,2014-04-15,12.927332878112791,12.927332878112791,13.28600025177002,12.288000106811523,13.272666931152344,204889500,-1 -220,2014-04-16,13.27400016784668,13.27400016784668,13.332667350769045,12.721332550048828,13.133333206176758,108033000,-1 -221,2014-04-17,13.208000183105469,13.208000183105469,13.486000061035156,12.93866729736328,13.307332992553713,88902000,0 -222,2014-04-21,13.625332832336426,13.625332832336426,13.74666690826416,12.93333339691162,13.138667106628418,78873000,1 -223,2014-04-22,14.576000213623049,14.576000213623049,14.621999740600586,13.667332649230955,13.757332801818848,147070500,0 -224,2014-04-23,13.866000175476074,13.866000175476074,14.449333190917969,13.800000190734863,14.42199993133545,109434000,-1 -225,2014-04-24,13.857333183288574,13.857333183288574,14.186667442321776,13.546667098999023,14.053999900817873,82428000,1 -226,2014-04-25,13.32333278656006,13.32333278656006,13.779999732971191,13.17666721343994,13.466667175292969,104950500,0 -227,2014-04-28,13.234000205993652,13.234000205993652,13.586000442504885,12.699999809265137,13.333333015441896,105630000,0 -228,2014-04-29,13.79466724395752,13.79466724395752,13.8100004196167,13.035332679748535,13.21399974822998,86686500,0 -229,2014-04-30,13.859333038330078,13.859333038330078,13.87733268737793,13.41866683959961,13.57333278656006,66609000,0 -230,2014-05-01,13.84866714477539,13.84866714477539,14.267999649047852,13.71266746520996,13.805333137512209,81598500,0 -231,2014-05-02,14.060667037963867,14.060667037963867,14.09066677093506,13.767999649047852,13.90666675567627,61302000,0 -232,2014-05-05,14.440667152404783,14.440667152404783,14.512666702270508,13.90133285522461,13.965332984924316,77205000,0 -233,2014-05-06,13.8186674118042,13.8186674118042,14.577333450317385,13.789999961853027,14.4399995803833,84550500,0 -234,2014-05-07,13.423333168029783,13.423333168029783,14.013333320617676,13.149999618530272,13.97599983215332,152689500,-1 -235,2014-05-08,11.906000137329102,11.906000137329102,12.960000038146973,11.866666793823242,12.133333206176758,300849000,-1 -236,2014-05-09,12.150667190551758,12.150667190551758,12.226667404174805,11.814666748046877,11.990667343139648,127428000,1 -237,2014-05-12,12.31133270263672,12.31133270263672,12.47933292388916,11.991999626159668,12.258000373840332,105034500,0 -238,2014-05-13,12.677332878112791,12.677332878112791,12.755999565124512,12.199999809265137,12.250666618347168,106458000,0 -239,2014-05-14,12.708000183105469,12.708000183105469,12.898667335510254,12.473333358764648,12.596667289733888,81100500,0 -240,2014-05-15,12.572667121887209,12.572667121887209,12.843999862670898,12.353333473205566,12.665332794189451,90606000,-1 -241,2014-05-16,12.77066707611084,12.77066707611084,12.802666664123535,12.514666557312012,12.596667289733888,67315500,1 -242,2014-05-19,13.072667121887209,13.072667121887209,13.12600040435791,12.666666984558104,12.714667320251465,68575500,0 -243,2014-05-20,13.020000457763672,13.020000457763672,13.288666725158691,12.871333122253418,13.129332542419434,83191500,0 -244,2014-05-21,13.296667098999023,13.296667098999023,13.324666976928713,12.986000061035156,13.07866668701172,79281000,0 -245,2014-05-22,13.658666610717772,13.658666610717772,13.791999816894531,13.303999900817873,13.356666564941406,93217500,0 -246,2014-05-23,13.81999969482422,13.81999969482422,13.850666999816896,13.5,13.635333061218262,60102000,0 -247,2014-05-27,14.104000091552734,14.104000091552734,14.258000373840332,13.846667289733888,13.90133285522461,80116500,0 -248,2014-05-28,14.015999794006348,14.015999794006348,14.184666633605955,13.684000015258787,14.001333236694336,82426500,0 -249,2014-05-29,14.015999794006348,14.015999794006348,14.166000366210938,13.847999572753906,14.038000106811523,55387500,0 -250,2014-05-30,13.851332664489746,13.851332664489746,14.31999969482422,13.8013334274292,14.020000457763672,83716500,0 -251,2014-06-02,13.646666526794434,13.646666526794434,13.956666946411133,13.444666862487791,13.821999549865724,70021500,0 -252,2014-06-03,13.662667274475098,13.662667274475098,13.866666793823242,13.505999565124512,13.565999984741213,57912000,1 -253,2014-06-04,13.599332809448242,13.599332809448242,13.750666618347168,13.359999656677246,13.623332977294922,51411000,0 -254,2014-06-05,13.793333053588867,13.793333053588867,13.946666717529297,13.603333473205566,13.631333351135254,60819000,0 -255,2014-06-06,13.878000259399414,13.878000259399414,14.053999900817873,13.812000274658203,13.983332633972168,46107000,1 -256,2014-06-09,13.687333106994627,13.687333106994627,13.999333381652832,13.613332748413086,13.863332748413086,42085500,-1 -257,2014-06-10,13.486666679382324,13.486666679382324,13.79800033569336,13.436667442321776,13.628666877746582,52720500,-1 -258,2014-06-11,13.631333351135254,13.631333351135254,13.666666984558104,13.283332824707031,13.43333339691162,59662500,0 -259,2014-06-12,13.567999839782717,13.567999839782717,13.991999626159668,13.513999938964844,13.673333168029783,89905500,1 -260,2014-06-13,13.761333465576172,13.761333465576172,13.78600025177002,13.43866729736328,13.652000427246094,53164500,1 -261,2014-06-16,14.973999977111816,14.973999977111816,15.03266716003418,13.750666618347168,13.784000396728516,198696000,0 -262,2014-06-17,15.444666862487791,15.444666862487791,15.702667236328123,14.856666564941406,14.940667152404783,199573500,0 -263,2014-06-18,15.141332626342772,15.141332626342772,15.447333335876465,15.074666976928713,15.43333339691162,104103000,1 -264,2014-06-19,15.185999870300291,15.185999870300291,15.687333106994627,15.133333206176758,15.2586669921875,131896500,1 -265,2014-06-20,15.305999755859377,15.305999755859377,15.419333457946776,15.079999923706056,15.23466682434082,73558500,0 -266,2014-06-23,15.814666748046877,15.814666748046877,15.932666778564451,15.214667320251465,15.300666809082031,116866500,0 -267,2014-06-24,15.5,15.5,16.125333786010742,15.44200038909912,15.9313325881958,121138500,0 -268,2014-06-25,15.792667388916016,15.792667388916016,15.83666706085205,15.349332809448242,15.536666870117188,87024000,0 -269,2014-06-26,15.706666946411133,15.706666946411133,16.02666664123535,15.61400032043457,15.81133270263672,76821000,0 -270,2014-06-27,15.937333106994627,15.937333106994627,16.0,15.633333206176758,15.645999908447266,84525000,0 -271,2014-06-30,16.003999710083008,16.003999710083008,16.299333572387695,15.93333339691162,15.970000267028809,72429000,0 -272,2014-07-01,15.981332778930664,15.981332778930664,16.229333877563477,15.91333293914795,16.163999557495117,65041500,0 -273,2014-07-02,15.295332908630373,15.295332908630373,16.155332565307617,15.137999534606934,16.04400062561035,120411000,0 -274,2014-07-03,15.283332824707031,15.283332824707031,15.460000038146973,14.93333339691162,15.419333457946776,77500500,0 -275,2014-07-07,14.843999862670898,14.843999862670898,15.3186674118042,14.69333267211914,15.166666984558104,88405500,1 -276,2014-07-08,14.604666709899902,14.604666709899902,14.730667114257812,14.284667015075684,14.576666831970217,117543000,1 -277,2014-07-09,14.870667457580566,14.870667457580566,14.947999954223633,14.61400032043457,14.751333236694336,61731000,0 -278,2014-07-10,14.630666732788086,14.630666732788086,14.814666748046877,14.402667045593262,14.478667259216309,72958500,-1 -279,2014-07-11,14.541999816894531,14.541999816894531,14.773332595825195,14.506667137145996,14.707332611083984,49534500,-1 -280,2014-07-14,15.113332748413086,15.113332748413086,15.252667427062988,14.363332748413086,14.666000366210938,108048000,0 -281,2014-07-15,14.638667106628418,14.638667106628418,15.17666721343994,14.539999961853027,15.11533260345459,85777500,0 -282,2014-07-16,14.477333068847656,14.477333068847656,14.986666679382324,14.454667091369627,14.788000106811523,60667500,-1 -283,2014-07-17,14.359999656677246,14.359999656677246,14.703332901000977,14.239999771118164,14.410667419433594,69741000,1 -284,2014-07-18,14.66800022125244,14.66800022125244,14.747332572937012,14.395333290100098,14.396666526794434,63805500,0 -285,2014-07-21,14.702667236328123,14.702667236328123,14.880666732788086,14.447999954223633,14.483332633972168,57333000,-1 -286,2014-07-22,14.638667106628418,14.638667106628418,14.886667251586914,14.607333183288574,14.812666893005373,40950000,0 -287,2014-07-23,14.832667350769045,14.832667350769045,14.983332633972168,14.628666877746582,14.667332649230955,46249500,0 -288,2014-07-24,14.902667045593262,14.902667045593262,15.006667137145996,14.720000267028809,14.883333206176758,48682500,0 -289,2014-07-25,14.904666900634766,14.904666900634766,15.131333351135254,14.783332824707031,14.847999572753906,46306500,0 -290,2014-07-28,14.98799991607666,14.98799991607666,15.466667175292969,14.760000228881836,14.949999809265137,97714500,0 -291,2014-07-29,15.000666618347168,15.000666618347168,15.220000267028809,14.990667343139648,15.107333183288574,50736000,0 -292,2014-07-30,15.261333465576172,15.261333465576172,15.30666732788086,14.736000061035156,14.79466724395752,73917000,1 -293,2014-07-31,14.886667251586914,14.886667251586914,15.42666721343994,14.766667366027832,15.284000396728516,116236500,1 -294,2014-08-01,15.5513334274292,15.5513334274292,15.833333015441896,15.06666660308838,15.072667121887209,178437000,1 -295,2014-08-04,15.90133285522461,15.90133285522461,16.03333282470703,15.5513334274292,15.625332832336426,89395500,1 -296,2014-08-05,15.899333000183104,15.899333000183104,16.19933319091797,15.71266746520996,15.83133316040039,80829000,0 -297,2014-08-06,16.595333099365234,16.595333099365234,16.761333465576172,15.905332565307615,15.92666721343994,138739500,0 -298,2014-08-07,16.826000213623047,16.826000213623047,17.112667083740234,16.607999801635742,16.674667358398438,112183500,-1 -299,2014-08-08,16.54199981689453,16.54199981689453,16.784000396728516,16.433332443237305,16.743999481201172,76351500,-1 -300,2014-08-11,17.288000106811523,17.288000106811523,17.582666397094727,17.0,17.031999588012695,121519500,1 -301,2014-08-12,17.33066749572754,17.33066749572754,17.35333251953125,16.972000122070312,17.205333709716797,95734500,-1 -302,2014-08-13,17.354000091552734,17.354000091552734,17.709333419799805,17.30733299255371,17.46733283996582,103989000,-1 -303,2014-08-14,17.42533302307129,17.42533302307129,17.53333282470703,17.100000381469727,17.499332427978516,61899000,0 -304,2014-08-15,17.46733283996582,17.46733283996582,17.472667694091797,17.233333587646484,17.43199920654297,58018500,0 -305,2014-08-18,17.32933235168457,17.32933235168457,17.817333221435547,17.316667556762695,17.549999237060547,87738000,0 -306,2014-08-19,17.117332458496094,17.117332458496094,17.288667678833008,16.774667739868164,17.257999420166016,80022000,0 -307,2014-08-20,17.047332763671875,17.047332763671875,17.249332427978516,16.866666793823242,16.97800064086914,45418500,0 -308,2014-08-21,16.95599937438965,16.95599937438965,17.253332138061523,16.884000778198242,17.101333618164062,43734000,0 -309,2014-08-22,17.118667602539062,17.118667602539062,17.1299991607666,16.840667724609375,16.96933364868164,42501000,0 -310,2014-08-25,17.503332138061523,17.503332138061523,17.57866668701172,17.21266746520996,17.21266746520996,64771500,0 -311,2014-08-26,17.44933319091797,17.44933319091797,17.700000762939453,17.444000244140625,17.665332794189453,57270000,0 -312,2014-08-27,17.549999237060547,17.549999237060547,17.615999221801758,17.3526668548584,17.566667556762695,44776500,-1 -313,2014-08-28,17.590667724609375,17.590667724609375,17.631999969482422,17.44266700744629,17.459333419799805,42673500,0 -314,2014-08-29,17.979999542236328,17.979999542236328,18.13333320617676,17.833999633789062,17.913333892822266,96706500,1 -315,2014-09-02,18.94133377075196,18.94133377075196,18.99266624450684,18.286666870117188,18.36666679382324,147786000,1 -316,2014-09-03,18.746000289916992,18.746000289916992,19.200000762939453,18.67333221435547,19.17799949645996,101584500,-1 -317,2014-09-04,19.06933212280273,19.06933212280273,19.42799949645996,18.69333267211914,18.93400001525879,125125500,1 -318,2014-09-05,18.49266624450684,18.49266624450684,18.86000061035156,18.16733360290528,18.83666610717773,167548500,-1 -319,2014-09-08,18.80733299255371,18.80733299255371,18.992000579833984,18.501333236694336,18.507999420166016,82524000,1 -320,2014-09-09,18.565332412719727,18.565332412719727,19.03266716003418,18.46666717529297,18.86599922180176,68382000,1 -321,2014-09-10,18.739999771118164,18.739999771118164,18.76066780090332,18.24399948120117,18.63333320617676,56719500,0 -322,2014-09-11,18.687332153320312,18.687332153320312,18.98600006103516,18.57533264160156,18.69733238220215,56491500,-1 -323,2014-09-12,18.61333274841309,18.61333274841309,18.826000213623047,18.46666717529297,18.700000762939453,49869000,0 -324,2014-09-15,16.923999786376953,16.923999786376953,18.293333053588867,16.608667373657227,18.291332244873047,246831000,-1 -325,2014-09-16,17.382667541503906,17.382667541503906,17.497333526611328,16.827999114990234,17.010000228881836,124501500,-1 -326,2014-09-17,17.42533302307129,17.42533302307129,17.64666748046875,17.299999237060547,17.493999481201172,77665500,1 -327,2014-09-18,17.58799934387207,17.58799934387207,17.706666946411133,17.488000869750977,17.55733299255371,55389000,0 -328,2014-09-19,17.288000106811523,17.288000106811523,17.428667068481445,17.01799964904785,17.19933319091797,102163500,0 -329,2014-09-22,16.66866683959961,16.66866683959961,17.06800079345703,16.31399917602539,17.0,123211500,0 -330,2014-09-23,16.694000244140625,16.694000244140625,16.920000076293945,16.333332061767578,16.347999572753906,84880500,0 -331,2014-09-24,16.80933380126953,16.80933380126953,16.856000900268555,16.46933364868164,16.7413330078125,56242500,0 -332,2014-09-25,16.463333129882812,16.463333129882812,16.997333526611328,16.406667709350586,16.834667205810547,72513000,0 -333,2014-09-26,16.440000534057617,16.440000534057617,16.648666381835938,16.404666900634766,16.549999237060547,56931000,0 -334,2014-09-29,16.35066795349121,16.35066795349121,16.576000213623047,16.091999053955078,16.266666412353516,72790500,0 -335,2014-09-30,16.178667068481445,16.178667068481445,16.510000228881836,16.007999420166016,16.461332321166992,63574500,0 -336,2014-10-01,16.016000747680664,16.016000747680664,16.17733383178711,15.710000038146973,16.14666748046875,89125500,0 -337,2014-10-02,16.761333465576172,16.761333465576172,16.8526668548584,16.357332229614258,16.68000030517578,134973000,-1 -338,2014-10-03,17.013999938964844,17.013999938964844,17.100000381469727,16.735332489013672,16.87066650390625,81094500,0 -339,2014-10-06,17.374666213989258,17.374666213989258,17.499332427978516,17.18666648864746,17.275333404541016,115699500,0 -340,2014-10-07,17.30466651916504,17.30466651916504,17.430667877197266,17.048667907714844,17.235332489013672,67282500,1 -341,2014-10-08,17.28533363342285,17.28533363342285,17.525333404541016,16.842666625976562,17.34000015258789,75826500,0 -342,2014-10-09,17.134000778198242,17.134000778198242,17.702667236328125,16.959999084472656,17.483333587646484,110419500,-1 -343,2014-10-10,15.793999671936035,15.793999671936035,16.392667770385742,15.68000030517578,16.30933380126953,193324500,1 -344,2014-10-13,14.97266674041748,14.97266674041748,15.93066692352295,14.733332633972168,15.904666900634766,169030500,0 -345,2014-10-14,15.137332916259766,15.137332916259766,15.498000144958496,14.866666793823242,15.216667175292969,106579500,0 -346,2014-10-15,15.313332557678224,15.313332557678224,15.399333000183104,14.48799991607666,14.666666984558104,137209500,0 -347,2014-10-16,15.09000015258789,15.09000015258789,15.32800006866455,14.606666564941406,14.64799976348877,80989500,0 -348,2014-10-17,15.165332794189451,15.165332794189451,15.65133285522461,15.103333473205566,15.558667182922363,158241000,-1 -349,2014-10-20,15.364666938781738,15.364666938781738,15.493332862854004,15.034000396728516,15.114666938781738,52416000,1 -350,2014-10-21,15.689332962036133,15.689332962036133,15.692667007446287,15.386667251586914,15.618000030517578,61954500,1 -351,2014-10-22,15.40666675567627,15.40666675567627,15.826000213623049,15.370667457580566,15.54599952697754,61749000,0 -352,2014-10-23,15.685999870300291,15.685999870300291,15.751999855041504,15.466667175292969,15.644000053405762,52386000,-1 -353,2014-10-24,15.682666778564451,15.682666778564451,15.853333473205566,15.41333293914795,15.751333236694336,51949500,0 -354,2014-10-27,14.777999877929688,14.777999877929688,15.640666961669922,14.687333106994627,15.616666793823242,143299500,0 -355,2014-10-28,16.184667587280273,16.184667587280273,16.30666732788086,15.216667175292969,15.30666732788086,157744500,-1 -356,2014-10-29,15.873332977294922,15.873332977294922,16.100000381469727,15.709333419799805,16.075332641601562,74437500,1 -357,2014-10-30,15.910667419433594,15.910667419433594,16.03333282470703,15.670666694641112,15.87600040435791,48426000,0 -358,2014-10-31,16.113332748413086,16.113332748413086,16.20800018310547,15.916666984558104,16.167333602905273,56629500,0 -359,2014-11-03,16.172666549682617,16.172666549682617,16.503999710083008,16.08799934387207,16.200000762939453,63057000,1 -360,2014-11-04,15.928667068481444,15.928667068481444,16.156667709350586,15.768667221069336,16.03266716003418,55239000,0 -361,2014-11-05,15.39799976348877,15.39799976348877,16.090667724609375,15.368666648864746,16.066667556762695,135688500,1 -362,2014-11-06,16.08133316040039,16.08133316040039,16.445999145507812,15.233332633972168,15.63266658782959,230320500,1 -363,2014-11-07,16.01333236694336,16.01333236694336,16.189332962036133,15.813332557678224,16.145999908447266,77415000,0 -364,2014-11-10,16.1286678314209,16.1286678314209,16.191999435424805,15.786666870117188,15.940667152404783,68658000,0 -365,2014-11-11,16.738666534423828,16.738666534423828,16.788000106811523,16.133333206176758,16.170000076293945,119232000,0 -366,2014-11-12,16.606666564941406,16.606666564941406,16.82266616821289,16.371999740600586,16.648000717163086,88062000,0 -367,2014-11-13,16.780000686645508,16.780000686645508,17.049999237060547,16.683332443237305,16.70800018310547,93540000,0 -368,2014-11-14,17.245332717895508,17.245332717895508,17.25666618347168,16.566667556762695,16.666667938232422,91516500,0 -369,2014-11-17,16.93199920654297,16.93199920654297,17.266666412353516,16.801332473754883,17.166000366210938,60385500,-1 -370,2014-11-18,17.18000030517578,17.18000030517578,17.332666397094727,17.034000396728516,17.05733299255371,67095000,-1 -371,2014-11-19,16.516000747680664,16.516000747680664,16.79199981689453,16.373332977294922,16.707332611083984,118777500,0 -372,2014-11-20,16.58066749572754,16.58066749572754,16.728666305541992,16.399999618530273,16.530000686645508,53808000,0 -373,2014-11-21,16.185333251953125,16.185333251953125,16.851999282836914,16.14466667175293,16.81399917602539,112276500,0 -374,2014-11-24,16.447999954223633,16.447999954223633,16.50666618347168,16.042667388916016,16.34666633605957,71845500,1 -375,2014-11-25,16.53933334350586,16.53933334350586,16.648000717163086,16.4060001373291,16.489999771118164,47397000,1 -376,2014-11-26,16.562667846679688,16.562667846679688,16.600000381469727,16.440000534057617,16.555999755859375,29718000,0 -377,2014-11-28,16.301332473754883,16.301332473754883,16.445999145507812,16.167999267578125,16.356666564941406,31795500,0 -378,2014-12-01,15.442667007446287,15.442667007446287,16.1646671295166,15.267333030700684,16.077333450317383,129291000,0 -379,2014-12-02,15.428667068481444,15.428667068481444,15.658666610717772,15.199999809265137,15.637999534606934,88305000,0 -380,2014-12-03,15.286666870117188,15.286666870117188,15.314666748046877,15.033332824707031,15.083333015441896,79615500,-1 -381,2014-12-04,15.218667030334473,15.218667030334473,15.393333435058594,15.187333106994627,15.239999771118164,57834000,1 -382,2014-12-05,14.913999557495115,14.913999557495115,15.292667388916016,14.817333221435549,15.244667053222656,90954000,0 -383,2014-12-08,14.290666580200195,14.290666580200195,14.990667343139648,14.156000137329102,14.769332885742188,138384000,0 -384,2014-12-09,14.459333419799805,14.459333419799805,14.51533317565918,13.618000030517578,13.956000328063965,141472500,1 -385,2014-12-10,13.989333152770996,13.989333152770996,14.451333045959473,13.846667289733888,14.275333404541016,109711500,-1 -386,2014-12-11,13.925333023071287,13.925333023071287,14.362000465393066,13.881999969482422,14.035332679748535,100416000,0 -387,2014-12-12,13.800000190734863,13.800000190734863,14.112000465393066,13.633333206176758,13.654666900634766,107607000,-1 -388,2014-12-15,13.602666854858398,13.602666854858398,13.986666679382324,13.511333465576172,13.952667236328123,78274500,0 -389,2014-12-16,13.187333106994627,13.187333106994627,13.57866668701172,13.024666786193848,13.392666816711426,126391500,0 -390,2014-12-17,13.721332550048828,13.721332550048828,13.776666641235352,12.84333324432373,12.870667457580566,110517000,0 -391,2014-12-18,14.550666809082031,14.550666809082031,14.562666893005373,14.119999885559082,14.158666610717772,112249500,0 -392,2014-12-19,14.619333267211914,14.619333267211914,14.69333267211914,14.300000190734863,14.679332733154297,103657500,-1 -393,2014-12-22,14.84000015258789,14.84000015258789,14.937333106994627,14.550666809082031,14.666666984558104,71991000,0 -394,2014-12-23,14.731332778930664,14.731332778930664,14.954667091369627,14.63466739654541,14.920666694641112,67585500,0 -395,2014-12-24,14.817333221435549,14.817333221435549,14.833333015441896,14.616666793823242,14.65133285522461,19983000,0 -396,2014-12-26,15.187999725341797,15.187999725341797,15.233332633972168,14.766667366027832,14.767333030700684,49905000,1 -397,2014-12-29,15.047332763671877,15.047332763671877,15.194000244140623,14.934666633605955,15.126667022705078,42037500,0 -398,2014-12-30,14.815333366394045,14.815333366394045,15.043333053588867,14.760000228881836,14.932666778564451,43548000,0 -399,2014-12-31,14.827333450317385,14.827333450317385,15.045332908630373,14.81666660308838,14.87266731262207,34462500,1 -400,2015-01-02,14.620667457580566,14.620667457580566,14.883333206176758,14.21733283996582,14.857999801635742,71466000,0 -401,2015-01-05,14.005999565124512,14.005999565124512,14.43333339691162,13.810667037963867,14.303333282470703,80527500,0 -402,2015-01-06,14.085332870483398,14.085332870483398,14.279999732971191,13.61400032043457,14.003999710083008,93928500,0 -403,2015-01-07,14.063332557678224,14.063332557678224,14.3186674118042,13.985333442687988,14.223333358764648,44526000,0 -404,2015-01-08,14.041333198547363,14.041333198547363,14.25333309173584,14.000666618347168,14.187333106994627,51637500,0 -405,2015-01-09,13.77733325958252,13.77733325958252,13.998666763305664,13.663999557495115,13.928000450134276,70024500,0 -406,2015-01-12,13.480667114257812,13.480667114257812,13.631333351135254,13.283332824707031,13.536666870117188,89254500,1 -407,2015-01-13,13.616666793823242,13.616666793823242,13.84066677093506,13.394000053405762,13.554667472839355,67159500,-1 -408,2015-01-14,12.845999717712402,12.845999717712402,13.013333320617676,12.333333015441896,12.388667106628418,173278500,-1 -409,2015-01-15,12.791333198547363,12.791333198547363,13.050000190734863,12.666666984558104,12.965999603271484,78247500,-1 -410,2015-01-16,12.871333122253418,12.871333122253418,12.965999603271484,12.643333435058594,12.713333129882812,54048000,0 -411,2015-01-20,12.795332908630373,12.795332908630373,12.941332817077637,12.469332695007324,12.924667358398438,67548000,0 -412,2015-01-21,13.104666709899902,13.104666709899902,13.245332717895508,12.633999824523926,12.636667251586914,62295000,0 -413,2015-01-22,13.441332817077637,13.441332817077637,13.54933261871338,13.013333320617676,13.133333206176758,61753500,1 -414,2015-01-23,13.419333457946776,13.419333457946776,13.56666660308838,13.222000122070312,13.352666854858398,51579000,1 -415,2015-01-26,13.770000457763672,13.770000457763672,13.907999992370604,13.403332710266112,13.45533275604248,48517500,0 -416,2015-01-27,13.732000350952148,13.732000350952148,13.868666648864746,13.553333282470703,13.628000259399414,41715000,0 -417,2015-01-28,13.291333198547363,13.291333198547363,13.758000373840332,13.227999687194824,13.740667343139648,47244000,1 -418,2015-01-29,13.68000030517578,13.68000030517578,13.732000350952148,13.100000381469728,13.404666900634766,53221500,-1 -419,2015-01-30,13.57333278656006,13.57333278656006,13.83133316040039,13.533332824707031,13.597332954406738,45105000,0 -420,2015-02-02,14.062666893005373,14.062666893005373,14.130000114440918,13.553333282470703,13.597999572753906,62238000,0 -421,2015-02-03,14.557332992553713,14.557332992553713,14.691332817077637,14.084667205810549,14.214667320251465,72393000,0 -422,2015-02-04,14.56999969482422,14.56999969482422,14.76533317565918,14.453332901000977,14.552666664123535,49581000,0 -423,2015-02-05,14.732666969299316,14.732666969299316,15.031999588012695,14.642666816711426,14.658666610717772,52843500,0 -424,2015-02-06,14.490667343139648,14.490667343139648,14.893333435058594,14.43333339691162,14.800000190734863,48658500,1 -425,2015-02-09,14.498666763305664,14.498666763305664,14.528667449951172,14.13266658782959,14.358667373657228,52086000,-1 -426,2015-02-10,14.419333457946776,14.419333457946776,14.699999809265137,14.333333015441896,14.50333309173584,80857500,-1 -427,2015-02-11,14.186667442321776,14.186667442321776,14.315999984741213,13.8186674118042,14.147333145141602,146536500,-1 -428,2015-02-12,13.525333404541016,13.525333404541016,13.53933334350586,12.885333061218262,12.904666900634766,234744000,-1 -429,2015-02-13,13.584667205810549,13.584667205810549,13.732666969299316,13.394000053405762,13.526666641235352,92865000,-1 -430,2015-02-17,13.623332977294922,13.623332977294922,13.713333129882812,13.43333339691162,13.713333129882812,59694000,-1 -431,2015-02-18,13.630666732788086,13.630666732788086,13.744667053222656,13.506667137145996,13.611332893371582,40704000,0 -432,2015-02-19,14.11400032043457,14.11400032043457,14.162667274475098,13.583333015441896,13.666666984558104,77311500,0 -433,2015-02-20,14.473999977111816,14.473999977111816,14.506667137145996,13.987333297729492,14.052000045776367,89731500,0 -434,2015-02-23,13.822667121887209,13.822667121887209,14.546667098999023,13.755332946777344,14.37733268737793,127497000,-1 -435,2015-02-24,13.607333183288574,13.607333183288574,13.81933307647705,13.446666717529297,13.81933307647705,99054000,-1 -436,2015-02-25,13.583999633789062,13.583999633789062,13.809332847595217,13.505332946777344,13.662667274475098,58642500,0 -437,2015-02-26,13.812666893005373,13.812666893005373,14.072667121887209,13.481332778930664,13.600000381469728,97093500,0 -438,2015-02-27,13.555999755859377,13.555999755859377,13.903332710266112,13.520000457763672,13.793333053588867,58231500,0 -439,2015-03-02,13.155332565307615,13.155332565307615,13.555999755859377,13.055333137512209,13.513333320617676,118831500,0 -440,2015-03-03,13.303999900817873,13.303999900817873,13.349332809448242,13.021332740783691,13.120667457580566,66484500,0 -441,2015-03-04,13.496000289916992,13.496000289916992,13.501333236694336,13.147333145141602,13.283332824707031,63330000,-1 -442,2015-03-05,13.375332832336426,13.375332832336426,13.746000289916992,13.34333324432373,13.523332595825195,73155000,0 -443,2015-03-06,12.925333023071287,12.925333023071287,13.383333206176758,12.8100004196167,13.280667304992676,100686000,1 -444,2015-03-09,12.725333213806152,12.725333213806152,12.965999603271484,12.550000190734863,12.959333419799805,101050500,-1 -445,2015-03-10,12.687999725341797,12.687999725341797,12.899999618530272,12.506667137145996,12.564000129699709,83695500,-1 -446,2015-03-11,12.916000366210938,12.916000366210938,13.07866668701172,12.734000205993652,12.743332862854004,74623500,-1 -447,2015-03-12,12.73799991607666,12.73799991607666,12.963333129882812,12.649999618530272,12.916666984558104,62239500,-1 -448,2015-03-13,12.57866668701172,12.57866668701172,12.783332824707031,12.48799991607666,12.596667289733888,81514500,1 -449,2015-03-16,13.046667098999023,13.046667098999023,13.060667037963867,12.653332710266112,12.800000190734863,84432000,1 -450,2015-03-17,12.982000350952148,12.982000350952148,13.247332572937012,12.929332733154297,13.028667449951172,73411500,1 -451,2015-03-18,13.380666732788086,13.380666732788086,13.392000198364258,12.87399959564209,12.997332572937012,72313500,1 -452,2015-03-19,13.043333053588867,13.043333053588867,13.63933277130127,12.968667030334473,13.466667175292969,127128000,1 -453,2015-03-20,13.20533275604248,13.20533275604248,13.265999794006348,13.041333198547363,13.16333293914795,64042500,1 -454,2015-03-23,13.308667182922363,13.308667182922363,13.366666793823242,13.164667129516602,13.233332633972168,39474000,0 -455,2015-03-24,13.447999954223633,13.447999954223633,13.586000442504885,13.31666660308838,13.43866729736328,54748500,0 -456,2015-03-25,12.953332901000977,12.953332901000977,13.239333152770996,12.846667289733888,13.218000411987305,85956000,-1 -457,2015-03-26,12.694000244140623,12.694000244140623,12.986000061035156,12.646666526794434,12.928000450134276,61920000,0 -458,2015-03-27,12.333333015441896,12.333333015441896,12.619333267211914,12.09333324432373,12.604666709899902,129073500,0 -459,2015-03-30,12.704667091369627,12.704667091369627,12.81666660308838,12.119999885559082,12.390000343322754,151342500,-1 -460,2015-03-31,12.584667205810549,12.584667205810549,12.917332649230955,12.560667037963867,12.902000427246094,75399000,-1 -461,2015-04-01,12.505999565124512,12.505999565124512,12.81999969482422,12.403332710266112,12.579999923706056,56919000,1 -462,2015-04-02,12.733332633972168,12.733332633972168,12.881999969482422,12.666666984558104,12.682000160217283,75156000,1 -463,2015-04-06,13.539999961853027,13.539999961853027,13.850000381469728,13.166666984558104,13.199999809265137,186837000,1 -464,2015-04-07,13.550000190734863,13.550000190734863,13.670666694641112,13.40933322906494,13.500666618347168,65218500,0 -465,2015-04-08,13.844667434692385,13.844667434692385,14.0600004196167,13.724666595458984,13.880000114440918,94546500,1 -466,2015-04-09,14.005999565124512,14.005999565124512,14.024666786193848,13.7413330078125,13.895333290100098,57003000,1 -467,2015-04-10,14.0600004196167,14.0600004196167,14.109999656677246,13.93333339691162,13.989999771118164,61015500,0 -468,2015-04-13,13.985333442687988,13.985333442687988,14.199999809265137,13.936667442321776,14.029333114624023,56373000,0 -469,2015-04-14,13.830666542053224,13.830666542053224,13.965999603271484,13.699999809265137,13.904666900634766,45390000,0 -470,2015-04-15,13.85533332824707,13.85533332824707,13.97266674041748,13.773332595825195,13.830666542053224,29286000,1 -471,2015-04-16,13.779999732971191,13.779999732971191,13.944666862487791,13.752667427062988,13.846667289733888,24886500,0 -472,2015-04-17,13.78600025177002,13.78600025177002,13.791999816894531,13.56666660308838,13.666000366210938,37048500,0 -473,2015-04-20,13.684666633605955,13.684666633605955,13.856666564941406,13.59000015258789,13.785332679748535,38389500,1 -474,2015-04-21,13.96066665649414,13.96066665649414,14.050000190734863,13.620667457580566,13.720000267028809,51487500,0 -475,2015-04-22,14.629332542419434,14.629332542419434,14.791999816894531,14.112667083740234,14.166666984558104,117945000,1 -476,2015-04-23,14.57333278656006,14.57333278656006,14.76533317565918,14.476667404174805,14.5513334274292,66168000,0 -477,2015-04-24,14.562000274658203,14.562000274658203,14.720000267028809,14.534000396728516,14.699999809265137,36417000,0 -478,2015-04-27,15.436667442321776,15.436667442321776,15.916666984558104,14.800000190734863,14.837332725524902,175089000,-1 -479,2015-04-28,15.36533260345459,15.36533260345459,15.699999809265137,15.20199966430664,15.649999618530272,91281000,1 -480,2015-04-29,15.49666690826416,15.49666690826416,15.664667129516602,15.175333023071287,15.33666706085205,59041500,1 -481,2015-04-30,15.06999969482422,15.06999969482422,15.526000022888184,15.011333465576172,15.359333038330078,58678500,1 -482,2015-05-01,15.0686674118042,15.0686674118042,15.451333045959473,14.694000244140623,15.329333305358888,79225500,1 -483,2015-05-04,15.36733341217041,15.36733341217041,15.648667335510254,15.140666961669922,15.211999893188477,66519000,-1 -484,2015-05-05,15.529999732971191,15.529999732971191,15.966667175292969,15.275333404541016,15.850666999816896,86953500,1 -485,2015-05-06,15.362000465393066,15.362000465393066,15.631333351135254,15.213333129882812,15.606666564941406,79063500,-1 -486,2015-05-07,15.786666870117188,15.786666870117188,15.83199977874756,14.68333339691162,14.733332633972168,141838500,-1 -487,2015-05-08,15.77400016784668,15.77400016784668,15.894000053405762,15.579999923706056,15.732666969299316,70023000,1 -488,2015-05-11,15.965999603271484,15.965999603271484,16.191999435424805,15.687333106994627,15.752667427062988,85084500,1 -489,2015-05-12,16.31599998474121,16.31599998474121,16.42333221435547,15.879332542419434,16.007333755493164,95451000,-1 -490,2015-05-13,16.211999893188477,16.211999893188477,16.553333282470703,16.149999618530273,16.507333755493164,81603000,1 -491,2015-05-14,16.273332595825195,16.273332595825195,16.326000213623047,16.083332061767578,16.321332931518555,43438500,0 -492,2015-05-15,16.589332580566406,16.589332580566406,16.626667022705078,16.166667938232422,16.261999130249023,67914000,0 -493,2015-05-18,16.583332061767578,16.583332061767578,16.65999984741211,16.399999618530273,16.46666717529297,50298000,0 -494,2015-05-19,16.47599983215332,16.47599983215332,16.733333587646484,16.40999984741211,16.562000274658203,55113000,-1 -495,2015-05-20,16.290000915527344,16.290000915527344,16.516000747680664,16.091333389282227,16.475332260131836,56334000,0 -496,2015-05-21,16.374666213989258,16.374666213989258,16.441333770751953,16.157333374023438,16.20199966430664,29559000,1 -497,2015-05-22,16.51533317565918,16.51533317565918,16.573333740234375,16.333999633789062,16.358667373657227,33346500,1 -498,2015-05-26,16.497333526611328,16.497333526611328,16.799999237060547,16.433332443237305,16.511999130249023,52480500,0 -499,2015-05-27,16.495332717895508,16.495332717895508,16.633333206176758,16.3700008392334,16.567333221435547,51123000,0 -500,2015-05-28,16.76333236694336,16.76333236694336,16.786666870117188,16.336666107177734,16.468666076660156,54709500,0 -501,2015-05-29,16.719999313354492,16.719999313354492,16.857999801635742,16.6286678314209,16.733333587646484,56839500,0 -502,2015-06-01,16.6299991607666,16.6299991607666,16.773332595825195,16.49799919128418,16.76066780090332,37576500,-1 -503,2015-06-02,16.55666732788086,16.55666732788086,16.626667022705078,16.420000076293945,16.594667434692383,32022000,0 -504,2015-06-03,16.599332809448242,16.599332809448242,16.71466636657715,16.46733283996582,16.546667098999023,26722500,0 -505,2015-06-04,16.39466667175293,16.39466667175293,16.6200008392334,16.380666732788086,16.5,36804000,0 -506,2015-06-05,16.609333038330078,16.609333038330078,16.64666748046875,16.3786678314209,16.399999618530273,45330000,0 -507,2015-06-08,17.086000442504883,17.086000442504883,17.25,16.687332153320312,16.72333335876465,75255000,1 -508,2015-06-09,17.066667556762695,17.066667556762695,17.182666778564453,16.94266700744629,17.02666664123535,39166500,0 -509,2015-06-10,16.713333129882812,16.713333129882812,16.933332443237305,16.566667556762695,16.793333053588867,51817500,-1 -510,2015-06-11,16.76066780090332,16.76066780090332,16.95800018310547,16.69533348083496,16.884000778198242,30661500,1 -511,2015-06-12,16.71266746520996,16.71266746520996,16.8973331451416,16.680667877197266,16.680667877197266,21334500,1 -512,2015-06-15,16.691999435424805,16.691999435424805,16.75200080871582,16.400667190551758,16.64666748046875,32793000,0 -513,2015-06-16,16.874666213989258,16.874666213989258,16.895999908447266,16.606666564941406,16.67533302307129,29770500,1 -514,2015-06-17,17.360666275024414,17.360666275024414,17.624000549316406,16.801332473754883,16.81133270263672,82693500,1 -515,2015-06-18,17.459333419799805,17.459333419799805,17.56399917602539,17.334667205810547,17.46666717529297,41740500,1 -516,2015-06-19,17.500667572021484,17.500667572021484,17.586666107177734,17.34000015258789,17.49333381652832,36945000,1 -517,2015-06-22,17.319332122802734,17.319332122802734,17.626667022705078,17.04599952697754,17.476667404174805,68416500,1 -518,2015-06-23,17.844667434692383,17.844667434692383,17.866666793823242,17.238000869750977,17.35466766357422,58062000,0 -519,2015-06-24,17.67799949645996,17.67799949645996,17.823333740234375,17.58133316040039,17.798667907714844,36184500,0 -520,2015-06-25,17.91933250427246,17.91933250427246,18.0939998626709,17.683332443237305,17.76333236694336,42738000,0 -521,2015-06-26,17.805999755859375,17.805999755859375,17.94066619873047,17.733333587646484,17.926000595092773,57576000,0 -522,2015-06-29,17.468000411987305,17.468000411987305,17.729999542236328,17.3799991607666,17.463333129882812,52183500,0 -523,2015-06-30,17.884000778198242,17.884000778198242,18.06133270263672,17.600000381469727,17.65333366394043,46303500,1 -524,2015-07-01,17.94333267211914,17.94333267211914,18.17466735839844,17.856666564941406,18.073999404907227,31518000,1 -525,2015-07-02,18.667999267578125,18.667999267578125,18.82999992370605,18.220666885375977,18.68000030517578,107458500,1 -526,2015-07-06,18.64800071716309,18.64800071716309,18.779333114624023,18.420000076293945,18.59199905395508,61828500,0 -527,2015-07-07,17.858667373657227,17.858667373657227,18.34666633605957,17.384666442871094,18.33333206176757,91576500,0 -528,2015-07-08,16.997333526611328,16.997333526611328,17.386667251586914,16.95400047302246,17.288000106811523,93316500,0 -529,2015-07-09,17.19466781616211,17.19466781616211,17.530000686645508,17.119333267211914,17.27199935913086,50011500,0 -530,2015-07-10,17.27666664123535,17.27666664123535,17.53333282470703,17.187999725341797,17.481332778930664,39163500,0 -531,2015-07-13,17.477333068847656,17.477333068847656,17.503332138061523,17.06999969482422,17.483333587646484,44404500,0 -532,2015-07-14,17.709999084472656,17.709999084472656,17.732667922973633,17.367332458496094,17.47333335876465,28614000,0 -533,2015-07-15,17.542667388916016,17.542667388916016,17.832666397094727,17.472000122070312,17.78266716003418,30324000,1 -534,2015-07-16,17.778667449951172,17.778667449951172,17.81333351135254,17.54400062561035,17.614667892456055,24240000,0 -535,2015-07-17,18.310667037963867,18.310667037963867,18.36933326721192,17.883333206176758,18.166667938232425,75061500,1 -536,2015-07-20,18.817333221435547,18.817333221435547,19.11000061035156,18.16933250427246,18.33333206176757,74677500,-1 -537,2015-07-21,17.784666061401367,17.784666061401367,18.233333587646484,17.770000457763672,18.003332138061523,91630500,-1 -538,2015-07-22,17.857999801635742,17.857999801635742,17.96266746520996,17.390666961669922,17.417999267578125,46575000,0 -539,2015-07-23,17.81333351135254,17.81333351135254,17.99333381652832,17.684667587280273,17.976667404174805,33408000,0 -540,2015-07-24,17.694000244140625,17.694000244140625,18.07266616821289,17.594667434692383,17.825332641601562,42547500,1 -541,2015-07-27,16.867332458496094,16.867332458496094,17.6286678314209,16.71933364868164,17.495332717895508,70413000,0 -542,2015-07-28,17.654666900634766,17.654666900634766,17.69333267211914,16.78933334350586,17.049999237060547,58437000,0 -543,2015-07-29,17.58799934387207,17.58799934387207,17.859333038330078,17.46666717529297,17.618000030517578,41851500,1 -544,2015-07-30,17.785999298095703,17.785999298095703,17.79599952697754,17.474000930786133,17.512666702270508,30519000,1 -545,2015-07-31,17.74333381652832,17.74333381652832,17.957332611083984,17.674667358398438,17.84000015258789,33339000,1 -546,2015-08-03,17.332666397094727,17.332666397094727,17.78066635131836,17.13800048828125,17.752666473388672,38302500,1 -547,2015-08-04,17.75200080871582,17.75200080871582,17.781333923339844,17.222667694091797,17.333999633789062,35287500,0 -548,2015-08-05,18.0086669921875,18.0086669921875,18.06666755676269,17.360000610351562,17.57200050354004,93214500,-1 -549,2015-08-06,16.408666610717773,16.408666610717773,17.0,15.7413330078125,16.63599967956543,219357000,-1 -550,2015-08-07,16.167333602905273,16.167333602905273,16.248666763305664,15.892666816711426,16.238666534423828,76101000,0 -551,2015-08-10,16.076000213623047,16.076000213623047,16.197999954223633,15.736666679382324,15.876667022705078,62788500,-1 -552,2015-08-11,15.824666976928713,15.824666976928713,15.953332901000977,15.629332542419434,15.8100004196167,63973500,-1 -553,2015-08-12,15.878000259399414,15.878000259399414,15.98466682434082,15.515999794006348,15.666666984558104,55920000,0 -554,2015-08-13,16.167333602905273,16.167333602905273,16.43199920654297,15.941332817077637,15.990667343139648,70338000,1 -555,2015-08-14,16.209999084472656,16.209999084472656,16.528667449951172,16.118000030517578,16.482667922973633,65472000,1 -556,2015-08-17,16.999332427978516,16.999332427978516,17.106000900268555,16.700666427612305,17.03733253479004,107650500,-1 -557,2015-08-18,17.381332397460938,17.381332397460938,17.39666748046875,16.90399932861328,17.025333404541016,62925000,0 -558,2015-08-19,17.016666412353516,17.016666412353516,17.376667022705078,17.001333236694336,17.35533332824707,54064500,1 -559,2015-08-20,16.14533233642578,16.14533233642578,16.970666885375977,16.126667022705078,16.804000854492188,73587000,-1 -560,2015-08-21,15.38466739654541,15.38466739654541,16.253332138061523,15.36733341217041,15.733332633972168,98853000,-1 -561,2015-08-24,14.591333389282228,14.591333389282228,15.42666721343994,13.0,13.519332885742188,143724000,0 -562,2015-08-25,14.66866683959961,14.66866683959961,15.393333435058594,14.607999801635742,15.368000030517578,64909500,0 -563,2015-08-26,14.989333152770996,14.989333152770996,15.199999809265137,14.36733341217041,15.195332527160645,74445000,0 -564,2015-08-27,16.19933319091797,16.19933319091797,16.316667556762695,15.387332916259766,15.399999618530272,114840000,-1 -565,2015-08-28,16.565332412719727,16.565332412719727,16.76333236694336,16.10466766357422,16.124000549316406,82705500,1 -566,2015-08-31,16.604000091552734,16.604000091552734,16.996667861938477,16.367332458496094,16.374666213989258,70503000,0 -567,2015-09-01,15.908666610717772,15.908666610717772,16.399999618530273,15.79800033569336,16.022666931152344,81822000,1 -568,2015-09-02,16.512666702270508,16.512666702270508,16.525333404541016,15.985333442687988,16.35333251953125,69438000,1 -569,2015-09-03,16.3713321685791,16.3713321685791,16.80533218383789,16.333332061767578,16.804000854492188,62922000,0 -570,2015-09-04,16.1286678314209,16.1286678314209,16.272666931152344,15.880000114440918,16.05933380126953,55338000,0 -571,2015-09-08,16.544666290283203,16.544666290283203,16.610666275024414,16.270000457763672,16.336666107177734,47073000,0 -572,2015-09-09,16.5939998626709,16.5939998626709,16.950000762939453,16.553333282470703,16.803333282470703,50862000,1 -573,2015-09-10,16.565332412719727,16.565332412719727,16.71466636657715,16.35533332824707,16.48200035095215,40635000,-1 -574,2015-09-11,16.682666778564453,16.682666778564453,16.682666778564453,16.315332412719727,16.50933265686035,35262000,1 -575,2015-09-14,16.87933349609375,16.87933349609375,16.950000762939453,16.64466667175293,16.739999771118164,43363500,0 -576,2015-09-15,16.904666900634766,16.904666900634766,16.97333335876465,16.633333206176758,16.850000381469727,44002500,1 -577,2015-09-16,17.483333587646484,17.483333587646484,17.525333404541016,16.858667373657227,16.869333267211914,66256500,1 -578,2015-09-17,17.471332550048828,17.471332550048828,17.700000762939453,17.37933349609375,17.597333908081055,53787000,1 -579,2015-09-18,17.374666213989258,17.374666213989258,17.58799934387207,17.166667938232422,17.19733238220215,56446500,1 -580,2015-09-21,17.613332748413086,17.613332748413086,18.10466766357422,17.053333282470703,17.59866714477539,91803000,0 -581,2015-09-22,17.395999908447266,17.395999908447266,17.510000228881836,17.058000564575195,17.268667221069336,54966000,0 -582,2015-09-23,17.40399932861328,17.40399932861328,17.472000122070312,17.172000885009766,17.463333129882812,39012000,0 -583,2015-09-24,17.541332244873047,17.541332244873047,17.56333351135254,17.08066749572754,17.302000045776367,51723000,0 -584,2015-09-25,17.12733268737793,17.12733268737793,17.79400062561035,17.07666778564453,17.77400016784668,56601000,0 -585,2015-09-28,16.562000274658203,16.562000274658203,17.319332122802734,16.44066619873047,17.156667709350586,73516500,1 -586,2015-09-29,16.44333267211914,16.44333267211914,16.98200035095215,16.36400032043457,16.69733238220215,55548000,1 -587,2015-09-30,16.559999465942383,16.559999465942383,16.82666778564453,16.1560001373291,16.799999237060547,73944000,1 -588,2015-10-01,15.991999626159668,15.991999626159668,16.566667556762695,15.808667182922363,16.500667572021484,68595000,1 -589,2015-10-02,16.504667282104492,16.504667282104492,16.51333236694336,15.661999702453612,15.706666946411133,66360000,0 -590,2015-10-05,16.40999984741211,16.40999984741211,16.6560001373291,16.275333404541016,16.589332580566406,55348500,0 -591,2015-10-06,16.097333908081055,16.097333908081055,16.20199966430664,15.70533275604248,16.0,78378000,-1 -592,2015-10-07,15.46399974822998,15.46399974822998,15.846667289733888,15.274666786193848,15.775333404541016,102210000,-1 -593,2015-10-08,15.114666938781738,15.114666938781738,15.381333351135254,14.753999710083008,15.338666915893556,91998000,-1 -594,2015-10-09,14.71266746520996,14.71266746520996,14.958000183105469,14.557332992553713,14.728667259216309,92376000,-1 -595,2015-10-12,14.371999740600586,14.371999740600586,14.866666793823242,14.351332664489746,14.866000175476074,57544500,1 -596,2015-10-13,14.616666793823242,14.616666793823242,14.834667205810549,14.075332641601562,14.218667030334473,77572500,1 -597,2015-10-14,14.458666801452637,14.458666801452637,14.729999542236328,14.362000465393066,14.711333274841309,46566000,-1 -598,2015-10-15,14.753999710083008,14.753999710083008,14.781999588012695,14.24666690826416,14.428667068481444,42663000,1 -599,2015-10-16,15.133999824523926,15.133999824523926,15.36533260345459,14.857999801635742,14.869333267211914,65017500,-1 -600,2015-10-19,15.206666946411133,15.206666946411133,15.40999984741211,14.996000289916992,15.100000381469728,37618500,0 -601,2015-10-20,14.20199966430664,14.20199966430664,15.239999771118164,13.466667175292969,15.1813325881958,223500000,-1 -602,2015-10-21,14.005999565124512,14.005999565124512,14.320667266845703,13.920000076293944,14.13266658782959,62272500,-1 -603,2015-10-22,14.114666938781738,14.114666938781738,14.383333206176758,13.960000038146973,14.104000091552734,42378000,1 -604,2015-10-23,13.939332962036133,13.939332962036133,14.356666564941406,13.845999717712402,14.333333015441896,63532500,1 -605,2015-10-26,14.350666999816896,14.350666999816896,14.392000198364258,14.0,14.092000007629396,50871000,1 -606,2015-10-27,14.023332595825195,14.023332595825195,14.473333358764648,13.833999633789062,14.322667121887209,52791000,1 -607,2015-10-28,14.197333335876465,14.197333335876465,14.229999542236328,13.886667251586914,14.087332725524902,40929000,1 -608,2015-10-29,14.108667373657228,14.108667373657228,14.25,14.042667388916016,14.116666793823242,27075000,0 -609,2015-10-30,13.795332908630373,13.795332908630373,14.108667373657228,13.592666625976562,14.026666641235352,66583500,0 -610,2015-11-02,14.252667427062988,14.252667427062988,14.386667251586914,13.814666748046877,13.928000450134276,58918500,-1 -611,2015-11-03,13.890000343322754,13.890000343322754,14.29599952697754,13.850000381469728,14.256667137145996,124987500,1 -612,2015-11-04,15.44200038909912,15.44200038909912,15.515999794006348,15.013333320617676,15.133333206176758,190896000,1 -613,2015-11-05,15.451333045959473,15.451333045959473,15.638667106628418,15.279333114624023,15.371999740600586,67452000,1 -614,2015-11-06,15.490667343139648,15.490667343139648,15.557332992553713,15.300000190734863,15.380000114440918,36679500,1 -615,2015-11-09,15.022000312805176,15.022000312805176,15.53266716003418,14.95400047302246,15.53266716003418,57763500,0 -616,2015-11-10,14.43333339691162,14.43333339691162,14.91333293914795,14.405332565307615,14.898667335510254,69255000,0 -617,2015-11-11,14.60533332824707,14.60533332824707,14.631999969482422,14.241999626159668,14.517999649047852,50217000,0 -618,2015-11-12,14.196000099182127,14.196000099182127,14.600000381469728,14.177332878112791,14.523332595825195,43738500,0 -619,2015-11-13,13.812666893005373,13.812666893005373,14.199333190917969,13.767999649047852,14.196666717529297,51454500,0 -620,2015-11-16,14.28733253479004,14.28733253479004,14.33199977874756,13.720000267028809,13.739333152770996,43881000,0 -621,2015-11-17,14.266667366027832,14.266667366027832,14.399999618530272,14.09333324432373,14.346667289733888,32230500,1 -622,2015-11-18,14.73799991607666,14.73799991607666,14.7586669921875,14.16800022125244,14.300000190734863,42178500,1 -623,2015-11-19,14.786666870117188,14.786666870117188,15.079333305358888,14.686667442321776,14.702667236328123,37566000,1 -624,2015-11-20,14.667332649230955,14.667332649230955,15.0,14.238666534423828,14.899333000183104,66010500,-1 -625,2015-11-23,14.516667366027832,14.516667366027832,14.612000465393066,14.312000274658203,14.489999771118164,37893000,0 -626,2015-11-24,14.550000190734863,14.550000190734863,14.733332633972168,14.333333015441896,14.357999801635742,37204500,1 -627,2015-11-25,15.309332847595217,15.309332847595217,15.388667106628418,14.69200038909912,14.755999565124512,59862000,0 -628,2015-11-27,15.440667152404783,15.440667152404783,15.483332633972168,15.133999824523926,15.404000282287598,29241000,-1 -629,2015-11-30,15.350666999816896,15.350666999816896,15.618666648864746,15.272000312805176,15.452667236328123,39897000,0 -630,2015-12-01,15.812666893005373,15.812666893005373,15.866666793823242,15.403332710266112,15.404000282287598,56010000,0 -631,2015-12-02,15.465999603271484,15.465999603271484,15.90666675567627,15.415332794189451,15.800000190734863,44722500,0 -632,2015-12-03,15.513999938964844,15.513999938964844,15.829999923706056,15.333333015441896,15.6986665725708,44094000,0 -633,2015-12-04,15.358667373657228,15.358667373657228,15.5513334274292,15.177332878112791,15.497332572937012,38604000,1 -634,2015-12-07,15.408666610717772,15.408666610717772,15.708666801452637,15.076666831970217,15.18000030517578,47163000,-1 -635,2015-12-08,15.114666938781738,15.114666938781738,15.25333309173584,14.946666717529297,15.16800022125244,40314000,-1 -636,2015-12-09,14.968000411987305,14.968000411987305,15.166666984558104,14.714667320251465,15.113332748413086,45867000,0 -637,2015-12-10,15.137999534606934,15.137999534606934,15.232666969299316,14.90933322906494,14.980667114257812,31075500,1 -638,2015-12-11,14.468000411987305,14.468000411987305,15.050000190734863,14.442667007446287,15.015999794006348,49030500,0 -639,2015-12-14,14.571999549865724,14.571999549865724,14.727999687194824,14.324666976928713,14.500666618347168,42406500,0 -640,2015-12-15,14.739333152770996,14.739333152770996,14.814666748046877,14.533332824707031,14.788000106811523,33666000,0 -641,2015-12-16,15.633999824523926,15.633999824523926,15.658666610717772,14.715332984924316,14.80666732788086,76564500,1 -642,2015-12-17,15.559332847595217,15.559332847595217,15.850666999816896,15.320667266845703,15.595999717712402,49479000,0 -643,2015-12-18,15.36400032043457,15.36400032043457,15.726667404174805,15.28600025177002,15.526000022888184,45213000,0 -644,2015-12-21,15.503999710083008,15.503999710083008,15.722000122070312,15.405332565307615,15.446000099182127,29298000,0 -645,2015-12-22,15.329999923706056,15.329999923706056,15.770000457763672,15.308667182922363,15.666000366210938,29422500,0 -646,2015-12-23,15.313332557678224,15.313332557678224,15.563332557678224,15.208666801452637,15.478667259216309,23325000,0 -647,2015-12-24,15.371333122253418,15.371333122253418,15.458666801452637,15.218667030334473,15.370667457580566,10620000,1 -648,2015-12-28,15.263333320617676,15.263333320617676,15.465332984924316,15.03600025177002,15.432666778564451,28519500,0 -649,2015-12-29,15.812666893005373,15.812666893005373,15.847999572753906,15.303333282470703,15.337332725524902,36094500,1 -650,2015-12-30,15.87266731262207,15.87266731262207,16.242000579833984,15.711333274841309,15.773332595825195,55468500,0 -651,2015-12-31,16.000667572021484,16.000667572021484,16.229999542236328,15.891332626342772,15.900667190551758,40725000,0 -652,2016-01-04,14.894000053405762,14.894000053405762,15.425333023071287,14.600000381469728,15.381333351135254,102406500,-1 -653,2016-01-05,14.895333290100098,14.895333290100098,15.12600040435791,14.666666984558104,15.09066677093506,47802000,1 -654,2016-01-06,14.602666854858398,14.602666854858398,14.670000076293944,14.398667335510254,14.666666984558104,56686500,0 -655,2016-01-07,14.376667022705078,14.376667022705078,14.562666893005373,14.244667053222656,14.279333114624023,53314500,1 -656,2016-01-08,14.06666660308838,14.06666660308838,14.696000099182127,14.0513334274292,14.52400016784668,54421500,1 -657,2016-01-11,13.856666564941406,13.856666564941406,14.296667098999023,13.533332824707031,14.267333030700684,61371000,1 -658,2016-01-12,13.998000144958496,13.998000144958496,14.249333381652832,13.687333106994627,14.106666564941406,46378500,0 -659,2016-01-13,13.354000091552734,13.354000091552734,14.17666721343994,13.333333015441896,14.133999824523926,61896000,0 -660,2016-01-14,13.745332717895508,13.745332717895508,14.0,12.892000198364258,13.480667114257812,97360500,1 -661,2016-01-15,13.666000366210938,13.666000366210938,13.67133331298828,13.149999618530272,13.264666557312012,83679000,0 -662,2016-01-19,13.64799976348877,13.64799976348877,14.031332969665527,13.385333061218262,13.913999557495115,60580500,-1 -663,2016-01-20,13.24666690826416,13.24666690826416,13.41866683959961,12.75,13.293333053588867,87579000,0 -664,2016-01-21,13.33133316040039,13.33133316040039,13.548666954040527,13.001333236694336,13.436667442321776,47493000,0 -665,2016-01-22,13.50333309173584,13.50333309173584,13.699999809265137,13.268667221069336,13.653332710266112,46861500,0 -666,2016-01-25,13.092000007629396,13.092000007629396,13.571332931518556,13.058667182922363,13.337332725524902,40480500,0 -667,2016-01-26,12.904000282287598,12.904000282287598,13.187999725341797,12.592000007629396,13.113332748413086,74463000,0 -668,2016-01-27,12.538000106811523,12.538000106811523,12.883999824523926,12.38466739654541,12.825332641601562,54258000,0 -669,2016-01-28,12.646666526794434,12.646666526794434,12.751999855041504,12.160667419433594,12.719332695007324,68892000,0 -670,2016-01-29,12.74666690826416,12.74666690826416,12.916000366210938,12.538666725158691,12.66333293914795,42784500,1 -671,2016-02-01,13.129332542419434,13.129332542419434,13.3013334274292,12.18333339691162,12.583999633789062,79464000,-1 -672,2016-02-02,12.185333251953123,12.185333251953123,12.874667167663574,12.01533317565918,12.82800006866455,86604000,-1 -673,2016-02-03,11.565333366394045,11.565333366394045,12.262666702270508,11.345333099365234,12.239333152770996,118971000,-1 -674,2016-02-04,11.68866729736328,11.68866729736328,11.732000350952148,11.13266658782959,11.380000114440918,65781000,1 -675,2016-02-05,10.84000015258789,10.84000015258789,11.533332824707031,10.515999794006348,11.420000076293944,141564000,0 -676,2016-02-08,9.866000175476074,9.866000175476074,10.476667404174805,9.733332633972168,10.473333358764648,139695000,-1 -677,2016-02-09,9.883333206176758,9.883333206176758,10.652667045593262,9.403332710266112,9.48799991607666,129774000,1 -678,2016-02-10,9.57800006866455,9.57800006866455,10.33133316040039,9.449333190917969,10.033332824707031,156097500,-1 -679,2016-02-11,10.031332969665527,10.031332969665527,10.883999824523926,9.800000190734863,10.133333206176758,213786000,1 -680,2016-02-12,10.06933307647705,10.06933307647705,10.46733283996582,9.579999923706056,10.333333015441896,108537000,1 -681,2016-02-16,10.344667434692385,10.344667434692385,10.863332748413086,10.27400016784668,10.579999923706056,83907000,1 -682,2016-02-17,11.245332717895508,11.245332717895508,11.28933334350586,10.445332527160645,10.600000381469728,87378000,1 -683,2016-02-18,11.118000030517578,11.118000030517578,11.529999732971191,10.98466682434082,11.494667053222656,58314000,0 -684,2016-02-19,11.10533332824707,11.10533332824707,11.166000366210938,10.833333015441896,10.910667419433594,44391000,0 -685,2016-02-22,11.849332809448242,11.849332809448242,11.927332878112791,11.32333278656006,11.341333389282228,75901500,1 -686,2016-02-23,11.814000129699709,11.814000129699709,12.11533260345459,11.57866668701172,11.744000434875488,89766000,0 -687,2016-02-24,11.93333339691162,11.93333339691162,11.966667175292969,11.189332962036133,11.516667366027832,80934000,-1 -688,2016-02-25,12.495332717895508,12.495332717895508,12.567999839782717,11.68000030517578,11.90999984741211,86260500,-1 -689,2016-02-26,12.689332962036133,12.689332962036133,12.800000190734863,12.333333015441896,12.579999923706056,90976500,0 -690,2016-02-29,12.795332908630373,12.795332908630373,13.09000015258789,12.614666938781738,12.826666831970217,67485000,-1 -691,2016-03-01,12.423333168029783,12.423333168029783,13.063332557678224,12.18000030517578,12.949999809265137,100683000,-1 -692,2016-03-02,12.555999755859377,12.555999755859377,12.567999839782717,12.100000381469728,12.248666763305664,72936000,0 -693,2016-03-03,13.04933261871338,13.04933261871338,13.161333084106444,12.281332969665527,12.552000045776367,72435000,-1 -694,2016-03-04,13.402667045593262,13.402667045593262,13.60200023651123,13.166666984558104,13.199999809265137,97336500,1 -695,2016-03-07,13.685999870300291,13.685999870300291,13.979999542236328,13.15999984741211,13.178667068481444,79941000,0 -696,2016-03-08,13.506667137145996,13.506667137145996,13.833333015441896,13.479999542236328,13.56666660308838,62680500,0 -697,2016-03-09,13.914667129516602,13.914667129516602,13.958000183105469,13.519332885742188,13.63466739654541,48129000,1 -698,2016-03-10,13.678667068481444,13.678667068481444,14.219332695007324,13.378000259399414,14.0,77887500,1 -699,2016-03-11,13.833333015441896,13.833333015441896,13.961333274841309,13.68866729736328,13.862000465393066,50146500,1 -700,2016-03-14,14.34333324432373,14.34333324432373,14.447999954223633,14.042667388916016,14.17666721343994,60985500,1 -701,2016-03-15,14.555999755859377,14.555999755859377,14.597999572753906,14.100000381469728,14.284667015075684,47707500,1 -702,2016-03-16,14.795332908630373,14.795332908630373,14.838666915893556,14.468000411987305,14.533332824707031,52750500,-1 -703,2016-03-17,15.092000007629396,15.092000007629396,15.233332633972168,14.666666984558104,14.764666557312012,56743500,1 -704,2016-03-18,15.515999794006348,15.515999794006348,15.631999969482422,15.20400047302246,15.273332595825195,70677000,0 -705,2016-03-21,15.887999534606934,15.887999534606934,15.991999626159668,15.666666984558104,15.689332962036133,79617000,1 -706,2016-03-22,15.616000175476074,15.616000175476074,15.932666778564451,15.503999710083008,15.814000129699709,64740000,1 -707,2016-03-23,14.838666915893556,14.838666915893556,15.648667335510254,14.802000045776367,15.4913330078125,74232000,1 -708,2016-03-24,15.18333339691162,15.18333339691162,15.259332656860352,14.333333015441896,14.385333061218262,74413500,0 -709,2016-03-28,15.350666999816896,15.350666999816896,15.654000282287598,15.0,15.440667152404783,58885500,-1 -710,2016-03-29,15.342000007629396,15.342000007629396,15.491999626159668,15.022000312805176,15.326000213623049,60214500,-1 -711,2016-03-30,15.12600040435791,15.12600040435791,15.699999809265137,15.100000381469728,15.672666549682615,60495000,1 -712,2016-03-31,15.317999839782717,15.317999839782717,15.82800006866455,15.000666618347168,15.28933334350586,120193500,-1 -713,2016-04-01,15.839332580566406,15.839332580566406,16.52666664123535,15.550000190734863,16.32200050354004,239962500,1 -714,2016-04-04,16.465999603271484,16.465999603271484,16.808000564575195,16.242666244506836,16.607999801635742,202129500,-1 -715,2016-04-05,17.031333923339844,17.031333923339844,17.104000091552734,16.0,16.03333282470703,149230500,-1 -716,2016-04-06,17.69466781616211,17.69466781616211,17.849332809448242,16.89666748046875,16.931333541870117,175582500,-1 -717,2016-04-07,17.14666748046875,17.14666748046875,17.95599937438965,16.96733283996582,17.76333236694336,132843000,-1 -718,2016-04-08,16.67133331298828,16.67133331298828,17.38800048828125,16.534666061401367,17.366666793823242,110458500,1 -719,2016-04-11,16.661333084106445,16.661333084106445,17.266000747680664,16.35333251953125,16.733333587646484,137425500,-1 -720,2016-04-12,16.521333694458008,16.521333694458008,16.786666870117188,16.242000579833984,16.633333206176758,86448000,1 -721,2016-04-13,16.968666076660156,16.968666076660156,17.03333282470703,16.488666534423828,16.567333221435547,73884000,1 -722,2016-04-14,16.790666580200195,16.790666580200195,17.12266731262207,16.73666763305664,16.866666793823242,61983000,0 -723,2016-04-15,16.96733283996582,16.96733283996582,16.97333335876465,16.607999801635742,16.753999710083008,56286000,0 -724,2016-04-18,16.92533302307129,16.92533302307129,17.220666885375977,16.777332305908203,16.815332412719727,64071000,1 -725,2016-04-19,16.4913330078125,16.4913330078125,16.95800018310547,16.083332061767578,16.874666213989258,95362500,-1 -726,2016-04-20,16.6646671295166,16.6646671295166,16.910667419433594,16.100000381469727,16.417333602905273,77911500,1 -727,2016-04-21,16.55266761779785,16.55266761779785,16.726667404174805,16.46066665649414,16.599332809448242,41746500,1 -728,2016-04-22,16.916667938232422,16.916667938232422,16.933332443237305,16.380666732788086,16.592666625976562,56794500,1 -729,2016-04-25,16.788000106811523,16.788000106811523,17.158666610717773,16.71733283996582,16.867332458496094,55054500,1 -730,2016-04-26,16.916000366210938,16.916000366210938,17.048667907714844,16.625999450683594,16.803333282470703,48357000,0 -731,2016-04-27,16.764667510986328,16.764667510986328,17.0,16.626667022705078,16.850000381469727,48087000,-1 -732,2016-04-28,16.513999938964844,16.513999938964844,16.89533233642578,16.496000289916992,16.656667709350586,37785000,1 -733,2016-04-29,16.05066680908203,16.05066680908203,16.562000274658203,15.854000091552734,16.542667388916016,81207000,1 -734,2016-05-02,16.1200008392334,16.1200008392334,16.21266746520996,15.654666900634766,16.100000381469727,57658500,1 -735,2016-05-03,15.48799991607666,15.48799991607666,15.927332878112791,15.441332817077637,15.824000358581545,64533000,1 -736,2016-05-04,14.837332725524902,14.837332725524902,15.630666732788086,14.69333267211914,15.352666854858398,130507500,-1 -737,2016-05-05,14.10200023651123,14.10200023651123,15.242667198181152,13.986000061035156,15.230667114257812,168822000,1 -738,2016-05-06,14.32866668701172,14.32866668701172,14.424667358398438,13.87399959564209,14.05799961090088,85278000,-1 -739,2016-05-09,13.928000450134276,13.928000450134276,14.40999984741211,13.786666870117188,14.381333351135254,71646000,-1 -740,2016-05-10,13.912667274475098,13.912667274475098,13.964667320251465,13.666666984558104,13.83666706085205,61059000,-1 -741,2016-05-11,13.93066692352295,13.93066692352295,14.36533260345459,13.736666679382324,13.839332580566406,77428500,0 -742,2016-05-12,13.8186674118042,13.8186674118042,14.111332893371582,13.577333450317385,14.095999717712402,54757500,1 -743,2016-05-13,13.84066677093506,13.84066677093506,14.079999923706056,13.779999732971191,13.85200023651123,42342000,-1 -744,2016-05-16,13.88599967956543,13.88599967956543,14.210000038146973,13.861332893371582,13.876667022705078,44241000,-1 -745,2016-05-17,13.644000053405762,13.644000053405762,13.98799991607666,13.601332664489746,13.936667442321776,42654000,-1 -746,2016-05-18,14.07800006866455,14.07800006866455,14.354000091552734,13.850000381469728,13.94333267211914,84262500,1 -747,2016-05-19,14.347332954406738,14.347332954406738,14.452667236328123,13.81999969482422,14.2413330078125,102994500,1 -748,2016-05-20,14.685333251953123,14.685333251953123,14.703332901000977,14.423333168029783,14.465999603271484,135106500,-1 -749,2016-05-23,14.414667129516602,14.414667129516602,14.84000015258789,14.390666961669922,14.657999992370604,76537500,0 -750,2016-05-24,14.52733325958252,14.52733325958252,14.582667350769045,14.345333099365234,14.4399995803833,45207000,-1 -751,2016-05-25,14.638667106628418,14.638667106628418,14.757332801818848,14.434000015258787,14.52733325958252,46902000,-1 -752,2016-05-26,15.008000373840332,15.008000373840332,15.017333030700684,14.603333473205566,14.699999809265137,61086000,-1 -753,2016-05-27,14.869333267211914,14.869333267211914,15.062000274658203,14.716667175292969,14.999333381652832,54754500,0 -754,2016-05-31,14.881999969482422,14.881999969482422,14.983332633972168,14.766667366027832,14.869333267211914,41835000,0 -755,2016-06-01,14.637332916259766,14.637332916259766,14.826666831970217,14.459333419799805,14.76533317565918,44740500,1 -756,2016-06-02,14.597332954406738,14.597332954406738,14.660667419433594,14.473999977111816,14.63933277130127,30492000,-1 -757,2016-06-03,14.599332809448242,14.599332809448242,14.79599952697754,14.534000396728516,14.666666984558104,33435000,1 -758,2016-06-06,14.711999893188477,14.711999893188477,14.726667404174805,14.363332748413086,14.533332824707031,33742500,1 -759,2016-06-07,15.489333152770996,15.489333152770996,15.629332542419434,14.767999649047852,14.815999984741213,93204000,1 -760,2016-06-08,15.701333045959473,15.701333045959473,16.05666732788086,15.507332801818848,15.58666706085205,89580000,1 -761,2016-06-09,15.290666580200195,15.290666580200195,15.68866729736328,15.137332916259766,15.665332794189451,67381500,-1 -762,2016-06-10,14.586000442504885,14.586000442504885,15.197999954223633,14.56133270263672,15.15933322906494,90399000,-1 -763,2016-06-13,14.524666786193848,14.524666786193848,15.0513334274292,14.510666847229004,14.633333206176758,62895000,-1 -764,2016-06-14,14.330666542053224,14.330666542053224,14.813332557678224,14.16866683959961,14.592000007629396,53703000,1 -765,2016-06-15,14.513333320617676,14.513333320617676,14.793333053588867,14.342000007629396,14.463333129882812,43627500,1 -766,2016-06-16,14.528667449951172,14.528667449951172,14.53600025177002,14.233332633972168,14.494667053222656,36604500,1 -767,2016-06-17,14.364666938781738,14.364666938781738,14.666000366210938,14.300000190734863,14.52066707611084,46689000,0 -768,2016-06-20,14.646666526794434,14.646666526794434,14.916666984558104,14.548666954040527,14.633333206176758,53332500,1 -769,2016-06-21,14.640666961669922,14.640666961669922,14.838000297546388,14.587332725524902,14.711999893188477,67935000,1 -770,2016-06-22,13.11066722869873,13.11066722869873,13.729999542236328,13.050000190734863,13.29800033569336,356136000,-1 -771,2016-06-23,13.09333324432373,13.09333324432373,13.170000076293944,12.808667182922363,13.04599952697754,151960500,-1 -772,2016-06-24,12.876667022705078,12.876667022705078,13.008000373840332,12.648667335510254,12.670000076293944,105397500,-1 -773,2016-06-27,13.236666679382324,13.236666679382324,13.253999710083008,12.524666786193848,12.723999977111816,108081000,-1 -774,2016-06-28,13.452667236328123,13.452667236328123,13.603333473205566,13.293999671936035,13.459333419799805,93186000,1 -775,2016-06-29,14.012666702270508,14.012666702270508,14.118666648864746,13.533332824707031,13.675333023071287,89923500,-1 -776,2016-06-30,14.152000427246094,14.152000427246094,14.233332633972168,13.934666633605955,14.197999954223633,72646500,-1 -777,2016-07-01,14.43333339691162,14.43333339691162,14.54933261871338,13.733332633972168,13.742667198181152,81000000,-1 -778,2016-07-05,14.26533317565918,14.26533317565918,14.302666664123535,13.866666793823242,13.982000350952148,77629500,-1 -779,2016-07-06,14.29599952697754,14.29599952697754,14.34866714477539,13.93333339691162,14.0,73798500,-1 -780,2016-07-07,14.395999908447266,14.395999908447266,14.541333198547363,14.20066738128662,14.206666946411133,54180000,-1 -781,2016-07-08,14.45199966430664,14.45199966430664,14.654000282287598,14.300000190734863,14.520000457763672,61122000,-1 -782,2016-07-11,14.985333442687988,14.985333442687988,15.118666648864746,14.633999824523926,14.663999557495115,81447000,-1 -783,2016-07-12,14.976667404174805,14.976667404174805,15.166666984558104,14.881333351135254,14.9399995803833,68569500,1 -784,2016-07-13,14.835332870483398,14.835332870483398,15.03933334350586,14.685999870300291,15.033332824707031,53506500,-1 -785,2016-07-14,14.768667221069336,14.768667221069336,14.996000289916992,14.736666679382324,14.874667167663574,40137000,-1 -786,2016-07-15,14.69333267211914,14.69333267211914,14.850000381469728,14.642666816711426,14.834667205810549,33513000,-1 -787,2016-07-18,15.083333015441896,15.083333015441896,15.13933277130127,14.553333282470703,14.642666816711426,51181500,1 -788,2016-07-19,15.017333030700684,15.017333030700684,15.273332595825195,14.983332633972168,15.0,46726500,-1 -789,2016-07-20,15.223999977111816,15.223999977111816,15.31999969482422,15.0,15.097999572753906,38527500,1 -790,2016-07-21,14.699999809265137,14.699999809265137,15.1899995803833,14.606666564941406,15.06666660308838,66430500,1 -791,2016-07-22,14.817999839782717,14.817999839782717,14.966667175292969,14.592000007629396,14.79933261871338,38695500,-1 -792,2016-07-25,15.333999633789062,15.333999633789062,15.425999641418455,14.758000373840332,14.817999839782717,67360500,1 -793,2016-07-26,15.300666809082031,15.300666809082031,15.333333015441896,15.020000457763672,15.179332733154297,51450000,-1 -794,2016-07-27,15.232666969299316,15.232666969299316,15.557332992553713,15.128000259399414,15.28933334350586,43335000,1 -795,2016-07-28,15.37399959564209,15.37399959564209,15.383999824523926,15.106666564941406,15.196666717529297,36286500,1 -796,2016-07-29,15.652667045593262,15.652667045593262,15.685333251953123,15.349332809448242,15.380000114440918,46062000,-1 -797,2016-08-01,15.333999633789062,15.333999633789062,15.775333404541016,15.291999816894531,15.699999809265137,60244500,1 -798,2016-08-02,15.146666526794434,15.146666526794434,15.324666976928713,14.760000228881836,15.291333198547363,59016000,1 -799,2016-08-03,15.052666664123535,15.052666664123535,15.313332557678224,14.947333335876465,15.157999992370604,58317000,-1 -800,2016-08-04,15.37399959564209,15.37399959564209,15.390666961669922,14.803333282470703,15.04599952697754,62205000,1 -801,2016-08-05,15.335332870483398,15.335332870483398,15.466667175292969,15.15999984741211,15.333333015441896,48078000,-1 -802,2016-08-08,15.077333450317385,15.077333450317385,15.30666732788086,15.072667121887209,15.199999809265137,33954000,1 -803,2016-08-09,15.272000312805176,15.272000312805176,15.435999870300291,15.109999656677246,15.121333122253418,33117000,-1 -804,2016-08-10,15.043333053588867,15.043333053588867,15.324666976928713,14.974666595458984,15.215999603271484,35074500,1 -805,2016-08-11,14.994000434875488,14.994000434875488,15.17133331298828,14.894000053405762,15.07800006866455,28213500,1 -806,2016-08-12,15.040666580200195,15.040666580200195,15.109999656677246,14.935999870300291,15.02733325958252,27202500,1 -807,2016-08-15,15.03933334350586,15.03933334350586,15.300000190734863,14.995332717895508,15.067999839782717,30514500,-1 -808,2016-08-16,14.907333374023438,14.907333374023438,15.145999908447266,14.894000053405762,15.03266716003418,34006500,1 -809,2016-08-17,14.88266658782959,14.88266658782959,14.988666534423828,14.853333473205566,14.95533275604248,26806500,-1 -810,2016-08-18,14.900667190551758,14.900667190551758,15.043999671936035,14.81933307647705,14.92133331298828,25717500,-1 -811,2016-08-19,15.0,15.0,15.011333465576172,14.835332870483398,14.902667045593262,24892500,1 -812,2016-08-22,14.862000465393066,14.862000465393066,15.007332801818848,14.845333099365234,14.944666862487791,30982500,-1 -813,2016-08-23,14.989333152770996,14.989333152770996,15.232666969299316,14.853333473205566,14.954667091369627,71766000,1 -814,2016-08-24,14.841333389282228,14.841333389282228,15.143333435058594,14.814666748046877,15.136667251586914,38560500,1 -815,2016-08-25,14.730667114257812,14.730667114257812,14.920000076293944,14.718000411987305,14.87399959564209,26437500,1 -816,2016-08-26,14.666000366210938,14.666000366210938,14.857333183288574,14.588000297546388,14.809332847595217,33585000,1 -817,2016-08-29,14.346667289733888,14.346667289733888,14.69333267211914,14.333333015441896,14.67666721343994,48994500,0 -818,2016-08-30,14.089332580566406,14.089332580566406,14.407333374023438,14.034667015075684,14.407333374023438,47533500,0 -819,2016-08-31,14.133999824523926,14.133999824523926,14.173333168029783,13.90999984741211,14.028667449951172,49147500,1 -820,2016-09-01,13.38466739654541,13.38466739654541,14.07333278656006,13.366666793823242,13.934000015258787,119146500,-1 -821,2016-09-02,13.185333251953123,13.185333251953123,13.546667098999023,13.079999923706056,13.488666534423828,89661000,-1 -822,2016-09-06,13.522000312805176,13.522000312805176,13.550000190734863,13.266667366027832,13.267999649047852,65859000,1 -823,2016-09-07,13.447333335876465,13.447333335876465,13.766667366027832,13.380666732788086,13.699999809265137,54613500,1 -824,2016-09-08,13.157333374023438,13.157333374023438,13.326000213623049,13.09066677093506,13.303333282470703,50668500,-1 -825,2016-09-09,12.964667320251465,12.964667320251465,13.32800006866455,12.91333293914795,13.272666931152344,56355000,1 -826,2016-09-12,13.220000267028809,13.220000267028809,13.424667358398438,12.9399995803833,13.0,55728000,1 -827,2016-09-13,13.06999969482422,13.06999969482422,13.232666969299316,12.896666526794434,13.137332916259766,53841000,1 -828,2016-09-14,13.093999862670898,13.093999862670898,13.194666862487791,12.990667343139648,13.050000190734863,33817500,-1 -829,2016-09-15,13.361332893371582,13.361332893371582,13.501333236694336,13.09333324432373,13.099332809448242,46158000,-1 -830,2016-09-16,13.69333267211914,13.69333267211914,13.713333129882812,13.266667366027832,13.361332893371582,46617000,1 -831,2016-09-19,13.755999565124512,13.755999565124512,13.961999893188477,13.666666984558104,13.800000190734863,34492500,-1 -832,2016-09-20,13.642666816711426,13.642666816711426,13.850000381469728,13.593999862670898,13.789999961853027,36157500,-1 -833,2016-09-21,13.6813325881958,13.6813325881958,13.800000190734863,13.437333106994627,13.758000373840332,39502500,1 -834,2016-09-22,13.76200008392334,13.76200008392334,13.8186674118042,13.533332824707031,13.760000228881836,35743500,-1 -835,2016-09-23,13.829999923706056,13.829999923706056,14.01200008392334,13.711333274841309,13.732666969299316,43578000,-1 -836,2016-09-26,13.932666778564451,13.932666778564451,14.06666660308838,13.766667366027832,13.766667366027832,35916000,1 -837,2016-09-27,13.720666885375977,13.720666885375977,13.998666763305664,13.640666961669922,13.976667404174805,50598000,1 -838,2016-09-28,13.751333236694336,13.751333236694336,13.883333206176758,13.684000015258787,13.833999633789062,31326000,1 -839,2016-09-29,13.380000114440918,13.380000114440918,13.821999549865724,13.371999740600586,13.706666946411133,40905000,-1 -840,2016-09-30,13.60200023651123,13.60200023651123,13.665332794189451,13.303333282470703,13.480667114257812,38794500,-1 -841,2016-10-03,14.24666690826416,14.24666690826416,14.378000259399414,13.883333206176758,14.153332710266112,89998500,1 -842,2016-10-04,14.093999862670898,14.093999862670898,14.221332550048828,13.92133331298828,14.206666946411133,53122500,0 -843,2016-10-05,13.897333145141602,13.897333145141602,14.210000038146973,13.874667167663574,14.149333000183104,28162500,1 -844,2016-10-06,13.399999618530272,13.399999618530272,13.61400032043457,13.347332954406738,13.497332572937012,70551000,-1 -845,2016-10-07,13.107333183288574,13.107333183288574,13.42133331298828,13.053333282470703,13.399999618530272,52395000,1 -846,2016-10-10,13.396666526794434,13.396666526794434,13.609333038330078,13.310667037963867,13.423333168029783,49744500,-1 -847,2016-10-11,13.34000015258789,13.34000015258789,13.479999542236328,13.220666885375977,13.456666946411133,34926000,-1 -848,2016-10-12,13.434000015258787,13.434000015258787,13.592000007629396,13.361332893371582,13.396666526794434,29560500,-1 -849,2016-10-13,13.349332809448242,13.349332809448242,13.393333435058594,13.136667251586914,13.366666793823242,37419000,-1 -850,2016-10-14,13.100666999816896,13.100666999816896,13.428667068481444,13.08666706085205,13.37733268737793,64048500,-1 -851,2016-10-17,12.93066692352295,12.93066692352295,13.22599983215332,12.800000190734863,13.136667251586914,68311500,1 -852,2016-10-18,13.273332595825195,13.273332595825195,13.29800033569336,12.883999824523926,13.065999984741213,85207500,1 -853,2016-10-19,13.570667266845703,13.570667266845703,13.77733325958252,13.20400047302246,13.315999984741213,104868000,1 -854,2016-10-20,13.273332595825195,13.273332595825195,13.533332824707031,13.136667251586914,13.474666595458984,76093500,1 -855,2016-10-21,13.339332580566406,13.339332580566406,13.437999725341797,13.160667419433594,13.239999771118164,44151000,1 -856,2016-10-24,13.517333030700684,13.517333030700684,13.596667289733888,13.350000381469728,13.399999618530272,41274000,-1 -857,2016-10-25,13.489333152770996,13.489333152770996,13.645999908447266,13.41333293914795,13.526666641235352,36675000,-1 -858,2016-10-26,13.482666969299316,13.482666969299316,13.54599952697754,13.34000015258789,13.399999618530272,84492000,1 -859,2016-10-27,13.600666999816896,13.600666999816896,14.24666690826416,13.44333267211914,14.089332580566406,196405500,-1 -860,2016-10-28,13.33133316040039,13.33133316040039,13.687999725341797,13.321999549865724,13.600000381469728,64201500,1 -861,2016-10-31,13.182000160217283,13.182000160217283,13.499333381652832,13.053999900817873,13.499333381652832,70384500,1 -862,2016-11-01,12.719332695007324,12.719332695007324,13.233332633972168,12.540666580200195,13.202667236328123,105900000,1 -863,2016-11-02,12.534667015075684,12.534667015075684,12.846667289733888,12.500666618347168,12.670000076293944,63801000,1 -864,2016-11-03,12.494667053222656,12.494667053222656,12.764666557312012,12.469332695007324,12.600000381469728,39795000,0 -865,2016-11-04,12.70400047302246,12.70400047302246,12.897333145141602,12.397333145141602,12.600000381469728,77190000,1 -866,2016-11-07,12.880666732788086,12.880666732788086,12.952667236328123,12.670000076293944,12.906000137329102,58051500,-1 -867,2016-11-08,12.996000289916992,12.996000289916992,13.166000366210938,12.750666618347168,12.919333457946776,49014000,1 -868,2016-11-09,12.670666694641112,12.670666694641112,12.800000190734863,12.263333320617676,12.458666801452637,122596500,1 -869,2016-11-10,12.356666564941406,12.356666564941406,12.77400016784668,12.027999877929688,12.736666679382324,101254500,-1 -870,2016-11-11,12.570667266845703,12.570667266845703,12.592000007629396,12.199999809265137,12.28266716003418,59827500,1 -871,2016-11-14,12.096667289733888,12.096667289733888,12.550000190734863,11.879332542419434,12.533332824707031,98283000,1 -872,2016-11-15,12.251333236694336,12.251333236694336,12.428667068481444,12.136667251586914,12.185333251953123,58530000,1 -873,2016-11-16,12.26200008392334,12.26200008392334,12.315333366394045,12.080666542053224,12.17666721343994,51516000,1 -874,2016-11-17,12.577333450317385,12.577333450317385,12.63266658782959,12.140666961669922,12.232666969299316,73306500,1 -875,2016-11-18,12.334667205810549,12.334667205810549,12.866666793823242,12.333333015441896,12.710000038146973,78154500,1 -876,2016-11-21,12.3013334274292,12.3013334274292,12.592666625976562,12.293999671936035,12.336000442504885,65415000,-1 -877,2016-11-22,12.744667053222656,12.744667053222656,12.764666557312012,12.247332572937012,12.38933277130127,84051000,1 -878,2016-11-23,12.87600040435791,12.87600040435791,13.042667388916016,12.600000381469728,12.707332611083984,73378500,0 -879,2016-11-25,13.109999656677246,13.109999656677246,13.149333000183104,12.90933322906494,12.90933322906494,35491500,0 -880,2016-11-28,13.074666976928713,13.074666976928713,13.289999961853027,12.970000267028809,13.031999588012695,67938000,-1 -881,2016-11-29,12.637999534606934,12.637999534606934,13.11533260345459,12.633333206176758,13.03733253479004,66589500,-1 -882,2016-11-30,12.626667022705078,12.626667022705078,12.792667388916016,12.5,12.733332633972168,53206500,1 -883,2016-12-01,12.125332832336426,12.125332832336426,12.5686674118042,12.06666660308838,12.550000190734863,76896000,-1 -884,2016-12-02,12.097999572753906,12.097999572753906,12.325332641601562,12.0,12.19200038909912,60634500,0 -885,2016-12-05,12.453332901000977,12.453332901000977,12.592666625976562,12.167332649230955,12.167332649230955,61083000,0 -886,2016-12-06,12.390000343322754,12.390000343322754,12.43866729736328,12.178667068481444,12.368000030517578,50874000,-1 -887,2016-12-07,12.876667022705078,12.876667022705078,12.893333435058594,12.333333015441896,12.40999984741211,81928500,-1 -888,2016-12-08,12.81933307647705,12.81933307647705,12.833333015441896,12.63599967956543,12.803333282470703,47911500,0 -889,2016-12-09,12.812000274658203,12.812000274658203,12.922666549682615,12.720666885375977,12.724666595458984,40837500,0 -890,2016-12-12,12.82866668701172,12.82866668701172,12.961333274841309,12.745332717895508,12.853333473205566,36583500,-1 -891,2016-12-13,13.210000038146973,13.210000038146973,13.41866683959961,12.866666793823242,12.878666877746582,102358500,1 -892,2016-12-14,13.246000289916992,13.246000289916992,13.533332824707031,13.11733341217041,13.249333381652832,62263500,1 -893,2016-12-15,13.17199993133545,13.17199993133545,13.38266658782959,13.15933322906494,13.227333068847656,48294000,-1 -894,2016-12-16,13.499333381652832,13.499333381652832,13.505999565124512,13.173333168029783,13.20533275604248,56953500,0 -895,2016-12-19,13.51533317565918,13.51533317565918,13.630000114440918,13.322667121887209,13.499333381652832,52321500,1 -896,2016-12-20,13.919333457946776,13.919333457946776,13.93333339691162,13.5,13.536666870117188,70336500,1 -897,2016-12-21,13.846667289733888,13.846667289733888,14.148667335510254,13.827333450317385,13.896666526794434,78114000,1 -898,2016-12-22,13.896666526794434,13.896666526794434,13.999333381652832,13.766667366027832,13.881333351135254,46666500,1 -899,2016-12-23,14.22266674041748,14.22266674041748,14.229999542236328,13.847332954406738,13.866666793823242,70057500,1 -900,2016-12-27,14.635333061218262,14.635333061218262,14.81666660308838,14.29466724395752,14.325332641601562,88735500,1 -901,2016-12-28,14.649333000183104,14.649333000183104,14.920000076293944,14.479999542236328,14.768667221069336,56737500,-1 -902,2016-12-29,14.312000274658203,14.312000274658203,14.613332748413086,14.274666786193848,14.570667266845703,60675000,1 -903,2016-12-30,14.246000289916992,14.246000289916992,14.5,14.112000465393066,14.420000076293944,69639000,1 -904,2017-01-03,14.465999603271484,14.465999603271484,14.68866729736328,14.064000129699709,14.324000358581545,88849500,-1 -905,2017-01-04,15.13266658782959,15.13266658782959,15.199999809265137,14.28733253479004,14.31666660308838,168202500,-1 -906,2017-01-05,15.116666793823242,15.116666793823242,15.165332794189451,14.796667098999023,15.094667434692385,88675500,-1 -907,2017-01-06,15.267333030700684,15.267333030700684,15.354000091552734,15.029999732971191,15.128666877746582,82918500,1 -908,2017-01-09,15.41866683959961,15.41866683959961,15.461333274841309,15.199999809265137,15.264666557312012,59692500,1 -909,2017-01-10,15.324666976928713,15.324666976928713,15.466667175292969,15.12600040435791,15.466667175292969,54900000,-1 -910,2017-01-11,15.315333366394045,15.315333366394045,15.33199977874756,15.112000465393066,15.271332740783691,54762000,-1 -911,2017-01-12,15.305999755859377,15.305999755859377,15.380000114440918,15.038666725158691,15.27066707611084,56853000,0 -912,2017-01-13,15.850000381469728,15.850000381469728,15.856666564941406,15.305999755859377,15.333333015441896,91395000,1 -913,2017-01-17,15.70533275604248,15.70533275604248,15.997332572937012,15.624667167663574,15.779999732971191,69262500,1 -914,2017-01-18,15.890666961669922,15.890666961669922,15.980667114257812,15.70533275604248,15.776666641235352,56535000,1 -915,2017-01-19,16.250667572021484,16.250667572021484,16.57866668701172,16.049999237060547,16.483333587646484,115984500,-1 -916,2017-01-20,16.315332412719727,16.315332412719727,16.399999618530273,16.200666427612305,16.36400032043457,63064500,-1 -917,2017-01-23,16.594667434692383,16.594667434692383,16.72599983215332,16.366666793823242,16.389999389648438,93943500,0 -918,2017-01-24,16.974000930786133,16.974000930786133,16.98666763305664,16.643333435058594,16.666667938232422,74482500,0 -919,2017-01-25,16.96466636657715,16.96466636657715,17.230667114257812,16.786666870117188,17.15399932861328,77139000,0 -920,2017-01-26,16.833999633789062,16.833999633789062,17.049333572387695,16.71666717529297,16.952667236328125,47281500,-1 -921,2017-01-27,16.863332748413086,16.863332748413086,16.866666793823242,16.56800079345703,16.7586669921875,47494500,0 -922,2017-01-30,16.708667755126953,16.708667755126953,17.019332885742188,16.47333335876465,16.8353328704834,57016500,-1 -923,2017-01-31,16.795333862304688,16.795333862304688,17.05933380126953,16.51333236694336,16.615999221801758,61741500,-1 -924,2017-02-01,16.615999221801758,16.615999221801758,16.8799991607666,16.60333251953125,16.8700008392334,59382000,-1 -925,2017-02-02,16.770000457763672,16.770000457763672,16.827999114990234,16.513999938964844,16.555999755859375,37497000,1 -926,2017-02-03,16.755332946777344,16.755332946777344,16.812000274658203,16.64533233642578,16.79400062561035,32800500,0 -927,2017-02-06,17.184667587280273,17.184667587280273,17.187999725341797,16.708667755126953,16.733333587646484,53437500,-1 -928,2017-02-07,17.165332794189453,17.165332794189453,17.333332061767578,17.094667434692383,17.21266746520996,63672000,1 -929,2017-02-08,17.472000122070312,17.472000122070312,17.55733299255371,17.079999923706055,17.156667709350586,58995000,0 -930,2017-02-09,17.946666717529297,17.946666717529297,18.07866668701172,17.74333381652832,17.75,117303000,-1 -931,2017-02-10,17.948667526245117,17.948667526245117,18.06333351135254,17.74066734313965,17.986000061035156,54295500,-1 -932,2017-02-13,18.706666946411133,18.706666946411133,18.71933364868164,18.03400039672852,18.04933357238769,105444000,1 -933,2017-02-14,18.73200035095215,18.73200035095215,19.159332275390625,18.573999404907227,18.60199928283692,110178000,1 -934,2017-02-15,18.65066719055176,18.65066719055176,18.81599998474121,18.429332733154297,18.666667938232425,74218500,1 -935,2017-02-16,17.93000030517578,17.93000030517578,18.666667938232425,17.899999618530273,18.50666618347168,106159500,-1 -936,2017-02-17,18.148666381835938,18.148666381835938,18.19266700744629,17.610000610351562,17.719999313354492,93856500,1 -937,2017-02-21,18.49266624450684,18.49266624450684,18.76000022888184,18.267332077026367,18.36333274841309,85150500,1 -938,2017-02-22,18.233999252319336,18.233999252319336,18.89666748046875,18.17333221435547,18.687332153320312,131325000,-1 -939,2017-02-23,17.06599998474121,17.06599998474121,17.643999099731445,17.03733253479004,17.600000381469727,223728000,-1 -940,2017-02-24,17.133333206176758,17.133333206176758,17.21666717529297,16.68000030517578,16.8439998626709,122574000,1 -941,2017-02-27,16.415332794189453,16.415332794189453,16.55733299255371,16.134000778198242,16.544666290283203,171912000,-1 -942,2017-02-28,16.666000366210938,16.666000366210938,16.733333587646484,16.260000228881836,16.279333114624023,91171500,1 -943,2017-03-01,16.667999267578125,16.667999267578125,16.989999771118164,16.607332229614258,16.94533348083496,72142500,-1 -944,2017-03-02,16.698667526245117,16.698667526245117,16.885332107543945,16.551332473754883,16.6473331451416,50277000,1 -945,2017-03-03,16.771333694458008,16.771333694458008,16.793333053588867,16.600000381469727,16.715999603271484,43791000,-1 -946,2017-03-06,16.747333526611328,16.747333526611328,16.780000686645508,16.500667572021484,16.527332305908203,50332500,-1 -947,2017-03-07,16.57266616821289,16.57266616821289,16.926000595092773,16.55466651916504,16.794666290283203,51892500,1 -948,2017-03-08,16.45800018310547,16.45800018310547,16.67133331298828,16.35466766357422,16.46666717529297,55878000,1 -949,2017-03-09,16.32666778564453,16.32666778564453,16.577333450317383,16.200000762939453,16.5086669921875,58189500,1 -950,2017-03-10,16.246000289916992,16.246000289916992,16.433332443237305,16.200000762939453,16.413999557495117,45994500,1 -951,2017-03-13,16.411333084106445,16.411333084106445,16.456666946411133,16.185333251953125,16.321332931518555,45339000,1 -952,2017-03-14,17.200000762939453,17.200000762939453,17.20800018310547,16.40133285522461,16.407333374023438,113976000,1 -953,2017-03-15,17.048667907714844,17.048667907714844,17.399999618530273,16.951332092285156,17.133333206176758,79962000,1 -954,2017-03-16,17.469999313354492,17.469999313354492,17.71666717529297,17.270666122436523,17.49333381652832,106983000,1 -955,2017-03-17,17.433332443237305,17.433332443237305,17.68866729736328,17.413333892822266,17.600000381469727,97462500,1 -956,2017-03-20,17.461332321166992,17.461332321166992,17.636667251586914,17.254667282104492,17.373332977294922,54214500,1 -957,2017-03-21,16.711999893188477,16.711999893188477,17.65333366394043,16.682666778564453,17.52199935913086,103629000,1 -958,2017-03-22,17.000667572021484,17.000667572021484,17.004667282104492,16.700666427612305,16.770666122436523,60889500,0 -959,2017-03-23,16.985332489013672,16.985332489013672,17.17799949645996,16.886667251586914,17.025999069213867,49803000,0 -960,2017-03-24,17.54400062561035,17.54400062561035,17.592666625976562,17.000667572021484,17.046667098999023,84709500,1 -961,2017-03-27,18.014667510986328,18.014667510986328,18.038000106811523,17.316667556762695,17.373332977294922,93462000,1 -962,2017-03-28,18.49666786193848,18.49666786193848,18.71199989318848,18.33333206176757,18.468000411987305,119814000,1 -963,2017-03-29,18.492000579833984,18.492000579833984,18.63999938964844,18.36933326721192,18.55599975585937,55143000,1 -964,2017-03-30,18.527999877929688,18.527999877929688,18.799999237060547,18.48066711425781,18.535999298095703,62226000,-1 -965,2017-03-31,18.553333282470703,18.553333282470703,18.64533233642578,18.42133331298828,18.582000732421875,49419000,-1 -966,2017-04-03,19.90133285522461,19.90133285522461,19.933332443237305,18.972000122070312,19.12666702270508,208329000,1 -967,2017-04-04,20.24666786193848,20.24666786193848,20.320667266845703,19.635332107543945,19.792667388916016,152019000,-1 -968,2017-04-05,19.666667938232425,19.666667938232425,20.32533264160156,19.61333274841309,20.13599967956543,118213500,-1 -969,2017-04-06,19.913333892822266,19.913333892822266,20.12933349609375,19.606666564941406,19.79199981689453,82809000,-1 -970,2017-04-07,20.16933250427246,20.16933250427246,20.179332733154297,19.809999465942383,19.83333206176757,68694000,1 -971,2017-04-10,20.826000213623047,20.826000213623047,20.915332794189453,20.58066749572754,20.61000061035156,114967500,1 -972,2017-04-11,20.58066749572754,20.58066749572754,20.89800071716309,20.36666679382324,20.89200019836425,85869000,-1 -973,2017-04-12,19.78933334350586,19.78933334350586,20.56333351135254,19.75466728210449,20.422666549682617,90760500,1 -974,2017-04-13,20.26666641235352,20.26666641235352,20.49266624450684,19.68666648864746,19.780000686645508,139269000,1 -975,2017-04-17,20.09600067138672,20.09600067138672,20.26666641235352,19.91200065612793,20.18000030517578,62080500,-1 -976,2017-04-18,20.01666641235352,20.01666641235352,20.05599975585937,19.86000061035156,19.979999542236328,45535500,1 -977,2017-04-19,20.36800003051757,20.36800003051757,20.44133377075196,20.14066696166992,20.16399955749512,58470000,-1 -978,2017-04-20,20.16733360290528,20.16733360290528,20.61000061035156,20.01533317565918,20.43400001525879,92241000,-1 -979,2017-04-21,20.37333297729492,20.37333297729492,20.426666259765625,20.027999877929688,20.13333320617676,67647000,-1 -980,2017-04-24,20.53533363342285,20.53533363342285,20.703332901000977,20.40133285522461,20.61466789245605,76252500,1 -981,2017-04-25,20.91933250427246,20.91933250427246,20.93199920654297,20.39066696166992,20.53333282470703,101065500,-1 -982,2017-04-26,20.67799949645996,20.67799949645996,20.96666717529297,20.600000381469727,20.82466697692871,70425000,-1 -983,2017-04-27,20.57533264160156,20.57533264160156,20.87266731262207,20.5,20.779333114624023,52029000,-1 -984,2017-04-28,20.9379997253418,20.9379997253418,20.98666763305664,20.53333282470703,20.655332565307617,67582500,-1 -985,2017-05-01,21.52199935913086,21.52199935913086,21.81666755676269,20.98733329772949,20.992000579833984,132444000,-1 -986,2017-05-02,21.25933265686035,21.25933265686035,21.8439998626709,21.10400009155273,21.600000381469727,80742000,-1 -987,2017-05-03,20.73466682434082,20.73466682434082,21.435333251953125,20.696666717529297,21.17799949645996,107001000,-1 -988,2017-05-04,19.69733238220215,19.69733238220215,20.51799964904785,19.38400077819824,20.496000289916992,212280000,-1 -989,2017-05-05,20.55666732788086,20.55666732788086,20.56999969482422,19.786666870117188,19.86666679382324,122659500,-1 -990,2017-05-08,20.47933387756348,20.47933387756348,20.91933250427246,20.38800048828125,20.726667404174805,105097500,1 -991,2017-05-09,21.41733360290528,21.41733360290528,21.465999603271484,20.606666564941406,20.625333786010746,145147500,-1 -992,2017-05-10,21.68133354187012,21.68133354187012,21.700000762939453,21.20800018310547,21.437332153320312,86124000,1 -993,2017-05-11,21.540000915527344,21.540000915527344,21.733333587646484,21.30666732788086,21.559999465942383,71307000,1 -994,2017-05-12,21.65399932861328,21.65399932861328,21.799999237060547,21.435333251953125,21.69866752624512,61824000,1 -995,2017-05-15,21.058666229248047,21.058666229248047,21.34666633605957,20.8353328704834,21.22533226013184,114330000,-1 -996,2017-05-16,21.13400077819824,21.13400077819824,21.33733367919922,21.00933265686035,21.172666549682617,62287500,-1 -997,2017-05-17,20.40733337402344,20.40733337402344,20.97533226013184,20.36666679382324,20.959333419799805,100678500,0 -998,2017-05-18,20.87066650390625,20.87066650390625,20.929332733154297,20.35400009155273,20.46666717529297,84807000,1 -999,2017-05-19,20.722000122070312,20.722000122070312,21.100000381469727,20.68000030517578,21.03333282470703,70314000,1 -1000,2017-05-22,20.690000534057617,20.690000534057617,20.95800018310547,20.453332901000977,20.85333251953125,64938000,1 -1001,2017-05-23,20.257333755493164,20.257333755493164,20.71533393859864,20.23200035095215,20.69733238220215,64776000,1 -1002,2017-05-24,20.68133354187012,20.68133354187012,20.733333587646484,20.36000061035156,20.43400001525879,75499500,1 -1003,2017-05-25,21.121999740600582,21.121999740600582,21.131332397460938,20.520666122436523,20.73466682434082,75210000,1 -1004,2017-05-26,21.676000595092773,21.676000595092773,21.69933319091797,21.08733367919922,21.152000427246094,117033000,1 -1005,2017-05-30,22.34000015258789,22.34000015258789,22.41866683959961,21.71733283996582,21.733333587646484,116743500,-1 -1006,2017-05-31,22.733999252319336,22.733999252319336,22.85933303833008,22.3439998626709,22.512666702270508,149451000,-1 -1007,2017-06-01,22.69133377075196,22.69133377075196,22.992000579833984,22.48600006103516,22.933332443237305,114120000,-1 -1008,2017-06-02,22.656667709350582,22.656667709350582,22.858667373657227,22.39533233642578,22.65133285522461,83853000,-1 -1009,2017-06-05,23.15466690063477,23.15466690063477,23.22933387756348,22.28066635131836,22.56666755676269,101766000,1 -1010,2017-06-06,23.523332595825195,23.523332595825195,23.965999603271484,22.6646671295166,22.979999542236328,166302000,1 -1011,2017-06-07,23.976667404174805,23.976667404174805,24.03333282470703,23.676000595092773,23.756000518798828,140970000,1 -1012,2017-06-08,24.666667938232425,24.666667938232425,24.793333053588867,24.014667510986328,24.25,135922500,-1 -1013,2017-06-09,23.821332931518555,23.821332931518555,25.12466621398925,23.65333366394043,24.961332321166992,258921000,1 -1014,2017-06-12,23.93400001525879,23.93400001525879,24.299999237060547,23.37466621398925,23.86599922180176,157765500,-1 -1015,2017-06-13,25.06333351135254,25.06333351135254,25.06666755676269,24.44066619873047,24.507999420166016,177118500,1 -1016,2017-06-14,25.37733268737793,25.37733268737793,25.61666679382324,25.08733367919922,25.4060001373291,192276000,-1 -1017,2017-06-15,25.022666931152344,25.022666931152344,25.03066635131836,24.432666778564453,24.83333206176757,156397500,-1 -1018,2017-06-16,24.76000022888184,24.76000022888184,25.200666427612305,24.67333221435547,25.19866752624512,100965000,-1 -1019,2017-06-19,24.65333366394043,24.65333366394043,25.11333274841309,24.520000457763672,25.0,98239500,-1 -1020,2017-06-20,24.81599998474121,24.81599998474121,25.2586669921875,24.648666381835938,25.1113338470459,111580500,-1 -1021,2017-06-21,25.09333229064941,25.09333229064941,25.132667541503903,24.534666061401367,24.956666946411133,73848000,-1 -1022,2017-06-22,25.507333755493164,25.507333755493164,25.666667938232425,24.90466690063477,25.19933319091797,112947000,1 -1023,2017-06-23,25.56333351135254,25.56333351135254,25.79933357238769,25.290000915527344,25.49666786193848,96687000,1 -1024,2017-06-26,25.166000366210938,25.166000366210938,25.796667098999023,24.87333297729492,25.779333114624023,99061500,1 -1025,2017-06-27,24.15800094604492,24.15800094604492,25.09333229064941,24.134666442871094,25.09333229064941,104946000,1 -1026,2017-06-28,24.74933242797852,24.74933242797852,24.78266716003418,24.167999267578125,24.44533348083496,94537500,1 -1027,2017-06-29,24.049999237060547,24.049999237060547,24.733333587646484,23.606666564941406,24.707332611083984,123315000,1 -1028,2017-06-30,24.10733222961425,24.10733222961425,24.45133209228516,23.974666595458984,24.247333526611328,87727500,1 -1029,2017-07-03,23.507999420166016,23.507999420166016,24.75666618347168,23.433332443237305,24.682666778564453,94581000,-1 -1030,2017-07-05,21.80599975585937,21.80599975585937,23.14933204650879,21.755332946777344,23.14666748046875,255700500,-1 -1031,2017-07-06,20.588666915893555,20.588666915893555,21.38599967956543,20.420000076293945,21.15066719055176,289867500,-1 -1032,2017-07-07,20.881332397460938,20.881332397460938,21.13333320617676,20.492000579833984,20.89999961853028,212653500,1 -1033,2017-07-10,21.06999969482422,21.06999969482422,21.19599914550781,20.20866775512696,20.86000061035156,207313500,1 -1034,2017-07-11,21.814666748046875,21.814666748046875,21.818666458129883,20.953332901000977,21.06666755676269,173391000,1 -1035,2017-07-12,21.968000411987305,21.968000411987305,22.206666946411133,21.63333320617676,22.02666664123535,155191500,1 -1036,2017-07-13,21.560667037963867,21.560667037963867,22.106666564941406,21.33133316040039,22.007333755493164,128917500,0 -1037,2017-07-14,21.85199928283692,21.85199928283692,21.89466667175293,21.4146671295166,21.54599952697754,84378000,-1 -1038,2017-07-17,21.30466651916504,21.30466651916504,21.80666732788086,20.89666748046875,21.702667236328125,148153500,-1 -1039,2017-07-18,21.882667541503903,21.882667541503903,21.941999435424805,21.04400062561035,21.166667938232425,95605500,-1 -1040,2017-07-19,21.68400001525879,21.68400001525879,22.11000061035156,21.54800033569336,21.881999969482425,95355000,-1 -1041,2017-07-20,21.994667053222656,21.994667053222656,22.014667510986328,21.61333274841309,21.793333053588867,77493000,-1 -1042,2017-07-21,21.8933334350586,21.8933334350586,22.083999633789062,21.71999931335449,21.964000701904297,73524000,1 -1043,2017-07-24,22.834667205810547,22.834667205810547,22.8933334350586,22.000667572021484,22.016000747680664,129556500,1 -1044,2017-07-25,22.63999938964844,22.63999938964844,23.040000915527344,22.27666664123535,23.0,104838000,1 -1045,2017-07-26,22.92333221435547,22.92333221435547,23.03333282470703,22.541332244873047,22.69066619873047,72312000,-1 -1046,2017-07-27,22.297332763671875,22.297332763671875,23.166667938232425,21.752666473388672,23.06666755676269,124536000,-1 -1047,2017-07-28,22.33799934387207,22.33799934387207,22.63999938964844,22.16733360290528,22.459333419799805,73206000,1 -1048,2017-07-31,21.564666748046875,21.564666748046875,22.766000747680664,21.402666091918945,22.36666679382324,128026500,-1 -1049,2017-08-01,21.30466651916504,21.30466651916504,21.6299991607666,21.07533264160156,21.53333282470703,124546500,-1 -1050,2017-08-02,21.72599983215332,21.72599983215332,21.808000564575195,20.74799919128418,21.262666702270508,196372500,1 -1051,2017-08-03,23.139333724975582,23.139333724975582,23.33333206176757,22.87666702270508,23.02199935913086,203025000,1 -1052,2017-08-04,23.79400062561035,23.79400062561035,23.81800079345703,22.88666725158692,23.13333320617676,139033500,1 -1053,2017-08-07,23.67799949645996,23.67799949645996,23.96533393859864,23.51666641235352,23.82333374023437,94867500,1 -1054,2017-08-08,24.347999572753903,24.347999572753903,24.57200050354004,23.82666778564453,23.8353328704834,111747000,1 -1055,2017-08-09,24.235332489013672,24.235332489013672,24.666667938232425,23.93000030517578,24.06666755676269,103381500,1 -1056,2017-08-10,23.69333267211914,23.69333267211914,24.44333267211914,23.643999099731445,24.106666564941406,106393500,1 -1057,2017-08-11,23.857999801635746,23.857999801635746,24.083999633789062,23.57466697692871,23.79800033569336,65487000,1 -1058,2017-08-14,24.253332138061523,24.253332138061523,24.51066780090332,24.17333221435547,24.308666229248047,67788000,1 -1059,2017-08-15,24.155332565307617,24.155332565307617,24.36599922180176,23.95800018310547,24.34666633605957,46276500,1 -1060,2017-08-16,24.194000244140625,24.194000244140625,24.433332443237305,24.167999267578125,24.200000762939453,51207000,1 -1061,2017-08-17,23.461332321166992,23.461332321166992,24.21999931335449,23.439332962036133,24.08066749572754,75415500,1 -1062,2017-08-18,23.16399955749512,23.16399955749512,23.600000381469727,23.053333282470703,23.527332305908203,81123000,-1 -1063,2017-08-21,22.52400016784668,22.52400016784668,23.05466651916504,22.12333297729492,23.05466651916504,97431000,-1 -1064,2017-08-22,22.75666618347168,22.75666618347168,22.81599998474121,22.4913330078125,22.742000579833984,64830000,-1 -1065,2017-08-23,23.51799964904785,23.51799964904785,23.56599998474121,22.553333282470703,22.59933280944824,74317500,0 -1066,2017-08-24,23.52866744995117,23.52866744995117,23.777332305908203,23.31599998474121,23.501333236694336,68770500,1 -1067,2017-08-25,23.203332901000977,23.203332901000977,23.71266746520996,23.15333366394043,23.61599922180176,52260000,-1 -1068,2017-08-28,23.04400062561035,23.04400062561035,23.156667709350582,22.64800071716309,23.152000427246094,56460000,1 -1069,2017-08-29,23.15733337402344,23.15733337402344,23.270000457763672,22.58333206176757,22.631999969482425,61105500,1 -1070,2017-08-30,23.545333862304688,23.545333862304688,23.564666748046875,23.13333320617676,23.31133270263672,51193500,1 -1071,2017-08-31,23.726667404174805,23.726667404174805,23.895999908447266,23.521333694458008,23.56999969482422,61092000,1 -1072,2017-09-01,23.69333267211914,23.69333267211914,23.839332580566406,23.57933235168457,23.7413330078125,45742500,-1 -1073,2017-09-05,23.30599975585937,23.30599975585937,23.69933319091797,23.05933380126953,23.58666610717773,57526500,1 -1074,2017-09-06,22.96866607666016,22.96866607666016,23.398666381835938,22.770666122436523,23.299999237060547,61371000,1 -1075,2017-09-07,23.374000549316406,23.374000549316406,23.498666763305664,22.89666748046875,23.065332412719727,63588000,-1 -1076,2017-09-08,22.8933334350586,22.8933334350586,23.318666458129883,22.81999969482422,23.266000747680664,48952500,-1 -1077,2017-09-11,24.246000289916992,24.246000289916992,24.247333526611328,23.33333206176757,23.42333221435547,115006500,-1 -1078,2017-09-12,24.183332443237305,24.183332443237305,24.583999633789062,24.02666664123535,24.29933357238769,89593500,-1 -1079,2017-09-13,24.415332794189453,24.415332794189453,24.538000106811523,23.9726676940918,24.25466728210449,62778000,-1 -1080,2017-09-14,25.176000595092773,25.176000595092773,25.19733238220215,24.17533302307129,24.288667678833008,108037500,-1 -1081,2017-09-15,25.320667266845703,25.320667266845703,25.33333206176757,24.84666633605957,24.96733283996582,81307500,1 -1082,2017-09-18,25.666667938232425,25.666667938232425,25.974000930786133,25.178667068481445,25.350000381469727,107820000,1 -1083,2017-09-19,25.00666618347168,25.00666618347168,25.49266624450684,24.90466690063477,25.33333206176757,96778500,-1 -1084,2017-09-20,24.92733383178711,24.92733383178711,25.21666717529297,24.738000869750977,24.86666679382324,73786500,-1 -1085,2017-09-21,24.43199920654297,24.43199920654297,25.121999740600582,24.30066680908203,24.99333381652832,69273000,1 -1086,2017-09-22,23.4060001373291,23.4060001373291,24.65999984741211,23.39200019836425,24.432666778564453,122391000,-1 -1087,2017-09-25,22.99933242797852,22.99933242797852,23.83133316040039,22.858667373657227,23.543333053588867,114088500,-1 -1088,2017-09-26,23.01666641235352,23.01666641235352,23.416000366210938,22.726667404174805,23.39533233642578,107344500,1 -1089,2017-09-27,22.731332778930664,22.731332778930664,23.432666778564453,22.700000762939453,23.32666778564453,90904500,-1 -1090,2017-09-28,22.63999938964844,22.63999938964844,22.850000381469727,22.36000061035156,22.658666610717773,79794000,-1 -1091,2017-09-29,22.739999771118164,22.739999771118164,22.978666305541992,22.57333374023437,22.790666580200195,76606500,1 -1092,2017-10-02,22.768667221069336,22.768667221069336,22.913333892822266,22.367332458496094,22.834667205810547,79302000,1 -1093,2017-10-03,23.209333419799805,23.209333419799805,23.23666763305664,22.0853328704834,22.3933334350586,152304000,-1 -1094,2017-10-04,23.66733360290528,23.66733360290528,23.90800094604492,23.30666732788086,23.416667938232425,122452500,1 -1095,2017-10-05,23.68866729736328,23.68866729736328,23.82933235168457,23.42333221435547,23.733333587646484,62575500,1 -1096,2017-10-06,23.79199981689453,23.79199981689453,24.00666618347168,23.483333587646484,23.540000915527344,64462500,1 -1097,2017-10-09,22.862667083740234,22.862667083740234,23.450000762939453,22.844667434692383,23.309999465942383,112405500,-1 -1098,2017-10-10,23.70599937438965,23.70599937438965,23.70866775512696,23.03533363342285,23.1200008392334,104677500,-1 -1099,2017-10-11,23.63999938964844,23.63999938964844,23.84000015258789,23.40999984741211,23.59266662597656,67512000,-1 -1100,2017-10-12,23.71199989318848,23.71199989318848,23.985332489013672,23.50933265686035,23.530000686645508,61305000,-1 -1101,2017-10-13,23.704666137695312,23.704666137695312,23.89933204650879,23.57866668701172,23.798667907714844,53107500,-1 -1102,2017-10-16,23.37333297729492,23.37333297729492,23.631999969482425,23.143999099731445,23.583999633789062,80632500,0 -1103,2017-10-17,23.71666717529297,23.71666717529297,23.74799919128418,23.33799934387207,23.393999099731445,49399500,-1 -1104,2017-10-18,23.976667404174805,23.976667404174805,24.200000762939453,23.608667373657227,23.731332778930664,74086500,-1 -1105,2017-10-19,23.45400047302246,23.45400047302246,23.809999465942383,23.21333312988281,23.70400047302246,75927000,1 -1106,2017-10-20,23.00666618347168,23.00666618347168,23.63666725158692,22.95599937438965,23.512666702270508,73956000,-1 -1107,2017-10-23,22.468000411987305,22.468000411987305,23.32999992370605,22.416667938232425,23.32533264160156,86209500,1 -1108,2017-10-24,22.48933219909668,22.48933219909668,22.85333251953125,22.4106674194336,22.58666610717773,67375500,-1 -1109,2017-10-25,21.7226676940918,21.7226676940918,22.5,21.570667266845703,22.446666717529297,128911500,-1 -1110,2017-10-26,21.744667053222656,21.744667053222656,22.01533317565918,21.546667098999023,21.85199928283692,75352500,-1 -1111,2017-10-27,21.391332626342773,21.391332626342773,21.639333724975582,21.11066627502441,21.31666755676269,104695500,-1 -1112,2017-10-30,21.338666915893555,21.338666915893555,21.5853328704834,21.14999961853028,21.27866744995117,63816000,1 -1113,2017-10-31,22.10199928283692,22.10199928283692,22.1299991607666,21.345333099365234,21.34866714477539,85084500,-1 -1114,2017-11-01,21.405332565307617,21.405332565307617,22.17399978637696,21.35066795349121,22.14999961853028,126859500,-1 -1115,2017-11-02,19.950666427612305,19.950666427612305,20.57933235168457,19.5086669921875,20.0086669921875,296871000,-1 -1116,2017-11-03,20.4060001373291,20.4060001373291,20.416667938232425,19.67533302307129,19.96666717529297,133410000,-1 -1117,2017-11-06,20.185333251953125,20.185333251953125,20.5,19.93400001525879,20.46666717529297,97290000,1 -1118,2017-11-07,20.40333366394043,20.40333366394043,20.433332443237305,20.00200080871582,20.06800079345703,79414500,1 -1119,2017-11-08,20.292667388916016,20.292667388916016,20.459333419799805,20.08666610717773,20.36666679382324,70879500,1 -1120,2017-11-09,20.19933319091797,20.19933319091797,20.297332763671875,19.753332138061523,20.166667938232425,81706500,0 -1121,2017-11-10,20.19933319091797,20.19933319091797,20.55733299255371,20.12333297729492,20.166667938232425,69381000,-1 -1122,2017-11-13,21.02666664123535,21.02666664123535,21.1200008392334,19.94066619873047,20.0086669921875,113773500,-1 -1123,2017-11-14,20.57999992370605,20.57999992370605,21.09000015258789,20.459999084472656,21.0,85141500,-1 -1124,2017-11-15,20.753332138061523,20.753332138061523,20.832666397094727,20.100000381469727,20.40066719055176,89680500,-1 -1125,2017-11-16,20.83333206176757,20.83333206176757,21.209333419799805,20.753332138061523,20.932666778564453,87331500,1 -1126,2017-11-17,21.003332138061523,21.003332138061523,21.777999877929688,20.87666702270508,21.711332321166992,206026500,1 -1127,2017-11-20,20.582666397094727,20.582666397094727,21.03333282470703,20.31666755676269,20.91933250427246,123715500,-1 -1128,2017-11-21,21.187332153320312,21.187332153320312,21.21533393859864,20.58066749572754,20.724000930786133,108919500,-1 -1129,2017-11-22,20.84000015258789,20.84000015258789,21.161333084106445,20.78933334350586,21.11800003051757,73764000,1 -1130,2017-11-24,21.036666870117188,21.036666870117188,21.0939998626709,20.733333587646484,20.91933250427246,48661500,1 -1131,2017-11-27,21.12066650390625,21.12066650390625,21.1560001373291,20.63400077819824,20.88333320617676,68338500,1 -1132,2017-11-28,21.170000076293945,21.170000076293945,21.33333206176757,20.92799949645996,21.09066772460937,74242500,-1 -1133,2017-11-29,20.502666473388672,20.502666473388672,21.200000762939453,20.082000732421875,21.15333366394043,131511000,-1 -1134,2017-11-30,20.59000015258789,20.59000015258789,20.71333312988281,20.30266761779785,20.570667266845703,65274000,-1 -1135,2017-12-01,20.435333251953125,20.435333251953125,20.6879997253418,20.33666610717773,20.362667083740234,64393500,1 -1136,2017-12-04,20.34666633605957,20.34666633605957,20.551332473754883,20.040666580200195,20.433332443237305,87526500,-1 -1137,2017-12-05,20.24666786193848,20.24666786193848,20.53333282470703,20.06666755676269,20.13333320617676,69697500,1 -1138,2017-12-06,20.88400077819824,20.88400077819824,20.892667770385746,20.0,20.00666618347168,107929500,1 -1139,2017-12-07,20.74933242797852,20.74933242797852,21.242000579833984,20.73666763305664,20.799999237060547,71709000,1 -1140,2017-12-08,21.0086669921875,21.0086669921875,21.131999969482425,20.750667572021484,20.97333335876465,52027500,1 -1141,2017-12-11,21.92733383178711,21.92733383178711,21.93400001525879,20.916667938232425,20.97533226013184,119070000,0 -1142,2017-12-12,22.735332489013672,22.735332489013672,22.762666702270508,22.00200080871582,22.030000686645508,130998000,1 -1143,2017-12-13,22.60199928283692,22.60199928283692,22.94799995422364,22.433332443237305,22.728666305541992,93322500,1 -1144,2017-12-14,22.525999069213867,22.525999069213867,23.16266632080078,22.459999084472656,22.733999252319336,86998500,1 -1145,2017-12-15,22.89666748046875,22.89666748046875,22.926666259765625,22.38400077819824,22.80266761779785,103998000,-1 -1146,2017-12-18,22.591333389282227,22.591333389282227,23.115333557128903,22.505332946777344,22.99333381652832,82143000,1 -1147,2017-12-19,22.07333374023437,22.07333374023437,22.766000747680664,22.020000457763672,22.68400001525879,102375000,1 -1148,2017-12-20,21.93199920654297,21.93199920654297,22.206666946411133,21.66933250427246,22.179332733154297,89307000,1 -1149,2017-12-21,22.11066627502441,22.11066627502441,22.24933242797852,21.81399917602539,21.9726676940918,65778000,0 -1150,2017-12-22,21.68000030517578,21.68000030517578,22.06133270263672,21.65466690063477,21.96733283996582,63237000,1 -1151,2017-12-26,21.152666091918945,21.152666091918945,21.59600067138672,21.10533332824707,21.588666915893555,65676000,1 -1152,2017-12-27,20.775999069213867,20.775999069213867,21.178667068481445,20.71666717529297,21.06666755676269,70681500,1 -1153,2017-12-28,21.02400016784668,21.02400016784668,21.05466651916504,20.63599967956543,20.78333282470703,64744500,1 -1154,2017-12-29,20.75666618347168,20.75666618347168,21.0939998626709,20.666667938232425,21.07866668701172,56658000,1 -1155,2018-01-02,21.368667602539062,21.368667602539062,21.474000930786133,20.733333587646484,20.799999237060547,65283000,-1 -1156,2018-01-03,21.14999961853028,21.14999961853028,21.683332443237305,21.036666870117188,21.39999961853028,67822500,-1 -1157,2018-01-04,20.974666595458984,20.974666595458984,21.23666763305664,20.3786678314209,20.857999801635746,149194500,-1 -1158,2018-01-05,21.10533332824707,21.10533332824707,21.14933204650879,20.799999237060547,21.107999801635746,68868000,-1 -1159,2018-01-08,22.42733383178711,22.42733383178711,22.468000411987305,21.03333282470703,21.06666755676269,147891000,1 -1160,2018-01-09,22.246000289916992,22.246000289916992,22.58666610717773,21.82666778564453,22.3439998626709,107199000,1 -1161,2018-01-10,22.31999969482422,22.31999969482422,22.46666717529297,22.0,22.14666748046875,64648500,1 -1162,2018-01-11,22.530000686645508,22.530000686645508,22.98733329772949,22.21733283996582,22.34933280944824,99682500,1 -1163,2018-01-12,22.4146671295166,22.4146671295166,22.694000244140625,22.244667053222656,22.57533264160156,72376500,1 -1164,2018-01-16,22.67066764831543,22.67066764831543,23.0,22.31999969482422,22.502666473388672,97114500,1 -1165,2018-01-17,23.143999099731445,23.143999099731445,23.26666641235352,22.64999961853028,22.69799995422364,106552500,1 -1166,2018-01-18,22.971332550048828,22.971332550048828,23.48666763305664,22.916000366210938,23.044666290283203,85287000,1 -1167,2018-01-19,23.334667205810547,23.334667205810547,23.37266731262207,22.84000015258789,23.0,73324500,1 -1168,2018-01-22,23.437332153320312,23.437332153320312,23.85533332824707,23.280000686645508,23.293333053588867,93156000,0 -1169,2018-01-23,23.519332885742188,23.519332885742188,24.03333282470703,23.39999961853028,24.0,81981000,1 -1170,2018-01-24,23.05933380126953,23.05933380126953,23.64999961853028,22.90133285522461,23.6386661529541,79312500,1 -1171,2018-01-25,22.50933265686035,22.50933265686035,23.280000686645508,22.426666259765625,23.218000411987305,101104500,-1 -1172,2018-01-26,22.856666564941406,22.856666564941406,22.933332443237305,22.38066673278809,22.76666641235352,68091000,-1 -1173,2018-01-29,23.302000045776367,23.302000045776367,23.38999938964844,22.552000045776367,22.656667709350582,71206500,1 -1174,2018-01-30,23.05466651916504,23.05466651916504,23.218000411987305,22.81133270263672,23.00933265686035,70765500,-1 -1175,2018-01-31,23.62066650390625,23.62066650390625,23.746000289916992,23.012666702270508,23.16733360290528,93211500,-1 -1176,2018-02-01,23.28333282470703,23.28333282470703,23.977333068847656,23.242000579833984,23.39999961853028,62965500,1 -1177,2018-02-02,22.916667938232425,22.916667938232425,23.46333312988281,22.700666427612305,23.22933387756348,55572000,1 -1178,2018-02-05,22.20866775512696,22.20866775512696,22.96466636657715,22.200000762939453,22.531333923339844,66961500,1 -1179,2018-02-06,22.264667510986328,22.264667510986328,22.4146671295166,21.56666755676269,21.680667877197266,76326000,1 -1180,2018-02-07,23.0,23.0,23.06666755676269,22.37733268737793,22.59933280944824,104538000,1 -1181,2018-02-08,21.01533317565918,21.01533317565918,23.2413330078125,20.97333335876465,22.88733291625977,154719000,1 -1182,2018-02-09,20.69466781616211,20.69466781616211,21.398666381835938,19.65066719055176,21.32866668701172,194005500,-1 -1183,2018-02-12,21.048667907714844,21.048667907714844,21.2053337097168,20.416667938232425,21.07533264160156,93417000,-1 -1184,2018-02-13,21.577333450317383,21.577333450317383,21.612667083740234,20.833999633789062,21.001333236694336,68403000,0 -1185,2018-02-14,21.48733329772949,21.48733329772949,21.744667053222656,21.23466682434082,21.389333724975582,59260500,-1 -1186,2018-02-15,22.271333694458008,22.271333694458008,22.274667739868164,21.49333381652832,21.63333320617676,88693500,0 -1187,2018-02-16,22.36599922180176,22.36599922180176,22.87466621398925,22.10933303833008,22.166667938232425,84639000,-1 -1188,2018-02-20,22.31800079345703,22.31800079345703,22.7226676940918,22.100000381469727,22.29800033569336,60141000,1 -1189,2018-02-21,22.21999931335449,22.21999931335449,22.645999908447266,22.211332321166992,22.402000427246094,48294000,-1 -1190,2018-02-22,23.077999114990234,23.077999114990234,23.16266632080078,22.31666755676269,22.368667602539062,104547000,1 -1191,2018-02-23,23.46999931335449,23.46999931335449,23.666000366210938,23.13999938964844,23.18866729736328,87261000,1 -1192,2018-02-26,23.827999114990234,23.827999114990234,23.933332443237305,23.49066734313965,23.56666755676269,65100000,0 -1193,2018-02-27,23.39933204650879,23.39933204650879,23.99933242797852,23.333999633789062,23.75,71961000,0 -1194,2018-02-28,22.87066650390625,22.87066650390625,23.682666778564453,22.814666748046875,23.50466728210449,91045500,1 -1195,2018-03-01,22.062000274658203,22.062000274658203,23.244667053222656,22.00466728210449,23.000667572021484,103284000,1 -1196,2018-03-02,22.341333389282227,22.341333389282227,22.347999572753903,21.531333923339844,21.798667907714844,76392000,1 -1197,2018-03-05,22.22333335876465,22.22333335876465,22.51666641235352,21.952667236328125,22.159332275390625,57357000,-1 -1198,2018-03-06,21.8799991607666,21.8799991607666,22.42466735839844,21.802000045776367,22.25,64285500,1 -1199,2018-03-07,22.15333366394043,22.15333366394043,22.166667938232425,21.44933319091797,21.69599914550781,75109500,1 -1200,2018-03-08,21.940000534057617,21.940000534057617,22.21999931335449,21.751333236694336,22.19066619873047,53493000,-1 -1201,2018-03-09,21.81133270263672,21.81133270263672,21.89933204650879,21.4913330078125,21.606666564941406,82602000,-1 -1202,2018-03-12,23.03400039672852,23.03400039672852,23.1473331451416,21.76666641235352,21.90733337402344,123960000,1 -1203,2018-03-13,22.78933334350586,22.78933334350586,23.1473331451416,21.76666641235352,21.90733337402344,89487000,1 -1204,2018-03-14,21.775333404541016,21.775333404541016,22.65399932861328,21.595333099365234,22.450666427612305,119511000,-1 -1205,2018-03-15,21.706666946411133,21.706666946411133,22.190000534057617,21.406667709350582,21.95866775512696,98472000,1 -1206,2018-03-16,21.42333221435547,21.42333221435547,21.82666778564453,21.271333694458008,21.52866744995117,91759500,-1 -1207,2018-03-19,20.90399932861328,20.90399932861328,21.38333320617676,20.64466667175293,21.100000381469727,112264500,-1 -1208,2018-03-20,20.703332901000977,20.703332901000977,21.08333206176757,20.583999633789062,20.9913330078125,71464500,-1 -1209,2018-03-21,21.10199928283692,21.10199928283692,21.496000289916992,20.679332733154297,20.683332443237305,89376000,-1 -1210,2018-03-22,20.606666564941406,20.606666564941406,21.25466728210449,20.545333862304688,20.926000595092773,74097000,1 -1211,2018-03-23,20.1026668548584,20.1026668548584,20.75,20.030000686645508,20.75,99823500,-1 -1212,2018-03-26,20.27866744995117,20.27866744995117,20.506000518798828,19.42399978637696,20.48933219909668,125628000,-1 -1213,2018-03-27,18.61199951171875,18.61199951171875,20.284666061401367,18.478666305541992,20.26666641235352,208080000,-1 -1214,2018-03-28,17.185333251953125,17.185333251953125,17.91200065612793,16.80666732788086,17.6386661529541,315021000,-1 -1215,2018-03-29,17.742000579833984,17.742000579833984,18.06399917602539,16.547332763671875,17.099332809448242,227560500,-1 -1216,2018-04-02,16.832000732421875,16.832000732421875,17.35533332824707,16.305999755859375,17.083999633789062,241710000,-1 -1217,2018-04-03,17.8353328704834,17.8353328704834,18.22333335876465,16.965999603271484,17.988000869750977,282666000,-1 -1218,2018-04-04,19.12933349609375,19.12933349609375,19.224666595458984,16.799999237060547,16.851999282836914,298450500,-1 -1219,2018-04-05,20.381332397460938,20.381332397460938,20.41733360290528,19.21333312988281,19.28933334350586,286816500,-1 -1220,2018-04-06,19.953332901000977,19.953332901000977,20.618667602539062,19.700000762939453,20.06666755676269,202804500,-1 -1221,2018-04-09,19.310667037963867,19.310667037963867,20.63333320617676,19.28066635131836,20.024667739868164,153747000,-1 -1222,2018-04-10,20.31333351135254,20.31333351135254,20.47333335876465,19.57866668701172,19.93133354187012,164847000,-1 -1223,2018-04-11,20.062000274658203,20.062000274658203,20.59866714477539,19.977333068847656,20.04933357238769,112243500,-1 -1224,2018-04-12,19.60533332824707,19.60533332824707,20.26333236694336,19.57866668701172,20.15466690063477,114132000,-1 -1225,2018-04-13,20.022666931152344,20.022666931152344,20.26333236694336,19.73200035095215,20.239999771118164,109908000,-1 -1226,2018-04-16,19.41399955749512,19.41399955749512,19.977333068847656,19.267332077026367,19.933332443237305,95077500,-1 -1227,2018-04-17,19.179332733154297,19.179332733154297,19.47800064086914,18.833999633789062,19.257999420166016,105000000,-1 -1228,2018-04-18,19.55666732788086,19.55666732788086,20.016000747680664,19.21066665649414,19.405332565307617,98365500,-1 -1229,2018-04-19,20.005332946777344,20.005332946777344,20.067333221435547,19.23666763305664,19.405332565307617,91359000,1 -1230,2018-04-20,19.34933280944824,19.34933280944824,19.998666763305664,19.31666755676269,19.67799949645996,84418500,-1 -1231,2018-04-23,18.891332626342773,18.891332626342773,19.44133377075196,18.82200050354004,19.41933250427246,73401000,1 -1232,2018-04-24,18.8973331451416,18.8973331451416,19.139333724975582,18.56399917602539,19.0,85279500,1 -1233,2018-04-25,18.71266746520996,18.71266746520996,19.01066780090332,18.483333587646484,18.89999961853028,60204000,1 -1234,2018-04-26,19.03199958801269,19.03199958801269,19.05266761779785,18.433332443237305,18.58333206176757,65340000,-1 -1235,2018-04-27,19.60533332824707,19.60533332824707,19.631332397460938,18.92200088500977,19.024667739868164,65469000,-1 -1236,2018-04-30,19.59333229064941,19.59333229064941,19.915332794189453,19.5,19.573999404907227,63423000,-1 -1237,2018-05-01,19.994667053222656,19.994667053222656,20.05466651916504,19.54800033569336,19.567333221435547,69384000,-1 -1238,2018-05-02,20.07666778564453,20.07666778564453,20.456666946411133,19.85199928283692,19.90466690063477,134556000,-1 -1239,2018-05-03,18.96333312988281,18.96333312988281,19.202667236328125,18.34866714477539,18.586000442504883,260281500,-1 -1240,2018-05-04,19.606000900268555,19.606000900268555,19.790666580200195,18.634666442871094,18.86666679382324,128541000,-1 -1241,2018-05-07,20.18466758728028,20.18466758728028,20.3973331451416,19.67799949645996,19.83333206176757,130173000,-1 -1242,2018-05-08,20.131332397460938,20.131332397460938,20.51666641235352,19.933332443237305,20.053333282470703,88950000,1 -1243,2018-05-09,20.456666946411133,20.456666946411133,20.46733283996582,20.003332138061523,20.027332305908203,85911000,-1 -1244,2018-05-10,20.334667205810547,20.334667205810547,20.86599922180176,20.27400016784668,20.5,84774000,-1 -1245,2018-05-11,20.070667266845703,20.070667266845703,20.59199905395508,19.93866729736328,20.51333236694336,70194000,-1 -1246,2018-05-14,19.46466636657715,19.46466636657715,20.32933235168457,19.44133377075196,20.221332550048828,109302000,-1 -1247,2018-05-15,18.94533348083496,18.94533348083496,19.13066673278809,18.700000762939453,19.000667572021484,142788000,-1 -1248,2018-05-16,19.09866714477539,19.09866714477539,19.253999710083008,18.770666122436523,18.92200088500977,85110000,-1 -1249,2018-05-17,18.96933364868164,18.96933364868164,19.279333114624023,18.93133354187012,19.059999465942383,66309000,1 -1250,2018-05-18,18.454666137695312,18.454666137695312,18.976667404174805,18.26666641235352,18.976667404174805,108778500,1 -1251,2018-05-21,18.965999603271484,18.965999603271484,19.432666778564453,18.753332138061523,18.755332946777344,137739000,-1 -1252,2018-05-22,18.333999633789062,18.333999633789062,19.200000762939453,18.22800064086914,19.18400001525879,134187000,1 -1253,2018-05-23,18.60466766357422,18.60466766357422,18.6606674194336,18.26666641235352,18.517332077026367,89776500,1 -1254,2018-05-24,18.523332595825195,18.523332595825195,18.74066734313965,18.326000213623047,18.559999465942383,62650500,-1 -1255,2018-05-25,18.59000015258789,18.59000015258789,18.642667770385746,18.374000549316406,18.5086669921875,58126500,-1 -1256,2018-05-29,18.91733360290528,18.91733360290528,19.100000381469727,18.40999984741211,18.567333221435547,84999000,-1 -1257,2018-05-30,19.44799995422364,19.44799995422364,19.66733360290528,18.773332595825195,18.88599967956543,112345500,-1 -1258,2018-05-31,18.98200035095215,18.98200035095215,19.357999801635746,18.86199951171875,19.1473331451416,88795500,-1 -1259,2018-06-01,19.454666137695312,19.454666137695312,19.46333312988281,18.922666549682617,19.05733299255371,81366000,-1 -1260,2018-06-04,19.78266716003418,19.78266716003418,19.933332443237305,19.56999969482422,19.62266731262207,71967000,-1 -1261,2018-06-05,19.408666610717773,19.408666610717773,19.85333251953125,19.11599922180176,19.84666633605957,89928000,-1 -1262,2018-06-06,21.299999237060547,21.299999237060547,21.47800064086914,19.832000732421875,20.03333282470703,281509500,1 -1263,2018-06-07,21.07266616821289,21.07266616821289,22.0,20.905332565307617,21.07666778564453,215179500,-1 -1264,2018-06-08,21.17733383178711,21.17733383178711,21.631999969482425,21.1433334350586,21.26666641235352,123078000,1 -1265,2018-06-11,22.13999938964844,22.13999938964844,22.310667037963867,21.5,21.500667572021484,197752500,1 -1266,2018-06-12,22.851333618164062,22.851333618164062,23.6646671295166,22.53333282470703,22.979999542236328,335211000,-1 -1267,2018-06-13,22.985332489013672,22.985332489013672,23.14666748046875,22.65333366394043,23.11400032043457,142047000,-1 -1268,2018-06-14,23.847999572753903,23.847999572753903,23.916667938232425,23.106666564941406,23.17533302307129,164715000,1 -1269,2018-06-15,23.87800025939941,23.87800025939941,24.31133270263672,23.416667938232425,23.589332580566406,162724500,1 -1270,2018-06-18,24.722000122070312,24.722000122070312,24.915332794189453,23.63333320617676,23.69333267211914,181098000,1 -1271,2018-06-19,23.503332138061523,23.503332138061523,24.666667938232425,23.08333206176757,24.3439998626709,191428500,-1 -1272,2018-06-20,24.14800071716309,24.14800071716309,24.29199981689453,23.46666717529297,23.86933326721192,125755500,-1 -1273,2018-06-21,23.16733360290528,23.16733360290528,24.41399955749512,23.084667205810547,24.13333320617676,119506500,-1 -1274,2018-06-22,22.242000579833984,22.242000579833984,23.483333587646484,22.13333320617676,23.43600082397461,153991500,-1 -1275,2018-06-25,22.200666427612305,22.200666427612305,22.564666748046875,21.83333206176757,22.007999420166016,103969500,-1 -1276,2018-06-26,22.799999237060547,22.799999237060547,22.90333366394043,21.71999931335449,22.40333366394043,111787500,-1 -1277,2018-06-27,22.96666717529297,22.96666717529297,23.38599967956543,22.63333320617676,23.0,125005500,-1 -1278,2018-06-28,23.32866668701172,23.32866668701172,23.801332473754883,23.073999404907227,23.24399948120117,125970000,-1 -1279,2018-06-29,22.86333274841309,22.86333274841309,23.59066772460937,22.827333450317383,23.55533218383789,97386000,-1 -1280,2018-07-02,22.33799934387207,22.33799934387207,24.318666458129883,21.989999771118164,24.00466728210449,281397000,1 -1281,2018-07-03,20.724000930786133,20.724000930786133,22.166000366210938,20.645999908447266,22.11666679382324,184239000,-1 -1282,2018-07-05,20.61066627502441,20.61066627502441,20.959333419799805,19.74799919128418,20.91733360290528,262146000,-1 -1283,2018-07-06,20.59333229064941,20.59333229064941,20.80466651916504,20.13333320617676,20.32999992370605,132982500,-1 -1284,2018-07-09,21.233999252319336,21.233999252319336,21.23466682434082,20.53333282470703,20.79933357238769,113952000,-1 -1285,2018-07-10,21.49799919128418,21.49799919128418,21.845333099365234,21.280000686645508,21.63733291625977,142072500,1 -1286,2018-07-11,21.263999938964844,21.263999938964844,21.46266746520996,21.00466728210449,21.053333282470703,73261500,1 -1287,2018-07-12,21.11400032043457,21.11400032043457,21.548667907714844,20.851333618164062,21.428667068481445,85818000,1 -1288,2018-07-13,21.257999420166016,21.257999420166016,21.30533218383789,20.61666679382324,21.038667678833008,88047000,1 -1289,2018-07-16,20.67333221435547,20.67333221435547,21.01066780090332,20.416667938232425,20.78066635131836,117280500,-1 -1290,2018-07-17,21.512666702270508,21.512666702270508,21.64933204650879,20.56666755676269,20.58733367919922,104943000,1 -1291,2018-07-18,21.59000015258789,21.59000015258789,21.700000762939453,21.08333206176757,21.666667938232425,84363000,-1 -1292,2018-07-19,21.34866714477539,21.34866714477539,21.56933212280273,20.93400001525879,21.088666915893555,88729500,-1 -1293,2018-07-20,20.905332565307617,20.905332565307617,21.54933357238769,20.78066635131836,21.415332794189453,77433000,-1 -1294,2018-07-23,20.21333312988281,20.21333312988281,20.36666679382324,19.52400016784668,20.12266731262207,164893500,-1 -1295,2018-07-24,19.82866668701172,19.82866668701172,20.514667510986328,19.503332138061523,20.294666290283203,143862000,-1 -1296,2018-07-25,20.582666397094727,20.582666397094727,20.641332626342773,19.63333320617676,19.78266716003418,106131000,-1 -1297,2018-07-26,20.44333267211914,20.44333267211914,20.71333312988281,20.24266624450684,20.32333374023437,69457500,0 -1298,2018-07-27,19.812000274658203,19.812000274658203,20.512666702270508,19.689332962036133,20.483333587646484,85549500,-1 -1299,2018-07-30,19.344667434692383,19.344667434692383,19.739999771118164,19.07533264160156,19.726667404174805,102211500,-1 -1300,2018-07-31,19.8759994506836,19.8759994506836,19.88800048828125,19.271333694458008,19.483333587646484,76153500,1 -1301,2018-08-01,20.05599975585937,20.05599975585937,20.200000762939453,19.53333282470703,19.86599922180176,151941000,1 -1302,2018-08-02,23.30266761779785,23.30266761779785,23.332666397094727,21.54400062561035,21.895999908447266,348225000,1 -1303,2018-08-03,23.211332321166992,23.211332321166992,23.666667938232425,22.8353328704834,23.187332153320312,204847500,-1 -1304,2018-08-06,22.79933357238769,22.79933357238769,23.665332794189453,22.788000106811523,23.03066635131836,128464500,1 -1305,2018-08-07,25.30466651916504,25.30466651916504,25.83066749572754,22.61000061035156,22.922666549682617,463137000,-1 -1306,2018-08-08,24.689332962036133,24.689332962036133,25.50933265686035,24.474666595458984,24.606000900268555,368568000,-1 -1307,2018-08-09,23.49666786193848,23.49666786193848,24.46733283996582,23.048667907714844,24.3700008392334,257757000,-1 -1308,2018-08-10,23.69933319091797,23.69933319091797,24.0,23.06666755676269,23.600000381469727,173280000,-1 -1309,2018-08-13,23.76066780090332,23.76066780090332,24.21266746520996,23.26799964904785,24.07533264160156,156958500,-1 -1310,2018-08-14,23.176000595092773,23.176000595092773,23.946666717529297,23.13999938964844,23.89666748046875,104796000,-1 -1311,2018-08-15,22.57933235168457,22.57933235168457,22.965999603271484,22.142667770385746,22.79400062561035,136519500,-1 -1312,2018-08-16,22.36333274841309,22.36333274841309,22.818666458129883,22.25466728210449,22.6606674194336,90960000,-1 -1313,2018-08-17,20.36666679382324,20.36666679382324,21.784666061401367,20.235332489013672,21.56666755676269,284379000,-1 -1314,2018-08-20,20.562667846679688,20.562667846679688,20.56666755676269,19.21333312988281,19.446666717529297,261034500,-1 -1315,2018-08-21,21.459999084472656,21.459999084472656,21.652666091918945,20.600000381469727,20.707332611083984,197583000,-1 -1316,2018-08-22,21.44266700744629,21.44266700744629,21.59199905395508,20.97800064086914,21.391332626342773,89190000,-1 -1317,2018-08-23,21.34000015258789,21.34000015258789,21.821332931518555,21.206666946411133,21.275999069213867,77209500,1 -1318,2018-08-24,21.521333694458008,21.521333694458008,21.59000015258789,21.293333053588867,21.3799991607666,54039000,-1 -1319,2018-08-27,21.284666061401367,21.284666061401367,21.496000289916992,20.58733367919922,21.200000762939453,196189500,-1 -1320,2018-08-28,20.790666580200195,20.790666580200195,21.2586669921875,20.746000289916992,21.227333068847656,114736500,-1 -1321,2018-08-29,20.333999633789062,20.333999633789062,20.790000915527344,20.246000289916992,20.68466758728028,111711000,-1 -1322,2018-08-30,20.209999084472656,20.209999084472656,20.30666732788086,19.847999572753903,20.15066719055176,108250500,-1 -1323,2018-08-31,20.11066627502441,20.11066627502441,20.35400009155273,19.906667709350582,20.13333320617676,80626500,-1 -1324,2018-09-04,19.26333236694336,19.26333236694336,19.87933349609375,19.200000762939453,19.79599952697754,125257500,-1 -1325,2018-09-05,18.715999603271484,18.715999603271484,19.118667602539062,18.478666305541992,19.003332138061523,115812000,-1 -1326,2018-09-06,18.729999542236328,18.729999542236328,19.411333084106445,18.59199905395508,18.98666763305664,112212000,-1 -1327,2018-09-07,17.549333572387695,17.549333572387695,17.889999389648438,16.816667556762695,17.34000015258789,337378500,-1 -1328,2018-09-10,19.03333282470703,19.03333282470703,19.068666458129883,18.06666755676269,18.21733283996582,214252500,-1 -1329,2018-09-11,18.62933349609375,18.62933349609375,18.799999237060547,18.23666763305664,18.631332397460938,137550000,-1 -1330,2018-09-12,19.36933326721192,19.36933326721192,19.5,18.57666778564453,18.762666702270508,150231000,-1 -1331,2018-09-13,19.297332763671875,19.297332763671875,19.666667938232425,19.011999130249023,19.20133209228516,95104500,-1 -1332,2018-09-14,19.68000030517578,19.68000030517578,19.82200050354004,19.101333618164062,19.250667572021484,101484000,1 -1333,2018-09-17,19.6560001373291,19.6560001373291,20.058000564575195,19.20866775512696,19.336000442504883,103314000,-1 -1334,2018-09-18,18.997333526611328,18.997333526611328,20.176000595092773,18.36666679382324,19.779333114624023,248212500,-1 -1335,2018-09-19,19.93466758728028,19.93466758728028,20.0,18.700000762939453,18.700666427612305,124423500,-1 -1336,2018-09-20,19.8886661529541,19.8886661529541,20.398666381835938,19.55533218383789,20.23733329772949,110241000,1 -1337,2018-09-21,19.940000534057617,19.940000534057617,20.038667678833008,19.69133377075196,19.84666633605957,75757500,1 -1338,2018-09-24,19.978666305541992,19.978666305541992,20.200000762939453,19.57200050354004,19.898666381835938,72645000,-1 -1339,2018-09-25,20.06599998474121,20.06599998474121,20.30666732788086,19.76666641235352,20.0,67225500,1 -1340,2018-09-26,20.6386661529541,20.6386661529541,20.926000595092773,20.073999404907227,20.12733268737793,117648000,1 -1341,2018-09-27,20.501333236694336,20.501333236694336,20.997333526611328,20.46066665649414,20.86000061035156,127636500,-1 -1342,2018-09-28,17.65133285522461,17.65133285522461,18.53333282470703,17.37066650390625,18.017332077026367,504745500,-1 -1343,2018-10-01,20.71333312988281,20.71333312988281,20.762666702270508,20.06999969482422,20.384666442871094,326664000,1 -1344,2018-10-02,20.06800079345703,20.06800079345703,21.12266731262207,19.94333267211914,20.93000030517578,176152500,-1 -1345,2018-10-03,19.65333366394043,19.65333366394043,20.30666732788086,19.4379997253418,20.222000122070312,119925000,-1 -1346,2018-10-04,18.788667678833008,18.788667678833008,19.600000381469727,18.51133346557617,19.59666633605957,147213000,-1 -1347,2018-10-05,17.463333129882812,17.463333129882812,18.32533264160156,17.333332061767578,18.309999465942383,269167500,-1 -1348,2018-10-08,16.70400047302246,16.70400047302246,17.85066795349121,16.600000381469727,17.634666442871094,202090500,-1 -1349,2018-10-09,17.520000457763672,17.520000457763672,17.784666061401367,16.886667251586914,17.016666412353516,180909000,-1 -1350,2018-10-10,17.125333786010742,17.125333786010742,17.700666427612305,16.51799964904785,17.640666961669922,192229500,-1 -1351,2018-10-11,16.815332412719727,16.815332412719727,17.483333587646484,16.601999282836914,17.16866683959961,122515500,-1 -1352,2018-10-12,17.25200080871582,17.25200080871582,17.465999603271484,16.80066680908203,17.399999618530273,108021000,1 -1353,2018-10-15,17.305999755859375,17.305999755859375,17.552000045776367,16.96933364868164,17.270666122436523,93000000,1 -1354,2018-10-16,18.439332962036133,18.439332962036133,18.492000579833984,17.482667922973633,17.713333129882812,142896000,-1 -1355,2018-10-17,18.118667602539062,18.118667602539062,18.84666633605957,17.719999313354492,18.82666778564453,129832500,1 -1356,2018-10-18,17.5939998626709,17.5939998626709,18.06666755676269,17.53333282470703,17.952667236328125,81318000,1 -1357,2018-10-19,17.333332061767578,17.333332061767578,17.977333068847656,16.899999618530273,17.826000213623047,140632500,-1 -1358,2018-10-22,17.39666748046875,17.39666748046875,17.457332611083984,16.839332580566406,17.3786678314209,84004500,-1 -1359,2018-10-23,19.60933303833008,19.60933303833008,19.86199951171875,17.47333335876465,17.591333389282227,285417000,1 -1360,2018-10-24,19.233333587646484,19.233333587646484,20.29599952697754,19.048667907714844,20.06999969482422,300874500,1 -1361,2018-10-25,20.99066734313965,20.99066734313965,21.39999961853028,20.067333221435547,21.14800071716309,312610500,1 -1362,2018-10-26,22.059999465942383,22.059999465942383,22.65999984741211,20.44333267211914,20.549999237060547,411382500,-1 -1363,2018-10-29,22.32333374023437,22.32333374023437,23.143999099731445,21.76666641235352,22.49799919128418,217290000,1 -1364,2018-10-30,21.99333381652832,21.99333381652832,22.52666664123535,21.483999252319336,21.892667770385746,136900500,-1 -1365,2018-10-31,22.488000869750977,22.488000869750977,22.799999237060547,21.940000534057617,22.16933250427246,114364500,-1 -1366,2018-11-01,22.95199966430664,22.95199966430664,23.189332962036133,22.315332412719727,22.55066680908203,120001500,1 -1367,2018-11-02,23.0939998626709,23.0939998626709,23.280000686645508,22.727333068847656,22.916000366210938,117120000,1 -1368,2018-11-05,22.76000022888184,22.76000022888184,22.930667877197266,22.00933265686035,22.700000762939453,117465000,-1 -1369,2018-11-06,22.73733329772949,22.73733329772949,23.253332138061523,22.4060001373291,22.60466766357422,101443500,-1 -1370,2018-11-07,23.21066665649414,23.21066665649414,23.41200065612793,22.71999931335449,22.889333724975582,110617500,1 -1371,2018-11-08,23.426666259765625,23.426666259765625,23.838666915893555,23.22933387756348,23.233333587646484,106360500,1 -1372,2018-11-09,23.367332458496094,23.367332458496094,23.600000381469727,23.01533317565918,23.26666641235352,76482000,1 -1373,2018-11-12,22.0853328704834,22.0853328704834,23.318666458129883,22.022666931152344,23.224666595458984,104122500,1 -1374,2018-11-13,22.582000732421875,22.582000732421875,22.979999542236328,22.14666748046875,22.21066665649414,81729000,-1 -1375,2018-11-14,22.933332443237305,22.933332443237305,23.14066696166992,22.476667404174805,22.84666633605957,75604500,-1 -1376,2018-11-15,23.22933387756348,23.22933387756348,23.238666534423828,22.6026668548584,22.82200050354004,69385500,1 -1377,2018-11-16,23.62066650390625,23.62066650390625,23.71333312988281,23.007999420166016,23.012666702270508,108093000,-1 -1378,2018-11-19,23.564666748046875,23.564666748046875,24.450000762939453,23.525333404541016,23.756000518798828,145633500,1 -1379,2018-11-20,23.166000366210938,23.166000366210938,23.31999969482422,22.23666763305664,22.78333282470703,120070500,1 -1380,2018-11-21,22.54599952697754,22.54599952697754,23.540000915527344,22.49333381652832,23.46666717529297,70302000,1 -1381,2018-11-23,21.722000122070312,21.722000122070312,22.5,21.703332901000977,22.290000915527344,63039000,0 -1382,2018-11-26,23.06666755676269,23.06666755676269,23.08133316040039,21.666667938232425,21.666667938232425,119881500,-1 -1383,2018-11-27,22.92799949645996,22.92799949645996,23.13066673278809,22.36666679382324,22.670000076293945,95374500,-1 -1384,2018-11-28,23.19133377075196,23.19133377075196,23.21866607666016,22.81399917602539,23.06599998474121,61914000,-1 -1385,2018-11-29,22.744667053222656,22.744667053222656,23.166667938232425,22.63666725158692,23.13333320617676,46210500,1 -1386,2018-11-30,23.365333557128903,23.365333557128903,23.440000534057617,22.55066680908203,22.788667678833008,84436500,-1 -1387,2018-12-03,23.89933204650879,23.89933204650879,24.39999961853028,23.46666717529297,24.0,124597500,1 -1388,2018-12-04,23.979999542236328,23.979999542236328,24.57866668701172,23.46666717529297,23.73666763305664,126928500,1 -1389,2018-12-06,24.20400047302246,24.20400047302246,24.492000579833984,23.38400077819824,23.733999252319336,117637500,1 -1390,2018-12-07,23.86466789245605,23.86466789245605,25.29933357238769,23.84333229064941,24.600000381469727,172668000,1 -1391,2018-12-10,24.34333229064941,24.34333229064941,24.398666381835938,23.541332244873047,24.0,99202500,1 -1392,2018-12-11,24.450666427612305,24.450666427612305,24.81133270263672,24.01533317565918,24.6606674194336,94632000,-1 -1393,2018-12-12,24.440000534057617,24.440000534057617,24.79400062561035,24.3439998626709,24.62800025939941,75405000,1 -1394,2018-12-13,25.11933326721192,25.11933326721192,25.16266632080078,24.450000762939453,24.676666259765625,110488500,1 -1395,2018-12-14,24.38066673278809,24.38066673278809,25.19133377075196,24.288667678833008,25.0,95064000,-1 -1396,2018-12-17,23.22800064086914,23.22800064086914,24.3799991607666,22.92533302307129,24.13333320617676,115110000,-1 -1397,2018-12-18,22.46866607666016,22.46866607666016,23.43666648864746,22.246000289916992,23.36933326721192,106500000,-1 -1398,2018-12-19,22.19799995422364,22.19799995422364,23.13400077819824,21.98266792297364,22.50666618347168,124113000,-1 -1399,2018-12-20,21.025333404541016,21.025333404541016,22.019332885742188,20.791332244873047,21.803333282470703,136078500,1 -1400,2018-12-21,21.31800079345703,21.31800079345703,21.564666748046875,20.82933235168457,21.15999984741211,120252000,1 -1401,2018-12-24,19.69266700744629,19.69266700744629,20.96666717529297,19.68000030517578,20.89999961853028,83398500,-1 -1402,2018-12-26,21.73933219909668,21.73933219909668,21.79800033569336,19.606000900268555,20.0,122446500,1 -1403,2018-12-27,21.07533264160156,21.07533264160156,21.47800064086914,20.100000381469727,21.32266616821289,128626500,-1 -1404,2018-12-28,22.257999420166016,22.257999420166016,22.416000366210938,21.227333068847656,21.540000915527344,149085000,1 -1405,2018-12-31,22.18666648864746,22.18666648864746,22.61400032043457,21.68400001525879,22.519332885742188,94534500,-1 -1406,2019-01-02,20.67466735839844,20.67466735839844,21.0086669921875,19.920000076293945,20.406667709350582,174879000,-1 -1407,2019-01-03,20.02400016784668,20.02400016784668,20.62666702270508,19.82533264160156,20.46666717529297,104478000,-1 -1408,2019-01-04,21.179332733154297,21.179332733154297,21.200000762939453,20.18199920654297,20.39999961853028,110911500,-1 -1409,2019-01-07,22.33066749572754,22.33066749572754,22.44933319091797,21.183332443237305,21.44799995422364,113268000,1 -1410,2019-01-08,22.356666564941406,22.356666564941406,22.93400001525879,21.801332473754883,22.797332763671875,105127500,1 -1411,2019-01-09,22.568666458129883,22.568666458129883,22.89999961853028,22.097999572753903,22.36666679382324,81493500,-1 -1412,2019-01-10,22.99799919128418,22.99799919128418,23.025999069213867,22.11933326721192,22.293333053588867,90846000,-1 -1413,2019-01-11,23.15066719055176,23.15066719055176,23.227333068847656,22.584667205810547,22.80599975585937,75586500,1 -1414,2019-01-14,22.293333053588867,22.293333053588867,22.83333206176757,22.26666641235352,22.82533264160156,78709500,1 -1415,2019-01-15,22.96199989318848,22.96199989318848,23.253332138061523,22.299999237060547,22.33333206176757,90849000,1 -1416,2019-01-16,23.06999969482422,23.06999969482422,23.46666717529297,22.89999961853028,22.985332489013672,70375500,1 -1417,2019-01-17,23.15399932861328,23.15399932861328,23.433332443237305,22.94333267211914,23.08066749572754,55150500,-1 -1418,2019-01-18,20.15066719055176,20.15066719055176,21.808666229248047,19.98200035095215,21.53333282470703,362262000,-1 -1419,2019-01-22,19.92799949645996,19.92799949645996,20.53333282470703,19.700000762939453,20.321332931518555,181000500,-1 -1420,2019-01-23,19.172666549682617,19.172666549682617,19.63333320617676,18.779333114624023,19.5,187950000,-1 -1421,2019-01-24,19.43400001525879,19.43400001525879,19.57866668701172,18.618667602539062,18.868667602539062,120183000,-1 -1422,2019-01-25,19.80266761779785,19.80266761779785,19.90133285522461,19.303333282470703,19.6259994506836,108744000,-1 -1423,2019-01-28,19.7586669921875,19.7586669921875,19.83066749572754,19.183332443237305,19.527332305908203,96349500,-1 -1424,2019-01-29,19.83066749572754,19.83066749572754,19.90399932861328,19.453332901000977,19.68466758728028,69325500,1 -1425,2019-01-30,20.584667205810547,20.584667205810547,20.600000381469727,19.89933204650879,20.030000686645508,168754500,1 -1426,2019-01-31,20.468000411987305,20.468000411987305,20.770666122436523,19.600000381469727,20.06666755676269,188538000,-1 -1427,2019-02-01,20.81399917602539,20.81399917602539,21.07333374023437,20.233333587646484,20.3613338470459,109251000,-1 -1428,2019-02-04,20.85933303833008,20.85933303833008,21.020000457763672,20.125333786010746,20.865333557128903,110281500,-1 -1429,2019-02-05,21.42333221435547,21.42333221435547,21.496000289916992,20.81666755676269,20.832666397094727,101142000,-1 -1430,2019-02-06,21.14800071716309,21.14800071716309,21.61599922180176,21.041332244873047,21.30599975585937,75577500,-1 -1431,2019-02-07,20.500667572021484,20.500667572021484,20.979999542236328,20.200000762939453,20.88666725158692,97809000,-1 -1432,2019-02-08,20.38666725158692,20.38666725158692,20.49666786193848,19.89999961853028,20.4553337097168,87663000,1 -1433,2019-02-11,20.856000900268555,20.856000900268555,21.239999771118164,20.700000762939453,20.773332595825195,106945500,1 -1434,2019-02-12,20.78733253479004,20.78733253479004,21.21266746520996,20.641332626342773,21.07999992370605,82764000,1 -1435,2019-02-13,20.544666290283203,20.544666290283203,20.850000381469727,20.3713321685791,20.82333374023437,77124000,-1 -1436,2019-02-14,20.251333236694336,20.251333236694336,20.45133209228516,20.06666755676269,20.22533226013184,78012000,1 -1437,2019-02-15,20.525333404541016,20.525333404541016,20.53333282470703,20.26000022888184,20.299999237060547,58573500,1 -1438,2019-02-19,20.3759994506836,20.3759994506836,20.769332885742188,20.36466789245605,20.437332153320312,62526000,-1 -1439,2019-02-20,20.17066764831543,20.17066764831543,20.420000076293945,19.933332443237305,20.29400062561035,107131500,-1 -1440,2019-02-21,19.415332794189453,19.415332794189453,20.215999603271484,19.36666679382324,20.12066650390625,133638000,-1 -1441,2019-02-22,19.6473331451416,19.6473331451416,19.76666641235352,19.47333335876465,19.632667541503903,86109000,1 -1442,2019-02-25,19.917999267578125,19.917999267578125,20.19333267211914,19.799999237060547,19.86066627502441,99397500,-1 -1443,2019-02-26,19.85733222961425,19.85733222961425,20.13400077819824,19.251333236694336,19.481332778930664,128737500,-1 -1444,2019-02-27,20.98266792297364,20.98266792297364,21.08666610717773,20.036666870117188,20.118667602539062,167758500,-1 -1445,2019-02-28,21.32533264160156,21.32533264160156,21.33333206176757,20.720666885375977,21.26133346557617,157810500,-1 -1446,2019-03-01,19.652666091918945,19.652666091918945,20.47533226013184,19.459999084472656,20.46266746520996,343671000,-1 -1447,2019-03-04,19.02400016784668,19.02400016784668,19.933332443237305,18.85199928283692,19.87466621398925,256452000,1 -1448,2019-03-05,18.43600082397461,18.43600082397461,18.933332443237305,18.00666618347168,18.799999237060547,281470500,-1 -1449,2019-03-06,18.416000366210938,18.416000366210938,18.767332077026367,18.292667388916016,18.43199920654297,155032500,-1 -1450,2019-03-07,18.439332962036133,18.439332962036133,18.979999542236328,18.28333282470703,18.589332580566406,141637500,1 -1451,2019-03-08,18.94266700744629,18.94266700744629,19.03933334350586,18.392667770385746,18.46066665649414,132294000,1 -1452,2019-03-11,19.39466667175293,19.39466667175293,19.41866683959961,18.700000762939453,18.90133285522461,110884500,-1 -1453,2019-03-12,18.89066696166992,18.89066696166992,19.204666137695312,18.73733329772949,19.09933280944824,112561500,-1 -1454,2019-03-13,19.263999938964844,19.263999938964844,19.465999603271484,18.84666633605957,18.926666259765625,102670500,-1 -1455,2019-03-14,19.33066749572754,19.33066749572754,19.69266700744629,19.21933364868164,19.49666786193848,106551000,-1 -1456,2019-03-15,18.36199951171875,18.36199951171875,18.9146671295166,18.293333053588867,18.90066719055176,221782500,-1 -1457,2019-03-18,17.965999603271484,17.965999603271484,18.536666870117188,17.81999969482422,18.39999961853028,154215000,-1 -1458,2019-03-19,17.83133316040039,17.83133316040039,18.21999931335449,17.56399917602539,17.833332061767578,177009000,-1 -1459,2019-03-20,18.239999771118164,18.239999771118164,18.33133316040039,17.753332138061523,17.979333877563477,103623000,-1 -1460,2019-03-21,18.26799964904785,18.26799964904785,18.43000030517578,17.89666748046875,18.17333221435547,89206500,-1 -1461,2019-03-22,17.635332107543945,17.635332107543945,18.18666648864746,17.600000381469727,18.17200088500977,131184000,-1 -1462,2019-03-25,17.3613338470459,17.3613338470459,17.545333862304688,16.964000701904297,17.31399917602539,153225000,-1 -1463,2019-03-26,17.851333618164062,17.851333618164062,18.017332077026367,17.6286678314209,17.62933349609375,110263500,-1 -1464,2019-03-27,18.32200050354004,18.32200050354004,18.357999801635746,17.8786678314209,17.916667938232422,131688000,-1 -1465,2019-03-28,18.57466697692871,18.57466697692871,18.68866729736328,18.34000015258789,18.477333068847656,101611500,-1 -1466,2019-03-29,18.65733337402344,18.65733337402344,18.67733383178711,18.299999237060547,18.57999992370605,89869500,-1 -1467,2019-04-01,19.27866744995117,19.27866744995117,19.280000686645508,18.75200080871582,18.841333389282227,121656000,1 -1468,2019-04-02,19.058666229248047,19.058666229248047,19.29599952697754,18.92533302307129,19.21999931335449,82183500,-1 -1469,2019-04-03,19.45400047302246,19.45400047302246,19.744667053222656,19.14466667175293,19.15466690063477,118791000,-1 -1470,2019-04-04,17.851999282836914,17.851999282836914,18.07999992370605,17.37266731262207,17.459333419799805,355810500,-1 -1471,2019-04-05,18.33066749572754,18.33066749572754,18.406667709350582,17.74066734313965,17.99066734313965,195574500,-1 -1472,2019-04-08,18.21333312988281,18.21333312988281,18.74399948120117,18.029333114624023,18.512666702270508,156156000,-1 -1473,2019-04-09,18.15399932861328,18.15399932861328,18.33333206176757,17.974000930786133,18.11000061035156,88560000,1 -1474,2019-04-10,18.40399932861328,18.40399932861328,18.558666229248047,18.19266700744629,18.44933319091797,105919500,1 -1475,2019-04-11,17.89466667175293,17.89466667175293,18.03333282470703,17.706666946411133,17.886667251586914,147538500,-1 -1476,2019-04-12,17.84666633605957,17.84666633605957,18.1299991607666,17.788667678833008,18.014667510986328,101190000,-1 -1477,2019-04-15,17.7586669921875,17.7586669921875,17.92533302307129,17.242000579833984,17.908666610717773,150579000,1 -1478,2019-04-16,18.224000930786133,18.224000930786133,18.33333206176757,17.648000717163086,17.71666717529297,109093500,-1 -1479,2019-04-17,18.082000732421875,18.082000732421875,18.31933212280273,17.902666091918945,18.31666755676269,76897500,-1 -1480,2019-04-18,18.21733283996582,18.21733283996582,18.32266616821289,17.983333587646484,18.082000732421875,88144500,-1 -1481,2019-04-22,17.516666412353516,17.516666412353516,17.978666305541992,17.498666763305664,17.933332443237305,182206500,-1 -1482,2019-04-23,17.593332290649414,17.593332290649414,17.706666946411133,17.049999237060547,17.343332290649414,164158500,-1 -1483,2019-04-24,17.243999481201172,17.243999481201172,17.687999725341797,17.200000762939453,17.59000015258789,160912500,-1 -1484,2019-04-25,16.5086669921875,16.5086669921875,17.266666412353516,16.404666900634766,17.0,327741000,-1 -1485,2019-04-26,15.675999641418455,15.675999641418455,16.44533348083496,15.408666610717772,16.433332443237305,335410500,1 -1486,2019-04-29,16.097999572753906,16.097999572753906,16.26533317565918,15.477999687194824,15.723999977111816,250717500,1 -1487,2019-04-30,15.912667274475098,15.912667274475098,16.28066635131836,15.800000190734863,16.137332916259766,141969000,1 -1488,2019-05-01,15.600666999816896,15.600666999816896,16.0,15.43333339691162,15.923333168029783,160566000,-1 -1489,2019-05-02,16.273332595825195,16.273332595825195,16.475332260131836,15.847999572753906,16.368000030517578,272389500,1 -1490,2019-05-03,17.00200080871582,17.00200080871582,17.107332229614258,16.232667922973633,16.257333755493164,355602000,1 -1491,2019-05-06,17.022666931152344,17.022666931152344,17.22333335876465,16.566667556762695,16.667999267578125,162508500,1 -1492,2019-05-07,16.470666885375977,16.470666885375977,17.1473331451416,16.34000015258789,17.1200008392334,151971000,1 -1493,2019-05-08,16.32266616821289,16.32266616821289,16.706666946411133,16.280000686645508,16.46266746520996,92646000,1 -1494,2019-05-09,16.131999969482422,16.131999969482422,16.245332717895508,15.79599952697754,16.133333206176758,100671000,-1 -1495,2019-05-10,15.968000411987305,15.968000411987305,16.132667541503906,15.73466682434082,15.983332633972168,105124500,-1 -1496,2019-05-13,15.133999824523926,15.133999824523926,15.498000144958496,14.966667175292969,15.46733283996582,162522000,-1 -1497,2019-05-14,15.487333297729492,15.487333297729492,15.633333206176758,15.199999809265137,15.286666870117188,108786000,1 -1498,2019-05-15,15.463333129882812,15.463333129882812,15.496000289916992,15.016667366027832,15.288000106811523,109440000,1 -1499,2019-05-16,15.222000122070312,15.222000122070312,15.399999618530272,15.100000381469728,15.29933261871338,112249500,1 -1500,2019-05-17,14.0686674118042,14.0686674118042,14.815999984741213,13.928000450134276,14.797332763671877,266800500,-1 -1501,2019-05-20,13.690667152404783,13.690667152404783,13.733332633972168,13.016667366027832,13.520000457763672,307893000,-1 -1502,2019-05-21,13.67199993133545,13.67199993133545,13.826666831970217,13.06933307647705,13.184000015258787,270058500,-1 -1503,2019-05-22,12.84866714477539,12.84866714477539,13.595999717712402,12.785332679748535,13.273332595825195,280278000,-1 -1504,2019-05-23,13.03266716003418,13.03266716003418,13.29800033569336,12.414667129516602,12.956000328063965,398206500,-1 -1505,2019-05-24,12.708666801452637,12.708666801452637,13.33199977874756,12.583333015441896,13.321999549865724,212049000,-1 -1506,2019-05-28,12.579999923706056,12.579999923706056,13.0,12.523332595825195,12.74666690826416,154693500,1 -1507,2019-05-29,12.657333374023438,12.657333374023438,12.826000213623049,12.336000442504885,12.473333358764648,179529000,-1 -1508,2019-05-30,12.54800033569336,12.54800033569336,12.817333221435549,12.468000411987305,12.583333015441896,118897500,-1 -1509,2019-05-31,12.343999862670898,12.343999862670898,12.661333084106444,12.273332595825195,12.34000015258789,156100500,-1 -1510,2019-06-03,11.9313325881958,11.9313325881958,12.445332527160645,11.79933261871338,12.36733341217041,195966000,-1 -1511,2019-06-04,12.90666675567627,12.90666675567627,12.932000160217283,11.973999977111816,12.07333278656006,207112500,1 -1512,2019-06-05,13.105999946594238,13.105999946594238,13.41866683959961,12.789999961853027,13.245332717895508,202662000,1 -1513,2019-06-06,13.729999542236328,13.729999542236328,14.06666660308838,13.453332901000977,13.629332542419434,303633000,1 -1514,2019-06-07,13.633333206176758,13.633333206176758,14.055999755859377,13.56666660308838,13.666666984558104,240052500,1 -1515,2019-06-10,14.19200038909912,14.19200038909912,14.46266746520996,13.934000015258787,14.016667366027832,158775000,-1 -1516,2019-06-11,14.473333358764648,14.473333358764648,14.726667404174805,14.233332633972168,14.609333038330078,174802500,1 -1517,2019-06-12,13.95066738128662,13.95066738128662,14.892000198364258,13.93333339691162,14.863332748413086,227962500,1 -1518,2019-06-13,14.260666847229004,14.260666847229004,14.326666831970217,13.833999633789062,14.025333404541016,122524500,-1 -1519,2019-06-14,14.32800006866455,14.32800006866455,14.44333267211914,14.026666641235352,14.083333015441896,111501000,1 -1520,2019-06-17,15.001999855041504,15.001999855041504,15.133333206176758,14.284667015075684,14.36533260345459,184752000,-1 -1521,2019-06-18,14.982666969299316,14.982666969299316,15.649333000183104,14.837332725524902,15.248000144958496,190737000,-1 -1522,2019-06-19,15.095333099365234,15.095333099365234,15.184666633605955,14.737333297729492,15.007332801818848,98626500,-1 -1523,2019-06-20,14.641332626342772,14.641332626342772,15.126667022705078,14.423333168029783,14.866666793823242,177952500,-1 -1524,2019-06-21,14.790666580200195,14.790666580200195,14.812000274658203,14.366666793823242,14.414667129516602,123031500,-1 -1525,2019-06-24,14.90933322906494,14.90933322906494,15.057332992553713,14.73466682434082,14.88266658782959,86262000,-1 -1526,2019-06-25,14.650667190551758,14.650667190551758,15.022666931152344,14.63266658782959,14.959333419799805,92731500,1 -1527,2019-06-26,14.618000030517578,14.618000030517578,15.148667335510254,14.539999961853027,14.687333106994627,127608000,-1 -1528,2019-06-27,14.855999946594238,14.855999946594238,14.859999656677246,14.489999771118164,14.630000114440918,95095500,-1 -1529,2019-06-28,14.897333145141602,14.897333145141602,15.011333465576172,14.720000267028809,14.732666969299316,102771000,-1 -1530,2019-07-01,15.14466667175293,15.14466667175293,15.539999961853027,15.085332870483398,15.347332954406738,123201000,1 -1531,2019-07-02,14.970000267028809,14.970000267028809,15.276666641235352,14.814666748046877,15.259332656860352,138885000,1 -1532,2019-07-03,15.65999984741211,15.65999984741211,16.10466766357422,15.633999824523926,15.959333419799805,213016500,1 -1533,2019-07-05,15.539999961853027,15.539999961853027,15.696666717529297,15.386667251586914,15.637999534606934,105985500,1 -1534,2019-07-08,15.355999946594238,15.355999946594238,15.483332633972168,15.244000434875488,15.416000366210938,88207500,0 -1535,2019-07-09,15.337332725524902,15.337332725524902,15.399999618530272,15.152000427246094,15.264666557312012,92862000,1 -1536,2019-07-10,15.928000450134276,15.928000450134276,15.929332733154297,15.542667388916016,15.609999656677246,137185500,1 -1537,2019-07-11,15.90666675567627,15.90666675567627,16.100000381469727,15.720000267028809,15.87600040435791,112716000,-1 -1538,2019-07-12,16.338666915893555,16.338666915893555,16.358667373657227,15.980667114257812,15.983332633972168,138007500,0 -1539,2019-07-15,16.899999618530273,16.899999618530273,16.961332321166992,16.323999404907227,16.53333282470703,165001500,-1 -1540,2019-07-16,16.825332641601562,16.825332641601562,16.902000427246094,16.528667449951172,16.6200008392334,122235000,-1 -1541,2019-07-17,16.99066734313965,16.99066734313965,17.220666885375977,16.889999389648438,17.044666290283203,146470500,-1 -1542,2019-07-18,16.902666091918945,16.902666091918945,17.049999237060547,16.792667388916016,17.003332138061523,71379000,0 -1543,2019-07-19,17.211999893188477,17.211999893188477,17.33066749572754,16.974666595458984,17.04599952697754,105726000,1 -1544,2019-07-22,17.045333862304688,17.045333862304688,17.476667404174805,16.945999145507812,17.25,102636000,1 -1545,2019-07-23,17.344667434692383,17.344667434692383,17.365333557128906,16.96666717529297,17.11400032043457,75346500,-1 -1546,2019-07-24,17.658666610717773,17.658666610717773,17.738000869750977,17.21066665649414,17.277999877929688,166092000,-1 -1547,2019-07-25,15.254667282104492,15.254667282104492,15.633333206176758,15.036666870117188,15.56666660308838,336274500,-1 -1548,2019-07-26,15.202667236328123,15.202667236328123,15.350666999816896,14.81666660308838,15.128000259399414,150415500,-1 -1549,2019-07-29,15.718000411987305,15.718000411987305,15.72933292388916,15.0686674118042,15.13933277130127,139099500,-1 -1550,2019-07-30,16.150667190551758,16.150667190551758,16.224000930786133,15.478667259216309,15.526666641235352,121635000,1 -1551,2019-07-31,16.107332229614258,16.107332229614258,16.44533348083496,15.776666641235352,16.200000762939453,137673000,-1 -1552,2019-08-01,15.59000015258789,15.59000015258789,16.30066680908203,15.451333045959473,16.176666259765625,123892500,-1 -1553,2019-08-02,15.62266731262207,15.62266731262207,15.751333236694336,15.281999588012695,15.423333168029783,92047500,-1 -1554,2019-08-05,15.221332550048828,15.221332550048828,15.424667358398438,15.052000045776367,15.30666732788086,105424500,1 -1555,2019-08-06,15.383333206176758,15.383333206176758,15.5,15.050000190734863,15.458666801452637,83463000,1 -1556,2019-08-07,15.56133270263672,15.56133270263672,15.571332931518556,15.053333282470703,15.100000381469728,71647500,-1 -1557,2019-08-08,15.886667251586914,15.886667251586914,15.986666679382324,15.510000228881836,15.630000114440918,79114500,1 -1558,2019-08-09,15.667332649230955,15.667332649230955,15.93066692352295,15.587332725524902,15.736666679382324,58473000,1 -1559,2019-08-12,15.267333030700684,15.267333030700684,15.718000411987305,15.25,15.53266716003418,69958500,1 -1560,2019-08-13,15.666666984558104,15.666666984558104,15.733332633972168,15.170000076293944,15.253999710083008,72721500,0 -1561,2019-08-14,14.641332626342772,14.641332626342772,15.43333339691162,14.446000099182127,15.413999557495115,143439000,-1 -1562,2019-08-15,14.37600040435791,14.37600040435791,14.77066707611084,14.103333473205566,14.723999977111816,122394000,-1 -1563,2019-08-16,14.662667274475098,14.662667274475098,14.815999984741213,14.40133285522461,14.444000244140623,76477500,-1 -1564,2019-08-19,15.121999740600586,15.121999740600586,15.18866729736328,14.779999732971191,14.947333335876465,79644000,-1 -1565,2019-08-20,15.057332992553713,15.057332992553713,15.272666931152344,14.969332695007324,15.174667358398438,61878000,-1 -1566,2019-08-21,14.722000122070312,14.722000122070312,14.881333351135254,14.506667137145996,14.800666809082031,116914500,-1 -1567,2019-08-22,14.8100004196167,14.8100004196167,15.026666641235352,14.54800033569336,14.853333473205566,98385000,1 -1568,2019-08-23,14.09333324432373,14.09333324432373,14.744667053222656,14.06666660308838,14.664667129516602,128079000,-1 -1569,2019-08-26,14.333333015441896,14.333333015441896,14.334667205810549,14.102666854858398,14.239999771118164,75778500,1 -1570,2019-08-27,14.272000312805176,14.272000312805176,14.58666706085205,14.135333061218262,14.38266658782959,81243000,1 -1571,2019-08-28,14.37266731262207,14.37266731262207,14.483332633972168,14.154000282287598,14.246000289916992,48382500,1 -1572,2019-08-29,14.780667304992676,14.780667304992676,14.893333435058594,14.533332824707031,14.600000381469728,77692500,1 -1573,2019-08-30,15.040666580200195,15.040666580200195,15.496000289916992,14.947333335876465,15.276666641235352,139809000,1 -1574,2019-09-03,15.000666618347168,15.000666618347168,15.263333320617676,14.87733268737793,14.93866729736328,80311500,-1 -1575,2019-09-04,14.711999893188477,14.711999893188477,15.230667114257812,14.61400032043457,15.12600040435791,86415000,-1 -1576,2019-09-05,15.305333137512209,15.305333137512209,15.31999969482422,14.723333358764648,14.833333015441896,110929500,1 -1577,2019-09-06,15.16333293914795,15.16333293914795,15.309332847595217,15.011333465576172,15.146666526794434,62841000,1 -1578,2019-09-09,15.452667236328123,15.452667236328123,15.583999633789062,15.281999588012695,15.333333015441896,72040500,-1 -1579,2019-09-10,15.702667236328123,15.702667236328123,15.702667236328123,15.262666702270508,15.386667251586914,73255500,-1 -1580,2019-09-11,16.47333335876465,16.47333335876465,16.544666290283203,15.733332633972168,15.825332641601562,150642000,1 -1581,2019-09-12,16.391332626342773,16.391332626342773,16.899999618530273,16.293333053588867,16.51333236694336,128718000,1 -1582,2019-09-13,16.34666633605957,16.34666633605957,16.56333351135254,16.32466697692871,16.464000701904297,79696500,-1 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-258,2014-06-11,-0.7362852368138285,-0.7362852368138285,-0.7853644355463986,-0.7580969715645732,-0.783040082460503,-0.6933580207455206,0 -259,2014-06-12,-0.7513703224191249,-0.7513703224191249,-0.7087651359471708,-0.7023772820969376,-0.7258248229910155,-0.23543314724617964,1 -260,2014-06-13,-0.7053211735058019,-0.7053211735058019,-0.7572675171359949,-0.7205745505299418,-0.7309104874208084,-0.7917475928117413,1 -261,2014-06-16,-0.41648233058479356,-0.41648233058479356,-0.46374083153670326,-0.6452083444052791,-0.6994420719772672,1.4118199675384,0 -262,2014-06-17,-0.3043765889979521,-0.3043765889979521,-0.3059898714028017,-0.37804423748982935,-0.42369602339805923,1.4251066479767056,0 -263,2014-06-18,-0.3766262214838906,-0.3766262214838906,-0.3661080256779242,-0.32538430241918487,-0.306245798841644,-0.020461471436673574,1 -264,2014-06-19,-0.36598715877503213,-0.36598715877503213,-0.30960027938746465,-0.3112129538658552,-0.34788577049800307,0.4003742582066796,1 -265,2014-06-20,-0.3374049989101178,-0.3374049989101178,-0.3727005736242959,-0.3240960817756089,-0.3536073419155981,-0.4829515120609707,0 -266,2014-06-23,-0.21624820596009786,-0.21624820596009786,-0.25183667067656684,-0.29156597647183147,-0.3378731341938275,0.1727972701864735,0 -267,2014-06-24,-0.2911970715773083,-0.2911970715773083,-0.2064733841842774,-0.23665165527492985,-0.1875242150160878,0.2374818272604802,0 -268,2014-06-25,-0.2214881209539695,-0.2214881209539695,-0.2744397242843856,-0.25903633190505065,-0.2816113941761953,-0.27906342608717927,0 -269,2014-06-26,-0.24197212712343888,-0.24197212712343888,-0.22970448127322743,-0.19510354472912247,-0.21613184475083116,-0.4335523155595786,0 -270,2014-06-27,-0.18703093241723903,-0.18703093241723903,-0.2359831197499452,-0.19043351452766094,-0.25554671033296383,-0.31690207499353285,0 -271,2014-06-30,-0.17115195471450892,-0.17115195471450892,-0.1655052793507851,-0.11796580485104512,-0.17830595090189374,-0.5000538545738664,0 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-341,2014-10-08,0.13404242831850358,0.13404242831850358,0.12315536038522962,0.10169171030506206,0.14829810609463692,-0.44861055338965816,0 -342,2014-10-09,0.09799722843609233,0.09799722843609233,0.1649084634346795,0.13003440741172237,0.18246838733833315,0.07517991544487213,-1 -343,2014-10-10,-0.2211707912658111,-0.2211707912658111,-0.1435298201404491,-0.17916066242237724,-0.09740980621881329,1.330487313436568,1 -344,2014-10-13,-0.41679988742376667,-0.41679988742376667,-0.2523075348810467,-0.40783664355750965,-0.19388123871502183,0.9626393196266619,0 -345,2014-10-14,-0.3775788920008095,-0.3775788920008095,-0.3541785676637957,-0.37562859341462584,-0.3578984068021787,0.01703649335587735,0 -346,2014-10-15,-0.3356584362957657,-0.3356584362957657,-0.3774096647527461,-0.46709893979497924,-0.4890168802680116,0.48082113361262474,0 -347,2014-10-16,-0.3888528412367995,-0.3888528412367995,-0.39420494408832746,-0.43843395715892647,-0.49346709241646564,-0.3704349054090644,0 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-362,2014-11-06,-0.15273229514917955,-0.15273229514917955,-0.13097299227066111,-0.2870572042193154,-0.2587253358590465,1.890662845625227,1 -363,2014-11-07,-0.16892905684169707,-0.16892905684169707,-0.19140483147361376,-0.14695307301648955,-0.1363481394282491,-0.4245582549551873,0 -364,2014-11-10,-0.1414578916115601,-0.1414578916115601,-0.19077701253430673,-0.15339440660286854,-0.18529888158862973,-0.5571525120471995,0 -365,2014-11-11,0.0038345840053054486,0.0038345840053054486,-0.05044915067529353,-0.06965407518946669,-0.1306265680106541,0.20861452668426445,0 -366,2014-11-12,-0.027605814561180796,-0.027605814561180796,-0.04228705538065469,-0.0120020547564671,-0.0166725814443754,-0.2633465323037478,0 -367,2014-11-13,0.013679754616731097,0.013679754616731097,0.011238326406273156,0.06320312378774817,-0.002368880253619128,-0.18040130672991622,0 -368,2014-11-14,0.12451481454605104,0.12451481454605104,0.05989788687174781,0.03502168463003337,-0.01222236929592095,-0.21104016469790607,0 -369,2014-11-17,0.049883505767814175,0.049883505767814175,0.06225243243597293,0.09170707884335397,0.10681705434691999,-0.6824107045553269,-1 -370,2014-11-18,0.1089536208331092,0.1089536208331092,0.07779207389294061,0.14791008142082904,0.08091106305909988,-0.5808187018193607,-1 -371,2014-11-19,-0.0492010425162414,-0.0492010425162414,-0.049507422266333,-0.011679999595573098,-0.0025280275154929465,0.2017327075854498,0 -372,2014-11-20,-0.03379840007197139,-0.03379840007197139,-0.06441924478399366,-0.0052384356406960314,-0.04480345145319148,-0.782004027156984,0 -373,2014-11-21,-0.12796104450275828,-0.12796104450275828,-0.0353805979646299,-0.06691637595336916,0.0229009766931682,0.10329771097072195,0 -374,2014-11-24,-0.06539780420875892,-0.06539780420875892,-0.11668898869230747,-0.09155520834124992,-0.08850983662836688,-0.5088889292584832,1 -375,2014-11-25,-0.04364357068339704,-0.04364357068339704,-0.08341189040714996,-0.00378895704817452,-0.05433955538467066,-0.8790762873165011,1 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-418,2015-01-29,-0.7246935035880512,-0.7246935035880512,-0.7699817488242573,-0.8023825509779787,-0.7898740932385956,-0.7908845263901079,-1 -419,2015-01-30,-0.7501000950632325,-0.7501000950632325,-0.7465939215423042,-0.6977072518954761,-0.7439430566956554,-0.9137806423758699,0 -420,2015-02-02,-0.6335481034291375,-0.6335481034291375,-0.6762730358779708,-0.6928759637450691,-0.7437841367870128,-0.6543610458522378,0 -421,2015-02-03,-0.5157261115899647,-0.5157261115899647,-0.544107718397244,-0.5645275370203698,-0.5967723083375359,-0.5005989491559507,0 -422,2015-02-04,-0.5127090944689053,-0.5127090944689053,-0.5266843955805315,-0.47547306508371884,-0.5161942308249718,-0.8460072160033854,0 -423,2015-02-05,-0.47396420715359355,-0.47396420715359355,-0.4638980108133538,-0.42973777670929286,-0.4909241465249537,-0.7966080195019932,0 -424,2015-02-06,-0.5316048621418801,-0.5316048621418801,-0.4965468410755567,-0.48030412286562785,-0.45723062500718475,-0.8599752646692962,1 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-432,2015-02-19,-0.6213212565254138,-0.6213212565254138,-0.6685815802459885,-0.6856292618879566,-0.7274140220774411,-0.4261254018786797,0 -433,2015-02-20,-0.5355747769306736,-0.5355747769306736,-0.5875870989879645,-0.5880394067136205,-0.6355517216383292,-0.23806777105958724,0 -434,2015-02-23,-0.6907124231589643,-0.6907124231589643,-0.5781691412728878,-0.64408115134215,-0.5579933497432051,0.3337591578211243,-1 -435,2015-02-24,-0.7420017142169741,-0.7420017142169741,-0.7494193313110096,-0.7186422195645773,-0.6910188621127485,-0.0969109865740003,-1 -436,2015-02-25,-0.7475594132006332,-0.7475594132006332,-0.7517738768752343,-0.7044708710112472,-0.7283675415292962,-0.7088023672379098,0 -437,2015-02-26,-0.6930943266020775,-0.6930943266020775,-0.6897720412403665,-0.7102683246443362,-0.7433071497078535,-0.12659592902334255,0 -438,2015-02-27,-0.7542285611206978,-0.7542285611206978,-0.7296416874718962,-0.7009278035044162,-0.6972171932562712,-0.7150255303833725,0 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-446,2015-03-11,-0.9066667470669032,-0.9066667470669032,-0.9238086160456661,-0.890793142961341,-0.9475342376268184,-0.46682579734097607,-1 -447,2015-03-12,-0.949063765181221,-0.949063765181221,-0.9509638060471093,-0.9110842306771533,-0.9062118784345132,-0.6543383335779842,-1 -448,2015-03-13,-0.9870145332482853,-0.9870145332482853,-0.9933447280358662,-0.9502166971477563,-0.9824988910604958,-0.36248560942033464,1 -449,2015-03-16,-0.8755439053393901,-0.8755439053393901,-0.9280466184278127,-0.9102790927749183,-0.9340249086260438,-0.3183102359972507,1 -450,2015-03-17,-0.8909465477836601,-0.8909465477836601,-0.8840963736326121,-0.8436088367313906,-0.8795112876034799,-0.485177314937815,1 -451,2015-03-18,-0.795990238406255,-0.795990238406255,-0.8500345016733207,-0.8569750473824858,-0.8869814327226057,-0.5018026996913869,1 -452,2015-03-19,-0.8763380245876375,-0.8763380245876375,-0.7918002532997664,-0.8341072880110235,-0.7750934049686804,0.32817193835475994,1 -453,2015-03-20,-0.8377521428426267,-0.8377521428426267,-0.8797011919738154,-0.8165541298998078,-0.8474074198785996,-0.6270381799252609,1 -454,2015-03-23,-0.8131394434648772,-0.8131394434648772,-0.8559992306803851,-0.7867617238321275,-0.8307196927049735,-0.9990425199235599,0 -455,2015-03-24,-0.7799524822840388,-0.7799524822840388,-0.8043573057113779,-0.7500449014367272,-0.7817684958381312,-0.767763431200031,0 -456,2015-03-25,-0.8977747012740264,-0.8977747012740264,-0.8859798304505331,-0.8635774085493109,-0.8343748506037526,-0.29523456535568093,-1 -457,2015-03-26,-0.9595438223197786,-0.9595438223197786,-0.945626895979352,-0.9118893685793878,-0.9035100126343583,-0.6591760479939826,0 -458,2015-03-27,-1.0454493074848192,-1.0454493074848192,-1.0319582873051334,-1.0455519358273362,-0.9805918521567855,0.35762975806156705,0 -459,2015-03-30,-0.9570031404571789,-0.9570031404571789,-0.9854963176690565,-1.039110371872459,-1.0317677003913928,0.6948161816292298,-1 -460,2015-03-31,-0.9855853003220915,-0.9855853003220915,-0.961794580917451,-0.932663308668042,-0.9097083437778806,-0.4550835515519095,-1 -461,2015-04-01,-1.004322743877209,-1.004322743877209,-0.9847115439949228,-0.9706688124440154,-0.9864723434830226,-0.7348987703551969,1 -462,2015-04-02,-0.9501754412684417,-0.9501754412684417,-0.970113630946916,-0.9070580804289812,-0.9621557786348602,-0.4587629399809787,1 -463,2015-04-06,-0.7580394703391904,-0.7580394703391904,-0.7421987398835072,-0.7862786410907869,-0.8386661428435644,1.2322567272901217,1 -464,2015-04-07,-0.7556575668960773,-0.7556575668960773,-0.7844227071374381,-0.7276604551751054,-0.7669880349214468,-0.6092317569105062,0 -465,2015-04-08,-0.6854722810142784,-0.6854722810142784,-0.6927544057438991,-0.6514888807797091,-0.6765560136601184,-0.1651613707058086,1 -466,2015-04-09,-0.6470454048395692,-0.6470454048395692,-0.7010736803151885,-0.6474629609000356,-0.672900628408108,-0.7336268829970001,1 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-474,2015-04-21,-0.6578430188170995,-0.6578430188170995,-0.6951089513081242,-0.6766107959089309,-0.7146995199731101,-0.8171399154271696,0 -475,2015-04-22,-0.49857690653134296,-0.49857690653134296,-0.5204057571038138,-0.5577639179045992,-0.6082154511727264,0.1891273953747498,1 -476,2015-04-23,-0.5119152023714725,-0.5119152023714725,-0.5266843955805315,-0.4698364086625783,-0.516512070642257,-0.5948548873080322,0 -477,2015-04-24,-0.5146144355027444,-0.5146144355027444,-0.5373579911742222,-0.45598711527014213,-0.4810704301294202,-1.0453301348522206,0 -478,2015-04-27,-0.30628193003179083,-0.30628193003179083,-0.25560380885423273,-0.39173250330181847,-0.4483306554167384,1.0543741953366033,-1 -479,2015-04-28,-0.32327281097255545,-0.32327281097255545,-0.3066179148839321,-0.2946259612373215,-0.2545931908811089,-0.2146059917557077,1 -480,2015-04-29,-0.2919909636747411,-0.2919909636747411,-0.3149369649133977,-0.301067525192199,-0.3292907770674349,-0.7027609022864751,1 -481,2015-04-30,-0.3936166481230253,-0.3936166481230253,-0.34758601971742437,-0.34068307440414297,-0.3238872728203563,-0.7082572726558254,1 -482,2015-05-01,-0.39393397781118417,-0.39393397781118417,-0.36516629726896366,-0.41733773154088016,-0.33103912341573405,-0.39714453993119636,1 -483,2015-05-04,-0.3227962485632811,-0.3227962485632811,-0.31870410309106356,-0.30944142011243964,-0.35901107351590794,-0.5895402151327099,-1 -484,2015-05-05,-0.2840515883987836,-0.2840515883987836,-0.24383130557493055,-0.2769115451771603,-0.20675466072799456,-0.28013090297709436,1 -485,2015-05-06,-0.32406647591917354,-0.32406647591917354,-0.3227853752802068,-0.291888262001224,-0.2649236670025692,-0.39959746555057585,-1 -486,2015-05-07,-0.22291735388016326,-0.22291735388016326,-0.2755386319699963,-0.41991440319653073,-0.4731239799908292,0.5509112119589676,-1 -487,2015-05-08,-0.22593437100122266,-0.22593437100122266,-0.26094071892198956,-0.20331664243741462,-0.23488553073681104,-0.5364843424765022,1 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-520,2015-06-25,0.28505138133851476,0.28505138133851476,0.25704740449087454,0.30476200246413665,0.2492192960328374,-0.9496206111479143,0 -521,2015-06-26,0.25805723281928167,0.25805723281928167,0.22094512097883542,0.3168402228401543,0.2879989366868619,-0.7249507942321579,0 -522,2015-06-29,0.17755089536922733,0.17755089536922733,0.17134383210440024,0.2314891548852854,0.17770033537259355,-0.8066014201735393,0 -523,2015-06-30,0.27663589795491234,0.27663589795491234,0.24935594885889215,0.2846324030657689,0.22299591963419466,-0.8956335352473125,1 -524,2015-07-01,0.2907678587416604,0.2907678587416604,0.2760404991976792,0.3466323985393361,0.3232814299378249,-1.1195084225641958,1 -525,2015-07-02,0.4633724940183616,0.4633724940183616,0.43033800608174333,0.43455990778135695,0.46775031249578947,0.030345886068436315,1 -526,2015-07-06,0.45860914143376563,0.45860914143376563,0.4184085480676156,0.482710609862488,0.4467710657291211,-0.6605614967234469,0 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-534,2015-07-16,0.25154709046951795,0.25154709046951795,0.19096474575051112,0.2711051648342268,0.21377811022646312,-1.229708377242244,0 -535,2015-07-17,0.3782613552523823,0.3782613552523823,0.32187442535262556,0.35307396249421313,0.3453733434182241,-0.4601938132589501,1 -536,2015-07-20,0.4989415857931279,0.4989415857931279,0.49626393462910373,0.42215963224444536,0.3851055941111765,-0.46600815546784957,-1 -537,2015-07-21,0.25297586909408226,0.25297586909408226,0.289853414029728,0.32569743087023484,0.306434555502325,-0.20931403185463904,-1 -538,2015-07-22,0.2704428581424923,0.2704428581424923,0.2261253008535897,0.2340660569094344,0.16689287217197382,-0.8915226136074266,0 -539,2015-07-23,0.25980402258444857,0.25980402258444857,0.233345667739268,0.30508451836202766,0.3000777591566222,-1.0908909570047687,0 -540,2015-07-24,0.23138064113902168,0.23138064113902168,0.25202440389277075,0.2833441824221929,0.2639999843027526,-0.9525050699781106,1 -541,2015-07-27,0.03448086332354417,0.03448086332354417,0.14748536515979074,0.07189953460588025,0.1853289456938994,-0.5305791511705886,0 -542,2015-07-28,0.22201203293687044,0.22201203293687044,0.16271064806345734,0.08880858239530792,0.07916271671080036,-0.7119139488106411,0 -543,2015-07-29,0.20613282808332603,0.20613282808332603,0.20179529607902857,0.2524245832913836,0.21457248241644472,-0.9630435652317408,1 -544,2015-07-30,0.2532934259330554,0.2532934259330554,0.18688347356136792,0.2541961170447991,0.18946131802506871,-1.1346347972170359,1 -545,2015-07-31,0.24313115278428607,0.24313115278428607,0.22486921389132808,0.3026688742868241,0.26749667699935165,-1.0919357216204304,1 -546,2015-08-03,0.14531637755449356,0.14531637755449356,0.18327329011852875,0.17303222691854928,0.2466765774945563,-1.0167808061155539,1 -547,2015-08-04,0.24519549938842608,0.24519549938842608,0.1834304693951793,0.19348434221480798,0.14686759956362255,-1.0624324773651164,0 -548,2015-08-05,0.30632950675623166,0.30632950675623166,0.25061203582115293,0.22665832747187534,0.20360632666041367,-0.18532987024292868,-1 -549,2015-08-06,-0.07476641241091017,-0.07476641241091017,-0.0005339523312048336,-0.16434520354725865,-0.019533594506404153,1.7246588331062962,-1 -550,2015-08-07,-0.13224828897971014,-0.13224828897971014,-0.17743473736491364,-0.1277891783638073,-0.11425668065431317,-0.44445420720126516,0 -551,2015-08-10,-0.15400252250507201,-0.15400252250507201,-0.18936419537904217,-0.16547239661038768,-0.20055632958447225,-0.6460256412011982,-1 -552,2015-08-11,-0.2138663025169847,-0.2138663025169847,-0.2469708493551132,-0.19139991037884144,-0.21644945721488548,-0.6280829445409225,-1 -553,2015-08-12,-0.20116312035480138,-0.20116312035480138,-0.23959330319278438,-0.2187764420028197,-0.2506197384585821,-0.750025145008037,0 -554,2015-08-13,-0.13224828897971014,-0.13224828897971014,-0.13426926624384675,-0.11603347388568067,-0.1733789790275116,-0.5317147648832643,1 -555,2015-08-14,-0.12208601583094081,-0.12208601583094081,-0.11150880881755319,-0.07335793990824623,-0.05608744702650768,-0.6053933825616624,1 -556,2015-08-17,0.06592126189003042,0.06592126189003042,0.0244238713826633,0.06739030161636721,0.07614301109336029,0.033253057172886055,-1 -557,2015-08-18,0.15690788362945665,0.15690788362945665,0.09286107568725181,0.11650716918018021,0.07328245273779403,-0.6439588242441285,0 -558,2015-08-19,0.07004995509831044,0.07004995509831044,0.08815198455880159,0.14001903887343045,0.15195349134664726,-0.7781202282596332,1 -559,2015-08-20,-0.1374886582752108,-0.1374886582752108,-0.00744040974722963,-0.07126435099393671,0.020517405416760903,-0.4825199788501539,-1 -560,2015-08-21,-0.3186675553550011,-0.3186675553550011,-0.17633627876295013,-0.2546881264959846,-0.23472683818139972,-0.09995443132397112,-1 -561,2015-08-24,-0.5076277307437059,-0.5076277307437059,-0.3709738469993778,-0.8265385309930174,-0.7625380501262236,0.5794605406956342,0 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-569,2015-09-03,-0.08365891250541645,-0.08365891250541645,-0.0463683275697979,-0.02134257589638719,0.020517405416760903,-0.6440042487926355,0 -570,2015-09-04,-0.1414578916115601,-0.1414578916115601,-0.17178391782750288,-0.13084893276079881,-0.15700909167117066,-0.7588375074184002,0 -571,2015-09-08,-0.04237334332750455,-0.04237334332750455,-0.09220225372474339,-0.03664088714434786,-0.09089386261123668,-0.8839821385552601,0 -572,2015-09-09,-0.030622831682240174,-0.030622831682240174,-0.012306231068682824,0.031800672284096346,0.020358258154887083,-0.8266109337908847,1 -573,2015-09-10,-0.03745098517260644,-0.03745098517260644,-0.06771551875717931,-0.016027974636140644,-0.056246594288381496,-0.9814632196513403,-1 -574,2015-09-11,-0.009503711834824543,-0.009503711834824543,-0.07524979511251112,-0.025690550936954736,-0.049730650680804886,-1.062818586027426,1 -575,2015-09-14,0.037339329175931704,0.037339329175931704,-0.012306231068682824,0.05386306338482507,0.005259730067686716,-0.9401495927841992,0 -576,2015-09-15,0.043373363418050453,0.043373363418050453,-0.006812590807922609,0.051125364148727544,0.03148356117279196,-0.9304741639522024,1 -577,2015-09-16,0.18120302616823294,0.18120302616823294,0.12315536038522962,0.10555683297278709,0.03609246587665773,-0.5935148631270748,1 -578,2015-09-17,0.17834456031584542,0.17834456031584542,0.16428064449537247,0.2313283576733369,0.2096457378952938,-0.7823219989965332,1 -579,2015-09-18,0.15532009943459105,0.15532009943459105,0.13791000362623976,0.17995710398326586,0.11428651740635201,-0.7420531367450537,1 -580,2015-09-21,0.2121668623254448,0.2121668623254448,0.2595591293317502,0.15258011162229057,0.20996357771257895,-0.20670212031548496,0 -581,2015-09-22,0.16040146315979043,0.16040146315979043,0.11954517694239047,0.1537075350539181,0.1312925391037257,-0.7644701514332716,0 -582,2015-09-23,0.16230680419362917,0.16230680419362917,0.11059808343179407,0.18124532462684187,0.17770033537259355,-1.006037900393642,0 -583,2015-09-24,0.1950174301160079,0.1950174301160079,0.13210245389582603,0.15918293352611315,0.1392389892423167,-0.813574088369368,0 -584,2015-09-25,0.0964089899395973,0.0964089899395973,0.18641283389871144,0.15821676804343113,0.251762469277581,-0.7397137724969417,0 -585,2015-09-28,-0.03824465011922453,-0.03824465011922453,0.07465253011275794,0.00458493787206657,0.104592175625924,-0.48358745574006906,1 -586,2015-09-29,-0.06650948029597956,-0.06650948029597956,-0.004771954713351007,-0.013934385721831125,-0.004912053498362741,-0.7556577890229083,1 -587,2015-09-30,-0.03872121252849894,-0.03872121252849894,-0.04134487788804659,-0.06417867671727163,0.01956343125844299,-0.4771144575778177,1 -588,2015-10-01,-0.17401019341608173,-0.17401019341608173,-0.10256171530695679,-0.1480800357111205,-0.051796382139927044,-0.5581064275658472,1 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-617,2015-11-11,-0.5042931567836738,-0.5042931567836738,-0.5580775879641204,-0.5265224939813944,-0.5244587481340792,-0.8363772117198955,0 -618,2015-11-12,-0.6017901480236789,-0.6017901480236789,-0.5656118643194518,-0.5421433211272465,-0.5231873888649387,-0.9344715242208207,0 -619,2015-11-13,-0.6930943266020775,-0.6930943266020775,-0.6599486207468694,-0.6410213969451586,-0.6010636005773479,-0.8176395854607469,0 -620,2015-11-16,-0.580036141649131,-0.580036141649131,-0.6287123830981068,-0.6526160738428382,-0.7100906152692443,-0.932313858166737,0 -621,2015-11-17,-0.5849582726532148,-0.5849582726532148,-0.6127018774366597,-0.5624341784745592,-0.5653038928939942,-1.108720092293777,1 -622,2015-11-18,-0.47269397979770106,-0.47269397979770106,-0.5282539429287991,-0.5443977072535044,-0.5764291959118996,-0.9580922894444749,1 -623,2015-11-19,-0.4611022465719232,-0.4611022465719232,-0.4527533264733586,-0.4191090349257972,-0.4804345231416191,-1.0279325327740292,1 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-645,2015-12-22,-0.3316885215069722,-0.3316885215069722,-0.2901363204761801,-0.26885947504931473,-0.2507786583672243,-1.1512374696963543,0 -646,2015-12-23,-0.3356584362957657,-0.3356584362957657,-0.3387961054834781,-0.293015455064353,-0.29543833564102384,-1.243562864536887,0 -647,2015-12-24,-0.3218435780463617,-0.3218435780463617,-0.3634395706440456,-0.29059981098914944,-0.32118517966697013,-1.4359358274641472,1 -648,2015-12-28,-0.3475674992097023,-0.3475674992097023,-0.36187002329577805,-0.3347245931906069,-0.3064047187502866,-1.1649102587969695,0 -649,2015-12-29,-0.21672454121855753,-0.21672454121855753,-0.2717714937923308,-0.27014792606138927,-0.32913208451202364,-1.050213273816726,1 -650,2015-12-30,-0.20243334771069388,-0.20243334771069388,-0.17900428471318117,-0.17159190540437075,-0.2251909616031518,-0.7568615395583445,0 -651,2015-12-31,-0.171945619661127,-0.171945619661127,-0.18182991902371035,-0.12811146389320022,-0.19483475816687726,-0.9801004831961295,0 -652,2016-01-04,-0.4355371038280692,-0.4355371038280692,-0.3712879810108551,-0.44004423296339606,-0.318642461128689,-0.04614905361739744,-1 -653,2016-01-05,-0.43521954698909604,-0.43521954698909604,-0.441765596868191,-0.4239403230762043,-0.38793654306793646,-0.8729439732680524,1 -654,2016-01-06,-0.5049282704616201,-0.5049282704616201,-0.5491304944535245,-0.4886780177858685,-0.4890168802680116,-0.7384191728644914,0 -655,2016-01-07,-0.5587580162314145,-0.5587580162314145,-0.5744020030952215,-0.5258781532911079,-0.5813561677862816,-0.78947636538639,1 -656,2016-01-08,-0.6325954329122181,-0.6325954329122181,-0.5430088107116334,-0.5725796071482159,-0.5230282416030648,-0.7727147069872969,1 -657,2016-01-11,-0.6826142694635208,-0.6826142694635208,-0.6370314331275729,-0.6977072518954761,-0.5842169534950792,-0.6674887403707686,1 -658,2016-01-12,-0.648950745873408,-0.648950745873408,-0.6481761174675676,-0.6605071163902372,-0.6225193797167135,-0.8944979215346368,0 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-666,2016-01-25,-0.8647462913618593,-0.8647462913618593,-0.807810758961214,-0.8123669520711888,-0.8059263681308826,-0.9838025838994522,0 -667,2016-01-26,-0.909524985768476,-0.909524985768476,-0.8980662431994885,-0.9250945516500355,-0.8593273224397173,-0.469256010686102,0 -668,2016-01-27,-0.9967006982894101,-0.9967006982894101,-0.9696427667424358,-0.9751775846965309,-0.9279857247443949,-0.77519034488093,0 -669,2016-01-28,-0.9708179987065829,-0.9708179987065829,-1.0007220496563711,-1.0292867679911981,-0.9532558090444134,-0.5536093972636514,0 -670,2016-01-29,-0.946999418577081,-0.946999418577081,-0.9621082658452802,-0.9379776795597901,-0.9666059907833143,-0.9489165306460554,1 -671,2016-02-01,-0.8558542455689829,-0.8558542455689829,-0.871381917402526,-1.023811599887502,-0.9855188240311676,-0.3935332883248877,-1 -672,2016-02-02,-1.0807006152697987,-1.0807006152697987,-0.9718401330300104,-1.0643935449506263,-0.9273498177565933,-0.28542286287816304,-1 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-911,2017-01-12,-0.3374049989101178,-0.3374049989101178,-0.3819615766045454,-0.3340804828688189,-0.34502498478920557,-0.7358981104223514,0 -912,2017-01-13,-0.20783226827486598,-0.20783226827486598,-0.26973085769775923,-0.2695038157396008,-0.3300856039638786,-0.21287985891244066,1 -913,2017-01-17,-0.24228991111322673,-0.24228991111322673,-0.23661116323107603,-0.19252687307347197,-0.22360153516349485,-0.5479994655230336,1 -914,2017-01-18,-0.19814610323374202,-0.19814610323374202,-0.2405350316017449,-0.17304138399689226,-0.2243961347067077,-0.7407131125640963,1 -915,2017-01-19,-0.112399396488187,-0.112399396488187,-0.0997365300800752,-0.0897841353248314,-0.055928754471096354,0.1594424529254075,-1 -916,2017-01-20,-0.09699720834554644,-0.09699720834554644,-0.14180354259917857,-0.053389137721827025,-0.08437746429719757,-0.6418465827385518,-1 -917,2017-01-23,-0.030463826111938895,-0.030463826111938895,-0.06504706372330069,-0.013290275400043117,-0.0781793605069061,-0.17429170495572108,0 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-925,2017-02-02,0.011297851173617965,0.011297851173617965,-0.04103141750204065,0.022299353932227747,-0.03860534766290001,-1.0289772973896907,1 -926,2017-02-03,0.0078042716432841905,0.0078042716432841905,-0.04479833113788277,0.05402386059677358,0.01813337943389111,-1.1000894280774418,0 -927,2017-02-06,0.11006529692032985,0.11006529692032985,0.04373042647547311,0.06932309331872823,0.003670530981261019,-0.7876139588976019,-1 -928,2017-02-07,0.10546004130277542,0.10546004130277542,0.07794880408594358,0.16256474308399868,0.11794235736482486,-0.6326481116658788,1 -929,2017-02-08,0.1785035658861467,0.1785035658861467,0.13068963674056144,0.15902167557716765,0.104592175625924,-0.703464982788334,0 -930,2017-02-09,0.2915619779899079,0.2915619779899079,0.25343722104803534,0.3192558669153578,0.246040897859986,0.17940654199424597,-1 -931,2017-02-10,0.2920385403991823,0.2920385403991823,0.2498270376051962,0.3186117565935698,0.3023026378776182,-0.7746225380245921,-1 -932,2017-02-13,0.47258255095184104,0.47258255095184104,0.40428172376591254,0.3894689600972184,0.3174011659648177,-0.00015669825403243008,1 -933,2017-02-14,0.4786165851939598,0.4786165851939598,0.5078790340899321,0.5199105149992288,0.44915509171199175,0.07152323929005644,1 -934,2017-02-15,0.4592442551117119,0.4592442551117119,0.4270417321085585,0.484964995988746,0.4645719143229389,-0.47295811138942473,1 -935,2017-02-16,0.2875922903519292,0.2875922903519292,0.39188162608912835,0.3570998823738867,0.4264279533034838,0.01067705656489355,-1 -936,2017-02-17,0.33967524635655666,0.33967524635655666,0.28027850157982453,0.28704804714097243,0.23888881991137662,-0.17560901686242486,1 -937,2017-02-21,0.4216108167328056,0.4216108167328056,0.41385663621581675,0.44583229914964406,0.39225767205978845,-0.30743105662981773,1 -938,2017-02-22,0.36000024695572475,0.36000024695572475,0.4460348268153624,0.42312579772712733,0.46949820413762644,0.39172088171609093,-1 -939,2017-02-23,0.08180046674357482,0.08180046674357482,0.1510950995189823,0.14871498895456556,0.2102814175298641,1.7908424002810348,-1 -940,2017-02-24,0.09783822286579107,0.09783822286579107,0.050480153698494935,0.06239821625401166,0.030053054641777585,0.2592174737210927,1 -941,2017-02-27,-0.07317862821604455,-0.07317862821604455,-0.10475953067817895,-0.0694928172405212,-0.041307213463054944,1.0062695984676615,-1 -942,2017-02-28,-0.013473399472803285,-0.013473399472803285,-0.0633203370983826,-0.03905653121955138,-0.10456188416742267,-0.2162639877762142,1 -943,2017-03-01,-0.012997291365158318,-0.012997291365158318,-0.002888497895429946,0.044844597405798985,0.05421069958129817,-0.5043918989562876,-1 -944,2017-03-02,-0.005692575465517645,-0.005692575465517645,-0.02753241213964457,0.03131735917425685,-0.016831728706249216,-0.835468720749755,1 -945,2017-03-03,0.011615408012591087,0.011615408012591087,-0.04919351279667949,0.04307352438938046,-0.00046184134990829125,-0.9336765946219477,-1 -946,2017-03-06,0.005898930609445459,0.005898930609445459,-0.05233260749321459,0.019078802323287708,-0.04543958579422425,-0.834628366602375,-1 -947,2017-03-07,-0.035704195407439555,-0.035704195407439555,-0.01795705060609358,0.03212272744499035,0.018292071989302428,-0.8110076013787209,1 -948,2017-03-08,-0.06301590076564578,-0.06301590076564578,-0.07791825014638974,-0.016188771848089152,-0.05990197954039185,-0.7506610886871353,1 -949,2017-03-09,-0.09429729376183076,-0.09429729376183076,-0.10005043954972871,-0.053549934933775536,-0.04988934323621621,-0.7156614740624708,1 -950,2017-03-10,-0.11351107257540766,-0.11351107257540766,-0.13395535677419326,-0.053549934933775536,-0.0724577890893111,-0.9003122637435363,1 -951,2017-03-13,-0.07413129873296392,-0.07413129873296392,-0.12846126742978548,-0.05709300244060656,-0.09454924786324703,-0.9102375275923218,1 -952,2017-03-14,0.11371742771933546,0.11371742771933546,0.04843951760392333,-0.004916380479802028,-0.0740469881757368,0.12903071769995283,1 -953,2017-03-15,0.07767222783692423,0.07767222783692423,0.0936456248195618,0.12794081849741284,0.09902929676374032,-0.38599281327272117,1 -954,2017-03-16,0.17802700347687228,0.17802700347687228,0.16820473740786512,0.20507878874398913,0.18485241332120295,0.023146095130072507,1 -955,2017-03-17,0.1692935089526673,0.1692935089526673,0.16161218946149383,0.23954145538162946,0.2102814175298641,-0.1210087095569782,1 -956,2017-03-20,0.17596265687273227,0.17596265687273227,0.14936882197771179,0.20121412681326106,0.1562445562332279,-0.7758490008342819,1 -957,2017-03-21,-0.002517007075786425,-0.002517007075786425,0.15329291489020447,0.06304232657579967,0.19168619674606469,-0.027638550100783865,1 -958,2017-03-22,0.06623927303063297,0.06623927303063297,0.0005649553544062384,0.06739030161636721,0.012570500571707421,-0.6747793804061464,0 -959,2017-03-23,0.06258668792999793,0.06258668792999793,0.041375880911248,0.11232045208855816,0.07344114529320535,-0.8426457994138653,0 -960,2017-03-24,0.19565299809558356,0.19565299809558356,0.1390089113118508,0.13985824166148195,0.07836834452081876,-0.3141084652603507,1 -961,2017-03-27,0.30775873968242545,0.30775873968242545,0.24386230859813193,0.21619084363732471,0.1562445562332279,-0.18158234499109893,1 -962,2017-03-28,0.4225639415513544,0.4225639415513544,0.4025549971409953,0.461775181456388,0.4172101438957523,0.2174268890946277,1 -963,2017-03-29,0.42145226546413295,0.42145226546413295,0.38560253852876303,0.47047159227452356,0.43818893595595815,-0.761790103071357,1 -964,2017-03-30,0.43002675441803667,0.43002675441803667,0.4232743693890688,0.49736527152565674,0.4334208839902194,-0.6545427440462658,-1 -965,2017-03-31,0.4360607886601554,0.4360607886601554,0.3868581764073762,0.48303266502338194,0.44438749445271297,-0.8484601416227648,-1 -966,2017-04-03,0.7571339222450828,0.7571339222450828,0.6901167291913981,0.6160511219495424,0.5742343812961744,1.5576781927944643,1 -967,2017-04-04,0.8393875037619344,0.8393875037619344,0.7813143909222802,0.7762848525507354,0.7330069650448945,0.7050594173175644,-1 -968,2017-04-05,0.7012402841727787,0.7012402841727787,0.7824128495242428,0.7709707120274868,0.8148564018265991,0.19319289246612872,-1 -969,2017-04-06,0.7599923880974704,0.7599923880974704,0.7362650138996446,0.7693604362230159,0.7328478177830207,-0.3428849167395524,-1 -970,2017-04-07,0.8209673898949748,0.8209673898949748,0.7480372926371226,0.8184773037868289,0.7427013068253208,-0.5566074174651152,1 -971,2017-04-10,0.9773757177807878,0.9773757177807878,0.9213278942279923,1.0046390088934727,0.9278568689410215,0.1440435309815253,1 -972,2017-04-11,0.9189411706950685,0.9189411706950685,0.9172470711224975,0.9529452393055099,0.9950847647146839,-0.2965518772623847,-1 -973,2017-04-12,0.7304573305648229,0.7304573305648229,0.8384499561520472,0.8051113235042314,0.8831969643139915,-0.2224871509216769,1 -974,2017-04-13,0.8441508563465312,0.8441508563465312,0.8218114070094692,0.7886851280876471,0.7299872594274543,0.5120050861626989,1 -975,2017-04-17,0.8035008551481941,0.8035008551481941,0.7685999346921949,0.8431165969117066,0.8253460252099337,-0.6567458346488566,-1 -976,2017-04-18,0.7846046331735912,0.7846046331735912,0.7189986458177581,0.8305555241628456,0.7776664149654628,-0.9072622196651114,1 -977,2017-04-19,0.8682869933150037,0.8682869933150037,0.8097252188023386,0.8983529732695018,0.8215314926960504,-0.7114142787770639,-1 -978,2017-04-20,0.8204912817873314,0.8204912817873314,0.8494376857572143,0.8680774844604814,0.8858988301141465,-0.20007013623345898,-1 -979,2017-04-21,0.869557220670897,0.869557220670897,0.8062717655525007,0.871137238857473,0.8142207221920297,-0.5724605848940677,-1 -980,2017-04-24,0.9081433295667235,0.9081433295667235,0.8714126958839036,0.9613191342257519,0.9289695356547508,-0.44216026750166026,1 -981,2017-04-25,0.9996060594137947,0.9996060594137947,0.925251987140485,0.9587426929385989,0.9095794879745082,-0.06645382680003858,-1 -982,2017-04-26,0.9421241828449947,0.9421241828449947,0.9334145315187714,1.0093090390949344,0.9790327171756298,-0.5303974529765606,-1 -983,2017-04-27,0.9176704890375458,0.9176704890375458,0.9112823421154324,0.9851530590798961,0.96822525397501,-0.8089407844216512,-1 -984,2017-04-28,1.0040523094610487,1.0040523094610487,0.9381236226472216,0.9932048988392432,0.9386638774351796,-0.5734372126869688,-1 -985,2017-05-01,1.1431521995671228,1.1431521995671228,1.1335464136414293,1.102872744021098,1.0189245698369211,0.40866423830921206,-1 -986,2017-05-02,1.0805889592731235,1.0805889592731235,1.1399817823111509,1.1310546439158098,1.1638699847675822,-0.3741824306608941,-1 -987,2017-05-03,0.9556214842554259,0.9556214842554259,1.0437615690658126,1.0326596508392392,1.0632661799402043,0.02341864242111467,-1 -988,2017-05-04,0.7085440914691598,0.7085440914691598,0.8277761360165327,0.7155735384577405,0.9006795183840617,1.617502323178219,-1 -989,2017-05-05,0.9132246932919229,0.9132246932919229,0.8400195035003147,0.8128411081026853,0.7506482116703751,0.260512073353543,-1 -990,2017-05-08,0.8948050337265944,0.8948050337265944,0.9222696226369528,0.9580985826168118,0.9556698991325533,-0.005403233606594068,1 -991,2017-05-09,1.1182223976520314,1.1182223976520314,1.050981935951491,1.0109193148994045,0.9315122541930336,0.6010144889622187,-1 -992,2017-05-10,1.181103194785003,1.181103194785003,1.106077314170334,1.1561767894135309,1.1250903441135576,-0.2926907906392874,1 -993,2017-05-11,1.1474398983457041,1.1474398983457041,1.1139254999953192,1.180010714267675,1.154333880836103,-0.5170426357154946,1 -994,2017-05-12,1.174592598133609,1.174592598133609,1.12962187164529,1.211091110610433,1.1873919500725332,-0.6606296335462074,1 -995,2017-05-15,1.0327932477454478,1.0327932477454478,1.0228850175410877,1.0661556912572003,1.0745501755135214,0.13439081442378203,-1 -996,2017-05-16,1.0507367992031313,1.0507367992031313,1.0206876512535132,1.1081868845443483,1.0619948206710637,-0.6536115408018718,-1 -997,2017-05-17,0.8776556015171575,0.8776556015171575,0.9354547185296962,0.9529452393055099,1.0111368122537414,-0.07231359355744509,0 -998,2017-05-18,0.9880145533388316,0.9880145533388316,0.9246241682011779,0.9498854849085184,0.8936865876973261,-0.31263216743387234,1 -999,2017-05-19,0.9526044671343666,0.9526044671343666,0.9648077239023602,1.0286337309595655,1.0287780588792228,-0.5320781612713206,1 -1000,2017-05-22,0.9449826486973822,0.9449826486973822,0.9313738954241998,0.973880206974612,0.9858665006004915,-0.6134789521959133,1 -1001,2017-05-23,0.8419279584737185,0.8419279584737185,0.8742383301944344,0.9204153643702314,0.9486765137393552,-0.6159318778152927,1 -1002,2017-05-24,0.9429183020932431,0.9429183020932431,0.878476332576579,0.9513349635010399,0.8858988301141465,-0.4535618291769241,1 -1003,2017-05-25,1.0478783333507438,1.0478783333507438,0.9721848209810415,0.9901451444422517,0.9575769380362642,-0.45794529810785223,1 -1004,2017-05-26,1.1798329674291097,1.1798329674291097,1.1059201348936833,1.127028724036137,1.0570680761499127,0.17531833262861352,1 -1005,2017-05-30,1.3379876307784604,1.3379876307784604,1.2752866435720605,1.2792106148779832,1.1956562400284085,0.1709348636976854,-1 -1006,2017-05-31,1.4318322640686447,1.4318322640686447,1.3790411331727312,1.4305875981860927,1.3814470270722161,0.6661760037955491,-1 -1007,2017-06-01,1.4216699909198771,1.4216699909198771,1.4102775953633164,1.4648890068747884,1.4817325373758465,0.13121109602829015,-1 -1008,2017-06-02,1.4134130588049438,1.4134130588049438,1.3788844029797276,1.4429874129860072,1.4145046416021831,-0.32707717385910695,-1 -1009,2017-06-05,1.5320289427415512,1.5320289427415512,1.46615752271447,1.415288826201135,1.3943206764384197,-0.055847194723647735,1 -1010,2017-06-06,1.6198395417896159,1.6198395417896159,1.639604854498342,1.508047623593563,1.4928578403937514,0.9213256927595207,1 -1011,2017-06-07,1.727817044469807,1.727817044469807,1.6554584054249633,1.7523442015060489,1.6778542552475775,0.5377608051661833,1 -1012,2017-06-08,1.8921647476315786,1.8921647476315786,1.8343998265532435,1.8341522019540868,1.7956223196212777,0.46133400230311006,-1 -1013,2017-06-09,1.6908187197688471,1.6908187197688471,1.9124119433077338,1.746868803033854,1.965201911864156,2.3237177788169707,1 -1014,2017-06-12,1.7176543170194083,1.7176543170194083,1.718244790192141,1.6795542063000384,1.704077631646221,0.7920701399827749,-1 -1015,2017-06-13,1.9866444945997084,1.9866444945997084,1.8987562077523357,1.9370559672831744,1.857128643977346,1.0851039024016071,1 -1016,2017-06-14,2.061434354646617,2.061434354646617,2.0282530701991837,2.093264238741691,2.0712094482918437,1.3146114337333619,-1 -1017,2017-06-15,1.976958329558584,1.976958329558584,1.8902797539043965,1.9351236363178104,1.9346870158724683,0.7713565458635705,-1 -1018,2017-06-16,1.9143950892645856,1.9143950892645856,1.9303061303289282,1.9932585091236523,2.0217819464055364,-0.06797554917502399,-1 -1019,2017-06-19,1.888988724940217,1.888988724940217,1.9097434882738578,1.956219861935857,1.97442017597835,-0.10924375149365817,-1 -1020,2017-06-20,1.9277333851047147,1.9277333851047147,1.943962314967975,1.9873002582786148,2.0009618469007404,0.09275921571709164,-1 -1021,2017-06-21,1.9937897506274176,1.9937897506274176,1.9142958492093032,1.9597624687056912,1.964089699856889,-0.4785680431300426,-1 -1022,2017-06-22,2.092398645105458,2.092398645105458,2.040025798020311,2.0491394565402343,2.021940638960947,0.11345009756204252,1 -1023,2017-06-23,2.1057369409455884,2.1057369409455884,2.071261811127248,2.142220309093555,2.092824374693084,-0.13275095534604472,1 -1024,2017-06-26,2.0110981884071566,2.0110981884071566,2.0706339921879415,2.041570469153728,2.1602109630221578,-0.09679742520273273,1 -1025,2017-06-27,1.771007954681557,1.771007954681557,1.9050343971454058,1.863139009382535,1.9966703273076962,-0.00769717330619894,1 -1026,2017-06-28,1.911854180251171,1.911854180251171,1.8318885507960154,1.8711908491418823,1.8421892631520194,-0.1652976443513297,1 -1027,2017-06-29,1.7452835792165877,1.7452835792165877,1.8202730022515405,1.7355959509285697,1.9046491069599432,0.27043733720232843,1 -1028,2017-06-30,1.7589394318956892,1.7589394318956892,1.7538759849578769,1.8244896256532728,1.7949866399867076,-0.2684113694622814,1 -1029,2017-07-03,1.6161874109906103,1.6161874109906103,1.8257666425123007,1.6937255548533703,1.8987688429869367,-0.1646389883979778,-1 -1030,2017-07-05,1.2107968035863208,1.2107968035863208,1.4473211582006684,1.2883898780689578,1.5325910004996313,2.274954525994677,-1 -1031,2017-07-06,0.9208465117289072,0.9208465117289072,1.0321460205213377,0.9658283672152649,1.0567502363326284,2.7922947089412093,-1 -1032,2017-07-07,0.9905550080506166,0.9905550080506166,0.9726559097273464,0.9832207281145321,0.9969918036183981,1.623157679467344,1 -1033,2017-07-10,1.035492708027534,1.035492708027534,0.9874105529683549,0.9147791686860895,0.9874561543933789,1.5423019831248357,1 -1034,2017-07-11,1.2128611501904616,1.2128611501904616,1.1340170533040868,1.0946596463128062,1.0367249637242755,1.0286639008816258,1 -1035,2017-07-12,1.2493829124821472,1.2493829124821472,1.2253714452279718,1.2589197575306708,1.2655860016022267,0.7530958773637456,1 -1036,2017-07-13,1.1523622565006022,1.1523622565006022,1.2018264386693682,1.1859689651127125,1.260977096898361,0.35526768153920163,0 -1037,2017-07-14,1.22175319598334,1.22175319598334,1.1519112403252794,1.2060990252480774,1.1509963354013777,-0.3191278778703772,-1 -1038,2017-07-17,1.0913868004014684,1.0913868004014684,1.131191868077205,1.0809716108693155,1.1883454695243878,0.6465298865662599,-1 -1039,2017-07-18,1.2290579118829783,1.2290579118829783,1.1630557001234505,1.1165612402015865,1.0605647688465127,-0.14912650508282801,-1 -1040,2017-07-19,1.1817383084629485,1.1817383084629485,1.202611436885325,1.2383068450224626,1.2310978805412462,-0.1529194548831648,-1 -1041,2017-07-20,1.255734503563239,1.255734503563239,1.1801653380123331,1.2540884693802636,1.2099599412191648,-0.4233772166940046,-1 -1042,2017-07-21,1.2315983665947658,1.2315983665947658,1.1964895286016108,1.2798547251997703,1.2506466207769,-0.4834738943688015,1 -1043,2017-07-24,1.4558098497684477,1.4558098497684477,1.387046498274368,1.3476526350434244,1.2630432830639455,0.3649431103711984,1 -1044,2017-07-25,1.4094429168653373,1.4094429168653373,1.421579234438138,1.414322660718453,1.497625892359491,-0.009332457052451918,1 -1045,2017-07-26,1.476928515314234,1.476928515314234,1.4200092380062228,1.4782549871573842,1.4238815982717885,-0.5018254119656405,-1 -1046,2017-07-27,1.3278249033280616,1.3278249033280616,1.4514028794734601,1.2877457677471698,1.5135192473431345,0.2889251284446885,-1 -1047,2017-07-28,1.337511068369186,1.337511068369186,1.3273992082037245,1.3879122945771585,1.3687325249678857,-0.48828889651054636,1 -1048,2017-07-31,1.1533149270175216,1.1533149270175216,1.3570661230460421,1.2032000680630344,1.346641066193949,0.34177659063261456,-1 -1049,2017-08-01,1.0913868004014684,1.0913868004014684,1.0895954952207583,1.1241297668510932,1.1479766297839376,0.2890841143644631,-1 -1050,2017-08-02,1.191742030343046,1.191742030343046,1.1315057775468587,1.0450594656391536,1.0834505998104293,1.3766386547197076,1 -1051,2017-08-03,1.5283768119425438,1.5283768119425438,1.4906438085983842,1.5592580800716864,1.5028704766979268,1.4773675910340403,1 -1052,2017-08-04,1.6843085774190834,1.6843085774190834,1.6047586579485644,1.5616737241468908,1.5294121476203182,0.5084392591048973,1 -1053,2017-08-07,1.6566788609202747,1.6566788609202747,1.6394481243053407,1.7138556149887358,1.6939063027866323,-0.16030094401555672,1 -1054,2017-08-08,1.816262757195818,1.816262757195818,1.7822872619215804,1.7887391991090533,1.6967668611421995,0.09528027815923165,1 -1055,2017-08-09,1.7894271599452578,1.7894271599452578,1.8045766306015707,1.8137000866578281,1.751916389152564,-0.03138607535261361,1 -1056,2017-08-10,1.6603309917192803,1.6603309917192803,1.7519925281399549,1.744613956170599,1.7614520383775816,0.014220171348441668,1 -1057,2017-08-11,1.699552214293053,1.699552214293053,1.6673878634390917,1.7278661663301167,1.687866891551753,-0.6051662598191273,1 -1058,2017-08-14,1.7937144044222095,1.7937144044222095,1.7678465281502236,1.872479069785458,1.8096081809947488,-0.5703256311142374,1 -1059,2017-08-15,1.770372386701982,1.770372386701982,1.7337844316491093,1.820463705773599,1.818667297847069,-0.8960423561838757,1 -1060,2017-08-16,1.7795824436354615,1.7795824436354615,1.7496379825757298,1.8711908491418823,1.7837026444133912,-0.8213871107125766,1 -1061,2017-08-17,1.605072013023292,1.605072013023292,1.6994088747619867,1.695175033445892,1.7552539345872902,-0.4548337165351209,1 -1062,2017-08-18,1.534251840614363,1.534251840614363,1.5534306424492113,1.6019333836806213,1.6233404068717823,-0.3684135130005017,-1 -1063,2017-08-21,1.3818136546681572,1.3818136546681572,1.4250322386043266,1.3772835527936598,1.5106582342811066,-0.12148566731630199,-1 -1064,2017-08-22,1.4372311846328172,1.4372311846328172,1.36883840178352,1.4661772275183635,1.4361195680034227,-0.6151142359421662,-1 -1065,2017-08-23,1.6185693144337234,1.6185693144337234,1.5454252773475754,1.481153944342427,1.402107979315137,-0.47145910128869284,0 -1066,2017-08-24,1.6211102234471368,1.6211102234471368,1.5951832964150134,1.66538285774671,1.6171423030814909,-0.555449091478186,1 -1067,2017-08-25,1.5436204488165135,1.5436204488165135,1.579958013511347,1.6260893636956597,1.6444783461938637,-0.8054430941866101,-1 -1068,2017-08-28,1.5056699079002633,1.5056699079002633,1.4490483339092333,1.5040217037138903,1.5338623597687717,-0.741848726276772,1 -1069,2017-08-29,1.5326640564194973,1.5326640564194973,1.4757324351643728,1.488400415831039,1.4098957368983183,-0.6715088129136405,1 -1070,2017-08-30,1.6250799110851166,1.6250799110851166,1.5451113678779218,1.6212580755452535,1.5718467188198897,-0.8215915211808582,1 -1071,2017-08-31,1.668270821296867,1.668270821296867,1.6231234846324138,1.7149830384203626,1.6335121904378318,-0.6717132233819221,1 -1072,2017-09-01,1.6603309917192803,1.6603309917192803,1.6097812094630206,1.728993129024747,1.6743575625509783,-0.9041279258181266,-1 -1073,2017-09-05,1.5680741426239606,1.5680741426239606,1.5768184697311642,1.603382862273143,1.6374854155071263,-0.7257002992825239,1 -1074,2017-09-06,1.4877263564425798,1.4877263564425798,1.5060267198623505,1.5336526214641257,1.5691448530197347,-0.6674887403707686,1 -1075,2017-09-07,1.584270904316479,1.584270904316479,1.529571726420954,1.5640893682220924,1.5132009528193877,-0.6339199990240755,-1 -1076,2017-09-08,1.4697832592865256,1.4697832592865256,1.4871908044321973,1.5455695838911978,1.5610397103257325,-0.8555236589156076,-1 -1077,2017-09-11,1.7919680689586721,1.7919680689586721,1.7058446925153559,1.6695695748383304,1.5985470822976915,0.14463405011211666,-1 -1078,2017-09-12,1.7770415346220472,1.7770415346220472,1.7851124471484618,1.8370506984021329,1.807383302273752,-0.24015730029091048,-1 -1079,2017-09-13,1.8323005133180352,1.8323005133180352,1.7742818968199443,1.824006773280431,1.7967349863350062,-0.6461846271209728,-1 -1080,2017-09-14,2.0134800918502695,2.0134800918502695,1.9295211321129708,1.8729623828952977,1.8048405837354717,0.039112823930292556,-1 -1081,2017-09-15,2.0479375075378154,2.0479375075378154,1.9615421434358649,2.0351289051988517,1.9666324183951702,-0.3656199032673195,1 -1082,2017-09-18,2.1303496403233386,2.1303496403233386,2.1123870952373913,2.1153266298424196,2.057859266552943,0.035819544163533085,1 -1083,2017-09-19,1.973147193189277,1.973147193189277,1.999057244103171,2.0491394565402343,2.053885586777183,-0.13136550661658042,-1 -1084,2017-09-20,1.9542514255163028,1.9542514255163028,1.934073493048418,2.008879797006501,1.9426339207175227,-0.47949924637443664,-1 -1085,2017-09-21,1.836270200956014,1.836270200956014,1.9117841243684277,1.903237871704319,1.972830976891924,-0.547840479603259,1 -1086,2017-09-22,1.5918927227534634,1.5918927227534634,1.8030066341696547,1.6837413841286575,1.8391695575345794,0.25644657626216405,-1 -1087,2017-09-25,1.495030618040591,1.495030618040591,1.6078977526450995,1.5549101050311178,1.6271549393856664,0.13073413826896635,-1 -1088,2017-09-26,1.499159311248871,1.499159311248871,1.5101079920514937,1.5230243404176267,1.5918719914282409,0.02861975322516928,1 -1089,2017-09-27,1.4311971503906984,1.4311971503906984,1.5140320849639863,1.5165827764627495,1.5755025587783624,-0.2203067725933396,-1 -1090,2017-09-28,1.4094429168653373,1.4094429168653373,1.3768437668851559,1.434452720853817,1.4162529879504828,-0.3885365879891147,-1 -1091,2017-09-29,1.4332614969948385,1.4332614969948385,1.4071380515831338,1.4859852324928333,1.447721403394024,-0.43680017077783106,1 -1092,2017-10-02,1.4400896504852048,1.4400896504852048,1.3917555894028166,1.4362237938702362,1.4582110267773587,-0.3959862139442672,1 -1093,2017-10-03,1.545049681742707,1.545049681742707,1.4678842493393875,1.368104289602686,1.3529983172461166,0.709374749425732,-1 -1094,2017-10-04,1.6541384062084914,1.6541384062084914,1.625949118942942,1.663128471620452,1.596958337917729,0.2573777795065581,1 -1095,2017-10-05,1.659219769933689,1.659219769933689,1.6074266638987955,1.6913099107781668,1.6724505236472675,-0.6492507841451971,1 -1096,2017-10-06,1.683832015009809,1.683832015009809,1.6491797669482453,1.705803775229388,1.626360567195685,-0.6206787431342771,1 -1097,2017-10-09,1.4624789976885129,1.4624789976885129,1.5181133571531296,1.5515282954732323,1.5715288790026045,0.10525096655652412,-1 -1098,2017-10-10,1.6633480088403396,1.6633480088403396,1.5790162851023881,1.5975854086400538,1.526233749447466,-0.011762670397577871,-1 -1099,2017-10-11,1.6476278095570973,1.6476278095570973,1.6099383887396712,1.6880893591692268,1.6389159220381406,-0.5745046895768839,-1 -1100,2017-10-12,1.6647772417665343,1.6647772417665343,1.6441567663501417,1.7120840812353195,1.623976541212815,-0.6684880804379232,-1 -1101,2017-10-13,1.6630304520013666,1.6630304520013666,1.6239080337647238,1.7288323318127987,1.6880260388136268,-0.7926106592333749,-1 -1102,2017-10-16,1.5841118987461769,1.5841118987461769,1.5609649188045438,1.6238345168324047,1.6368497358725569,-0.3758404266814006,0 -1103,2017-10-17,1.6658889178537541,1.6658889178537541,1.5882768389989887,1.6706969982699595,1.591554151610956,-0.8487554011880605,-1 -1104,2017-10-18,1.727817044469807,1.727817044469807,1.694700232717185,1.7360792640384093,1.6719735365681085,-0.4749567915237339,-1 -1105,2017-10-19,1.6033256775597546,1.6033256775597546,1.602874752046996,1.640582767409883,1.665457592960532,-0.4470888310146727,1 -1106,2017-10-20,1.4967774078057572,1.4967774078057572,1.5620638264901558,1.5784215139873712,1.6198441688816456,-0.4769327593837896,-1 -1107,2017-10-23,1.3684753588280272,1.3684753588280272,1.4898592594660751,1.4481412170343062,1.575184264254614,-0.2913961910068371,1 -1108,2017-10-24,1.3735562682515972,1.3735562682515972,1.3776283160174658,1.4466917384417854,1.3990882736976968,-0.5765715065339537,-1 -1109,2017-10-25,1.1909483653964288,1.1909483653964288,1.2944364684718672,1.2437822434946577,1.3657128193504455,0.3551768324421876,-1 -1110,2017-10-26,1.196188280390299,1.196188280390299,1.1803220682053361,1.2379847898615688,1.2239458025926375,-0.45578763205376843,-1 -1111,2017-10-27,1.1120293578396097,1.1120293578396097,1.0917933105919795,1.1326649197202798,1.096324249176633,-0.011490123106535709,-1 -1112,2017-10-30,1.0994851812477273,1.0994851812477273,1.0790788543618943,1.142166238072151,1.0872651323243128,-0.6304677333375414,1 -1113,2017-10-31,1.28129941915628,1.28129941915628,1.2073200789301284,1.1893507746705982,1.1039528594979395,-0.3084303966969723,-1 -1114,2017-11-01,1.1153639317996422,1.1153639317996422,1.217679989595991,1.1906394560511713,1.294988230880185,0.324106441263381,-1 -1115,2017-11-02,0.7688844338903472,0.7688844338903472,0.8422168697878892,0.7456877693178171,0.7845006530967871,2.8983383174308646,-1 -1116,2017-11-03,0.8773380446781834,0.8773380446781834,0.803917669071924,0.7859474288515496,0.7744880167926114,0.42329094292847486,-1 -1117,2017-11-06,0.8247785262642816,0.8247785262642816,0.8235381336343865,0.8484307374349562,0.8936865876973261,-0.12362062109613227,1 -1118,2017-11-07,0.8767029310002372,0.8767029310002372,0.8078413129007682,0.8648569328515414,0.798645661732132,-0.3942827933752536,1 -1119,2017-11-08,0.8503438961589503,0.8503438961589503,0.813963221184483,0.8853085874108022,0.8698467825750898,-0.5235156338777459,1 -1120,2017-11-09,0.8281131002243141,0.8281131002243141,0.7758203015778724,0.8047888076063413,0.8221676270370831,-0.3595784383158849,0 -1121,2017-11-10,0.8281131002243141,0.8281131002243141,0.8370371389967826,0.8941657954408828,0.8221676270370831,-0.546205195857006,-1 -1122,2017-11-13,1.0251714293084635,1.0251714293084635,0.9695168150308104,0.8500410132394263,0.7845006530967871,0.1259645606757285,-1 -1123,2017-11-14,0.9187821651247664,0.9187821651247664,0.9624531783381352,0.975490482779082,1.020831608740632,-0.3075673302753388,-1 -1124,2017-11-15,0.9600672800010497,0.9600672800010497,0.901864159858532,0.8885295997567401,0.8779523799755563,-0.2388399883842067,-1 -1125,2017-11-16,0.9791220532443237,0.9791220532443237,0.9905500967485383,1.0463476862827297,1.0047795612015762,-0.27440740986520895,1 -1126,2017-11-17,1.0196135031739897,1.0196135031739897,1.1244421408541831,1.0761403227189095,1.19041120098351,1.5228148518153208,1 -1127,2017-11-20,0.9194172788027135,0.9194172788027135,0.949110903168742,0.9408674796664893,1.0016007083222622,0.2765015144280165,-1 -1128,2017-11-21,1.0634395270636865,1.0634395270636865,0.9919629139038046,1.0046390088934727,0.9550342194979831,0.05246764119135854,-1 -1129,2017-11-22,0.9807102917408204,0.9807102917408204,0.9792484576737168,1.0550440971008619,1.0489624787494463,-0.4798399304882393,1 -1130,2017-11-24,1.0275533327515767,1.0275533327515767,0.9633949067470956,1.0415168588693198,1.0016007083222622,-0.8599298401207891,1 -1131,2017-11-27,1.0475607765117716,1.0475607765117716,0.9779928197951028,1.0175221368032261,0.9930185785491018,-0.561990226463198,1 -1132,2017-11-28,1.059311288157036,1.059311288157036,1.0197454737609035,1.088540137518823,1.0424465351418706,-0.4725947150013685,-1 -1133,2017-11-29,0.9003625055594379,0.9003625055594379,0.9883527304609638,0.8841816247161726,1.0573859159671979,0.39453720372352663,-1 -1134,2017-11-30,0.9211640685678804,0.9211640685678804,0.8737672414481279,0.9374856701086046,0.918479912271417,-0.6083914027631262,-1 -1135,2017-12-01,0.8843247494372216,0.8843247494372216,0.8678025124410653,0.9456983070798993,0.8688932631232353,-0.6217235077499387,1 -1136,2017-12-04,0.863205629589806,0.863205629589806,0.835624321841518,0.8741969932544644,0.8857396828522727,-0.2714548142122522,-1 -1137,2017-12-05,0.8393875037619344,0.8393875037619344,0.8313863194593718,0.8804777599973922,0.8142207221920297,-0.5414129059895146,1 -1138,2017-12-06,0.9911905760301915,0.9911905760301915,0.9159914332438834,0.8643736197417019,0.7840236660176281,0.03747754018403958,1 -1139,2017-12-07,0.9591146094841312,0.9591146094841312,0.9982415523805207,1.0423222271400532,0.973151998496161,-0.510955746215553,1 -1140,2017-12-08,1.0208841848315116,1.0208841848315116,0.9723420002576929,1.0457040366979387,1.0144743576884665,-0.8089634966959046,1 -1141,2017-12-11,1.2396967474410228,1.2396967474410228,1.1611722433055294,1.0858028990197235,1.014950890061164,0.20616160106488496,0 -1142,2017-12-12,1.4321498209076178,1.4321498209076178,1.3562811248300846,1.3479746902043184,1.2663808284986708,0.386769605928825,1 -1143,2017-12-13,1.40039186550216,1.40039186550216,1.399917684697457,1.4521666761769818,1.4329407151241087,-0.1836945864966757,1 -1144,2017-12-14,1.3822897627758022,1.3822897627758022,1.450460701980851,1.458608240131859,1.4342120743932494,-0.27944953474948897,1 -1145,2017-12-15,1.4705773785347716,1.4705773785347716,1.3948946840993517,1.4402501744869058,1.4505824164560528,-0.022051330634419525,-1 -1146,2017-12-18,1.3978514107903734,1.3978514107903734,1.4393162421826793,1.469559037076249,1.496036693273065,-0.35296916650811244,1 -1147,2017-12-19,1.2744717199675408,1.2744717199675408,1.3570661230460421,1.3523226652448859,1.4222923991853629,-0.046626011376721226,1 -1148,2017-12-20,1.240807969226614,1.240807969226614,1.2253714452279718,1.267615707611805,1.3019811615669188,-0.24449534467333156,1 -1149,2017-12-21,1.2833637657604176,1.2833637657604176,1.2354169973405325,1.302561226622288,1.2527128069424855,-0.6007600786139456,0 -1150,2017-12-22,1.180785637946029,1.180785637946029,1.1911526185338537,1.2640731008419719,1.2514409929668817,-0.6392346711993977,1 -1151,2017-12-26,1.0551825949487559,1.0551825949487559,1.0815905792027698,1.1313766990767047,1.1611681189674272,-0.6023045132631846,1 -1152,2017-12-27,0.9654662005652221,0.9654662005652221,0.98332972986286,1.037490938989646,1.0367249637242755,-0.5265136540792097,1 -1153,2017-12-28,1.0245363156305172,1.0245363156305172,0.9541339037668457,1.0180049891760694,0.9691787734268655,-0.6164088355746165,1 -1154,2017-12-29,0.9608613992492973,0.9608613992492973,0.9633949067470956,1.0254131793506263,1.0395855220798427,-0.7388507060753082,1 -1155,2018-01-02,1.1066308915770666,1.1066308915770666,1.0528658418530596,1.0415168588693198,0.973151998496161,-0.6082551291176052,-1 -1156,2018-01-03,1.0545474812708113,1.0545474812708113,1.1021527721741937,1.1147897064481709,1.116190374523113,-0.5698032488064066,-1 -1157,2018-01-04,1.0127858039852529,1.0127858039852529,0.9969859145019067,0.9558441964905537,0.9869791673142216,0.6622922048981983,-1 -1158,2018-01-05,1.043908645712766,1.043908645712766,0.9764228233631876,1.057620538388014,1.0465784527665791,-0.5539727936517077,-1 -1159,2018-01-08,1.3587891937869028,1.3587891937869028,1.2869021921165353,1.1139843381774375,1.0367249637242755,0.642555238571895,1 -1160,2018-01-09,1.3155982835751523,1.3155982835751523,1.3148419312502873,1.3056214417562764,1.34123733459364,0.02641666262257846,1 -1161,2018-01-10,1.333223823892234,1.333223823892234,1.286588282646882,1.3474913770944787,1.2941938586902018,-0.6178624211268414,1 -1162,2018-01-11,1.383242887594351,1.383242887594351,1.4091786876777044,1.3999900542161774,1.3425086938627795,-0.08739454366177811,1 -1163,2018-01-12,1.3557721766658435,1.3557721766658435,1.3401136644338099,1.40659287612,1.3963864078975419,-0.5008487841727394,1 -1164,2018-01-16,1.4167476327649773,1.4167476327649773,1.4121610521812376,1.4247901445530036,1.3790630010893463,-0.12627795718379337,1 -1165,2018-01-17,1.5294880337281358,1.5294880337281358,1.4749474369484161,1.5045045560867336,1.4256299446200897,0.016627672419314107,1 -1166,2018-01-18,1.4883614701205252,1.4883614701205252,1.5267465411940726,1.5687593984235542,1.5082742082982368,-0.30536423967274795,1 -1167,2018-01-19,1.5749022961143277,1.5749022961143277,1.4999052606622834,1.550400872041605,1.497625892359491,-0.48649462684451883,1 -1168,2018-01-22,1.5993555356201465,1.5993555356201465,1.6135485721825102,1.656686907665575,1.567555653933309,-0.1862156489388157,0 -1169,2018-01-23,1.6188868712726965,1.6188868712726965,1.6554584054249633,1.685673715094025,1.7360230341689205,-0.35542209212749193,1 -1170,2018-01-24,1.509322038699269,1.509322038699269,1.565202921186691,1.565216330916723,1.6498820777941727,-0.39582722802449255,1 -1171,2018-01-25,1.3783200751378235,1.3783200751378235,1.478086980728598,1.4505564003725118,1.5495965674905425,-0.06586330766944723,-1 -1172,2018-01-26,1.461049764762319,1.461049764762319,1.3964642314476192,1.4394448062161742,1.4419998319764298,-0.5657377517150277,-1 -1173,2018-01-29,1.5671214721070421,1.5671214721070421,1.5039860837677799,1.480831889181533,1.4157764555777854,-0.51856435809048,1 -1174,2018-01-30,1.5082103626120484,1.5082103626120484,1.4634890676805907,1.5434759949768884,1.499850771080487,-0.525241766721013,-1 -1175,2018-01-31,1.6430230082411714,1.6430230082411714,1.5878061993363322,1.592110010167859,1.5375177450207838,-0.18537529479143572,-1 -1176,2018-02-01,1.562675222059789,1.562675222059789,1.6422733095322206,1.6475076444746004,1.592984658141972,-0.6433455928392836,1 -1177,2018-02-02,1.4753411854209986,1.4753411854209986,1.521252451849664,1.5167435736746981,1.5522984332906982,-0.7552943926348521,1 -1178,2018-02-05,1.3067062377822771,1.3067062377822771,1.403841777609948,1.3958033371245553,1.3858972392206708,-0.5828400942279234,1 -1179,2018-02-06,1.3200445336224054,1.3200445336224054,1.2743449151631,1.2428160780119748,1.1831008851859517,-0.44104736606323813,1 -1180,2018-02-07,1.4951896236108915,1.4951896236108915,1.4278578729148548,1.4386394379454397,1.402107979315137,-0.013874911903154635,1 -1181,2018-02-08,1.0224719690263773,1.0224719690263773,1.4689827079413509,1.0994909344632133,1.4707663816198162,0.7459415109738888,1 -1182,2018-02-09,0.9460943247846029,0.9460943247846029,1.0351283850248698,0.7799891780065129,1.0991848075322,1.340798685947663,-1 -1183,2018-02-12,1.030411798603964,1.030411798603964,0.9896083683395787,0.9650234596815292,1.0387906951833976,-0.18226371321870435,-1 -1184,2018-02-13,1.1563319441385809,1.1563319441385809,1.0855146721152626,1.0658336360963063,1.0211494485579171,-0.5610135986702969,0 -1185,2018-02-14,1.1348952674521913,1.1348952674521913,1.116593955029198,1.162618353368408,1.1136476559848292,-0.6994449102454622,-1 -1186,2018-02-15,1.3216323178172709,1.3216323178172709,1.2413821754312435,1.2251016619518145,1.171816434906174,-0.25378466484301865,0 -1187,2018-02-16,1.3441802162892518,1.3441802162892518,1.382651316615568,1.3739017432357759,1.2989619106559422,-0.31517594215026584,-1 -1188,2018-02-20,1.332747715784589,1.332747715784589,1.3468633916568324,1.3716473571095171,1.3302711788376087,-0.6861128052586497,1 -1189,2018-02-21,1.3094052437627313,1.3094052437627313,1.3288120253589883,1.3985405756236557,1.3550645034116997,-0.8654943473129,-1 -1190,2018-02-22,1.5137678344448928,1.5137678344448928,1.450460701980851,1.4239852370192663,1.3471180532731086,-0.013738638257633553,1 -1191,2018-02-23,1.6071363596274313,1.6071363596274313,1.5689702839061788,1.6228683513497235,1.542603636803807,-0.2754748867551241,1 -1192,2018-02-26,1.6924065039637128,1.6924065039637128,1.6319133988663597,1.7075753089828034,1.6327178182478492,-0.6110260265765338,0 -1193,2018-02-27,1.5903044842569685,1.5903044842569685,1.647453040323328,1.6697308327872775,1.676423748716563,-0.5071400841409627,0 -1194,2018-02-28,1.4643843387223516,1.4643843387223516,1.5728943768186716,1.5442813632476218,1.617937129977934,-0.21817181881350933,1 -1195,2018-03-01,1.2717722596854553,1.2717722596854553,1.4697677061573085,1.3486188005261055,1.4977850396213648,-0.03286237317909199,1 -1196,2018-03-02,1.3383051876174334,1.3383051876174334,1.258648094429481,1.234280925142789,1.2112317551947678,-0.4400480259960835,1 -1197,2018-03-05,1.3101993630109796,1.3101993630109796,1.2983605613843607,1.336057727777246,1.2972131096011792,-0.7282667862731709,-1 -1198,2018-03-06,1.2284223439034034,1.2284223439034034,1.2766994607273259,1.2996627301742418,1.3188280360024187,-0.6233587914961917,1 -1199,2018-03-07,1.2935264932108173,1.2935264932108173,1.2159537120547197,1.2144729201683184,1.1867558157314988,-0.45946702048283766,1 -1200,2018-03-08,1.2427137645620823,1.2427137645620823,1.228510539924506,1.2874237125862757,1.3046830273670738,-0.7867736047502218,-1 -1201,2018-03-09,1.2120670309422141,1.2120670309422141,1.153009698927243,1.224618348841975,1.1654591838540078,-0.3460192105865373,-1 -1202,2018-03-12,1.503288004457151,1.503288004457151,1.446850518538012,1.2911275773050561,1.2371372917761263,0.28020361513133923,1 -1203,2018-03-13,1.4450120086401028,1.4450120086401028,1.446850518538012,1.2911275773050561,1.2371372917761263,-0.24176987176290993,1 -1204,2018-03-14,1.2034925419883102,1.2034925419883102,1.3306954821769093,1.2497404943396953,1.366666338802301,0.21283900969541797,-1 -1205,2018-03-15,1.187137229027121,1.187137229027121,1.221447352315479,1.2041666942827125,1.2493752615077613,-0.10572334898436357,1 -1206,2018-03-16,1.119651176276594,1.119651176276594,1.1359009592056553,1.1714755613984884,1.14686441777667,-0.20736077626883687,-1 -1207,2018-03-19,0.995953928614789,0.995953928614789,1.0315182015820314,1.0200985780903788,1.0446714138628674,0.10311601277669384,-1 -1208,2018-03-20,0.9481582170871135,0.9481582170871135,0.9608831819062184,1.0054439164272093,1.0187654225750473,-0.5146578469188756,-1 -1209,2018-03-21,1.04311452646452,1.04311452646452,1.0580455726441664,1.02847247301062,0.94533896830463,-0.24345058005766995,-1 -1210,2018-03-22,0.9251337562058591,0.9251337562058591,1.001223916884052,0.9961038560242862,1.0031903621151503,-0.4747978056039593,1 -1211,2018-03-23,0.8050886393430597,0.8050886393430597,0.8824004254890716,0.8716205519673125,0.9612323232882745,-0.08525958988194783,-1 -1212,2018-03-26,0.847009322198917,0.847009322198917,0.8249509507896511,0.7252356540215602,0.8990898645911736,0.30545966410124636,-1 -1213,2018-03-27,0.45003419817823165,0.45003419817823165,0.7728379370743402,0.4968819584158181,0.8460069774528561,1.553907955268381,-1 -1214,2018-03-28,0.11022384818900169,0.11022384818900169,0.21419584283946116,0.09299576022392697,0.21949922693759563,3.1731568358983786,-1 -1215,2018-03-29,0.24281359594531293,0.24281359594531293,0.24998376779819917,0.030351193691574834,0.09092369936327552,1.848872260998762,-1 -1216,2018-04-02,0.02606537993994172,0.02606537993994172,0.08312898396069786,-0.027944937063212764,0.08726831411126516,2.0631171440321556,-1 -1217,2018-04-03,0.2650439375783198,0.2650439375783198,0.2874988684655029,0.13148388600424388,0.3027796249567771,2.6832530802500907,-1 -1218,2018-04-04,0.5732553377323917,0.5732553377323917,0.5232619453538968,0.09138502368245996,0.03196009354548842,2.922254342219814,-1 -1219,2018-04-05,0.8714625617047366,0.8714625617047366,0.8040743992649279,0.674347252704329,0.6130135672437356,2.7460979431095627,-1 -1220,2018-04-06,0.7695195475682934,0.7695195475682934,0.8514783218517867,0.7919061404335841,0.798327821914846,1.4740288867187739,-1 -1221,2018-04-09,0.6164462479441423,0.6164462479441423,0.8549313260179762,0.6906121901719696,0.7883151856106713,0.731223957257612,-1 -1222,2018-04-10,0.8552662543138485,0.8552662543138485,0.8172594951576687,0.7625968171072448,0.7660645795748623,0.8992947867336125,-1 -1223,2018-04-11,0.7954024743019353,0.7954024743019353,0.8467692307233365,0.8588982212695068,0.7941954495836767,0.10279804093714465,-1 -1224,2018-04-12,0.686631306675126,0.686631306675126,0.7678149364762366,0.7625968171072448,0.8193066139750544,0.13139279422231825,-1 -1225,2018-04-13,0.7860338660997841,0.7860338660997841,0.7678149364762366,0.7996359250320372,0.83964972640069,0.06743502992442399,-1 -1226,2018-04-16,0.6410584930202631,0.6410584930202631,0.700476639857259,0.6873911778260325,0.7665411119475579,-0.1571212256200648,-1 -1227,2018-04-17,0.5851644006463279,0.5851644006463279,0.5829092354245394,0.5827158787435295,0.6055436494778411,-0.006879531433072451,-1 -1228,2018-04-18,0.6750398006001629,0.6750398006001629,0.709580912644506,0.6737031423825419,0.6406674501733928,-0.10733592045636303,-1 -1229,2018-04-19,0.7819051728915041,0.7819051728915041,0.7216671008516375,0.6799839091254705,0.6406674501733928,-0.21342495349452498,1 -1230,2018-04-20,0.6256558505759914,0.6256558505759914,0.7054996404553628,0.6993086009901008,0.70567046722606,-0.31851464646553235,-1 -1231,2018-04-23,0.5165671261102097,0.5165671261102097,0.5742760513835982,0.5798173822954834,0.644004995608118,-0.4853363008575896,1 -1232,2018-04-24,0.5179963590364035,0.5179963590364035,0.5031703920451286,0.5174948709240254,0.5440373251217729,-0.30547780104401556,1 -1233,2018-04-25,0.4740117838780348,0.4740117838780348,0.4728761073471516,0.4980093818474456,0.5201975199995391,-0.6851588897400022,1 -1234,2018-04-26,0.5500718712808351,0.5500718712808351,0.4827649292667085,0.485931161471428,0.4447048795635339,-0.6073920626959716,-1 -1235,2018-04-27,0.686631306675126,0.686631306675126,0.619011069852931,0.6039733623105226,0.5499180438012418,-0.6054388071101694,-1 -1236,2018-04-30,0.6837728408227376,0.6837728408227376,0.6858787268092519,0.7435941804035077,0.6808771426519691,-0.6364183491919619,-1 -1237,2018-05-01,0.7793647181797191,0.7793647181797191,0.7186847363481054,0.7551890876696857,0.6792879435655435,-0.546159771308499,-1 -1238,2018-05-02,0.7988960538322691,0.7988960538322691,0.8133354022451761,0.8286227324604872,0.7597073285226971,0.44064312045815923,-1 -1239,2018-05-03,0.5337165583196458,0.5337165583196458,0.51808221456279,0.4654795069121663,0.4453410139045684,2.3443178115649075,-1 -1240,2018-05-04,0.6867903122454273,0.6867903122454273,0.6565261705202347,0.5345651766623984,0.5122510698609456,0.34956690070156976,-1 -1241,2018-05-07,0.8246199749956115,0.8246199749956115,0.7993653081364759,0.7865915391733376,0.7427013068253208,0.37427785508939254,-1 -1242,2018-05-08,0.8119163385317966,0.8119163385317966,0.82746222654688,0.8482694794860107,0.795148969035533,-0.2499008659456678,1 -1243,2018-05-09,0.889406113162421,0.889406113162421,0.8158466780024042,0.8651785272754384,0.788950410538779,-0.29591593358328633,-1 -1244,2018-05-10,0.8603476180390479,0.8603476180390479,0.9097123456835181,0.9305607930438881,0.9016330378359171,-0.3131318374674496,-1 -1245,2018-05-11,0.7974668209060753,0.7974668209060753,0.8451992342914223,0.8495581608665838,0.9048114360087686,-0.5338951432116017,-1 -1246,2018-05-14,0.6531265615044998,0.6531265615044998,0.7833545779332042,0.7294228318501792,0.8351995142522355,0.05825927112600451,-1 -1247,2018-05-15,0.5294293138426948,0.5294293138426948,0.5011297559505586,0.5503472617571956,0.5441964723836467,0.5652880815614417,-1 -1248,2018-05-16,0.5659510761343804,0.5659510761343804,0.5301684027699215,0.5674171067585718,0.5254425590444368,-0.30804428803466255,-1 -1249,2018-05-17,0.5351457912458404,0.5351457912458404,0.5361331317769858,0.6062277484367806,0.5583410263125291,-0.5927199335282018,1 -1250,2018-05-18,0.41255976536962663,0.41255976536962663,0.4648707422455157,0.44567150193769645,0.5384749009660517,0.050332687411528264,1 -1251,2018-05-21,0.5343516719975929,0.5343516719975929,0.5722354152890249,0.5632299289299528,0.4857093989385561,0.48883856642411505,-1 -1252,2018-05-22,0.38381882708522663,0.38381882708522663,0.517454395623483,0.4363314415347725,0.5879024028523596,0.43505590099179486,1 -1253,2018-05-23,0.4482878627146942,0.4482878627146942,0.3904688089338646,0.44567150193769645,0.42897067184176496,-0.2373864028319818,1 -1254,2018-05-24,0.428915078330816,0.428915078330816,0.40930472436401627,0.46000410843997125,0.43914245540781444,-0.6481151704325214,-1 -1255,2018-05-25,0.44479428318436043,0.44479428318436043,0.3862308065517176,0.4715990157061493,0.4269049403826428,-0.7166153895811185,-1 -1256,2018-05-29,0.5227601659226315,0.5227601659226315,0.49390938906487947,0.4802949657872844,0.44089080175611395,-0.3097249963294226,-1 -1257,2018-05-30,0.6491568738665227,0.6491568738665227,0.6274875237008726,0.5680612170803598,0.5168599745648123,0.10434247558638357,-1 -1258,2018-05-31,0.5381628083668998,0.5381628083668998,0.5546551377374864,0.5894794978593005,0.5791611258173245,-0.2522402301937797,-1 -1259,2018-06-01,0.6507446580613866,0.6507446580613866,0.5794557821747024,0.6041341595224702,0.5577053466779589,-0.3647341245714325,-1 -1260,2018-06-04,0.7288695463699573,0.7288695463699573,0.6901167291913981,0.7605032281929353,0.692479432749033,-0.5070492350439486,-1 -1261,2018-06-05,0.6397882656643697,0.6397882656643697,0.6712808137612447,0.6508353830110806,0.7458801597046364,-0.23509246313237694,-1 -1262,2018-06-06,1.090275124314248,1.090275124314248,1.0538075702620202,0.8237919050470754,0.7903809170697934,2.6657419168006316,1 -1263,2018-06-07,1.0361278217054803,1.0361278217054803,1.176711884762497,1.0830647390466281,1.0391089897071462,1.6614051493102608,-1 -1264,2018-06-08,1.0610580779222027,1.0610580779222027,1.0900665839670631,1.1405559622676809,1.0844041192622855,0.26684879787027327,1 -1265,2018-06-11,1.2903504705194573,1.2903504705194573,1.2498581801955357,1.2267119377562845,1.1401893269072205,1.39753394703294,1 -1266,2018-06-12,1.4597795374064266,1.4597795374064266,1.5686563744365254,1.4763226561920202,1.4928578403937514,3.4788640473506716,-1 -1267,2018-06-13,1.4916960440805578,1.4916960440805578,1.446693788345009,1.5053099243574655,1.5248032429164515,0.554068218080206,-1 -1268,2018-06-14,1.697170310849938,1.697170310849938,1.6279897550375153,1.6148165115903756,1.539424783924493,0.8972961065993034,1 -1269,2018-06-15,1.7043160211792776,1.7043160211792776,1.7209132452260196,1.6897000957106947,1.6381210951416976,0.8671569186648908,1 -1270,2018-06-18,1.9053440379014066,1.9053440379014066,1.863124563902954,1.7420375148834477,1.6629144197157884,1.1453595659961786,1 -1271,2018-06-19,1.6150757349033895,1.6150757349033895,1.8045766306015707,1.6091798551692333,1.818031618212499,1.3017789987801267,-1 -1272,2018-06-20,1.7686260512384455,1.7686260512384455,1.7163613333742198,1.7017778553497145,1.704872458542666,0.307390207412795,-1 -1273,2018-06-21,1.5350459598626114,1.5350459598626114,1.7450860707239308,1.609502371067126,1.7678092894297477,0.21277087287265742,-1 -1274,2018-06-22,1.314645613058233,1.314645613058233,1.525961542978115,1.379699196868865,1.601567242621594,0.7349260579609347,-1 -1275,2018-06-25,1.3048004424468072,1.3048004424468072,1.3096622004591814,1.3072312568237476,1.2611357894537722,-0.022482863845236283,-1 -1276,2018-06-26,1.4475524633518877,1.4475524633518877,1.3894010438385915,1.2798547251997703,1.3553823432289849,0.09589350956407652,-1 -1277,2018-06-27,1.4872502483349341,1.4872502483349341,1.5030443553588184,1.5004786362070592,1.497625892359491,0.29603407028603823,-1 -1278,2018-06-28,1.573473063188134,1.573473063188134,1.6008341159524242,1.606925469042977,1.555794671280833,0.31063806263104743,-1 -1279,2018-06-29,1.4626375489571855,1.4626375489571855,1.5512332761616359,1.5473411176446132,1.6300154977412327,-0.1221670355439074,-1 -1280,2018-07-02,1.337511068369186,1.337511068369186,1.7226399718509375,1.3450757330192753,1.7371357008826487,2.664038496231618,1 -1281,2018-07-03,0.953081029543641,0.953081029543641,1.2157965327780682,1.0204206332512729,1.2870417807415915,1.1929190682830362,-1 -1282,2018-07-05,0.9260864267227776,0.9260864267227776,0.9316878048938533,0.8035005869627653,1.0011241759495675,2.372549168462025,-1 -1283,2018-07-06,0.9219577335144976,0.9219577335144976,0.8952716119121606,0.896581439516088,0.8611055055400548,0.41681794476622347,-1 -1284,2018-07-09,1.0745549250310047,1.0745549250310047,0.9965148257556026,0.9932048988392432,0.9729933059407488,0.12866732131189662,-1 -1285,2018-07-10,1.1374357221639773,1.1374357221639773,1.1402956917808045,1.173569150312798,1.1727699543580294,0.5544543267425158,1 -1286,2018-07-11,1.081700635360344,1.081700635360344,1.050197386819181,1.107059921849717,1.0335461108449624,-0.48744854236316637,1 -1287,2018-07-12,1.0459729923169059,1.0459729923169059,1.0704461194045989,1.0700208139249254,1.1230246126544354,-0.29732409458700415,1 -1288,2018-07-13,1.0802714024341502,1.0802714024341502,1.0131529258145338,1.013334958974607,1.030049872854826,-0.263573655046283,1 -1289,2018-07-16,0.941012506757774,0.941012506757774,0.9437744421846324,0.9650234596815292,0.9685430937922952,0.17906585788044327,-1 -1290,2018-07-17,1.140929301694311,1.140929301694311,1.0941474070725579,1.0012571993355863,0.9224531373407125,-0.007742597854705967,1 -1291,2018-07-18,1.1593489612596404,1.1593489612596404,1.106077314170334,1.1260620978164564,1.1797633397512275,-0.31935500061291233,-1 -1292,2018-07-19,1.1018670846908403,1.1018670846908403,1.0753114916424038,1.0899896161113447,1.0419695480627125,-0.2532395702609343,-1 -1293,2018-07-20,0.9962714854537622,0.9962714854537622,1.070602849597601,1.0529505081865522,1.1198457597751215,-0.4242857076641451,-1 -1294,2018-07-23,0.8314476741843457,0.8314476741843457,0.7921449412507968,0.7493916340365967,0.8116780036537478,0.8999988672354714,-1 -1295,2018-07-24,0.7398259387669741,0.7398259387669741,0.8269915868842227,0.7443990879372442,0.8526820683223056,0.5815500699269575,-1 -1296,2018-07-25,0.9194172788027135,0.9194172788027135,0.8568147828358964,0.7758020001778938,0.7306229390620247,0.010245523354076792,-1 -1297,2018-07-26,0.8862300904710604,0.8862300904710604,0.8737672414481279,0.9229918056573844,0.8595163064536291,-0.5450468698700768,0 -1298,2018-07-27,0.7358562511289953,0.7358562511289953,0.8265204981379186,0.7893292384094351,0.8976598127666217,-0.3013895916783831,-1 -1299,2018-07-30,0.6245446287904011,0.6245446287904011,0.6445967125061061,0.6410120094983163,0.7172727573231238,-0.0491016492703542,-1 -1300,2018-07-31,0.7510998880029658,0.7510998880029658,0.6794433581395312,0.6883578040457116,0.6592626709571922,-0.4436592776023922,1 -1301,2018-08-01,0.7939732413757408,0.7939732413757408,0.7529035630422234,0.7516460201628548,0.7504890644085029,0.7038783790563816,1 -1302,2018-08-02,1.5672804776773435,1.5672804776773435,1.490487078405383,1.2373406795397808,1.2344354259759704,3.6759157387741555,1 -1303,2018-08-03,1.545525789850352,1.545525789850352,1.5691274631828303,1.5492734486099773,1.5422853422800593,1.5049630042520592,-1 -1304,2018-08-06,1.447393912083215,1.447393912083215,1.5688131046295284,1.5378397992927448,1.5049366628635117,0.34840857471464054,1 -1305,2018-08-07,2.0441263711685083,2.0441263711685083,2.0786393572895774,1.494842440522914,1.4791898188375654,5.415857644787324,-1 -1306,2018-08-08,1.897563213894121,1.897563213894121,2.002981337015663,1.945269064991467,1.880491916726885,3.983939602200307,-1 -1307,2018-08-09,1.6134884050101543,1.6134884050101543,1.7576433476773656,1.600806420985991,1.8242301767092528,2.306093053996244,-1 -1308,2018-08-10,1.6617602246454741,1.6617602246454741,1.6476102195999778,1.6051543960265575,1.6406642683864412,1.026983192586866,-1 -1309,2018-08-13,1.676369202143126,1.676369202143126,1.697682597220717,1.653787950480532,1.7539821206116861,0.7798509364343846,-1 -1310,2018-08-14,1.5371103064667497,1.5371103064667497,1.6350529426465423,1.6228683513497235,1.7113888568567033,-0.009968400731550298,-1 -1311,2018-08-15,1.3949929449379859,1.3949929449379859,1.4041556870796015,1.38195404373212,1.4485162302904682,0.4703734874560085,-1 -1312,2018-08-16,1.3435451026113054,1.3435451026113054,1.369466220722827,1.4090085201952025,1.4167299750296434,-0.2194664184459596,-1 -1313,2018-08-17,0.8679694364760314,0.8679694364760314,1.126011688202451,0.9212202719039679,1.1559235346289902,2.709190497447603,-1 -1314,2018-08-20,0.9146539262181166,0.9146539262181166,0.8392349543680039,0.674347252704329,0.650521393922157,2.3557193732401713,-1 -1315,2018-08-21,1.128384670800799,1.128384670800799,1.0949324052885154,1.0093090390949344,0.951060539722225,1.394967460042293,-1 -1316,2018-08-22,1.1242564318941484,1.1242564318941484,1.0806484017101625,1.1006183578948407,1.1141241883575266,-0.24626690206510563,-1 -1317,2018-08-23,1.0998027380867004,1.0998027380867004,1.1346448722433937,1.1558547342526369,1.0866289979832808,-0.4276698365279186,1 -1318,2018-08-24,1.142993648298451,1.142993648298451,1.0801777620475053,1.1767897019217382,1.1114223225573716,-0.7785063369219429,-1 -1319,2018-08-27,1.0866229935152423,1.0866229935152423,1.0580455726441664,1.0062492846979427,1.0685112189851027,1.373867757260779,-1 -1320,2018-08-28,0.968959780095556,0.968959780095556,1.0021656452930134,1.0445766132663112,1.0750271625926795,0.1405458407464842,-1 -1321,2018-08-29,0.8601886124687466,0.8601886124687466,0.891818607745972,0.923797173928117,0.9456572628283794,0.09473518357714733,-1 -1322,2018-08-30,0.830653554936099,0.830653554936099,0.7780181169490945,0.8276565669778027,0.8183530945231989,0.042337966874291484,-1 -1323,2018-08-31,0.8069939803768976,0.8069939803768976,0.7891625767472646,0.8418283762681298,0.8142207221920297,-0.3759312757784147,-1 -1324,2018-09-04,0.6051718444065228,0.6051718444065228,0.6774027220449595,0.6711267010953899,0.7338013372348761,0.2998497323606285,-1 -1325,2018-09-05,0.47480544882465286,0.47480544882465286,0.4983045707236762,0.4968819584158181,0.5448316973117545,0.15683054138625346,-1 -1326,2018-09-06,0.47814002278468537,0.47814002278468537,0.5672124146909212,0.5242584900397973,0.5408589269489215,0.10232108317782086,-1 -1327,2018-09-07,0.19692322545147606,0.19692322545147606,0.2090156629647069,0.09541140429913049,0.14829810609463692,3.511683283646999,-1 -1328,2018-09-10,0.5503894281198092,0.5503894281198092,0.48653184290255064,0.39736000264461524,0.3574517111815211,1.6473689638215894,-1 -1329,2018-09-11,0.45416289138651167,0.45416289138651167,0.4232743693890688,0.438425030449082,0.4561480223987256,0.4859768198681723,-1 -1330,2018-09-12,0.6304196574622202,0.6304196574622202,0.5880889662156461,0.5205550860580138,0.4874577452868556,0.6779863864073762,-1 -1331,2018-09-13,0.6132702252527816,0.6132702252527816,0.6273307935078687,0.6257132375133594,0.5920343204770673,-0.15671240468350156,-1 -1332,2018-09-14,0.7044158525625092,0.7044158525625092,0.6639037166825634,0.6472927762412456,0.603795757836004,-0.06011710228330829,1 -1333,2018-09-17,0.6986993751593635,0.6986993751593635,0.7194697345640629,0.6732202900097011,0.6241388702616405,-0.03240812769402172,-1 -1334,2018-09-18,0.5418149391659054,0.5418149391659054,0.7472527435048126,0.46982748195273294,0.7298281121655806,2.161574852921137,-1 -1335,2018-09-19,0.7650737518226715,0.7650737518226715,0.7058135499250163,0.5503472617571956,0.47267705701694035,0.28722170787567497,-1 -1336,2018-09-20,0.7541169051240235,0.7541169051240235,0.7996792176061295,0.7569601606861043,0.8390140467661188,0.07247715480870401,1 -1337,2018-09-21,0.7663439791785622,0.7663439791785622,0.7149178227122632,0.7898125515192763,0.7458801597046364,-0.44965531800531977,1 -1338,2018-09-24,0.7755535818104122,0.7755535818104122,0.7529035630422234,0.7609865413027748,0.7582768219916818,-0.49678328708136044,-1 -1339,2018-09-25,0.7963551448188547,0.7963551448188547,0.7780181169490945,0.8080098199522792,0.7824344669312024,-0.5788427339593051,1 -1340,2018-09-26,0.9327555746428434,0.9327555746428434,0.9238396190688679,0.8822488330138115,0.8127902156610144,0.1846303650725541,1 -1341,2018-09-27,0.9000449487204647,0.9000449487204647,0.9406348984044497,0.9756517407280275,0.9874561543933789,0.33587139932670107,-1 -1342,2018-09-28,0.22121791368862292,0.22121791368862292,0.3604879846218911,0.22923476875902737,0.3097721009370502,6.045873420305537,-1 -1343,2018-10-01,0.9505401205302257,0.9505401205302257,0.8853827899926037,0.8812826675311295,0.8741378474616713,3.349449508654151,1 -1344,2018-10-02,0.7968317072281291,0.7968317072281291,0.9701446339701175,0.8506851235612142,1.0041438815670058,1.0704771977823444,-1 -1345,2018-10-03,0.6980642614814173,0.6980642614814173,0.7780181169490945,0.7286174635794448,0.8353586615141093,0.2191075973893877,-1 -1346,2018-10-04,0.49211388660439104,0.49211388660439104,0.6116339727742497,0.5047730009632159,0.686280874252279,0.6322892906093068,-1 -1347,2018-10-05,0.17643921928200668,0.17643921928200668,0.31151451468676206,0.2202163027800013,0.37954316995545706,2.478865324242722,-1 -1348,2018-10-08,-0.0044223481096251575,-0.0044223481096251575,0.19975510906810454,0.04307352438938046,0.2185457074857402,1.4632178441741013,-1 -1349,2018-10-09,0.18993652069243794,0.18993652069243794,0.18421501852748928,0.11232045208855816,0.07121626657220938,1.142497819440236,-1 -1350,2018-10-10,0.09593288183195234,0.09593288183195234,0.16443737468837544,0.02326551941490976,0.21997621401675457,1.313907353231503,-1 -1351,2018-10-11,0.02209523800033355,0.02209523800033355,0.1132665384656727,0.04355637676222297,0.10745273398149026,0.25833169502520564,-1 -1352,2018-10-12,0.1261030530425461,0.1261030530425461,0.10918526627652948,0.09154628163140545,0.1626018072853932,0.038862988913503906,1 -1353,2018-10-15,0.13896478647340169,0.13896478647340169,0.1294339988619474,0.13228925427497737,0.13176907147642217,-0.18857772546118112,1 -1354,2018-10-16,0.408907634570621,0.408907634570621,0.3507563419789847,0.25628970595910866,0.23729962082495093,0.5669233653076947,-1 -1355,2018-10-17,0.33252999032884667,0.33252999032884667,0.43426209899423684,0.31361921049421726,0.5027154206359298,0.3691221688338449,1 -1356,2018-10-18,0.2075620610095198,0.2075620610095198,0.25061203582115293,0.26852826281007774,0.29435618773902716,-0.36546091734754493,1 -1357,2018-10-19,0.1454749288231654,0.1454749288231654,0.2295783050197783,0.1155410036974982,0.26415913156462645,0.5326505434591428,-1 -1358,2018-10-22,0.16056046873009172,0.16056046873009172,0.10714463018195788,0.10088634203432856,0.15751637020883094,-0.3247832341595021,-1 -1359,2018-10-23,0.6875839771920462,0.6875839771920462,0.6733214498558163,0.2540348590958536,0.20821523136427944,2.7249073912310346,1 -1360,2018-10-24,0.5980265883788128,0.5980265883788128,0.7755063921082188,0.634570906280437,0.7991221941048284,2.9589573774134923,1 -1361,2018-10-25,1.0165969403545598,1.0165969403545598,1.035442294494525,0.8806385572093415,1.056114556698058,3.1366582111729824,1 -1362,2018-10-26,1.2712956972761809,1.2712956972761809,1.332108299332174,0.9714645628994084,0.9135527130438036,4.632216046218345,-1 -1363,2018-10-29,1.3340179431404808,1.3340179431404808,1.4460655203220545,1.2911275773050561,1.3779503343756172,1.6933613191849544,1 -1364,2018-10-30,1.255416946724266,1.255416946724266,1.300715106948585,1.2228468150885596,1.2336410537859899,0.47614240511640094,-1 -1365,2018-10-31,1.3732391657142535,1.3732391657142535,1.3650710390640304,1.3329979733802546,1.299597135584049,0.13491319673161287,-1 -1366,2018-11-01,1.4837566688046002,1.4837566688046002,1.4567393404575688,1.4236627211213762,1.3905061439245365,0.2202659233763169,1 -1367,2018-11-02,1.5175789708141996,1.5175789708141996,1.478086980728598,1.523185137629575,1.4776006197511395,0.1766356445353173,1 -1368,2018-11-05,1.4380253038810655,1.4380253038810655,1.3958368615919599,1.3497457632207368,1.426106931699247,0.18185946761362543,-1 -1369,2018-11-06,1.4326263833168913,1.4326263833168913,1.4718078931682326,1.4455643150101563,1.4033797932907408,-0.06073033368815316,-1 -1370,2018-11-07,1.5453672385816803,1.5453672385816803,1.5091662636425331,1.5214136038761588,1.4712433686989734,0.07817793564633592,1 -1371,2018-11-08,1.5968150809083614,1.5968150809083614,1.6096244792700176,1.6444478900776096,1.5532519527425528,0.01372050131486437,1 -1372,2018-11-09,1.582682665819984,1.582682665819984,1.5534306424492113,1.5927541204896467,1.5611984028811445,-0.4386852895408727,1 -1373,2018-11-12,1.2773297315182996,1.2773297315182996,1.4871908044321973,1.3529667755666739,1.5511857665769682,-0.020166211871377897,1 -1374,2018-11-13,1.3956285129175616,1.3956285129175616,1.4074519610527871,1.3829202092148012,1.3094510793328134,-0.3592377542020822,-1 -1375,2018-11-14,1.4793104187573471,1.4793104187573471,1.4452809711897436,1.4626346207485295,1.4610715851329248,-0.45197196997917816,-1 -1376,2018-11-15,1.5498134886289343,1.5498134886289343,1.468354889002044,1.4930709067694994,1.4551913211599186,-0.5461370590342455,1 -1377,2018-11-16,1.6430230082411714,1.6430230082411714,1.580114743704349,1.5909825867362313,1.5006455979769309,0.03995317807767256,-1 -1378,2018-11-19,1.6296847124010416,1.6296847124010416,1.75356252457187,1.7159492039030446,1.6778542552475775,0.608373265820357,1 -1379,2018-11-20,1.5347284030236366,1.5347284030236366,1.4875047139018507,1.404660545154636,1.4459730570457245,0.22131068799197853,1 -1380,2018-11-21,1.3870535696620283,1.3870535696620283,1.539303818147508,1.466660540628203,1.6088780131256146,-0.5322598594653487,1 -1381,2018-11-23,1.1907893598261265,1.1907893598261265,1.2944364684718672,1.2758288053200977,1.328364139933898,-0.6422326914008615,0 -1382,2018-11-26,1.5110688284644351,1.5110688284644351,1.4313108770810443,1.2669720580270147,1.1797633397512275,0.21844894143603583,-1 -1383,2018-11-27,1.4780401914014547,1.4780401914014547,1.44292642562552,1.436062996658287,1.4189548537506376,-0.1526241953178691,-1 -1384,2018-11-28,1.540762437265757,1.540762437265757,1.4636457978735946,1.5441201052986764,1.5133601000812615,-0.6592668970909966,-1 -1385,2018-11-29,1.434373173082059,1.434373173082059,1.4514028794734601,1.5012840044777935,1.5294121476203182,-0.8970416962510304,1 -1386,2018-11-30,1.582206557712338,1.582206557712338,1.5157588115889045,1.480509834020639,1.4472448710213275,-0.3182420991744902,-1 -1387,2018-12-03,1.7093969306028483,1.7093969306028483,1.741789796750746,1.7017778553497145,1.7360230341689205,0.28985633168908254,1 -1388,2018-12-04,1.7286107094164254,1.7286107094164254,1.783856809269848,1.7017778553497145,1.6732453505437117,0.3251512058790426,1 -1389,2018-12-06,1.7819643470785747,1.7819643470785747,1.763451346491427,1.6818090531632943,1.6726092162026789,0.1844713791527795,1 -1390,2018-12-07,1.7011404527895464,1.7011404527895464,1.9535372274178775,1.792764658251729,1.8790614101958707,1.0177165846914324,1 -1391,2018-12-10,1.8151510811085976,1.8151510811085976,1.741475887281091,1.7198138658337727,1.7360230341689205,-0.09466247142290245,1 -1392,2018-12-11,1.8407164510032672,1.8407164510032672,1.8386378289353897,1.8343129991660352,1.8935242586485024,-0.16386677107335834,-1 -1393,2018-12-12,1.838175996291482,1.838175996291482,1.8345570058298941,1.9137053555388697,1.8857365010653202,-0.4549927024548955,1 -1394,2018-12-13,1.99998279043984,1.99998279043984,1.921359036818332,1.9393108141464293,1.8973383364559224,0.07622468006053375,1 -1395,2018-12-14,1.8240435812031055,1.8240435812031055,1.9281087640413554,1.900339375256273,1.97442017597835,-0.15732563608834643,-1 -1396,2018-12-17,1.5494959317899604,1.5494959317899604,1.7370807056222943,1.571013784549812,1.7678092894297477,0.1462011970356091,-1 -1397,2018-12-18,1.3686339100967,1.3686339100967,1.514973813372947,1.406914931280894,1.5856738876379513,0.015832742820441132,-1 -1398,2018-12-19,1.3041653287688626,1.3041653287688626,1.443711423841476,1.3433046600028584,1.3800165205412018,0.2825202671051976,-1 -1399,2018-12-20,1.0248538724694904,1.0248538724694904,1.1812637966142967,1.0555269494737043,1.2123439672020346,0.4636960788254755,1 -1400,2018-12-21,1.094562823092829,1.094562823092829,1.0742130330404411,1.064706212664679,1.0589751150536235,0.22405887317665368,1 -1401,2018-12-24,0.7074328696835686,0.7074328696835686,0.9334145315187714,0.7870748522831771,0.9969918036183981,-0.3339589929579216,-1 -1402,2018-12-26,1.1949175987327771,1.1949175987327771,1.1291512319826336,0.7691996390110674,0.7824344669312024,0.25728693040954403,1 -1403,2018-12-27,1.0367629353834258,1.0367629353834258,1.0538075702620202,0.8885295997567401,1.0977543010011857,0.35086150033402,-1 -1404,2018-12-28,1.3184562951259102,1.3184562951259102,1.2746588246327535,1.1608468196149924,1.1495662835768259,0.6606342088776918,1 -1405,2018-12-31,1.3014658684867746,1.3014658684867746,1.3212777490036565,1.271158775118636,1.383036226158642,-0.16534306889983671,-1 -1406,2019-01-02,0.9413305178983775,0.9413305178983775,0.9433033534383283,0.8450489278770706,0.879382886506569,1.0511944769411115,-1 -1407,2019-01-03,0.7863514229387573,0.7863514229387573,0.8533617786697086,0.8221811685056076,0.8936865876973261,-0.014783402873295179,-1 -1408,2019-01-04,1.0615341860298477,1.0615341860298477,0.9883527304609638,0.9083371439942138,0.8777932327136834,0.08262954140002458,-1 -1409,2019-01-07,1.3357647329056486,1.3357647329056486,1.2825070104577387,1.1502180778314963,1.127633517358303,0.11831052425229442,1 -1410,2019-01-08,1.341957318416439,1.341957318416439,1.3966214107242698,1.2995014722252962,1.4493106024804496,-0.004948988121523796,1 -1411,2019-01-09,1.392452490226201,1.392452490226201,1.3886160456226355,1.3711640439996766,1.346641066193949,-0.3628035812598838,-1 -1412,2019-01-10,1.494713061201617,1.494713061201617,1.4182825113813047,1.3763173873109804,1.3291585121238796,-0.22119255128922663,-1 -1413,2019-01-11,1.5310762722246318,1.5310762722246318,1.4656864339681652,1.4887229317289317,1.4513767886460336,-0.4522445172702203,1 -1414,2019-01-14,1.3268722328111422,1.3268722328111422,1.372919224889014,1.4119070166432504,1.4559856933498994,-0.40495756227440505,1 -1415,2019-01-15,1.4861385722477143,1.4861385722477143,1.4718078931682326,1.4199588564025964,1.3386941613488945,-0.2211471267407196,1 -1416,2019-01-16,1.511862493411054,1.511862493411054,1.5220374500656224,1.5648942757558308,1.4941291996628918,-0.5311469580269265,1 -1417,2019-01-17,1.531869937171249,1.531869937171249,1.5141888151569893,1.5753617595903797,1.5168567927778607,-0.7616765417000894,-1 -1418,2019-01-18,0.8165215941493519,0.8165215941493519,1.1316625077398617,0.8600256447011343,1.1479766297839376,3.8884572012385354,-1 -1419,2019-01-22,0.7634855133261748,0.7634855133261748,0.8313863194593718,0.7919061404335841,0.859039319374471,1.1438832681697002,-1 -1420,2019-01-23,0.5835766164514623,0.5835766164514623,0.6194821585992358,0.5695106956728814,0.6632358960264877,1.2491092347862287,-1 -1421,2019-01-24,0.6458222999064885,0.6458222999064885,0.6066109721761459,0.5307005147316705,0.5127280569401054,0.22301410856099205,-1 -1422,2019-01-25,0.7336333532561835,0.7336333532561835,0.6825824528360662,0.6960875886441646,0.6932738049390162,0.04981030510369745,-1 -1423,2019-01-28,0.7231530689668116,0.7231530689668116,0.665944352777135,0.6671003204787194,0.6697518396340643,-0.1378612170530853,-1 -1424,2019-01-29,0.7403025011762485,0.7403025011762485,0.6832102717753733,0.7323213282982235,0.7072601210189499,-0.547045550004386,1 -1425,2019-01-30,0.9198938412119879,0.9198938412119879,0.84708314019299,0.8400563817777181,0.7895865448798117,0.9584602611640154,1 -1426,2019-01-31,0.8921055734445072,0.8921055734445072,0.8872662468105248,0.7677501604185458,0.798327821914846,1.258012446293606,-1 -1427,2019-02-01,0.9745172519284003,0.9745172519284003,0.9585290854256416,0.9207374195311254,0.8685754233059502,0.057487053801385045,-1 -1428,2019-02-04,0.9853150930567461,0.9853150930567461,0.945971808472207,0.894649108550724,0.9887275136625194,0.07309038621354888,-1 -1429,2019-02-05,1.119651176276594,1.119651176276594,1.0580455726441664,1.0616469190046836,0.9809397560793407,-0.06529550081310939,-1 -1430,2019-02-06,1.0540713731631657,1.0540713731631657,1.0862992212475733,1.1159166691428015,1.0937810759318893,-0.4523807909157414,-1 -1431,2019-02-07,0.8998863974517929,0.8998863974517929,0.9365536262153065,0.9126855797717783,0.9938134054455467,-0.11576217420441658,-1 -1432,2019-02-08,0.8727332433622602,0.8727332433622602,0.8227535845020774,0.8402176397266653,0.890984721897172,-0.2693879972551825,1 -1433,2019-02-11,0.9845214281101272,0.9845214281101272,0.9977704636342166,1.0334650191099726,0.9667947474439957,0.02257828827373467,1 -1434,2019-02-12,0.9681656608473085,0.9681656608473085,0.9913350949644959,1.0192932098196454,1.039903361897127,-0.3435662849671578,1 -1435,2019-02-13,0.9103662274395353,0.9103662274395353,0.9059454320476752,0.9540722020001413,0.9787148773583438,-0.4289644361603689,-1 -1436,2019-02-14,0.8404987255475247,0.8404987255475247,0.8120793152829153,0.8804777599973922,0.8361530337040918,-0.41551876980228886,1 -1437,2019-02-15,0.9057614261236103,0.9057614261236103,0.8313863194593718,0.9271789834860034,0.8539534275914462,-0.7098471318535714,1 -1438,2019-02-19,0.8701923343488458,0.8701923343488458,0.8869523373408713,0.9524623869326674,0.8866932023041281,-0.6500002891955631,-1 -1439,2019-02-20,0.8212854010355772,0.8212854010355772,0.8047022182042332,0.8482694794860107,0.8525233757668944,0.025394610281170352,-1 -1440,2019-02-21,0.6413760498592354,0.6413760498592354,0.7566704766780655,0.7113863606291214,0.8112010165745888,0.4267432086150089,-1 -1441,2019-02-22,0.6966350285552235,0.6966350285552235,0.6508753509828247,0.7371526164486306,0.6948634587319019,-0.29291791338182255,1 -1442,2019-02-25,0.7611036098830616,0.7611036098830616,0.7513335666103083,0.8160616597116254,0.7492177051393607,-0.09170987576994569,-1 -1443,2019-02-26,0.7466536379557093,0.7466536379557093,0.7373639215852549,0.6835265158953046,0.6587856838780332,0.35254220862878,-1 -1444,2019-02-27,1.0146915993207226,1.0146915993207226,0.9616681801221767,0.8732308277717824,0.8107244842018922,0.9433793110596824,-1 -1445,2019-02-28,1.0963091585563658,1.0963091585563658,1.0197454737609035,1.038457104472328,1.0831327599931433,0.7927515082103803,-1 -1446,2019-03-01,0.697905255911116,0.697905255911116,0.8177301348203261,0.7339316041026935,0.8927330682454707,3.606961274140488,-1 -1447,2019-03-04,0.5481665302469972,0.5481665302469972,0.6901167291913981,0.5870638537840988,0.7525552505740851,2.2863333753956874,1 -1448,2019-03-05,0.4081139696240029,0.4081139696240029,0.4546675617726577,0.38286613819339493,0.496357714877302,2.6651513976700403,-1 -1449,2019-03-06,0.4033501627377767,0.4033501627377767,0.41558291375708645,0.45195226868062416,0.40862755941612855,0.7506883762928731,-1 -1450,2019-03-07,0.408907634570621,0.408907634570621,0.4656552913778257,0.4496974218173691,0.44613538609455,0.5478677672089969,1 -1451,2019-03-08,0.5287942001647485,0.5287942001647485,0.47962538548652583,0.47610824869566326,0.41546179754745277,0.4063930108838607,1 -1452,2019-03-11,0.6364536917043373,0.6364536917043373,0.5689391413158392,0.5503472617571956,0.5205153598168226,0.08222072046346134,-1 -1453,2019-03-12,0.516408574841537,0.516408574841537,0.5185528542254465,0.5593652669992238,0.5677179829821337,0.10761304307888953,-1 -1454,2019-03-13,0.6053308499768242,0.6053308499768242,0.5800836011140102,0.5857756331405211,0.5265547710517027,-0.042151693348779044,-1 -1455,2019-03-14,0.6212100548303685,0.6212100548303685,0.6334522527079351,0.6757967312968515,0.6624415238365069,0.016604960145060594,-1 -1456,2019-03-15,0.39048797500529164,0.39048797500529164,0.45027282919750855,0.45211306589257266,0.520356667261412,1.7613845805742276,-1 -1457,2019-03-18,0.2961667793058329,0.2961667793058329,0.36127298283784864,0.3377751905092555,0.40099894909482436,0.7383101868247083,-1 -1458,2019-03-19,0.2640912670614004,0.2640912670614004,0.2867138702495445,0.2759359922476369,0.2659070232064635,1.0834459063811006,-1 -1459,2019-03-20,0.36142947988191854,0.36142947988191854,0.3129273318420275,0.3216710502535643,0.3007134387911925,-0.027729399197797922,-1 -1460,2019-03-21,0.36809862780198355,0.36809862780198355,0.3361584289309775,0.35629497484015016,0.3469620877981865,-0.24601706704831697,-1 -1461,2019-03-22,0.217406777319316,0.217406777319316,0.27886568442456,0.2846324030657689,0.3466447026873647,0.3895859279362607,-1 -1462,2019-03-25,0.15214453104485984,0.15214453104485984,0.12786445151367984,0.13100103363140136,0.14209954759788296,0.7233200858173893,-1 -1463,2019-03-26,0.2688550739476267,0.2688550739476267,0.23899603819303117,0.2915572801304855,0.21727434821659966,0.07281783892250672,-1 -1464,2019-03-27,0.38096081553446853,0.38096081553446853,0.3192059703187461,0.3519469997995826,0.2857740579658659,0.39721725208544123,-1 -1465,2019-03-28,0.4411421523853548,0.4411421523853548,0.3970613568802342,0.4633859179978568,0.41943502261674825,-0.05818655897175964,-1 -1466,2019-03-29,0.4608320393065775,0.4608320393065775,0.3943929018463556,0.45372334169704265,0.44391050737355314,-0.23597824182826396,-1 -1467,2019-04-01,0.6088244295071571,0.6088244295071571,0.5362903110536363,0.5629083345060558,0.5062116586260663,0.24531756187794238,1 -1468,2019-04-02,0.5564234623619279,0.5564234623619279,0.5400572246894785,0.6047782698442582,0.59648453262552,-0.35235593510326757,-1 -1469,2019-04-03,0.6505861067927148,0.6505861067927148,0.6456956201917172,0.6577602600757962,0.5809094721656249,0.20193711805373143,-1 -1470,2019-04-04,0.2690136252162985,0.2690136252162985,0.25375113051768805,0.22971808186886686,0.17674681592073813,3.7907717096741735,-1 -1471,2019-04-05,0.38302516213860854,0.38302516213860854,0.3306647886702165,0.3186117565935698,0.3034153045913474,1.3645557248168383,-1 -1472,2019-04-08,0.3550778888008258,0.3550778888008258,0.4100892734963254,0.38834153666559,0.4278584598344982,0.7676998697087548,-1 -1473,2019-04-09,0.34094547371244915,0.34094547371244915,0.3133979715046823,0.37497555638299335,0.3318640144174478,-0.25580605725158134,1 -1474,2019-04-10,0.40049169688538916,0.40049169688538916,0.3664527136289553,0.4277962886655859,0.41275993174729786,0.007043092684331376,1 -1475,2019-04-11,0.2791763526666973,0.2791763526666973,0.24276340091252088,0.3103986588852772,0.2786219800172565,0.6372178541223192,-1 -1476,2019-04-12,0.267743397860406,0.267743397860406,0.2655234092551669,0.3302066638597479,0.3091368760089424,-0.06456870803699695,-1 -1477,2019-04-15,0.24678328358329168,0.24678328358329168,0.21733493753599625,0.19815437241626954,0.2838665643556926,0.6832556340341913,1 -1478,2019-04-16,0.35761879781424105,0.35761879781424105,0.3133979715046823,0.29622731033194705,0.23809444772139501,0.05510226500476612,-1 -1479,2019-04-17,0.3237964958046417,0.3237964958046417,0.31010169753149747,0.3577439926956747,0.3811328237483444,-0.43239398957264946,-1 -1480,2019-04-18,0.356030559317746,0.356030559317746,0.31088669574745587,0.3772299425092514,0.3251889235479982,-0.2620973572198046,-1 -1481,2019-04-22,0.18914240144419042,0.18914240144419042,0.2298922144894318,0.2601543678898367,0.2897468283286989,1.1621439366695252,-1 -1482,2019-04-23,0.20740305543921853,0.20740305543921853,0.16585019184364,0.15177474335155708,0.14909247828461852,0.8888698528512498,-1 -1483,2019-04-24,0.12419725770707793,0.12419725770707793,0.1614550101848433,0.18800894374261293,0.2078973915469943,0.8397204913666464,-1 -1484,2019-04-25,-0.050947832281408284,-0.050947832281408284,0.06225243243597293,-0.004111012209068524,0.06724304150291388,3.365756921568174,-1 -1485,2019-04-26,-0.24927661587226527,-0.24927661587226527,-0.13112972246366408,-0.2447037254027754,-0.06784888438544533,3.4818847798263888,1 -1486,2019-04-29,-0.1487626075112008,-0.1487626075112008,-0.17351064445242095,-0.22795570519379432,-0.23695171690239572,2.1995043509245047,1 -1487,2019-04-30,-0.19290596108905608,-0.19290596108905608,-0.1699004610095818,-0.15017362462543002,-0.13841432559383376,0.5528871798190234,1 -1488,2019-05-01,-0.26721971302831937,-0.26721971302831937,-0.2359831197499452,-0.23874524418923934,-0.18943125391979904,0.8344739560140848,-1 -1489,2019-05-02,-0.10700093022564393,-0.10700093022564393,-0.12406653485463633,-0.1385789477277504,-0.08342394484534216,2.527651289339269,1 -1490,2019-05-03,0.0665568298696061,0.0665568298696061,0.024737331768669237,-0.04565889238637696,-0.10980646850585872,3.787614703552935,1 -1491,2019-05-06,0.0714791880245042,0.0714791880245042,0.05204970104676249,0.03502168463003337,-0.011904984185098307,0.8638863511723849,1 -1492,2019-05-07,-0.05999888364458641,-0.05999888364458641,0.03415551402556969,-0.019731839354920185,0.09585089859088892,0.704332624541452,1 -1493,2019-05-08,-0.09525041858037955,-0.09525041858037955,-0.06959897557510036,-0.03422524306914434,-0.060855498992247264,-0.19393782218501032,1 -1494,2019-05-09,-0.14066422666494202,-0.14066422666494202,-0.1782197355808712,-0.1511400204766101,-0.1393678450456892,-0.07242715492871266,-1 -1495,2019-05-10,-0.17972644366841264,-0.17972644366841264,-0.2047466575593593,-0.1659554793517287,-0.17512755272904235,-0.0049944126700308235,-1 -1496,2019-05-13,-0.3783727840982423,-0.3783727840982423,-0.3541785676637957,-0.3514726133995876,-0.29814042879441005,0.8640907616406664,-1 -1497,2019-05-14,-0.2942140886983676,-0.2942140886983676,-0.3223145110757265,-0.2951090439786625,-0.34121067962855267,0.050446248782795834,1 -1498,2019-05-15,-0.29993056610151325,-0.29993056610151325,-0.3546494318682759,-0.33939462339206844,-0.3408928398112675,0.06034880035732776,1 -1499,2019-05-16,-0.35741244267031325,-0.35741244267031325,-0.3772527100179194,-0.3192647936252018,-0.3381912013643434,0.1028888900341587,1 -1500,2019-05-17,-0.6321188705029441,-0.6321188705029441,-0.5147549375664026,-0.6023717828473981,-0.4578665319949859,2.4430253554706773,-1 -1501,2019-05-20,-0.7221528217254515,-0.7221528217254515,-0.7696680638964275,-0.8225123807448455,-0.7623789028643497,3.065228108645682,-1 -1502,2019-05-21,-0.7265990717727041,-0.7265990717727041,-0.7476926046860911,-0.8097905107840367,-0.8424804480042178,2.492356415149309,-1 -1503,2019-05-22,-0.9227045031891195,-0.9227045031891195,-0.8020029846889769,-0.8783933281614265,-0.8211838161267255,2.647095139638497,-1 -1504,2019-05-23,-0.8788784792994225,-0.8788784792994225,-0.8721666910766598,-0.9679308828394189,-0.8968349217649074,4.432711429175481,-1 -1505,2019-05-24,-0.9560504699402591,-0.9560504699402591,-0.8641615505168473,-0.9271881405643451,-0.8095817533828925,1.614004632943178,-1 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-1541,2019-07-17,0.06385736958751984,0.06385736958751984,0.05142188210745546,0.11312535962229468,0.0778913574416598,0.6210467148538176,-1 -1542,2019-07-18,0.042896801008776055,0.042896801008776055,0.011238326406273156,0.08961395066604143,0.06803741369289548,-0.5159524465513259,0 -1543,2019-07-19,0.11657543927009356,0.11657543927009356,0.07732143423028413,0.13357747491855337,0.07820919725894494,0.004113209305628124,1 -1544,2019-07-22,0.0768781085886767,0.0768781085886767,0.11169699111740514,0.1266525978538368,0.12684232695527126,-0.04267407565660986,1 -1545,2019-07-23,0.14817484340688108,0.14817484340688108,0.08548352952492297,0.13164514395318935,0.09442039205987456,-0.4558784811507825,-1 -1546,2019-07-24,0.2229647034537898,0.2229647034537898,0.17322773800596886,0.19058538502976496,0.13351741782472168,0.9181459743640288,-1 -1547,2019-07-25,-0.3496316186630276,-0.3496316186630276,-0.3223145110757265,-0.33456356561015993,-0.2744595435808167,3.4949670497964127,-1 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-424,2015-02-06,-0.5316048621418801,-0.5316048621418801,-0.4965468410755567,-0.4803041228656278,-0.4572306250071847,-0.8599752646692962,1,-0.46010306876333107 -425,2015-02-09,-0.5296995211080414,-0.5296995211080414,-0.582407143655034,-0.5529328601226906,-0.5624431071851967,-0.8080777180000176,-1,-0.48620006263758403 -426,2015-02-10,-0.5485955159318309,-0.5485955159318309,-0.5420670823026724,-0.5044601028806652,-0.527955213477447,-0.3724335855433736,-1,-0.5326962243016116 -427,2015-02-11,-0.6040130458964909,-0.6040130458964909,-0.6324795212757728,-0.6287821489886939,-0.6128245832298229,0.6220460549209722,-1,-0.5345841682652249 -428,2015-02-12,-0.7615328227187095,-0.7615328227187095,-0.8153450353165462,-0.8542373481463882,-0.9090726641433104,1.9576413423988384,-1,-0.6025410937818895 -429,2015-02-13,-0.7474004076303316,-0.7474004076303316,-0.7698247940894305,-0.7313643198938845,-0.7607897037779241,-0.1906218301439973,-1,-0.7874023530012493 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-490,2015-05-13,-0.1216094534216664,-0.1216094534216664,-0.1057012590871394,-0.0656281553097931,-0.0502071830535013,-0.3611455852393773,1,-0.15630203997967224 -491,2015-05-14,-0.1070009302256439,-0.1070009302256439,-0.1592266408740673,-0.0817322955654843,-0.094549247863247,-0.9390139790715234,0,-0.12021821640577506 -492,2015-05-15,-0.0317345077694608,-0.0317345077694608,-0.0884348910052537,-0.0616017746931226,-0.1086942564985919,-0.5684178000769423,0,-0.1186015854345971 -493,2015-05-18,-0.0331637406956545,-0.0331637406956545,-0.0805867051802683,-0.005238435640696,-0.0599019795403918,-0.8351507489102058,0,-0.08294306169785083 -494,2015-05-19,-0.0587286562886939,-0.0587286562886939,-0.0633203370983826,-0.0028227915654925,-0.0371748411318856,-0.7622443485564272,-1,-0.0523882589044168 -495,2015-05-20,-0.1030307882860357,-0.1030307882860357,-0.1144911733210853,-0.0797995038631233,-0.0578362480812696,-0.7437565573140672,0,-0.048034264856167616 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-508,2015-06-09,0.0819594723138761,0.0819594723138761,0.042474788596859,0.1258476903201003,0.0736002925550791,-1.0036985361455302,0,0.034968431923051504 -509,2015-06-10,-0.0021994502368133,-0.0021994502368133,-0.016230773064823,0.0350216846300333,0.0179742321720172,-0.8121432150913965,-1,0.0820696850200105 -510,2015-06-11,0.0090749533008061,0.0090749533008061,-0.0104227742507617,0.0661020809727911,0.0395891585732567,-1.1324771311629522,1,0.026291071373494727 -511,2015-06-12,-0.0023580015054851,-0.0023580015054851,-0.0247067778291154,0.0625594742029571,-0.0088848238611957,-1.2737020524712996,1,0.025202072892052944 -512,2015-06-15,-0.0072808139620126,-0.0072808139620126,-0.0589251554395858,-0.0050771776917505,-0.0169904212616605,-1.100202989448709,0,0.013737735916646258 -513,2015-06-16,0.036227653088711,0.036227653088711,-0.0250206872987689,0.0446838001938504,-0.0101566378367987,-1.1459682220695393,1,-0.008767325244531327 -514,2015-06-17,0.1519855254745585,0.1519855254745585,0.1463864574741796,0.0917070788433539,0.0222652970585979,-0.3446337618570729,1,0.017027240224506985 -515,2015-06-18,0.1754865487650873,0.1754865487650873,0.132259184088829,0.2205388186778922,0.1784951622690376,-0.9647242735265008,1,0.0962509989839721 -516,2015-06-19,0.1853317193765129,0.1853317193765129,0.1375960941565862,0.2218270393214683,0.1848524133212029,-1.0373354143149838,1,0.1741967354569654 -517,2015-06-22,0.1421403548631329,0.1421403548631329,0.1470142764134867,0.150808577868875,0.1808791882519074,-0.5608091882020152,1,0.1983286951169131 -518,2015-06-23,0.2672672897527611,0.2672672897527611,0.2035220227039466,0.1971882069335875,0.1517947987912359,-0.7175920173740196,0,0.16080481076342287 -519,2015-06-24,0.2275695047697148,0.2275695047697148,0.1933192913147362,0.2801231700762558,0.2576431879570498,-1.0488505373615151,0,0.2116700456266683 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-580,2015-09-21,0.2121668623254448,0.2121668623254448,0.2595591293317502,0.1525801116222905,0.2099635777125789,-0.2067021203154849,0,0.16585561502209345 -581,2015-09-22,0.1604014631597904,0.1604014631597904,0.1195451769423904,0.1537075350539181,0.1312925391037257,-0.7644701514332716,0,0.18176038395485855 -582,2015-09-23,0.1623068041936291,0.1623068041936291,0.110598083431794,0.1812453246268418,0.1777003353725935,-1.006037900393642,0,0.15678414080733236 -583,2015-09-24,0.1950174301160079,0.1950174301160079,0.132102453895826,0.1591829335261131,0.1392389892423167,-0.813574088369368,0,0.16797317620776786 -584,2015-09-25,0.0964089899395973,0.0964089899395973,0.1864128338987114,0.1582167680434311,0.251762469277581,-0.7397137724969417,0,0.17343548599013223 -585,2015-09-28,-0.0382446501192245,-0.0382446501192245,0.0746525301127579,0.0045849378720665,0.104592175625924,-0.483587455740069,1,0.1584901070893122 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-898,2016-12-22,-0.6730868828418829,-0.6730868828418829,-0.7070384093222527,-0.6413432217375541,-0.6762381738428332,-0.8901371648779622,1,-0.6586660735523476 -899,2016-12-23,-0.5954385569425866,-0.5954385569425866,-0.6527282538611912,-0.6218577326609743,-0.679734639186201,-0.5359619601686714,1,-0.6482772572990951 -900,2016-12-27,-0.4971476736051491,-0.4971476736051491,-0.5145979828315759,-0.5138001632835887,-0.5703900120302506,-0.2531487211639202,1,-0.6196944864291959 -901,2016-12-28,-0.4938130996451171,-0.4938130996451171,-0.4902682025988393,-0.4690315011288418,-0.464700315419848,-0.737646955539872,-1,-0.5207849091146928 -902,2016-12-29,-0.5741606586756844,-0.5741606586756844,-0.5624727696229171,-0.5186314514339958,-0.51190293858516,-0.6780272356243988,1,-0.47480822401532813 -903,2016-12-30,-0.5898808579589276,-0.5898808579589276,-0.5891568708780558,-0.5579249454850462,-0.5478215661771562,-0.5422986846854017,1,-0.5235733267930556 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-940,2017-02-24,0.097838222865791,0.097838222865791,0.0504801536984949,0.0623982162540116,0.0300530546417775,0.2592174737210927,1,0.16802339287155196 -941,2017-02-27,-0.0731786282160445,-0.0731786282160445,-0.1047595306781789,-0.0694928172405212,-0.0413072134630549,1.0062695984676615,-1,0.09695793520365106 -942,2017-02-28,-0.0134733994728032,-0.0134733994728032,-0.0633203370983826,-0.0390565312195513,-0.1045618841674226,-0.2162639877762142,1,-0.042550239457775 -943,2017-03-01,-0.0129972913651583,-0.0129972913651583,-0.0028884978954299,0.0448445974057989,0.0542106995812981,-0.5043918989562876,-1,-0.0251074529887043 -944,2017-03-02,-0.0056925754655176,-0.0056925754655176,-0.0275324121396445,0.0313173591742568,-0.0168317287062492,-0.835468720749755,1,0.010836070053100198 -945,2017-03-03,0.011615408012591,0.011615408012591,-0.0491935127966794,0.0430735243893804,-0.0004618413499082,-0.9336765946219476,-1,0.005731958072284445 -946,2017-03-06,0.0058989306094454,0.0058989306094454,-0.0523326074932145,0.0190788023232877,-0.0454395857942242,-0.834628366602375,-1,0.008401358831245636 -947,2017-03-07,-0.0357041954074395,-0.0357041954074395,-0.0179570506060935,0.0321227274449903,0.0182920719893024,-0.8110076013787209,1,-0.005412886366087731 -948,2017-03-08,-0.0630159007656457,-0.0630159007656457,-0.0779182501463897,-0.0161887718480891,-0.0599019795403918,-0.7506610886871353,1,-0.00962437517555775 -949,2017-03-09,-0.0942972937618307,-0.0942972937618307,-0.1000504395497287,-0.0535499349337755,-0.0498893432362162,-0.7156614740624708,1,-0.049926186229816635 -950,2017-03-10,-0.1135110725754076,-0.1135110725754076,-0.1339553567741932,-0.0535499349337755,-0.0724577890893111,-0.9003122637435363,1,-0.08204118024808867 -951,2017-03-13,-0.0741312987329639,-0.0741312987329639,-0.1284612674297854,-0.0570930024406065,-0.094549247863247,-0.9102375275923218,1,-0.10411122522119477 -952,2017-03-14,0.1137174277193354,0.1137174277193354,0.0484395176039233,-0.004916380479802,-0.0740469881757368,0.1290307176999528,1,-0.09663596609576168 -953,2017-03-15,0.0776722278369242,0.0776722278369242,0.0936456248195618,0.1279408184974128,0.0990292967637403,-0.3859928132727211,1,0.00201134422722064 -954,2017-03-16,0.1780270034768722,0.1780270034768722,0.1682047374078651,0.2050787887439891,0.1848524133212029,0.0231460951300725,1,0.07767448306722476 -955,2017-03-17,0.1692935089526673,0.1692935089526673,0.1616121894614938,0.2395414553816294,0.2102814175298641,-0.1210087095569782,1,0.14708414642692952 -956,2017-03-20,0.1759626568727322,0.1759626568727322,0.1493688219777117,0.201214126813261,0.1562445562332279,-0.7758490008342819,1,0.17313260696074684 -957,2017-03-21,-0.0025170070757864,-0.0025170070757864,0.1532929148902044,0.0630423265757996,0.1916861967460646,-0.0276385501007838,1,0.18264004702608794 -958,2017-03-22,0.0662392730306329,0.0662392730306329,0.0005649553544062,0.0673903016163672,0.0125705005717074,-0.6747793804061464,0,0.06572242549660684 -959,2017-03-23,0.0625866879299979,0.0625866879299979,0.041375880911248,0.1123204520885581,0.0734411452932053,-0.8426457994138653,0,0.03896942338229871 -960,2017-03-24,0.1956529980955835,0.1956529980955835,0.1390089113118508,0.1398582416614819,0.0783683445208187,-0.3141084652603507,1,0.06347471213309748 -961,2017-03-27,0.3077587396824254,0.3077587396824254,0.2438623085981319,0.2161908436373247,0.1562445562332279,-0.1815823449910989,1,0.13516089900990352 -962,2017-03-28,0.4225639415513544,0.4225639415513544,0.4025549971409953,0.461775181456388,0.4172101438957523,0.2174268890946277,1,0.23133585050986002 -963,2017-03-29,0.4214522654641329,0.4214522654641329,0.385602538528763,0.4704715922745235,0.4381889359559581,-0.761790103071357,1,0.37318393772978975 -964,2017-03-30,0.4300267544180366,0.4300267544180366,0.4232743693890688,0.4973652715256567,0.4334208839902194,-0.6545427440462658,-1,0.4433206627060208 -965,2017-03-31,0.4360607886601554,0.4360607886601554,0.3868581764073762,0.4830326650233819,0.4443874944527129,-0.8484601416227648,-1,0.4580764964184727 -966,2017-04-03,0.7571339222450828,0.7571339222450828,0.6901167291913981,0.6160511219495424,0.5742343812961744,1.5576781927944643,1,0.4581150787854857 -967,2017-04-04,0.8393875037619344,0.8393875037619344,0.7813143909222802,0.7762848525507354,0.7330069650448945,0.7050594173175644,-1,0.6423171604989285 -968,2017-04-05,0.7012402841727787,0.7012402841727787,0.7824128495242428,0.7709707120274868,0.8148564018265991,0.1931928924661287,-1,0.8129762951108065 -969,2017-04-06,0.7599923880974704,0.7599923880974704,0.7362650138996446,0.7693604362230159,0.7328478177830207,-0.3428849167395524,-1,0.7661855667574682 -970,2017-04-07,0.8209673898949748,0.8209673898949748,0.7480372926371226,0.8184773037868289,0.7427013068253208,-0.5566074174651152,1,0.7697130974557989 -971,2017-04-10,0.9773757177807878,0.9773757177807878,0.9213278942279924,1.004639008893473,0.9278568689410216,0.1440435309815253,1,0.8065812156400695 -972,2017-04-11,0.9189411706950684,0.9189411706950684,0.9172470711224976,0.95294523930551,0.995084764714684,-0.2965518772623847,-1,0.9425910607942602 -973,2017-04-12,0.7304573305648229,0.7304573305648229,0.8384499561520472,0.8051113235042314,0.8831969643139915,-0.2224871509216769,1,0.9330458725752471 -974,2017-04-13,0.8441508563465312,0.8441508563465312,0.8218114070094692,0.7886851280876471,0.7299872594274543,0.5120050861626989,1,0.782031925859709 -975,2017-04-17,0.8035008551481941,0.8035008551481941,0.7685999346921949,0.8431165969117066,0.8253460252099337,-0.6567458346488566,-1,0.7836456519808609 -976,2017-04-18,0.7846046331735912,0.7846046331735912,0.7189986458177581,0.8305555241628456,0.7776664149654628,-0.9072622196651114,1,0.833589051309165 -977,2017-04-19,0.8682869933150037,0.8682869933150037,0.8097252188023386,0.8983529732695018,0.8215314926960504,-0.7114142787770639,-1,0.8226263558640945 -978,2017-04-20,0.8204912817873314,0.8204912817873314,0.8494376857572143,0.8680774844604814,0.8858988301141465,-0.2000701362334589,-1,0.8795605225751495 -979,2017-04-21,0.869557220670897,0.869557220670897,0.8062717655525007,0.871137238857473,0.8142207221920297,-0.5724605848940677,-1,0.8434229369307696 -980,2017-04-24,0.9081433295667236,0.9081433295667236,0.8714126958839036,0.961319134225752,0.9289695356547508,-0.4421602675016602,1,0.864480924706458 -981,2017-04-25,0.9996060594137948,0.9996060594137948,0.925251987140485,0.9587426929385988,0.9095794879745082,-0.0664538268000385,-1,0.9184345067374252 -982,2017-04-26,0.9421241828449948,0.9421241828449948,0.9334145315187714,1.0093090390949344,0.9790327171756298,-0.5303974529765606,-1,0.9656045042275012 -983,2017-04-27,0.9176704890375458,0.9176704890375458,0.9112823421154324,0.985153059079896,0.96822525397501,-0.8089407844216512,-1,0.9751499307931834 -984,2017-04-28,1.0040523094610487,1.0040523094610487,0.9381236226472216,0.9932048988392432,0.9386638774351796,-0.5734372126869688,-1,0.9651960972105019 -985,2017-05-01,1.1431521995671228,1.1431521995671228,1.1335464136414293,1.102872744021098,1.0189245698369211,0.408664238309212,-1,0.999157637355349 -986,2017-05-02,1.0805889592731237,1.0805889592731237,1.1399817823111509,1.1310546439158098,1.1638699847675822,-0.3741824306608941,-1,1.1121197171559907 -987,2017-05-03,0.955621484255426,0.955621484255426,1.0437615690658126,1.0326596508392392,1.0632661799402043,0.0234186424211146,-1,1.1310681581527433 -988,2017-05-04,0.7085440914691598,0.7085440914691598,0.8277761360165327,0.7155735384577405,0.9006795183840617,1.617502323178219,-1,0.9950960909455583 -989,2017-05-05,0.9132246932919228,0.9132246932919228,0.8400195035003147,0.8128411081026853,0.7506482116703751,0.260512073353543,-1,0.6925720789233623 -990,2017-05-08,0.8948050337265944,0.8948050337265944,0.9222696226369528,0.9580985826168118,0.9556698991325532,-0.005403233606594,1,0.8661822432283961 -991,2017-05-09,1.1182223976520314,1.1182223976520314,1.050981935951491,1.0109193148994045,0.9315122541930336,0.6010144889622187,-1,0.9334318750053785 -992,2017-05-10,1.181103194785003,1.181103194785003,1.106077314170334,1.1561767894135309,1.1250903441135576,-0.2926907906392874,1,1.0620335481730718 -993,2017-05-11,1.147439898345704,1.147439898345704,1.1139254999953192,1.180010714267675,1.154333880836103,-0.5170426357154946,1,1.1857941025639767 -994,2017-05-12,1.174592598133609,1.174592598133609,1.12962187164529,1.211091110610433,1.1873919500725332,-0.6606296335462074,1,1.172960683702114 -995,2017-05-15,1.0327932477454478,1.0327932477454478,1.0228850175410875,1.0661556912572003,1.0745501755135214,0.134390814423782,-1,1.1901977956168386 -996,2017-05-16,1.0507367992031311,1.0507367992031311,1.0206876512535132,1.1081868845443483,1.0619948206710637,-0.6536115408018718,-1,1.0367351943993208 -997,2017-05-17,0.8776556015171575,0.8776556015171575,0.9354547185296962,0.95294523930551,1.0111368122537414,-0.072313593557445,0,1.069008167569011 -998,2017-05-18,0.9880145533388316,0.9880145533388316,0.924624168201178,0.9498854849085184,0.8936865876973261,-0.3126321674338723,1,0.9114790146616577 -999,2017-05-19,0.9526044671343666,0.9526044671343666,0.9648077239023602,1.0286337309595657,1.0287780588792228,-0.5320781612713206,1,0.9515623102347884 -1000,2017-05-22,0.9449826486973822,0.9449826486973822,0.9313738954241998,0.973880206974612,0.9858665006004916,-0.6134789521959133,1,0.9849457405344463 -1001,2017-05-23,0.8419279584737185,0.8419279584737185,0.8742383301944344,0.9204153643702314,0.9486765137393552,-0.6159318778152927,1,0.9698644742390731 -1002,2017-05-24,0.9429183020932432,0.9429183020932432,0.878476332576579,0.95133496350104,0.8858988301141465,-0.4535618291769241,1,0.9018155469082494 -1003,2017-05-25,1.0478783333507438,1.0478783333507438,0.9721848209810416,0.9901451444422515,0.9575769380362642,-0.4579452981078522,1,0.9356120915716154 -1004,2017-05-26,1.1798329674291097,1.1798329674291097,1.1059201348936831,1.127028724036137,1.0570680761499127,0.1753183326286135,1,1.0195922294187747 -1005,2017-05-30,1.3379876307784604,1.3379876307784604,1.2752866435720605,1.2792106148779832,1.1956562400284083,0.1709348636976854,-1,1.144584082700732 -1006,2017-05-31,1.4318322640686447,1.4318322640686447,1.3790411331727312,1.4305875981860927,1.381447027072216,0.6661760037955491,-1,1.3140012524081286 -1007,2017-06-01,1.4216699909198771,1.4216699909198771,1.4102775953633164,1.4648890068747884,1.4817325373758463,0.1312110960282901,-1,1.4307905242564576 -1008,2017-06-02,1.4134130588049438,1.4134130588049438,1.3788844029797276,1.4429874129860072,1.4145046416021831,-0.3270771738591069,-1,1.4555430641586424 -1009,2017-06-05,1.5320289427415512,1.5320289427415512,1.46615752271447,1.415288826201135,1.3943206764384195,-0.0558471947236477,1,1.4150192443548908 -1010,2017-06-06,1.619839541789616,1.619839541789616,1.639604854498342,1.508047623593563,1.4928578403937514,0.9213256927595208,1,1.469764375672963 -1011,2017-06-07,1.727817044469807,1.727817044469807,1.6554584054249633,1.7523442015060489,1.6778542552475777,0.5377608051661833,1,1.5627311363207887 -1012,2017-06-08,1.8921647476315784,1.8921647476315784,1.8343998265532435,1.8341522019540868,1.7956223196212775,0.46133400230311,-1,1.7090438141674604 -1013,2017-06-09,1.6908187197688471,1.6908187197688471,1.9124119433077336,1.746868803033854,1.965201911864156,2.3237177788169707,1,1.8259094761231418 -1014,2017-06-12,1.7176543170194083,1.7176543170194083,1.718244790192141,1.6795542063000384,1.704077631646221,0.7920701399827749,-1,1.6209974821504685 -1015,2017-06-13,1.9866444945997084,1.9866444945997084,1.898756207752336,1.9370559672831744,1.857128643977346,1.0851039024016071,1,1.7379987633607004 -1016,2017-06-14,2.061434354646617,2.061434354646617,2.028253070199184,2.093264238741691,2.071209448291844,1.314611433733362,-1,1.913616164137085 -1017,2017-06-15,1.976958329558584,1.976958329558584,1.8902797539043965,1.9351236363178104,1.9346870158724685,0.7713565458635705,-1,1.9895457857253145 -1018,2017-06-16,1.9143950892645856,1.9143950892645856,1.930306130328928,1.9932585091236523,2.0217819464055364,-0.0679755491750239,-1,1.9119011406816906 -1019,2017-06-19,1.888988724940217,1.888988724940217,1.9097434882738575,1.956219861935857,1.97442017597835,-0.1092437514936581,-1,1.875742044250451 -1020,2017-06-20,1.9277333851047147,1.9277333851047147,1.943962314967975,1.9873002582786148,2.0009618469007404,0.0927592157170916,-1,1.8139767693226976 -1021,2017-06-21,1.9937897506274176,1.9937897506274176,1.9142958492093032,1.9597624687056912,1.964089699856889,-0.4785680431300426,-1,1.8346914783086379 -1022,2017-06-22,2.092398645105458,2.092398645105458,2.040025798020311,2.0491394565402343,2.021940638960947,0.1134500975620425,1,1.8503594349292771 -1023,2017-06-23,2.1057369409455884,2.1057369409455884,2.071261811127248,2.142220309093555,2.092824374693084,-0.1327509553460447,1,1.9357460564690616 -1024,2017-06-26,2.0110981884071566,2.0110981884071566,2.070633992187941,2.041570469153728,2.1602109630221578,-0.0967974252027327,1,1.9636789751464612 -1025,2017-06-27,1.771007954681557,1.771007954681557,1.9050343971454056,1.863139009382535,1.996670327307696,-0.0076971733061989,1,1.9019500480857006 -1026,2017-06-28,1.911854180251171,1.911854180251171,1.8318885507960156,1.8711908491418825,1.8421892631520196,-0.1652976443513297,1,1.723204228107901 -1027,2017-06-29,1.7452835792165875,1.7452835792165875,1.8202730022515403,1.7355959509285697,1.9046491069599432,0.2704373372023284,1,1.7834308561151766 -1028,2017-06-30,1.7589394318956892,1.7589394318956892,1.7538759849578769,1.8244896256532728,1.7949866399867076,-0.2684113694622814,1,1.6903034498125757 -1029,2017-07-03,1.6161874109906105,1.6161874109906105,1.8257666425123007,1.6937255548533705,1.8987688429869367,-0.1646389883979778,-1,1.7007634125464668 -1030,2017-07-05,1.2107968035863208,1.2107968035863208,1.4473211582006684,1.2883898780689578,1.5325910004996313,2.274954525994677,-1,1.6201794763831259 -1031,2017-07-06,0.9208465117289072,0.9208465117289072,1.0321460205213375,0.9658283672152648,1.0567502363326284,2.7922947089412093,-1,1.1162257152195139 -1032,2017-07-07,0.9905550080506166,0.9905550080506166,0.9726559097273464,0.983220728114532,0.996991803618398,1.623157679467344,1,0.9718369120967782 -1033,2017-07-10,1.035492708027534,1.035492708027534,0.9874105529683548,0.9147791686860895,0.9874561543933787,1.5423019831248357,1,1.0009196746911655 -1034,2017-07-11,1.2128611501904616,1.2128611501904616,1.1340170533040868,1.0946596463128062,1.0367249637242757,1.0286639008816258,1,1.0311054460821203 -1035,2017-07-12,1.2493829124821472,1.2493829124821472,1.2253714452279718,1.2589197575306708,1.265586001602227,0.7530958773637456,1,1.2158622498738758 -1036,2017-07-13,1.1523622565006022,1.1523622565006022,1.2018264386693682,1.1859689651127123,1.260977096898361,0.3552676815392016,0,1.3002165919910609 -1037,2017-07-14,1.22175319598334,1.22175319598334,1.1519112403252794,1.2060990252480774,1.1509963354013777,-0.3191278778703772,-1,1.2028677086639001 -1038,2017-07-17,1.0913868004014684,1.0913868004014684,1.131191868077205,1.0809716108693157,1.1883454695243878,0.6465298865662599,-1,1.2093937596291462 -1039,2017-07-18,1.2290579118829783,1.2290579118829783,1.1630557001234505,1.1165612402015863,1.0605647688465127,-0.149126505082828,-1,1.0726597577084551 -1040,2017-07-19,1.1817383084629485,1.1817383084629485,1.202611436885325,1.2383068450224626,1.2310978805412462,-0.1529194548831648,-1,1.1759460949022453 -1041,2017-07-20,1.255734503563239,1.255734503563239,1.1801653380123331,1.2540884693802636,1.2099599412191648,-0.4233772166940046,-1,1.1961176118299763 -1042,2017-07-21,1.2315983665947658,1.2315983665947658,1.1964895286016108,1.2798547251997705,1.2506466207769,-0.4834738943688015,1,1.2357837411460293 -1043,2017-07-24,1.4558098497684475,1.4558098497684475,1.387046498274368,1.3476526350434244,1.2630432830639455,0.3649431103711984,1,1.2390495672020108 -1044,2017-07-25,1.4094429168653373,1.4094429168653373,1.421579234438138,1.414322660718453,1.497625892359491,-0.0093324570524519,1,1.3910923373134503 -1045,2017-07-26,1.476928515314234,1.476928515314234,1.4200092380062228,1.4782549871573842,1.4238815982717885,-0.5018254119656405,-1,1.4227330959441322 -1046,2017-07-27,1.3278249033280616,1.3278249033280616,1.45140287947346,1.2877457677471698,1.5135192473431345,0.2889251284446885,-1,1.4534285716863289 -1047,2017-07-28,1.337511068369186,1.337511068369186,1.3273992082037245,1.3879122945771585,1.3687325249678857,-0.4882888965105463,1,1.335610118922095 -1048,2017-07-31,1.1533149270175216,1.1533149270175216,1.357066123046042,1.2032000680630344,1.346641066193949,0.3417765906326145,-1,1.3420531060732623 -1049,2017-08-01,1.0913868004014684,1.0913868004014684,1.0895954952207585,1.1241297668510932,1.1479766297839376,0.2890841143644631,-1,1.1900095017484817 -1050,2017-08-02,1.191742030343046,1.191742030343046,1.1315057775468589,1.0450594656391536,1.0834505998104291,1.3766386547197076,1,1.0850232761127665 -1051,2017-08-03,1.5283768119425438,1.5283768119425438,1.4906438085983842,1.5592580800716864,1.5028704766979268,1.4773675910340405,1,1.115603987933933 -1052,2017-08-04,1.6843085774190834,1.6843085774190834,1.6047586579485644,1.5616737241468908,1.5294121476203182,0.5084392591048973,1,1.544538373437486 -1053,2017-08-07,1.6566788609202747,1.6566788609202747,1.6394481243053407,1.7138556149887358,1.6939063027866323,-0.1603009440155567,1,1.6836247378059592 -1054,2017-08-08,1.816262757195818,1.816262757195818,1.7822872619215804,1.788739199109053,1.6967668611421995,0.0952802781592316,1,1.6749932515418142 -1055,2017-08-09,1.7894271599452578,1.7894271599452578,1.8045766306015707,1.813700086657828,1.751916389152564,-0.0313860753526136,1,1.748356832893677 -1056,2017-08-10,1.6603309917192803,1.6603309917192803,1.7519925281399549,1.744613956170599,1.7614520383775816,0.0142201713484416,1,1.735436655844369 -1057,2017-08-11,1.699552214293053,1.699552214293053,1.6673878634390915,1.7278661663301167,1.687866891551753,-0.6051662598191273,1,1.6399492600005843 -1058,2017-08-14,1.7937144044222095,1.7937144044222095,1.7678465281502236,1.872479069785458,1.8096081809947488,-0.5703256311142374,1,1.6338275641589677 -1059,2017-08-15,1.770372386701982,1.770372386701982,1.7337844316491091,1.820463705773599,1.818667297847069,-0.8960423561838757,1,1.723721082859207 -1060,2017-08-16,1.7795824436354617,1.7795824436354617,1.7496379825757298,1.8711908491418825,1.7837026444133912,-0.8213871107125766,1,1.7013691706052376 -1061,2017-08-17,1.605072013023292,1.605072013023292,1.6994088747619869,1.695175033445892,1.7552539345872902,-0.4548337165351209,1,1.7203427571755492 -1062,2017-08-18,1.534251840614363,1.534251840614363,1.5534306424492113,1.601933383680621,1.6233404068717825,-0.3684135130005017,-1,1.606677495115262 -1063,2017-08-21,1.3818136546681572,1.3818136546681572,1.4250322386043266,1.3772835527936598,1.5106582342811066,-0.1214856673163019,-1,1.5223031318778972 -1064,2017-08-22,1.4372311846328172,1.4372311846328172,1.36883840178352,1.4661772275183635,1.4361195680034229,-0.6151142359421662,-1,1.374181402814987 -1065,2017-08-23,1.6185693144337234,1.6185693144337234,1.5454252773475754,1.481153944342427,1.402107979315137,-0.4714591012886928,0,1.4125713048929176 -1066,2017-08-24,1.6211102234471368,1.6211102234471368,1.5951832964150134,1.66538285774671,1.6171423030814909,-0.555449091478186,1,1.5371479582778147 -1067,2017-08-25,1.5436204488165135,1.5436204488165135,1.579958013511347,1.6260893636956597,1.6444783461938637,-0.8054430941866101,-1,1.5974894693794548 -1068,2017-08-28,1.5056699079002631,1.5056699079002631,1.4490483339092333,1.5040217037138903,1.5338623597687715,-0.741848726276772,1,1.5522591370801229 -1069,2017-08-29,1.532664056419497,1.532664056419497,1.4757324351643728,1.488400415831039,1.4098957368983185,-0.6715088129136405,1,1.486994218014289 -1070,2017-08-30,1.6250799110851166,1.6250799110851166,1.5451113678779218,1.6212580755452537,1.5718467188198897,-0.8215915211808582,1,1.4954447991568103 -1071,2017-08-31,1.668270821296867,1.668270821296867,1.6231234846324138,1.7149830384203626,1.6335121904378318,-0.6717132233819221,1,1.5812100343799933 -1072,2017-09-01,1.6603309917192803,1.6603309917192803,1.6097812094630206,1.728993129024747,1.6743575625509783,-0.9041279258181266,-1,1.6368341882126225 -1073,2017-09-05,1.5680741426239606,1.5680741426239606,1.5768184697311642,1.603382862273143,1.6374854155071263,-0.7257002992825239,1,1.6324393139865063 -1074,2017-09-06,1.4877263564425798,1.4877263564425798,1.5060267198623505,1.5336526214641255,1.5691448530197347,-0.6674887403707686,1,1.5645691466572873 -1075,2017-09-07,1.584270904316479,1.584270904316479,1.529571726420954,1.5640893682220924,1.5132009528193875,-0.6339199990240755,-1,1.49649495457957 -1076,2017-09-08,1.4697832592865256,1.4697832592865256,1.4871908044321973,1.5455695838911978,1.5610397103257323,-0.8555236589156076,-1,1.5458539278759615 -1077,2017-09-11,1.791968068958672,1.791968068958672,1.705844692515356,1.6695695748383304,1.5985470822976915,0.1446340501121166,-1,1.488602342988724 -1078,2017-09-12,1.7770415346220472,1.7770415346220472,1.7851124471484618,1.8370506984021329,1.807383302273752,-0.2401573002909104,-1,1.7015778431137774 -1079,2017-09-13,1.8323005133180352,1.8323005133180352,1.7742818968199443,1.824006773280431,1.7967349863350062,-0.6461846271209728,-1,1.7499220554677268 -1080,2017-09-14,2.013480091850269,2.013480091850269,1.9295211321129708,1.8729623828952977,1.804840583735472,0.0391128239302925,-1,1.7543170488671773 -1081,2017-09-15,2.0479375075378154,2.0479375075378154,1.9615421434358649,2.035128905198852,1.9666324183951704,-0.3656199032673195,1,1.871585516693141 -1082,2017-09-18,2.130349640323338,2.130349640323338,2.1123870952373918,2.11532662984242,2.057859266552943,0.035819544163533,1,1.9197263001652645 -1083,2017-09-19,1.973147193189277,1.973147193189277,1.999057244103171,2.0491394565402343,2.053885586777183,-0.1313655066165804,-1,1.987887846297099 -1084,2017-09-20,1.9542514255163028,1.9542514255163028,1.934073493048418,2.008879797006501,1.9426339207175227,-0.4794992463744366,-1,1.8851883186019098 -1085,2017-09-21,1.836270200956014,1.836270200956014,1.911784124368428,1.903237871704319,1.972830976891924,-0.547840479603259,1,1.8470232966059978 -1086,2017-09-22,1.5918927227534634,1.5918927227534634,1.803006634169655,1.6837413841286577,1.8391695575345797,0.256446576262164,-1,1.7738236977622737 -1087,2017-09-25,1.495030618040591,1.495030618040591,1.6078977526450997,1.5549101050311178,1.6271549393856664,0.1307341382689663,-1,1.5951069560780686 -1088,2017-09-26,1.499159311248871,1.499159311248871,1.5101079920514937,1.523024340417627,1.5918719914282409,0.0286197532251692,1,1.4875866286596067 -1089,2017-09-27,1.4311971503906984,1.4311971503906984,1.5140320849639863,1.5165827764627495,1.5755025587783624,-0.2203067725933396,-1,1.4740217238711781 -1090,2017-09-28,1.4094429168653373,1.4094429168653373,1.376843766885156,1.434452720853817,1.4162529879504828,-0.3885365879891147,-1,1.441068747655384 -1091,2017-09-29,1.4332614969948383,1.4332614969948383,1.4071380515831338,1.485985232492833,1.447721403394024,-0.436800170777831,1,1.3872722360791603 -1092,2017-10-02,1.4400896504852048,1.4400896504852048,1.3917555894028166,1.4362237938702362,1.4582110267773587,-0.3959862139442672,1,1.4204595070703907 -1093,2017-10-03,1.545049681742707,1.545049681742707,1.4678842493393875,1.368104289602686,1.3529983172461166,0.709374749425732,-1,1.4173626688025927 -1094,2017-10-04,1.6541384062084914,1.6541384062084914,1.625949118942942,1.663128471620452,1.596958337917729,0.2573777795065581,1,1.4634262610560707 -1095,2017-10-05,1.659219769933689,1.659219769933689,1.6074266638987955,1.6913099107781668,1.6724505236472675,-0.6492507841451971,1,1.645216244687862 -1096,2017-10-06,1.683832015009809,1.683832015009809,1.6491797669482453,1.705803775229388,1.626360567195685,-0.6206787431342771,1,1.6386890019892717 -1097,2017-10-09,1.4624789976885129,1.4624789976885129,1.5181133571531296,1.5515282954732323,1.5715288790026043,0.1052509665565241,-1,1.6410986868109017 -1098,2017-10-10,1.6633480088403396,1.6633480088403396,1.579016285102388,1.5975854086400538,1.526233749447466,-0.0117626703975778,-1,1.4715784321692464 -1099,2017-10-11,1.647627809557097,1.647627809557097,1.6099383887396712,1.6880893591692268,1.6389159220381406,-0.5745046895768839,-1,1.58815319201565 -1100,2017-10-12,1.6647772417665343,1.6647772417665343,1.6441567663501415,1.7120840812353195,1.623976541212815,-0.6684880804379232,-1,1.6104060712287307 -1101,2017-10-13,1.6630304520013666,1.6630304520013666,1.6239080337647238,1.7288323318127987,1.6880260388136268,-0.7926106592333749,-1,1.6248136506647233 -1102,2017-10-16,1.5841118987461769,1.5841118987461769,1.5609649188045438,1.6238345168324049,1.6368497358725569,-0.3758404266814006,0,1.6264959014531568 -1103,2017-10-17,1.665888917853754,1.665888917853754,1.5882768389989887,1.6706969982699595,1.591554151610956,-0.8487554011880605,-1,1.5607136509426793 -1104,2017-10-18,1.727817044469807,1.727817044469807,1.694700232717185,1.7360792640384093,1.6719735365681083,-0.4749567915237339,-1,1.6057092117732372 -1105,2017-10-19,1.6033256775597546,1.6033256775597546,1.602874752046996,1.640582767409883,1.665457592960532,-0.4470888310146727,1,1.6747103340459413 -1106,2017-10-20,1.4967774078057572,1.4967774078057572,1.5620638264901558,1.5784215139873712,1.6198441688816456,-0.4769327593837896,-1,1.5834891052271174 -1107,2017-10-23,1.3684753588280272,1.3684753588280272,1.4898592594660751,1.4481412170343062,1.575184264254614,-0.2913961910068371,1,1.5084736622870938 -1108,2017-10-24,1.3735562682515972,1.3735562682515972,1.3776283160174658,1.4466917384417854,1.3990882736976968,-0.5765715065339537,-1,1.4023743577080539 -1109,2017-10-25,1.1909483653964288,1.1909483653964288,1.2944364684718672,1.2437822434946575,1.3657128193504455,0.3551768324421876,-1,1.379693884571135 -1110,2017-10-26,1.196188280390299,1.196188280390299,1.180322068205336,1.2379847898615688,1.2239458025926375,-0.4557876320537684,-1,1.217124533831873 -1111,2017-10-27,1.1120293578396097,1.1120293578396097,1.0917933105919797,1.1326649197202798,1.096324249176633,-0.0114901231065357,-1,1.212270842268305 -1112,2017-10-30,1.099485181247727,1.099485181247727,1.0790788543618943,1.142166238072151,1.0872651323243128,-0.6304677333375414,1,1.113006843457287 -1113,2017-10-31,1.28129941915628,1.28129941915628,1.2073200789301284,1.1893507746705982,1.1039528594979395,-0.3084303966969723,-1,1.1200589255205884 -1114,2017-11-01,1.1153639317996422,1.1153639317996422,1.217679989595991,1.1906394560511713,1.294988230880185,0.324106441263381,-1,1.2387431725592604 -1115,2017-11-02,0.7688844338903472,0.7688844338903472,0.8422168697878892,0.7456877693178171,0.7845006530967871,2.898338317430865,-1,1.1586733501605342 -1116,2017-11-03,0.8773380446781834,0.8773380446781834,0.803917669071924,0.7859474288515496,0.7744880167926114,0.4232909429284748,-1,0.7879079458724536 -1117,2017-11-06,0.8247785262642816,0.8247785262642816,0.8235381336343865,0.8484307374349562,0.8936865876973261,-0.1236206210961322,1,0.8405931065187018 -1118,2017-11-07,0.8767029310002372,0.8767029310002372,0.8078413129007682,0.8648569328515414,0.798645661732132,-0.3942827933752536,1,0.8578081713665617 -1119,2017-11-08,0.8503438961589503,0.8503438961589503,0.813963221184483,0.8853085874108022,0.8698467825750898,-0.5235156338777459,1,0.8677726709626722 -1120,2017-11-09,0.8281131002243141,0.8281131002243141,0.7758203015778724,0.8047888076063413,0.8221676270370831,-0.3595784383158849,0,0.8641369904633708 -1121,2017-11-10,0.8281131002243141,0.8281131002243141,0.8370371389967826,0.8941657954408828,0.8221676270370831,-0.546205195857006,-1,0.8142578255623099 -1122,2017-11-13,1.0251714293084635,1.0251714293084635,0.9695168150308104,0.8500410132394263,0.7845006530967871,0.1259645606757285,-1,0.8487962838190022 -1123,2017-11-14,0.9187821651247664,0.9187821651247664,0.9624531783381352,0.975490482779082,1.020831608740632,-0.3075673302753388,-1,0.9335900776067986 -1124,2017-11-15,0.9600672800010496,0.9600672800010496,0.901864159858532,0.8885295997567401,0.8779523799755563,-0.2388399883842067,-1,0.952677176778129 -1125,2017-11-16,0.9791220532443236,0.9791220532443236,0.9905500967485384,1.0463476862827297,1.0047795612015762,-0.2744074098652089,1,0.9283587853331746 -1126,2017-11-17,1.0196135031739897,1.0196135031739897,1.1244421408541831,1.0761403227189097,1.19041120098351,1.5228148518153208,1,0.9921825412660722 -1127,2017-11-20,0.9194172788027136,0.9194172788027136,0.949110903168742,0.9408674796664892,1.0016007083222622,0.2765015144280165,-1,1.0151817434858519 -1128,2017-11-21,1.0634395270636865,1.0634395270636865,0.9919629139038046,1.004639008893473,0.9550342194979832,0.0524676411913585,-1,0.9641031585606915 -1129,2017-11-22,0.9807102917408204,0.9807102917408204,0.9792484576737168,1.055044097100862,1.0489624787494465,-0.4798399304882393,1,1.0437485451289412 -1130,2017-11-24,1.027553332751577,1.027553332751577,0.9633949067470956,1.0415168588693198,1.0016007083222622,-0.8599298401207891,1,1.0252869272032252 -1131,2017-11-27,1.0475607765117716,1.0475607765117716,0.9779928197951028,1.017522136803226,0.9930185785491018,-0.561990226463198,1,1.0385334008421288 -1132,2017-11-28,1.059311288157036,1.059311288157036,1.0197454737609035,1.088540137518823,1.0424465351418706,-0.4725947150013685,-1,1.0398546756006555 -1133,2017-11-29,0.9003625055594379,0.9003625055594379,0.9883527304609638,0.8841816247161726,1.057385915967198,0.3945372037235266,-1,1.0669859152575254 -1134,2017-11-30,0.9211640685678804,0.9211640685678804,0.8737672414481279,0.9374856701086046,0.918479912271417,-0.6083914027631262,-1,0.9056753328628957 -1135,2017-12-01,0.8843247494372216,0.8843247494372216,0.8678025124410653,0.9456983070798992,0.8688932631232353,-0.6217235077499387,1,0.9308580885022756 -1136,2017-12-04,0.863205629589806,0.863205629589806,0.835624321841518,0.8741969932544644,0.8857396828522727,-0.2714548142122522,-1,0.9199034968439446 -1137,2017-12-05,0.8393875037619344,0.8393875037619344,0.8313863194593718,0.8804777599973922,0.8142207221920297,-0.5414129059895146,1,0.8688369484255587 -1138,2017-12-06,0.9911905760301916,0.9911905760301916,0.9159914332438834,0.8643736197417019,0.7840236660176281,0.0374775401840395,1,0.8617955919623538 -1139,2017-12-07,0.9591146094841312,0.9591146094841312,0.9982415523805208,1.0423222271400532,0.973151998496161,-0.510955746215553,1,0.9213028897231725 -1140,2017-12-08,1.0208841848315116,1.0208841848315116,0.9723420002576928,1.0457040366979389,1.0144743576884665,-0.8089634966959046,1,1.0015636873902796 -1141,2017-12-11,1.2396967474410228,1.2396967474410228,1.1611722433055294,1.0858028990197237,1.014950890061164,0.2061616010648849,0,1.0421750995948176 -1142,2017-12-12,1.4321498209076178,1.4321498209076178,1.3562811248300846,1.3479746902043184,1.2663808284986708,0.386769605928825,1,1.1715054581157183 -1143,2017-12-13,1.40039186550216,1.40039186550216,1.399917684697457,1.4521666761769818,1.4329407151241087,-0.1836945864966757,1,1.3953074981512867 -1144,2017-12-14,1.3822897627758022,1.3822897627758022,1.450460701980851,1.458608240131859,1.4342120743932494,-0.2794495347494889,1,1.43256584941906 -1145,2017-12-15,1.4705773785347716,1.4705773785347716,1.3948946840993517,1.4402501744869058,1.4505824164560528,-0.0220513306344195,-1,1.4124976557722564 -1146,2017-12-18,1.3978514107903734,1.3978514107903734,1.4393162421826793,1.469559037076249,1.496036693273065,-0.3529691665081124,1,1.435809628408177 -1147,2017-12-19,1.2744717199675408,1.2744717199675408,1.357066123046042,1.352322665244886,1.4222923991853629,-0.0466260113767212,1,1.413298262232776 -1148,2017-12-20,1.240807969226614,1.240807969226614,1.2253714452279718,1.267615707611805,1.3019811615669188,-0.2444953446733315,1,1.2973079284182853 -1149,2017-12-21,1.2833637657604176,1.2833637657604176,1.2354169973405325,1.302561226622288,1.2527128069424855,-0.6007600786139456,0,1.235029373939258 -1150,2017-12-22,1.180785637946029,1.180785637946029,1.1911526185338537,1.264073100841972,1.2514409929668815,-0.6392346711993977,1,1.2730652120406767 -1151,2017-12-26,1.055182594948756,1.055182594948756,1.0815905792027698,1.131376699076705,1.1611681189674272,-0.6023045132631846,1,1.2191063863829958 -1152,2017-12-27,0.965466200565222,0.965466200565222,0.98332972986286,1.037490938989646,1.0367249637242757,-0.5265136540792097,1,1.104641709595533 -1153,2017-12-28,1.0245363156305172,1.0245363156305172,0.9541339037668456,1.0180049891760694,0.9691787734268656,-0.6164088355746165,1,1.0080977229689307 -1154,2017-12-29,0.9608613992492973,0.9608613992492973,0.9633949067470956,1.0254131793506265,1.039585522079843,-0.7388507060753082,1,1.0219669964534246 -1155,2018-01-02,1.1066308915770666,1.1066308915770666,1.0528658418530596,1.0415168588693198,0.973151998496161,-0.6082551291176052,-1,1.0098419438912538 -1156,2018-01-03,1.054547481270811,1.054547481270811,1.1021527721741935,1.1147897064481709,1.116190374523113,-0.5698032488064066,-1,1.087491355868254 -1157,2018-01-04,1.0127858039852529,1.0127858039852529,0.9969859145019068,0.9558441964905536,0.9869791673142216,0.6622922048981983,-1,1.103435079584702 -1158,2018-01-05,1.043908645712766,1.043908645712766,0.9764228233631876,1.057620538388014,1.0465784527665791,-0.5539727936517077,-1,0.9893494335873082 -1159,2018-01-08,1.3587891937869028,1.3587891937869028,1.2869021921165351,1.1139843381774377,1.0367249637242757,0.642555238571895,1,1.0668750840565306 -1160,2018-01-09,1.3155982835751523,1.3155982835751523,1.3148419312502873,1.3056214417562764,1.34123733459364,0.0264166626225784,1,1.2669302879589415 -1161,2018-01-10,1.333223823892234,1.333223823892234,1.286588282646882,1.3474913770944787,1.2941938586902018,-0.6178624211268414,1,1.3506959138041756 -1162,2018-01-11,1.383242887594351,1.383242887594351,1.4091786876777044,1.3999900542161774,1.3425086938627795,-0.0873945436617781,1,1.3470036855577 -1163,2018-01-12,1.3557721766658437,1.3557721766658437,1.34011366443381,1.40659287612,1.396386407897542,-0.5008487841727394,1,1.3870943102908964 -1164,2018-01-16,1.4167476327649773,1.4167476327649773,1.4121610521812376,1.4247901445530036,1.3790630010893463,-0.1262779571837933,1,1.3643445974466895 -1165,2018-01-17,1.5294880337281358,1.5294880337281358,1.474947436948416,1.5045045560867336,1.4256299446200895,0.0166276724193141,1,1.403264940036048 -1166,2018-01-18,1.4883614701205252,1.4883614701205252,1.5267465411940726,1.5687593984235542,1.5082742082982368,-0.3053642396727479,1,1.4893736328089806 -1167,2018-01-19,1.5749022961143275,1.5749022961143275,1.4999052606622834,1.550400872041605,1.497625892359491,-0.4864946268445188,1,1.4964651612459692 -1168,2018-01-22,1.5993555356201463,1.5993555356201463,1.6135485721825102,1.656686907665575,1.567555653933309,-0.1862156489388157,0,1.525818030202781 -1169,2018-01-23,1.6188868712726965,1.6188868712726965,1.6554584054249633,1.685673715094025,1.7360230341689205,-0.3554220921274919,1,1.5802087400243388 -1170,2018-01-24,1.509322038699269,1.509322038699269,1.565202921186691,1.565216330916723,1.6498820777941727,-0.3958272280244925,1,1.604770125898141 -1171,2018-01-25,1.3783200751378235,1.3783200751378235,1.478086980728598,1.4505564003725118,1.5495965674905423,-0.0658633076694472,-1,1.5080567939633518 -1172,2018-01-26,1.461049764762319,1.461049764762319,1.3964642314476192,1.4394448062161742,1.4419998319764298,-0.5657377517150277,-1,1.394701144225844 -1173,2018-01-29,1.567121472107042,1.567121472107042,1.50398608376778,1.480831889181533,1.4157764555777854,-0.51856435809048,1,1.421288953477836 -1174,2018-01-30,1.5082103626120484,1.5082103626120484,1.4634890676805907,1.5434759949768884,1.499850771080487,-0.525241766721013,-1,1.5056050409546777 -1175,2018-01-31,1.6430230082411714,1.6430230082411714,1.5878061993363322,1.592110010167859,1.5375177450207838,-0.1853752947914357,-1,1.4933556906047245 -1176,2018-02-01,1.562675222059789,1.562675222059789,1.6422733095322206,1.6475076444746004,1.592984658141972,-0.6433455928392836,1,1.5889340157026588 -1177,2018-02-02,1.4753411854209986,1.4753411854209986,1.521252451849664,1.516743573674698,1.5522984332906982,-0.7552943926348521,1,1.5708935563407234 -1178,2018-02-05,1.3067062377822771,1.3067062377822771,1.403841777609948,1.3958033371245553,1.3858972392206708,-0.5828400942279234,1,1.4836707120644566 -1179,2018-02-06,1.3200445336224054,1.3200445336224054,1.2743449151631,1.2428160780119748,1.1831008851859517,-0.4410473660632381,1,1.3505763829497692 -1180,2018-02-07,1.4951896236108917,1.4951896236108917,1.4278578729148548,1.4386394379454397,1.402107979315137,-0.0138749119031546,1,1.2896521142428983 -1181,2018-02-08,1.0224719690263773,1.0224719690263773,1.4689827079413509,1.099490934463213,1.4707663816198162,0.7459415109738888,1,1.4540930821989604 -1182,2018-02-09,0.9460943247846028,0.9460943247846028,1.0351283850248698,0.7799891780065129,1.0991848075322,1.340798685947663,-1,1.1023421409348915 -1183,2018-02-12,1.030411798603964,1.030411798603964,0.9896083683395788,0.9650234596815292,1.0387906951833976,-0.1822637132187043,-1,0.8924480461308311 -1184,2018-02-13,1.1563319441385809,1.1563319441385809,1.0855146721152626,1.0658336360963063,1.0211494485579171,-0.5610135986702969,0,1.0307698539724413 -1185,2018-02-14,1.1348952674521913,1.1348952674521913,1.116593955029198,1.162618353368408,1.1136476559848292,-0.6994449102454622,-1,1.1385330566464167 -1186,2018-02-15,1.3216323178172709,1.3216323178172709,1.2413821754312435,1.2251016619518145,1.171816434906174,-0.2537846648430186,0,1.165015993364134 -1187,2018-02-16,1.3441802162892518,1.3441802162892518,1.382651316615568,1.373901743235776,1.2989619106559422,-0.3151759421502658,-1,1.2828169276482106 -1188,2018-02-20,1.332747715784589,1.332747715784589,1.3468633916568324,1.3716473571095171,1.3302711788376087,-0.6861128052586497,1,1.356461043029258 -1189,2018-02-21,1.3094052437627313,1.3094052437627313,1.3288120253589883,1.3985405756236555,1.3550645034116997,-0.8654943473129,-1,1.3509528515131486 -1190,2018-02-22,1.5137678344448928,1.5137678344448928,1.450460701980851,1.4239852370192665,1.3471180532731086,-0.0137386382576335,1,1.3428583602938238 -1191,2018-02-23,1.6071363596274313,1.6071363596274313,1.5689702839061788,1.6228683513497235,1.542603636803807,-0.2754748867551241,1,1.4645864134664845 -1192,2018-02-26,1.6924065039637128,1.6924065039637128,1.6319133988663597,1.7075753089828034,1.6327178182478492,-0.6110260265765338,0,1.5811550954728335 -1193,2018-02-27,1.5903044842569685,1.5903044842569685,1.647453040323328,1.6697308327872775,1.676423748716563,-0.5071400841409627,0,1.6442918171328973 -1194,2018-02-28,1.4643843387223516,1.4643843387223516,1.5728943768186716,1.5442813632476218,1.617937129977934,-0.2181718188135093,1,1.5929222705117918 -1195,2018-03-01,1.2717722596854553,1.2717722596854553,1.4697677061573085,1.3486188005261055,1.4977850396213648,-0.0328623731790919,1,1.4841931679624796 -1196,2018-03-02,1.3383051876174334,1.3383051876174334,1.258648094429481,1.234280925142789,1.2112317551947678,-0.4400480259960835,1,1.309526412874628 -1197,2018-03-05,1.3101993630109796,1.3101993630109796,1.2983605613843607,1.336057727777246,1.2972131096011792,-0.7282667862731709,-1,1.2832888540524467 -1198,2018-03-06,1.2284223439034034,1.2284223439034034,1.276699460727326,1.2996627301742418,1.3188280360024187,-0.6233587914961917,1,1.31562904098274 -1199,2018-03-07,1.2935264932108173,1.2935264932108173,1.2159537120547197,1.2144729201683184,1.1867558157314988,-0.4594670204828376,1,1.2726512038769606 -1200,2018-03-08,1.2427137645620825,1.2427137645620825,1.228510539924506,1.2874237125862755,1.3046830273670738,-0.7867736047502218,-1,1.2657980221087781 -1201,2018-03-09,1.212067030942214,1.212067030942214,1.153009698927243,1.224618348841975,1.1654591838540078,-0.3460192105865373,-1,1.2719747760308888 -1202,2018-03-12,1.503288004457151,1.503288004457151,1.446850518538012,1.291127577305056,1.2371372917761263,0.2802036151313392,1,1.2186991710993407 -1203,2018-03-13,1.4450120086401028,1.4450120086401028,1.446850518538012,1.291127577305056,1.2371372917761263,-0.2417698717629099,1,1.418139202249563 -1204,2018-03-14,1.2034925419883102,1.2034925419883102,1.3306954821769093,1.2497404943396953,1.366666338802301,0.2128390096954179,-1,1.4127339764943776 -1205,2018-03-15,1.187137229027121,1.187137229027121,1.221447352315479,1.2041666942827125,1.2493752615077611,-0.1057233489843635,1,1.2454558489661818 -1206,2018-03-16,1.119651176276594,1.119651176276594,1.1359009592056553,1.1714755613984884,1.14686441777667,-0.2073607762688368,-1,1.1936664546879743 -1207,2018-03-19,0.995953928614789,0.995953928614789,1.0315182015820314,1.0200985780903788,1.0446714138628674,0.1031160127766938,-1,1.1294837486718545 -1208,2018-03-20,0.9481582170871136,0.9481582170871136,0.9608831819062184,1.005443916427209,1.018765422575047,-0.5146578469188756,-1,0.9949813270245281 -1209,2018-03-21,1.04311452646452,1.04311452646452,1.0580455726441664,1.02847247301062,0.94533896830463,-0.2434505800576699,-1,0.9726611148775097 -1210,2018-03-22,0.9251337562058592,0.9251337562058592,1.001223916884052,0.9961038560242862,1.0031903621151503,-0.4747978056039593,1,1.0284126054179485 -1211,2018-03-23,0.8050886393430597,0.8050886393430597,0.8824004254890716,0.8716205519673125,0.9612323232882743,-0.0852595898819478,-1,0.9746065003883053 -1212,2018-03-26,0.847009322198917,0.847009322198917,0.8249509507896511,0.7252356540215602,0.8990898645911736,0.3054596641012463,-1,0.8403078055561408 -1213,2018-03-27,0.4500341981782316,0.4500341981782316,0.7728379370743402,0.4968819584158181,0.8460069774528561,1.553907955268381,-1,0.7904306070150976 -1214,2018-03-28,0.1102238481890016,0.1102238481890016,0.2141958428394611,0.0929957602239269,0.2194992269375956,3.1731568358983786,-1,0.5143490127769219 -1215,2018-03-29,0.2428135959453129,0.2428135959453129,0.2499837677981991,0.0303511936915748,0.0909236993632755,1.848872260998762,-1,0.26004738816758177 -1216,2018-04-02,0.0260653799399417,0.0260653799399417,0.0831289839606978,-0.0279449370632127,0.0872683141112651,2.063117144032156,-1,0.24697288165022183 -1217,2018-04-03,0.2650439375783198,0.2650439375783198,0.2874988684655029,0.1314838860042438,0.3027796249567771,2.6832530802500907,-1,0.11482723186405024 -1218,2018-04-04,0.5732553377323917,0.5732553377323917,0.5232619453538968,0.0913850236824599,0.0319600935454884,2.922254342219814,-1,0.3353909748838842 -1219,2018-04-05,0.8714625617047366,0.8714625617047366,0.8040743992649279,0.674347252704329,0.6130135672437356,2.7460979431095627,-1,0.5886405372971141 -1220,2018-04-06,0.7695195475682934,0.7695195475682934,0.8514783218517867,0.7919061404335841,0.798327821914846,1.474028886718774,-1,0.8675989758277797 -1221,2018-04-09,0.6164462479441423,0.6164462479441423,0.8549313260179762,0.6906121901719696,0.7883151856106713,0.731223957257612,-1,0.7889235410282365 -1222,2018-04-10,0.8552662543138485,0.8552662543138485,0.8172594951576687,0.7625968171072448,0.7660645795748623,0.8992947867336125,-1,0.6941194254972516 -1223,2018-04-11,0.7954024743019353,0.7954024743019353,0.8467692307233365,0.8588982212695068,0.7941954495836767,0.1027980409371446,-1,0.7879350578060302 -1224,2018-04-12,0.686631306675126,0.686631306675126,0.7678149364762366,0.7625968171072448,0.8193066139750544,0.1313927942223182,-1,0.8117607866865625 -1225,2018-04-13,0.7860338660997841,0.7860338660997841,0.7678149364762366,0.7996359250320372,0.83964972640069,0.0674350299244239,-1,0.7001217096577963 -1226,2018-04-16,0.6410584930202631,0.6410584930202631,0.700476639857259,0.6873911778260325,0.7665411119475579,-0.1571212256200648,-1,0.7377921623159355 -1227,2018-04-17,0.5851644006463279,0.5851644006463279,0.5829092354245394,0.5827158787435295,0.6055436494778411,-0.0068795314330724,-1,0.653640295693901 -1228,2018-04-18,0.6750398006001629,0.6750398006001629,0.709580912644506,0.6737031423825419,0.6406674501733928,-0.107335920456363,-1,0.5649840345514342 -1229,2018-04-19,0.7819051728915041,0.7819051728915041,0.7216671008516375,0.6799839091254705,0.6406674501733928,-0.2134249534945249,1,0.640468782082337 -1230,2018-04-20,0.6256558505759914,0.6256558505759914,0.7054996404553628,0.6993086009901008,0.70567046722606,-0.3185146464655323,-1,0.7140298336493056 -1231,2018-04-23,0.5165671261102097,0.5165671261102097,0.5742760513835982,0.5798173822954834,0.644004995608118,-0.4853363008575896,1,0.6720673533526402 -1232,2018-04-24,0.5179963590364035,0.5179963590364035,0.5031703920451286,0.5174948709240254,0.5440373251217729,-0.3054778010440155,1,0.5706694368158011 -1233,2018-04-25,0.4740117838780348,0.4740117838780348,0.4728761073471516,0.4980093818474456,0.5201975199995391,-0.6851588897400022,1,0.5139830910536373 -1234,2018-04-26,0.5500718712808351,0.5500718712808351,0.4827649292667085,0.485931161471428,0.4447048795635339,-0.6073920626959716,-1,0.49620472364738766 -1235,2018-04-27,0.686631306675126,0.686631306675126,0.619011069852931,0.6039733623105226,0.5499180438012418,-0.6054388071101694,-1,0.5140327267474162 -1236,2018-04-30,0.6837728408227376,0.6837728408227376,0.6858787268092519,0.7435941804035077,0.6808771426519691,-0.6364183491919619,-1,0.6270988448689919 -1237,2018-05-01,0.7793647181797191,0.7793647181797191,0.7186847363481054,0.7551890876696857,0.6792879435655435,-0.546159771308499,-1,0.7042774030017654 -1238,2018-05-02,0.7988960538322691,0.7988960538322691,0.8133354022451761,0.8286227324604872,0.7597073285226971,0.4406431204581592,-1,0.7597695127798761 -1239,2018-05-03,0.5337165583196458,0.5337165583196458,0.51808221456279,0.4654795069121663,0.4453410139045684,2.3443178115649075,-1,0.783184749110057 -1240,2018-05-04,0.6867903122454273,0.6867903122454273,0.6565261705202347,0.5345651766623984,0.5122510698609456,0.3495669007015697,-1,0.5731962690251492 -1241,2018-05-07,0.8246199749956115,0.8246199749956115,0.7993653081364759,0.7865915391733376,0.7427013068253208,0.3742778550893925,-1,0.6437203669248573 -1242,2018-05-08,0.8119163385317966,0.8119163385317966,0.82746222654688,0.8482694794860107,0.795148969035533,-0.2499008659456678,1,0.806251701370445 -1243,2018-05-09,0.889406113162421,0.889406113162421,0.8158466780024042,0.8651785272754384,0.788950410538779,-0.2959159335832863,-1,0.8438207375210072 -1244,2018-05-10,0.8603476180390479,0.8603476180390479,0.909712345683518,0.930560793043888,0.9016330378359172,-0.3131318374674496,-1,0.8655182094091023 -1245,2018-05-11,0.7974668209060753,0.7974668209060753,0.8451992342914223,0.8495581608665838,0.9048114360087686,-0.5338951432116017,-1,0.88306910471331 -1246,2018-05-14,0.6531265615044998,0.6531265615044998,0.7833545779332042,0.7294228318501792,0.8351995142522355,0.0582592711260045,-1,0.83361002581602 -1247,2018-05-15,0.5294293138426948,0.5294293138426948,0.5011297559505586,0.5503472617571956,0.5441964723836467,0.5652880815614417,-1,0.6867506402977743 -1248,2018-05-16,0.5659510761343804,0.5659510761343804,0.5301684027699215,0.5674171067585718,0.5254425590444368,-0.3080442880346625,-1,0.5154445732400892 -1249,2018-05-17,0.5351457912458404,0.5351457912458404,0.5361331317769858,0.6062277484367806,0.5583410263125291,-0.5927199335282018,1,0.5543857711629683 -1250,2018-05-18,0.4125597653696266,0.4125597653696266,0.4648707422455157,0.4456715019376964,0.5384749009660517,0.0503326874115282,1,0.5708759046176544 -1251,2018-05-21,0.5343516719975929,0.5343516719975929,0.5722354152890249,0.5632299289299528,0.4857093989385561,0.488838566424115,-1,0.443151019464498 -1252,2018-05-22,0.3838188270852266,0.3838188270852266,0.517454395623483,0.4363314415347725,0.5879024028523596,0.4350559009917948,1,0.5032051738635587 -1253,2018-05-23,0.4482878627146942,0.4482878627146942,0.3904688089338646,0.4456715019376964,0.4289706718417649,-0.2373864028319818,1,0.4321646979058821 -1254,2018-05-24,0.428915078330816,0.428915078330816,0.4093047243640162,0.4600041084399712,0.4391424554078144,-0.6481151704325214,-1,0.438878297906145 -1255,2018-05-25,0.4447942831843604,0.4447942831843604,0.3862308065517176,0.4715990157061493,0.4269049403826428,-0.7166153895811185,-1,0.4531107819205659 -1256,2018-05-29,0.5227601659226315,0.5227601659226315,0.4939093890648794,0.4802949657872844,0.4408908017561139,-0.3097249963294226,-1,0.45891574483267267 -1257,2018-05-30,0.6491568738665227,0.6491568738665227,0.6274875237008726,0.5680612170803598,0.5168599745648123,0.1043424755863835,-1,0.48508567278758036 -1258,2018-05-31,0.5381628083668998,0.5381628083668998,0.5546551377374864,0.5894794978593005,0.5791611258173245,-0.2522402301937797,-1,0.5763779587070421 -1259,2018-06-01,0.6507446580613866,0.6507446580613866,0.5794557821747024,0.6041341595224702,0.5577053466779589,-0.3647341245714325,-1,0.5601926110550919 -1260,2018-06-04,0.7288695463699573,0.7288695463699573,0.6901167291913981,0.7605032281929353,0.692479432749033,-0.5070492350439486,-1,0.6090097031999526 -1261,2018-06-05,0.6397882656643697,0.6397882656643697,0.6712808137612447,0.6508353830110806,0.7458801597046364,-0.2350924631323769,-1,0.717941936697755 -1262,2018-06-06,1.090275124314248,1.090275124314248,1.0538075702620202,0.8237919050470754,0.7903809170697934,2.665741916800632,1,0.6573477781271804 -1263,2018-06-07,1.0361278217054803,1.0361278217054803,1.176711884762497,1.083064739046628,1.0391089897071462,1.6614051493102608,-1,1.0090164302038438 -1264,2018-06-08,1.0610580779222027,1.0610580779222027,1.0900665839670631,1.1405559622676809,1.0844041192622855,0.2668487978702732,1,1.0976566029461663 -1265,2018-06-11,1.2903504705194573,1.2903504705194573,1.2498581801955355,1.2267119377562845,1.1401893269072203,1.39753394703294,1,1.1571279103599952 -1266,2018-06-12,1.4597795374064266,1.4597795374064266,1.5686563744365254,1.4763226561920202,1.4928578403937514,3.478864047350672,-1,1.269940963905966 -1267,2018-06-13,1.4916960440805578,1.4916960440805578,1.446693788345009,1.5053099243574657,1.5248032429164515,0.554068218080206,-1,1.479669824881877 -1268,2018-06-14,1.697170310849938,1.697170310849938,1.6279897550375153,1.6148165115903756,1.539424783924493,0.8972961065993034,1,1.558831903992455 -1269,2018-06-15,1.7043160211792776,1.7043160211792776,1.7209132452260196,1.689700095710695,1.6381210951416976,0.8671569186648908,1,1.6696857479208396 -1270,2018-06-18,1.9053440379014064,1.9053440379014064,1.863124563902954,1.7420375148834475,1.6629144197157884,1.1453595659961786,1,1.6990471973577284 -1271,2018-06-19,1.6150757349033895,1.6150757349033895,1.8045766306015707,1.6091798551692331,1.818031618212499,1.3017789987801267,-1,1.8133608815305025 -1272,2018-06-20,1.7686260512384455,1.7686260512384455,1.7163613333742198,1.7017778553497145,1.704872458542666,0.307390207412795,-1,1.628914166754864 -1273,2018-06-21,1.5350459598626114,1.5350459598626114,1.7450860707239308,1.609502371067126,1.7678092894297477,0.2127708728726574,-1,1.728673449943661 -1274,2018-06-22,1.314645613058233,1.314645613058233,1.525961542978115,1.379699196868865,1.601567242621594,0.7349260579609347,-1,1.5700962867335668 -1275,2018-06-25,1.3048004424468072,1.3048004424468072,1.3096622004591814,1.3072312568237476,1.2611357894537722,-0.0224828638452362,-1,1.3224045217368918 -1276,2018-06-26,1.4475524633518877,1.4475524633518877,1.3894010438385915,1.2798547251997705,1.3553823432289849,0.0958935095640765,-1,1.2823480997506689 -1277,2018-06-27,1.487250248334934,1.487250248334934,1.5030443553588184,1.5004786362070592,1.497625892359491,0.2960340702860382,-1,1.3680999875603987 -1278,2018-06-28,1.573473063188134,1.573473063188134,1.6008341159524242,1.606925469042977,1.555794671280833,0.3106380626310474,-1,1.4684768269680724 -1279,2018-06-29,1.4626375489571857,1.4626375489571857,1.551233276161636,1.5473411176446132,1.6300154977412329,-0.1221670355439074,-1,1.5578749421171985 -1280,2018-07-02,1.337511068369186,1.337511068369186,1.7226399718509375,1.3450757330192753,1.737135700882649,2.664038496231618,1,1.4847597179942316 -1281,2018-07-03,0.953081029543641,0.953081029543641,1.2157965327780682,1.0204206332512729,1.2870417807415917,1.1929190682830362,-1,1.2587206752985833 -1282,2018-07-05,0.9260864267227776,0.9260864267227776,0.9316878048938532,0.8035005869627653,1.0011241759495677,2.372549168462025,-1,1.0318544504888434 -1283,2018-07-06,0.9219577335144976,0.9219577335144976,0.8952716119121606,0.896581439516088,0.8611055055400548,0.4168179447662234,-1,0.9142811968601441 -1284,2018-07-09,1.0745549250310047,1.0745549250310047,0.9965148257556026,0.9932048988392432,0.9729933059407488,0.1286673213118966,-1,0.9440535559540547 -1285,2018-07-10,1.1374357221639773,1.1374357221639773,1.1402956917808045,1.173569150312798,1.1727699543580294,0.5544543267425158,1,1.0551753611248442 -1286,2018-07-11,1.081700635360344,1.081700635360344,1.050197386819181,1.107059921849717,1.0335461108449624,-0.4874485423631663,1,1.145645202070257 -1287,2018-07-12,1.045972992316906,1.045972992316906,1.0704461194045989,1.0700208139249254,1.1230246126544354,-0.2973240945870041,1,1.1038204861481615 -1288,2018-07-13,1.0802714024341502,1.0802714024341502,1.0131529258145338,1.013334958974607,1.030049872854826,-0.263573655046283,1,1.0599079725806588 -1289,2018-07-16,0.941012506757774,0.941012506757774,0.9437744421846324,0.9650234596815292,0.9685430937922952,0.1790658578804432,-1,1.0402236362439674 -1290,2018-07-17,1.140929301694311,1.140929301694311,1.094147407072558,1.0012571993355863,0.9224531373407124,-0.0077425978547059,1,0.9280686578505704 -1291,2018-07-18,1.1593489612596404,1.1593489612596404,1.106077314170334,1.1260620978164564,1.1797633397512275,-0.3193550006129123,-1,1.0652134502549486 -1292,2018-07-19,1.1018670846908405,1.1018670846908405,1.0753114916424038,1.0899896161113447,1.0419695480627125,-0.2532395702609343,-1,1.1488568042590852 -1293,2018-07-20,0.9962714854537622,0.9962714854537622,1.070602849597601,1.0529505081865522,1.1198457597751217,-0.4242857076641451,-1,1.0964278066951363 -1294,2018-07-23,0.8314476741843457,0.8314476741843457,0.7921449412507968,0.7493916340365967,0.8116780036537478,0.8999988672354714,-1,1.0365290245308036 -1295,2018-07-24,0.7398259387669741,0.7398259387669741,0.8269915868842227,0.7443990879372442,0.8526820683223056,0.5815500699269575,-1,0.7820760795801054 -1296,2018-07-25,0.9194172788027136,0.9194172788027136,0.8568147828358964,0.7758020001778938,0.7306229390620247,0.0102455233540767,-1,0.7539930620880253 -1297,2018-07-26,0.8862300904710604,0.8862300904710604,0.8737672414481279,0.9229918056573844,0.8595163064536291,-0.5450468698700768,0,0.8625383397690208 -1298,2018-07-27,0.7358562511289953,0.7358562511289953,0.8265204981379186,0.7893292384094351,0.8976598127666217,-0.3013895916783831,-1,0.9175458311827815 -1299,2018-07-30,0.6245446287904011,0.6245446287904011,0.6445967125061061,0.6410120094983163,0.7172727573231238,-0.0491016492703542,-1,0.794500018864959 -1300,2018-07-31,0.7510998880029658,0.7510998880029658,0.6794433581395312,0.6883578040457116,0.6592626709571922,-0.4436592776023922,1,0.6371598748659688 -1301,2018-08-01,0.7939732413757408,0.7939732413757408,0.7529035630422234,0.7516460201628548,0.7504890644085029,0.7038783790563816,1,0.7012529029479502 -1302,2018-08-02,1.5672804776773437,1.5672804776773437,1.490487078405383,1.2373406795397808,1.2344354259759704,3.675915738774156,1,0.7397448174001297 -1303,2018-08-03,1.545525789850352,1.545525789850352,1.5691274631828305,1.5492734486099773,1.542285342280059,1.5049630042520592,-1,1.4704721461059829 -1304,2018-08-06,1.447393912083215,1.447393912083215,1.5688131046295284,1.5378397992927448,1.5049366628635117,0.3484085747146405,1,1.59792862311673 -1305,2018-08-07,2.0441263711685083,2.0441263711685083,2.0786393572895774,1.494842440522914,1.4791898188375654,5.415857644787324,-1,1.5627932256280128 -1306,2018-08-08,1.897563213894121,1.897563213894121,2.002981337015663,1.945269064991467,1.880491916726885,3.983939602200307,-1,1.8249445296344802 -1307,2018-08-09,1.6134884050101543,1.6134884050101543,1.7576433476773656,1.600806420985991,1.8242301767092528,2.306093053996244,-1,1.7651495474444125 -1308,2018-08-10,1.661760224645474,1.661760224645474,1.6476102195999778,1.6051543960265575,1.6406642683864412,1.026983192586866,-1,1.602483427957615 -1309,2018-08-13,1.676369202143126,1.676369202143126,1.697682597220717,1.653787950480532,1.753982120611686,0.7798509364343846,-1,1.6844515624000478 -1310,2018-08-14,1.5371103064667495,1.5371103064667495,1.6350529426465423,1.6228683513497235,1.7113888568567033,-0.0099684007315502,-1,1.6861572903353588 -1311,2018-08-15,1.394992944937986,1.394992944937986,1.4041556870796017,1.38195404373212,1.4485162302904682,0.4703734874560085,-1,1.5624037671711837 -1312,2018-08-16,1.3435451026113054,1.3435451026113054,1.369466220722827,1.4090085201952025,1.4167299750296434,-0.2194664184459596,-1,1.348751124160052 -1313,2018-08-17,0.8679694364760314,0.8679694364760314,1.126011688202451,0.921220271903968,1.1559235346289902,2.709190497447603,-1,1.3362099183141458 -1314,2018-08-20,0.9146539262181166,0.9146539262181166,0.8392349543680039,0.674347252704329,0.650521393922157,2.3557193732401718,-1,0.8385643592604912 -1315,2018-08-21,1.128384670800799,1.128384670800799,1.0949324052885154,1.0093090390949344,0.951060539722225,1.394967460042293,-1,0.8676139916679145 -1316,2018-08-22,1.1242564318941484,1.1242564318941484,1.0806484017101623,1.1006183578948407,1.1141241883575266,-0.2462669020651056,-1,1.115476829986125 -1317,2018-08-23,1.0998027380867004,1.0998027380867004,1.1346448722433935,1.1558547342526369,1.0866289979832808,-0.4276698365279186,1,1.1816964466338618 -1318,2018-08-24,1.142993648298451,1.142993648298451,1.0801777620475053,1.1767897019217382,1.1114223225573716,-0.7785063369219429,-1,1.1430380470335213 -1319,2018-08-27,1.0866229935152425,1.0866229935152425,1.0580455726441664,1.0062492846979427,1.0685112189851027,1.373867757260779,-1,1.1478037886762997 -1320,2018-08-28,0.968959780095556,0.968959780095556,1.0021656452930134,1.0445766132663112,1.0750271625926795,0.1405458407464842,-1,1.0206255814013838 -1321,2018-08-29,0.8601886124687466,0.8601886124687466,0.891818607745972,0.923797173928117,0.9456572628283794,0.0947351835771473,-1,1.0199378320885437 -1322,2018-08-30,0.830653554936099,0.830653554936099,0.7780181169490945,0.8276565669778027,0.8183530945231989,0.0423379668742914,-1,0.8859873021528378 -1323,2018-08-31,0.8069939803768976,0.8069939803768976,0.7891625767472646,0.8418283762681298,0.8142207221920297,-0.3759312757784147,-1,0.8074065505674778 -1324,2018-09-04,0.6051718444065228,0.6051718444065228,0.6774027220449595,0.6711267010953899,0.7338013372348761,0.2998497323606285,-1,0.8116102707652114 -1325,2018-09-05,0.4748054488246528,0.4748054488246528,0.4983045707236762,0.4968819584158181,0.5448316973117545,0.1568305413862534,-1,0.6309874111838966 -1326,2018-09-06,0.4781400227846853,0.4781400227846853,0.5672124146909212,0.5242584900397973,0.5408589269489215,0.1023210831778208,-1,0.48860873448587083 -1327,2018-09-07,0.196923225451476,0.196923225451476,0.2090156629647069,0.0954114042991304,0.1482981060946369,3.511683283646999,-1,0.48574821694019416 -1328,2018-09-10,0.5503894281198092,0.5503894281198092,0.4865318429025506,0.3973600026446152,0.3574517111815211,1.6473689638215894,-1,0.30164451281430105 -1329,2018-09-11,0.4541628913865116,0.4541628913865116,0.4232743693890688,0.438425030449082,0.4561480223987256,0.4859768198681723,-1,0.48222962424194377 -1330,2018-09-12,0.6304196574622202,0.6304196574622202,0.5880889662156461,0.5205550860580138,0.4874577452868556,0.6779863864073762,-1,0.4711350039156891 -1331,2018-09-13,0.6132702252527816,0.6132702252527816,0.6273307935078687,0.6257132375133594,0.5920343204770673,-0.1567124046835015,-1,0.5736211815489634 -1332,2018-09-14,0.7044158525625092,0.7044158525625092,0.6639037166825634,0.6472927762412456,0.603795757836004,-0.0601171022833082,1,0.6272152176300365 -1333,2018-09-17,0.6986993751593635,0.6986993751593635,0.7194697345640629,0.6732202900097011,0.6241388702616405,-0.0324081276940217,-1,0.6598783642965622 -1334,2018-09-18,0.5418149391659054,0.5418149391659054,0.7472527435048126,0.4698274819527329,0.7298281121655806,2.161574852921137,-1,0.6686090623615977 -1335,2018-09-19,0.7650737518226715,0.7650737518226715,0.7058135499250163,0.5503472617571956,0.4726770570169403,0.2872217078756749,-1,0.5510100672926671 -1336,2018-09-20,0.7541169051240235,0.7541169051240235,0.7996792176061295,0.7569601606861043,0.8390140467661188,0.072477154808704,1,0.6808879676984828 -1337,2018-09-21,0.7663439791785622,0.7663439791785622,0.7149178227122632,0.7898125515192763,0.7458801597046364,-0.4496553180053197,1,0.767856615252468 -1338,2018-09-24,0.7755535818104122,0.7755535818104122,0.7529035630422234,0.7609865413027748,0.7582768219916818,-0.4967832870813604,-1,0.7794680903300287 -1339,2018-09-25,0.7963551448188547,0.7963551448188547,0.7780181169490945,0.8080098199522792,0.7824344669312024,-0.5788427339593051,1,0.7748685359020754 -1340,2018-09-26,0.9327555746428434,0.9327555746428434,0.923839619068868,0.8822488330138115,0.8127902156610144,0.1846303650725541,1,0.7995449240435766 -1341,2018-09-27,0.9000449487204647,0.9000449487204647,0.9406348984044496,0.9756517407280276,0.9874561543933787,0.335871399326701,-1,0.8814072325650594 -1342,2018-09-28,0.2212179136886229,0.2212179136886229,0.3604879846218911,0.2292347687590273,0.3097721009370502,6.045873420305537,-1,0.9115010617285222 -1343,2018-10-01,0.9505401205302256,0.9505401205302256,0.8853827899926037,0.8812826675311295,0.8741378474616713,3.349449508654151,1,0.5645721715077372 -1344,2018-10-02,0.7968317072281291,0.7968317072281291,0.9701446339701176,0.8506851235612142,1.0041438815670058,1.0704771977823444,-1,0.8732519033585218 -1345,2018-10-03,0.6980642614814173,0.6980642614814173,0.7780181169490945,0.7286174635794448,0.8353586615141093,0.2191075973893877,-1,0.7927728397294554 -1346,2018-10-04,0.492113886604391,0.492113886604391,0.6116339727742497,0.5047730009632159,0.686280874252279,0.6322892906093068,-1,0.7069735805193004 -1347,2018-10-05,0.1764392192820066,0.1764392192820066,0.311514514686762,0.2202163027800013,0.379543169955457,2.478865324242722,-1,0.4934087980489574 -1348,2018-10-08,-0.0044223481096251,-0.0044223481096251,0.1997551090681045,0.0430735243893804,0.2185457074857402,1.4632178441741013,-1,0.25885541647688237 -1349,2018-10-09,0.1899365206924379,0.1899365206924379,0.1842150185274892,0.1123204520885581,0.0712162665722093,1.142497819440236,-1,0.08325785806067583 -1350,2018-10-10,0.0959328818319523,0.0959328818319523,0.1644373746883754,0.0232655194149097,0.2199762140167545,1.313907353231503,-1,0.16362579255541138 -1351,2018-10-11,0.0220952380003335,0.0220952380003335,0.1132665384656727,0.0435563767622229,0.1074527339814902,0.2583316950252056,-1,0.12494896577823872 -1352,2018-10-12,0.1261030530425461,0.1261030530425461,0.1091852662765294,0.0915462816314054,0.1626018072853932,0.0388629889135039,1,0.077419392544935 -1353,2018-10-15,0.1389647864734016,0.1389647864734016,0.1294339988619474,0.1322892542749773,0.1317690714764221,-0.1885777254611811,1,0.10299722268452785 -1354,2018-10-16,0.408907634570621,0.408907634570621,0.3507563419789847,0.2562897059591086,0.2372996208249509,0.5669233653076947,-1,0.12700738719671562 -1355,2018-10-17,0.3325299903288466,0.3325299903288466,0.4342620989942368,0.3136192104942172,0.5027154206359298,0.3691221688338449,1,0.2885077680230491 -1356,2018-10-18,0.2075620610095198,0.2075620610095198,0.2506120358211529,0.2685282628100777,0.2943561877390271,-0.3654609173475449,1,0.3372121221935646 -1357,2018-10-19,0.1454749288231654,0.1454749288231654,0.2295783050197783,0.1155410036974982,0.2641591315646264,0.5326505434591428,-1,0.2743888561963143 -1358,2018-10-22,0.1605604687300917,0.1605604687300917,0.1071446301819578,0.1008863420343285,0.1575163702088309,-0.3247832341595021,-1,0.15377307754697098 -1359,2018-10-23,0.6875839771920462,0.6875839771920462,0.6733214498558163,0.2540348590958536,0.2082152313642794,2.724907391231034,1,0.13527079172088996 -1360,2018-10-24,0.5980265883788128,0.5980265883788128,0.7755063921082188,0.634570906280437,0.7991221941048284,2.9589573774134923,1,0.6136018688811731 -1361,2018-10-25,1.0165969403545598,1.0165969403545598,1.035442294494525,0.8806385572093415,1.056114556698058,3.1366582111729824,1,0.7455178716519499 -1362,2018-10-26,1.2712956972761809,1.2712956972761809,1.332108299332174,0.9714645628994084,0.9135527130438036,4.632216046218345,-1,1.0564984234833872 -1363,2018-10-29,1.3340179431404808,1.3340179431404808,1.4460655203220545,1.291127577305056,1.3779503343756172,1.6933613191849544,1,1.3566616117510584 -1364,2018-10-30,1.255416946724266,1.255416946724266,1.300715106948585,1.2228468150885596,1.23364105378599,0.4761424051164009,-1,1.318975070692775 -1365,2018-10-31,1.3732391657142535,1.3732391657142535,1.3650710390640304,1.3329979733802546,1.299597135584049,0.1349131967316128,-1,1.2890685224243263 -1366,2018-11-01,1.4837566688046002,1.4837566688046002,1.4567393404575688,1.4236627211213762,1.3905061439245363,0.2202659233763169,1,1.3506118966034215 -1367,2018-11-02,1.5175789708141996,1.5175789708141996,1.478086980728598,1.523185137629575,1.4776006197511395,0.1766356445353173,1,1.4267250451266316 -1368,2018-11-05,1.4380253038810655,1.4380253038810655,1.39583686159196,1.3497457632207368,1.426106931699247,0.1818594676136254,-1,1.4722982391090411 -1369,2018-11-06,1.4326263833168913,1.4326263833168913,1.4718078931682326,1.4455643150101565,1.4033797932907408,-0.0607303336881531,-1,1.3792687932873193 -1370,2018-11-07,1.5453672385816803,1.5453672385816803,1.5091662636425331,1.5214136038761588,1.4712433686989734,0.0781779356463359,1,1.4082358981606684 -1371,2018-11-08,1.5968150809083614,1.5968150809083614,1.6096244792700176,1.6444478900776096,1.5532519527425528,0.0137205013148643,1,1.491258954959237 -1372,2018-11-09,1.582682665819984,1.582682665819984,1.5534306424492113,1.5927541204896467,1.5611984028811443,-0.4386852895408727,1,1.5670794137731534 -1373,2018-11-12,1.2773297315182996,1.2773297315182996,1.4871908044321973,1.352966775566674,1.5511857665769682,-0.0201662118713778,1,1.5420146397348324 -1374,2018-11-13,1.3956285129175616,1.3956285129175616,1.4074519610527871,1.3829202092148012,1.3094510793328134,-0.3592377542020822,-1,1.3137383560324356 -1375,2018-11-14,1.4793104187573471,1.4793104187573471,1.4452809711897436,1.4626346207485297,1.4610715851329248,-0.4519719699791781,-1,1.3600789071150663 -1376,2018-11-15,1.5498134886289343,1.5498134886289343,1.468354889002044,1.4930709067694994,1.4551913211599186,-0.5461370590342455,1,1.4438131903733522 -1377,2018-11-16,1.6430230082411714,1.6430230082411714,1.580114743704349,1.5909825867362313,1.5006455979769309,0.0399531780776725,-1,1.4947547855506165 -1378,2018-11-19,1.6296847124010416,1.6296847124010416,1.75356252457187,1.7159492039030446,1.6778542552475777,0.608373265820357,1,1.5857267037538694 -1379,2018-11-20,1.5347284030236366,1.5347284030236366,1.487504713901851,1.404660545154636,1.4459730570457243,0.2213106879919785,1,1.6445046607081413 -1380,2018-11-21,1.3870535696620283,1.3870535696620283,1.539303818147508,1.466660540628203,1.6088780131256146,-0.5322598594653487,1,1.488924945204953 -1381,2018-11-23,1.1907893598261263,1.1907893598261263,1.2944364684718672,1.2758288053200977,1.328364139933898,-0.6422326914008615,0,1.4392662509725378 -1382,2018-11-26,1.5110688284644351,1.5110688284644351,1.4313108770810443,1.2669720580270147,1.1797633397512275,0.2184489414360358,-1,1.239498493152707 -1383,2018-11-27,1.4780401914014547,1.4780401914014547,1.44292642562552,1.436062996658287,1.4189548537506376,-0.1526241953178691,-1,1.3945269128109465 -1384,2018-11-28,1.540762437265757,1.540762437265757,1.4636457978735946,1.5441201052986764,1.5133601000812615,-0.6592668970909966,-1,1.458982764109518 -1385,2018-11-29,1.434373173082059,1.434373173082059,1.45140287947346,1.5012840044777935,1.5294121476203182,-0.8970416962510304,1,1.5112424163652802 -1386,2018-11-30,1.582206557712338,1.582206557712338,1.5157588115889045,1.480509834020639,1.4472448710213277,-0.3182420991744902,-1,1.4520752393008478 -1387,2018-12-03,1.7093969306028485,1.7093969306028485,1.741789796750746,1.7017778553497145,1.7360230341689205,0.2898563316890825,1,1.5233804588209008 -1388,2018-12-04,1.7286107094164254,1.7286107094164254,1.783856809269848,1.7017778553497145,1.6732453505437117,0.3251512058790426,1,1.6782245173308188 -1389,2018-12-06,1.7819643470785749,1.7819643470785749,1.763451346491427,1.6818090531632943,1.6726092162026789,0.1844713791527795,1,1.694637188118143 -1390,2018-12-07,1.7011404527895464,1.7011404527895464,1.9535372274178773,1.792764658251729,1.8790614101958707,1.0177165846914324,1,1.714353939601792 -1391,2018-12-10,1.8151510811085976,1.8151510811085976,1.741475887281091,1.7198138658337727,1.7360230341689205,-0.0946624714229024,1,1.72296683482577 -1392,2018-12-11,1.8407164510032672,1.8407164510032672,1.8386378289353895,1.8343129991660352,1.8935242586485024,-0.1638667710733583,-1,1.7447639952080936 -1393,2018-12-12,1.838175996291482,1.838175996291482,1.834557005829894,1.9137053555388697,1.88573650106532,-0.4549927024548955,1,1.7736355230672514 -1394,2018-12-13,1.99998279043984,1.99998279043984,1.921359036818332,1.9393108141464293,1.8973383364559224,0.0762246800605337,1,1.767948214029534 -1395,2018-12-14,1.8240435812031053,1.8240435812031053,1.9281087640413557,1.900339375256273,1.97442017597835,-0.1573256360883464,-1,1.863754636889516 -1396,2018-12-17,1.5494959317899604,1.5494959317899604,1.7370807056222943,1.571013784549812,1.7678092894297477,0.1462011970356091,-1,1.7786609434056941 -1397,2018-12-18,1.3686339100967,1.3686339100967,1.514973813372947,1.406914931280894,1.5856738876379513,0.0158327428204411,-1,1.5354764330894772 -1398,2018-12-19,1.3041653287688626,1.3041653287688626,1.443711423841476,1.3433046600028584,1.3800165205412018,0.2825202671051976,-1,1.3660876266356687 -1399,2018-12-20,1.0248538724694904,1.0248538724694904,1.1812637966142967,1.0555269494737043,1.2123439672020346,0.4636960788254755,1,1.3008364125032912 -1400,2018-12-21,1.094562823092829,1.094562823092829,1.0742130330404411,1.064706212664679,1.0589751150536235,0.2240588731766536,1,1.0336109462646101 -1401,2018-12-24,0.7074328696835686,0.7074328696835686,0.9334145315187714,0.7870748522831771,0.996991803618398,-0.3339589929579216,-1,1.0597201554056395 -1402,2018-12-26,1.1949175987327771,1.1949175987327771,1.1291512319826336,0.7691996390110674,0.7824344669312024,0.257286930409544,1,0.8052247251612266 -1403,2018-12-27,1.0367629353834258,1.0367629353834258,1.0538075702620202,0.8885295997567401,1.0977543010011857,0.35086150033402,-1,1.009342607620105 -1404,2018-12-28,1.3184562951259102,1.3184562951259102,1.2746588246327537,1.1608468196149924,1.149566283576826,0.6606342088776918,1,1.0091611066318091 -1405,2018-12-31,1.3014658684867746,1.3014658684867746,1.3212777490036565,1.271158775118636,1.383036226158642,-0.1653430688998367,-1,1.260627329475698 -1406,2019-01-02,0.9413305178983776,0.9413305178983776,0.9433033534383284,0.8450489278770706,0.879382886506569,1.0511944769411117,-1,1.3343253112038957 -1407,2019-01-03,0.7863514229387573,0.7863514229387573,0.8533617786697086,0.8221811685056076,0.8936865876973261,-0.0147834028732951,-1,0.89583167502787 -1408,2019-01-04,1.0615341860298475,1.0615341860298475,0.9883527304609638,0.9083371439942138,0.8777932327136834,0.0826295414000245,-1,0.8221942929402162 -1409,2019-01-07,1.3357647329056486,1.3357647329056486,1.2825070104577387,1.1502180778314963,1.127633517358303,0.1183105242522944,1,0.9791393773356603 -1410,2019-01-08,1.341957318416439,1.341957318416439,1.3966214107242698,1.2995014722252962,1.4493106024804496,-0.0049489881215237,1,1.257860124650859 -1411,2019-01-09,1.392452490226201,1.392452490226201,1.3886160456226355,1.3711640439996766,1.346641066193949,-0.3628035812598838,-1,1.3533698059081771 -1412,2019-01-10,1.494713061201617,1.494713061201617,1.418282511381305,1.3763173873109804,1.3291585121238796,-0.2211925512892266,-1,1.3823807665685865 -1413,2019-01-11,1.5310762722246318,1.5310762722246318,1.4656864339681652,1.4887229317289317,1.4513767886460336,-0.4522445172702203,1,1.4348178679192747 -1414,2019-01-14,1.3268722328111422,1.3268722328111422,1.372919224889014,1.4119070166432504,1.4559856933498994,-0.404957562274405,1,1.4880741667706496 -1415,2019-01-15,1.4861385722477145,1.4861385722477145,1.4718078931682326,1.4199588564025964,1.3386941613488943,-0.2211471267407196,1,1.3565945171637896 -1416,2019-01-16,1.511862493411054,1.511862493411054,1.5220374500656224,1.5648942757558308,1.4941291996628918,-0.5311469580269265,1,1.4389830951299962 -1417,2019-01-17,1.531869937171249,1.531869937171249,1.514188815156989,1.5753617595903795,1.516856792777861,-0.7616765417000894,-1,1.5017187985197937 -1418,2019-01-18,0.8165215941493519,0.8165215941493519,1.1316625077398617,0.8600256447011343,1.1479766297839376,3.888457201238536,-1,1.5160507028884405 -1419,2019-01-22,0.7634855133261748,0.7634855133261748,0.8313863194593718,0.7919061404335841,0.859039319374471,1.1438832681697002,-1,0.8670141922758638 -1420,2019-01-23,0.5835766164514623,0.5835766164514623,0.6194821585992358,0.5695106956728814,0.6632358960264877,1.2491092347862287,-1,0.7489401127093355 -1421,2019-01-24,0.6458222999064885,0.6458222999064885,0.6066109721761459,0.5307005147316705,0.5127280569401054,0.223014108560992,-1,0.5980527280749335 -1422,2019-01-25,0.7336333532561835,0.7336333532561835,0.6825824528360662,0.6960875886441646,0.6932738049390162,0.0498103051036974,-1,0.6176025177170839 -1423,2019-01-28,0.7231530689668116,0.7231530689668116,0.665944352777135,0.6671003204787194,0.6697518396340643,-0.1378612170530853,-1,0.7056658915208955 -1424,2019-01-29,0.7403025011762485,0.7403025011762485,0.6832102717753733,0.7323213282982235,0.7072601210189499,-0.547045550004386,1,0.6964111287178225 -1425,2019-01-30,0.919893841211988,0.919893841211988,0.84708314019299,0.8400563817777181,0.7895865448798117,0.9584602611640154,1,0.7303950734495374 -1426,2019-01-31,0.8921055734445072,0.8921055734445072,0.8872662468105248,0.7677501604185458,0.798327821914846,1.258012446293606,-1,0.8420722263586454 -1427,2019-02-01,0.9745172519284004,0.9745172519284004,0.9585290854256416,0.9207374195311254,0.8685754233059502,0.057487053801385,-1,0.8599706906926396 -1428,2019-02-04,0.985315093056746,0.985315093056746,0.945971808472207,0.894649108550724,0.9887275136625194,0.0730903862135488,-1,0.9871095707672026 -1429,2019-02-05,1.119651176276594,1.119651176276594,1.0580455726441664,1.0616469190046836,0.9809397560793408,-0.0652955008131093,-1,0.9740764173968806 -1430,2019-02-06,1.0540713731631657,1.0540713731631657,1.0862992212475733,1.1159166691428015,1.0937810759318891,-0.4523807909157414,-1,1.0843033499996375 -1431,2019-02-07,0.8998863974517929,0.8998863974517929,0.9365536262153064,0.9126855797717784,0.9938134054455467,-0.1157621742044165,-1,1.086648442874021 -1432,2019-02-08,0.8727332433622602,0.8727332433622602,0.8227535845020774,0.8402176397266653,0.890984721897172,-0.2693879972551825,1,0.9104178952921328 -1433,2019-02-11,0.9845214281101272,0.9845214281101272,0.9977704636342166,1.0334650191099726,0.9667947474439956,0.0225782882737346,1,0.8450121729317017 -1434,2019-02-12,0.9681656608473084,0.9681656608473084,0.991335094964496,1.0192932098196454,1.039903361897127,-0.3435662849671578,1,0.9663618507676327 -1435,2019-02-13,0.9103662274395352,0.9103662274395352,0.9059454320476752,0.9540722020001412,0.9787148773583438,-0.4289644361603689,-1,0.9870620206067758 -1436,2019-02-14,0.8404987255475247,0.8404987255475247,0.8120793152829153,0.8804777599973922,0.8361530337040918,-0.4155187698022888,1,0.9324187824896181 -1437,2019-02-15,0.9057614261236104,0.9057614261236104,0.8313863194593718,0.9271789834860034,0.8539534275914462,-0.7098471318535714,1,0.857695910085554 -1438,2019-02-19,0.8701923343488458,0.8701923343488458,0.8869523373408713,0.9524623869326674,0.8866932023041281,-0.6500002891955631,-1,0.9056410109425876 -1439,2019-02-20,0.8212854010355772,0.8212854010355772,0.8047022182042332,0.8482694794860107,0.8525233757668944,0.0253946102811703,-1,0.9169181452304807 -1440,2019-02-21,0.6413760498592354,0.6413760498592354,0.7566704766780655,0.7113863606291214,0.8112010165745888,0.4267432086150089,-1,0.8239776027162237 -1441,2019-02-22,0.6966350285552235,0.6966350285552235,0.6508753509828247,0.7371526164486306,0.6948634587319019,-0.2929179133818225,1,0.6739422478361363 -1442,2019-02-25,0.7611036098830616,0.7611036098830616,0.7513335666103083,0.8160616597116254,0.7492177051393607,-0.0917098757699456,-1,0.6994651837585698 -1443,2019-02-26,0.7466536379557093,0.7466536379557093,0.7373639215852549,0.6835265158953046,0.6587856838780332,0.35254220862878,-1,0.7591073261472655 -1444,2019-02-27,1.0146915993207226,1.0146915993207226,0.9616681801221768,0.8732308277717824,0.8107244842018922,0.9433793110596824,-1,0.7114243470392515 -1445,2019-02-28,1.0963091585563658,1.0963091585563658,1.0197454737609035,1.038457104472328,1.0831327599931433,0.7927515082103803,-1,0.9362830970309718 -1446,2019-03-01,0.697905255911116,0.697905255911116,0.8177301348203261,0.7339316041026935,0.8927330682454707,3.606961274140488,-1,1.100747482547244 -1447,2019-03-04,0.5481665302469972,0.5481665302469972,0.6901167291913981,0.5870638537840988,0.7525552505740851,2.286333375395688,1,0.8462486558628007 -1448,2019-03-05,0.4081139696240029,0.4081139696240029,0.4546675617726577,0.3828661381933949,0.496357714877302,2.6651513976700403,-1,0.6206502565711077 -1449,2019-03-06,0.4033501627377767,0.4033501627377767,0.4155829137570864,0.4519522686806241,0.4086275594161285,0.7506883762928731,-1,0.5304921730684935 -1450,2019-03-07,0.408907634570621,0.408907634570621,0.4656552913778257,0.4496974218173691,0.44613538609455,0.5478677672089969,1,0.43944419248455796 -1451,2019-03-08,0.5287942001647485,0.5287942001647485,0.4796253854865258,0.4761082486956632,0.4154617975474527,0.4063930108838607,1,0.43515860020608943 -1452,2019-03-11,0.6364536917043373,0.6364536917043373,0.5689391413158392,0.5503472617571956,0.5205153598168226,0.0822207204634613,-1,0.4819565981328263 -1453,2019-03-12,0.516408574841537,0.516408574841537,0.5185528542254465,0.5593652669992238,0.5677179829821337,0.1076130430788895,-1,0.5723383997774487 -1454,2019-03-13,0.6053308499768242,0.6053308499768242,0.5800836011140102,0.5857756331405211,0.5265547710517027,-0.042151693348779,-1,0.5225665504640178 -1455,2019-03-14,0.6212100548303685,0.6212100548303685,0.6334522527079351,0.6757967312968515,0.6624415238365069,0.0166049601450605,-1,0.5647357964958726 -1456,2019-03-15,0.3904879750052916,0.3904879750052916,0.4502728291975085,0.4521130658925726,0.520356667261412,1.7613845805742276,-1,0.6087699860378009 -1457,2019-03-18,0.2961667793058329,0.2961667793058329,0.3612729828378486,0.3377751905092555,0.4009989490948243,0.7383101868247083,-1,0.42391334478514925 -1458,2019-03-19,0.2640912670614004,0.2640912670614004,0.2867138702495445,0.2759359922476369,0.2659070232064635,1.0834459063811006,-1,0.3461429718737301 -1459,2019-03-20,0.3614294798819185,0.3614294798819185,0.3129273318420275,0.3216710502535643,0.3007134387911925,-0.0277293991977979,-1,0.3007281592527423 -1460,2019-03-21,0.3680986278019835,0.3680986278019835,0.3361584289309775,0.3562949748401501,0.3469620877981865,-0.2460170670483169,-1,0.3503224402979127 -1461,2019-03-22,0.217406777319316,0.217406777319316,0.27886568442456,0.2846324030657689,0.3466447026873647,0.3895859279362607,-1,0.3675372667991038 -1462,2019-03-25,0.1521445310448598,0.1521445310448598,0.1278644515136798,0.1310010336314013,0.1420995475978829,0.7233200858173893,-1,0.263426220337911 -1463,2019-03-26,0.2688550739476267,0.2688550739476267,0.2389960381930311,0.2915572801304855,0.2172743482165996,0.0728178389225067,-1,0.13921241996293765 -1464,2019-03-27,0.3809608155344685,0.3809608155344685,0.3192059703187461,0.3519469997995826,0.2857740579658659,0.3972172520854412,-1,0.2368258680924731 -1465,2019-03-28,0.4411421523853548,0.4411421523853548,0.3970613568802342,0.4633859179978568,0.4194350226167482,-0.0581865589717596,-1,0.3294550106839349 -1466,2019-03-29,0.4608320393065775,0.4608320393065775,0.3943929018463556,0.4537233416970426,0.4439105073735531,-0.2359782418282639,-1,0.42143745917625847 -1467,2019-04-01,0.6088244295071571,0.6088244295071571,0.5362903110536363,0.5629083345060558,0.5062116586260663,0.2453175618779423,1,0.442225876869527 -1468,2019-04-02,0.5564234623619279,0.5564234623619279,0.5400572246894785,0.6047782698442582,0.59648453262552,-0.3523559351032675,-1,0.5371258375547056 -1469,2019-04-03,0.6505861067927148,0.6505861067927148,0.6456956201917172,0.6577602600757962,0.5809094721656249,0.2019371180537314,-1,0.5708916354977955 -1470,2019-04-04,0.2690136252162985,0.2690136252162985,0.253751130517688,0.2297180818688668,0.1767468159207381,3.7907717096741735,-1,0.6179334620667212 -1471,2019-04-05,0.3830251621386085,0.3830251621386085,0.3306647886702165,0.3186117565935698,0.3034153045913474,1.3645557248168383,-1,0.4262837321997598 -1472,2019-04-08,0.3550778888008258,0.3550778888008258,0.4100892734963254,0.38834153666559,0.4278584598344982,0.7676998697087548,-1,0.35153193046876935 -1473,2019-04-09,0.3409454737124491,0.3409454737124491,0.3133979715046823,0.3749755563829933,0.3318640144174478,-0.2558060572515813,1,0.3801598382390738 -1474,2019-04-10,0.4004916968853891,0.4004916968853891,0.3664527136289553,0.4277962886655859,0.4127599317472978,0.0070430926843313,1,0.3667683604455353 -1475,2019-04-11,0.2791763526666973,0.2791763526666973,0.2427634009125208,0.3103986588852772,0.2786219800172565,0.6372178541223192,-1,0.3768417844692901 -1476,2019-04-12,0.267743397860406,0.267743397860406,0.2655234092551669,0.3302066638597479,0.3091368760089424,-0.0645687080369969,-1,0.2751180182428594 -1477,2019-04-15,0.2467832835832916,0.2467832835832916,0.2173349375359962,0.1981543724162695,0.2838665643556926,0.6832556340341913,1,0.2754902263595338 -1478,2019-04-16,0.357618797814241,0.357618797814241,0.3133979715046823,0.296227310331947,0.238094447721395,0.0551022650047661,-1,0.21570275208953352 -1479,2019-04-17,0.3237964958046417,0.3237964958046417,0.3101016975314974,0.3577439926956747,0.3811328237483444,-0.4323939895726494,-1,0.3034081887834656 -1480,2019-04-18,0.356030559317746,0.356030559317746,0.3108866957474558,0.3772299425092514,0.3251889235479982,-0.2620973572198046,-1,0.34380937922611654 -1481,2019-04-22,0.1891424014441904,0.1891424014441904,0.2298922144894318,0.2601543678898367,0.2897468283286989,1.1621439366695252,-1,0.3461351660203267 -1482,2019-04-23,0.2074030554392185,0.2074030554392185,0.16585019184364,0.151774743351557,0.1490924782846185,0.8888698528512498,-1,0.22239510944293908 -1483,2019-04-24,0.1241972577070779,0.1241972577070779,0.1614550101848433,0.1880089437426129,0.2078973915469943,0.8397204913666464,-1,0.18119277625976357 -1484,2019-04-25,-0.0509478322814082,-0.0509478322814082,0.0622524324359729,-0.0041110122090685,0.0672430415029138,3.365756921568174,-1,0.15736441066920767 -1485,2019-04-26,-0.2492766158722652,-0.2492766158722652,-0.131129722463664,-0.2447037254027754,-0.0678488843854453,3.4818847798263888,1,0.0889424261117019 -1486,2019-04-29,-0.1487626075112008,-0.1487626075112008,-0.1735106444524209,-0.2279557051937943,-0.2369517169023957,2.1995043509245047,1,-0.17290377926202682 -1487,2019-04-30,-0.192905961089056,-0.192905961089056,-0.1699004610095818,-0.15017362462543,-0.1384143255938337,0.5528871798190234,1,-0.18328511738854558 -1488,2019-05-01,-0.2672197130283193,-0.2672197130283193,-0.2359831197499452,-0.2387452441892393,-0.189431253919799,0.8344739560140848,-1,-0.16907569341433168 -1489,2019-05-02,-0.1070009302256439,-0.1070009302256439,-0.1240665348546363,-0.1385789477277504,-0.0834239448453421,2.527651289339269,1,-0.2304217910349892 -1490,2019-05-03,0.0665568298696061,0.0665568298696061,0.0247373317686692,-0.0456588923863769,-0.1098064685058587,3.787614703552935,1,-0.11356987870276461 -1491,2019-05-06,0.0714791880245042,0.0714791880245042,0.0520497010467624,0.0350216846300333,-0.0119049841850983,0.8638863511723849,1,0.14914362550874924 -1492,2019-05-07,-0.0599988836445864,-0.0599988836445864,0.0341555140255696,-0.0197318393549201,0.0958508985908889,0.704332624541452,1,0.03302234626891629 -1493,2019-05-08,-0.0952504185803795,-0.0952504185803795,-0.0695989755751003,-0.0342252430691443,-0.0608554989922472,-0.1939378221850103,1,-0.035434239521400054 -1494,2019-05-09,-0.140664226664942,-0.140664226664942,-0.1782197355808712,-0.1511400204766101,-0.1393678450456892,-0.0724271549287126,-1,-0.07755017038277626 -1495,2019-05-10,-0.1797264436684126,-0.1797264436684126,-0.2047466575593593,-0.1659554793517287,-0.1751275527290423,-0.0049944126700308,-1,-0.1691076169712849 -1496,2019-05-13,-0.3783727840982423,-0.3783727840982423,-0.3541785676637957,-0.3514726133995876,-0.29814042879441,0.8640907616406664,-1,-0.2183181747763442 -1497,2019-05-14,-0.2942140886983676,-0.2942140886983676,-0.3223145110757265,-0.2951090439786625,-0.3412106796285526,0.0504462487827958,1,-0.3571850963461809 -1498,2019-05-15,-0.2999305661015132,-0.2999305661015132,-0.3546494318682759,-0.3393946233920684,-0.3408928398112675,0.0603488003573277,1,-0.32531418421343317 -1499,2019-05-16,-0.3574124426703132,-0.3574124426703132,-0.3772527100179194,-0.3192647936252018,-0.3381912013643434,0.1028888900341587,1,-0.3306469525813014 -1500,2019-05-17,-0.6321188705029441,-0.6321188705029441,-0.5147549375664026,-0.6023717828473981,-0.4578665319949859,2.4430253554706773,-1,-0.3474323379719711 -1501,2019-05-20,-0.7221528217254515,-0.7221528217254515,-0.7696680638964275,-0.8225123807448455,-0.7623789028643497,3.065228108645682,-1,-0.6250731365308093 -1502,2019-05-21,-0.7265990717727041,-0.7265990717727041,-0.7476926046860911,-0.8097905107840367,-0.8424804480042178,2.492356415149309,-1,-0.7942835405030165 -1503,2019-05-22,-0.9227045031891196,-0.9227045031891196,-0.8020029846889769,-0.8783933281614265,-0.8211838161267255,2.647095139638497,-1,-0.7828384909869496 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-1528,2019-06-27,-0.4445881551912473,-0.4445881551912473,-0.5043952514423659,-0.4666158570536382,-0.4977581573030463,-0.1568486783290226,-1,-0.4634286006598485 -1529,2019-06-28,-0.4347432117306364,-0.4347432117306364,-0.468763832134807,-0.4110571951664497,-0.4732826725462405,-0.0406299709737936,-1,-0.4599889900889737 -1530,2019-07-01,-0.3758321022356426,-0.3758321022356426,-0.3442897457442387,-0.3228078611320333,-0.3267480585291538,0.2687112043590614,1,-0.43720117157109134 -1531,2019-07-02,-0.4174350011017129,-0.4174350011017129,-0.4062913568372827,-0.3881896661634855,-0.3477270779425918,0.5061907439537994,1,-0.3688485309975414 -1532,2019-07-03,-0.253087525090757,-0.253087525090757,-0.2113392055057306,-0.1902724869472139,-0.1808488967934061,1.6286540498366942,1,-0.38936076448833085 -1533,2019-07-05,-0.2816696849556704,-0.2816696849556704,-0.3074026885580658,-0.2500178659260245,-0.2574539765899059,0.0080424327514859,1,-0.2606653019064623 -1534,2019-07-08,-0.3254957088453673,-0.3254957088453673,-0.3576320209136318,-0.2844803021951664,-0.3103779438195816,-0.261143441701157,0,-0.2501771546789848 -1535,2019-07-09,-0.3299419588926204,-0.3299419588926204,-0.3772527100179194,-0.3067037208763421,-0.3464554913202199,-0.1906672546925043,1,-0.299008547623974 -1536,2019-07-10,-0.1892538302900508,-0.1892538302900508,-0.2526216688925239,-0.2123346476794441,-0.2641290674593564,0.4804577372245685,1,-0.334228439006783 -1537,2019-07-11,-0.1943351940152498,-0.1943351940152498,-0.2124381131913416,-0.1694983164900612,-0.2007152494931148,0.1099524073270014,-1,-0.2512576099220166 -1538,2019-07-12,-0.0914392822110726,-0.0914392822110726,-0.1515351852420849,-0.1065319251653135,-0.1751275527290423,0.492904063515494,0,-0.2113838508641 -1539,2019-07-15,0.0422616873308298,0.0422616873308298,-0.0096382251184517,-0.0235969620226452,-0.0440090792632098,0.9016341509817244,-1,-0.14063237024235078 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-1570,2019-08-27,-0.5836880452973223,-0.5836880452973223,-0.5687511835578111,-0.5522887498009026,-0.5567217631208333,-0.3665965310602206,1,-0.5712315178475138 -1571,2019-08-28,-0.5597106867483338,-0.5597106867483338,-0.5930811883323722,-0.5477795168113896,-0.5893026179248727,-0.8641543231319426,1,-0.5655246047962872 -1572,2019-08-29,-0.4625312523473023,-0.4625312523473023,-0.4965468410755567,-0.4561483732190876,-0.504910007898424,-0.4203564842182872,1,-0.5539561512924459 -1573,2019-08-30,-0.4006033528820639,-0.4006033528820639,-0.3546494318682759,-0.3561428739695476,-0.3435947056114224,0.5201815048939638,1,-0.48241714348362763 -1574,2019-09-03,-0.4101307395037017,-0.4101307395037017,-0.4094306760756416,-0.3730521521274738,-0.4241727831239869,-0.3807008533716525,-1,-0.3947068802696522 -1575,2019-09-04,-0.4788867924593064,-0.4788867924593064,-0.4171219071658001,-0.4366624234055109,-0.3795131058501869,-0.2882846094341058,-1,-0.3848553272012223 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-1582,2019-09-13,-0.0895339411772339,-0.0895339411772339,-0.1033467135229143,-0.0234357040736997,-0.0605376591749621,-0.3900128858155931,-1,-0.07488635587386522 -1583,2019-09-16,-0.1274849363951133,-0.1274849363951133,-0.119357443726186,-0.0830205162090603,-0.0757953345240363,-0.5228796901986476,1,-0.06650894715866755 -1584,2019-09-17,-0.096044537828627,-0.096044537828627,-0.1480821810758963,-0.0959031833818174,-0.1318979272797946,-0.7188184801837093,-1,-0.10425636344583089 -1585,2019-09-18,-0.1166866409651388,-0.1166866409651388,-0.107741895181711,-0.0636953636074321,-0.0916886895076807,-0.6495914682589998,-1,-0.11901837927500503 -1586,2019-09-19,-0.0673031452425976,-0.0673031452425976,-0.1113520786245502,-0.0239190171835392,-0.0757953345240363,-0.5075034805290188,1,-0.11367704532372656 -1587,2019-09-20,-0.162259908921632,-0.162259908921632,-0.1268917200815179,-0.1314932734510853,-0.0680075769408566,-0.1538279458533053,1,-0.09109192575099703 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-1594,2019-10-01,-0.0976318677218632,-0.0976318677218632,-0.1425880917314885,-0.1158722159367355,-0.1473142951842801,-0.1970721160319952,1,-0.12856657662071194 -1595,2019-10-02,-0.1224031183682845,-0.1224031183682845,-0.162994003593557,-0.1110411581548266,-0.1188655853581789,-0.3177197168666593,-1,-0.12485717251741545 -1596,2019-10-03,-0.2827813610428911,-0.2827813610428911,-0.32262842054538,-0.3550156809064186,-0.3005244547772798,1.8292942805922328,-1,-0.14022931112873283 -1597,2019-10-04,-0.3081874982164443,-0.3081874982164443,-0.3179193294169298,-0.2939816205470354,-0.3044974524933445,0.2191075973893877,-1,-0.32486117657603353 -1598,2019-10-07,-0.2083088306841408,-0.2083088306841408,-0.2585861733577644,-0.2862518359485819,-0.3332642294899612,0.2348244911728191,1,-0.2948135270796518 -1599,2019-10-08,-0.1713109602848102,-0.1713109602848102,-0.1741384633917279,-0.1904335145276609,-0.2367927969937531,0.3742778550893925,-1,-0.25307390091832005 -1600,2019-10-09,-0.1001727767352776,-0.1001727767352776,-0.1213976307371101,-0.0913944111293014,-0.1501753082463089,-0.0308636930447827,-1,-0.19341647454948713 -1601,2019-10-10,-0.0968382027752451,-0.0968382027752451,-0.0903183478231747,-0.0764176943052377,-0.0872384773592263,-0.1696584010080043,1,-0.13081995071760547 -1602,2019-10-11,-0.0468195933747577,-0.0468195933747577,-0.0620646992197685,0.0078059502180035,-0.057517953557522,0.328217362903267,1,-0.10680411057536676 -1603,2019-10-14,0.0972031091878448,0.0972031091878448,0.0551892448269451,0.0129588327923076,-0.0455982783496355,0.7210488583920379,-1,-0.07642183725264806 -1604,2019-10-15,0.1119706379541685,0.1119706379541685,0.0779488040859435,0.1255256351592063,0.1101545997816452,-0.1357035509990015,1,0.009212795168529287 -1605,2019-10-16,0.1415056954868161,0.1415056954868161,0.1109119929014475,0.1706165828433457,0.1052274005540317,-0.0786276057999218,0,0.10011027845194727 -1606,2019-10-17,0.1767567761209797,0.1767567761209797,0.1529790054205509,0.2229544627530958,0.1864416124076286,-0.5135222332061999,1,0.13336223077042492 -1607,2019-10-18,0.0970441036175435,0.0970441036175435,0.1218997225066155,0.1413072595170064,0.1578337553196536,-0.2908283841504993,1,0.18260212011241417 -1608,2019-10-21,0.0422616873308298,0.0422616873308298,0.0701006182609582,0.0620761610931176,0.1201672360858208,-0.4565144248298808,1,0.12721783240860463 -1609,2019-10-22,0.0752903243938111,0.0752903243938111,0.0517357915771089,0.0728657000885622,0.0564355783022941,-0.5517924153233703,1,0.0630275439890836 -1610,2019-10-23,0.0609989037351323,0.0609989037351323,0.0173602346899879,0.0809175398479093,0.0592965913643229,-0.4018232684274201,1,0.05320022407337118 -1611,2019-10-24,0.7755535818104122,0.7755535818104122,0.7831978477402012,0.6904513929600211,0.7565284756433823,5.153553589433495,1,0.04549574248754721 -1612,2019-10-25,1.227311122117813,1.227311122117813,1.176711884762497,0.8017295139463467,0.7461979995219207,5.218328995604517,1,0.9138583698696819 -1613,2019-10-28,1.2206419741977463,1.2206419741977463,1.3468633916568324,1.2283222135607543,1.220131724785214,2.6891355592817505,1,1.2266445764773273 -1614,2019-10-29,1.0381921683096202,1.0381921683096202,1.0872413987401806,1.1019065785384168,1.1001383269840554,1.2841542739594003,-1,1.164691961067892 -1615,2019-10-30,1.0189788437976728,1.0189788437976728,1.000752828137749,1.024929866240786,0.9890453534798046,0.5931333297962494,-1,1.0664156708524068 -1616,2019-10-31,1.017549610871479,1.017549610871479,1.0040491021109352,1.0737246786437042,0.9906345525662305,-0.44590779275349,-1,1.0185964170365027 -1617,2019-11-01,0.9919842409768111,0.9919842409768111,0.9644938144327068,1.0221921670046883,1.0418104008008386,-0.1468098531089696,1,1.025022839094188 -1618,2019-11-04,1.0580410608011437,1.0580410608011437,1.050197386819181,1.0134957561865563,1.0176532105677805,0.3989888094772153,-1,0.9653066900648279 -1619,2019-11-05,1.0540713731631657,1.0540713731631657,1.074840851979748,1.1239689696391455,1.094258063011049,-0.0197346786605611,1,0.9908441055473914 -1620,2019-11-06,1.2026984227400628,1.2026984227400628,1.1252271390701407,1.0978806586587433,1.0685112189851027,0.2068202570182368,1,1.0524961062207947 -1621,2019-11-07,1.3449743355375,1.3449743355375,1.3572228532390458,1.3156056124809858,1.2455607289938757,1.6891141238995475,1,1.134259500874723 -1622,2019-11-08,1.370380699861866,1.370380699861866,1.2938086495325605,1.387751497365209,1.3307477112103052,-0.2182853801847769,-1,1.2964302168104067 -1623,2019-11-11,1.4966188565370853,1.4966188565370853,1.4779298014519473,1.540738295740791,1.4809381651858649,0.6714679636966178,1,1.409516892332167 -1624,2019-11-12,1.573473063188134,1.573473063188134,1.496451807412448,1.573590686573961,1.5278229485338926,0.0747483822340553,1,1.509094674532668 -1625,2019-11-13,1.5128151639279734,1.5128151639279734,1.5900035656239069,1.5919487522189133,1.6565576233700865,0.3156574752410739,1,1.5620377858612318 -1626,2019-11-14,1.564263460556284,1.564263460556284,1.5509189176083356,1.5553929574039596,1.5152671389849723,-0.1284129109636236,-1,1.5354794124228373 -1627,2019-11-15,1.6090421549629004,1.6090421549629004,1.534594727019058,1.643159669434033,1.5872630867243769,-0.504505460327555,-1,1.5306671931796416 -1628,2019-11-18,1.5744257337050531,1.5744257337050531,1.540088367279818,1.6067646718310276,1.623499554133656,-0.5973078129274115,1,1.5604397906202212 -1629,2019-11-19,1.7257526978656672,1.7257526978656672,1.647453040323328,1.634141203455007,1.6049047880563192,0.157739032356394,1,1.5407318579633178 -1630,2019-11-20,1.6098358199095184,1.6098358199095184,1.6664461350301305,1.6626451585106126,1.7360230341689205,-0.0693155733559812,1,1.6393150195148911 -1631,2019-11-21,1.651279940356102,1.651279940356102,1.6607953154927195,1.7339856751240998,1.648769865786905,-0.2090187722893433,-1,1.6014316041081735 -1632,2019-11-22,1.3052770048560816,1.3052770048560816,1.3493746674140596,1.3474913770944787,1.4207032000989372,2.23495821103424,-1,1.6216219504227405 -1633,2019-11-25,1.3576775176996825,1.3576775176996825,1.4054113249582156,1.4193147460808084,1.486818429158871,1.2058423523332853,1,1.198780897507216 -1634,2019-11-26,1.239855298709695,1.239855298709695,1.2630432760882777,1.3007901536058692,1.3429856809419394,0.2082965548447152,1,1.416599959462413 -1635,2019-11-27,1.277488737088601,1.277488737088601,1.238399361844064,1.324462820511069,1.2770291444374169,-0.3349356207508226,1,1.3125592550618517 -1636,2019-11-29,1.2560520604022123,1.2560520604022123,1.1964895286016108,1.3072312568237476,1.2768699971755428,-1.0367448951843925,-1,1.2946500055410939 -1637,2019-12-02,1.3343354999794548,1.3343354999794548,1.276856190920328,1.326395151476432,1.2496926466185825,-0.2170816296493406,1,1.2653728116516278 -1638,2019-12-03,1.3554546198268704,1.3554546198268704,1.300871837141588,1.3827589512658556,1.300868949559653,-0.1037019565758008,1,1.31285504327784 -1639,2019-12-04,1.3051179992857802,1.3051179992857802,1.300087288009278,1.3933876930493518,1.3824005465240723,-0.3400685947321167,1,1.3421901554078257 -1640,2019-12-05,1.2628802138925783,1.2628802138925783,1.246090817476046,1.303205797681072,1.3042064949943777,-0.7507973623326564,1,1.3241524370325815 -1641,2019-12-06,1.350532261671973,1.350532261671973,1.3157841087428954,1.4243072921801612,1.3386941613488943,0.1322104360954447,1,1.278102311365891 -1642,2019-12-09,1.408331240778116,1.408331240778116,1.4035278681402936,1.429299377542517,1.363964473002146,0.4526124889897608,-1,1.3533934022283889 -1643,2019-12-10,1.5561650797100253,1.5561650797100253,1.5021026269498587,1.4974188818100669,1.4175243472196242,0.4083689787439164,-1,1.405385748695085 -1644,2019-12-11,1.6174576383465027,1.6174576383465027,1.6035030200699505,1.6871231936865447,1.6069709742219056,-0.0300914757201633,1,1.524736770539742 -1645,2019-12-12,1.728293152577452,1.728293152577452,1.6906189605280415,1.7215858603241851,1.6552858093944824,0.1666195315895178,-1,1.6189095653317267 -1646,2019-12-13,1.707809600709613,1.707809600709613,1.7293896990739586,1.7442923617467028,1.7527107613425466,-0.1043379002548992,-1,1.67943412667501 -1647,2019-12-16,2.074772650486747,2.074772650486747,2.018207069002977,1.870869254717986,1.7765505664647818,2.5310354182030426,1,1.6767920538512942 -1648,2019-12-17,2.0349167685366583,2.0349167685366583,2.0478739838452955,2.0866614168378685,2.0378339939445915,0.3330777895935188,-1,1.8427070767805878 -1649,2019-12-18,2.259762911086659,2.259762911086659,2.2004447641044425,2.162027853331028,2.063898677787824,1.6104615181596298,-1,2.0130671459097815 -1650,2019-12-19,2.4326855575039628,2.4326855575039628,2.382996368675562,2.418402190882536,2.329155330336928,2.5157954821789352,-1,2.0810850881736602 -1651,2019-12-20,2.457297802580083,2.457297802580083,2.4795304913905545,2.4778257450689507,2.535289229806372,1.7539349546190752,-1,2.1921455786638995 -1652,2019-12-23,2.6737284617464825,2.6737284617464825,2.620957260935178,2.6358050895438843,2.5589698876667337,1.428445352291972,1,2.288996794146593 -1653,2019-12-24,2.769478890372133,2.769478890372133,2.675267640938064,2.679124964211607,2.6635469175634063,0.2326668251187353,-1,2.3949199605373854 -1654,2019-12-26,2.859830398433614,2.859830398433614,2.8009971406654226,2.899104304160109,2.81532611591893,0.8184618026653577,1,2.427308174321443 -1655,2019-12-27,2.850937898339107,2.850937898339107,2.8297218780151328,2.895239642229382,2.928008743216068,0.6621559312526772,1,2.460160925763004 -1656,2019-12-30,2.6019556188206314,2.6019556188206314,2.7306764795429133,2.623888587853812,2.829312431998863,1.2619189574652103,1,2.461099058251425 -1657,2019-12-31,2.6595960466581032,2.6595960466581032,2.609655621860357,2.5082620310899206,2.451214459597209,0.7393776637146233,1,2.3300899049687884 From c183d3a4cacbd5395db5081224e0a4acfacca74d Mon Sep 17 00:00:00 2001 From: mega5800 Date: Sun, 26 Jul 2026 22:31:35 +0300 Subject: [PATCH 09/17] moved normalisation logic out of sentiment extraction notebook --- .../Financial_Sentiment_Extraction.ipynb | 277 +++--------------- 1 file changed, 38 insertions(+), 239 deletions(-) diff --git a/Code/1. Sentiment Extraction/Financial_Sentiment_Extraction.ipynb b/Code/1. Sentiment Extraction/Financial_Sentiment_Extraction.ipynb index 09256dd..5727632 100644 --- a/Code/1. Sentiment Extraction/Financial_Sentiment_Extraction.ipynb +++ b/Code/1. Sentiment Extraction/Financial_Sentiment_Extraction.ipynb @@ -25,27 +25,27 @@ "text": [ "Defaulting to user installation because normal site-packages is not writeable\n", "Requirement already satisfied: yfinance in /home/shartil/.local/lib/python3.10/site-packages (1.5.2)\n", + "Requirement already satisfied: curl_cffi>=0.15 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (0.15.0)\n", + "Requirement already satisfied: multitasking>=0.0.7 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (0.0.13)\n", + "Requirement already satisfied: protobuf>=3.19.0 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (7.34.0)\n", "Requirement already satisfied: numpy>=1.16.5 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (2.2.6)\n", - "Requirement already satisfied: requests>=2.31 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (2.34.2)\n", - "Requirement already satisfied: pytz>=2022.5 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (2026.3.post1)\n", + "Requirement already satisfied: beautifulsoup4>=4.11.1 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (4.15.0)\n", "Requirement already satisfied: peewee>=3.16.2 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (4.2.6)\n", - "Requirement already satisfied: protobuf>=3.19.0 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (7.34.0)\n", + "Requirement already satisfied: requests>=2.31 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (2.34.2)\n", "Requirement already satisfied: pandas>=1.3.0 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (2.2.3)\n", "Requirement already satisfied: platformdirs>=2.0.0 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (4.3.7)\n", - "Requirement already satisfied: curl_cffi>=0.15 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (0.15.0)\n", "Requirement already satisfied: websockets>=13.0 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (16.1.1)\n", - "Requirement already satisfied: multitasking>=0.0.7 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (0.0.13)\n", - "Requirement already satisfied: beautifulsoup4>=4.11.1 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (4.15.0)\n", + "Requirement already satisfied: pytz>=2022.5 in /home/shartil/.local/lib/python3.10/site-packages (from yfinance) (2026.3.post1)\n", "Requirement already satisfied: soupsieve>=1.6.1 in /home/shartil/.local/lib/python3.10/site-packages (from beautifulsoup4>=4.11.1->yfinance) (2.9.1)\n", "Requirement already satisfied: typing-extensions>=4.0.0 in /home/shartil/.local/lib/python3.10/site-packages (from beautifulsoup4>=4.11.1->yfinance) (4.15.0)\n", + "Requirement already satisfied: rich in /home/shartil/.local/lib/python3.10/site-packages (from curl_cffi>=0.15->yfinance) (14.3.3)\n", "Requirement already satisfied: cffi>=2.0.0 in /home/shartil/.local/lib/python3.10/site-packages (from curl_cffi>=0.15->yfinance) (2.1.0)\n", "Requirement already satisfied: certifi>=2024.2.2 in /home/shartil/.local/lib/python3.10/site-packages (from curl_cffi>=0.15->yfinance) (2026.2.25)\n", - "Requirement already satisfied: rich in /home/shartil/.local/lib/python3.10/site-packages (from curl_cffi>=0.15->yfinance) (14.3.3)\n", "Requirement already satisfied: python-dateutil>=2.8.2 in /home/shartil/.local/lib/python3.10/site-packages (from pandas>=1.3.0->yfinance) (2.9.0.post0)\n", "Requirement already satisfied: tzdata>=2022.7 in /home/shartil/.local/lib/python3.10/site-packages (from pandas>=1.3.0->yfinance) (2025.2)\n", - "Requirement already satisfied: charset_normalizer<4,>=2 in /home/shartil/.local/lib/python3.10/site-packages (from requests>=2.31->yfinance) (3.4.9)\n", - "Requirement already satisfied: urllib3<3,>=1.26 in /usr/lib/python3/dist-packages (from requests>=2.31->yfinance) (1.26.5)\n", "Requirement already satisfied: idna<4,>=2.5 in /home/shartil/.local/lib/python3.10/site-packages (from requests>=2.31->yfinance) (3.11)\n", + "Requirement already satisfied: urllib3<3,>=1.26 in /usr/lib/python3/dist-packages (from requests>=2.31->yfinance) (1.26.5)\n", + "Requirement already satisfied: charset_normalizer<4,>=2 in /home/shartil/.local/lib/python3.10/site-packages (from requests>=2.31->yfinance) (3.4.9)\n", "Requirement already satisfied: pycparser in /home/shartil/.local/lib/python3.10/site-packages (from cffi>=2.0.0->curl_cffi>=0.15->yfinance) (3.0)\n", "Requirement already satisfied: six>=1.5 in /usr/lib/python3/dist-packages (from python-dateutil>=2.8.2->pandas>=1.3.0->yfinance) (1.16.0)\n", "Requirement already satisfied: pygments<3.0.0,>=2.13.0 in /home/shartil/.local/lib/python3.10/site-packages (from rich->curl_cffi>=0.15->yfinance) (2.19.2)\n", @@ -222,7 +222,7 @@ } ], "source": [ - "data_csv_file_path = f\"../../Data/TESLA data/1. Raw data/PAPER_{TESLA_TICKER}_data.csv\"\n", + "data_csv_file_path = f\"../../Data/TESLA data/1. Raw data/raw tsla data.csv\"\n", "\n", "data_df = yf.download(\n", " TESLA_TICKER, \n", @@ -597,8 +597,8 @@ "Defaulting to user installation because normal site-packages is not writeable\n", "Requirement already satisfied: contractions in /home/shartil/.local/lib/python3.10/site-packages (0.1.73)\n", "Requirement already satisfied: textsearch>=0.0.21 in /home/shartil/.local/lib/python3.10/site-packages (from contractions) (0.0.24)\n", - "Requirement already satisfied: pyahocorasick in /home/shartil/.local/lib/python3.10/site-packages (from textsearch>=0.0.21->contractions) (2.3.1)\n", "Requirement already satisfied: anyascii in /home/shartil/.local/lib/python3.10/site-packages (from textsearch>=0.0.21->contractions) (0.3.3)\n", + "Requirement already satisfied: pyahocorasick in /home/shartil/.local/lib/python3.10/site-packages (from textsearch>=0.0.21->contractions) (2.3.1)\n", "Note: you may need to restart the kernel to use updated packages.\n" ] } @@ -648,8 +648,8 @@ }, "outputs": [], "source": [ - "TIME_COLUMN_NAME = \"Time\"\n", - "NEWS_COLUMN_NAME = \"Tweet\"\n", + "TIME_COLUMN_NAME = \"Time\"\n", + "NEWS_COLUMN_NAME = \"Tweet\"\n", "LEFTOVER_COLUMN_NAME = \"Leftover\"\n", "\n", "NEWS_COLUMNS_LIST = [\n", @@ -992,48 +992,48 @@ "text": [ "Defaulting to user installation because normal site-packages is not writeable\n", "Requirement already satisfied: torch in /home/shartil/.local/lib/python3.10/site-packages (2.6.0)\n", + "Requirement already satisfied: typing-extensions>=4.10.0 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (4.15.0)\n", + "Requirement already satisfied: nvidia-nvtx-cu12==12.4.127 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (12.4.127)\n", + "Requirement already satisfied: nvidia-cudnn-cu12==9.1.0.70 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (9.1.0.70)\n", + "Requirement already satisfied: fsspec in /home/shartil/.local/lib/python3.10/site-packages (from torch) (2026.2.0)\n", + "Requirement already satisfied: nvidia-curand-cu12==10.3.5.147 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (10.3.5.147)\n", + "Requirement already satisfied: nvidia-cublas-cu12==12.4.5.8 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (12.4.5.8)\n", "Requirement already satisfied: nvidia-cufft-cu12==11.2.1.3 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (11.2.1.3)\n", - "Requirement already satisfied: nvidia-cusparse-cu12==12.3.1.170 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (12.3.1.170)\n", - "Requirement already satisfied: nvidia-cuda-nvrtc-cu12==12.4.127 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (12.4.127)\n", - "Requirement already satisfied: nvidia-nccl-cu12==2.21.5 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (2.21.5)\n", - "Requirement already satisfied: nvidia-nvjitlink-cu12==12.4.127 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (12.4.127)\n", - "Requirement already satisfied: triton==3.2.0 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (3.2.0)\n", + "Requirement already satisfied: nvidia-cuda-cupti-cu12==12.4.127 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (12.4.127)\n", + "Requirement already satisfied: networkx in /home/shartil/.local/lib/python3.10/site-packages (from torch) (3.4.2)\n", "Requirement already satisfied: nvidia-cusparselt-cu12==0.6.2 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (0.6.2)\n", + "Requirement already satisfied: nvidia-cusparse-cu12==12.3.1.170 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (12.3.1.170)\n", "Requirement already satisfied: jinja2 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (3.1.6)\n", + "Requirement already satisfied: sympy==1.13.1 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (1.13.1)\n", "Requirement already satisfied: nvidia-cuda-runtime-cu12==12.4.127 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (12.4.127)\n", - "Requirement already satisfied: nvidia-cudnn-cu12==9.1.0.70 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (9.1.0.70)\n", - "Requirement already satisfied: nvidia-curand-cu12==10.3.5.147 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (10.3.5.147)\n", - "Requirement already satisfied: networkx in /home/shartil/.local/lib/python3.10/site-packages (from torch) (3.4.2)\n", + "Requirement already satisfied: nvidia-nccl-cu12==2.21.5 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (2.21.5)\n", "Requirement already satisfied: filelock in /home/shartil/.local/lib/python3.10/site-packages (from torch) (3.25.0)\n", + "Requirement already satisfied: nvidia-cuda-nvrtc-cu12==12.4.127 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (12.4.127)\n", "Requirement already satisfied: nvidia-cusolver-cu12==11.6.1.9 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (11.6.1.9)\n", - "Requirement already satisfied: sympy==1.13.1 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (1.13.1)\n", - "Requirement already satisfied: nvidia-cuda-cupti-cu12==12.4.127 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (12.4.127)\n", - "Requirement already satisfied: typing-extensions>=4.10.0 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (4.15.0)\n", - "Requirement already satisfied: nvidia-cublas-cu12==12.4.5.8 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (12.4.5.8)\n", - "Requirement already satisfied: fsspec in /home/shartil/.local/lib/python3.10/site-packages (from torch) (2026.2.0)\n", - "Requirement already satisfied: nvidia-nvtx-cu12==12.4.127 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (12.4.127)\n", + "Requirement already satisfied: nvidia-nvjitlink-cu12==12.4.127 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (12.4.127)\n", + "Requirement already satisfied: triton==3.2.0 in /home/shartil/.local/lib/python3.10/site-packages (from torch) (3.2.0)\n", "Requirement already satisfied: mpmath<1.4,>=1.1.0 in /home/shartil/.local/lib/python3.10/site-packages (from sympy==1.13.1->torch) (1.3.0)\n", "Requirement already satisfied: MarkupSafe>=2.0 in /home/shartil/.local/lib/python3.10/site-packages (from jinja2->torch) (3.0.2)\n", "Note: you may need to restart the kernel to use updated packages.\n", "Defaulting to user installation because normal site-packages is not writeable\n", "Requirement already satisfied: transformers in /home/shartil/.local/lib/python3.10/site-packages (4.51.3)\n", - "Requirement already satisfied: huggingface-hub<1.0,>=0.30.0 in /home/shartil/.local/lib/python3.10/site-packages (from transformers) (0.36.2)\n", - "Requirement already satisfied: regex!=2019.12.17 in /home/shartil/.local/lib/python3.10/site-packages (from transformers) (2024.11.6)\n", - "Requirement already satisfied: pyyaml>=5.1 in /home/shartil/.local/lib/python3.10/site-packages (from transformers) (6.0.3)\n", - "Requirement already satisfied: packaging>=20.0 in /home/shartil/.local/lib/python3.10/site-packages (from transformers) (26.0)\n", - "Requirement already satisfied: tqdm>=4.27 in /home/shartil/.local/lib/python3.10/site-packages (from transformers) (4.67.3)\n", - "Requirement already satisfied: tokenizers<0.22,>=0.21 in /home/shartil/.local/lib/python3.10/site-packages (from transformers) (0.21.4)\n", "Requirement already satisfied: numpy>=1.17 in /home/shartil/.local/lib/python3.10/site-packages (from transformers) (2.2.6)\n", + "Requirement already satisfied: tqdm>=4.27 in /home/shartil/.local/lib/python3.10/site-packages (from transformers) (4.67.3)\n", "Requirement already satisfied: filelock in /home/shartil/.local/lib/python3.10/site-packages (from transformers) (3.25.0)\n", - 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"Requirement already satisfied: certifi>=2023.5.7 in /home/shartil/.local/lib/python3.10/site-packages (from requests->transformers) (2026.2.25)\n", - "Requirement already satisfied: urllib3<3,>=1.26 in /usr/lib/python3/dist-packages (from requests->transformers) (1.26.5)\n", "Requirement already satisfied: charset_normalizer<4,>=2 in /home/shartil/.local/lib/python3.10/site-packages (from requests->transformers) (3.4.9)\n", "Requirement already satisfied: idna<4,>=2.5 in /home/shartil/.local/lib/python3.10/site-packages (from requests->transformers) (3.11)\n", + "Requirement already satisfied: urllib3<3,>=1.26 in /usr/lib/python3/dist-packages (from requests->transformers) (1.26.5)\n", + "Requirement already satisfied: certifi>=2023.5.7 in /home/shartil/.local/lib/python3.10/site-packages (from requests->transformers) (2026.2.25)\n", "Note: you may need to restart the kernel to use updated packages.\n" ] } @@ -1421,208 +1421,7 @@ "metadata": {}, "outputs": [], "source": [ - "tesla_stock_df.to_csv(f\"../../Data/TESLA data/2. Processed data/processed_PAPER_{TESLA_TICKER}_data.csv\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Financial Data Normalisation" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Libraries" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "metadata": {}, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Methods" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": {}, - "outputs": [], - "source": [ - "def plot_df_column(df, column):\n", - " df[column].plot(kind='line', figsize=(10, 6))\n", - "\n", - " plt.xlabel('Index')\n", - " plt.ylabel(f'{column}')\n", - " plt.title(f'Plot of {column}')\n", - " plt.grid(True)\n", - "\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": {}, - "outputs": [], - "source": [ - "def z_score_norma(df, column, train_mean, train_std):\n", - " df[column] = (df[column] - train_mean) / train_std" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Code" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "metadata": {}, - "outputs": [], - "source": [ - "tesla_stock_df = pd.read_csv(\n", - " f\"../../Data/TESLA data/2. Processed data/processed_PAPER_{TESLA_TICKER}_data.csv\", \n", - " index_col=0)" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "metadata": {}, - "outputs": [], - "source": [ - "# Keep only the rows before 2019-01-01 (the same date the RL notebook later\n", - "# uses to separate its own training and test data). The mean and standard\n", - "# deviation used to normalise each financial column are computed from this\n", - "# training-only data, so no information from the test period leaks into the\n", - "# normalisation.\n", - "NORMALISATION_SPLIT_DATE = \"2019-01-01\"\n", - "\n", - "train_df = tesla_stock_df[tesla_stock_df[DATE_COLUMN_NAME] < NORMALISATION_SPLIT_DATE]" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['Close', 'High', 'Low', 'Open', 'Volume']" - ] - }, - "execution_count": 40, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "financial_columns = []\n", - "\n", - "for col in tesla_stock_df.columns:\n", - " if col == DATE_COLUMN_NAME or \"Sentiment\" in col:\n", - " continue\n", - "\n", - " financial_columns.append(col)\n", - " \n", - "financial_columns" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "metadata": {}, - "outputs": [], - "source": [ - "for fin_col in financial_columns:\n", - " train_mean = train_df[fin_col].mean()\n", - " train_std = train_df[fin_col].std()\n", - " z_score_norma(tesla_stock_df, fin_col, train_mean, train_std)" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "metadata": {}, - "outputs": [], - "source": [ - "tesla_stock_df.to_csv(f\"../../Data/TESLA data/3. Normalised data/processed_normalised_PAPER_{TESLA_TICKER}_data.csv\")" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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", 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iIiIAwI6Wbs33LMkjIiIiIiJCuMHD8h2HAABHDq0CwAwTERERERERAKDLF1DXMI1vrADADBMREREREREAwB+MBkclRQ4AbCtOREREREQEAPAHQwAAh90GlyMcejDDREREREREBMAXCAdMLocNTrsNABAMhXI5pJQxYCIiIiIioqwQGSaXww6HGjDlckSpY8BERERERERZIdYwFTnszDARERERERHJ5AyTPRIwWW0NkzPXAyAiIiIiosLkEwGT04Yjh1XjmzNHYPrI2hyPKjUMmIiIiIiIKCv8gWiG6dQJDTh1QkOOR5Q6luQREREREVFWyGuYrMq6IyciIiIiorwmr2GyKuuOnIiIiIiI8pq6hslhy/FI0seAiYiIiIiIsoIZJiIiIiIiIhMiYCpyWjfssO7IiYiIiIgor/kD4aYPzDARERERERHpcA0TERERERGRCa5hIiIiIiIiMqGuYWLAREREREREpCU2rmWGiYiIiIiISMcXiJTkObmGiYiIiIiISINrmIiIiIiIiExwDRMREREREZEJrmEiIiIiIiIy4WNJHhERERERkTE/mz4QEREREREZ4xomIiIiIiIiE1zDRERERP2aoii5HgIR5TGuYSIiIqJ+69mPd+Co2xdg2fZDuR4KEeWp6D5MXMNERERE/cxPnvscbT1+/PS5lbkeChHlKXUNk9O6YYd1R05ERER5wW6z7pljIsouf4BrmIiIiKifK3M7cj0EIspTXMNERERE/V6Z25nrIRBRnuIaJiIiIuqXxCQIAEqLmGEiImOFsA8TTwkRERFR0jz+IACg3eNXLyt2MWAiImPqPkwWbvrAgImIiIiSEgwpmP7rhQgpCp69YqZ6uS8QinOv3vEFQlCgwO1kUEZkReL9gWuYiIiIqOC19fjR4Q2gyxfExqYO9XJvFgOmCx95H9N/vRDr9rVn7WcQUXYoiqJmo0ssnIlmwERERERJCSmK+vW+Nq/6tSjTyzR/MISVu9rQ7gngiSVbs/IziCh7th/sRocngCKnHaPqy3I9nLQxYCIiIqKkyI0elu84pH6drYCpwxPIyuMSUd/YsD+ciZ7QWMGNa4mIiKjwyWuVFqzZr37t8WenJK+9J9pYIptlf0SUHZ7I3225xbcesEzAdOedd2L69OmoqKhAQ0MDzj33XKxfvz7XwyIiIuo35AyTzBPIfoapy8tsE5HVBMQeTBbOLgEWCpjefvttXHXVVVi6dCkWLFgAv9+PuXPnoqurK9dDIyIi6hfMsjzebGWYpNblnQyYiCwnIFqK2627aS1gobbir732mub7J598Eg0NDVi2bBlOOumkHI2KiIio/zBrH+7NWoYpGjAt3dKCHl8QJdwkt997ZeVerNrThh+fPgE2m7Un4oXOF8kwOR3WPk6WCZj02traAAC1tbWmt/F6vfB6o1182tvDLUn9fj/8fr/Z3fqE+Pm5HgfFx+NkHTxW1sDjZA1Gx2lfuwfnPfS+4e17/MGsHNOWTq/m+yeWbMZ3TxyV8Z9jVf317+mqZ5YDAI4dUY0TxtbleDTJ6a/HyusPZ4adNlte/u7JjsmmKFKPUIsIhUI455xz0NraiiVLlpje7tZbb8Vtt90Wc/kzzzyD0tLSbA6RiIiooDyzyY4PDxhX8tttCn5/XOazTO/steG5bdGM0vT6EL4+js0f+jNFAa5bGj7ff+n4II6us9w0tl95a48NL213YFp9CN/Iw7/d7u5uXHLJJWhra0NlZaXp7SyZYbrqqquwatWquMESANx000244YYb1O/b29sxbNgwzJ07N+6T0hf8fj8WLFiAOXPmwOVy5XQsZI7HyTp4rKyBx8kajI7TG8+uBA7sU2/jsNvw+g9mYfZ9SxBSbJh7+hlwOjK7NHrXu1uBbRvV72dMHot5Xxib0Z9hZf3x76nTGwCWvgUAmDVjGk4ZPyDHI0pOfzxWALDzna3A9o0YMXwo5s2bnOvhxBDVZ4lYLmC6+uqr8fLLL+Odd97B0KFD497W7XbD7XbHXO5yufLmxZpPYyFzPE7WwWNlDTxO1iAfJ0W3BOGSY4djSG25+n3Q5kCJK7PTikBI+0PtDgdfNwb6099TV2e0hMrldFru9+5PxwoAgpE3DrcrP49VsmOyTJc8RVFw9dVX44UXXsBbb72FUaNYw0xERNRXQrpqmp/NOwxuqVVwa7cv4z9T3668x8dOef1da3c0YDJrQkL5IxB547B6lzzLBExXXXUV/v73v+OZZ55BRUUF9u3bh3379qGnpyfXQyMiIip4QWnJ80njB6CkyAG7NAk64e5FWLb9UEZ/psevC5j82enGR9bxyud71a99JvuCUf7wi7biGS7X7WuWGf3DDz+MtrY2nHLKKRg0aJD679lnn8310IiIiApeMBQNmIpMJj8X/emDjP5MT2R/p7JIK/FuHwOmvrS/3YP5n+9FKJQfjRU+2daChxdvVr9nhin/+dW24pYJOQxZZg2TBZv5ERERFYyQ9Dlc5DQurwlmeGIt9neqKStCl68nJuNE2XXug+9hb5sHt3/pcHxz5sicjiUYUnDhI9qAnAFT/gtEAiaXxfdhsna4R0RERH0imQxTpnkjGaaa0iIAzDD1tb1tHgDAi5/uzvFIjDdHZkle/vOxJI+IiIj6C22GqW+mDyKjVF0a7mTVw4ApJw52Zb6hR6r8gdjsJTNM+S+gluQxw0REREQFTs4wFbschrfJdNmNN6DNMLHpQ260dOY+YPIGY4+9lwFT3hNrmFx2a4cc1h49ERER9Qm5rbgcMD1x6TT161TKbj7a2oLfzF9rWGoliAxTVUk4wyRK9Ch525q7cM/r69HSiyxRhzf37dyNsknMMOU/f0iU5Fk7w2SZpg9ERESUO5qSPCkwOn5MveFt4un0BtSOeuMbK3Dh1NiN6N/f3IxPIm3KK4rD0xU/16yk7MJHPkBzpxfr93fg0W9OS3yHPGUYMPH1kPcCBdIlz9qjJyIioj4h78Mkr0eQN6/Vb25rZsuBTvXrdXvbDW/z8xdWqV83VLgBsAQrHc2dXgDA+5uaczyS3jEKjphxzH9iH6a+ahSTLdYePREREfUJeQ2TU9qw1maLfj1pcGVSj9XljZbhbZKCJ5mcUZg2sjZ8GTMKaQtafHsWw6YPBuuaKL/42fSBiIiI+gs5gHHoFnDf8sVJAKLd7BLZ09qjfr1hX4fhbYbXlgIA7vvKUSh22WPGQKnx+EPoyoO1SOkyCo74esh/YiuAvuqsmS3WHj0RERH1CXnTWH11jQiUktm49kCHFzf++zP1+z1tHrR7/DG3E9mkYpcdRY5wkwmuYeqdJ5ZsTfu+G/YbB7Z9xagckwFTfvMHQ1i9pw1AeK2ilTFgIiIiooTkTWP1GSbxfTIB00srYjdB3dnSHXOZmAwXOe3q2el8mSA3d3qxW8qSWcXBLh+aO734cMtBKCmW6J15/7tZGlVy1u6NDdhYopkfDnZ6setQ7N/wtuYuePwhlLudGDugPAcjyxwGTERERJSQHDDJa5jk7wNJBExGgYbRhrTq/i0Ou9qSOBBSEEriZ2TbtF8vxKy73kJbT2xmLJ+VuR045f8W4yt/Xoq3NxxI6b7JBMPZsmx7C3718pqYy/MlgO7vpv56IU64exFau7Wt68XfR115Eex2rmEiIiKiAqYoCrp80fUvDt3kR3yfzKS6qd0bc1mXQcCkZpgcds36h1xnFQLSz99i0rAiX5W7XeiMrGN6d2Pirnn5Msd9bdU+zffXnDYWALsm5gP5BMaG/dq/hw5P+LVW7rb+LkYMmIiIiCgujz8EuYKrNxmmvW2xGaZug2YEXoOSPCD3AZM8SbdahkM+bCXS5sNm9HvnyOvY+lJ1aZH69Ynj6jFhYHg9jNWe/0LUI70m9GsMxYbHYh81K2PARERERHHJ2SVAu1ktALXcJphgI6btB7uwfEdrzOXdcUryipx2uKQ1U/pJ8vubm/HU0u1xf24maQImi62hkcdeUpREwKQLjHO171FVSbT7oqJE9/Sx2vNfiOS/Xf3fZkekmUu5O7numfmMARMRERHF1S3tm/Tuj0/F8LpSzfVONWCK/zir9xhvUtsdCcgURcG/PtmJz3e1qZPhIocddrtNXcfkD4bgD4bwzoYD6PQGcMmjH+KXL67Cg4s29cn6Jm8g+lwkatP93qZm3Pa/1TnLzABQnzdAmw1IJsNkt2kDpr4KUBRFwS9fXIVH3t4MQDvWDo8/75qA9Gfy+kN9t8vOSEleZQFkmKz/GxAREVFWdfvDE5+6siIMqy2Nud6RZIZJBA4TB1bgkhnDsWRjM95Ys189S/3uxmb8+D8rAQClkQyImBwXOezwB4PwBUJ47N2tuPu1dThp/AD1sf/v9fXY3NSJ333lqF78pol5pCxLuyd+wPS1xz4EAAytKcW3TxiV1XEZCYYU+IPRILK1OzqhTSbDpF+TFkhwfDPl891tatbweyeP0fzc+nK3+prgGqbc8viDmiBJ//cg1suVF0DAxAwTERERxSVKsYpNshLOSMlcojVMYoI7tKYU35w5Eg2VbgDhpg97Wnvw2c5W9bb6DS9dUlbh75HJ9Du6Tm/PfxrbsjzT5AxTR4KASdh+sCtbw4nrYJe2wUaL9H2RfjMtA0Fd6/FAsG865XVKz6uiaIO+G+dOgJsZppzz+IM45lcLcPYfl6iXteu6Roq/j0JYw2T934CIiIiyyietJzKSbJc8kWEqdoUfp6woPA15Y/U+/OHNjYb3ERN7ed2KuL+RTm8gq1255AxTh8GGu4LccjyZ4CQbPtWtFzvYGW37HEpiHyb98eyrkjz5xwZDitqZ8KwpgzBpcCU+3xXeDJUBU+6s39cRs/ZQX5J3oDMcoNdITTusihkmIiIiiktkmNwmAZPaJS9BBsKjPk44UyXKwtbti92UVFBL8qSsQrxyst2HsruhrFdaB9TeY55hksehb5rRVzY1ads8t3RFA6ZEwa2iKLEleX2UYZKDOX9QUTOXrsjrzO1i04dcM3ol+APaS/dG9lwbUl3SByPKLgZMREREFJcvqC2P00s2wyTK2fQZpnhckexMRXG409bBTh+KnXECptbuhI/ZG/K6mXgZJnkTT6O9p/qCOONfFgkw97d71Ov05XZ6RodS3zY6W+QfvWF/h1qS59RnG5lhyhmjDKX+9bG3Lfx6G8SAiYiIiApdogyTI8l9mDy6tVDJNB4Qk+PRA8oAAFuaOw3bkAvZzjDJHe86PAG0dvtwsDM2IJLLk5Jd65Rp4ufWV0TXigmJOgrKwa/octZXAZM8ti89+J5akic6/rFLXu554mwFAIRfPyJAH1RV3GfjyhYGTERERBSXyKq4TTI7oiQv0boYkWESgVeZO37A5Hba1T2exgwoBwCs39epWR+ktyvbJXkBuUueHyfcvQhTf71QbY0evS76vegy2NdE84S6stg1JImygfL1IsBNZmPiTNB3v/NHfq4IzNWAKRiCksRaLMo8o5MWcgDrDQTVLGUhNH1gwERERERxiYlQopK8QIIMREyGyRV/IjWkJlrKM3VEDQDg7Q1Nmk51QLhNubCrte8yTNsPdqutk7cc0HbCkzuGyftY9SUxtmqDRfeJliPJJXviePVVhkl/fEW7etGNUX4dch1TbnQb7C0mHwt5k+NcNT3JJOv/BkRERJRV+syQnpjIJruGKdkM07Ca6J5Px4+pg80GNHf60Cx1ewOAZy4/Dn/46tEAYFgel0ke6Sz6bik4260L1OQyvFw1fRBrrKpLXDHXJSzJkyIqcbz8WW76sGhdE77z149jgk/RbEItyZMm4CzLy41EJXkieHLYberaMyuzfo6MiIiIsipakmeSYXIkt4ZJv59TaYI1TMNqoxkml8MOt9OuaestlLkdKO6jdS36vWaEHQe1zSbkNUy5yjCJoK2qNDZgStT0YXtLNGhRS/KymM3x+IO47MmPAQAL1zZprjNr+gCEX5sVoL6mL0EFtAG1L8F7htUUxm9BREREWeNNUJLnTLFLnphElSbokidnmADzjXOLHHa4I9fp179k2qEun+Hl+nVVHZo1TMGcrLURY6ouSW0Nk6IoOOeB99Tvi9QMU/ae2z1xSik3NoXbzou24na7Tc02McOUG0YlefLrQ/ytm71nWE1h/BZERESUNYmaPtht8TNM3kA4YBBrapLNMA3WtSM2aydus9nUIMxjMJHLpBaTgEm/7kYeRzCkZD2Q01u/rwN72zxwOWwY31gec328gElfeieCk2yW5B3qNm/k8e7GZgDQlHYlai3u8Qfx7sYDMceFMqPHoCTPq2n6wAwTERER9SPJNn0AYtfG7GzpxpRb38AvX1qF9ZENakfVh1uEJ8owVenW3oj9m4SGCje+Mm0YgOjELJuBSTCk4PlPdxtep5+467+P1wo9Gz7e1gIAOG50HerK3THXxwuYAiHt2MVeWPrLM0net8qM/DqTO+UZ+dkLn+Mbj3+EB97alJkBkobR3mLaDFP89wyrKYzfgoiIiLImUdMHhy06kZXXxoRCCk787SJ4AyH8fekOHOr2w+WwYeKg8KoTs3bDZ00ZhMMGVWLG6FrN5fqSvEU/PAV3XzglMrbel+QtXLMf1z+7Qs2E6S3Z1Gx6X/3P1U/kjdZ8ZJMITicNrtQEGkK8FvD6TJIoufQHcpNhErxS1k4cb7MM0/PLw4HtX9/f1vvBUYw9bdESyl+dOxmA9lj4EmSlrYZNH4iIiMjUonVN+Mt72wDEKcmT4qhgSIGIa1bsao25bWWxS32cYpcDNhugn7s/eMkxUBQFNpt2ou/WBUxOh026LpJh6kVJ3nf+9gkAYGRdGa6dPS7m+nhZEH3A5NU1p8h2qaDe1uZw04axA8rVgEcWL8Okv05kmPxZyjC1dfvx9oYDCW/XKTXPKEoyozhlaHWvxkbGRFfIZy6fof79rt7TjrV723HYoMpohqkAOuQBzDARERFRHKJzGWDeBlxTkidFP3Zb7ERdn+0oMynL0wdLANROeIJLitQyWZLX1OExvFxsRnvsyFpNBz8AeOHT3bj2n5+qneT0GaZst+TWE2f4y91OwwxTvC55+m54akleln6Hcx96D//7bE/C28lZuqI4XRHlstByN3MD2SBK8gZWFmvK7n4zfy0AKcPkKoxQozB+CyIiIsq6yuLY9tSANjCSsxNGmY2YgCnBXkwyfUmeXXosuSQvnY508mS8zGSSLVqKj6grVYMI2Usr9uCtdeGW2PqJfLaCDTNivVF4HxyDkry4a5ii1z3y9anq/bPVJU9kwxKRSyXVpg+6MXV4/PivFHw5DH536h1FUdS/l3K3U/O3IP6+1S55BZJhYthNREREhvSBR7nJmiNt04fo5UYTbH3WKZxhSm6z2XhNB+Qz2b5gKOW1E9uao/somQUGok13VYkrpoxQELGGPmDKVjmbGRG4Oh02k5I88/uK4K60yIEzJg/EwrX7AZg3WOgrcuMMowzTC5/uwvXPfqa5j8vgd6fe8QVD6uu8uMihdlEEohnjRI1irKYwfgsiIiLKuB7duhuz8iazpg9GZWj6bIdZNsfIhv2dptfJDSnSKcu74V8r1K9bTRoQtHXLAZNxxFRZ4oyMQfvc9X2GKfzzHHY7nPbY6V4wTgAngjsRaNVHuuztbTUuVeyNVLKBP5w7Qf3aKGDSB0sA0Pe7XxU+efPoYqdD8/oSWwUUWtMHBkxERERkSF5kD5h3tZNL4+SSPKNMjUOXYaorj91U1cyBDvNMlFz6o2+4kEinN4B1ka5yAHDIpLmDuLyq1IVBVSWGtxEZtJiSvFxlmOy2lNcwRbNT4ed0wsDwPk7rpecoU8yC2y8eOVjz/cIbTsKkwZXq99E1a9HXqMug/M5sbzBKn2isYreFn3O5nLWkSNutkvswERERUUHr9GhbYZsFTEC0LE9u+mBUwmXXTd5H1JYmPZ65kxpNr5M3r011s1J9Bzv97y3sbw9nWBori2Mm9IIINsTvLp6X3GWYjNcwxauuE4GuyDCNGRAOmLa3JLfWKBViXZiePtCrLtUG1kYb1xptbBzs4+e9PxCZ5xKXAzabDRMHRgNZkVXu8mk3qbY6BkxERERkSL8fUbnbuOkDEM0caTJMBtkD/Xqa48fWq18PrirGY9+cZvoz7rpgStzxioCpJ8VNYvUBU5fB/d9atx+f7WoDAAypLsHF04fhV+dOxm3nHK65nQhUxBl2UaKUbxmmeE0fxH3FYv4SV/w9j3qj3WMcMOnHrF8Lo9+4VlEUFBfFTs6ZYco8UZIngqGSIgeunz0+cl34b0d00WusjN002YrY9IGIiIgMyQFTQ4U7bvmc3Q4gqC/Ji52s6ps+zJ3UiFu+OAkTB1Zi5pi6uOOpLSvC7MMa1SYEeoOrS9C+rwM7D3VjXGNF3MeS6cvCjDaZ/fF/VqpfD6kugd1uwzeOG4FPdxzS3E4EIiK4KCtyosMT6PO24n4pw2W4himJjWtF0JKttuJN7R787PlV6vd//sZUfPepZQDCgZ68vknfbc0trWH61yc7cef8tYab3/Z1oNofiAyTnD2qLQufTGnv8eNLDyxRTy40Vhb3/QCzgBkmIiIiMiS6kk1orMCbN55s2EpbEBmmkJJgDZMuc2Cz2XDZrFEJgyUh3r4uYxvCpWPxmkMYickweWMzTHJJWHVpNNOmX9QeCClQFCWaYYq0TRfBxh2vrMGj72xJaXzpiGaY7GlnmEQpn/g/013yrnt2BT7a1gIAOHxwJeYePlC9zm63aRo26DOT8sa1P/7PSsNgCYi/QS+lx6MGTNG/RRE8LVrfpAZLADNMREREVOBElqS61IUKkz2YBLE2SZ6gGk2wjSbvqXDHCdpG15cBAHa2dJvexog+w9RjkGESE/ZfnztZs6muPoALhkJYvadd/V60WQ6EQti4vwOPvrsVAPCdE0cZbs6bKZo1TGluXCvuJ7I7mS5v+2R7NDun3+MrnGGKfq9/3YgJutcfv/yyr9eO9QcegwyTaPagf4kMNGmOYjXMMBEREZEhtdNVEgu3jZo+JJNhStUZk8NZiNqy2PJAsU9UumuYaiKZo25/UJOBeX75LrWL3vSRtZr76kvFAiEFD7+9Wf1ebMzrDyqaNu36lu2ZptmHKcXucX4pOxV+DLv6mPEyU6mSg199QxF96aY+uBSTdU+CdVXMMGWeYcBk8h4xIYXS2HzGDBMREREZEhkifVBgJNr0IXqZUdMHfVvxVM2Z1IhnLp+B8QYTsZJINqc7xYBJBIY1ZUU41O2HogCeQBClkce74V/R/X0G6tZkxGaYFOxp7VFvK/au8gaCmoxJpzegPn42BBKsYYpfkhfJMOlK8oDwHk1ue2Y6n7mcdnXP4soSbYYpUWAt1jDpyyn1+nrD4P5ANH2QgySj/dQcdpuaebI6ZpiIiIjIUDTDlHi6YDPqkmdQDtXbDJPNZsPxY+rVzVRlYgKXavZGlHVVS5N2o3VMQHRjWkG/hskXCKn7FT317WPVYOXnL6zCkk3NCR8/U+QuefJTLgK4eJkXcdz0JXlAZkvc5Mc1KsmLR80wmRzrukgGkhmmzBPNYORgqM4g49tYURjrlwAGTERERGRCrGGKt25IEDcx2odJnhj3NmCKR7Tw7vEFsbu1J+nJsggMS4ocmscwoi8N02/MuelAJ7p9QZS4HBg9oFyTnfm/19erX3d5jfd6yhR5DZM8ZhEwhVLYuFYOXozKLNMltwrXB6KDqorjvlbcUtMHvRvnjMfvvnIUAK5hyoa2yN5ZVdIJhjqDExj1DJiIiIio0KWSYTLchykyuRbreIDYjWszSWSYPtrWgll3vYUr/74sqfupazKcDnUtTWuPL6n76ssV1+4NZ5cmDKyAw24zzYDo97jKtKBuHZIgjkX8DJO26UM46BLXZS4AcUnBpMgwPfy1Y3Dx9GG4ZMaIuOWb8TJMg6pL1LGzrXjmib2z5ICpusQF/Z+2fo8yK2PARERERIZEhimZNUxqlzyDpg/y+oZEpVa9UaxbeP7GGuP9mvTkwFB09drb5om53bdPGBVzmT4AbOsOB1qigUR7j3FglM0Mk6IomgyTrDwSmMRr+iCyMiLDZLPZ4LKLTnmZzDBJJV2RPb7OPGIQ7rpgCoqcxu3QhWjAFDsel8MmBUzMMGVaeyTDJJdR2u021Eit938+7zAcPbymz8eWLQyYiIiIyJA3ED57n0qXvB/+6zN86cH3sLetRw24yqWASd/9LJNK01xgLmeYBkWaOuyTAqb6yGT+y9OGJnysDk8gMpbw79xl0KIcyG6GSY4R9AFqZXHiNUzy+if1cSLZIH8gk2uYoo9v1PUwmZI8owyTwx7tDMg1TJknTgJU6coo5U6HYk+0QsGAiYiIiAylkmES5VNbmrvw2c5W/H7BBqzY2QoAaJQ6yyXxUGlLtyOX+D1dDjsGVYfH+vuFG9Tro00QEg++3aNdEG+2FiqbAZOcBXLoWoofNaw6fJs4pXWis5wcMIlNizPZdU5ew1RXFrveJakMk8EaJqfdBofIiHENU8apa5hKtY06xLoxAGgokA1rBbYVJyIiIkOiaYO+sYERfWna+v2d+CwSMF0wdSje3nAAQHJBR7rM9oJJRARELqdNDShau/3o8QVRUuRQW3S7DPYz0uuIrO8Q2S6zDFM2S/LkrIoIel75wQnY2+pRmz3EC3zE/V1SdCt+90w2fZBfC6IkTxY/YIo0fTDIMDntdq5hyiKxhqnCrQ2YpgypUr8eVlvap2PKNmaYiIiIyJDXn3rTB0EESwAwqq5M/TqrTR/SzDD5g9EM0zlHDlYvF8GP2XogI3LHPcB8T6jOLLYVl9ftiDEfPrgKsyc1qkFQ3AxT5Dq7QYYpkxkb+XUlr38RkskwGXXJczhYkpdpi9Y1YVNTuKGJKIPUl8A6HXYs/uEpeO26E2PaxFsdM0xERERkKJWNa+MFQvLEOJtNH9JdwyQCjCKHHTabDdWlLrR2+9Hu8aOhsli93pVCPWGpK/4mulnNMAXlDJN2zM4kMkWhOGuYfBnMMIkua9NG1GjK84R4XfLirWFy2tn0IZNW7mrFZU9+DADYdtdZcbtnjqwvi7msEDDDRERERIaiE6Nkmj4YXz6kukQTcGWz6UOxM/44Ozx+NRiQiTVMIigQi9fbegJQFMWwCUIiInj7/iljDK/PZsAkBwn6ITvVbndxmj5EyvbkY+XKwpog8byeNWWQ4fXJdckzLskTa5iCXMPUa2IjZkHNPCf4eyskDJiIiIgIW5u7cMZ97+DFT3erl6XT9EHvD189SpM9yGbTB7vdpq5t0dva3IUjbn0Dl//tk5jr5JI8INouucPj1wQWqay/EiV5135hHOZMaoy5vqMP1jDpN60FomuRAlKmaFNTB/a09hjcX76fPeZ+vSXWU5kFRs44a8ZEcGzUVtwptRXPZJOK/krfrl/tnpnE2sZC0X9+UyIiItJQFEWd/Fz37Aqs29eB655doV7fEzl7n8zaILOSvIaKYl3AlL0ME2De+OGZD7cDAN5c1xRzncia6AOmdk9Ak1Exm8AbxYoiw+R02PHzeYfFXJ/dDFM4SDB6rsXeStsOduO7f/sEq/e0Yfbv3sHxd72l3iZksGYrGyV5IjAzyzqOHWDemloExj1mJXlcw5QxcsDkC4SimWdmmIiIiKjQ/eLFVTji1jews6Ubn+9qjbk+lYDJLMPkdtk1AVO2J7Bi/6NU+HVd8ERJXjjDFA0QzAKmt394asw+QvJmvSPry3D8mDrN9X3RJc+ohFC+7I01+3HJox+q34tAyagkz5mFpg8i9jILou88/wicc+Rg/Od7M2Oui1cmGi7J4xqmTJGztt2+QNw1TIWq//ymREREpPH0hzvgC4Tw53e2wGhe2eOLdHxLYg2TWYap2OXQlPRlewJrVpIXj1/X1KFCLcnTZZhMSvKG15XiK9OHaS4bUKHdh+bei47EcaNr8dVjhwPomy55RoGIvnGF2FMHiK5ZM8owFWWhrbhakmcSbDdUFuMPXz0a00bWxlwXrxzMYbepa64UhVmm3pID5/aegPp8siSPiIiI+g25k5sccIgF9ckETKYZJqddM7EyWqSfSWllmNSmD/bIY0Rbgos1MDZb/HJCfTZnQLk2YBpUVYJ/fncmLpw6BECWS/KCcTJMcdYFdUf2jBLxhTxRFl+L7FMmqCV5aZRpup12w1JIIJwplDfs5V5MvSMHnC3dPvVrluQRERFRv7Fhf7QLVrm0GWVKJXkmk17Rqlto7fYb3i5TzIK7ePN8v9o+PTxOETC1dHnx8md7ASTukKf//fUZJkGU6mUzYDrY6QWAmDJBINrtzsgrn4d/V6OSPPH1+n0dGWv8EG36kPp9bTabaYbDIbUVB5hh6i05SD7UFQ2YjFrBF6r+85sSERGRoaYOj/q1yDIAqWWYzLIE+i5th7IdMKWxF5O+JE9kqf6+dAduf3kNgMQd8uQJekWxM6azmFAWeezOLAZMe9vCx3NQVUnMdY44GaabX1oNQC7Jk+4X+f3++NYmjP35q1ghbUycrkRNHxIxe45dDrvmeHEdU+/IrfhbIgGTy2HLegOXfMKAiYiIqJ/rltbTdPuCCIUUhBSgJ9Ky2WxiKoszD9dok0p6siGZ4E6/F5NZSZ4sXikbAHXfHwCoKY3N7AjlkQyTNxDK6Hog2b72cMDUWFkcc50riUmuUamcPiC++aVVvRmi5uekO/E2yzCFAyapJE9ah/bUB9vw53c2p/Xz+is5Q/fW+nCXSX8/29+KARMREVE/JE+CunzabEe3P4iANJc3CiD0kp30tvZkN8PUUBkthRPd7vT0rbHFGhdRkmeUpUpUklfujt6nssR8HZXcPS9bZXn71AxTbMDkTKL+LWjQjEEfL+4+1IPeStT0IRHzDJMNdrtNXeMkjq8/GMIvX1qN38xfh/3tHs193t5wABc8/D42NXWmNZZCFpJK8l5ZuTeHI8kdBkxERET9kNx8QV+xdLDTB58UUySTYUpUVvWDL4wDANx2zuHJDzIN180ej6qS8DqsMpMGEF7dZqc+tUlCeFpU5jbKMMWfMslrliqkdWB6Rc5om/VsleWJkryBhgFT4uDEqEuePiA+2OXD+n0d6I3eNH0AopvX6oljJYJc8XPkAFX/3H/riY+wbPsh/OAfn6Y1lkKWpUSopTBgIiIi6oeMNvwUXlu9Xw2Yipz2pLJHiW5z/exx+Pjns/HlacPi3q63asuK8I/LjwOgXawuf71mbzu+8fiH+NfHOwFES/JckUCmxBUbaCUqZasvT5zZEsrVxg/Z6Ri4rz2c/THKMMVr+iAYNX3Qr0UDgI1N6QdMrd0+LN/RCqA3GSbj36VIDZi0e0d1Sd0gzbo1NnV40xpLIQtlsDOiVTFgIiIi6od6fOaT9S3NXRBXJ7MmCNBmoaYMrcKExgrcOGe8epnNZjPtHJdpIniT1yr5pBrDrz66FO9ubMaPn1sJIFqy5dJ1yZPtafPEXCaTA6bKEvMMExDNYGUrw7Svlxkmow1ljYKaeK+hRO59Y0P0sdPMMJWbBKbiOIoMU8Agw/Tw4s2a7pACg4NYRs/J49+aloOR5A4DJiIion7IGzCf7D7/6R58ejA82UyULRHqpBbW9eVuvH79SbgmUobX10T1nDzRi5dREwvYRZc8o5K8RORgUA7ODG8bCa52tnSn/HMSCQRDaO4MN9YwavqQaC0WkFxJHhD/OU1EXkOUbklefblxAC7GKjoCBiMBsRwwvbxyL+b+/p2Y+zJgimXUln1sQ3kORpI7DJiIiIj6oR5f7KR+sJSReG1XOGioKI6fLRHkgMFo/5++JMrHxETvtVX78Pzy3Ya39QdD2NrcBSAaMFUZZIi+eOTguD9TbuZwKEEnwClDqwEgI6259eTuZUbZQZvNZho0iRI3w32YDO7T3YsMk0taE5ZuSZ5RwCTv+6WW5KkZpsTj5Z5NsYyek+qS3P6N9zUGTERERP2AfrNRo3KwYbWlMZdVuJPLMMmT18EGpWB9SUzAxTzve39fZnrbt9Y1qV/XlIYDpdqy2In4FSeNTvhzH/raMRhUVYwfzp0Q93aHDaoAADz5/jZsP9iV8HFTIXcAdJk0qjArgRPJFcN9mKS7VEeep0QB0+o9bbjy78uw+UBs5zmHpmV53IcxZRQwuaSBqiV56hqmxCWQTDDFMsq6JZt5LhSWCpjeeecdfPGLX8TgwYNhs9nw4osv5npIREREee+e19fj6NsXYIs0cW3ric2CNBiUcJmtE9GTM0xGj9OXHLruaPFut+VAOGCpLy/CiLoyAEC1QYYpmfVX844YhA9u+gKOHFYd93byPk2X/+2ThI+bCr8mYDIJjEzuKzIxhhkm6evayPh74gQgG/Z34Kw/LMGrq/bhuwa/o7yWKt0MU115bJZD7mbo0K1hemfDgZjb61u7syQvlr5L3h+/enTaZZRWZamAqaurC0ceeSQefPDBXA+FiIjIMh5YtAkd3gD+8OZGAMCmpk587+/LY24nMiyyZM8ky0HCiLrYTFVfEpO5RJPfYEhRMzyXzBgRc39ZJssMa6TH2rA/s/v+BNQW6TbDznYAYDbXDYYUKIqiZubMSvLE+ONlmOT1QZsPxGbRnAnWRyWj3CD7KWfVnLo1TE9/uCPm9s2d2q54DJhiBXXPybGjanM0ktyxVD7tzDPPxJlnnpnrYRAREVmSOPv+0KJNhtdXGqxXMpqUGqkqceG5K4/HJ9taMGtMffqDzAAx/05m8ivKxYbWlJje5tsnjDItb0uHUWCaKSLDFG+88TI6gZBi3PRBuo8Yf2+65MmZoHSzFUUGv2NRnJI8I4e6/RhRF/2eS5hiyd0m//O9mYbNRAqdpQKmVHm9Xni90TMH7e3tAAC/3w+/P7s7jScifn6ux0Hx8ThZB4+VNfA49T1FChpc9vBz7zXpbuY0mGOXuOxJH68pg8sxZXA5gsEAgtnZYigpocgPD4aUhGM/ENl3p8xl09z2qlNG48HFW3D+0YPxk7ljM/qaLXdpA4R0H9vo76nbEy61dDlspo8bL5Ds8fjgjzx/ihKSHiN6n6qS8PSx05vcfMpui/0d7dLjBfyBtJ4DO2Iblzjs0d9bBHkeX3icJS47enSbFnf2eDU/O5TEayYdVn7v8wXCZYtnHTEQRw6psOTvYCbZ36WgA6Y777wTt912W8zlb7zxBkpLc1suICxYsCDXQ6Ak8DhZB4+VNfA49Z1wY7Dwx/3eXTswf/427Nhth1FV/rLVG2Iu37djM+bPN85I5asOPwA4EVKAV16ZD/1055zhQby60w6/YsOBti4ANnz26XIEtkUn8eMB3HccYLPtwKuvxpZy9UY44REd0wv/m480Opmr5L+nPd3hxw4F/Jg/f77h7QMBBwDjrM6rr72OvXvDr4+1q1dhfvPnAIBdO6OvmZa9uwDYsWP3PtOfoX3OlZjb7dwRfbx3338fe1fF+w2NbWyzAdA+cT5Pt/qzujrDv+cHH36ElnUKevyx09533v8QB9cq6niDoVCc36n3rPjet3pP+Hnet3cP5s/flevhZFR3d3Kt/Qs6YLrppptwww03qN+3t7dj2LBhmDt3LiorK3M4snBEu2DBAsyZMwcuV/ZS89Q7PE7WwWNlDTxOfW/XoR7go3cBACNHjsTk44bj8w+WGN62rnEIsG+v5rKZRx+BedOGZn2cmXSo24dffLIYQLic/7ql0UnqS98/DpMGVeKd3yxCa48fPcFw4HDCzGMxc3Sd0cNlxVrnBjy6ZBsA4JjjT0lr3ZfR39PqPe3AZ0tRVlqMefNONrzfDz9aIKK2GKfOno3X2lcBh5px5JQjMG9q+Nh//PJavLd/JwDgqEnjsWjvJpRX12LevGMNH+faD95Qv3bY7Zg373TN9Z+9uh5v790OADhm2gycMDb15/7THa14YM1HmstqKiswb97xAIDHdyzF7u52HDN1GqaPrAGWvhXzGEccdQzOOLxRHa8CG+bNm5fyWBKx8nvf7iVbge0bMXzoEMybd0Suh5NRovoskYIOmNxuN9xug5aTLlfevFjzaSxkjsfJOnisrIHHqe90B6JnUD0BBc+viAZEV506Bg8u2qx+f/UXxuPFz7QBU31lieWOlVsart3phNNuUzul1VeWwuVyobTIgdYev7pmpdRd1Ke/58/PPhwL1jZh28FutPQEMTbFn+3xB9Xxyn9PIVs4a1PktJv+PvI6nYkDK7BuX4f6vc3uhBLJPrmcTvUxnI5oJqcm0s67xx8y/Bn6FvYOuy3mdiEpwxVC7PXJKHHHNuJwOR3SmCPZUls4m2jEH0LMz87m68CS732R15TT4bDe2BNI9vexVJc8IiIiSo0vEJ28dnoDmg0nzz1qiOa2YxvKY+4vt8C2CnlfH/0msqWRzVyrdb9XkdECriwTrcrFOqpkhEIKvvnERzji1tfxyfZDMdeLBgeuOJsbyWuY/nLZdHz/lDHq9/9ZtgvvbmwGoGv6IH0tOieaNX3w6QImm0H5n3ybwwalV/VjdMy0+zBFN67tNtm0tsdkPR9FGTUB6W8sFTB1dnZixYoVWLFiBQBg69atWLFiBXbsyGxtMRERUaHwSgFTlzeA3y/coH4/rrEi4f2tuEGlPLE79o431ewSAJQUhQOmwdXaTl9uZy8WEaWpoSI8hqYOT9L32dfuwTsbDsAfVPDpztaY65Ppkif3fBhUVYIfnzERJZFA8u7X1qn7V5kFTKKbollbca+usYLRPFtkoS6cOhSDq807FMZjtM/Umr3REit5HyazTWt//sIq7G3rSevn9xcitu1vey/JLBUwffLJJzj66KNx9NFHAwBuuOEGHH300bj55ptzPDIiIqL8JAdMi9YfUCe5lx4/0vD2j35zGo4bVaN+35DEhq35xh6nbbbbJJNklQyTvNFqS1dshy+RuXE5U5vcOg0mw/LzKD+llSUiYDIOQuTXnP5xBH8kEzYhiaDdjNEx80jBmrwPk3jdN1a6MaxWG6Dd9PznaY+hPxD7MKW7wXAhsNRpo1NOOUXTHpWIiIji8wViWy8D0UyL3pxJjThlXC0e+dd8HD39ONSVF07AJG/mWq/7vcwCqWwSAVNTKgGTlNU51O0DdIcnunFtar+P0yBbI2eV5OmXyDCZlbN5A9rLjWZuIhNm9HOTZRQw3XTmRPVrEQT6g4oaaNaWufHKNSfg9pfX4Mn3twEAPtkWW9pIUSzJs1iGiYiIiFKjn7wKiaY+w8uBGaNqMz+gPmA2sXvq2zPUr2+cO0FznRUzTIcMMkwiEDHa1FX4f7NGAQDOOzq6hu1Qd+xjyYGnvHmpKNP0BxX15wmKomiyPPKYjC7rzYbA8u/4l8umY+ud83DFydH1WKLpQyCooK0n/PtVl7hgt9s0rxGj0j6KEhmmeJnbQmepDBMRERGlxizDZHZ5ITA7ES4HRQMq3JoOcbnIMNWXhxtPtHRFG1O0dftx7kPv4cihVbjv4qNj7qMJmLp9gC6m9SdRkvfTMydi9mENOGZEjeltAO3zKGeJREkeEF7HVFUSfe6++9QyLFiz33BMMrU5RYYyTIqiqNlDQRxTXyConjioLQs/55/vblNvpy8h9AdDvQrkCk00w5TjgeRQP/7ViYiICp9Z9kI/SSwk+omzoM+6lLmj541zkWESk3K5KcXfPtiGrc1deHHFHsP7yM0L2npi1xD51UDE/Pcpctpx/Nh6FLviN7qQszByZ71Sl0O9Tt8pTx8she8b+9i+DGSY5PuGDF7OopGHNxDCoUhQWlMWDvYuOXa4ejt98woPO+dpiCYgbPpAREREBWfBmv2489V1htf1x/UI+qxLqbSOK14JW7aIEid5ffbqPdEub0bllF1Se+yAQZSgrg1KcQ2T4fjsxiV5drsNNaXhwOO1VdF9u+KtM9dfp6616sXz7jQJ6AS3K/zY3kAILZH28rVl4TLILx01GC9fcwIaK2PX6Jm1S++v2PSBARMREVHB+sWL5t2/rpT23ukv9NmMAVIHQLOsVDaJHxkMKWj3+PHVPy/Fa6v3qde3Gqwren75LvVrEXTI1DVMKXbJq3DHrtKQJ8j6LNHJ4xsAaAO8oFEqKcKo7A0AinpRkmezJQiYIllDjz+I/e3hTGttJNCz2WyYPKQKI+vKYu7HvZm02PSBARMREVHBMit3+t/VJ6CxstjwukKmn1OPGRC7UW9fEhmmkKLg7fUH8MGWg5rr9ZvuKoqC5Tta1e8DBgGKWJuWaobpyf93bMxlmi55ul53x4yoBgC1mYLZeAR9mVtAnYRnZipq9KNFSd6BDi/e3nAAADC2QdvGvNwgUGTApMWmDwyYiIiICpZZwDSkJr2NQq1o9IBoBkFffjXviEEAoJaX9TURkCiKcettfRc8OTgBjJspHOgMZ1LqIg0lklVpsEGxPU6GqSrS+KFVGlO8DJO+c54o0ctUJeS4htjgV2SYtjR3wRcIoarEhVlj6zS3KTUKmFiSpyFeZv05w8QueURERAXKqAOZ22lXO4UVsoe+dgx++txK/OSMiZg+shYefxAVxdrAaFR9GRbecBKqS3PzfIj5Z0hR4DXIarRKGaY3Vu/D1f/4VHO9UYCyr80DABhUlVoG0WhfLu0+TNqfVV0Sfs7ak8ww6ddjiZv2thRy4Q0nYV+bF+MMNsAVa5j2t4efk/ryopifV+6O/b2ZYdL61yc7ATBgIiIiogJklGH6xVmHab4vK3JoNkMtFPOOGIQzJw9MOCHXl2j1JTG2oKKoXeOAcCZsf7tXM3H/7lPL1K/FMTMKUPa2ioAptSxiWZHBGibp5aPvL6FmmLrTyzCpndd6GTCNbagwPYbFkZI8sTGwUWBcavB7s0teVI8vqB6rXYe6czya3GFJHhERUYEyCpj0lz19+XE4clg1/nXFzL4aVp/JRSOHVKhrmEKANxJQfPHIwThiSDWA2CBDGFQdDoaMSvL2tPUAAAZX9z7DVOKKBhP6pgrVkTJGuUzwo60tpo+vD0JCfdB5TWSYxLquqpLY0stSg9/bFzAP/PobOZA/cdyAHI4kt5hhIiIiKlBGJXmHDarUfH/UsGq8dNWsvhoSSRxSW3HRRc7ttKvlb2aZDtGoQJ9hCoUUtfxsYIoZJqONeyuK5YDJeAw9/nAGwmG34Xt/j2bBDh9cqemgZxYwZbPKSzR9EIwCJn+cToOkLcWcM6kxhyPJLQZMREREBUpMwn97wRQcPqQSO1u6ceSw6twOilQ2dQ1TNAsib6B738IN8AVD+N7J2hbwIiuiKNpAprnLC39Qgd0GNFbE7i8Ufyw2vHzNCbjwkffVzFaltOZL3yVPZG+A8NiNMlQyj66tuBh3NjdD1QeBRgFTpze2dbvR/lb9lfz64j5MREREVHC6I2uThtWW4vDBVThj8qAcj4hkdmkNk2iK4Hba1Yl+uyeAu15dh3aPdlIvl5HJCRKxfqmhojitDWEnD6nCrDH16vflcoZJl2KSN/o12mBX38LdPMPUdwFTnUGzk05PIOYyP0vyVHIpZj+OlxgwERERFapub3gyWGbQCYxyT2xBpCiKmmFyOx0odmmP14dbtGuDSqRGBXLAdCDS3KChMrXskkz+2XJXNH1JntNhV6/3BUIxXfT0YgKmUB+U5Omex5H1sZvUXjZrVMxlfmaYVCJgstnyf01gNjFgIiIiKlDdkUmq0cJ2yj2HunFttHyyyGlHsUs7PXv03S2a70ulQEBebiOOt1HHu2QZrWUCjPeJElkmbyAU04pbf/uAbq1QX5TkFet+l+G1pTG3MSpR9QdCCIYUvL3hgKa1e38k4uD+vGktwICJiIioYHV7w5PYkl5MoCl7bGrApC3JK9Y1K9jVom3nLK8XknMhHl8w5vpUme3Rpe+SB0TXMXkDIcPSNpl+XVCm2orHo88wTRho3H5cv7YpEFLwzEc78K0nPsKXH/kga+Ozgr5ozmEFDJiIiIgKUCAYUlsClzHDlJfEJDQYkkvy7DEleXsim9EKRU47nJE7azJMvnDQ0puA6funjsXEgRW46cyJmssnGmwMG80wBdHpTRQwaQMupS/aiksZpm8cNyLmeRWeuHQahlSXoDKyZssXDOGlT3cDADY2dWZtfFaQqQ2GrY6nnIiIiApQt1Qi1ZsJNGWPXW0rDm1b8QT3czlscDpsCIQUzRqmnkh3uxKTwCAZtWVFeO26k2Iuv/yk0QgqCk6b2KBeJjr6+QKhmI1t9cxK8rI5D5cDpnh/A1NH1OK9n56Gn73wOZ75cEfMWPuzvlhrZgUMmIiIiAqQKMdz2m2ajmaUP0TThJCu6UNThyfe3eBy2OG02wGEtAFTJMOUjTVrxS4Hrps9XnOZWwqYWv3aTn76JhD6DFOwL7rkSYGj2dosmStyPPzBUL/uCCfjGqYwvoMSEREVILk8q7+X0+Sr6D5Milo+6XLa0NwZv9FAkdMOpyPaMEIQbeR7k2FKRVFkrZU3EMLSzQfj3jag2wxWLcnro32Ykjlp4IrcxmgzW6Gtx4/tB7t6PziL6Iv271bAgIkoj+w61I2/fbDNdHd3IqJkiclzbzqmUXaJSWgoFG2C4LDb8Y2ZI1Ba5DANJorUDBOwo8uGexdsRKc3oHaq66sSTBGQdPsCeG75rri3jckw9UVbcSlgSma+71QDJvP6wqufWY6T/28xlm0/1OvxWYHcVrw/47soUR758iMfYG+bBzsOduMXZ0/K9XCIyMJEwMSW4vnLLnXJkwOIMQPKseLmuXjx09348XMrY+7nctjhimSYnt7kADZtRZcvhKc/3AGgLzNM4QBj+8HuhFkx8zVMWWwrLj0PCbaJAgAURZ7TQDCkHg+9dzc2AwB+t2A9nv7Ocb0fZJ4LsSQPADNMRHllb6QT0qur9uV4JERkdZnomEbZJTauDSmKOqEXXeOKnHaUFxuf13Y5oiV5wr+X7VS/FsFytokMTktXbLCkD1D0bcVDfVCS50zxsUWGaW+bB8t3tKqXG23Km6iNeqFQ2FYcAAMmorzU3zfKI6LeY0le/rNLG9cG1dKn6My03G0WMNnUkjzB448GJH3V400ETAc6vQlvqy/J64vua/JzmcxzItYwvbFmv+Zy0cFQ7JUFAGUmx6bQMMMUxoCJKA919dHZQSIqXN0Z2MSUskuehAYMAgizDFOR046mdvNOet+aOSIzA0xAbIj88md7Y65TdCGKvulDPk7EXQ7jsYh1xR1SVqmvyh5zLWQQyPdHDJiIiIgKkCjJK3P3j4mdFcnBUTBSsiaXqI2uLzO8n8thN53Anjl5IOrK3ZkbZBzHja4FALXDXzz6znNqW/E8qvVymXTSEycf2nuirdP7y05NIZbkAWDARJRX5A/KX764yrBumogoGdEW0/2jdMiK5GBBNEWQMy7VpUWoKyuKuZ/LYcc9Xz7S8DFrDW6fLZMGVZpep//4kpsohEJKXq6N0a8LE8Tfkpxh0pcYFiruwxTGgIkojwyrKVG/fmrpdqzZ257D0RCRlalrmJhhyluGJXm6CKK61BVzvxKXA2dMHohrTxsTc11fBkz6dVTxiKYP1z+7Aif+dpGacXJkeSI+rDb8uTr38MaEtzXLMImSvHZPNMMU6icBEzNMYTztRJRH9CULrd1+k1sSEcXX7WWXvHwnT0LFGh/9xFRsDiurKQsHUZOHxGZ4+jJgSqXDnfh8e+HT3ZrLs7025o3rTkZzpxfDaksT3tZsc1tx8kHuBqjv+leo+qL9uxUww0SUR0QnHuE7f/0EbT0MmjKpudOLT7a15HoYRCkJRkqYXlm5F2v2JJd57o6cFS9lSV7ekjNMfoOSPCC615Gsriy8RsmoJC5fAyazfY2y2VYcCJ8wSCZYAoAKkyYbYj3ggY5oN8B+Ei9FM0z9PGLo578+UX6RW5YCQI8/iNe5J1NGXfaXj3HhIx/grXX7E9+YKE98568fY9RN83HVM8sx7w/vJnUfkWFiSV7+0pbkhWIuAwC3QdZDZJgaKtw4eZB25l5TmruAafrIGgDA0cOrY5oi+E0aQ+RTqVdlibb8URwKUZInb87bXzJM0bVmeXSgcoABE1Ee8QVi34Bbe7gnUyZ9vrsNAPDw4s05HglRctbv68Ci9QdSvp9YoM6SvPyl7ZJnvFbE5YydqLqlMr3hZdrQJJcZpl+dOxnPfvc4PPXtGTG3Ncsw5VOpV2WxNmAaEOk2KEryDkr7TQX7xxKmvGz/ngsMmIjyhKIohq1Z+8tu4n1tU1NnrodAlJR1+1Jv/vKvT3bizXVNAICqktimAZQfjEry9EHIKeMb4j6GSzeT69umD9qxNlQUY8boOpS7nTFdXv1BxbDza7ZL8lJRWaItyWuo1AZMe9p61Ot2HOzqF5vMi+YW/TxeYtMHonwR/jCJvbydAVNWdHm5OTBZQ3caG1k/8+EO9euTxw/I5HAog2wGTR/0GZdLZ41EmduJ48fUYf3+DowZoN2bqUgXMA2sLM7KWI3og5145Z+BUMgwy5RH8ZJphsnjDyIUUrByZ5t63aFuP466fQG23jkvr7JkmcYMUxgzTER5Qs4uTWisULsfdXoZMGVDMhstEuWDVAMmRVHUxhB///YMVBQzw5SvbDabGjAEzEryHHZcMmM4RtaX4fTDB2JsQ4Xm+vFVCo6PbCD70NeO6dONYOWAqchp15QK6kOjYEiJ6QQL5NdEvFRXvlovleTtbu1Bh8Hn8W3/W9MnY8uVfNwvKxcYMBHlCXn90qvXnoivTB8OgCV5maQvB+kv+2iQtYkF58nyB6PlvUcMrcrGkCiDRMAgAqZUS9QcduCvl03DtrvOwrwjBmV8fPF/dnSsFe74RUv+YAh+g0YJ+RQw2Ww2tVPeJTOGqycbun1B05OXT76/ra+GlxPMMIWlVZLX1dWFu+66C2+++SaampoQ0v0BbNmyJSODI+pPRIc8l8MGu92mfvh0eNlWPFP0bdvbevwodTtw8Z+XYnR9Oe696MgcjYzInGhpLAuFFNNMgty9y2xfGcof4YmoIjV9sM7EVN50tlRfjqc7HxUMKQgYZpiyMbL0Lf7hKWj3BDCqvgz3vL4eQPikRU+cExf3LdyACY0VOLOPA9a+INqKF3LZYTLSCpi+853v4O2338Y3vvENDBo0qN8/iUSZ0BU5e1VaFP6zFGe5OphhypgeXWlThyeAT3cewqc7WvHpjlbc8+UpfD+jvGNUkucPheC2G68X8Qeik1Kng6/nfKd/y7FUwCS9vhLt9+ULKoatxfOp6QMA1JW7URcpxRMdJrt9AXjilMbet3AjAGDbXWdlf4B9LMSSPABpBkyvvvoqXnnlFcyaNSvT4yHqtzojTQjKI5klUQtu1Gqc0uPR7XPlD4U0+2p0+YLq80+UL4xK8gJBBWYvVbnsSd/FjPKPPmCw0gah8utL375en0vy+oOGAVM+n6QqcYV/py5fEF2RgMlmg2GDJiBcKSKv4yoECkvyAKS5hqmmpga1tbWZHgtRv9al22RSnBk22+yPUqfPMPmDITS1e9Tv+0OLWLIewwxTnPcFUfbkctjyejJKYfqJqJUmpvJY3c74U0pvIBRTkpfv8bxoAvHKyr24/G+fAEDck2oHOrym11mV2f5g/U1aAdOvfvUr3Hzzzeju7s70eIj6rU41YAq/GYszd2ab/VHq9DXogaCCJukDrrWb68Uo/xgHTObvCyKYclopVdGPWbkkT84wJSr/7PHFZpjyrRxPz2jT53jNLZoKMGDiGqawtGpP7r33XmzevBmNjY0YOXIkXC5ty9Lly5dnZHBE/YnIMImzV87IYu14EyNKjb60yRcMaSajbT0MmCj/GJXkxcswietcXL9kCbEZphwNJA1ywJMo0PMEgjGfZ/k+CRclebLyYifQZnBjAPvbPMZXWJg4Z5vvwW22pRUwnXvuuRkeBhGpJXlFzDBli36zWn8gpCnTe3nlXswaW9/XwyIyFQwp2LC/I+Zyo25jgl8tyWOGyQr0E1ErTUzlgEc/bn3pmscf1HRwBLRd9vKRaMIki7ev2daDXdkcTk5wH6awtAKmW265JdPjIOr3RNMHtSTPIfbm4BqmTOj0BvCX97ZqLguEFE2Z3j8+2oFzjxqMGaPr+np4RIbW7+vA/vbYMh+j/WzU60RJHjNMlqCfiFqpJE+mD35+d9GRuOYfn+KSGcNx80ur4fGHYpoY5fskvKQo9qRDvDVMm5sKL2AS52zzPRuYbWmffmptbcVjjz2Gm266CS0tLQDCpXi7d+/O2OCI+pNoSV6k6YOdJXmZ9JPnVmLR+gOay8Iledq27a+t3teXwyKKa197D4DY8rrkSvKYYbIC/UTUbH+tfKcf97jGCrx23Uk47+gh6mX69Xj5HhyWGLRKjxcw7WwpvLX9bCselta76cqVKzF+/HjcfffduOeee9Da2goAeP7553HTTTdlcnxE/QabPmTXKyv3xlymL8kDgNV72nH+Q+/hrwW+eztZQ1MkuzSsplRzebySvECIJXlWEpthys04esusvK5YWgek31cw34NDo3WAtWVFprfv9hfevonRgCm/j1W2pfVuesMNN+DSSy/Fxo0bUVxcrF4+b948vPPOOxkbHFF/0qUPmNhWPGPW7m03vHz7wW58tku7evejrS1YvqMVt/x3tVq7napl2w/h1v+uVoPgQvT66n1Ytdtk5TNljOi6NaSmRHO5j00fCoY+0LDqxNRs7ZXLYVev6/BoG+vk+z6DjVXFMZfVRza1BYCfnjlRc53+BFwh4D5MYWkFTB9//DGuuOKKmMuHDBmCfftYzkKUji6ftkueODscYIap15ZuOWh4+R3z18a935bm9OrRL3j4fTz5/jbcv3BDWvfPd2v2tOOKp5bh7D8uyfVQCp7Y16WxUjtxS6bpA9uKW0NMSZ5FJ6bxmlUUR/Zo0p9E0m/1kG8qi11Y9MNTMFNa11pfEc0w6TO/Hn9+B4DpiLYVz/FAciytd1O324329tgzths2bMCAAQN6PSii/uadDQcw//PwyQaRYXJIJXnpZjooLN7kMp7mXu6psWF/Z6/un6+2F2AnqHwlJpj6iVn8jWuZYbISfVyb51VqpuIFTGI/o12HevpqOBkzqr4MI+qif39yhsnttOPo4dXq9/keAKYjxAwTgDQDpnPOOQe33347/P5watVms2HHjh34yU9+ggsuuCCjAyTqD775xEfq16Lpg0v6FGWWqXfSLY1L5X6KouC1Vfvw8OLN6mVWnfgk4nZFX5veQOFNEPKJKPGpKy/Cy9ecoL6mjAKmZdsPYfH6JjZ9sBh9SZ6V2orL4k2oxWvxSYuuDS1yRv+W5ICpyGnHE9+ajutnjwcAtHT5Cq6Mnk0fwtJ6N7333nvR2dmJhoYG9PT04OSTT8bYsWNRUVGBO+64I9NjJCpIvkAIj76zBRt1e6zo1zABwBNLtO2wKTVdusAn2QnJt//6SdLZvcXrD+B7f1+Gu19bp15WqG1Yixzmi7gps8QZ62KXA5OHVOGIodUAYrtn+gIhXPDw+7j0Lx9jT2t480y2FbcGeTIOWPd9I158HrJ4lYRc3jpAl2GqKSvCJTOGq5fd/NLqPh1btils+gAgzX2YqqqqsGDBAixZsgQrV65EZ2cnjjnmGMyePTvT4yMqSIFgCEfe9gZ6/EE8sGiT5jp9SR4A3PnqOlw4dSjqpDdqjz+I1XvacPSwmrzvNJRLe9t68Jgu4BxZV4rNB5IrK2vr8aO61LwrkrB0a+w6qUI9LPLeYB2egOaMK2WWCJhKIp3G3JFZqX6xvNzY5PaX1wBghskqSnSbo1r1fcNRwGvmeqTud3Xl0c8Dd+TvUpQcAuH9/O48/4i+G1yWKIqCR97egmXbw1sHWTWQz5S0AibhhBNOwAknnJCpsRAlRVEU+INKzFk5K3n03a3qRKitR9s1qCgyydFPdg51+zQB0zX/+BQL1uzHbeccjm8dPzK7A7aoUEjB1x/7MObyUfVlmoBpdH2ZaYOHZMsh3QaT00L9gJEn653MMGWVRwRMkQ00RTmkvhTSqBMkAyZrKJXabgPWLckr5Jdblzf69+aW5h7i62ILz0fMfLarTVMxYdGXZcakfYTffPNNnH322RgzZgzGjBmDs88+GwsXLszk2IgMXfznpTjl/xapEwkrWr7jkOl1I+vLAMS+OekDqwVr9gMAnvlwR2YHV0Baun0xmaSJAyswoEKbEZkxutb0MZKtRzcK4Av180Vuaa1vE0yZJdYwib1sxATNq8swtXT7Yu7r7O8zHIsoLdIGTFYtfYo3brOKPKsEh3JZt8NuU9/vR0U+r50FGC3q39ut+rrMlLSO8EMPPYQzzjgDFRUVuPbaa3HttdeisrIS8+bNw4MPPpjpMRKpenxBfLi1BXvaPFi3ryPxHfLUoa7YyQ0AfPTzL6htxfXZifae6Bu2vK5mZL22exZF6YPq7508Bi9fc4LmzPuLV83CD+dOwLiGcsPH8AfCz/Ujb2/GafcsRlO7x/B2hgFTgX6+yBmmdmaYsiqmJM8Z/l9fkie/PwjMMFlDSYEETOkEP8ePqUt8ozwgNwCy2WxYcfMcrLx1rmZT3kKjX/tbwBWXSUmrJO83v/kNfv/73+Pqq69WL/vBD36AWbNm4Te/+Q2uuuqqjA2QSLbrULf6tdvCKfDmzth21UUOOxoqYjfJE+QM06L1TerX+nbDFCXvieF22nHx9GFwOuyaCcmgqmLUlbux4IaTMfKnr8Q8hi8YnrDe9Wq4NOGRt7fg5i9Oirmd0SRHnwUoFHLWracAd7bPJ9GSPH2GSXsyQJ+BBoCK4l5V3VMfic0w5WggabLbwq2nTxqX/LYyp0wYgKE1JfjBF8ZlcWSZo/9bKi0y/9uqcGf/725bcxfeXNeES44dHhNwZ0prt/Y9pVBLzJOV1oyztbUVZ5xxRszlc+fORVsbd36n7NkpBUw3/usz00xNvjvYGTvuMnf8N712KT3+/578RP3awU5YpsRks6HCjU9vnqOWO1aWuACEM0CJGhb4AtpaErNuT/quZQDQXYC7vgPa7EaPrzCDwnwQDClojrxXqBkmsYbJr88wxQZMVaWuLI+QMkE/+bZahumDm76Av397Bk6ZkHzANGtMPX597hFxTxLmk1u+eDimjajBI1+fanqb33/lSADA4OqSrI5lwZr9OOWexfjVy2vw2LtbsvZz9CdhrPa6zLS092F64YUXYi5/6aWXcPbZZ/d6UERmmqVAY83edtz4789yOJr0ePxBdERS3fJZq7IEZ6Xauo3XiiS7KeuCNfuxYmdrcoMsEOIsfLHLoZmUfP+UMfjh3PG498tHGpaRuJ12DIl86OnXMJllNo32I+op0IBJzpxZeS1hPtrW3IVuX/j94eWVe9TLRcAkmsLos5ftBmvJqksSd3ek3IspybNYiqmxshgnjKtPKQPxteOGJ75RHhlWW4r/XHk8zpg80PQ2w2vD1R6eLO9Nd+Xfl6lfrzFo9pIpd766TvO9xV6WGZdW3nDSpEm44447sHjxYsycORMAsHTpUrz33nu48cYb8Yc//EG97Q9+8IPMjJQI4TOusrfWNZncMn/tbg3vdF5W5MCo+jKs3BXOytYlyHQ0dYTL+AK6Cbz+eyO7DnXj8r+Fs1KbfzPPMgtte0uU5BW7tEFOscuBq08zLwUJKdEujL5gSBMMmXVnlCewj3x9Kr7392XqxLfQyE0fsj056E8+39WGLz6wBIcNqsSr156Il1ZIAZMoyYsETsmU5FUzw2QJJQW8DkaQP7nnHTEwbkmbVYn1heJE2cb9HfjP8l248uQxSW1NkSy5c+uw2uyU5BudCOvvGaa0XrGPP/44ampqsGbNGqxZs0a9vLq6Go8//rj6vc1mY8BEGaUPmKxoR0u4rHBYbal6thgA6sriv6HubQsHWp26hZj+JJ6TQ13RydSWA50Y11iR9HitzOPXdhhLVjCkwBUpdfQHQprJqFmwKUqkrjxlDAZVhctMCjXDJJfkeQr0d8yFVz7fCyDaInx0fRneilxXURwOfkSGU9/0Qf++AAA1DJgsQb+GqdDdef6UXA8hK8RJDfG5c/p97yCkAE3tXvz+K0dl5GfoA5mGiuzsgWf02dXP46X0AqatW8ObQDY3NwMA6uvrMzciojiM1o+EQoqlShh2RgKmEXWlWLU7mk5PlI3Y3Rruztah60qWTIZJzgKs3tNe0AGToii45h+fQlEUnDl5EACg2JnchKS0yIFuXxCHDapUPxx8wRB+v2CDepsekxI0tfzP6VAnQN0FWq6mCZgKtLFFLsgZIX8whK7IpOX62ePVy83aiuvXNIUfjyV5VnDaxAb8+pW1uR5GVskf3VUlhRnIixNzorJBnMv8LIOl8KJSRDBr195bRpUDhXDCujdSXsPU2tqKq666CvX19WhsbERjYyPq6+tx9dVXo7W1NQtDJIoy+oPd32Hc5jlf7WsLj3dQVQkCoegkR84CGd8vnGGKDZgSv4nJ7UFbLNooI1mHuv3432d78PLKvWo2z+1K7q3u+e8fj/OPHoKHvzZVbcns02WYzDIqYgLrdtnVM439oekD1zBljlyata/No55EkRvCiLKfD7YcxKrd0SZLRh0Zjxlek62hUgaNHlCO+y8+KtfDyKpLjx8BADg1hcYQViP+fn3BkGau4sxgY6Z3NzZrvg9mKWISQV+ZlP08ZLKOur9IKcPU0tKCmTNnYvfu3fja176Gww47DACwZs0aPPnkk3jzzTfx/vvvo6aGb9KUHUYB06amTgyqym5Xmkw6FNlgsrasCHedPwWXPfkxAOCHp0+Iue3CG07C4vUH8OtX1qpnm9MpyZMn7kZrHQqJvPh99Z7whDLZkryJAyvxu0jphAiY/EFF057cLAhSAyanXa3P9wXCH5yFtmZM01bcF0QopCCkKAW5eWNfkl9bu1t71BMdckMYsYZu+8FunP3HJeqaRP2apiKn3XS9HeUfZ4FvcnPlKWMxbWQtjhxaneuhZI28VlY+keTI4LEtcTnQ4w+q/2cr6yNvZ1BV4sKeNo/pXoX9RUoB0+23346ioiJs3rwZjY2NMdfNnTsXt99+O37/+99ndJBEgtGbw7sbm3FiCvs/5JpoKV5bVoRTJzZg4x1nYn+7B0MN9lMa21CB6tIi/PqVtfAFQli65WDMZnL+JEqi+lPAJJ8Fe3lleE1IOpsLitInfzCkKZc0KrNTFAWrI2f73VJJHhAutRTrTwqF3PTh38t24d/LdqHIYceQmhJsbe7CE5dOw2kTG+M8AhmRX2cX/3mp+rX8etJ3aWzv8aOmrCgmw1RZYK+5Qlfo5xocdhuOG22NTWrTJZd+ywGTK4MZJrEsYfqoWryz4UDWAya304EHv3YMthzoxNlTBmflZ1lFSn+iL774Iu65556YYAkABg4ciN/+9reG7caJMsUo/bzlQGcORpI+URJXG2ny4HLYDYMlQZ7sX/znpXh/80HN9XJZnxl5Ivbk+9vwn2W7UhqzVShK7GZ7AFCcxpl2uSRPDjhFSZ6iKLjp+ZWYdddb+MLv3saW5i4AwNQRNZpJrf54FQKj8i9fMIStkedA3ieMktflNc5elksZJn3w/6P/fIaVu1pjmkBUctNaS5k0qCrXQ6BestttalZXXuvqzFCFgS8QUt97xTqwQNYCpmiH2aOGVeP8Y4b2+4x1Su+oe/fuxeGHH256/eTJk7Fv375eD4rITMjgzcFjsNg5n7V0awOmRPST/UXrw63Ui112ePwhww1T9fQTsR/++zNcOHVoUj/fKp78YDt+/4kDp3v3x1yX7HMtE2cFfUFtwCQ+CNfu7cA/Ptqpuc+xo2oxYaC2ocYVTy3DtrvOSvnn5zP95NyIPxhSg05KjlnjF3ltk75V+MK1TVi4NnZ7heF12Wk3TNkxvK4UL141K2G3VMpvJS4HfIGQJsOUqVJlubqkqiQ8fTeaE2WCR9rDkMJSOor19fXYtm2b6fVbt25FbW1tb8dEZMqoIZyVFp13ePzY1RJu3jCwMrkdzvVvtlsOhM/ij6wrA5A4wxQKKbj7tXVxb2N1vkAId8xfj+6ADS98uifm+nS6AhZFyiv8wZCmxaposmHUxvnIof3jLHEyAZNobkLJ6zJZH1dbHp1E15XFbyN8/8VHYeqIGtxx3hEZHRtl31HDqrO2rw71DbGOSS59z1SGSXzmFLvsavOXbDV98Ka5JUchSylgOv300/Hzn/8cPl9sly2v14tf/vKXOOOMMzI2OCI9ozcHo/KgfPXhlhb4giGMqi/DiF6eARYfrIkyTEu3FF5JmN7BLm/c6ycOTD1gUjNMAe0aJrF+x6id+5Dq2OYjhbgppeg+GM+uQz19MJLCol+fKEwcWKl+LQdPenYbcM6Rg/HclccbvhaJKLvE+/2Bjug8OVNNf0TAVO52qY+ZvTVMxpu+92cpPRO333471q9fj3HjxuG3v/0t/vvf/+Kll17CXXfdhXHjxmHt2rW47bbbsjVWAMCDDz6IkSNHori4GDNmzMBHH32U1Z9H+cW4JM9CGSZv+KzT0JoS2Hq5C1xtZI+VRPswrd3XYXi53E3OqrYf7MKmpg58tLUl5rojh1ah2GXH3EmNOHxwpcG94xNn8Dz+kObMv8jo+Qye9wYpa/jP7x4HIFzC94c3N6b88/PVc8t2YZ3Ja0q2YX/i25CW6KApmzVWu1A+XsmW2+no9fsKEaVPZGSaO6Mn8TJ1Ulc8ZmWxsw8Cpui+ghSW0hqmoUOH4oMPPsD3v/993HTTTVAiZ/ttNhvmzJmDBx54AMOGDcvKQAHg2WefxQ033IBHHnkEM2bMwH333YfTTz8d69evR0NDQ9Z+LuUPowyT0QZr+UpsLqnvdJWOykgNc6JFn+Ks9cXTh+GfH0fX3Hzz8Y/w4lWzej2OXGj3+LF8+yF892/LDAMXADj36CH48rRhmgXzqRCL5lt7fJoSNH8g/Hwb7YTeWBktl5LP8P9uwQb84Avj0hpHvrntf6vjXl/ksMMXDGHlrra4t6NYooPmHedNxs9fWAUAGFqtzUTHK5FJdr8xIsoOw4ApQyd1P9wSPjE4ZWgVHLb0A6btB7uwfl8H5kxqND3B4mFJXoyU311HjRqFV199Fc3NzVi6dCmWLl2KAwcO4LXXXsPYsWOzMUbV7373O1x++eW47LLLMGnSJDzyyCMoLS3FE088kdWfS/nDKMNktMN9voru1dP7NyHRJSdRSV6XT6TxtYHDip2tmv10rOSKvy3DpX/52DRYAoCa0qK0gyUAqIw8v03t2nI/fyTDZLSGaaC0H5h+cX6hkLs/3X/xUbj2C+Mw+7Bo59TfXjgFALC3jSV5qfjpcyvVUseZo+vw0NeOwUnjB+BHZ8Tuz2YmEydiiCh9ooTtQEf0cyNTjak2NoWz9kcNq+5Vhunaf67Ad59ahseXbDW9zac7WwGk1zCpUKU9m6ipqcGxxx6bybHE5fP5sGzZMtx0003qZXa7HbNnz8YHH3xgeB+v1wuvN/qibW9vBwD4/X74/bktRxI/P9fjsBq/QTbJ4w9m7XnM9HHqjpTkuey9f8zyosg+QYH4v39HT/isdYnLhhevPA7nPhzd32XXwU4MrbHeWocPTNZlVRcpaPWFP0hKXbZePcelrvDj7GnVrtfxBULw+/1o69YGUnMOa0BDmVP9mUU27QeZ1+uDvQA2sJUD9Eq3A1efMgo3/HulellJ5Hnr9Bi/z/K9L5aiKJrsb5XbjjkT6zFnYj2A5J+rIoc9Y88rj5M18DjlF3HSoqk92vSmyxfQzDvTPVaiWqTUZcchJVIanuDz38iKSDD061fW4p8f7cDcSY24fnY04aEoCt6MdN784hGNBf/aSvb3s8xGDc3NzQgGgzF7QDU2NmLdOuMOYHfeeafhmqo33ngDpaX50YlmwYIFuR6CpWzeaoc+Mdrt9WP+/PlZ/bmZOk6f77IBcGD/3t2YP39nwttHxf6pbl63GoADbR2dcX//jVvCz9mOLRuxpmOD5rGef30Rxqa+vCcPxD4fdW4F1x8RxC8+CV/3+fKP0bM5/Z+w5UD4WG1vagUQDXQ6u7rx1PPz8etPtWM4q2oP5s/Xd+iL3ua/r7yKooKoboj+Tss/+RDtG4C6nvBzVedWsGr5xwCc2HewLe7rku99UeHqzujz+u5bCxB/KVL0tpdPCOLR9eEXVld3d8bfC3mcrIHHKT+0Noc/bxdIrf5b2rV/l+keq937HQBsWLvqMxzwAIAD23fswPz521J6HKfNgYASfoPZdKALm97eggm+Der1Bz1Ap9cJh03BrpXvY++qtIZrGd3diZsYARYKmNJx00034YYbblC/b29vx7BhwzB37lxUVuZ2luj3+7FgwQLMmTMHLldhlu5kw8cvrwX2aQONgGLDmWeemZXFzpk+TusXbgJ2bsHY0SMxb97EpO937QdvxFx20sxpeGrTp3AXl2DevJNM7/vyMyuA5iYcM2UyvnTMEPzsk4XqdSMPOxrzjhyU0u+QD4yejxvPOAxlTatwz/mTsHZ/F66eO75XGZ3i9Qfw1KZP0e63A4hmVRwuN97trgTQrLn9WWfNizvOk06bXRDlDfLvdOKs43H0sGqcEVJwytYWHDawAnvbPPjjmqWwuYoxb97JMffne1+sth4/8NEiAMCpE+px1lnHxL29fAx+/PUz8egvw9/XVpZj3rzMrEvkcbIGHqf8sqj7c3zWsldzWU/IhtPPOBOhYKBXx+qRrR8AHR044bjpWLevAy/v2IhBQ4Zi3rzJKT3Orz5fjOZObYOZefOin19vrT8AfPopxjVW4otnz0x5nFYjqs8SsUzAVF9fD4fDgf37tZtS7t+/HwMHDjS8j9vthtsdu2eFy+XKmzeWfBqLFSgwngDf8vJ63DRvIiqLs/NcZuo4RfoFoLTImdLjvXjVLDz1wXY8t3yXelltebiUzhtU4j5WT6R+uqrUjbISN371pcPxy5fCC/fbPMGCef2NbazE3ibgS0cPxYUZ+J1qy8Md7/RNNQIhBQc6Y7uZJXoeA7AXzHMtlLqL1N/plInh9+GeyNKuLl/81xbf+6JCPdFS4z99YzpcCdYilRU51M6NLpcL180ehz+8uRG/OX9Kxp9THidr4HHKDyXu2GOgKIAnCJRFjk+6x8oTWQNdUeJGkVOsEbWl/Fj6dd/FruhnUzCk4FB3+E18SHVJv3hNJfs7WmaFaFFREaZOnYo333xTvSwUCuHNN9/EzJmFHwFTWMhkk7Z/fLQDd72au81Zk91tW3TLSXVx9lHDqvF/kcX0Qn1kP5ZOT2zzgQMdXvzixc+xfMchtelDaaQe7BszR+KbM0cAAFq6Yif+VmCUqRkV2cg3U/TBt2gg4Q+GYjZuTSa5adRVz+qMXsdlkeep0xvI2i70hUYsCi8tcqAoifeGp74zAxMaK/DUt8PriH9w2jisuu10HDuKG8cT5ZLZvnut3b1fByQ+Q0qLHGrTh41NHbjp+ZVYty+5LAkQ21nY4w/hwy0HMfKnr2DyLa9jY1MnAKAuzp5v/ZFlAiYAuOGGG/Doo4/ir3/9K9auXYsrr7wSXV1duOyyy3I9NOoj8TrCrNmT/BtGJq3Z046jbn8Df3o78YIZtUteGq067XYbfn1uNPVeEZnQ9/iDMXsxff2xD/H3pTtw/kPv49MdrQCiE1kgGnActGjAJBa/PvL1qeplme5KV1GsTcCLroSBoBITMCXTjc9K+4Uly2hyLz9v3QX4O2eDN5DaiZRjhtfg9etPwonjBgAIvzeUFlmmYISoYOk3eq0vD1c5tfb0PmASG6gXu6IB06rd7fjHRztxxn3vJvUYwZBi2Fn3K38ON4Pq8QfVShYxdgqzVMD0la98Bffccw9uvvlmHHXUUVixYgVee+21mEYQVLjidcFesbMV9y3cYH6DLPn9wg1o9wRwZxIZrmhb8fT+9I4fE93EUp6Yyi2uW7t9WG+waWhNafRskdj8sqXLG3O7fBcMKerzeOyoWsz/wYl476enZfzniLbi+u99wVDMB04yAVNPAQYPRgGT22lXP8yNsp8UK5PbDRBR7ugzTGJvvoOdvf+sFZ8hcoYpVV4pu+Q0eQxxYrqOAZOGpQImALj66quxfft2eL1efPjhh5gxY0auh0R9SF+SV6Wb1N63cCN2tiTX8SRT5CF5E2yiK65PpuzGyOgB5Xjpqll476enweWwq2ezOqSJ6Xf++onhfeVNVWvLwl9bsSRPnGUDwh8ckwZXajaJzZSyIgfkz5PKYvOgaEBF4g+WQizJsxvUItpsNvW5asvAWdX+ILpJpOU+kolIot/odURduCPz1uauXj2uXzpRZxYwKSZLFmTy+qV1vzrD8DZiPlFXAE2KMonvzmQp+pI8o7Us3TmcmO5r88S9XrxZ9WaDySOHVasBQnlkgakcMH2y/ZDh/eQMk8hOdVgwAyCOr92W3Y06bTabWvYIaINz/Ya/93z5yISPl8vXZaboP5DLTDJr0ZJP62Uwc4EZJqLCUKzbO2J0fTkAYPOB9AKmQDCE9fs6NJ8fJSYBU7yN3AWxfsnlsMHpiP/5qT8h3d8xYCJLCeombDUG61Y6PH1zVnvLgU5c9cxyLFof3W8h0Y7emZ4YVaqBT+LfWW6xXR65X5fPegGTyIrVlBZlpZW8TC57lNdIiRLIc48ajG13nYXxjRUJH6utJ7vZvIOd3phALtPkjoGPfXOaaSmiKOWwYgYzF5hhIioMxbqTeMMjGabdrT1GN0/ox8+txOn3vYPfLwgvN3A77Shy2OEw+OzzBpIImPzaOUhZnM0B9et4+zu+O5Ol6LtuidIyWV+VAV3x1DK8snKvJuuVaJ3KgY7wGfdk1rwkozzJTNGoem0HuQrRycxiGaZtzV3YfjB8pq4vFqTKnfLksjtxtu/q08bG3MfMvrbsZVu2HOjE1F8vxPeeWpa1nwGEG14Ix4+tM71ddI0cA6ZkMMNEVBj05fbis7bbm95n7fPLdwMAnnx/GwDgiCFVsNlscDoMAqYEJ2yB6LIAcXLmrgummN5Wv463v2P4SJai3xPHqDNaXwVMovWmLF4ntLZuPzY0hZsxHDmsOiNjEK3CEwVqf/7GVM33cutnq9iwvwNzf/+O+n0y64Z6q6HSjTWRPQhrSovgsNs0AXIqE9z9HfHLNeNp9/ixfl8Hpo2oMcyq/eW9bQCAN9c1xVyXCUu3HMRnO1tx8fTh6mWuOOUcoiRPvzkiGVO75DHDRGRp8jrrt248GTsPhTNLmSrJPnxwJQDj9aOJ1lADsRmmeO/jzDBp8d2ZLEWfYTLaqHZ/e9+sm3AZnOGJF7hsbOqAooQ3g8vUZF8sMBU/d4PUHe9LRw1Wv9avNRGZKX9QSepNNh8sXq8NBur7YI+I2YdFO3DWlBbFdBVKZQ3V/gTr2+K56unl+PIjH+C/n+0xvH7bwd4tKE7k4j8vxZ2vrsPCtdGNw806LAHRgKm1mwFTMu5fuBEAM0xEVid3UB09oFw9qdmdofJ3MXcwev/1BkJoTtCNTzQfEhkmo3mMUGEwv+rPGDCRpYg1TBdPH4b5PzgRlSWxZ0Aee3dLn4zFaY/98/HGCZj2RCbMmezoJlqYev1BBEOKJgMjl+GV6uqUy6Q9W6xSlqd/8x6Uhc54ekcPr1a/ripxoUh3Ni6VCW5v9rx6d2MzgOjEWu9QFgMTOejZ1x5+Dbsctrjrx0SA3uXNfjD+6ud78ekO40YnViHe14qc2V2TR0TZFdBtORENmDLzXlgdad5kNwiYHlq0GdN+vRAvrdhten+xh2F55PPUrPGD3RZ/fVN/xICJLEWUQx07qhaTBlcangHpq85vRmdm4jV92NcWTs0Pqi7O2BjkDNPGJu3eS/J+EPpNLR12m/pG3heT2t7w+IN4aPEm7DqkbRd/5uSBWf/ZYwaUq18HFQUO3TFPVEI1dUSN+nVXBsoft+ha0z794XZc9KcPcKgrWoYab3PndKzfF31dPbw4vDmz0caHsjL1tZX4d16/rwPnP/Qe3t14IOWxrd3bjiufXo7zHno/5fvmk+7I3+APvjAuxyMhot44/fBG2G3AjFG1AKKfvZnaVkJ0uzVq+iA2nL3lv6tN7y/K8MvdkZI8k0qBimJX1psqWQ0LFMlSRH2waKlpdAbEFwzB4w/G7IeQaUa1v/FK8va0hs/OD6rKXGZE/I4tXf6Ynb5rpJbrRvs+lbmd6PYF0eHN771yHl68Gfe/GZtZGVpTmvWfXexyYOLACmw+0InpI2tj6sb1GSe9x781Dfe/uRF/eW9bRgIm2fPLd+HnL6yKubzbF8hoKcWh7ujrI9k1b2qGKYkylAsffh8d3gCu++cKLPvlnJTGtklaR6goimU/4KOTGH4kE1lZXbkbn996uvrZrJ6Y9AWS2icpkZqy8Hu7/uSdrDpOswb9e41Zhonrl2Ixw0SWIs6ei4mrHBTN/8GJEPOlvsgyyZMzkW2K1/ShPdKMorYsc5NZkUV65O3NMddNG1GDi6YNxXWzjc9aqw0j8nx/oFW72wwvN+oSlA0vXjULH/5sNmrLijQBU5HTblgWIasuLcI3jhsBAOhIEGx0eQN49fO9CWvdA8EQOr0B3PCvzwyvz/TxTCfQE2dVk7mveF7SKVmRs2mJWvrnq0AwpHbJY8BEZH1lbqd6Uld8zoYUwJdE2+9E4mWYBKM9mgQRMJWpAZPxbY3Wh/d3DJjIUkKR9xvxhiDvWzK+sRzlRcnvS9Rb8oL/L04JN1iIl2ESE8KSDGa+4u3b4nY58NsLj8R1s8cbXi/Gke8bqpaaTCITZXcypdjlUJsYyD8y2YYP5e5o8BDvDOOP/vMZrnx6Oe54Za3mcn1TjqYOb9wWtV2ZDpjSWKwsfudUXltGHS8TkScg+Z4pNaIoCjYdiGbJzDYCJiJrksvh03lvrtRlesRnUbwKGrkqQE+cxBLtzs0+R5lhisWAiSxFLI4WZ/rlRfdOh139I89mhklRFDy+ZKu6Ed3XZgxXJzrxznKLYKqkKHNvRPGCr0QT+mRbkudaqcnvGK8darbIGaZkGz6IjoQhJf5zPf/zfQCAf3y0Q3P5c8u0C3j3t3viblCYqW5MQjqt50sj9fGp3Fe/ZUAy5C0ErNK8RPbU0u1qKW2R056T1zQRZY/DblM/izNxclKcWCpzm3/+tHT5TKtdxNwoYYaJezDF4LszWYoowREZJv2GrGJyKiZqHn8wI3XDsvc3H8SvXl6jfv+lo4agRC1vM5+0iVIpfce63oh3lilRwFRikZK8UpMPhnhlB9miDZiSe/sscTkghmoWQMiZEnmNm6Io+NkLn2tu29rjjxsw5UNJXjoZpnSaVbT2RDv49VWzl0y6+aXo4uwKZpeICpLYZH1/e+pbS+jf68WJukTlu5c8utTw8miXvEjAJHX7FY0qAG4JYYQBE1mKmFSJPQhG1pfhsW9Ow3NXHg8g2nq6w+PHpqZOTL7ldfzypdiF8b2h3+egxOVQz/q0dJmnwrv94TeqkkwGTHEey6jRg6zElfqkNhey3bwjFfJZu3hn+GQ2my26UbDJpH7+53vVr4fVRgMmo4xla7cvbi18orVSqUqni6I4KdDpiV+GKAdJ6QRMB6WNcf/fkx9bur04y/GICpN4T1+/P3az+3je39xsenIsUcC0fEdrzGWKomDFzvDlAyJBnNzt9xipq+uOFm1XWmLARBajNn2QsguzJzWq7ZtFSV67J4BH3t6MQEjB35fuiH2gXtCXYhW77Oqbj9mmcZsPdGLV7nYAGV7DFCcoSrTGR0xqs7mHTyZkuk12b6RbvlieYF8i+cOpSiqFkAO0Mw4Pt1E/1OVX1zUNrSnBby+YonmsTJ8ZTCfDNKDCDafdBl8whL1xNuyVA79Uj/Ompg788+Od6vcHu3yWbi+eqc2siSi/DIt0dL3lf2uxqT3+bQ91+RCKvBf++uW1prdL5QRLKKTg1y+vwWPvbsXGpk447TacHtmWQ+6SV+52YnSkaue40XVJP35/wYCJLEWfYdKLZpgCWdt0rcevnUAOrSlFfWSyc6DDOGC66floWVUmS/L02aoRdaX46rHDcfWpYxO2WBYlZf/3+vq09sDpK/E2A+5rckmefoPCeESWzBMw/l2aOqJBRY+UVRK3dzlsqCsPL/Zt7fGrgUaR046Lpg/D0pu+gBPG1gPQZl0ywajpw/lHD4l7H7fTgbEN4T2sVu8xnyHIDS0CodQ6SP3MoKU6ACzdcjClx8mVkC5AnHfEoByNhIiyabpU6rary/xzec2edhz9qwW48ullAKC+5wtyNkguCU9UHr5w7X48tmQr7pgfDsCG1JSoXfDkx6woduLpy2fgxjnjcfPZkxL9Wv0OAyayFDGpMg+Yol3y5DMwmVzHJGcJvnHcCJQUORJmmA5Kl2c0YNJlq0KKgjvPPwI/PH1CwvvKnXQ+3pa/pUy+YP60i5ZfRwOrkt+AWA2Y/EF8tLUFJ/12Ed5cu1+9vqk9+vqQs0qiJK/Y6VDbyb6xep9apiGynQOritUAJdMZw05dVuwnZ0zEvRcdmfB+Yn3hnkhzFCNyhskbCKX0d7q3zfhxL/7zUvVxgiElbqv/XNopbcR889mT1PbzRFRYLpo2DLPGhjM28Sqcn1q6DQDw+urwZ8OIunBmyu2047rZ4/Dfq09QbyufEC1zO1Fj0GX06499iE1NnWjVdc0bWhMt+3ZJa5hKi5wYVFWCa74wDnXlzHjrMWAiS1EzTCadXeQueXLAlE6nLzOiC9nswxpw2zmHA4ieCWrp8mHj/g5c/+wKbIm0Cw4EQ9h8oEu9fya75OnX96Rykl5egKpvVtHh8eOsP7yL372xvlfjywQRHHz12OE5HonWr8+dnPRtSyLt33t8QVz0pw+wo6UbP5Wyjk1SZtKrCZjCX7tdDkweUgUAWLevA59sDwe48jo1EVDFW0eXDn1JXnVpcjvAi45v/jgBr1yfryixC5zNxvPq53vjrq1qjmTZvvbYUsy6660+2WYgVWItwaRBlfh/J4xKuOaQiKxrQmMlAMAbjLPhbKk2oyROmF03ezyumz0ehw2qNLyf024z7LC5ZFMzbvzXCrh1248MqY4GTPJcKpPLBQoR36HJUgJqlzzjl26l1PRB1tKVubPuYqI2sKpYXUtVGmmgEAgpuPjPS/HCp7vx7b9+AgD46wfbNffP5P5B+oDp6ymcpZbXgen3h3hxxR6s3tOOP7y1qXcDzAAxiR7fWG76gdFX5PzH6AHlSd9PHCd5DVSFSUDfYxAwFbvsOGPyQMyZ1AgAeGXlHgDaUoxaNWg3znKmSx8wJdv6WnwQx2sXrt9jKt56KX8whH1tHjywaBOufHq5+jf9z+8eF3PbWXe9hZYuH5ZuacHBLh8+ycMMqmgfP2N0bYJbEpHViSZBvjjnhOT1q95AMLoVicl+i186ajBcDhtumjfRdM3RnjZPzJxDXi8pv5/H29eRALblIUtJvIYpmmGSz9RnsuWwyDCVSZmi4qLoG83ByERua3M4q7REtz5IbDyXCfo3uMtPHJX0fe84dzLO/uMSALETVfnZ9QaCSe85lA3yep2+bySulW5lpzhz1y69DodHyi0AbWma3BlPLcmL3P/4MXVYsGa/mrGUAyaxwWF7T4a75Pn0AVNyR0GUegQMMkzr22zYs2QbThzfoLm82xeE2VLjO+evwxPvbY25fHxjRcxlvmAIv3gxmsELZXhrgUwQ6x3nHNaY45EQUbaJDWzjleTJ5foHOrzwiM3uTcr4f3fRUbj7gikodjlw6oQGDKkpwUnjBuCrUkvxEpcjJnNfXRKdg8hzqXzqSJuPGDCRpfiD2n2Y9DQBk/Qmkc6mmGa61P2Uon8+RQ477Lbw5qR68lqhX587OaP7B8kp9GNH1Wo63iQyeUgV7jz/CNz0/Ocx5U1yALW31YORuv2u+pJPWq+TRCVYXhLt33dK3fDkgFsuW9NkmALRDBMATNAFB3LAVKHbgyxT9K+NVDNMfoPmGA+tcQBrNqBFV1tv1uJeURTDYAkIB4pPXjYda/a248zJg3DqPYsBRDcCBjLfCCMTxPtTJrcZIKL8pGaY4gRM8omz8x56Xz2pYhbIOOw2OOzh66pLi/CTMybGVNeEAybtD62W1js5GDAljfk3spRggqYPIqXd0uXTBEzBFDtwxWO0Aa3NZjOs/23r9qtrFYDM754tv8Elu5GqTPwOcoD04qe7ceer69Tv1+/v6MUIe0+TYbJqwBTJ0G2Qnks5SNJmmMKvr3c2HMAVTy3T3F/utgRo1zBVmJSj9pY+AEs2YBK3i9f97p0NzZrvu002fm4y6T4JhNvinjKhAd8/ZSxG1Zfh81vnxmReD5g0Y8kl+XVNRIVNzTCZvB0GQ4pm03G5424qgYy+GsTtssfs5yeX/tlsNpx+eCOOHFqFI4dWJf1z+iO+U5OlBNSmD8Yv3RF14UzI1uYuzZtPKi2gExFd2/SlSUZnim/932rN90blSb0hB2n2NKIJsT+QPFG97tkVmtvc+t/VMWeo+pL42UUOO2w5LspTkN7rSLxWFq+PlmfKWU85YOrxBaEoCr75xEfq5eK15XLYcdaUaPtp+cMxGxkmfzAUs0muWcMVPfE76//25K51Ww92aa4zyzCZtes3UlHswu3nTNYE17vjdOrLFX2nQyIqXOLkpM+g6UMopODsPy7BvQs2GN43lWYM+nnJyl1tMZ1K9XOFP31jGl68alZKFSr9EZ8dspREa5iG15bC5bChxx/UTMYyWZIngh79m4vRWaAXPt2t+V4/+ewtOUhLZ52GOOsVb5K9t82DPa3mm48CwJPvbcUZ972j6byXKWL9WSbbsacr3aUw2w/G7pouZ5i8QW35qP6MoDypLpVeZ0W6TQcB7Tqp3jJqwpBs0xKn2iVP+6TJJar6vwezgMmsXb+Zi6YPw/s/PQ33X3wUAGDhmv0Z3VqgN3a2dGPV7jap1JQfw0SFTnx+GWWYWrp9WLvXfL+6VDJMRh1Mn4k0mBGG1pbE3CaZzqf9Hd+pyVKiXfKM/7hdDru6P872rAVMSuRnaceQzJn9WZHNRTNFnmwF0/gdoxmm+Bkks1Ip4db/rcG6fR14YonxOpN0BYIhNdgYVV9m2ZI8o0BSTJgVRYlpvd3ao11zI5eYye3yjxxWrX4tSvJ8gVDGMoJGr+mkS/Lsokue7nfrNi8Z7PYFsONgN3Yd0gaYZl0u47V2H1RVgjMnD4LLYUNThxd72jIfzKfjxN8uwtl/XKKuVWPARFT4RNBj9FGbqItvb9t9i5OOhw+uxO+/ciQmDsxtt1mr4js1WYqa3YnTOEG8ubT1RCdmmSyF86tZLu2fT7yJ4L+umIn3fnoahtWWmt4mHfJZoXSCQrE/gygPajP5HeJt/ilP9pOdTCdrR0s3fMEQil12DKkuwXlHDwEATBwY2xmtL6Qbds89fGDMZeJ4BUJKTOZqywFtqZrcIEIO1M+YHH3ccrlNeYayTEbNEpItyTPKMPkCIby1/oDZXbC7tQcn/d8izP7d2whJr2ejcay4eU7CNvpFTjtG14fbv6/fZ34Gt68YZbm4homo8In3baOP6eYEJceVJZnpz3bS+AE47+ihGXms/ojv1GQZoZCivtnE6zQnAia5rCk7JXnJpztG1ZdpNovLBqOdvhMR5VUi2/HW+v2a68V+DfEyUKJ9OgCUF2e28eampvDmv2MGlMNut+GbM0fiqW8fi2evmJnRn5Nt135hXMxlItCUy9LqI3spbdOt7amQnlf59vLiXYfdhrJI2Uem2uiLtUP10q7vyZfkiTVM0fH+Zv5a3Pem+d5ezy3bBSD8t+uT7mdUkqff5NHM2MZwwKQPQnPBaGNermEiKnziBKvRcupETWmG1WTmRCuz2b3DZ48sIyidnY23ONFtkL5Op1zNjF9t+pDcn8/UETWajeIy7f6Lj8LIulJ8ZfqwlO8rzm6LEi55on3JjOEYWhMO8nriBExyF8DuDLe03hgJmMY2hCe9DrsNJ44boAkUrMCoIYgIfLQBU/h1ol+kK8rtAO2JAP2Jg/IMN34Q3emGVBerlyXd9EHswyT97T35/ra499ksBTXy36y4/IJjhqLC7cQtX5yU1BgAoCHyt3cwg5tXp8vouDDDRFT4nHEyTPG2PTjv6CGaTeZ7g23De4fv1GQZ8gQqXkme0ZuCfo1Ib4gSI/0Yzo+Ui+l9+4TkN5NNx5eOGoLFPzoVp01MfQNMccbJH1QQCilqJun8Y4bgN+cdoS5U7YlTkrdqd5v69QsrdpveLh0iezV2QHlGHzdtGewbIAIJ8dq026L7Yzy4aLPmtnKGyRNnfZIoy/vFi6syMsamjvC6n8FSdjTZbozRfZiM//Z+NDeadTvBYG2fHGhtagq3Y7/gmCH47Ja5uGxW8n9TIgg9mAetxfWlkk67LaP7shFRfoqXYTJbI/zQ147BHeeZr9NMlVy2TaljwESWIU+g4k0yig3O2P5uwQZ8vK3F8PZN7R5sa06+XEcsYtdnmO6+cIrh7avzOBsin932BUNqwCTWzJS4EjeFkMuldrb0YP2+zO3b1NodPvNWn8UMXSrSbStuRAQSXmk/HrPXtVzqKNbkGNkR2Rh3xc7WjKzbEyV5csCU7PReZIHNWvqPbSjHNaeNRYXbiVvPic0YiRMkiqJg16Fwxm1EfVnKZ1vrysKle/mwea0+w8QSGaL+QZxAMno7NDshecSQKrWTbSrMstZWq8zIN3y3JssIBpPLMBmVP20/2I3vRTYBfXDRJpx2z2J1Mnjsb97EKfcsTtipRhATQH1pksthxyUzhqOm1KWuRQGAkfVlST1uLshvrN5ASC2pE5kl8VzGK8mTm2sA0XKy9gxsoCpKBCsyvDYqH/hFSZ5U4nn97PGGt62Ufv/LTxqFy08cheeujL+Oq6W79wFCk0HAlCzRJW9XaziI03fumz6iBjfOnYAVt8zF2IYKzD5MmyEVAV+HN6CeLBHBTypqI/dpzoOSPH2bdpbjEfUPYs5iVJLX4zM+uWU0l0nGtBE1hpdXMmDqFb5bk2WskfYpiJ9hMn6TEWsY/u/19djS3IUHF23SlPmJBgOJxFvD9JvzjsAnv5iD6SNrAQCj68vSmmz2FXkBvy8QQnfkTJc4qyX2/IlXkqfvDhgIKXh++S5MufUN/OW93rUZF2fkC7GUYE+bB1sOdGr24xlSY/xakTN8pUVO/PysSZg6ojbmdnJHuuaO3gcIBwzWMCXbpEBkmFbtbsf6fR2aExIXjAyqQbD4W/6/C6fguSuPV1+TIkhq7Qq/vopd9rRq8OsiJy9aunJfktelK705FKezJhEVDvF+mEqGKd2M0O8uOgoXTx+GZy6fkZHHo7DCm4VQQeryBvDVR5eq38fbZE3esyaeTm8g4f5CRsRETr8Pk+Cw23DXBVMwbWQtZo6uS/nx+5LNZkOR0w5fIIR2j1/NJPUmw9TW48cP//0ZAOC2/61Jab2JngiY8iXDlOm9T0+7920cPyb8Gily2FFdYpxBmWpyxjCeVDd7NSICpsbKYtw4ZzzaevwYXpdcxyb57+PllXswd1K4BXpDhRsnDYotga0pK8LUsiI4HTb4gtGSvEORTFlNkl3x9CojDTMy1TmwNzq92r8jLl8i6h9Ext0oYNJv23H3BUdgzqSBaW/TMbCqGHddMCVm/SgDpt7Jj1kIUQL6SXk8yZ6F9gVC6JImMMmu+VBL8uzmb2ZVJa6sN3vIFJHh+NqjH2LK0CoA0UCpzB3+/4MtB03vL/ZuKnbZ4fGHUjpWiYhJbrk7P97oMxwvAQDe3xx+bouc9phg/3snj8GXpw3FiLrkyjpHDyhT22cfSLC3RyL+YEht+tBQWYxrDFqjxyP/fbiddjWAC5fVma8ZdKgb3moDpmTbiOuJMpQOTwCKouR0R3u5JK/C7cSXp6Xe2ZKIrEe8rymwafaYA2JPSI4ZUK6WEveGPuBiwNQ7LMkjSzBbOG4kpYBJyjB1xcmiyPxp7MNkBfvaPWppgAiUxFn9ZdsP4YG3NsbcJxhS0BGZBJ46oQEA0J7BgKmzANcwVZr8LsUuRzjjJ33IXTd7HMak0CHw0W9OU78WjRLStX5fB/xBBZXFTgyqLE58hziKpIBJXt9nRNT6B4Ih/PDfn+HH/1kJIL19xoBohikodYE0EgiG8NU/L8WXH3lf0+o9k0TA9KWjBuPz207HzSm0Ryci65K3QtHvC6kvyctEsGTE7LOHksOAiSxBv2A8XYpUU+UPhjRnfPULss1ES/IK789HTChFdzy5DOqeNzYY3D76nImNeTOVYfIGgmpDhExviJsupRc1eU9/ZwZmjKrFn74xzfB68VzLndNSXbMzZkA5fnT6BADA7xdu6NX+Y6v3hNvFTxlandY+IPLJCKfdjuZIl7pEjRsckczUxqZO/GfZLrXxRF15ep0Si112NQiL14hk0foD+GDLQXy87RDeWrff9Ha9IUpMywpwTR4RmZNLlEWnXUEfMNWVZa4r7KvXnoifzZuIt248Oe7+lZQYnz2yBG8KZ3znTDLfj0ieQPqC2pK8ZDf7VDNMBbgAQQSN7khpWKIzXeKN3mYLr0EBzPeUSJW8Z01ZGq1V882ssfV49oqZOGpYteH1olyit5sUjpK6Mi7fcSjtxxEBzqCq9LJL8gmI219egxc/De/RVZdkhklfpjI4zXHYbDa1LK+9x/y1uWF/tB3+2r2xrfH/9fFOfOPxD9HRi+6PXQXcxISIzMmNqvQnsvRrmCpLMvf+cNigSnz3pDEYnS97GVoYAyayhFQyTJOHVOHuC44wvE4OkLyB+Bmmdo8f/++vy/D3TXbN4klRHliIGaZ97eE1K2LSWqUrg9IvIvX6w9+XuBxSKVX6WQ1FUfD7BRvw8OLN0bPxRY682dwzE2uYSoocuP1Lh8dcLjat7W0gPkvaBLY3k/uNkQCiOs1SOH12bH3k8RIGTJEzsfoNetMN3IBoKUq850M+KWO0OfCPn1uJdzc248/vbEl7HKLpAwMmov7FJa3p9Afjr2HK5TpLMld4Mz4qSKlkmIBoWY9ehzc6YQqFlLhrmB57Zwve3XQQHx+w45f/XYN597+LVbvbCnYNExBtES4W7Jfq9oHQb/4pMkzFLkd0o9JelIEtWLMf97+5EXe/tg5bIpsJ50s5HpC5LnnfnDkSm38zT9P2VQSFvc0wVZW4MH1kuKuex5/eWpydLd14ccUeAOk3Wzjv6CGGl9cnKDdRy+d02aCBVem35xflfDsPdcdcFwopuOn5z/HI4s3qZd44z9vBXuzn1MWSPKJ+yW63QcRB+gyTvLby3KMG9+WwKAUMmMgSUg+YjC+XWwv7Qwq2NUcnUD26UrJ3NzWrXz+3fA/W7G3HZU9+rAYE8brkWZ2ot57QWIFLZgxXL9e3qu5R1zw51PvIC+ZTzZa8tnqf+vVHW1sAABXFhdnZx2G34fgx0WzQjpbwa9GRgbOLIrvzq5fXYF+bJ+X7z/98r/p1bzJM182O7ayXKMMkAkd9NuiEcfVGN0/KMcOrAURfU7LlOw7hHx/tUNfLAbElMjJ9h6tkeQNBLIm8p5S709uQkoisy6nrACqItZW/OOsw3HvRUX09LEpS4c74qKDEO+NrZM6kgRho0NlL3jzT6w/ilc/3qN/L1WaBYAirdrfF3F9u1Wy2D5PV6De3A6KTVpvNht+cdwQmDqwAEG3xLIiJpdtlVwPIFuk2qZQtNrV78Pzy3er3D0fO+Bd6+dLXjwsHpN85cTSA+JsyJ0tsLru3zYMrn16W8v1rpLVr8fbgSkSfoXQ77Tgy0rrejHgdySc3bLbevQ4OG1QJANjZEts5UL/xMhA/YEo3g3rvGxvU9x9mmIj6H/F5KJe2B0OK+l73paOG5E35OcViwESWINYw2WzAkp+cmvD25W4nlvzkVHVfIeFrj32ofr23zYMN+zvV70NSvVVLty+mzlivUDrOHD+mPiaLoA90KtQ1INosnCjJk9cwyUFpjz+ItzccSKq73Hubmw0vL6SW4kZuO2cylt70BZw8fgCAzARM8n5On+5oTfn+cpA0ZWh12uMo1TXr+PM3pyXcC8Rh0NGut00/RLAlN3bZ1tyFR9/Zgs8NTozEK2VMN8MkN5UYVpPc5r9EVDjEe5tckidn0rlPUn4rjBkfFTxRknfK+AEYmuRkw+mwx90TSN/+Wn4Ta0linUIhdckL6oJD/aRdlMXJb+772z1q57PwGqbwfQ7qyva+9cRHeHejcTAkExvgnjBWW3qVyY1w85HDbsNAqaFBZgKm3pV8ied8UFUxjh1Vm/bjnDqxQc0oPXDJ0WpQGI94Hcl/u/pMVarEOji5sctvX1+HO+avxf1vxu4vpm/zKwumuZCtO9Lw4bsnjY45kUNEhc+oMZJ4ry1xOVDk5JQ8nxX2qVsqGJubwpkgUWqUrFTKZ+SJkL65gV5tWZFmvxyr0z9P+nJD0WVMXog/7/531QXwJVLTh0MGJU7vbWrGSQkmy62RD47hdaU4v3KIWp63qakz3t0KzpShVdgaaXiRLjnDlA4RrJxzZO8WIA+pLsFLV5+Q0n2c6hqm6Gst0WsnEZFh2tjUiX99vBMXTR+mKa/V05fkySdT0i3JExmzE8fVswsWUT+kluRJ+zCJgInZpfxXODM+Kmh/irTyNepyFc/vv3JU0rtmy1kWEQiMrDPOZg2rKSmoSY++a4++oYU+w6QoiqZbWLHLDleczEgyGQ/5g0NufPC7i45MeN9CcusXD8elx4/Ey9ekFmjIinUnFv6zbFdK9xeT+8ocfIiL155cknfzFyf16jHlNUM/fm4lFEVRtxioLy/C6AFlmtt7dE1m5G0N9NnYZHFiRNS/GZXk7WkNr6vk+0L+Y8BElrJ6T3tKt58+shbLfjE7qdtqM0zhs8/jGow3e5sQaYJQKH559mGa72NL8iIZpshZf/3i+WJX/L2S9DubGxEleVUlLnzvlDGoLSvCjXPG44zJgxL/AgWkpqwIt55zOCYPSb9sSx+g/vDfn6V0/905/BAXryPR3e8HXxiHyl52SqzQNVno8gXV9Ux/+sZUPPS1YzTXe3UZJrnpTNoZpkjA1NvfhYisyagk77+fhRtPsUw3/zFgorwnt6kW3a5SkSgT1FAR3qMlZLCGqbHSeM+YW8+J3XjUyr5+3AjUS+2eY5s+hCd5T76/DcGQgq0Hu2Ku19/nka9HJ6Gvrdpn2HVQJs7AV5e4MGZAOZb9Yjau+UJsW2pKrDcleR0eP5ZuCbffPn5MXaaGlDR1DVMkODfqdpkqfVe6Do9fXc9U7nahsUL7M/QleSKABKJnhFPhD4bUfd5ykbUjotwTpe5ySd7eyImh0yY25GRMlDwGTJT3uqX9kfRngjOhPrKppZxhao6sYaotK8KXRgRx+qQGzeJ3ffcvq7PZbJqsmT5bNLQmumno/naPumeQ8OPTJ2g28v3R6RNwxuRB+EEk4Nl8oAtn/3GJ2i1vT2sPlm45qHkMfclSPpY8TmgMP0e9bUKQbUYlkMl0KgTCrfODIQXlbidGDzDOsGaT/rU3qKr3AZP+eHV4AuhQN5F1xHSJPNTtV7PMH21twdl/XKJet25fu6bbXjIWrz8AIBzIVhZ410ciMibKjeUOvGKtZlWa+91R32HARHlPnJktctgxqr4swa1TJ9Y4yXXFYrJUW1aE0wYreOCrR8WU9RQauaGGvunDmZMHql8Hggq265oS1JQVaSa6ooRPX9IogqLj73oLF/95KUb+9BWs3NUKINr0IZ9ruR/95jRccMxQvHjVrFwPJS6jgD5e5zeZ+ADP1cRev36uMQMZJn3w3dLlUzPXFW5XzPVtPX5M/fVC7GzpxkV/+kBzXUgBdqW4lnL5jkMAgC9OGVww2xEQUWpEt85OqaGNWBfMUt38x3duynvd0pngbKgxCJhESV6d1DDikhnhDUanjajJyjhyTQ6S9JM6p8OuBoz+UAgrDcrr5JI80XRAv4eSUWey7z0V3lhVzTDl8Zm24XWluPeiIzG+Mb/XsIkyU5lR90IjotlCRY4+wPXt+itLMh+4ifVRQPR95a0bT8ZfLpuuyUad+NtFhvdPZtsB2aHI7UeYNJEhosJXFXkvk7fKEJ1nGTDlPwZMlPdE+UtvyuDinS2viUzQNRmmLlGSF30TO21iA/539Qn46/87Nu1x5LMiKcNktMeUK9JG3RcIqVmhIdUlahc7+T7FRSJg0n4IGAVMe9o8UBRF0/SBemegQRnboSQn+SLDlKsNgx267GaqWwkkQ6xJKnbZ1ZMDoweU49QJDfjpmRMT3v9QV2p7g4n3k5okO3YSUeGpinwe3vryWjy1dDv8wZCa+S/0DdoLAQMmymvr93XgR/9ZCaB3GaaFN55sel1NaXgSEzLokldXFj1Tb7PZcMTQqpgF5IVCk2EyCJjEZfvbPfD4Q7DbgLd/dArOP2Zo5P5yhin8tT5QberwGq6l8fhD8AXDJVIMmHrPKGA6mHTAlLuW4kDsa8/dyz2ljLyxeh8A7d+38M2ZI7HtrrMMO2TOndQIAGjpTj7D1NzpxYI1+wEAtaUMmIj6K1E94Q8q+OWLqzR7zTFgyn8MmCivXfznD9SNS3sTqDToumDJm87q1zD5AiG1Q5ecYSp0RVLAY9QiXAREuw6Fz87Xl7s1pXvyfUpMMkwtXT7DtTSiRMFht6mbjFL6jCbm+9s9BreM9e7GZgC5+wDXB8yZ2iD6WzNHqF9/titcUip3htT7hnR7QbxXJJutA4Cbnv9c/ZoZJqL+K6Dbw0187skbv1P+4hGivCavuyjLYGe6IdXRrm9igi7ey8T6BIfdpqbQ+wM5Q2TUoU50wRMBkz6LIWeoRJc2/aS7rccf02HMabepHxyVxc687I5nNXa7Da9ddyKeu3ImLpoWzgDub0suYHp55V4AsR/ufWVAuTbrU5ShicTPzjoMvz53suayunLjbQOA2HVgz1w+A9WRQPRQChmm9zY1q18PriqJc0siKmT+oHY/QvG515ttIKjv8CiRZehb/6Zq9IBoh73Dh1ThjetPwts/OkXafTv8Zvaj/3wW+V6BPc5mrIVGv4+SniiVEh3C9N3L5O5mJZGASd/Oud3jR7dXm2EKhBQ0R0ogC7XcMRcmDqzE1BG16nHa35E4YJLLJU8cV5+1scVTLwUqbqc9YwG02+nAF6cM1v6sOBmmAVJW+qdnTsTxY+pRFnk961/D8VRHMmZXnDQaw9n0gajf+u6JozTfi82smV2yBh4lsozeBkwPfe0YlBU5MLy2FD+fdxjGN1ZgRF2ZGhSJkjxRktTfFCUofRIBlcjAVetKp5yaDFP4tjabDadMGKBe3tbjR5PU+EEEYTsj+zplMotIYSJTYtRwQ88nnQE984hBWRtTPPXl2oApk/Qd9+K1LD9sULQTonhvKI0E9N0mLdq3H+zC0x9u1zzXorz3q8cOT2/QRFQQ9F0yxRomVz86MWtlDJgor9VIQVJ1Se/q/ycOrMTq28/AOz8+VVNO5oicwRabbw+OXHfe0UN69fOspsgR/01bBERm2SA5wyRvnPqXS6erpVDtPQH89PmV6nViMi/K/EryfENYK6qNNDZIprObxx8NmEoMNr/tC3LWx53hMeizVfH+xkuLnLjipNGoKXXh3MjtRMa0x2e8ce0FD3+An7+wCr9bsAEAEAiG1BLUXDXRIKL8JBrsMMNkDTxKhGBIwd+XblebK+STGmnxeiCUnTUVaklepBxJtDX++nGxi74LWaKSPLHR54b94deJvtxObvogB0w2m009jtsPdmHLgeimt7WRyfHOSJlftvba6s9qIo1LDnbFzzB1+wL48iPvAwDsttjNi/uK3PQh0xkmAJgytAoAcM+Xj8ToAbGd8GQ/PXMiPr15rrrmUbzmO70BLNvegh5fNNPU4fGrJxNW72lTbyewCxYRydrVgIkZJitgwET4x0c78IsXV2H2797O9VBi+EPRM95dXuOzur3l0JXkdeZ4H5pcSVSSJwIlQR8wyftYuezaxxKT4I1SUP7Ut49V2zq/tGIPAKDE1b+e874gnuNEm60+/u5W9RgXuxw5a74hd1bMVMMH2dPfmYEF15+EC6cOTXhb/XMgsm5Lt7Tggoc/wO0vr1GvW7evI+b+omlNaZEj4QkJIip83xonn2QRJXl8b7ACHiXCh1tbcj0EUz0+aU3F5IFZ+RliHhMMKVAURT0r3N8CpuG18Rek6wMk/UbCDRVuHD28GseOqo1ZK6L/HgAmDKxAna7NMjNMmae2wu724+7X1uGTbcZ/7yt3t6lfF+eoHA/Q/t35dF2lMvP4LoxrrEh8QwP617zYXwkAth/sVr8WXfT+8dEOALEd94iofzqmXsGExnBmWwRMzDBZQ/+aEZIho41E84Unsrj6D189GsePzU7XLrstmmHyBkLwR9op97f9gE4/fCCuPnUsjhxWbXh9UFcSqQ9u7HYbnr/yeACxZ+aNNqOtL3OjTtelTB+UUe/VlLrgsNsQDCl4ePFmPLx4M7bddVbM7UTjDSC68XAuyMGaKAPNF/o1dnKb4L2tPerXh7r8WLy+CX9+ZwsA4KLpw/pmgESU98RJoXauYbKU/jUjJEP5Gi8piqJucjpjVG3Wfo4oyQtJ2SWbLdyxLRjMThlgPrLbbfjh6RNMr9evIbMblGyZlXFVGuxnZbfb1IYEAkvyMs/psGNCYwXW7G2Pezt51/lcZphk2cgw9YY+oG/r8eP9Tc0oKXLgueW71Ms7vQG18QMAnJClkz1EZD3ifUS0FWeXPGvg7ISgIDoR9gVCCdey9BV/UFGzGtmcwMlrmP76/jYA4eyS3W5DMPntVgqePsPkTeHsv1l5oz7DxJK87Jg6oiZhwCQ+vIHE69n6iiPPNjE2yoB+84mPDBvSyBnqcQ3plQASUeER6zSbO8OluyzJs4b8+FSknAoEox/2IkWcD3qkvU6y2eJYTMr2tXvwx7c2AYgNDihWKs+QWcmBfg3TAK71yIpzk2iR3yE1VTHKHvalOZMaAQA3f3FSTsehV10au7WBWfdO0fnxq8cOY7t8IlKJz71tB8MdY9kQxhqYYSIclLpntff4NRtH5pI3EjBlu8WxyDDJJUnHZrEEsBCMbyzHuUcNTvv+o+vLAEQbEghHDKnq1bjI2DHDq+Ne363bVyjXiZ27L5iCq0/tNl1PlytVJS6Mqi/D1uYu09u4nXZ4AyHsbAmvaTp8MF/TRBQlPvdaI100nSzJswSGtf2cNxDEKqk7Vpc3f2rQRIapJMstju0Gb1a/Oe+IrP28QvDG9Sdr2j8nQwRJ4xrK8cSl0wEgJjhnwJQdNpsNPzhtrOn18smC8O2zPaL4asuK8i5YEv741aNx+uGNptfrX8P9rdsmEcVXqXtPYNMHa+BR6ueWbGzWrEXJp0XWasCU5XIW/dmdy08chcGRjSopc174/izM/8GJWHDDyRhpkGG6/+Kj+MGRRf/vhFHq137d37nHrz1RUsrmG6YmD6nCg5ccY3r9qMhrWzBqeEJE/Ze+jDdXm4RTajg76efkfUSA/Grj2+MLT+Ky3bFLv17DqAU29V5VqQuTBldqLpMX0esn7ZRZ8t+R/rn2+LV/91xzE1+8wF6/nxkzTEQkO+fIQZrvndy41hIsc5TuuOMOHH/88SgtLUV1dXWuh1Mwdkt7hwDhM8+KouBH//4MN/7rM3gDuZvEyiV52eSwM2BKxrQRNQCAE8dlrkWyXGo5qr48Y49LsdxOu1pq1xMTMOkyTAyYEvrLZdMNL6+VOj867TYMr4u/ITQR9S91ZUW44uTR6vdsMWUNljn15fP58OUvfxkzZ87E448/nuvhFIQHF23CuxubNZdd849P8f9mjcK/l4X3FNl2sAv/+d7MrK4hMuPpo5I8fcBUyYDJ0CPfmIqXVuzB+Ul0XEvF/64+ARubOthoI8tsNhtKXA50+4Lw+LQZJX2LeGaYEqsx6Jg3bUSNpgTv+LH1aKgo7sthEZEFTBwY3WrgQIcnhyOhZFkmw3Tbbbfh+uuvxxFHcDF+pvzf6+vVr0Wby7YeP36/MLrh4rLth/Dyyr19PjYA6IlM6oqdLMnLB/Xlbnz7hFGoKYudKPbGEUOrcP4xQzP6mGRMZGuZYeo9oxb4T317hub9Y3gt10ISUayzp0S7zLb3BOLckvKFZTJM6fB6vfB6ver37e3hjRv9fj/8/tzuNyR+fq7HIQypKda0F5c9v3wnzpg0oM/G4vUH8Y2/fIJtB8P7mLidtuw+TyHtZPGwxrKY45Mvx4nM8Vgl5o5sSNvR44XfH818dHmif/suhw2XzRyeteexUI5TQ5kTFxwzGM8t3wMAOO/owXDaQih1RU/ANJQXWfb3LJTjVOh4nKxDPlYu6bxsuyf3c9L+LNnnvqADpjvvvBO33XZbzOVvvPEGSkvzo658wYIFOfm54Qqc6OH3d7bCLOG4a28T5s+f3xfDAgCsarHh053RM9xtLQey+vMPegDxXBxRE8LStxfG3CZXx4lSx2Nlzud1ALDhnSXvYbfUf2N5sw2AA2MrQ7hiYgirli7GqiyPpRCO05gAIN47Bnp2Yv78HeiWLju4fT3mz1+Xq+FlRCEcp/6Ax8k6oscq/D7R0tHdp3Ms0uru7k7qdjkNmH7605/i7rvvjnubtWvXYuLEiWk9/k033YQbbrhB/b69vR3Dhg3D3LlzUVlZGeee2ef3+7FgwQLMmTMHLlffl4Ad7PQCH76tfj900ECsbW0yvG1ldS3mzTu2r4YG55r9wPrP1O9HDh2CefOyV4p5qNuH2z9dDAAYM1z7s3J9nCh5PFaJPbD5PTR7unDM9BmYNaZOvbx7+W5g42oMaWzAuV80b5mdCYV2nKYd14r2Hj9OHh/Nwo85uhXvbGjG904erWb1rKbQjlOh4nGyDv2xuvaDNwAA3pAd8+adnuPR9V+i+iyRnAZMN954Iy699NK4txk9enTc6+Nxu91wu2PrzF0uV968seRqLN0Br+Z7d5xOdP6Qoo6xtduHT3e24qRxA2KaJWRKh1e7AL2s2JnV56ihKvrYHd6g4c/Kp9cMxcdjZU78nSuwa54j0fOhpCi7f2uyQjlOx46OLVc+dvQAw8utqFCOU6HjcbIOcazOP3oInv90Ny4/cTSPXQ4l+9znNGAaMGAABgwojA8Vq2n3aBcZFsXZV0Tem+mCh9/H5gNd+OXZk/BtaSPMTNKvpao26EaVLeyQR4VM/J3ru+KJ74td1syGEBFZzW/OPwIXTR+GqZEtOyi/WebTcceOHVixYgV27NiBYDCIFStWYMWKFejs7Mz10Cypw6Nd5FYUp2xEDpg2H+gCALy8ck92BgbgQIc2+1VTmv0g5uGvHYPpI2tw49zxWf9ZRLki/s59QW3AJLrkZXuTaCIiCit2OXDc6Dq44pywpvxhmaYPN998M/7617+q3x999NEAgEWLFuGUU07J0aisq1PKML3w/ePx/PLdMbcpK3KgyxeMORsNAI4M78u0qakT33riIwyqKsa2g12a66pLsp9hOvOIQTjziEGJb0hkYUWRFv0+3d90t48BExERkRnLhLVPPvkkFEWJ+cdgKT1ignTiuHocPbzGMMMkytP0Z6OB2L2LeusPb27E7tYefLL9EJo79SV5LJMjygRRkqcPmDoiJ1Aqii1zDo2IiKjPWCZgoszqjpTgiA0qjcIfsWO9fnIFAPYMv3L2tWt3uq6VNkcNKZn9WUT9lejY5pdOgnR6A3hq6XYADJiIiIiMMGDqp3p84TPKpUXhCZK+DA6ITp4MA6YMZ5gq3NqJ2tiGcgytKQEALogkyhB1DZP0N/3w4k3q1xXFzOYSERHp8XRiP9XjC0+YSiIZppKi2JeCKMnr8QexZk87DhtUoV6X6ZbinV5t176hNSX4y6XT0ekNYEBFbGt4IkqdyxH+u5XLbLc2R0+WMMNEREQUixmmfqDD48fG/R2ay7r9kQxTZJH3j+ZOwJmTB2rWCw2vLVW/nveHd/HsxzvV720ZzjDpA6aGimKUuZ1orCzO6M8h6s9Ehklu5FIqnSxhhomIiCgWA6Z+4EsPvIc5v38Hn+1sVS/r8WnXMA2vK8XDX5+Kb80cqd5GzigBwAOLoqU7md6ztksXMNWX993eS0T9RZEjtkue3PAlS3tRExERWRoDpn5gS6Tk5r+fRfdOEl3y9KV4J0+IbiQ8eUiV5jpxHyDza5j0GSY32xsTZZx+DdNTH2zDMx/uUK+vK2P5KxERkR4Dpn6k2xcNSkSGqcSlfQkcM7wGj31zGm7/0uGYNKhSc50c1GQ7YCKizBMB0xPvbQUA/PKl1ep1I+tKMWlwpeH9iIiI+jOu8O1HtjV3q19367rkyWZPalS/LnLa1bPRchlPJkt39rV54PGHH3vm6Dqs3tOGs7iJLFHGNXd61a/1ZbDfO3lMXw+HiIjIEhgwFbiA1A3rgy0H0dbjR1WJC4e6/QCinfDMVBY7YzaSBTLbJe/tDU0Awu3Dn/7ODPiCIRSzJI8o484+YpBagufVbRfAhg9ERETGWJJXwIIhBec88J7msuXbDwEADnSEzzQ3VMZfs6BfxyRksiRv7d5wB7/R9WWw220Mloiy5Pix9erX8ua1AFDOluJERESGGDAVsPX7OrBmb7vmshU7W/Hsxzuwu7UHADCgPEHANNgkYMpQhmnNnnY8+f42AECZmxM2omwrccV2ygOAcv79ERERGeInZAFToMRc1tThwf1vblS/r08QMDWaZKAyVZH30ord6tdiE10iyh6Xw4Yef2yGiZvWEhERGWOGqYB5/MGYy/7x0U7N94mClFqTNsOZKsmTm06UMWAiyjrRKc8f1J5QYYaJiIjIGAOmAtbS5e/1Y5iddc7UEqZSKUjS7wlFRJnncmj3YhK4homIiMgYA6YCdvnfPol7fTKd7szWFSmx1X5pKXVHAyZx5puIskcNmHQleWU8YUFERGSIM9QCpSQR0Tx52fSEt5k8pBLDa0tjLg+EMhMxyRmmUIYek4jMuRzhEyX6NUyZ3CqAiIiokDBgKlD6s8d3nn9EzG1OHDcg4eO4nQ68eePJMZdnKrixITpJy1QQRkTmipzhkxT6gImIiIiMMWAqUD0+bcOH0yY2aL53pnA2WZTwyAKhzEy2glKQxAwTUfYVSRmmikjJ7VWnjsnlkIiIiPIaA6YC1S0FTBccMxQNFdpud3/7f8em9HhzJzVqvs/UyemgVDp41pRBmXlQIjIVbfqgqFndi6cPz+WQiIiI8hoDpgIlB0y3f+lw2Gw2dU+lX587GcePrU/p8b5z4mjN98EMZ5iOHVWLwdUlGXlMIjInAiZ/MKSW7rLhChERkTm2RSpQoiRvYGWx2unuv1efgKVbDmLeEalncopd2glVMEPVcyJgqil1ZeYBiSguVyQ48viD6t+fUdktERERhTFgKlDdvgAAbRe6xspifOmoIWk9XolLu6lspjJMoUhJHjt0EfUNsYap0xuIXsYMExERkSl+Shaobn84wyTvc9QbxTEBU2ZSTOJx7JnaCZeI4hLZpBc/3Q0AKHc7UcyAiYiIyBQ/JQtUtzcSMLkyk0QsKcpuwMQME1HfEAHTZ7vaAACnHz4QTpbkERERmeKnZIESJXn6QCddsSV5mQmYWJJH1Lf05XeTh1TmaCRERETWwICpQPWIkrwMBUyZKsnTb5Yp2ho7WJJH1Cf0DR4aK4tzNBIiIiJrYMBUoERb8UxlmPQZIHn/pGS98OkuHH7L63jgrY3qZSGW5BH1KdH0QWDAREREFB8DpgKgKAquevr/t3fn0VFX9//HXzNZJguZhJCQBUIElH35Kpb80n5BLBTCl1Ys/alVTjGtYlGsti6l1irIaSsqXzyn/VqXWpcW9x7BX/26NIgsKoKyypYSGvYAsmQh62Ryf3+Q+SRDMoHWZD75JM/HOZwzcz93Jnd45xPy4t7P/WzSna9ulmkMMoHA1F4zTJL0l5vG6poxfSVJ9f/GvuI/e22r6uobtPTTA1ZbYMLJTWACwqLlDJMnRE8AACARmLqE8up6/e8XJXpryxEdOl0tSapuvIYpPrr9do4fd0mqrrk8S5JUV//vbyt+tLzGehyYqWJJHhAeUedcw9Q7gRkmAADawn2YuoBav996vOd4hbKS41TZzkvyAjyNv2zV/guB6Vh5jcqrfUFt1XV+vb/jqJ77qFgSS/KAcGk+w9QrPpp7MAEAcB4Epi6g+WzPnmNn9M0haarugCV5UtPmD7X1/vP0bJLz2w9atC3+e6H+1BiWJAITEC7Nr2Hi+iUAAM6P/1rsApoHpiOlZ5fkNW0r3r6ZODDDVOO7sBmmULvpNQ9LEoEJCJfmM0wXpcTZOBIAAJyBwNQF1DXbqvtwaY2MMXp/xzFJUlxUOy/JiwosybuwGaZzl+KF4uYaJiAsmi/BG5OdbONIAABwBgJTF9B8hmnFrmP6f1uPdNjXiok8G8B8fnNB92I6XVV3Qe8bwXciEBbNZ5iyk5lhAgDgfPg1tQs4dwOG//77P6zHA1Lj2/VrBWaYzn7d888yvfb5waDno/smKm94eot+7JIHhEd0s8DU3pvCAADQFRGYuoBzt/g+cKpKkjTukhRd2q9nu34tT2TTL1i157mO6Vh5jZ5e/c+gtsS4aP1h5mUt+nIfJiA8oiKbzjUCEwAA50dg6gJC3RPp2sZ7JrWnCLdLUY27bNWcZ4Zp34nKFm2JsVFyu13qkxQb1B5JYALCovmSvPbeRRMAgK6IwNQFhLonUmJsVId8vcAs0/lmmKp8LQNVUuOYXr3l/2j2uP5WOzNMQHgEBaYo7iwBAMD5EJi6gFDXEnk7LDCd/bapqmt7hqmmleOBEJeVHBc0A8Y1TEB4NJ/NZUkeAADnR2DqAu58dUur7R01wxS4ee1//W6tVuw8FnTMGKNn1/5Ta/7xZauBqvmYkuOjm17XISMFcK7mm1uyJA8AgPMjMHVhHbckr+nb5uY/fx507LN9p/Xr/92lWc9tUHXjkrzm/6OdmuCxHjefAauqre+QsQII5m9oWkob2873aQMAoCsiMDmcz9/6dUQul+SN6ZjrE9paxnPiTK31uKrubAhK88ZYbc0fN7+W4kzthd0IF8BX4/M3TTFx7SAAAOdHYHK4smpfq+0DUuIV2UF3g42PDh3E4j1Nx55dWyxJSvM2zSplJMa0eI0kVTLDBIRFBCEJAIB/CVskOVxpVeuBaXhmYod9zbZmmIxp+t/r4xW1Lfo3n2Fq7gyBCQiLiUN76/LsnhqT3b73aAMAoKsiMDlc8xmmZ2ddbl1TlHnOfY7aU7wnODAZY+Rq3OWutS3OI91uXXd5lpLiokKGrQoCExAWnsgI/fXWr9s9DAAAHIPA5HDljYFpRB+v+iY3haSO2vBBkhWOAo6V1yq9caldazfRPV5Rqxd/NLbV97ru8iy99vlB3X7lxe0/UAAAAOArIjA5XGl1naSzAan5tUUdGZjOvb/SzpIyKzC1NsP0i6lDQr7Xou+N1C//a6gS4zpuvAAAAMC/i00fHK6s8RqmpNhoJTTbFe/cZXPtKbBdeMDOI+XW43NnmO6dMlhXDEoN+V4ul4uwBAAAgE6LwORwpY1L8ryxUUE71LldHbcTVovAVNIUmGrrg4+l9vAIAAAAcCoCk8MFNn1IiosKuq9RR24dfO4sUvMZpnOX5I3o03G79QEAAAAdjcDkcEdKqyU1XbM0PNMrt0v6xsCUDvuaC6cPV3SkW7eMHyBJ2neyytoWPBCmLu2XpD/deLmGZXo7bBwAAABAR2PTB4cyxmjWcxu0ds8JSZI35mxgWj73G6qtb1APT8eVdkx2sr5YMFmeyAi9uemwTpyp1T+/PKNRfZOsJXmj+yZp4tC0DhsDAAAAEA7MMDlURW29FZYkKbtXnCQpKsLdoWEpwBN5dlMJb+NGEzW+szNLgRkmTxTfWgAAAHA+fqt1iE+KTuinr27W6cqz24iXN7thrSR9fWAvO4ZlXTfl858NSoFrmAKBCgAAAHAyluQ5xA3Prpd0NqA8ds1olVfXW8cGpfVocTPZcImMOPt1rcDkCwQmsjgAAACcj99qHWbfyUpJUnlN0wzTkmv/w6bRNJ9hMpKkyrqzQS4+mhkmAAAAOB+ByWHM2VxibSd+ab8kW7fujj5nSV5gt7weMdyMFgAAAM5HYHKYxrxkXcPktTmYNF+Sd+h0lVYVfilJYdl4AgAAAOhoBCaHMY1TTKerzm7+kBBjbzBpviTvvje/sNrtHhcAAADQHghMDtPQOMW0ofi0JGlIeoKNo2kKTPX+Bu0/WWW1M8MEAACAroDA5ACBWSWpaUne9sNlkqRcm7YTD4hqtiTPG9sUknowwwQAAIAugMDkAIGbwkqydn0I7EaXFBdtx5AsgRmmLytqleBpup4qgRkmAAAAdAEEJgcIhCNJ8hsjY4yq6vySpPhoe4NJpPvsDNPvVhZZG0BIzDABAACgayAwdXINDUaL3t1tPa/3G1X7/PI3XswUa/P9jmr9TbNfa/eckCRdOThVcTYHOQAAAKA9EJg6uZfW79dfNx6ynvv8Dbrqfz62nsfZHJjq6htatH17VKYNIwEAAADaH9MAndy7248GPd/7ZWXQ88A1RHapbSUw2T3rBQAAALQXZpg6uZQeHruH0KZan79FG4EJAAAAXYUjAtO+fft00003qX///oqNjdXAgQM1f/581dXV2T20DneyslaSNLZ/ss0jaV2dv5UZpigCEwAAALoGRyzJ2717txoaGvT000/r4osv1vbt2zV79mxVVlZq8eLFdg+vQ5WU1UiS8oana0PxKZtH01Ktr2Vgsvu6KgAAAKC9OCIw5eXlKS8vz3o+YMAAFRYW6sknn+zSgckYo6ONgalvz1ibR9O62vqWS/Kyk+NtGAkAAADQ/hwRmFpTVlam5OS2l6nV1taqtrbWel5eXi5J8vl88vl8HTq+8wl8/bbGUV7ts+63lJ7Q8ga1i783wvbP0Zq4qLY/l5NcSJ3QOVArZ6BOzkCdnIE6OQe16pwutB4uY4zp4LG0u6KiIo0ZM0aLFy/W7NmzQ/ZbsGCBHnrooRbtL7/8suLi4jpyiO3i5SK31n/pVnyk0d0j/Vq4uSnfzhni19Ce9pduf4X09O4I5aYZrS1xKTfN6LsXtVymBwAAAHQmVVVVuuGGG1RWViav1xuyn62B6Re/+IUeeeSRNvvs2rVLQ4YMsZ4fPnxYV1xxhSZMmKBnn322zde2NsOUlZWlEydOtPmXEg4+n08FBQX61re+paioqBbHT5ypVe4jqyVJl2cnack1ozR+8Rrr+LYHJnaa3eiMMXK5XPL5G2zf5ry9na9O6DyolTNQJ2egTs5AnZyDWnVO5eXlSklJOW9gsnVJ3t133638/Pw2+wwYMMB6fOTIEV155ZX6+te/rmeeeea87+/xeOTxtNyWOyoqqtN8s4YaS1V9U9D77YxRivE09ZmVmy1vfExYxvev6CR/pR2iM33PoG3UyhmokzNQJ2egTs5BrTqXC62FrYEpNTVVqampF9T38OHDuvLKKzVmzBg9//zzcru71kzGuaobr11K83o0KC1BpyubtlCP9zj20jMAAADAURzxm/fhw4c1YcIEZWdna/Hixfryyy+tY+np6TaOrOPUNN4QNnBPo4gIl3XM1eorAAAAALQ3RwSmgoICFRUVqaioSH379g065sA9Ky5IdWNgimkMTFHNZtTcLiITAAAAEA6OWNeWn58vY0yrf7qqwJK8wMYOEe5mM0zkJQAAACAsHBGYuqPqc5bkRQYFJhITAAAAEA4Epk7q3GuY3G6uYQIAAADCjcDUSQWW5MW0cq8lrmECAAAAwoPA1ElV+xokNc0wNecmLwEAAABhQWDqpKrr6iWFCEwkJgAAACAsCEyd1LbDZZKknvHRNo8EAAAA6L4ITJ1Qjc+vtXtOSJKuGp3Z4jjXMAEAAADhQWDqhAqPVsjfYJQcH62BqfEtjpOXAAAAgPAgMHVChUcrJEnDMryt3nOphycy3EMCAAAAuiV+8+6EDpVWS5L69YoLav/VtKFas+eE/u+YvnYMCwAAAOh2CEydyLZDpfr5X7epvNonSeqTFBt0/OZxA3TzuAF2DA0AAADolghMncSG4lO69ul1QW2ZSTE2jQYAAACAxDVMnca5YUmSBqUl2DASAAAAAAEEpk6qV3y0hmcm2j0MAAAAoFsjMHUC/gbToi0mKsKGkQAAAABojsDUCZyqrLN7CAAAAABaQWDqBErKzm4jntIj2mrj5rQAAACA/QhMNnvk/X/oqv/5WJI0um+S1e4mMQEAAAC2IzDZoK6+QR/vPamVR1x69qN9Vvs3h/a2HpOXAAAAAPtxHyYbVPv8yn9ho6TgjR2abyPODBMAAABgP2aYbOCNiVSEu2UgGpjaw3pMXAIAAADsR2CygcvlkjemaXIvwu3SPZMHKTk+WnOuGChJeuDbw+waHgAAAIBGLMmzSVJslE5X+SRJS64dren/0UeSNC9vsG69YqAS46LsHB4AAAAAMcNkmx7NZpiGZ3qtxy6Xi7AEAAAAdBIEJpscOFVlPR6Q0qONngAAAADsQmCySUZirCQptUe03K1sAAEAAADAfgQmmyz67nCNSWnQX3+cY/dQAAAAAIRAYLLJ8EyvZl3SoMykWLuHAgAAACAEAhMAAAAAhEBgAgAAAIAQCEwAAAAAEAKBCQAAAABCIDABAAAAQAgEJgAAAAAIgcAEAAAAACEQmAAAAAAgBAITAAAAAIRAYAIAAACAEAhMAAAAABACgQkAAAAAQiAwAQAAAEAIBCYAAAAACIHABAAAAAAhEJgAAAAAIAQCEwAAAACEQGACAAAAgBAi7R5AOBljJEnl5eU2j0Ty+XyqqqpSeXm5oqKi7B4OQqBOzkGtnIE6OQN1cgbq5BzUqnMKZIJARgilWwWmiooKSVJWVpbNIwEAAADQGVRUVCgxMTHkcZc5X6TqQhoaGnTkyBElJCTI5XLZOpby8nJlZWXp4MGD8nq9to4FoVEn56BWzkCdnIE6OQN1cg5q1TkZY1RRUaHMzEy53aGvVOpWM0xut1t9+/a1exhBvF4vJ44DUCfnoFbOQJ2cgTo5A3VyDmrV+bQ1sxTApg8AAAAAEAKBCQAAAABCIDDZxOPxaP78+fJ4PHYPBW2gTs5BrZyBOjkDdXIG6uQc1MrZutWmDwAAAADwr2CGCQAAAABCIDABAAAAQAgEJgAAAAAIgcAEAAAAACEQmGzyxBNP6KKLLlJMTIxycnK0YcMGu4fUbTz88MP62te+poSEBPXu3VtXX321CgsLg/pMmDBBLpcr6M+cOXOC+hw4cEDTpk1TXFycevfurXvvvVf19fXh/Chd3oIFC1rUYciQIdbxmpoazZ07V7169VKPHj30ve99T8eOHQt6D+rU8S666KIWdXK5XJo7d64kzie7rFmzRt/5zneUmZkpl8ul5cuXBx03xujBBx9URkaGYmNjNWnSJO3Zsyeoz6lTpzRz5kx5vV4lJSXppptu0pkzZ4L6bNu2TePGjVNMTIyysrL06KOPdvRH61LaqpPP59O8efM0cuRIxcfHKzMzU7NmzdKRI0eC3qO1c3DRokVBfajTV3e+cyo/P79FHfLy8oL6cE45E4HJBq+99pruuusuzZ8/X5s2bdLo0aM1ZcoUHT9+3O6hdQurV6/W3Llz9emnn6qgoEA+n0+TJ09WZWVlUL/Zs2erpKTE+tP8B5bf79e0adNUV1enTz75RC+++KJeeOEFPfjgg+H+OF3e8OHDg+rw0UcfWcd+9rOf6W9/+5veeOMNrV69WkeOHNGMGTOs49QpPD777LOgGhUUFEiSrrnmGqsP51P4VVZWavTo0XriiSdaPf7oo4/qd7/7nZ566imtX79e8fHxmjJlimpqaqw+M2fO1I4dO1RQUKC3335ba9as0S233GIdLy8v1+TJk5Wdna2NGzfqscce04IFC/TMM890+OfrKtqqU1VVlTZt2qQHHnhAmzZt0ptvvqnCwkJdddVVLfouXLgw6Bz7yU9+Yh2jTu3jfOeUJOXl5QXV4ZVXXgk6zjnlUAZhN3bsWDN37lzrud/vN5mZmebhhx+2cVTd1/Hjx40ks3r1aqvtiiuuMHfeeWfI17zzzjvG7Xabo0ePWm1PPvmk8Xq9pra2tiOH263Mnz/fjB49utVjpaWlJioqyrzxxhtW265du4wks27dOmMMdbLLnXfeaQYOHGgaGhqMMZxPnYEks2zZMut5Q0ODSU9PN4899pjVVlpaajwej3nllVeMMcbs3LnTSDKfffaZ1efdd981LpfLHD582BhjzB/+8AfTs2fPoDrNmzfPDB48uIM/Udd0bp1as2HDBiPJ7N+/32rLzs42jz/+eMjXUKf211qtbrzxRjN9+vSQr+Gcci5mmMKsrq5OGzdu1KRJk6w2t9utSZMmad26dTaOrPsqKyuTJCUnJwe1v/TSS0pJSdGIESN03333qaqqyjq2bt06jRw5UmlpaVbblClTVF5erh07doRn4N3Enj17lJmZqQEDBmjmzJk6cOCAJGnjxo3y+XxB59KQIUPUr18/61yiTuFXV1enpUuX6kc/+pFcLpfVzvnUuRQXF+vo0aNB509iYqJycnKCzp+kpCRdfvnlVp9JkybJ7XZr/fr1Vp/x48crOjra6jNlyhQVFhbq9OnTYfo03UtZWZlcLpeSkpKC2hctWqRevXrp0ksv1WOPPRa0pJU6hc+qVavUu3dvDR48WLfeeqtOnjxpHeOccq5IuwfQ3Zw4cUJ+vz/oFwNJSktL0+7du20aVffV0NCgn/70p/rGN76hESNGWO033HCDsrOzlZmZqW3btmnevHkqLCzUm2++KUk6evRoqzUMHEP7yMnJ0QsvvKDBgwerpKREDz30kMaNG6ft27fr6NGjio6ObvFLQ1pamlUD6hR+y5cvV2lpqfLz8602zqfOJ/D32trfe/Pzp3fv3kHHIyMjlZycHNSnf//+Ld4jcKxnz54dMv7uqqamRvPmzdP1118vr9drtd9xxx267LLLlJycrE8++UT33XefSkpKtGTJEknUKVzy8vI0Y8YM9e/fX3v37tUvf/lLTZ06VevWrVNERATnlIMRmNCtzZ07V9u3bw+6LkZS0HrikSNHKiMjQxMnTtTevXs1cODAcA+z25o6dar1eNSoUcrJyVF2drZef/11xcbG2jgyhPKnP/1JU6dOVWZmptXG+QR8dT6fT9dee62MMXryySeDjt11113W41GjRik6Olo//vGP9fDDD8vj8YR7qN3W97//fevxyJEjNWrUKA0cOFCrVq3SxIkTbRwZviqW5IVZSkqKIiIiWuzkdezYMaWnp9s0qu7p9ttv19tvv60PP/xQffv2bbNvTk6OJKmoqEiSlJ6e3moNA8fQMZKSkjRo0CAVFRUpPT1ddXV1Ki0tDerT/FyiTuG1f/9+rVixQjfffHOb/Tif7Bf4e23r36L09PQWmxHV19fr1KlTnGNhFghL+/fvV0FBQdDsUmtycnJUX1+vffv2SaJOdhkwYIBSUlKCftZxTjkTgSnMoqOjNWbMGH3wwQdWW0NDgz744APl5ubaOLLuwxij22+/XcuWLdPKlStbTH23ZsuWLZKkjIwMSVJubq6++OKLoB98gX/Ehg0b1iHjhnTmzBnt3btXGRkZGjNmjKKiooLOpcLCQh04cMA6l6hTeD3//PPq3bu3pk2b1mY/zif79e/fX+np6UHnT3l5udavXx90/pSWlmrjxo1Wn5UrV6qhocEKvbm5uVqzZo18Pp/Vp6CgQIMHD2bpUDsJhKU9e/ZoxYoV6tWr13lfs2XLFrndbmv5F3Wyx6FDh3Ty5Mmgn3WcUw5l964T3dGrr75qPB6PeeGFF8zOnTvNLbfcYpKSkoJ2iELHufXWW01iYqJZtWqVKSkpsf5UVVUZY4wpKioyCxcuNJ9//rkpLi42b731lhkwYIAZP3689R719fVmxIgRZvLkyWbLli3mvffeM6mpqea+++6z62N1SXfffbdZtWqVKS4uNh9//LGZNGmSSUlJMcePHzfGGDNnzhzTr18/s3LlSvP555+b3Nxck5uba72eOoWP3+83/fr1M/PmzQtq53yyT0VFhdm8ebPZvHmzkWSWLFliNm/ebO2utmjRIpOUlGTeeusts23bNjN9+nTTv39/U11dbb1HXl6eufTSS8369evNRx99ZC655BJz/fXXW8dLS0tNWlqa+cEPfmC2b99uXn31VRMXF2eefvrpsH9ep2qrTnV1deaqq64yffv2NVu2bAn6Nyuwi9onn3xiHn/8cbNlyxazd+9es3TpUpOammpmzZplfQ3q1D7aqlVFRYW55557zLp160xxcbFZsWKFueyyy8wll1xiampqrPfgnHImApNNfv/735t+/fqZ6OhoM3bsWPPpp5/aPaRuQ1Krf55//nljjDEHDhww48ePN8nJycbj8ZiLL77Y3HvvvaasrCzoffbt22emTp1qYmNjTUpKirn77ruNz+ez4RN1Xdddd53JyMgw0dHRpk+fPua6664zRUVF1vHq6mpz2223mZ49e5q4uDjz3e9+15SUlAS9B3UKj/fff99IMoWFhUHtnE/2+fDDD1v9WXfjjTcaY85uLf7AAw+YtLQ04/F4zMSJE1vU7+TJk+b66683PXr0MF6v1/zwhz80FRUVQX22bt1q/vM//9N4PB7Tp08fs2jRonB9xC6hrToVFxeH/Dfrww8/NMYYs3HjRpOTk2MSExNNTEyMGTp0qPntb38b9Eu6MdSpPbRVq6qqKjN58mSTmppqoqKiTHZ2tpk9e3aL/wznnHImlzHGhGEiCwAAAAAch2uYAAAAACAEAhMAAAAAhEBgAgAAAIAQCEwAAAAAEAKBCQAAAABCIDABAAAAQAgEJgAAAAAIgcAEAAAAACEQmAAA3Y7L5dLy5cvtHgYAwAEITAAAR8nPz9fVV19t9zAAAN0EgQkAAAAAQiAwAQAca8KECbrjjjv085//XMnJyUpPT9eCBQuC+uzZs0fjx49XTEyMhg0bpoKCghbvc/DgQV177bVKSkpScnKypk+frn379kmSdu/erbi4OL388stW/9dff12xsbHauXNnR348AEAnQGACADjaiy++qPj4eK1fv16PPvqoFi5caIWihoYGzZgxQ9HR0Vq/fr2eeuopzZs3L+j1Pp9PU6ZMUUJCgtauXauPP/5YPXr0UF5enurq6jRkyBAtXrxYt912mw4cOKBDhw5pzpw5euSRRzRs2DA7PjIAIIxcxhhj9yAAALhQ+fn5Ki0t1fLlyzVhwgT5/X6tXbvWOj527Fh985vf1KJFi/T3v/9d06ZN0/79+5WZmSlJeu+99zR16lQtW7ZMV199tZYuXapf//rX2rVrl1wulySprq5OSUlJWr58uSZPnixJ+va3v63y8nJFR0crIiJC7733ntUfANB1Rdo9AAAAvopRo0YFPc/IyNDx48clSbt27VJWVpYVliQpNzc3qP/WrVtVVFSkhISEoPaamhrt3bvXev7cc89p0KBBcrvd2rFjB2EJALoJAhMAwNGioqKCnrtcLjU0NFzw68+cOaMxY8bopZdeanEsNTXVerx161ZVVlbK7XarpKREGRkZ//6gAQCOQWACAHRZQ4cO1cGDB4MCzqeffhrU57LLLtNrr72m3r17y+v1tvo+p06dUn5+vu6//36VlJRo5syZ2rRpk2JjYzv8MwAA7MWmDwCALmvSpEkaNGiQbrzxRm3dulVr167V/fffH9Rn5syZSklJ0fTp07V27VoVFxdr1apVuuOOO3To0CFJ0pw5c5SVlaVf/epXWrJkifx+v+655x47PhIAIMwITACALsvtdmvZsmWqrq7W2LFjdfPNN+s3v/lNUJ+4uDitWbNG/fr104wZMzR06FDddNNNqqmpkdfr1Z///Ge98847+stf/qLIyEjFx8dr6dKl+uMf/6h3333Xpk8GAAgXdskDAAAAgBCYYQIAAACAEAhMAAAAABACgQkAAAAAQiAwAQAAAEAIBCYAAAAACIHABAAAAAAhEJgAAAAAIAQCEwAAAACEQGACAAAAgBAITAAAAAAQAoEJAAAAAEL4/4rhp3/DEcCcAAAAAElFTkSuQmCC", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "for fin_col in financial_columns:\n", - " plot_df_column(tesla_stock_df, fin_col)" + "tesla_stock_df.to_csv(f\"../../Data/TESLA data/2. Sentiment data/data with sentiment.csv\")" ] } ], From 564467456df79a3c28b16ac3ea00c6c3a4855a74 Mon Sep 17 00:00:00 2001 From: mega5800 Date: Sun, 26 Jul 2026 22:32:39 +0300 Subject: [PATCH 10/17] update LSTM notebook to new data folder structure and merge predictions into sentiment data --- .../predicting_close_LSTM.ipynb | 260 +++++++++++++----- 1 file changed, 185 insertions(+), 75 deletions(-) diff --git a/Code/2. Close Price Prediction/predicting_close_LSTM.ipynb b/Code/2. Close Price Prediction/predicting_close_LSTM.ipynb index 92c8f25..82dcd03 100644 --- a/Code/2. Close Price Prediction/predicting_close_LSTM.ipynb +++ b/Code/2. Close Price Prediction/predicting_close_LSTM.ipynb @@ -18,7 +18,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 3, "metadata": { "cellView": "form", "colab": { @@ -51,7 +51,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -148,14 +148,14 @@ "4 4 2013-06-07 6.802667 6.860000 6.446667 6.533333 160674000" ] }, - "execution_count": 2, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Load the TSLA data file\n", - "file_path = '../../Data/TESLA data/1. Raw data/PAPER_TSLA_data.csv'\n", + "file_path = '../../Data/TESLA data/1. Raw data/raw tsla data.csv'\n", "\n", "data_tsla = pd.read_csv(file_path)\n", "\n", @@ -171,7 +171,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 5, "metadata": { "id": "FUcYIRwMIVPV" }, @@ -225,7 +225,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -278,7 +278,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -306,7 +306,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -334,7 +334,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 9, "metadata": { "id": "KHo7IsI9ZknK" }, @@ -396,7 +396,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 10, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -506,7 +506,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 11, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -558,7 +558,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 12, "metadata": { "id": "6ynCp-tnJROi" }, @@ -625,7 +625,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 13, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -638,35 +638,32 @@ "name": "stdout", "output_type": "stream", "text": [ - "Epoch[1/50] | loss train:0.045863, val:0.015116 | lr:0.001000\n", - "Epoch[2/50] | loss train:0.014492, val:0.006445 | lr:0.001000\n", - "Epoch[3/50] | loss train:0.011713, val:0.013170 | lr:0.001000\n", - "Epoch[4/50] | loss train:0.009741, val:0.006958 | lr:0.001000\n", - "Epoch[5/50] | loss train:0.009374, val:0.010018 | lr:0.001000\n", - "Epoch[6/50] | loss train:0.009506, val:0.005668 | lr:0.001000\n", - "Epoch[7/50] | loss train:0.008677, val:0.009165 | lr:0.001000\n", - "Epoch[8/50] | loss train:0.007657, val:0.005652 | lr:0.001000\n", - "Epoch[9/50] | loss train:0.008300, val:0.003721 | lr:0.001000\n", - "Epoch[10/50] | loss train:0.007260, val:0.005535 | lr:0.001000\n", - "Epoch[11/50] | loss train:0.007122, val:0.006075 | lr:0.000100\n", - "Epoch[12/50] | loss train:0.006227, val:0.004700 | lr:0.000100\n", - "Epoch[13/50] | loss train:0.006682, val:0.003215 | lr:0.000100\n", - "Epoch[14/50] | loss train:0.005633, val:0.003298 | lr:0.000100\n", - "Epoch[15/50] | loss train:0.006166, val:0.004306 | lr:0.000100\n", - "Epoch[16/50] | loss train:0.006200, val:0.003860 | lr:0.000100\n", - "Epoch[17/50] | loss train:0.006303, val:0.008876 | lr:0.000100\n", - "Epoch[18/50] | loss train:0.005869, val:0.001826 | lr:0.000100\n", - "Epoch[19/50] | loss train:0.005828, val:0.005843 | lr:0.000100\n", - "Epoch[20/50] | loss train:0.006212, val:0.004086 | lr:0.000100\n", - "Epoch[21/50] | loss train:0.005683, val:0.007828 | lr:0.000010\n", - "Epoch[22/50] | loss train:0.005686, val:0.004555 | lr:0.000010\n", - "Epoch[23/50] | loss train:0.005515, val:0.005170 | lr:0.000010\n", - "Epoch[24/50] | loss train:0.005929, val:0.004279 | lr:0.000010\n", - "Epoch[25/50] | loss train:0.005737, val:0.004296 | lr:0.000010\n", - "Epoch[26/50] | loss train:0.005862, val:0.008777 | lr:0.000010\n", - "Epoch[27/50] | loss train:0.005422, val:0.002932 | lr:0.000010\n", - "Epoch[28/50] | loss train:0.005624, val:0.004302 | lr:0.000010\n", - "Early stopping triggered after 28 epochs.\n" + "Epoch[1/50] | loss train:0.057190, val:0.016452 | lr:0.001000\n", + "Epoch[2/50] | loss train:0.016588, val:0.009058 | lr:0.001000\n", + "Epoch[3/50] | loss train:0.012299, val:0.009045 | lr:0.001000\n", + "Epoch[4/50] | loss train:0.010893, val:0.006769 | lr:0.001000\n", + "Epoch[5/50] | loss train:0.011354, val:0.008313 | lr:0.001000\n", + "Epoch[6/50] | loss train:0.009526, val:0.009413 | lr:0.001000\n", + "Epoch[7/50] | loss train:0.009650, val:0.004881 | lr:0.001000\n", + "Epoch[8/50] | loss train:0.008555, val:0.005491 | lr:0.001000\n", + "Epoch[9/50] | loss train:0.007575, val:0.007104 | lr:0.001000\n", + "Epoch[10/50] | loss train:0.007156, val:0.006611 | lr:0.001000\n", + "Epoch[11/50] | loss train:0.007047, val:0.005909 | lr:0.000100\n", + "Epoch[12/50] | loss train:0.006792, val:0.006176 | lr:0.000100\n", + "Epoch[13/50] | loss train:0.006825, val:0.004221 | lr:0.000100\n", + "Epoch[14/50] | loss train:0.006835, val:0.005035 | lr:0.000100\n", + "Epoch[15/50] | loss train:0.006089, val:0.003165 | lr:0.000100\n", + "Epoch[16/50] | loss train:0.006458, val:0.005399 | lr:0.000100\n", + "Epoch[17/50] | loss train:0.006067, val:0.004336 | lr:0.000100\n", + "Epoch[18/50] | loss train:0.006683, val:0.004441 | lr:0.000100\n", + "Epoch[19/50] | loss train:0.006319, val:0.004188 | lr:0.000100\n", + "Epoch[20/50] | loss train:0.006017, val:0.008713 | lr:0.000100\n", + "Epoch[21/50] | loss train:0.006596, val:0.005629 | lr:0.000010\n", + "Epoch[22/50] | loss train:0.005929, val:0.003791 | lr:0.000010\n", + "Epoch[23/50] | loss train:0.006111, val:0.003242 | lr:0.000010\n", + "Epoch[24/50] | loss train:0.005994, val:0.004399 | lr:0.000010\n", + "Epoch[25/50] | loss train:0.006315, val:0.003186 | lr:0.000010\n", + "Early stopping triggered after 25 epochs.\n" ] } ], @@ -763,7 +760,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 14, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -777,14 +774,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "Train | RMSE: 0.4503 | MAE: 0.3312 | MAPE: 2.09%\n", - "Validation | RMSE: 0.8565 | MAE: 0.6326 | MAPE: 3.00%\n", - "Test (out-of-sample) | RMSE: 0.6821 | MAE: 0.4820 | MAPE: 2.60%\n" + "Train | RMSE: 0.4594 | MAE: 0.3381 | MAPE: 2.13%\n", + "Validation | RMSE: 0.8731 | MAE: 0.6467 | MAPE: 3.08%\n", + "Test (out-of-sample) | RMSE: 0.7028 | MAE: 0.5021 | MAPE: 2.70%\n" ] }, { "data": { - "image/png": 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", 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" ] @@ -859,7 +856,6 @@ "if config[\"plots\"][\"show_plots\"]:\n", "\n", " # prepare data for plotting, show predicted prices\n", - "\n", " to_plot_data_y_train_pred = np.zeros(num_data_points)\n", " to_plot_data_y_val_pred = np.zeros(num_data_points)\n", " to_plot_data_y_test_pred = np.zeros(num_data_points)\n", @@ -873,7 +869,6 @@ " to_plot_data_y_test_pred = np.where(to_plot_data_y_test_pred == 0, None, to_plot_data_y_test_pred)\n", "\n", " # plots\n", - "\n", " fig = figure(figsize=(25, 5), dpi=80)\n", " fig.patch.set_facecolor((1.0, 1.0, 1.0))\n", " plt.plot(data_date, data_close_price, label=\"Actual prices\", color=config[\"plots\"][\"color_actual\"])\n", @@ -915,17 +910,7 @@ "processed_data['Predicted_Close'] = np.nan\n", "processed_data.loc[window_size:sample_val_start + window_size - 1, 'Predicted_Close'] = pred_train_price.flatten()\n", "processed_data.loc[sample_val_start + window_size:sample_test_start + window_size - 1, 'Predicted_Close'] = pred_val_price.flatten()\n", - "processed_data.loc[sample_test_start + window_size:num_data_points, 'Predicted_Close'] = pred_test_price.flatten()\n", - "\n", - "\n", - "# Read the original processed_TSLA.csv\n", - "original_data = pd.read_csv('../../Data/TESLA data/2. Processed data/processed_PAPER_TSLA_data.csv')\n", - "\n", - "# Merge the original data with the predicted data based on the Date column\n", - "merged_data = pd.merge(original_data, processed_data[['Date', 'Predicted_Close']], on='Date', how='left')\n", - "\n", - "# Save to CSV\n", - "merged_data.to_csv('../../Data/TESLA data/2. Processed data/processed_PAPER_TSLA_data.csv', index=False)" + "processed_data.loc[sample_test_start + window_size:num_data_points, 'Predicted_Close'] = pred_test_price.flatten()" ] }, { @@ -944,12 +929,11 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ - "DATE_COLUMN_NAME = \"Date\"\n", - "TIMESTAMP = f\"{datetime.now().month:02}.{datetime.now().year}\"" + "DATE_COLUMN_NAME = \"Date\"" ] }, { @@ -961,26 +945,152 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 16, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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Unnamed: 0DateCloseHighLowOpenVolumeSentimentPredicted_Close
1481482014-01-0210.00666710.1653339.7700009.98666792826000010.413479
1491492014-01-039.97066710.1460009.90666710.00000070425000010.252491
1501502014-01-069.80000010.0266679.68266710.00000080416500010.313277
1511512014-01-079.95733310.0266679.6833339.84133375511500010.188887
1521522014-01-0810.08533310.2466679.9173339.92333392448000010.207972
\n", + "
" + ], + "text/plain": [ + " Unnamed: 0 Date Close High Low Open \\\n", + "148 148 2014-01-02 10.006667 10.165333 9.770000 9.986667 \n", + "149 149 2014-01-03 9.970667 10.146000 9.906667 10.000000 \n", + "150 150 2014-01-06 9.800000 10.026667 9.682667 10.000000 \n", + "151 151 2014-01-07 9.957333 10.026667 9.683333 9.841333 \n", + "152 152 2014-01-08 10.085333 10.246667 9.917333 9.923333 \n", + "\n", + " Volume Sentiment Predicted_Close \n", + "148 92826000 0 10.413479 \n", + "149 70425000 0 10.252491 \n", + "150 80416500 0 10.313277 \n", + "151 75511500 0 10.188887 \n", + "152 92448000 0 10.207972 " + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "tsla_df_path = \"../../Data/TESLA data/4. LSTM data/processed_normalised_PAPER_TSLA_data_LSTM.csv\"\n", - "final_tsla_df_path = f\"../../Data/TESLA data/5. RL training data/TESLA RL training data - 1 Sentiment {TIMESTAMP}.csv\"" + "final_tsla_df_path = f\"../../Data/TESLA data/3. LSTM data/data with close predictions.csv\"\n", + "\n", + "# Read the original processed_TSLA.csv\n", + "original_data = pd.read_csv('../../Data/TESLA data/2. Sentiment data/data with sentiment.csv')\n", + "\n", + "if 'Predicted_Close' in original_data.columns:\n", + " original_data = original_data.drop(columns=['Predicted_Close'])\n", + "\n", + "# Merge the original data with the predicted data based on the Date column\n", + "merged_data = pd.merge(original_data, processed_data[['Date', 'Predicted_Close']], on='Date', how='left')\n", + "\n", + "merged_data[DATE_COLUMN_NAME] = pd.to_datetime(merged_data[DATE_COLUMN_NAME])\n", + "merged_data = merged_data[merged_data[DATE_COLUMN_NAME] >= '2014-01-01']\n", + "\n", + "merged_data.head()" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 17, "metadata": {}, "outputs": [], "source": [ - "current_tsla_df = pd.read_csv(tsla_df_path)\n", - "\n", - "current_tsla_df[DATE_COLUMN_NAME] = pd.to_datetime(current_tsla_df[DATE_COLUMN_NAME])\n", - "current_tsla_df = current_tsla_df[current_tsla_df[DATE_COLUMN_NAME] >= '2014-01-01']\n", - "\n", - "current_tsla_df.to_csv(final_tsla_df_path)" + "merged_data.to_csv(final_tsla_df_path)" ] } ], From 664ddff733ac8f6acf9c2fd3fb4d36fcc4ef309a Mon Sep 17 00:00:00 2001 From: mega5800 Date: Sun, 26 Jul 2026 22:36:03 +0300 Subject: [PATCH 11/17] uploaded csv files with updated naming convention --- Data/TESLA data/1. Raw data/raw tsla data.csv | 1659 +++++++++++++++++ .../2. Sentiment data/data with sentiment.csv | 1659 +++++++++++++++++ .../data with close predictions.csv | 1511 +++++++++++++++ Data/Tweets data/processed_tweets.csv | 56 +- 4 files changed, 4857 insertions(+), 28 deletions(-) create mode 100644 Data/TESLA data/1. Raw data/raw tsla data.csv create mode 100644 Data/TESLA data/2. Sentiment data/data with sentiment.csv create mode 100644 Data/TESLA data/3. LSTM data/data with close predictions.csv diff --git a/Data/TESLA data/1. Raw data/raw tsla data.csv b/Data/TESLA data/1. Raw data/raw tsla data.csv new file mode 100644 index 0000000..1d504a0 --- /dev/null +++ b/Data/TESLA data/1. 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+387,2014-12-12,13.800000190734863,14.112000465393066,13.633333206176758,13.654666900634766,107607000 +388,2014-12-15,13.602666854858398,13.986666679382324,13.511333465576172,13.952667236328123,78274500 +389,2014-12-16,13.187333106994627,13.57866668701172,13.024666786193848,13.392666816711426,126391500 +390,2014-12-17,13.721332550048828,13.776666641235352,12.84333324432373,12.870667457580566,110517000 +391,2014-12-18,14.550666809082031,14.562666893005373,14.119999885559082,14.158666610717772,112249500 +392,2014-12-19,14.619333267211914,14.69333267211914,14.300000190734863,14.679332733154297,103657500 +393,2014-12-22,14.84000015258789,14.937333106994627,14.550666809082031,14.666666984558104,71991000 +394,2014-12-23,14.731332778930664,14.954667091369627,14.63466739654541,14.920666694641112,67585500 +395,2014-12-24,14.817333221435549,14.833333015441896,14.616666793823242,14.65133285522461,19983000 +396,2014-12-26,15.187999725341797,15.233332633972168,14.766667366027832,14.767333030700684,49905000 +397,2014-12-29,15.047332763671877,15.194000244140623,14.934666633605955,15.126667022705078,42037500 +398,2014-12-30,14.815333366394045,15.043333053588867,14.760000228881836,14.932666778564451,43548000 +399,2014-12-31,14.827333450317385,15.045332908630373,14.81666660308838,14.87266731262207,34462500 +400,2015-01-02,14.620667457580566,14.883333206176758,14.21733283996582,14.857999801635742,71466000 +401,2015-01-05,14.005999565124512,14.43333339691162,13.810667037963867,14.303333282470703,80527500 +402,2015-01-06,14.085332870483398,14.279999732971191,13.61400032043457,14.003999710083008,93928500 +403,2015-01-07,14.063332557678224,14.3186674118042,13.985333442687988,14.223333358764648,44526000 +404,2015-01-08,14.041333198547363,14.25333309173584,14.000666618347168,14.187333106994627,51637500 +405,2015-01-09,13.77733325958252,13.998666763305664,13.663999557495115,13.928000450134276,70024500 +406,2015-01-12,13.480667114257812,13.631333351135254,13.283332824707031,13.536666870117188,89254500 +407,2015-01-13,13.616666793823242,13.84066677093506,13.394000053405762,13.554667472839355,67159500 +408,2015-01-14,12.845999717712402,13.013333320617676,12.333333015441896,12.388667106628418,173278500 +409,2015-01-15,12.791333198547363,13.050000190734863,12.666666984558104,12.965999603271484,78247500 +410,2015-01-16,12.871333122253418,12.965999603271484,12.643333435058594,12.713333129882812,54048000 +411,2015-01-20,12.795332908630373,12.941332817077637,12.469332695007324,12.924667358398438,67548000 +412,2015-01-21,13.104666709899902,13.245332717895508,12.633999824523926,12.636667251586914,62295000 +413,2015-01-22,13.441332817077637,13.54933261871338,13.013333320617676,13.133333206176758,61753500 +414,2015-01-23,13.419333457946776,13.56666660308838,13.222000122070312,13.352666854858398,51579000 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+442,2015-03-05,13.375332832336426,13.746000289916992,13.34333324432373,13.523332595825195,73155000 +443,2015-03-06,12.925333023071287,13.383333206176758,12.8100004196167,13.280667304992676,100686000 +444,2015-03-09,12.725333213806152,12.965999603271484,12.550000190734863,12.959333419799805,101050500 +445,2015-03-10,12.687999725341797,12.899999618530272,12.506667137145996,12.564000129699709,83695500 +446,2015-03-11,12.916000366210938,13.07866668701172,12.734000205993652,12.743332862854004,74623500 +447,2015-03-12,12.73799991607666,12.963333129882812,12.649999618530272,12.916666984558104,62239500 +448,2015-03-13,12.57866668701172,12.783332824707031,12.48799991607666,12.596667289733888,81514500 +449,2015-03-16,13.046667098999023,13.060667037963867,12.653332710266112,12.800000190734863,84432000 +450,2015-03-17,12.982000350952148,13.247332572937012,12.929332733154297,13.028667449951172,73411500 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+488,2015-05-11,15.965999603271484,16.191999435424805,15.687333106994627,15.752667427062988,85084500 +489,2015-05-12,16.31599998474121,16.42333221435547,15.879332542419434,16.007333755493164,95451000 +490,2015-05-13,16.211999893188477,16.553333282470703,16.149999618530273,16.507333755493164,81603000 +491,2015-05-14,16.273332595825195,16.326000213623047,16.083332061767578,16.321332931518555,43438500 +492,2015-05-15,16.589332580566406,16.626667022705078,16.166667938232422,16.261999130249023,67914000 +493,2015-05-18,16.583332061767578,16.65999984741211,16.399999618530273,16.46666717529297,50298000 +494,2015-05-19,16.47599983215332,16.733333587646484,16.40999984741211,16.562000274658203,55113000 +495,2015-05-20,16.290000915527344,16.516000747680664,16.091333389282227,16.475332260131836,56334000 +496,2015-05-21,16.374666213989258,16.441333770751953,16.157333374023438,16.20199966430664,29559000 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+507,2015-06-08,17.086000442504883,17.25,16.687332153320312,16.72333335876465,75255000 +508,2015-06-09,17.066667556762695,17.182666778564453,16.94266700744629,17.02666664123535,39166500 +509,2015-06-10,16.713333129882812,16.933332443237305,16.566667556762695,16.793333053588867,51817500 +510,2015-06-11,16.76066780090332,16.95800018310547,16.69533348083496,16.884000778198242,30661500 +511,2015-06-12,16.71266746520996,16.8973331451416,16.680667877197266,16.680667877197266,21334500 +512,2015-06-15,16.691999435424805,16.75200080871582,16.400667190551758,16.64666748046875,32793000 +513,2015-06-16,16.874666213989258,16.895999908447266,16.606666564941406,16.67533302307129,29770500 +514,2015-06-17,17.360666275024414,17.624000549316406,16.801332473754883,16.81133270263672,82693500 +515,2015-06-18,17.459333419799805,17.56399917602539,17.334667205810547,17.46666717529297,41740500 +516,2015-06-19,17.500667572021484,17.586666107177734,17.34000015258789,17.49333381652832,36945000 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+527,2015-07-07,17.858667373657227,18.34666633605957,17.384666442871094,18.333332061767575,91576500 +528,2015-07-08,16.997333526611328,17.386667251586914,16.95400047302246,17.288000106811523,93316500 +529,2015-07-09,17.19466781616211,17.530000686645508,17.119333267211914,17.27199935913086,50011500 +530,2015-07-10,17.27666664123535,17.53333282470703,17.187999725341797,17.481332778930664,39163500 +531,2015-07-13,17.477333068847656,17.503332138061523,17.06999969482422,17.483333587646484,44404500 +532,2015-07-14,17.709999084472656,17.732667922973633,17.367332458496094,17.47333335876465,28614000 +533,2015-07-15,17.542667388916016,17.832666397094727,17.472000122070312,17.78266716003418,30324000 +534,2015-07-16,17.778667449951172,17.81333351135254,17.54400062561035,17.614667892456055,24240000 +535,2015-07-17,18.310667037963867,18.369333267211918,17.883333206176758,18.166667938232425,75061500 +536,2015-07-20,18.817333221435547,19.11000061035156,18.16933250427246,18.333332061767575,74677500 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+547,2015-08-04,17.75200080871582,17.781333923339844,17.222667694091797,17.333999633789062,35287500 +548,2015-08-05,18.0086669921875,18.06666755676269,17.360000610351562,17.57200050354004,93214500 +549,2015-08-06,16.408666610717773,17.0,15.7413330078125,16.63599967956543,219357000 +550,2015-08-07,16.167333602905273,16.248666763305664,15.892666816711426,16.238666534423828,76101000 +551,2015-08-10,16.076000213623047,16.197999954223633,15.736666679382324,15.876667022705078,62788500 +552,2015-08-11,15.824666976928713,15.953332901000977,15.629332542419434,15.8100004196167,63973500 +553,2015-08-12,15.878000259399414,15.98466682434082,15.515999794006348,15.666666984558104,55920000 +554,2015-08-13,16.167333602905273,16.43199920654297,15.941332817077637,15.990667343139648,70338000 +555,2015-08-14,16.209999084472656,16.528667449951172,16.118000030517578,16.482667922973633,65472000 +556,2015-08-17,16.999332427978516,17.106000900268555,16.700666427612305,17.03733253479004,107650500 +557,2015-08-18,17.381332397460938,17.39666748046875,16.90399932861328,17.025333404541016,62925000 +558,2015-08-19,17.016666412353516,17.376667022705078,17.001333236694336,17.35533332824707,54064500 +559,2015-08-20,16.14533233642578,16.970666885375977,16.126667022705078,16.804000854492188,73587000 +560,2015-08-21,15.38466739654541,16.253332138061523,15.36733341217041,15.733332633972168,98853000 +561,2015-08-24,14.591333389282228,15.42666721343994,13.0,13.519332885742188,143724000 +562,2015-08-25,14.66866683959961,15.393333435058594,14.607999801635742,15.368000030517578,64909500 +563,2015-08-26,14.989333152770996,15.199999809265137,14.36733341217041,15.195332527160645,74445000 +564,2015-08-27,16.19933319091797,16.316667556762695,15.387332916259766,15.399999618530272,114840000 +565,2015-08-28,16.565332412719727,16.76333236694336,16.10466766357422,16.124000549316406,82705500 +566,2015-08-31,16.604000091552734,16.996667861938477,16.367332458496094,16.374666213989258,70503000 +567,2015-09-01,15.908666610717772,16.399999618530273,15.79800033569336,16.022666931152344,81822000 +568,2015-09-02,16.512666702270508,16.525333404541016,15.985333442687988,16.35333251953125,69438000 +569,2015-09-03,16.3713321685791,16.80533218383789,16.333332061767578,16.804000854492188,62922000 +570,2015-09-04,16.1286678314209,16.272666931152344,15.880000114440918,16.05933380126953,55338000 +571,2015-09-08,16.544666290283203,16.610666275024414,16.270000457763672,16.336666107177734,47073000 +572,2015-09-09,16.5939998626709,16.950000762939453,16.553333282470703,16.803333282470703,50862000 +573,2015-09-10,16.565332412719727,16.71466636657715,16.35533332824707,16.48200035095215,40635000 +574,2015-09-11,16.682666778564453,16.682666778564453,16.315332412719727,16.50933265686035,35262000 +575,2015-09-14,16.87933349609375,16.950000762939453,16.64466667175293,16.739999771118164,43363500 +576,2015-09-15,16.904666900634766,16.97333335876465,16.633333206176758,16.850000381469727,44002500 +577,2015-09-16,17.483333587646484,17.525333404541016,16.858667373657227,16.869333267211914,66256500 +578,2015-09-17,17.471332550048828,17.700000762939453,17.37933349609375,17.597333908081055,53787000 +579,2015-09-18,17.374666213989258,17.58799934387207,17.166667938232422,17.19733238220215,56446500 +580,2015-09-21,17.613332748413086,18.10466766357422,17.053333282470703,17.59866714477539,91803000 +581,2015-09-22,17.395999908447266,17.510000228881836,17.058000564575195,17.268667221069336,54966000 +582,2015-09-23,17.40399932861328,17.472000122070312,17.172000885009766,17.463333129882812,39012000 +583,2015-09-24,17.541332244873047,17.56333351135254,17.08066749572754,17.302000045776367,51723000 +584,2015-09-25,17.12733268737793,17.79400062561035,17.07666778564453,17.77400016784668,56601000 +585,2015-09-28,16.562000274658203,17.319332122802734,16.44066619873047,17.156667709350586,73516500 +586,2015-09-29,16.44333267211914,16.98200035095215,16.36400032043457,16.69733238220215,55548000 +587,2015-09-30,16.559999465942383,16.82666778564453,16.1560001373291,16.799999237060547,73944000 +588,2015-10-01,15.991999626159668,16.566667556762695,15.808667182922363,16.500667572021484,68595000 +589,2015-10-02,16.504667282104492,16.51333236694336,15.661999702453612,15.706666946411133,66360000 +590,2015-10-05,16.40999984741211,16.6560001373291,16.275333404541016,16.589332580566406,55348500 +591,2015-10-06,16.097333908081055,16.20199966430664,15.70533275604248,16.0,78378000 +592,2015-10-07,15.46399974822998,15.846667289733888,15.274666786193848,15.775333404541016,102210000 +593,2015-10-08,15.114666938781738,15.381333351135254,14.753999710083008,15.338666915893556,91998000 +594,2015-10-09,14.71266746520996,14.958000183105469,14.557332992553713,14.728667259216309,92376000 +595,2015-10-12,14.371999740600586,14.866666793823242,14.351332664489746,14.866000175476074,57544500 +596,2015-10-13,14.616666793823242,14.834667205810549,14.075332641601562,14.218667030334473,77572500 +597,2015-10-14,14.458666801452637,14.729999542236328,14.362000465393066,14.711333274841309,46566000 +598,2015-10-15,14.753999710083008,14.781999588012695,14.24666690826416,14.428667068481444,42663000 +599,2015-10-16,15.133999824523926,15.36533260345459,14.857999801635742,14.869333267211914,65017500 +600,2015-10-19,15.206666946411133,15.40999984741211,14.996000289916992,15.100000381469728,37618500 +601,2015-10-20,14.20199966430664,15.239999771118164,13.466667175292969,15.1813325881958,223500000 +602,2015-10-21,14.005999565124512,14.320667266845703,13.920000076293944,14.13266658782959,62272500 +603,2015-10-22,14.114666938781738,14.383333206176758,13.960000038146973,14.104000091552734,42378000 +604,2015-10-23,13.939332962036133,14.356666564941406,13.845999717712402,14.333333015441896,63532500 +605,2015-10-26,14.350666999816896,14.392000198364258,14.0,14.092000007629396,50871000 +606,2015-10-27,14.023332595825195,14.473333358764648,13.833999633789062,14.322667121887209,52791000 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+646,2015-12-23,15.313332557678224,15.563332557678224,15.208666801452637,15.478667259216309,23325000 +647,2015-12-24,15.371333122253418,15.458666801452637,15.218667030334473,15.370667457580566,10620000 +648,2015-12-28,15.263333320617676,15.465332984924316,15.03600025177002,15.432666778564451,28519500 +649,2015-12-29,15.812666893005373,15.847999572753906,15.303333282470703,15.337332725524902,36094500 +650,2015-12-30,15.87266731262207,16.242000579833984,15.711333274841309,15.773332595825195,55468500 +651,2015-12-31,16.000667572021484,16.229999542236328,15.891332626342772,15.900667190551758,40725000 +652,2016-01-04,14.894000053405762,15.425333023071287,14.600000381469728,15.381333351135254,102406500 +653,2016-01-05,14.895333290100098,15.12600040435791,14.666666984558104,15.09066677093506,47802000 +654,2016-01-06,14.602666854858398,14.670000076293944,14.398667335510254,14.666666984558104,56686500 +655,2016-01-07,14.376667022705078,14.562666893005373,14.244667053222656,14.279333114624023,53314500 +656,2016-01-08,14.06666660308838,14.696000099182127,14.0513334274292,14.52400016784668,54421500 +657,2016-01-11,13.856666564941406,14.296667098999023,13.533332824707031,14.267333030700684,61371000 +658,2016-01-12,13.998000144958496,14.249333381652832,13.687333106994627,14.106666564941406,46378500 +659,2016-01-13,13.354000091552734,14.17666721343994,13.333333015441896,14.133999824523926,61896000 +660,2016-01-14,13.745332717895508,14.0,12.892000198364258,13.480667114257812,97360500 +661,2016-01-15,13.666000366210938,13.67133331298828,13.149999618530272,13.264666557312012,83679000 +662,2016-01-19,13.64799976348877,14.031332969665527,13.385333061218262,13.913999557495115,60580500 +663,2016-01-20,13.24666690826416,13.41866683959961,12.75,13.293333053588867,87579000 +664,2016-01-21,13.33133316040039,13.548666954040527,13.001333236694336,13.436667442321776,47493000 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+675,2016-02-05,10.84000015258789,11.533332824707031,10.515999794006348,11.420000076293944,141564000 +676,2016-02-08,9.866000175476074,10.476667404174805,9.733332633972168,10.473333358764648,139695000 +677,2016-02-09,9.883333206176758,10.652667045593262,9.403332710266112,9.48799991607666,129774000 +678,2016-02-10,9.57800006866455,10.33133316040039,9.449333190917969,10.033332824707031,156097500 +679,2016-02-11,10.031332969665527,10.883999824523926,9.800000190734863,10.133333206176758,213786000 +680,2016-02-12,10.06933307647705,10.46733283996582,9.579999923706056,10.333333015441896,108537000 +681,2016-02-16,10.344667434692385,10.863332748413086,10.27400016784668,10.579999923706056,83907000 +682,2016-02-17,11.245332717895508,11.28933334350586,10.445332527160645,10.600000381469728,87378000 +683,2016-02-18,11.118000030517578,11.529999732971191,10.98466682434082,11.494667053222656,58314000 +684,2016-02-19,11.10533332824707,11.166000366210938,10.833333015441896,10.910667419433594,44391000 +685,2016-02-22,11.849332809448242,11.927332878112791,11.32333278656006,11.341333389282228,75901500 +686,2016-02-23,11.814000129699709,12.11533260345459,11.57866668701172,11.744000434875488,89766000 +687,2016-02-24,11.93333339691162,11.966667175292969,11.189332962036133,11.516667366027832,80934000 +688,2016-02-25,12.495332717895508,12.567999839782717,11.68000030517578,11.90999984741211,86260500 +689,2016-02-26,12.689332962036133,12.800000190734863,12.333333015441896,12.579999923706056,90976500 +690,2016-02-29,12.795332908630373,13.09000015258789,12.614666938781738,12.826666831970217,67485000 +691,2016-03-01,12.423333168029783,13.063332557678224,12.18000030517578,12.949999809265137,100683000 +692,2016-03-02,12.555999755859377,12.567999839782717,12.100000381469728,12.248666763305664,72936000 +693,2016-03-03,13.04933261871338,13.161333084106444,12.281332969665527,12.552000045776367,72435000 +694,2016-03-04,13.402667045593262,13.60200023651123,13.166666984558104,13.199999809265137,97336500 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+784,2016-07-13,14.835332870483398,15.03933334350586,14.685999870300291,15.033332824707031,53506500 +785,2016-07-14,14.768667221069336,14.996000289916992,14.736666679382324,14.874667167663574,40137000 +786,2016-07-15,14.69333267211914,14.850000381469728,14.642666816711426,14.834667205810549,33513000 +787,2016-07-18,15.083333015441896,15.13933277130127,14.553333282470703,14.642666816711426,51181500 +788,2016-07-19,15.017333030700684,15.273332595825195,14.983332633972168,15.0,46726500 +789,2016-07-20,15.223999977111816,15.31999969482422,15.0,15.097999572753906,38527500 +790,2016-07-21,14.699999809265137,15.1899995803833,14.606666564941406,15.06666660308838,66430500 +791,2016-07-22,14.817999839782717,14.966667175292969,14.592000007629396,14.79933261871338,38695500 +792,2016-07-25,15.333999633789062,15.425999641418455,14.758000373840332,14.817999839782717,67360500 +793,2016-07-26,15.300666809082031,15.333333015441896,15.020000457763672,15.179332733154297,51450000 +794,2016-07-27,15.232666969299316,15.557332992553713,15.128000259399414,15.28933334350586,43335000 +795,2016-07-28,15.37399959564209,15.383999824523926,15.106666564941406,15.196666717529297,36286500 +796,2016-07-29,15.652667045593262,15.685333251953123,15.349332809448242,15.380000114440918,46062000 +797,2016-08-01,15.333999633789062,15.775333404541016,15.291999816894531,15.699999809265137,60244500 +798,2016-08-02,15.146666526794434,15.324666976928713,14.760000228881836,15.291333198547363,59016000 +799,2016-08-03,15.052666664123535,15.313332557678224,14.947333335876465,15.157999992370604,58317000 +800,2016-08-04,15.37399959564209,15.390666961669922,14.803333282470703,15.04599952697754,62205000 +801,2016-08-05,15.335332870483398,15.466667175292969,15.15999984741211,15.333333015441896,48078000 +802,2016-08-08,15.077333450317385,15.30666732788086,15.072667121887209,15.199999809265137,33954000 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+1403,2018-12-27,21.07533264160156,21.47800064086914,20.100000381469727,21.32266616821289,128626500 +1404,2018-12-28,22.257999420166016,22.416000366210938,21.227333068847656,21.540000915527344,149085000 +1405,2018-12-31,22.18666648864746,22.61400032043457,21.68400001525879,22.519332885742188,94534500 +1406,2019-01-02,20.67466735839844,21.0086669921875,19.920000076293945,20.406667709350582,174879000 +1407,2019-01-03,20.02400016784668,20.62666702270508,19.82533264160156,20.46666717529297,104478000 +1408,2019-01-04,21.179332733154297,21.200000762939453,20.18199920654297,20.399999618530277,110911500 +1409,2019-01-07,22.33066749572754,22.44933319091797,21.183332443237305,21.447999954223636,113268000 +1410,2019-01-08,22.356666564941406,22.93400001525879,21.801332473754883,22.797332763671875,105127500 +1411,2019-01-09,22.568666458129883,22.899999618530277,22.097999572753903,22.36666679382324,81493500 +1412,2019-01-10,22.99799919128418,23.025999069213867,22.119333267211918,22.293333053588867,90846000 +1413,2019-01-11,23.15066719055176,23.227333068847656,22.584667205810547,22.80599975585937,75586500 +1414,2019-01-14,22.293333053588867,22.833332061767575,22.26666641235352,22.82533264160156,78709500 +1415,2019-01-15,22.96199989318848,23.253332138061523,22.299999237060547,22.333332061767575,90849000 +1416,2019-01-16,23.06999969482422,23.46666717529297,22.899999618530277,22.985332489013672,70375500 +1417,2019-01-17,23.15399932861328,23.433332443237305,22.94333267211914,23.08066749572754,55150500 +1418,2019-01-18,20.15066719055176,21.808666229248047,19.98200035095215,21.53333282470703,362262000 +1419,2019-01-22,19.92799949645996,20.53333282470703,19.700000762939453,20.321332931518555,181000500 +1420,2019-01-23,19.172666549682617,19.63333320617676,18.779333114624023,19.5,187950000 +1421,2019-01-24,19.43400001525879,19.57866668701172,18.618667602539062,18.868667602539062,120183000 +1422,2019-01-25,19.80266761779785,19.90133285522461,19.303333282470703,19.625999450683597,108744000 +1423,2019-01-28,19.7586669921875,19.83066749572754,19.183332443237305,19.527332305908203,96349500 +1424,2019-01-29,19.83066749572754,19.90399932861328,19.453332901000977,19.684667587280277,69325500 +1425,2019-01-30,20.584667205810547,20.600000381469727,19.89933204650879,20.030000686645508,168754500 +1426,2019-01-31,20.468000411987305,20.770666122436523,19.600000381469727,20.06666755676269,188538000 +1427,2019-02-01,20.81399917602539,21.07333374023437,20.233333587646484,20.3613338470459,109251000 +1428,2019-02-04,20.85933303833008,21.020000457763672,20.125333786010746,20.865333557128903,110281500 +1429,2019-02-05,21.42333221435547,21.496000289916992,20.81666755676269,20.832666397094727,101142000 +1430,2019-02-06,21.14800071716309,21.61599922180176,21.041332244873047,21.30599975585937,75577500 +1431,2019-02-07,20.500667572021484,20.979999542236328,20.200000762939453,20.886667251586918,97809000 +1432,2019-02-08,20.386667251586918,20.49666786193848,19.899999618530277,20.4553337097168,87663000 +1433,2019-02-11,20.856000900268555,21.239999771118164,20.700000762939453,20.773332595825195,106945500 +1434,2019-02-12,20.78733253479004,21.21266746520996,20.641332626342773,21.07999992370605,82764000 +1435,2019-02-13,20.544666290283203,20.850000381469727,20.3713321685791,20.82333374023437,77124000 +1436,2019-02-14,20.251333236694336,20.45133209228516,20.06666755676269,20.22533226013184,78012000 +1437,2019-02-15,20.525333404541016,20.53333282470703,20.26000022888184,20.299999237060547,58573500 +1438,2019-02-19,20.375999450683597,20.769332885742188,20.36466789245605,20.437332153320312,62526000 +1439,2019-02-20,20.17066764831543,20.420000076293945,19.933332443237305,20.29400062561035,107131500 +1440,2019-02-21,19.415332794189453,20.215999603271484,19.36666679382324,20.12066650390625,133638000 +1441,2019-02-22,19.6473331451416,19.76666641235352,19.47333335876465,19.632667541503903,86109000 +1442,2019-02-25,19.917999267578125,20.19333267211914,19.799999237060547,19.86066627502441,99397500 +1443,2019-02-26,19.857332229614254,20.13400077819824,19.251333236694336,19.481332778930664,128737500 +1444,2019-02-27,20.982667922973636,21.08666610717773,20.036666870117188,20.118667602539062,167758500 +1445,2019-02-28,21.32533264160156,21.333332061767575,20.720666885375977,21.26133346557617,157810500 +1446,2019-03-01,19.652666091918945,20.47533226013184,19.459999084472656,20.46266746520996,343671000 +1447,2019-03-04,19.02400016784668,19.933332443237305,18.851999282836918,19.874666213989254,256452000 +1448,2019-03-05,18.43600082397461,18.933332443237305,18.00666618347168,18.799999237060547,281470500 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+1515,2019-06-10,14.19200038909912,14.46266746520996,13.934000015258787,14.016667366027832,158775000 +1516,2019-06-11,14.473333358764648,14.726667404174805,14.233332633972168,14.609333038330078,174802500 +1517,2019-06-12,13.95066738128662,14.892000198364258,13.93333339691162,14.863332748413086,227962500 +1518,2019-06-13,14.260666847229004,14.326666831970217,13.833999633789062,14.025333404541016,122524500 +1519,2019-06-14,14.32800006866455,14.44333267211914,14.026666641235352,14.083333015441896,111501000 +1520,2019-06-17,15.001999855041504,15.133333206176758,14.284667015075684,14.36533260345459,184752000 +1521,2019-06-18,14.982666969299316,15.649333000183104,14.837332725524902,15.248000144958496,190737000 +1522,2019-06-19,15.095333099365234,15.184666633605955,14.737333297729492,15.007332801818848,98626500 +1523,2019-06-20,14.641332626342772,15.126667022705078,14.423333168029783,14.866666793823242,177952500 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Sentiment data/data with sentiment.csv b/Data/TESLA data/2. Sentiment data/data with sentiment.csv new file mode 100644 index 0000000..d297239 --- /dev/null +++ b/Data/TESLA data/2. 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+154,2014-01-10,9.714667320251465,9.92666721343994,9.483332633972168,9.897333145141602,111691500,1 +155,2014-01-13,9.28933334350586,9.800000190734863,9.187999725341797,9.718667030334473,94741500,0 +156,2014-01-14,10.751333236694336,10.800000190734863,9.111332893371582,9.366666793823242,414105000,-1 +157,2014-01-15,10.94200038909912,11.482000350952148,10.80666732788086,11.229999542236328,306984000,0 +158,2014-01-16,11.39799976348877,11.513333320617676,10.826666831970217,10.833333015441896,179391000,0 +159,2014-01-17,11.333999633789062,11.546667098999023,11.196666717529297,11.345999717712402,138093000,0 +160,2014-01-21,11.778667449951172,11.81933307647705,11.387332916259766,11.416000366210938,146020500,0 +161,2014-01-22,11.904000282287598,12.021332740783691,11.650667190551758,11.854000091552734,105339000,0 +162,2014-01-23,12.100000381469728,12.158666610717772,11.56133270263672,11.815333366394045,118011000,0 +163,2014-01-24,11.640000343322754,12.031999588012695,11.5686674118042,11.856666564941406,114964500,0 +164,2014-01-27,11.30799961090088,11.861332893371582,10.980667114257812,11.677332878112791,130746000,1 +165,2014-01-28,11.892000198364258,11.932000160217283,11.399999618530272,11.43333339691162,91401000,0 +166,2014-01-29,11.682000160217283,11.939332962036133,11.541999816894531,11.686667442321776,89032500,0 +167,2014-01-30,12.189332962036133,12.3186674118042,11.800666809082031,11.866666793823242,128475000,0 +168,2014-01-31,12.093999862670898,12.399999618530272,11.900667190551758,11.923333168029783,97632000,0 +169,2014-02-03,11.807332992553713,12.325332641601562,11.677332878112791,12.192667007446287,101473500,0 +170,2014-02-04,11.915332794189451,12.106666564941406,11.74666690826416,12.046667098999023,70294500,0 +171,2014-02-05,11.628000259399414,12.03933334350586,11.290666580200195,11.886667251586914,109020000,-1 +172,2014-02-06,11.892000198364258,12.007332801818848,11.733332633972168,11.75333309173584,87624000,0 +173,2014-02-07,12.435333251953123,12.44200038909912,11.973333358764648,12.067333221435549,133927500,0 +174,2014-02-10,13.104000091552734,13.286666870117188,12.621333122253418,12.62266731262207,194560500,1 +175,2014-02-11,13.107999801635742,13.479999542236328,12.846667289733888,13.264666557312012,160648500,1 +176,2014-02-12,13.021332740783691,13.218000411987305,12.954667091369627,13.052000045776367,77605500,1 +177,2014-02-13,13.308667182922363,13.514666557312012,12.883333206176758,12.88933277130127,120439500,0 +178,2014-02-14,13.215332984924316,13.458666801452637,13.133333206176758,13.206666946411133,92370000,1 +179,2014-02-18,13.579999923706056,13.733332633972168,13.423999786376951,13.682666778564451,139992000,1 +180,2014-02-19,12.90933322906494,13.579999923706056,12.894000053405762,13.579999923706056,242535000,1 +181,2014-02-20,13.998000144958496,14.347332954406738,13.751333236694336,14.333999633789062,270034500,1 +182,2014-02-21,13.973333358764648,14.26533317565918,13.946000099182127,14.109333038330078,117282000,0 +183,2014-02-24,14.510000228881836,14.557332992553713,13.887999534606934,13.917332649230955,124176000,0 +184,2014-02-25,16.53333282470703,17.280000686645508,15.229999542236328,15.333333015441896,490225500,-1 +185,2014-02-26,16.866666793823242,17.666667938232422,16.5,17.238666534423828,369069000,1 +186,2014-02-27,16.836000442504883,17.459999084472656,16.55533218383789,17.416667938232422,269187000,1 +187,2014-02-28,16.320667266845703,16.845333099365234,16.170000076293945,16.643333435058594,218847000,1 +188,2014-03-03,16.70400047302246,16.77666664123535,15.666000366210938,15.817333221435549,196339500,0 +189,2014-03-04,16.98933219909668,17.333332061767578,16.85533332824707,17.23200035095215,131184000,0 +190,2014-03-05,16.8439998626709,17.132667541503906,16.786666870117188,17.114667892456055,89035500,1 +191,2014-03-06,16.862667083740234,17.166667938232422,16.6299991607666,16.94266700744629,110416500,0 +192,2014-03-07,16.413999557495117,16.989999771118164,16.29400062561035,16.862667083740234,117184500,0 +193,2014-03-10,15.922666549682615,16.200000762939453,15.737333297729492,16.18000030517578,115921500,-1 +194,2014-03-11,15.62733268737793,16.30666732788086,15.495332717895508,15.766667366027832,132151500,-1 +195,2014-03-12,16.099332809448242,16.5,15.407333374023438,15.43333339691162,146316000,-1 +196,2014-03-13,15.852666854858398,16.279333114624023,15.600000381469728,16.252666473388672,93544500,0 +197,2014-03-14,15.39799976348877,15.79599952697754,15.221332550048828,15.685999870300291,124345500,0 +198,2014-03-17,15.59866714477539,15.862000465393066,15.366666793823242,15.66333293914795,88689000,1 +199,2014-03-18,16.002666473388672,16.100000381469727,15.66800022125244,15.796667098999023,93634500,-1 +200,2014-03-19,15.72266674041748,16.10333251953125,15.567333221435549,16.092666625976562,76069500,-1 +201,2014-03-20,15.660667419433594,15.949999809265137,15.557332992553713,15.744000434875488,57268500,0 +202,2014-03-21,15.259332656860352,15.74666690826416,15.166666984558104,15.73466682434082,123253500,0 +203,2014-03-24,14.678000450134276,15.326666831970217,14.017999649047852,15.31666660308838,169932000,0 +204,2014-03-25,14.696000099182127,15.136667251586914,14.526666641235352,14.942667007446287,117981000,-1 +205,2014-03-26,14.197333335876465,14.84000015258789,14.09000015258789,14.796667098999023,103609500,0 +206,2014-03-27,13.821332931518556,14.239999771118164,13.533332824707031,14.157999992370604,142435500,-1 +207,2014-03-28,14.157999992370604,14.447999954223633,14.017999649047852,14.186667442321776,145272000,-1 +208,2014-03-31,13.896666526794434,14.449999809265137,13.759332656860352,14.43333339691162,125700000,0 +209,2014-04-01,14.464667320251465,14.543999671936035,13.905332565307615,13.934666633605955,110571000,0 +210,2014-04-02,15.352666854858398,15.392666816711426,14.536666870117188,14.666666984558104,161734500,-1 +211,2014-04-03,15.026666641235352,15.715332984924316,14.800000190734863,15.353333473205566,163855500,0 +212,2014-04-04,14.148667335510254,15.218000411987305,14.083333015441896,15.067333221435549,170184000,0 +213,2014-04-07,13.834667205810549,14.41333293914795,13.567333221435549,13.720666885375977,147832500,0 +214,2014-04-08,14.36400032043457,14.432666778564451,13.761333465576172,14.00333309173584,103339500,0 +215,2014-04-09,14.461999893188477,14.563332557678224,14.059332847595217,14.45066738128662,77368500,0 +216,2014-04-10,13.612667083740234,14.5,13.586000442504885,14.454667091369627,108172500,0 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+226,2014-04-25,13.32333278656006,13.779999732971191,13.17666721343994,13.466667175292969,104950500,0 +227,2014-04-28,13.234000205993652,13.586000442504885,12.699999809265137,13.333333015441896,105630000,0 +228,2014-04-29,13.79466724395752,13.8100004196167,13.035332679748535,13.21399974822998,86686500,0 +229,2014-04-30,13.859333038330078,13.87733268737793,13.41866683959961,13.57333278656006,66609000,0 +230,2014-05-01,13.84866714477539,14.267999649047852,13.71266746520996,13.805333137512209,81598500,0 +231,2014-05-02,14.060667037963867,14.09066677093506,13.767999649047852,13.90666675567627,61302000,0 +232,2014-05-05,14.440667152404783,14.512666702270508,13.90133285522461,13.965332984924316,77205000,0 +233,2014-05-06,13.8186674118042,14.577333450317385,13.789999961853027,14.4399995803833,84550500,0 +234,2014-05-07,13.423333168029783,14.013333320617676,13.149999618530272,13.97599983215332,152689500,-1 +235,2014-05-08,11.906000137329102,12.960000038146973,11.866666793823242,12.133333206176758,300849000,-1 +236,2014-05-09,12.150667190551758,12.226667404174805,11.814666748046877,11.990667343139648,127428000,1 +237,2014-05-12,12.31133270263672,12.47933292388916,11.991999626159668,12.258000373840332,105034500,0 +238,2014-05-13,12.677332878112791,12.755999565124512,12.199999809265137,12.250666618347168,106458000,0 +239,2014-05-14,12.708000183105469,12.898667335510254,12.473333358764648,12.596667289733888,81100500,0 +240,2014-05-15,12.572667121887209,12.843999862670898,12.353333473205566,12.665332794189451,90606000,-1 +241,2014-05-16,12.77066707611084,12.802666664123535,12.514666557312012,12.596667289733888,67315500,1 +242,2014-05-19,13.072667121887209,13.12600040435791,12.666666984558104,12.714667320251465,68575500,0 +243,2014-05-20,13.020000457763672,13.288666725158691,12.871333122253418,13.129332542419434,83191500,0 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+272,2014-07-01,15.981332778930664,16.229333877563477,15.91333293914795,16.163999557495117,65041500,0 +273,2014-07-02,15.295332908630373,16.155332565307617,15.137999534606934,16.04400062561035,120411000,0 +274,2014-07-03,15.283332824707031,15.460000038146973,14.93333339691162,15.419333457946776,77500500,0 +275,2014-07-07,14.843999862670898,15.3186674118042,14.69333267211914,15.166666984558104,88405500,1 +276,2014-07-08,14.604666709899902,14.730667114257812,14.284667015075684,14.576666831970217,117543000,1 +277,2014-07-09,14.870667457580566,14.947999954223633,14.61400032043457,14.751333236694336,61731000,0 +278,2014-07-10,14.630666732788086,14.814666748046877,14.402667045593262,14.478667259216309,72958500,-1 +279,2014-07-11,14.541999816894531,14.773332595825195,14.506667137145996,14.707332611083984,49534500,-1 +280,2014-07-14,15.113332748413086,15.252667427062988,14.363332748413086,14.666000366210938,108048000,0 +281,2014-07-15,14.638667106628418,15.17666721343994,14.539999961853027,15.11533260345459,85777500,0 +282,2014-07-16,14.477333068847656,14.986666679382324,14.454667091369627,14.788000106811523,60667500,-1 +283,2014-07-17,14.359999656677246,14.703332901000977,14.239999771118164,14.410667419433594,69741000,1 +284,2014-07-18,14.66800022125244,14.747332572937012,14.395333290100098,14.396666526794434,63805500,0 +285,2014-07-21,14.702667236328123,14.880666732788086,14.447999954223633,14.483332633972168,57333000,-1 +286,2014-07-22,14.638667106628418,14.886667251586914,14.607333183288574,14.812666893005373,40950000,0 +287,2014-07-23,14.832667350769045,14.983332633972168,14.628666877746582,14.667332649230955,46249500,0 +288,2014-07-24,14.902667045593262,15.006667137145996,14.720000267028809,14.883333206176758,48682500,0 +289,2014-07-25,14.904666900634766,15.131333351135254,14.783332824707031,14.847999572753906,46306500,0 +290,2014-07-28,14.98799991607666,15.466667175292969,14.760000228881836,14.949999809265137,97714500,0 +291,2014-07-29,15.000666618347168,15.220000267028809,14.990667343139648,15.107333183288574,50736000,0 +292,2014-07-30,15.261333465576172,15.30666732788086,14.736000061035156,14.79466724395752,73917000,1 +293,2014-07-31,14.886667251586914,15.42666721343994,14.766667366027832,15.284000396728516,116236500,1 +294,2014-08-01,15.5513334274292,15.833333015441896,15.06666660308838,15.072667121887209,178437000,1 +295,2014-08-04,15.90133285522461,16.03333282470703,15.5513334274292,15.625332832336426,89395500,1 +296,2014-08-05,15.899333000183104,16.19933319091797,15.71266746520996,15.83133316040039,80829000,0 +297,2014-08-06,16.595333099365234,16.761333465576172,15.905332565307615,15.92666721343994,138739500,0 +298,2014-08-07,16.826000213623047,17.112667083740234,16.607999801635742,16.674667358398438,112183500,-1 +299,2014-08-08,16.54199981689453,16.784000396728516,16.433332443237305,16.743999481201172,76351500,-1 +300,2014-08-11,17.288000106811523,17.582666397094727,17.0,17.031999588012695,121519500,1 +301,2014-08-12,17.33066749572754,17.35333251953125,16.972000122070312,17.205333709716797,95734500,-1 +302,2014-08-13,17.354000091552734,17.709333419799805,17.30733299255371,17.46733283996582,103989000,-1 +303,2014-08-14,17.42533302307129,17.53333282470703,17.100000381469727,17.499332427978516,61899000,0 +304,2014-08-15,17.46733283996582,17.472667694091797,17.233333587646484,17.43199920654297,58018500,0 +305,2014-08-18,17.32933235168457,17.817333221435547,17.316667556762695,17.549999237060547,87738000,0 +306,2014-08-19,17.117332458496094,17.288667678833008,16.774667739868164,17.257999420166016,80022000,0 +307,2014-08-20,17.047332763671875,17.249332427978516,16.866666793823242,16.97800064086914,45418500,0 +308,2014-08-21,16.95599937438965,17.253332138061523,16.884000778198242,17.101333618164062,43734000,0 +309,2014-08-22,17.118667602539062,17.1299991607666,16.840667724609375,16.96933364868164,42501000,0 +310,2014-08-25,17.503332138061523,17.57866668701172,17.21266746520996,17.21266746520996,64771500,0 +311,2014-08-26,17.44933319091797,17.700000762939453,17.444000244140625,17.665332794189453,57270000,0 +312,2014-08-27,17.549999237060547,17.615999221801758,17.3526668548584,17.566667556762695,44776500,-1 +313,2014-08-28,17.590667724609375,17.631999969482422,17.44266700744629,17.459333419799805,42673500,0 +314,2014-08-29,17.979999542236328,18.13333320617676,17.833999633789062,17.913333892822266,96706500,1 +315,2014-09-02,18.94133377075196,18.99266624450684,18.286666870117188,18.36666679382324,147786000,1 +316,2014-09-03,18.746000289916992,19.200000762939453,18.67333221435547,19.17799949645996,101584500,-1 +317,2014-09-04,19.06933212280273,19.42799949645996,18.69333267211914,18.93400001525879,125125500,1 +318,2014-09-05,18.49266624450684,18.86000061035156,18.16733360290528,18.83666610717773,167548500,-1 +319,2014-09-08,18.80733299255371,18.992000579833984,18.501333236694336,18.507999420166016,82524000,1 +320,2014-09-09,18.565332412719727,19.03266716003418,18.46666717529297,18.86599922180176,68382000,1 +321,2014-09-10,18.739999771118164,18.76066780090332,18.24399948120117,18.63333320617676,56719500,0 +322,2014-09-11,18.687332153320312,18.98600006103516,18.57533264160156,18.69733238220215,56491500,-1 +323,2014-09-12,18.61333274841309,18.826000213623047,18.46666717529297,18.700000762939453,49869000,0 +324,2014-09-15,16.923999786376953,18.293333053588867,16.608667373657227,18.291332244873047,246831000,-1 +325,2014-09-16,17.382667541503906,17.497333526611328,16.827999114990234,17.010000228881836,124501500,-1 +326,2014-09-17,17.42533302307129,17.64666748046875,17.299999237060547,17.493999481201172,77665500,1 +327,2014-09-18,17.58799934387207,17.706666946411133,17.488000869750977,17.55733299255371,55389000,0 +328,2014-09-19,17.288000106811523,17.428667068481445,17.01799964904785,17.19933319091797,102163500,0 +329,2014-09-22,16.66866683959961,17.06800079345703,16.31399917602539,17.0,123211500,0 +330,2014-09-23,16.694000244140625,16.920000076293945,16.333332061767578,16.347999572753906,84880500,0 +331,2014-09-24,16.80933380126953,16.856000900268555,16.46933364868164,16.7413330078125,56242500,0 +332,2014-09-25,16.463333129882812,16.997333526611328,16.406667709350586,16.834667205810547,72513000,0 +333,2014-09-26,16.440000534057617,16.648666381835938,16.404666900634766,16.549999237060547,56931000,0 +334,2014-09-29,16.35066795349121,16.576000213623047,16.091999053955078,16.266666412353516,72790500,0 +335,2014-09-30,16.178667068481445,16.510000228881836,16.007999420166016,16.461332321166992,63574500,0 +336,2014-10-01,16.016000747680664,16.17733383178711,15.710000038146973,16.14666748046875,89125500,0 +337,2014-10-02,16.761333465576172,16.8526668548584,16.357332229614258,16.68000030517578,134973000,-1 +338,2014-10-03,17.013999938964844,17.100000381469727,16.735332489013672,16.87066650390625,81094500,0 +339,2014-10-06,17.374666213989258,17.499332427978516,17.18666648864746,17.275333404541016,115699500,0 +340,2014-10-07,17.30466651916504,17.430667877197266,17.048667907714844,17.235332489013672,67282500,1 +341,2014-10-08,17.28533363342285,17.525333404541016,16.842666625976562,17.34000015258789,75826500,0 +342,2014-10-09,17.134000778198242,17.702667236328125,16.959999084472656,17.483333587646484,110419500,-1 +343,2014-10-10,15.793999671936035,16.392667770385742,15.68000030517578,16.30933380126953,193324500,1 +344,2014-10-13,14.97266674041748,15.93066692352295,14.733332633972168,15.904666900634766,169030500,0 +345,2014-10-14,15.137332916259766,15.498000144958496,14.866666793823242,15.216667175292969,106579500,0 +346,2014-10-15,15.313332557678224,15.399333000183104,14.48799991607666,14.666666984558104,137209500,0 +347,2014-10-16,15.09000015258789,15.32800006866455,14.606666564941406,14.64799976348877,80989500,0 +348,2014-10-17,15.165332794189451,15.65133285522461,15.103333473205566,15.558667182922363,158241000,-1 +349,2014-10-20,15.364666938781738,15.493332862854004,15.034000396728516,15.114666938781738,52416000,1 +350,2014-10-21,15.689332962036133,15.692667007446287,15.386667251586914,15.618000030517578,61954500,1 +351,2014-10-22,15.40666675567627,15.826000213623049,15.370667457580566,15.54599952697754,61749000,0 +352,2014-10-23,15.685999870300291,15.751999855041504,15.466667175292969,15.644000053405762,52386000,-1 +353,2014-10-24,15.682666778564451,15.853333473205566,15.41333293914795,15.751333236694336,51949500,0 +354,2014-10-27,14.777999877929688,15.640666961669922,14.687333106994627,15.616666793823242,143299500,0 +355,2014-10-28,16.184667587280273,16.30666732788086,15.216667175292969,15.30666732788086,157744500,-1 +356,2014-10-29,15.873332977294922,16.100000381469727,15.709333419799805,16.075332641601562,74437500,1 +357,2014-10-30,15.910667419433594,16.03333282470703,15.670666694641112,15.87600040435791,48426000,0 +358,2014-10-31,16.113332748413086,16.20800018310547,15.916666984558104,16.167333602905273,56629500,0 +359,2014-11-03,16.172666549682617,16.503999710083008,16.08799934387207,16.200000762939453,63057000,1 +360,2014-11-04,15.928667068481444,16.156667709350586,15.768667221069336,16.03266716003418,55239000,0 +361,2014-11-05,15.39799976348877,16.090667724609375,15.368666648864746,16.066667556762695,135688500,1 +362,2014-11-06,16.08133316040039,16.445999145507812,15.233332633972168,15.63266658782959,230320500,1 +363,2014-11-07,16.01333236694336,16.189332962036133,15.813332557678224,16.145999908447266,77415000,0 +364,2014-11-10,16.1286678314209,16.191999435424805,15.786666870117188,15.940667152404783,68658000,0 +365,2014-11-11,16.738666534423828,16.788000106811523,16.133333206176758,16.170000076293945,119232000,0 +366,2014-11-12,16.606666564941406,16.82266616821289,16.371999740600586,16.648000717163086,88062000,0 +367,2014-11-13,16.780000686645508,17.049999237060547,16.683332443237305,16.70800018310547,93540000,0 +368,2014-11-14,17.245332717895508,17.25666618347168,16.566667556762695,16.666667938232422,91516500,0 +369,2014-11-17,16.93199920654297,17.266666412353516,16.801332473754883,17.166000366210938,60385500,-1 +370,2014-11-18,17.18000030517578,17.332666397094727,17.034000396728516,17.05733299255371,67095000,-1 +371,2014-11-19,16.516000747680664,16.79199981689453,16.373332977294922,16.707332611083984,118777500,0 +372,2014-11-20,16.58066749572754,16.728666305541992,16.399999618530273,16.530000686645508,53808000,0 +373,2014-11-21,16.185333251953125,16.851999282836914,16.14466667175293,16.81399917602539,112276500,0 +374,2014-11-24,16.447999954223633,16.50666618347168,16.042667388916016,16.34666633605957,71845500,1 +375,2014-11-25,16.53933334350586,16.648000717163086,16.4060001373291,16.489999771118164,47397000,1 +376,2014-11-26,16.562667846679688,16.600000381469727,16.440000534057617,16.555999755859375,29718000,0 +377,2014-11-28,16.301332473754883,16.445999145507812,16.167999267578125,16.356666564941406,31795500,0 +378,2014-12-01,15.442667007446287,16.1646671295166,15.267333030700684,16.077333450317383,129291000,0 +379,2014-12-02,15.428667068481444,15.658666610717772,15.199999809265137,15.637999534606934,88305000,0 +380,2014-12-03,15.286666870117188,15.314666748046877,15.033332824707031,15.083333015441896,79615500,-1 +381,2014-12-04,15.218667030334473,15.393333435058594,15.187333106994627,15.239999771118164,57834000,1 +382,2014-12-05,14.913999557495115,15.292667388916016,14.817333221435549,15.244667053222656,90954000,0 +383,2014-12-08,14.290666580200195,14.990667343139648,14.156000137329102,14.769332885742188,138384000,0 +384,2014-12-09,14.459333419799805,14.51533317565918,13.618000030517578,13.956000328063965,141472500,1 +385,2014-12-10,13.989333152770996,14.451333045959473,13.846667289733888,14.275333404541016,109711500,-1 +386,2014-12-11,13.925333023071287,14.362000465393066,13.881999969482422,14.035332679748535,100416000,0 +387,2014-12-12,13.800000190734863,14.112000465393066,13.633333206176758,13.654666900634766,107607000,-1 +388,2014-12-15,13.602666854858398,13.986666679382324,13.511333465576172,13.952667236328123,78274500,0 +389,2014-12-16,13.187333106994627,13.57866668701172,13.024666786193848,13.392666816711426,126391500,0 +390,2014-12-17,13.721332550048828,13.776666641235352,12.84333324432373,12.870667457580566,110517000,0 +391,2014-12-18,14.550666809082031,14.562666893005373,14.119999885559082,14.158666610717772,112249500,0 +392,2014-12-19,14.619333267211914,14.69333267211914,14.300000190734863,14.679332733154297,103657500,-1 +393,2014-12-22,14.84000015258789,14.937333106994627,14.550666809082031,14.666666984558104,71991000,0 +394,2014-12-23,14.731332778930664,14.954667091369627,14.63466739654541,14.920666694641112,67585500,0 +395,2014-12-24,14.817333221435549,14.833333015441896,14.616666793823242,14.65133285522461,19983000,0 +396,2014-12-26,15.187999725341797,15.233332633972168,14.766667366027832,14.767333030700684,49905000,1 +397,2014-12-29,15.047332763671877,15.194000244140623,14.934666633605955,15.126667022705078,42037500,0 +398,2014-12-30,14.815333366394045,15.043333053588867,14.760000228881836,14.932666778564451,43548000,0 +399,2014-12-31,14.827333450317385,15.045332908630373,14.81666660308838,14.87266731262207,34462500,1 +400,2015-01-02,14.620667457580566,14.883333206176758,14.21733283996582,14.857999801635742,71466000,0 +401,2015-01-05,14.005999565124512,14.43333339691162,13.810667037963867,14.303333282470703,80527500,0 +402,2015-01-06,14.085332870483398,14.279999732971191,13.61400032043457,14.003999710083008,93928500,0 +403,2015-01-07,14.063332557678224,14.3186674118042,13.985333442687988,14.223333358764648,44526000,0 +404,2015-01-08,14.041333198547363,14.25333309173584,14.000666618347168,14.187333106994627,51637500,0 +405,2015-01-09,13.77733325958252,13.998666763305664,13.663999557495115,13.928000450134276,70024500,0 +406,2015-01-12,13.480667114257812,13.631333351135254,13.283332824707031,13.536666870117188,89254500,1 +407,2015-01-13,13.616666793823242,13.84066677093506,13.394000053405762,13.554667472839355,67159500,-1 +408,2015-01-14,12.845999717712402,13.013333320617676,12.333333015441896,12.388667106628418,173278500,-1 +409,2015-01-15,12.791333198547363,13.050000190734863,12.666666984558104,12.965999603271484,78247500,-1 +410,2015-01-16,12.871333122253418,12.965999603271484,12.643333435058594,12.713333129882812,54048000,0 +411,2015-01-20,12.795332908630373,12.941332817077637,12.469332695007324,12.924667358398438,67548000,0 +412,2015-01-21,13.104666709899902,13.245332717895508,12.633999824523926,12.636667251586914,62295000,0 +413,2015-01-22,13.441332817077637,13.54933261871338,13.013333320617676,13.133333206176758,61753500,1 +414,2015-01-23,13.419333457946776,13.56666660308838,13.222000122070312,13.352666854858398,51579000,1 +415,2015-01-26,13.770000457763672,13.907999992370604,13.403332710266112,13.45533275604248,48517500,0 +416,2015-01-27,13.732000350952148,13.868666648864746,13.553333282470703,13.628000259399414,41715000,0 +417,2015-01-28,13.291333198547363,13.758000373840332,13.227999687194824,13.740667343139648,47244000,1 +418,2015-01-29,13.68000030517578,13.732000350952148,13.100000381469728,13.404666900634766,53221500,-1 +419,2015-01-30,13.57333278656006,13.83133316040039,13.533332824707031,13.597332954406738,45105000,0 +420,2015-02-02,14.062666893005373,14.130000114440918,13.553333282470703,13.597999572753906,62238000,0 +421,2015-02-03,14.557332992553713,14.691332817077637,14.084667205810549,14.214667320251465,72393000,0 +422,2015-02-04,14.56999969482422,14.76533317565918,14.453332901000977,14.552666664123535,49581000,0 +423,2015-02-05,14.732666969299316,15.031999588012695,14.642666816711426,14.658666610717772,52843500,0 +424,2015-02-06,14.490667343139648,14.893333435058594,14.43333339691162,14.800000190734863,48658500,1 +425,2015-02-09,14.498666763305664,14.528667449951172,14.13266658782959,14.358667373657228,52086000,-1 +426,2015-02-10,14.419333457946776,14.699999809265137,14.333333015441896,14.50333309173584,80857500,-1 +427,2015-02-11,14.186667442321776,14.315999984741213,13.8186674118042,14.147333145141602,146536500,-1 +428,2015-02-12,13.525333404541016,13.53933334350586,12.885333061218262,12.904666900634766,234744000,-1 +429,2015-02-13,13.584667205810549,13.732666969299316,13.394000053405762,13.526666641235352,92865000,-1 +430,2015-02-17,13.623332977294922,13.713333129882812,13.43333339691162,13.713333129882812,59694000,-1 +431,2015-02-18,13.630666732788086,13.744667053222656,13.506667137145996,13.611332893371582,40704000,0 +432,2015-02-19,14.11400032043457,14.162667274475098,13.583333015441896,13.666666984558104,77311500,0 +433,2015-02-20,14.473999977111816,14.506667137145996,13.987333297729492,14.052000045776367,89731500,0 +434,2015-02-23,13.822667121887209,14.546667098999023,13.755332946777344,14.37733268737793,127497000,-1 +435,2015-02-24,13.607333183288574,13.81933307647705,13.446666717529297,13.81933307647705,99054000,-1 +436,2015-02-25,13.583999633789062,13.809332847595217,13.505332946777344,13.662667274475098,58642500,0 +437,2015-02-26,13.812666893005373,14.072667121887209,13.481332778930664,13.600000381469728,97093500,0 +438,2015-02-27,13.555999755859377,13.903332710266112,13.520000457763672,13.793333053588867,58231500,0 +439,2015-03-02,13.155332565307615,13.555999755859377,13.055333137512209,13.513333320617676,118831500,0 +440,2015-03-03,13.303999900817873,13.349332809448242,13.021332740783691,13.120667457580566,66484500,0 +441,2015-03-04,13.496000289916992,13.501333236694336,13.147333145141602,13.283332824707031,63330000,-1 +442,2015-03-05,13.375332832336426,13.746000289916992,13.34333324432373,13.523332595825195,73155000,0 +443,2015-03-06,12.925333023071287,13.383333206176758,12.8100004196167,13.280667304992676,100686000,1 +444,2015-03-09,12.725333213806152,12.965999603271484,12.550000190734863,12.959333419799805,101050500,-1 +445,2015-03-10,12.687999725341797,12.899999618530272,12.506667137145996,12.564000129699709,83695500,-1 +446,2015-03-11,12.916000366210938,13.07866668701172,12.734000205993652,12.743332862854004,74623500,-1 +447,2015-03-12,12.73799991607666,12.963333129882812,12.649999618530272,12.916666984558104,62239500,-1 +448,2015-03-13,12.57866668701172,12.783332824707031,12.48799991607666,12.596667289733888,81514500,1 +449,2015-03-16,13.046667098999023,13.060667037963867,12.653332710266112,12.800000190734863,84432000,1 +450,2015-03-17,12.982000350952148,13.247332572937012,12.929332733154297,13.028667449951172,73411500,1 +451,2015-03-18,13.380666732788086,13.392000198364258,12.87399959564209,12.997332572937012,72313500,1 +452,2015-03-19,13.043333053588867,13.63933277130127,12.968667030334473,13.466667175292969,127128000,1 +453,2015-03-20,13.20533275604248,13.265999794006348,13.041333198547363,13.16333293914795,64042500,1 +454,2015-03-23,13.308667182922363,13.366666793823242,13.164667129516602,13.233332633972168,39474000,0 +455,2015-03-24,13.447999954223633,13.586000442504885,13.31666660308838,13.43866729736328,54748500,0 +456,2015-03-25,12.953332901000977,13.239333152770996,12.846667289733888,13.218000411987305,85956000,-1 +457,2015-03-26,12.694000244140623,12.986000061035156,12.646666526794434,12.928000450134276,61920000,0 +458,2015-03-27,12.333333015441896,12.619333267211914,12.09333324432373,12.604666709899902,129073500,0 +459,2015-03-30,12.704667091369627,12.81666660308838,12.119999885559082,12.390000343322754,151342500,-1 +460,2015-03-31,12.584667205810549,12.917332649230955,12.560667037963867,12.902000427246094,75399000,-1 +461,2015-04-01,12.505999565124512,12.81999969482422,12.403332710266112,12.579999923706056,56919000,1 +462,2015-04-02,12.733332633972168,12.881999969482422,12.666666984558104,12.682000160217283,75156000,1 +463,2015-04-06,13.539999961853027,13.850000381469728,13.166666984558104,13.199999809265137,186837000,1 +464,2015-04-07,13.550000190734863,13.670666694641112,13.40933322906494,13.500666618347168,65218500,0 +465,2015-04-08,13.844667434692385,14.0600004196167,13.724666595458984,13.880000114440918,94546500,1 +466,2015-04-09,14.005999565124512,14.024666786193848,13.7413330078125,13.895333290100098,57003000,1 +467,2015-04-10,14.0600004196167,14.109999656677246,13.93333339691162,13.989999771118164,61015500,0 +468,2015-04-13,13.985333442687988,14.199999809265137,13.936667442321776,14.029333114624023,56373000,0 +469,2015-04-14,13.830666542053224,13.965999603271484,13.699999809265137,13.904666900634766,45390000,0 +470,2015-04-15,13.85533332824707,13.97266674041748,13.773332595825195,13.830666542053224,29286000,1 +471,2015-04-16,13.779999732971191,13.944666862487791,13.752667427062988,13.846667289733888,24886500,0 +472,2015-04-17,13.78600025177002,13.791999816894531,13.56666660308838,13.666000366210938,37048500,0 +473,2015-04-20,13.684666633605955,13.856666564941406,13.59000015258789,13.785332679748535,38389500,1 +474,2015-04-21,13.96066665649414,14.050000190734863,13.620667457580566,13.720000267028809,51487500,0 +475,2015-04-22,14.629332542419434,14.791999816894531,14.112667083740234,14.166666984558104,117945000,1 +476,2015-04-23,14.57333278656006,14.76533317565918,14.476667404174805,14.5513334274292,66168000,0 +477,2015-04-24,14.562000274658203,14.720000267028809,14.534000396728516,14.699999809265137,36417000,0 +478,2015-04-27,15.436667442321776,15.916666984558104,14.800000190734863,14.837332725524902,175089000,-1 +479,2015-04-28,15.36533260345459,15.699999809265137,15.20199966430664,15.649999618530272,91281000,1 +480,2015-04-29,15.49666690826416,15.664667129516602,15.175333023071287,15.33666706085205,59041500,1 +481,2015-04-30,15.06999969482422,15.526000022888184,15.011333465576172,15.359333038330078,58678500,1 +482,2015-05-01,15.0686674118042,15.451333045959473,14.694000244140623,15.329333305358888,79225500,1 +483,2015-05-04,15.36733341217041,15.648667335510254,15.140666961669922,15.211999893188477,66519000,-1 +484,2015-05-05,15.529999732971191,15.966667175292969,15.275333404541016,15.850666999816896,86953500,1 +485,2015-05-06,15.362000465393066,15.631333351135254,15.213333129882812,15.606666564941406,79063500,-1 +486,2015-05-07,15.786666870117188,15.83199977874756,14.68333339691162,14.733332633972168,141838500,-1 +487,2015-05-08,15.77400016784668,15.894000053405762,15.579999923706056,15.732666969299316,70023000,1 +488,2015-05-11,15.965999603271484,16.191999435424805,15.687333106994627,15.752667427062988,85084500,1 +489,2015-05-12,16.31599998474121,16.42333221435547,15.879332542419434,16.007333755493164,95451000,-1 +490,2015-05-13,16.211999893188477,16.553333282470703,16.149999618530273,16.507333755493164,81603000,1 +491,2015-05-14,16.273332595825195,16.326000213623047,16.083332061767578,16.321332931518555,43438500,0 +492,2015-05-15,16.589332580566406,16.626667022705078,16.166667938232422,16.261999130249023,67914000,0 +493,2015-05-18,16.583332061767578,16.65999984741211,16.399999618530273,16.46666717529297,50298000,0 +494,2015-05-19,16.47599983215332,16.733333587646484,16.40999984741211,16.562000274658203,55113000,-1 +495,2015-05-20,16.290000915527344,16.516000747680664,16.091333389282227,16.475332260131836,56334000,0 +496,2015-05-21,16.374666213989258,16.441333770751953,16.157333374023438,16.20199966430664,29559000,1 +497,2015-05-22,16.51533317565918,16.573333740234375,16.333999633789062,16.358667373657227,33346500,1 +498,2015-05-26,16.497333526611328,16.799999237060547,16.433332443237305,16.511999130249023,52480500,0 +499,2015-05-27,16.495332717895508,16.633333206176758,16.3700008392334,16.567333221435547,51123000,0 +500,2015-05-28,16.76333236694336,16.786666870117188,16.336666107177734,16.468666076660156,54709500,0 +501,2015-05-29,16.719999313354492,16.857999801635742,16.6286678314209,16.733333587646484,56839500,0 +502,2015-06-01,16.6299991607666,16.773332595825195,16.49799919128418,16.76066780090332,37576500,-1 +503,2015-06-02,16.55666732788086,16.626667022705078,16.420000076293945,16.594667434692383,32022000,0 +504,2015-06-03,16.599332809448242,16.71466636657715,16.46733283996582,16.546667098999023,26722500,0 +505,2015-06-04,16.39466667175293,16.6200008392334,16.380666732788086,16.5,36804000,0 +506,2015-06-05,16.609333038330078,16.64666748046875,16.3786678314209,16.399999618530273,45330000,0 +507,2015-06-08,17.086000442504883,17.25,16.687332153320312,16.72333335876465,75255000,1 +508,2015-06-09,17.066667556762695,17.182666778564453,16.94266700744629,17.02666664123535,39166500,0 +509,2015-06-10,16.713333129882812,16.933332443237305,16.566667556762695,16.793333053588867,51817500,-1 +510,2015-06-11,16.76066780090332,16.95800018310547,16.69533348083496,16.884000778198242,30661500,1 +511,2015-06-12,16.71266746520996,16.8973331451416,16.680667877197266,16.680667877197266,21334500,1 +512,2015-06-15,16.691999435424805,16.75200080871582,16.400667190551758,16.64666748046875,32793000,0 +513,2015-06-16,16.874666213989258,16.895999908447266,16.606666564941406,16.67533302307129,29770500,1 +514,2015-06-17,17.360666275024414,17.624000549316406,16.801332473754883,16.81133270263672,82693500,1 +515,2015-06-18,17.459333419799805,17.56399917602539,17.334667205810547,17.46666717529297,41740500,1 +516,2015-06-19,17.500667572021484,17.586666107177734,17.34000015258789,17.49333381652832,36945000,1 +517,2015-06-22,17.319332122802734,17.626667022705078,17.04599952697754,17.476667404174805,68416500,1 +518,2015-06-23,17.844667434692383,17.866666793823242,17.238000869750977,17.35466766357422,58062000,0 +519,2015-06-24,17.67799949645996,17.823333740234375,17.58133316040039,17.798667907714844,36184500,0 +520,2015-06-25,17.91933250427246,18.0939998626709,17.683332443237305,17.76333236694336,42738000,0 +521,2015-06-26,17.805999755859375,17.94066619873047,17.733333587646484,17.926000595092773,57576000,0 +522,2015-06-29,17.468000411987305,17.729999542236328,17.3799991607666,17.463333129882812,52183500,0 +523,2015-06-30,17.884000778198242,18.06133270263672,17.600000381469727,17.65333366394043,46303500,1 +524,2015-07-01,17.94333267211914,18.17466735839844,17.856666564941406,18.073999404907227,31518000,1 +525,2015-07-02,18.667999267578125,18.82999992370605,18.220666885375977,18.68000030517578,107458500,1 +526,2015-07-06,18.64800071716309,18.779333114624023,18.420000076293945,18.59199905395508,61828500,0 +527,2015-07-07,17.858667373657227,18.34666633605957,17.384666442871094,18.33333206176757,91576500,0 +528,2015-07-08,16.997333526611328,17.386667251586914,16.95400047302246,17.288000106811523,93316500,0 +529,2015-07-09,17.19466781616211,17.530000686645508,17.119333267211914,17.27199935913086,50011500,0 +530,2015-07-10,17.27666664123535,17.53333282470703,17.187999725341797,17.481332778930664,39163500,0 +531,2015-07-13,17.477333068847656,17.503332138061523,17.06999969482422,17.483333587646484,44404500,0 +532,2015-07-14,17.709999084472656,17.732667922973633,17.367332458496094,17.47333335876465,28614000,0 +533,2015-07-15,17.542667388916016,17.832666397094727,17.472000122070312,17.78266716003418,30324000,1 +534,2015-07-16,17.778667449951172,17.81333351135254,17.54400062561035,17.614667892456055,24240000,0 +535,2015-07-17,18.310667037963867,18.36933326721192,17.883333206176758,18.166667938232425,75061500,1 +536,2015-07-20,18.817333221435547,19.11000061035156,18.16933250427246,18.33333206176757,74677500,-1 +537,2015-07-21,17.784666061401367,18.233333587646484,17.770000457763672,18.003332138061523,91630500,-1 +538,2015-07-22,17.857999801635742,17.96266746520996,17.390666961669922,17.417999267578125,46575000,0 +539,2015-07-23,17.81333351135254,17.99333381652832,17.684667587280273,17.976667404174805,33408000,0 +540,2015-07-24,17.694000244140625,18.07266616821289,17.594667434692383,17.825332641601562,42547500,1 +541,2015-07-27,16.867332458496094,17.6286678314209,16.71933364868164,17.495332717895508,70413000,0 +542,2015-07-28,17.654666900634766,17.69333267211914,16.78933334350586,17.049999237060547,58437000,0 +543,2015-07-29,17.58799934387207,17.859333038330078,17.46666717529297,17.618000030517578,41851500,1 +544,2015-07-30,17.785999298095703,17.79599952697754,17.474000930786133,17.512666702270508,30519000,1 +545,2015-07-31,17.74333381652832,17.957332611083984,17.674667358398438,17.84000015258789,33339000,1 +546,2015-08-03,17.332666397094727,17.78066635131836,17.13800048828125,17.752666473388672,38302500,1 +547,2015-08-04,17.75200080871582,17.781333923339844,17.222667694091797,17.333999633789062,35287500,0 +548,2015-08-05,18.0086669921875,18.06666755676269,17.360000610351562,17.57200050354004,93214500,-1 +549,2015-08-06,16.408666610717773,17.0,15.7413330078125,16.63599967956543,219357000,-1 +550,2015-08-07,16.167333602905273,16.248666763305664,15.892666816711426,16.238666534423828,76101000,0 +551,2015-08-10,16.076000213623047,16.197999954223633,15.736666679382324,15.876667022705078,62788500,-1 +552,2015-08-11,15.824666976928713,15.953332901000977,15.629332542419434,15.8100004196167,63973500,-1 +553,2015-08-12,15.878000259399414,15.98466682434082,15.515999794006348,15.666666984558104,55920000,0 +554,2015-08-13,16.167333602905273,16.43199920654297,15.941332817077637,15.990667343139648,70338000,1 +555,2015-08-14,16.209999084472656,16.528667449951172,16.118000030517578,16.482667922973633,65472000,1 +556,2015-08-17,16.999332427978516,17.106000900268555,16.700666427612305,17.03733253479004,107650500,-1 +557,2015-08-18,17.381332397460938,17.39666748046875,16.90399932861328,17.025333404541016,62925000,0 +558,2015-08-19,17.016666412353516,17.376667022705078,17.001333236694336,17.35533332824707,54064500,1 +559,2015-08-20,16.14533233642578,16.970666885375977,16.126667022705078,16.804000854492188,73587000,-1 +560,2015-08-21,15.38466739654541,16.253332138061523,15.36733341217041,15.733332633972168,98853000,-1 +561,2015-08-24,14.591333389282228,15.42666721343994,13.0,13.519332885742188,143724000,0 +562,2015-08-25,14.66866683959961,15.393333435058594,14.607999801635742,15.368000030517578,64909500,0 +563,2015-08-26,14.989333152770996,15.199999809265137,14.36733341217041,15.195332527160645,74445000,0 +564,2015-08-27,16.19933319091797,16.316667556762695,15.387332916259766,15.399999618530272,114840000,-1 +565,2015-08-28,16.565332412719727,16.76333236694336,16.10466766357422,16.124000549316406,82705500,1 +566,2015-08-31,16.604000091552734,16.996667861938477,16.367332458496094,16.374666213989258,70503000,0 +567,2015-09-01,15.908666610717772,16.399999618530273,15.79800033569336,16.022666931152344,81822000,1 +568,2015-09-02,16.512666702270508,16.525333404541016,15.985333442687988,16.35333251953125,69438000,1 +569,2015-09-03,16.3713321685791,16.80533218383789,16.333332061767578,16.804000854492188,62922000,0 +570,2015-09-04,16.1286678314209,16.272666931152344,15.880000114440918,16.05933380126953,55338000,0 +571,2015-09-08,16.544666290283203,16.610666275024414,16.270000457763672,16.336666107177734,47073000,0 +572,2015-09-09,16.5939998626709,16.950000762939453,16.553333282470703,16.803333282470703,50862000,1 +573,2015-09-10,16.565332412719727,16.71466636657715,16.35533332824707,16.48200035095215,40635000,-1 +574,2015-09-11,16.682666778564453,16.682666778564453,16.315332412719727,16.50933265686035,35262000,1 +575,2015-09-14,16.87933349609375,16.950000762939453,16.64466667175293,16.739999771118164,43363500,0 +576,2015-09-15,16.904666900634766,16.97333335876465,16.633333206176758,16.850000381469727,44002500,1 +577,2015-09-16,17.483333587646484,17.525333404541016,16.858667373657227,16.869333267211914,66256500,1 +578,2015-09-17,17.471332550048828,17.700000762939453,17.37933349609375,17.597333908081055,53787000,1 +579,2015-09-18,17.374666213989258,17.58799934387207,17.166667938232422,17.19733238220215,56446500,1 +580,2015-09-21,17.613332748413086,18.10466766357422,17.053333282470703,17.59866714477539,91803000,0 +581,2015-09-22,17.395999908447266,17.510000228881836,17.058000564575195,17.268667221069336,54966000,0 +582,2015-09-23,17.40399932861328,17.472000122070312,17.172000885009766,17.463333129882812,39012000,0 +583,2015-09-24,17.541332244873047,17.56333351135254,17.08066749572754,17.302000045776367,51723000,0 +584,2015-09-25,17.12733268737793,17.79400062561035,17.07666778564453,17.77400016784668,56601000,0 +585,2015-09-28,16.562000274658203,17.319332122802734,16.44066619873047,17.156667709350586,73516500,1 +586,2015-09-29,16.44333267211914,16.98200035095215,16.36400032043457,16.69733238220215,55548000,1 +587,2015-09-30,16.559999465942383,16.82666778564453,16.1560001373291,16.799999237060547,73944000,1 +588,2015-10-01,15.991999626159668,16.566667556762695,15.808667182922363,16.500667572021484,68595000,1 +589,2015-10-02,16.504667282104492,16.51333236694336,15.661999702453612,15.706666946411133,66360000,0 +590,2015-10-05,16.40999984741211,16.6560001373291,16.275333404541016,16.589332580566406,55348500,0 +591,2015-10-06,16.097333908081055,16.20199966430664,15.70533275604248,16.0,78378000,-1 +592,2015-10-07,15.46399974822998,15.846667289733888,15.274666786193848,15.775333404541016,102210000,-1 +593,2015-10-08,15.114666938781738,15.381333351135254,14.753999710083008,15.338666915893556,91998000,-1 +594,2015-10-09,14.71266746520996,14.958000183105469,14.557332992553713,14.728667259216309,92376000,-1 +595,2015-10-12,14.371999740600586,14.866666793823242,14.351332664489746,14.866000175476074,57544500,1 +596,2015-10-13,14.616666793823242,14.834667205810549,14.075332641601562,14.218667030334473,77572500,1 +597,2015-10-14,14.458666801452637,14.729999542236328,14.362000465393066,14.711333274841309,46566000,-1 +598,2015-10-15,14.753999710083008,14.781999588012695,14.24666690826416,14.428667068481444,42663000,1 +599,2015-10-16,15.133999824523926,15.36533260345459,14.857999801635742,14.869333267211914,65017500,-1 +600,2015-10-19,15.206666946411133,15.40999984741211,14.996000289916992,15.100000381469728,37618500,0 +601,2015-10-20,14.20199966430664,15.239999771118164,13.466667175292969,15.1813325881958,223500000,-1 +602,2015-10-21,14.005999565124512,14.320667266845703,13.920000076293944,14.13266658782959,62272500,-1 +603,2015-10-22,14.114666938781738,14.383333206176758,13.960000038146973,14.104000091552734,42378000,1 +604,2015-10-23,13.939332962036133,14.356666564941406,13.845999717712402,14.333333015441896,63532500,1 +605,2015-10-26,14.350666999816896,14.392000198364258,14.0,14.092000007629396,50871000,1 +606,2015-10-27,14.023332595825195,14.473333358764648,13.833999633789062,14.322667121887209,52791000,1 +607,2015-10-28,14.197333335876465,14.229999542236328,13.886667251586914,14.087332725524902,40929000,1 +608,2015-10-29,14.108667373657228,14.25,14.042667388916016,14.116666793823242,27075000,0 +609,2015-10-30,13.795332908630373,14.108667373657228,13.592666625976562,14.026666641235352,66583500,0 +610,2015-11-02,14.252667427062988,14.386667251586914,13.814666748046877,13.928000450134276,58918500,-1 +611,2015-11-03,13.890000343322754,14.29599952697754,13.850000381469728,14.256667137145996,124987500,1 +612,2015-11-04,15.44200038909912,15.515999794006348,15.013333320617676,15.133333206176758,190896000,1 +613,2015-11-05,15.451333045959473,15.638667106628418,15.279333114624023,15.371999740600586,67452000,1 +614,2015-11-06,15.490667343139648,15.557332992553713,15.300000190734863,15.380000114440918,36679500,1 +615,2015-11-09,15.022000312805176,15.53266716003418,14.95400047302246,15.53266716003418,57763500,0 +616,2015-11-10,14.43333339691162,14.91333293914795,14.405332565307615,14.898667335510254,69255000,0 +617,2015-11-11,14.60533332824707,14.631999969482422,14.241999626159668,14.517999649047852,50217000,0 +618,2015-11-12,14.196000099182127,14.600000381469728,14.177332878112791,14.523332595825195,43738500,0 +619,2015-11-13,13.812666893005373,14.199333190917969,13.767999649047852,14.196666717529297,51454500,0 +620,2015-11-16,14.28733253479004,14.33199977874756,13.720000267028809,13.739333152770996,43881000,0 +621,2015-11-17,14.266667366027832,14.399999618530272,14.09333324432373,14.346667289733888,32230500,1 +622,2015-11-18,14.73799991607666,14.7586669921875,14.16800022125244,14.300000190734863,42178500,1 +623,2015-11-19,14.786666870117188,15.079333305358888,14.686667442321776,14.702667236328123,37566000,1 +624,2015-11-20,14.667332649230955,15.0,14.238666534423828,14.899333000183104,66010500,-1 +625,2015-11-23,14.516667366027832,14.612000465393066,14.312000274658203,14.489999771118164,37893000,0 +626,2015-11-24,14.550000190734863,14.733332633972168,14.333333015441896,14.357999801635742,37204500,1 +627,2015-11-25,15.309332847595217,15.388667106628418,14.69200038909912,14.755999565124512,59862000,0 +628,2015-11-27,15.440667152404783,15.483332633972168,15.133999824523926,15.404000282287598,29241000,-1 +629,2015-11-30,15.350666999816896,15.618666648864746,15.272000312805176,15.452667236328123,39897000,0 +630,2015-12-01,15.812666893005373,15.866666793823242,15.403332710266112,15.404000282287598,56010000,0 +631,2015-12-02,15.465999603271484,15.90666675567627,15.415332794189451,15.800000190734863,44722500,0 +632,2015-12-03,15.513999938964844,15.829999923706056,15.333333015441896,15.6986665725708,44094000,0 +633,2015-12-04,15.358667373657228,15.5513334274292,15.177332878112791,15.497332572937012,38604000,1 +634,2015-12-07,15.408666610717772,15.708666801452637,15.076666831970217,15.18000030517578,47163000,-1 +635,2015-12-08,15.114666938781738,15.25333309173584,14.946666717529297,15.16800022125244,40314000,-1 +636,2015-12-09,14.968000411987305,15.166666984558104,14.714667320251465,15.113332748413086,45867000,0 +637,2015-12-10,15.137999534606934,15.232666969299316,14.90933322906494,14.980667114257812,31075500,1 +638,2015-12-11,14.468000411987305,15.050000190734863,14.442667007446287,15.015999794006348,49030500,0 +639,2015-12-14,14.571999549865724,14.727999687194824,14.324666976928713,14.500666618347168,42406500,0 +640,2015-12-15,14.739333152770996,14.814666748046877,14.533332824707031,14.788000106811523,33666000,0 +641,2015-12-16,15.633999824523926,15.658666610717772,14.715332984924316,14.80666732788086,76564500,1 +642,2015-12-17,15.559332847595217,15.850666999816896,15.320667266845703,15.595999717712402,49479000,0 +643,2015-12-18,15.36400032043457,15.726667404174805,15.28600025177002,15.526000022888184,45213000,0 +644,2015-12-21,15.503999710083008,15.722000122070312,15.405332565307615,15.446000099182127,29298000,0 +645,2015-12-22,15.329999923706056,15.770000457763672,15.308667182922363,15.666000366210938,29422500,0 +646,2015-12-23,15.313332557678224,15.563332557678224,15.208666801452637,15.478667259216309,23325000,0 +647,2015-12-24,15.371333122253418,15.458666801452637,15.218667030334473,15.370667457580566,10620000,1 +648,2015-12-28,15.263333320617676,15.465332984924316,15.03600025177002,15.432666778564451,28519500,0 +649,2015-12-29,15.812666893005373,15.847999572753906,15.303333282470703,15.337332725524902,36094500,1 +650,2015-12-30,15.87266731262207,16.242000579833984,15.711333274841309,15.773332595825195,55468500,0 +651,2015-12-31,16.000667572021484,16.229999542236328,15.891332626342772,15.900667190551758,40725000,0 +652,2016-01-04,14.894000053405762,15.425333023071287,14.600000381469728,15.381333351135254,102406500,-1 +653,2016-01-05,14.895333290100098,15.12600040435791,14.666666984558104,15.09066677093506,47802000,1 +654,2016-01-06,14.602666854858398,14.670000076293944,14.398667335510254,14.666666984558104,56686500,0 +655,2016-01-07,14.376667022705078,14.562666893005373,14.244667053222656,14.279333114624023,53314500,1 +656,2016-01-08,14.06666660308838,14.696000099182127,14.0513334274292,14.52400016784668,54421500,1 +657,2016-01-11,13.856666564941406,14.296667098999023,13.533332824707031,14.267333030700684,61371000,1 +658,2016-01-12,13.998000144958496,14.249333381652832,13.687333106994627,14.106666564941406,46378500,0 +659,2016-01-13,13.354000091552734,14.17666721343994,13.333333015441896,14.133999824523926,61896000,0 +660,2016-01-14,13.745332717895508,14.0,12.892000198364258,13.480667114257812,97360500,1 +661,2016-01-15,13.666000366210938,13.67133331298828,13.149999618530272,13.264666557312012,83679000,0 +662,2016-01-19,13.64799976348877,14.031332969665527,13.385333061218262,13.913999557495115,60580500,-1 +663,2016-01-20,13.24666690826416,13.41866683959961,12.75,13.293333053588867,87579000,0 +664,2016-01-21,13.33133316040039,13.548666954040527,13.001333236694336,13.436667442321776,47493000,0 +665,2016-01-22,13.50333309173584,13.699999809265137,13.268667221069336,13.653332710266112,46861500,0 +666,2016-01-25,13.092000007629396,13.571332931518556,13.058667182922363,13.337332725524902,40480500,0 +667,2016-01-26,12.904000282287598,13.187999725341797,12.592000007629396,13.113332748413086,74463000,0 +668,2016-01-27,12.538000106811523,12.883999824523926,12.38466739654541,12.825332641601562,54258000,0 +669,2016-01-28,12.646666526794434,12.751999855041504,12.160667419433594,12.719332695007324,68892000,0 +670,2016-01-29,12.74666690826416,12.916000366210938,12.538666725158691,12.66333293914795,42784500,1 +671,2016-02-01,13.129332542419434,13.3013334274292,12.18333339691162,12.583999633789062,79464000,-1 +672,2016-02-02,12.185333251953123,12.874667167663574,12.01533317565918,12.82800006866455,86604000,-1 +673,2016-02-03,11.565333366394045,12.262666702270508,11.345333099365234,12.239333152770996,118971000,-1 +674,2016-02-04,11.68866729736328,11.732000350952148,11.13266658782959,11.380000114440918,65781000,1 +675,2016-02-05,10.84000015258789,11.533332824707031,10.515999794006348,11.420000076293944,141564000,0 +676,2016-02-08,9.866000175476074,10.476667404174805,9.733332633972168,10.473333358764648,139695000,-1 +677,2016-02-09,9.883333206176758,10.652667045593262,9.403332710266112,9.48799991607666,129774000,1 +678,2016-02-10,9.57800006866455,10.33133316040039,9.449333190917969,10.033332824707031,156097500,-1 +679,2016-02-11,10.031332969665527,10.883999824523926,9.800000190734863,10.133333206176758,213786000,1 +680,2016-02-12,10.06933307647705,10.46733283996582,9.579999923706056,10.333333015441896,108537000,1 +681,2016-02-16,10.344667434692385,10.863332748413086,10.27400016784668,10.579999923706056,83907000,1 +682,2016-02-17,11.245332717895508,11.28933334350586,10.445332527160645,10.600000381469728,87378000,1 +683,2016-02-18,11.118000030517578,11.529999732971191,10.98466682434082,11.494667053222656,58314000,0 +684,2016-02-19,11.10533332824707,11.166000366210938,10.833333015441896,10.910667419433594,44391000,0 +685,2016-02-22,11.849332809448242,11.927332878112791,11.32333278656006,11.341333389282228,75901500,1 +686,2016-02-23,11.814000129699709,12.11533260345459,11.57866668701172,11.744000434875488,89766000,0 +687,2016-02-24,11.93333339691162,11.966667175292969,11.189332962036133,11.516667366027832,80934000,-1 +688,2016-02-25,12.495332717895508,12.567999839782717,11.68000030517578,11.90999984741211,86260500,-1 +689,2016-02-26,12.689332962036133,12.800000190734863,12.333333015441896,12.579999923706056,90976500,0 +690,2016-02-29,12.795332908630373,13.09000015258789,12.614666938781738,12.826666831970217,67485000,-1 +691,2016-03-01,12.423333168029783,13.063332557678224,12.18000030517578,12.949999809265137,100683000,-1 +692,2016-03-02,12.555999755859377,12.567999839782717,12.100000381469728,12.248666763305664,72936000,0 +693,2016-03-03,13.04933261871338,13.161333084106444,12.281332969665527,12.552000045776367,72435000,-1 +694,2016-03-04,13.402667045593262,13.60200023651123,13.166666984558104,13.199999809265137,97336500,1 +695,2016-03-07,13.685999870300291,13.979999542236328,13.15999984741211,13.178667068481444,79941000,0 +696,2016-03-08,13.506667137145996,13.833333015441896,13.479999542236328,13.56666660308838,62680500,0 +697,2016-03-09,13.914667129516602,13.958000183105469,13.519332885742188,13.63466739654541,48129000,1 +698,2016-03-10,13.678667068481444,14.219332695007324,13.378000259399414,14.0,77887500,1 +699,2016-03-11,13.833333015441896,13.961333274841309,13.68866729736328,13.862000465393066,50146500,1 +700,2016-03-14,14.34333324432373,14.447999954223633,14.042667388916016,14.17666721343994,60985500,1 +701,2016-03-15,14.555999755859377,14.597999572753906,14.100000381469728,14.284667015075684,47707500,1 +702,2016-03-16,14.795332908630373,14.838666915893556,14.468000411987305,14.533332824707031,52750500,-1 +703,2016-03-17,15.092000007629396,15.233332633972168,14.666666984558104,14.764666557312012,56743500,1 +704,2016-03-18,15.515999794006348,15.631999969482422,15.20400047302246,15.273332595825195,70677000,0 +705,2016-03-21,15.887999534606934,15.991999626159668,15.666666984558104,15.689332962036133,79617000,1 +706,2016-03-22,15.616000175476074,15.932666778564451,15.503999710083008,15.814000129699709,64740000,1 +707,2016-03-23,14.838666915893556,15.648667335510254,14.802000045776367,15.4913330078125,74232000,1 +708,2016-03-24,15.18333339691162,15.259332656860352,14.333333015441896,14.385333061218262,74413500,0 +709,2016-03-28,15.350666999816896,15.654000282287598,15.0,15.440667152404783,58885500,-1 +710,2016-03-29,15.342000007629396,15.491999626159668,15.022000312805176,15.326000213623049,60214500,-1 +711,2016-03-30,15.12600040435791,15.699999809265137,15.100000381469728,15.672666549682615,60495000,1 +712,2016-03-31,15.317999839782717,15.82800006866455,15.000666618347168,15.28933334350586,120193500,-1 +713,2016-04-01,15.839332580566406,16.52666664123535,15.550000190734863,16.32200050354004,239962500,1 +714,2016-04-04,16.465999603271484,16.808000564575195,16.242666244506836,16.607999801635742,202129500,-1 +715,2016-04-05,17.031333923339844,17.104000091552734,16.0,16.03333282470703,149230500,-1 +716,2016-04-06,17.69466781616211,17.849332809448242,16.89666748046875,16.931333541870117,175582500,-1 +717,2016-04-07,17.14666748046875,17.95599937438965,16.96733283996582,17.76333236694336,132843000,-1 +718,2016-04-08,16.67133331298828,17.38800048828125,16.534666061401367,17.366666793823242,110458500,1 +719,2016-04-11,16.661333084106445,17.266000747680664,16.35333251953125,16.733333587646484,137425500,-1 +720,2016-04-12,16.521333694458008,16.786666870117188,16.242000579833984,16.633333206176758,86448000,1 +721,2016-04-13,16.968666076660156,17.03333282470703,16.488666534423828,16.567333221435547,73884000,1 +722,2016-04-14,16.790666580200195,17.12266731262207,16.73666763305664,16.866666793823242,61983000,0 +723,2016-04-15,16.96733283996582,16.97333335876465,16.607999801635742,16.753999710083008,56286000,0 +724,2016-04-18,16.92533302307129,17.220666885375977,16.777332305908203,16.815332412719727,64071000,1 +725,2016-04-19,16.4913330078125,16.95800018310547,16.083332061767578,16.874666213989258,95362500,-1 +726,2016-04-20,16.6646671295166,16.910667419433594,16.100000381469727,16.417333602905273,77911500,1 +727,2016-04-21,16.55266761779785,16.726667404174805,16.46066665649414,16.599332809448242,41746500,1 +728,2016-04-22,16.916667938232422,16.933332443237305,16.380666732788086,16.592666625976562,56794500,1 +729,2016-04-25,16.788000106811523,17.158666610717773,16.71733283996582,16.867332458496094,55054500,1 +730,2016-04-26,16.916000366210938,17.048667907714844,16.625999450683594,16.803333282470703,48357000,0 +731,2016-04-27,16.764667510986328,17.0,16.626667022705078,16.850000381469727,48087000,-1 +732,2016-04-28,16.513999938964844,16.89533233642578,16.496000289916992,16.656667709350586,37785000,1 +733,2016-04-29,16.05066680908203,16.562000274658203,15.854000091552734,16.542667388916016,81207000,1 +734,2016-05-02,16.1200008392334,16.21266746520996,15.654666900634766,16.100000381469727,57658500,1 +735,2016-05-03,15.48799991607666,15.927332878112791,15.441332817077637,15.824000358581545,64533000,1 +736,2016-05-04,14.837332725524902,15.630666732788086,14.69333267211914,15.352666854858398,130507500,-1 +737,2016-05-05,14.10200023651123,15.242667198181152,13.986000061035156,15.230667114257812,168822000,1 +738,2016-05-06,14.32866668701172,14.424667358398438,13.87399959564209,14.05799961090088,85278000,-1 +739,2016-05-09,13.928000450134276,14.40999984741211,13.786666870117188,14.381333351135254,71646000,-1 +740,2016-05-10,13.912667274475098,13.964667320251465,13.666666984558104,13.83666706085205,61059000,-1 +741,2016-05-11,13.93066692352295,14.36533260345459,13.736666679382324,13.839332580566406,77428500,0 +742,2016-05-12,13.8186674118042,14.111332893371582,13.577333450317385,14.095999717712402,54757500,1 +743,2016-05-13,13.84066677093506,14.079999923706056,13.779999732971191,13.85200023651123,42342000,-1 +744,2016-05-16,13.88599967956543,14.210000038146973,13.861332893371582,13.876667022705078,44241000,-1 +745,2016-05-17,13.644000053405762,13.98799991607666,13.601332664489746,13.936667442321776,42654000,-1 +746,2016-05-18,14.07800006866455,14.354000091552734,13.850000381469728,13.94333267211914,84262500,1 +747,2016-05-19,14.347332954406738,14.452667236328123,13.81999969482422,14.2413330078125,102994500,1 +748,2016-05-20,14.685333251953123,14.703332901000977,14.423333168029783,14.465999603271484,135106500,-1 +749,2016-05-23,14.414667129516602,14.84000015258789,14.390666961669922,14.657999992370604,76537500,0 +750,2016-05-24,14.52733325958252,14.582667350769045,14.345333099365234,14.4399995803833,45207000,-1 +751,2016-05-25,14.638667106628418,14.757332801818848,14.434000015258787,14.52733325958252,46902000,-1 +752,2016-05-26,15.008000373840332,15.017333030700684,14.603333473205566,14.699999809265137,61086000,-1 +753,2016-05-27,14.869333267211914,15.062000274658203,14.716667175292969,14.999333381652832,54754500,0 +754,2016-05-31,14.881999969482422,14.983332633972168,14.766667366027832,14.869333267211914,41835000,0 +755,2016-06-01,14.637332916259766,14.826666831970217,14.459333419799805,14.76533317565918,44740500,1 +756,2016-06-02,14.597332954406738,14.660667419433594,14.473999977111816,14.63933277130127,30492000,-1 +757,2016-06-03,14.599332809448242,14.79599952697754,14.534000396728516,14.666666984558104,33435000,1 +758,2016-06-06,14.711999893188477,14.726667404174805,14.363332748413086,14.533332824707031,33742500,1 +759,2016-06-07,15.489333152770996,15.629332542419434,14.767999649047852,14.815999984741213,93204000,1 +760,2016-06-08,15.701333045959473,16.05666732788086,15.507332801818848,15.58666706085205,89580000,1 +761,2016-06-09,15.290666580200195,15.68866729736328,15.137332916259766,15.665332794189451,67381500,-1 +762,2016-06-10,14.586000442504885,15.197999954223633,14.56133270263672,15.15933322906494,90399000,-1 +763,2016-06-13,14.524666786193848,15.0513334274292,14.510666847229004,14.633333206176758,62895000,-1 +764,2016-06-14,14.330666542053224,14.813332557678224,14.16866683959961,14.592000007629396,53703000,1 +765,2016-06-15,14.513333320617676,14.793333053588867,14.342000007629396,14.463333129882812,43627500,1 +766,2016-06-16,14.528667449951172,14.53600025177002,14.233332633972168,14.494667053222656,36604500,1 +767,2016-06-17,14.364666938781738,14.666000366210938,14.300000190734863,14.52066707611084,46689000,0 +768,2016-06-20,14.646666526794434,14.916666984558104,14.548666954040527,14.633333206176758,53332500,1 +769,2016-06-21,14.640666961669922,14.838000297546388,14.587332725524902,14.711999893188477,67935000,1 +770,2016-06-22,13.11066722869873,13.729999542236328,13.050000190734863,13.29800033569336,356136000,-1 +771,2016-06-23,13.09333324432373,13.170000076293944,12.808667182922363,13.04599952697754,151960500,-1 +772,2016-06-24,12.876667022705078,13.008000373840332,12.648667335510254,12.670000076293944,105397500,-1 +773,2016-06-27,13.236666679382324,13.253999710083008,12.524666786193848,12.723999977111816,108081000,-1 +774,2016-06-28,13.452667236328123,13.603333473205566,13.293999671936035,13.459333419799805,93186000,1 +775,2016-06-29,14.012666702270508,14.118666648864746,13.533332824707031,13.675333023071287,89923500,-1 +776,2016-06-30,14.152000427246094,14.233332633972168,13.934666633605955,14.197999954223633,72646500,-1 +777,2016-07-01,14.43333339691162,14.54933261871338,13.733332633972168,13.742667198181152,81000000,-1 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+787,2016-07-18,15.083333015441896,15.13933277130127,14.553333282470703,14.642666816711426,51181500,1 +788,2016-07-19,15.017333030700684,15.273332595825195,14.983332633972168,15.0,46726500,-1 +789,2016-07-20,15.223999977111816,15.31999969482422,15.0,15.097999572753906,38527500,1 +790,2016-07-21,14.699999809265137,15.1899995803833,14.606666564941406,15.06666660308838,66430500,1 +791,2016-07-22,14.817999839782717,14.966667175292969,14.592000007629396,14.79933261871338,38695500,-1 +792,2016-07-25,15.333999633789062,15.425999641418455,14.758000373840332,14.817999839782717,67360500,1 +793,2016-07-26,15.300666809082031,15.333333015441896,15.020000457763672,15.179332733154297,51450000,-1 +794,2016-07-27,15.232666969299316,15.557332992553713,15.128000259399414,15.28933334350586,43335000,1 +795,2016-07-28,15.37399959564209,15.383999824523926,15.106666564941406,15.196666717529297,36286500,1 +796,2016-07-29,15.652667045593262,15.685333251953123,15.349332809448242,15.380000114440918,46062000,-1 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+815,2016-08-25,14.730667114257812,14.920000076293944,14.718000411987305,14.87399959564209,26437500,1 +816,2016-08-26,14.666000366210938,14.857333183288574,14.588000297546388,14.809332847595217,33585000,1 +817,2016-08-29,14.346667289733888,14.69333267211914,14.333333015441896,14.67666721343994,48994500,0 +818,2016-08-30,14.089332580566406,14.407333374023438,14.034667015075684,14.407333374023438,47533500,0 +819,2016-08-31,14.133999824523926,14.173333168029783,13.90999984741211,14.028667449951172,49147500,1 +820,2016-09-01,13.38466739654541,14.07333278656006,13.366666793823242,13.934000015258787,119146500,-1 +821,2016-09-02,13.185333251953123,13.546667098999023,13.079999923706056,13.488666534423828,89661000,-1 +822,2016-09-06,13.522000312805176,13.550000190734863,13.266667366027832,13.267999649047852,65859000,1 +823,2016-09-07,13.447333335876465,13.766667366027832,13.380666732788086,13.699999809265137,54613500,1 +824,2016-09-08,13.157333374023438,13.326000213623049,13.09066677093506,13.303333282470703,50668500,-1 +825,2016-09-09,12.964667320251465,13.32800006866455,12.91333293914795,13.272666931152344,56355000,1 +826,2016-09-12,13.220000267028809,13.424667358398438,12.9399995803833,13.0,55728000,1 +827,2016-09-13,13.06999969482422,13.232666969299316,12.896666526794434,13.137332916259766,53841000,1 +828,2016-09-14,13.093999862670898,13.194666862487791,12.990667343139648,13.050000190734863,33817500,-1 +829,2016-09-15,13.361332893371582,13.501333236694336,13.09333324432373,13.099332809448242,46158000,-1 +830,2016-09-16,13.69333267211914,13.713333129882812,13.266667366027832,13.361332893371582,46617000,1 +831,2016-09-19,13.755999565124512,13.961999893188477,13.666666984558104,13.800000190734863,34492500,-1 +832,2016-09-20,13.642666816711426,13.850000381469728,13.593999862670898,13.789999961853027,36157500,-1 +833,2016-09-21,13.6813325881958,13.800000190734863,13.437333106994627,13.758000373840332,39502500,1 +834,2016-09-22,13.76200008392334,13.8186674118042,13.533332824707031,13.760000228881836,35743500,-1 +835,2016-09-23,13.829999923706056,14.01200008392334,13.711333274841309,13.732666969299316,43578000,-1 +836,2016-09-26,13.932666778564451,14.06666660308838,13.766667366027832,13.766667366027832,35916000,1 +837,2016-09-27,13.720666885375977,13.998666763305664,13.640666961669922,13.976667404174805,50598000,1 +838,2016-09-28,13.751333236694336,13.883333206176758,13.684000015258787,13.833999633789062,31326000,1 +839,2016-09-29,13.380000114440918,13.821999549865724,13.371999740600586,13.706666946411133,40905000,-1 +840,2016-09-30,13.60200023651123,13.665332794189451,13.303333282470703,13.480667114257812,38794500,-1 +841,2016-10-03,14.24666690826416,14.378000259399414,13.883333206176758,14.153332710266112,89998500,1 +842,2016-10-04,14.093999862670898,14.221332550048828,13.92133331298828,14.206666946411133,53122500,0 +843,2016-10-05,13.897333145141602,14.210000038146973,13.874667167663574,14.149333000183104,28162500,1 +844,2016-10-06,13.399999618530272,13.61400032043457,13.347332954406738,13.497332572937012,70551000,-1 +845,2016-10-07,13.107333183288574,13.42133331298828,13.053333282470703,13.399999618530272,52395000,1 +846,2016-10-10,13.396666526794434,13.609333038330078,13.310667037963867,13.423333168029783,49744500,-1 +847,2016-10-11,13.34000015258789,13.479999542236328,13.220666885375977,13.456666946411133,34926000,-1 +848,2016-10-12,13.434000015258787,13.592000007629396,13.361332893371582,13.396666526794434,29560500,-1 +849,2016-10-13,13.349332809448242,13.393333435058594,13.136667251586914,13.366666793823242,37419000,-1 +850,2016-10-14,13.100666999816896,13.428667068481444,13.08666706085205,13.37733268737793,64048500,-1 +851,2016-10-17,12.93066692352295,13.22599983215332,12.800000190734863,13.136667251586914,68311500,1 +852,2016-10-18,13.273332595825195,13.29800033569336,12.883999824523926,13.065999984741213,85207500,1 +853,2016-10-19,13.570667266845703,13.77733325958252,13.20400047302246,13.315999984741213,104868000,1 +854,2016-10-20,13.273332595825195,13.533332824707031,13.136667251586914,13.474666595458984,76093500,1 +855,2016-10-21,13.339332580566406,13.437999725341797,13.160667419433594,13.239999771118164,44151000,1 +856,2016-10-24,13.517333030700684,13.596667289733888,13.350000381469728,13.399999618530272,41274000,-1 +857,2016-10-25,13.489333152770996,13.645999908447266,13.41333293914795,13.526666641235352,36675000,-1 +858,2016-10-26,13.482666969299316,13.54599952697754,13.34000015258789,13.399999618530272,84492000,1 +859,2016-10-27,13.600666999816896,14.24666690826416,13.44333267211914,14.089332580566406,196405500,-1 +860,2016-10-28,13.33133316040039,13.687999725341797,13.321999549865724,13.600000381469728,64201500,1 +861,2016-10-31,13.182000160217283,13.499333381652832,13.053999900817873,13.499333381652832,70384500,1 +862,2016-11-01,12.719332695007324,13.233332633972168,12.540666580200195,13.202667236328123,105900000,1 +863,2016-11-02,12.534667015075684,12.846667289733888,12.500666618347168,12.670000076293944,63801000,1 +864,2016-11-03,12.494667053222656,12.764666557312012,12.469332695007324,12.600000381469728,39795000,0 +865,2016-11-04,12.70400047302246,12.897333145141602,12.397333145141602,12.600000381469728,77190000,1 +866,2016-11-07,12.880666732788086,12.952667236328123,12.670000076293944,12.906000137329102,58051500,-1 +867,2016-11-08,12.996000289916992,13.166000366210938,12.750666618347168,12.919333457946776,49014000,1 +868,2016-11-09,12.670666694641112,12.800000190734863,12.263333320617676,12.458666801452637,122596500,1 +869,2016-11-10,12.356666564941406,12.77400016784668,12.027999877929688,12.736666679382324,101254500,-1 +870,2016-11-11,12.570667266845703,12.592000007629396,12.199999809265137,12.28266716003418,59827500,1 +871,2016-11-14,12.096667289733888,12.550000190734863,11.879332542419434,12.533332824707031,98283000,1 +872,2016-11-15,12.251333236694336,12.428667068481444,12.136667251586914,12.185333251953123,58530000,1 +873,2016-11-16,12.26200008392334,12.315333366394045,12.080666542053224,12.17666721343994,51516000,1 +874,2016-11-17,12.577333450317385,12.63266658782959,12.140666961669922,12.232666969299316,73306500,1 +875,2016-11-18,12.334667205810549,12.866666793823242,12.333333015441896,12.710000038146973,78154500,1 +876,2016-11-21,12.3013334274292,12.592666625976562,12.293999671936035,12.336000442504885,65415000,-1 +877,2016-11-22,12.744667053222656,12.764666557312012,12.247332572937012,12.38933277130127,84051000,1 +878,2016-11-23,12.87600040435791,13.042667388916016,12.600000381469728,12.707332611083984,73378500,0 +879,2016-11-25,13.109999656677246,13.149333000183104,12.90933322906494,12.90933322906494,35491500,0 +880,2016-11-28,13.074666976928713,13.289999961853027,12.970000267028809,13.031999588012695,67938000,-1 +881,2016-11-29,12.637999534606934,13.11533260345459,12.633333206176758,13.03733253479004,66589500,-1 +882,2016-11-30,12.626667022705078,12.792667388916016,12.5,12.733332633972168,53206500,1 +883,2016-12-01,12.125332832336426,12.5686674118042,12.06666660308838,12.550000190734863,76896000,-1 +884,2016-12-02,12.097999572753906,12.325332641601562,12.0,12.19200038909912,60634500,0 +885,2016-12-05,12.453332901000977,12.592666625976562,12.167332649230955,12.167332649230955,61083000,0 +886,2016-12-06,12.390000343322754,12.43866729736328,12.178667068481444,12.368000030517578,50874000,-1 +887,2016-12-07,12.876667022705078,12.893333435058594,12.333333015441896,12.40999984741211,81928500,-1 +888,2016-12-08,12.81933307647705,12.833333015441896,12.63599967956543,12.803333282470703,47911500,0 +889,2016-12-09,12.812000274658203,12.922666549682615,12.720666885375977,12.724666595458984,40837500,0 +890,2016-12-12,12.82866668701172,12.961333274841309,12.745332717895508,12.853333473205566,36583500,-1 +891,2016-12-13,13.210000038146973,13.41866683959961,12.866666793823242,12.878666877746582,102358500,1 +892,2016-12-14,13.246000289916992,13.533332824707031,13.11733341217041,13.249333381652832,62263500,1 +893,2016-12-15,13.17199993133545,13.38266658782959,13.15933322906494,13.227333068847656,48294000,-1 +894,2016-12-16,13.499333381652832,13.505999565124512,13.173333168029783,13.20533275604248,56953500,0 +895,2016-12-19,13.51533317565918,13.630000114440918,13.322667121887209,13.499333381652832,52321500,1 +896,2016-12-20,13.919333457946776,13.93333339691162,13.5,13.536666870117188,70336500,1 +897,2016-12-21,13.846667289733888,14.148667335510254,13.827333450317385,13.896666526794434,78114000,1 +898,2016-12-22,13.896666526794434,13.999333381652832,13.766667366027832,13.881333351135254,46666500,1 +899,2016-12-23,14.22266674041748,14.229999542236328,13.847332954406738,13.866666793823242,70057500,1 +900,2016-12-27,14.635333061218262,14.81666660308838,14.29466724395752,14.325332641601562,88735500,1 +901,2016-12-28,14.649333000183104,14.920000076293944,14.479999542236328,14.768667221069336,56737500,-1 +902,2016-12-29,14.312000274658203,14.613332748413086,14.274666786193848,14.570667266845703,60675000,1 +903,2016-12-30,14.246000289916992,14.5,14.112000465393066,14.420000076293944,69639000,1 +904,2017-01-03,14.465999603271484,14.68866729736328,14.064000129699709,14.324000358581545,88849500,-1 +905,2017-01-04,15.13266658782959,15.199999809265137,14.28733253479004,14.31666660308838,168202500,-1 +906,2017-01-05,15.116666793823242,15.165332794189451,14.796667098999023,15.094667434692385,88675500,-1 +907,2017-01-06,15.267333030700684,15.354000091552734,15.029999732971191,15.128666877746582,82918500,1 +908,2017-01-09,15.41866683959961,15.461333274841309,15.199999809265137,15.264666557312012,59692500,1 +909,2017-01-10,15.324666976928713,15.466667175292969,15.12600040435791,15.466667175292969,54900000,-1 +910,2017-01-11,15.315333366394045,15.33199977874756,15.112000465393066,15.271332740783691,54762000,-1 +911,2017-01-12,15.305999755859377,15.380000114440918,15.038666725158691,15.27066707611084,56853000,0 +912,2017-01-13,15.850000381469728,15.856666564941406,15.305999755859377,15.333333015441896,91395000,1 +913,2017-01-17,15.70533275604248,15.997332572937012,15.624667167663574,15.779999732971191,69262500,1 +914,2017-01-18,15.890666961669922,15.980667114257812,15.70533275604248,15.776666641235352,56535000,1 +915,2017-01-19,16.250667572021484,16.57866668701172,16.049999237060547,16.483333587646484,115984500,-1 +916,2017-01-20,16.315332412719727,16.399999618530273,16.200666427612305,16.36400032043457,63064500,-1 +917,2017-01-23,16.594667434692383,16.72599983215332,16.366666793823242,16.389999389648438,93943500,0 +918,2017-01-24,16.974000930786133,16.98666763305664,16.643333435058594,16.666667938232422,74482500,0 +919,2017-01-25,16.96466636657715,17.230667114257812,16.786666870117188,17.15399932861328,77139000,0 +920,2017-01-26,16.833999633789062,17.049333572387695,16.71666717529297,16.952667236328125,47281500,-1 +921,2017-01-27,16.863332748413086,16.866666793823242,16.56800079345703,16.7586669921875,47494500,0 +922,2017-01-30,16.708667755126953,17.019332885742188,16.47333335876465,16.8353328704834,57016500,-1 +923,2017-01-31,16.795333862304688,17.05933380126953,16.51333236694336,16.615999221801758,61741500,-1 +924,2017-02-01,16.615999221801758,16.8799991607666,16.60333251953125,16.8700008392334,59382000,-1 +925,2017-02-02,16.770000457763672,16.827999114990234,16.513999938964844,16.555999755859375,37497000,1 +926,2017-02-03,16.755332946777344,16.812000274658203,16.64533233642578,16.79400062561035,32800500,0 +927,2017-02-06,17.184667587280273,17.187999725341797,16.708667755126953,16.733333587646484,53437500,-1 +928,2017-02-07,17.165332794189453,17.333332061767578,17.094667434692383,17.21266746520996,63672000,1 +929,2017-02-08,17.472000122070312,17.55733299255371,17.079999923706055,17.156667709350586,58995000,0 +930,2017-02-09,17.946666717529297,18.07866668701172,17.74333381652832,17.75,117303000,-1 +931,2017-02-10,17.948667526245117,18.06333351135254,17.74066734313965,17.986000061035156,54295500,-1 +932,2017-02-13,18.706666946411133,18.71933364868164,18.03400039672852,18.04933357238769,105444000,1 +933,2017-02-14,18.73200035095215,19.159332275390625,18.573999404907227,18.60199928283692,110178000,1 +934,2017-02-15,18.65066719055176,18.81599998474121,18.429332733154297,18.666667938232425,74218500,1 +935,2017-02-16,17.93000030517578,18.666667938232425,17.899999618530273,18.50666618347168,106159500,-1 +936,2017-02-17,18.148666381835938,18.19266700744629,17.610000610351562,17.719999313354492,93856500,1 +937,2017-02-21,18.49266624450684,18.76000022888184,18.267332077026367,18.36333274841309,85150500,1 +938,2017-02-22,18.233999252319336,18.89666748046875,18.17333221435547,18.687332153320312,131325000,-1 +939,2017-02-23,17.06599998474121,17.643999099731445,17.03733253479004,17.600000381469727,223728000,-1 +940,2017-02-24,17.133333206176758,17.21666717529297,16.68000030517578,16.8439998626709,122574000,1 +941,2017-02-27,16.415332794189453,16.55733299255371,16.134000778198242,16.544666290283203,171912000,-1 +942,2017-02-28,16.666000366210938,16.733333587646484,16.260000228881836,16.279333114624023,91171500,1 +943,2017-03-01,16.667999267578125,16.989999771118164,16.607332229614258,16.94533348083496,72142500,-1 +944,2017-03-02,16.698667526245117,16.885332107543945,16.551332473754883,16.6473331451416,50277000,1 +945,2017-03-03,16.771333694458008,16.793333053588867,16.600000381469727,16.715999603271484,43791000,-1 +946,2017-03-06,16.747333526611328,16.780000686645508,16.500667572021484,16.527332305908203,50332500,-1 +947,2017-03-07,16.57266616821289,16.926000595092773,16.55466651916504,16.794666290283203,51892500,1 +948,2017-03-08,16.45800018310547,16.67133331298828,16.35466766357422,16.46666717529297,55878000,1 +949,2017-03-09,16.32666778564453,16.577333450317383,16.200000762939453,16.5086669921875,58189500,1 +950,2017-03-10,16.246000289916992,16.433332443237305,16.200000762939453,16.413999557495117,45994500,1 +951,2017-03-13,16.411333084106445,16.456666946411133,16.185333251953125,16.321332931518555,45339000,1 +952,2017-03-14,17.200000762939453,17.20800018310547,16.40133285522461,16.407333374023438,113976000,1 +953,2017-03-15,17.048667907714844,17.399999618530273,16.951332092285156,17.133333206176758,79962000,1 +954,2017-03-16,17.469999313354492,17.71666717529297,17.270666122436523,17.49333381652832,106983000,1 +955,2017-03-17,17.433332443237305,17.68866729736328,17.413333892822266,17.600000381469727,97462500,1 +956,2017-03-20,17.461332321166992,17.636667251586914,17.254667282104492,17.373332977294922,54214500,1 +957,2017-03-21,16.711999893188477,17.65333366394043,16.682666778564453,17.52199935913086,103629000,1 +958,2017-03-22,17.000667572021484,17.004667282104492,16.700666427612305,16.770666122436523,60889500,0 +959,2017-03-23,16.985332489013672,17.17799949645996,16.886667251586914,17.025999069213867,49803000,0 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+1105,2017-10-19,23.45400047302246,23.809999465942383,23.21333312988281,23.70400047302246,75927000,1 +1106,2017-10-20,23.00666618347168,23.63666725158692,22.95599937438965,23.512666702270508,73956000,-1 +1107,2017-10-23,22.468000411987305,23.32999992370605,22.416667938232425,23.32533264160156,86209500,1 +1108,2017-10-24,22.48933219909668,22.85333251953125,22.4106674194336,22.58666610717773,67375500,-1 +1109,2017-10-25,21.7226676940918,22.5,21.570667266845703,22.446666717529297,128911500,-1 +1110,2017-10-26,21.744667053222656,22.01533317565918,21.546667098999023,21.85199928283692,75352500,-1 +1111,2017-10-27,21.391332626342773,21.639333724975582,21.11066627502441,21.31666755676269,104695500,-1 +1112,2017-10-30,21.338666915893555,21.5853328704834,21.14999961853028,21.27866744995117,63816000,1 +1113,2017-10-31,22.10199928283692,22.1299991607666,21.345333099365234,21.34866714477539,85084500,-1 +1114,2017-11-01,21.405332565307617,22.17399978637696,21.35066795349121,22.14999961853028,126859500,-1 +1115,2017-11-02,19.950666427612305,20.57933235168457,19.5086669921875,20.0086669921875,296871000,-1 +1116,2017-11-03,20.4060001373291,20.416667938232425,19.67533302307129,19.96666717529297,133410000,-1 +1117,2017-11-06,20.185333251953125,20.5,19.93400001525879,20.46666717529297,97290000,1 +1118,2017-11-07,20.40333366394043,20.433332443237305,20.00200080871582,20.06800079345703,79414500,1 +1119,2017-11-08,20.292667388916016,20.459333419799805,20.08666610717773,20.36666679382324,70879500,1 +1120,2017-11-09,20.19933319091797,20.297332763671875,19.753332138061523,20.166667938232425,81706500,0 +1121,2017-11-10,20.19933319091797,20.55733299255371,20.12333297729492,20.166667938232425,69381000,-1 +1122,2017-11-13,21.02666664123535,21.1200008392334,19.94066619873047,20.0086669921875,113773500,-1 +1123,2017-11-14,20.57999992370605,21.09000015258789,20.459999084472656,21.0,85141500,-1 +1124,2017-11-15,20.753332138061523,20.832666397094727,20.100000381469727,20.40066719055176,89680500,-1 +1125,2017-11-16,20.83333206176757,21.209333419799805,20.753332138061523,20.932666778564453,87331500,1 +1126,2017-11-17,21.003332138061523,21.777999877929688,20.87666702270508,21.711332321166992,206026500,1 +1127,2017-11-20,20.582666397094727,21.03333282470703,20.31666755676269,20.91933250427246,123715500,-1 +1128,2017-11-21,21.187332153320312,21.21533393859864,20.58066749572754,20.724000930786133,108919500,-1 +1129,2017-11-22,20.84000015258789,21.161333084106445,20.78933334350586,21.11800003051757,73764000,1 +1130,2017-11-24,21.036666870117188,21.0939998626709,20.733333587646484,20.91933250427246,48661500,1 +1131,2017-11-27,21.12066650390625,21.1560001373291,20.63400077819824,20.88333320617676,68338500,1 +1132,2017-11-28,21.170000076293945,21.33333206176757,20.92799949645996,21.09066772460937,74242500,-1 +1133,2017-11-29,20.502666473388672,21.200000762939453,20.082000732421875,21.15333366394043,131511000,-1 +1134,2017-11-30,20.59000015258789,20.71333312988281,20.30266761779785,20.570667266845703,65274000,-1 +1135,2017-12-01,20.435333251953125,20.6879997253418,20.33666610717773,20.362667083740234,64393500,1 +1136,2017-12-04,20.34666633605957,20.551332473754883,20.040666580200195,20.433332443237305,87526500,-1 +1137,2017-12-05,20.24666786193848,20.53333282470703,20.06666755676269,20.13333320617676,69697500,1 +1138,2017-12-06,20.88400077819824,20.892667770385746,20.0,20.00666618347168,107929500,1 +1139,2017-12-07,20.74933242797852,21.242000579833984,20.73666763305664,20.799999237060547,71709000,1 +1140,2017-12-08,21.0086669921875,21.131999969482425,20.750667572021484,20.97333335876465,52027500,1 +1141,2017-12-11,21.92733383178711,21.93400001525879,20.916667938232425,20.97533226013184,119070000,0 +1142,2017-12-12,22.735332489013672,22.762666702270508,22.00200080871582,22.030000686645508,130998000,1 +1143,2017-12-13,22.60199928283692,22.94799995422364,22.433332443237305,22.728666305541992,93322500,1 +1144,2017-12-14,22.525999069213867,23.16266632080078,22.459999084472656,22.733999252319336,86998500,1 +1145,2017-12-15,22.89666748046875,22.926666259765625,22.38400077819824,22.80266761779785,103998000,-1 +1146,2017-12-18,22.591333389282227,23.115333557128903,22.505332946777344,22.99333381652832,82143000,1 +1147,2017-12-19,22.07333374023437,22.766000747680664,22.020000457763672,22.68400001525879,102375000,1 +1148,2017-12-20,21.93199920654297,22.206666946411133,21.66933250427246,22.179332733154297,89307000,1 +1149,2017-12-21,22.11066627502441,22.24933242797852,21.81399917602539,21.9726676940918,65778000,0 +1150,2017-12-22,21.68000030517578,22.06133270263672,21.65466690063477,21.96733283996582,63237000,1 +1151,2017-12-26,21.152666091918945,21.59600067138672,21.10533332824707,21.588666915893555,65676000,1 +1152,2017-12-27,20.775999069213867,21.178667068481445,20.71666717529297,21.06666755676269,70681500,1 +1153,2017-12-28,21.02400016784668,21.05466651916504,20.63599967956543,20.78333282470703,64744500,1 +1154,2017-12-29,20.75666618347168,21.0939998626709,20.666667938232425,21.07866668701172,56658000,1 +1155,2018-01-02,21.368667602539062,21.474000930786133,20.733333587646484,20.799999237060547,65283000,-1 +1156,2018-01-03,21.14999961853028,21.683332443237305,21.036666870117188,21.39999961853028,67822500,-1 +1157,2018-01-04,20.974666595458984,21.23666763305664,20.3786678314209,20.857999801635746,149194500,-1 +1158,2018-01-05,21.10533332824707,21.14933204650879,20.799999237060547,21.107999801635746,68868000,-1 +1159,2018-01-08,22.42733383178711,22.468000411987305,21.03333282470703,21.06666755676269,147891000,1 +1160,2018-01-09,22.246000289916992,22.58666610717773,21.82666778564453,22.3439998626709,107199000,1 +1161,2018-01-10,22.31999969482422,22.46666717529297,22.0,22.14666748046875,64648500,1 +1162,2018-01-11,22.530000686645508,22.98733329772949,22.21733283996582,22.34933280944824,99682500,1 +1163,2018-01-12,22.4146671295166,22.694000244140625,22.244667053222656,22.57533264160156,72376500,1 +1164,2018-01-16,22.67066764831543,23.0,22.31999969482422,22.502666473388672,97114500,1 +1165,2018-01-17,23.143999099731445,23.26666641235352,22.64999961853028,22.69799995422364,106552500,1 +1166,2018-01-18,22.971332550048828,23.48666763305664,22.916000366210938,23.044666290283203,85287000,1 +1167,2018-01-19,23.334667205810547,23.37266731262207,22.84000015258789,23.0,73324500,1 +1168,2018-01-22,23.437332153320312,23.85533332824707,23.280000686645508,23.293333053588867,93156000,0 +1169,2018-01-23,23.519332885742188,24.03333282470703,23.39999961853028,24.0,81981000,1 +1170,2018-01-24,23.05933380126953,23.64999961853028,22.90133285522461,23.6386661529541,79312500,1 +1171,2018-01-25,22.50933265686035,23.280000686645508,22.426666259765625,23.218000411987305,101104500,-1 +1172,2018-01-26,22.856666564941406,22.933332443237305,22.38066673278809,22.76666641235352,68091000,-1 +1173,2018-01-29,23.302000045776367,23.38999938964844,22.552000045776367,22.656667709350582,71206500,1 +1174,2018-01-30,23.05466651916504,23.218000411987305,22.81133270263672,23.00933265686035,70765500,-1 +1175,2018-01-31,23.62066650390625,23.746000289916992,23.012666702270508,23.16733360290528,93211500,-1 +1176,2018-02-01,23.28333282470703,23.977333068847656,23.242000579833984,23.39999961853028,62965500,1 +1177,2018-02-02,22.916667938232425,23.46333312988281,22.700666427612305,23.22933387756348,55572000,1 +1178,2018-02-05,22.20866775512696,22.96466636657715,22.200000762939453,22.531333923339844,66961500,1 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+1224,2018-04-12,19.60533332824707,20.26333236694336,19.57866668701172,20.15466690063477,114132000,-1 +1225,2018-04-13,20.022666931152344,20.26333236694336,19.73200035095215,20.239999771118164,109908000,-1 +1226,2018-04-16,19.41399955749512,19.977333068847656,19.267332077026367,19.933332443237305,95077500,-1 +1227,2018-04-17,19.179332733154297,19.47800064086914,18.833999633789062,19.257999420166016,105000000,-1 +1228,2018-04-18,19.55666732788086,20.016000747680664,19.21066665649414,19.405332565307617,98365500,-1 +1229,2018-04-19,20.005332946777344,20.067333221435547,19.23666763305664,19.405332565307617,91359000,1 +1230,2018-04-20,19.34933280944824,19.998666763305664,19.31666755676269,19.67799949645996,84418500,-1 +1231,2018-04-23,18.891332626342773,19.44133377075196,18.82200050354004,19.41933250427246,73401000,1 +1232,2018-04-24,18.8973331451416,19.139333724975582,18.56399917602539,19.0,85279500,1 +1233,2018-04-25,18.71266746520996,19.01066780090332,18.483333587646484,18.89999961853028,60204000,1 +1234,2018-04-26,19.03199958801269,19.05266761779785,18.433332443237305,18.58333206176757,65340000,-1 +1235,2018-04-27,19.60533332824707,19.631332397460938,18.92200088500977,19.024667739868164,65469000,-1 +1236,2018-04-30,19.59333229064941,19.915332794189453,19.5,19.573999404907227,63423000,-1 +1237,2018-05-01,19.994667053222656,20.05466651916504,19.54800033569336,19.567333221435547,69384000,-1 +1238,2018-05-02,20.07666778564453,20.456666946411133,19.85199928283692,19.90466690063477,134556000,-1 +1239,2018-05-03,18.96333312988281,19.202667236328125,18.34866714477539,18.586000442504883,260281500,-1 +1240,2018-05-04,19.606000900268555,19.790666580200195,18.634666442871094,18.86666679382324,128541000,-1 +1241,2018-05-07,20.18466758728028,20.3973331451416,19.67799949645996,19.83333206176757,130173000,-1 +1242,2018-05-08,20.131332397460938,20.51666641235352,19.933332443237305,20.053333282470703,88950000,1 +1243,2018-05-09,20.456666946411133,20.46733283996582,20.003332138061523,20.027332305908203,85911000,-1 +1244,2018-05-10,20.334667205810547,20.86599922180176,20.27400016784668,20.5,84774000,-1 +1245,2018-05-11,20.070667266845703,20.59199905395508,19.93866729736328,20.51333236694336,70194000,-1 +1246,2018-05-14,19.46466636657715,20.32933235168457,19.44133377075196,20.221332550048828,109302000,-1 +1247,2018-05-15,18.94533348083496,19.13066673278809,18.700000762939453,19.000667572021484,142788000,-1 +1248,2018-05-16,19.09866714477539,19.253999710083008,18.770666122436523,18.92200088500977,85110000,-1 +1249,2018-05-17,18.96933364868164,19.279333114624023,18.93133354187012,19.059999465942383,66309000,1 +1250,2018-05-18,18.454666137695312,18.976667404174805,18.26666641235352,18.976667404174805,108778500,1 +1251,2018-05-21,18.965999603271484,19.432666778564453,18.753332138061523,18.755332946777344,137739000,-1 +1252,2018-05-22,18.333999633789062,19.200000762939453,18.22800064086914,19.18400001525879,134187000,1 +1253,2018-05-23,18.60466766357422,18.6606674194336,18.26666641235352,18.517332077026367,89776500,1 +1254,2018-05-24,18.523332595825195,18.74066734313965,18.326000213623047,18.559999465942383,62650500,-1 +1255,2018-05-25,18.59000015258789,18.642667770385746,18.374000549316406,18.5086669921875,58126500,-1 +1256,2018-05-29,18.91733360290528,19.100000381469727,18.40999984741211,18.567333221435547,84999000,-1 +1257,2018-05-30,19.44799995422364,19.66733360290528,18.773332595825195,18.88599967956543,112345500,-1 +1258,2018-05-31,18.98200035095215,19.357999801635746,18.86199951171875,19.1473331451416,88795500,-1 +1259,2018-06-01,19.454666137695312,19.46333312988281,18.922666549682617,19.05733299255371,81366000,-1 +1260,2018-06-04,19.78266716003418,19.933332443237305,19.56999969482422,19.62266731262207,71967000,-1 +1261,2018-06-05,19.408666610717773,19.85333251953125,19.11599922180176,19.84666633605957,89928000,-1 +1262,2018-06-06,21.299999237060547,21.47800064086914,19.832000732421875,20.03333282470703,281509500,1 +1263,2018-06-07,21.07266616821289,22.0,20.905332565307617,21.07666778564453,215179500,-1 +1264,2018-06-08,21.17733383178711,21.631999969482425,21.1433334350586,21.26666641235352,123078000,1 +1265,2018-06-11,22.13999938964844,22.310667037963867,21.5,21.500667572021484,197752500,1 +1266,2018-06-12,22.851333618164062,23.6646671295166,22.53333282470703,22.979999542236328,335211000,-1 +1267,2018-06-13,22.985332489013672,23.14666748046875,22.65333366394043,23.11400032043457,142047000,-1 +1268,2018-06-14,23.847999572753903,23.916667938232425,23.106666564941406,23.17533302307129,164715000,1 +1269,2018-06-15,23.87800025939941,24.31133270263672,23.416667938232425,23.589332580566406,162724500,1 +1270,2018-06-18,24.722000122070312,24.915332794189453,23.63333320617676,23.69333267211914,181098000,1 +1271,2018-06-19,23.503332138061523,24.666667938232425,23.08333206176757,24.3439998626709,191428500,-1 +1272,2018-06-20,24.14800071716309,24.29199981689453,23.46666717529297,23.86933326721192,125755500,-1 +1273,2018-06-21,23.16733360290528,24.41399955749512,23.084667205810547,24.13333320617676,119506500,-1 +1274,2018-06-22,22.242000579833984,23.483333587646484,22.13333320617676,23.43600082397461,153991500,-1 +1275,2018-06-25,22.200666427612305,22.564666748046875,21.83333206176757,22.007999420166016,103969500,-1 +1276,2018-06-26,22.799999237060547,22.90333366394043,21.71999931335449,22.40333366394043,111787500,-1 +1277,2018-06-27,22.96666717529297,23.38599967956543,22.63333320617676,23.0,125005500,-1 +1278,2018-06-28,23.32866668701172,23.801332473754883,23.073999404907227,23.24399948120117,125970000,-1 +1279,2018-06-29,22.86333274841309,23.59066772460937,22.827333450317383,23.55533218383789,97386000,-1 +1280,2018-07-02,22.33799934387207,24.318666458129883,21.989999771118164,24.00466728210449,281397000,1 +1281,2018-07-03,20.724000930786133,22.166000366210938,20.645999908447266,22.11666679382324,184239000,-1 +1282,2018-07-05,20.61066627502441,20.959333419799805,19.74799919128418,20.91733360290528,262146000,-1 +1283,2018-07-06,20.59333229064941,20.80466651916504,20.13333320617676,20.32999992370605,132982500,-1 +1284,2018-07-09,21.233999252319336,21.23466682434082,20.53333282470703,20.79933357238769,113952000,-1 +1285,2018-07-10,21.49799919128418,21.845333099365234,21.280000686645508,21.63733291625977,142072500,1 +1286,2018-07-11,21.263999938964844,21.46266746520996,21.00466728210449,21.053333282470703,73261500,1 +1287,2018-07-12,21.11400032043457,21.548667907714844,20.851333618164062,21.428667068481445,85818000,1 +1288,2018-07-13,21.257999420166016,21.30533218383789,20.61666679382324,21.038667678833008,88047000,1 +1289,2018-07-16,20.67333221435547,21.01066780090332,20.416667938232425,20.78066635131836,117280500,-1 +1290,2018-07-17,21.512666702270508,21.64933204650879,20.56666755676269,20.58733367919922,104943000,1 +1291,2018-07-18,21.59000015258789,21.700000762939453,21.08333206176757,21.666667938232425,84363000,-1 +1292,2018-07-19,21.34866714477539,21.56933212280273,20.93400001525879,21.088666915893555,88729500,-1 +1293,2018-07-20,20.905332565307617,21.54933357238769,20.78066635131836,21.415332794189453,77433000,-1 +1294,2018-07-23,20.21333312988281,20.36666679382324,19.52400016784668,20.12266731262207,164893500,-1 +1295,2018-07-24,19.82866668701172,20.514667510986328,19.503332138061523,20.294666290283203,143862000,-1 +1296,2018-07-25,20.582666397094727,20.641332626342773,19.63333320617676,19.78266716003418,106131000,-1 +1297,2018-07-26,20.44333267211914,20.71333312988281,20.24266624450684,20.32333374023437,69457500,0 +1298,2018-07-27,19.812000274658203,20.512666702270508,19.689332962036133,20.483333587646484,85549500,-1 +1299,2018-07-30,19.344667434692383,19.739999771118164,19.07533264160156,19.726667404174805,102211500,-1 +1300,2018-07-31,19.8759994506836,19.88800048828125,19.271333694458008,19.483333587646484,76153500,1 +1301,2018-08-01,20.05599975585937,20.200000762939453,19.53333282470703,19.86599922180176,151941000,1 +1302,2018-08-02,23.30266761779785,23.332666397094727,21.54400062561035,21.895999908447266,348225000,1 +1303,2018-08-03,23.211332321166992,23.666667938232425,22.8353328704834,23.187332153320312,204847500,-1 +1304,2018-08-06,22.79933357238769,23.665332794189453,22.788000106811523,23.03066635131836,128464500,1 +1305,2018-08-07,25.30466651916504,25.83066749572754,22.61000061035156,22.922666549682617,463137000,-1 +1306,2018-08-08,24.689332962036133,25.50933265686035,24.474666595458984,24.606000900268555,368568000,-1 +1307,2018-08-09,23.49666786193848,24.46733283996582,23.048667907714844,24.3700008392334,257757000,-1 +1308,2018-08-10,23.69933319091797,24.0,23.06666755676269,23.600000381469727,173280000,-1 +1309,2018-08-13,23.76066780090332,24.21266746520996,23.26799964904785,24.07533264160156,156958500,-1 +1310,2018-08-14,23.176000595092773,23.946666717529297,23.13999938964844,23.89666748046875,104796000,-1 +1311,2018-08-15,22.57933235168457,22.965999603271484,22.142667770385746,22.79400062561035,136519500,-1 +1312,2018-08-16,22.36333274841309,22.818666458129883,22.25466728210449,22.6606674194336,90960000,-1 +1313,2018-08-17,20.36666679382324,21.784666061401367,20.235332489013672,21.56666755676269,284379000,-1 +1314,2018-08-20,20.562667846679688,20.56666755676269,19.21333312988281,19.446666717529297,261034500,-1 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+1360,2018-10-24,19.233333587646484,20.29599952697754,19.048667907714844,20.06999969482422,300874500,1 +1361,2018-10-25,20.99066734313965,21.39999961853028,20.067333221435547,21.14800071716309,312610500,1 +1362,2018-10-26,22.059999465942383,22.65999984741211,20.44333267211914,20.549999237060547,411382500,-1 +1363,2018-10-29,22.32333374023437,23.143999099731445,21.76666641235352,22.49799919128418,217290000,1 +1364,2018-10-30,21.99333381652832,22.52666664123535,21.483999252319336,21.892667770385746,136900500,-1 +1365,2018-10-31,22.488000869750977,22.799999237060547,21.940000534057617,22.16933250427246,114364500,-1 +1366,2018-11-01,22.95199966430664,23.189332962036133,22.315332412719727,22.55066680908203,120001500,1 +1367,2018-11-02,23.0939998626709,23.280000686645508,22.727333068847656,22.916000366210938,117120000,1 +1368,2018-11-05,22.76000022888184,22.930667877197266,22.00933265686035,22.700000762939453,117465000,-1 +1369,2018-11-06,22.73733329772949,23.253332138061523,22.4060001373291,22.60466766357422,101443500,-1 +1370,2018-11-07,23.21066665649414,23.41200065612793,22.71999931335449,22.889333724975582,110617500,1 +1371,2018-11-08,23.426666259765625,23.838666915893555,23.22933387756348,23.233333587646484,106360500,1 +1372,2018-11-09,23.367332458496094,23.600000381469727,23.01533317565918,23.26666641235352,76482000,1 +1373,2018-11-12,22.0853328704834,23.318666458129883,22.022666931152344,23.224666595458984,104122500,1 +1374,2018-11-13,22.582000732421875,22.979999542236328,22.14666748046875,22.21066665649414,81729000,-1 +1375,2018-11-14,22.933332443237305,23.14066696166992,22.476667404174805,22.84666633605957,75604500,-1 +1376,2018-11-15,23.22933387756348,23.238666534423828,22.6026668548584,22.82200050354004,69385500,1 +1377,2018-11-16,23.62066650390625,23.71333312988281,23.007999420166016,23.012666702270508,108093000,-1 +1378,2018-11-19,23.564666748046875,24.450000762939453,23.525333404541016,23.756000518798828,145633500,1 +1379,2018-11-20,23.166000366210938,23.31999969482422,22.23666763305664,22.78333282470703,120070500,1 +1380,2018-11-21,22.54599952697754,23.540000915527344,22.49333381652832,23.46666717529297,70302000,1 +1381,2018-11-23,21.722000122070312,22.5,21.703332901000977,22.290000915527344,63039000,0 +1382,2018-11-26,23.06666755676269,23.08133316040039,21.666667938232425,21.666667938232425,119881500,-1 +1383,2018-11-27,22.92799949645996,23.13066673278809,22.36666679382324,22.670000076293945,95374500,-1 +1384,2018-11-28,23.19133377075196,23.21866607666016,22.81399917602539,23.06599998474121,61914000,-1 +1385,2018-11-29,22.744667053222656,23.166667938232425,22.63666725158692,23.13333320617676,46210500,1 +1386,2018-11-30,23.365333557128903,23.440000534057617,22.55066680908203,22.788667678833008,84436500,-1 +1387,2018-12-03,23.89933204650879,24.39999961853028,23.46666717529297,24.0,124597500,1 +1388,2018-12-04,23.979999542236328,24.57866668701172,23.46666717529297,23.73666763305664,126928500,1 +1389,2018-12-06,24.20400047302246,24.492000579833984,23.38400077819824,23.733999252319336,117637500,1 +1390,2018-12-07,23.86466789245605,25.29933357238769,23.84333229064941,24.600000381469727,172668000,1 +1391,2018-12-10,24.34333229064941,24.398666381835938,23.541332244873047,24.0,99202500,1 +1392,2018-12-11,24.450666427612305,24.81133270263672,24.01533317565918,24.6606674194336,94632000,-1 +1393,2018-12-12,24.440000534057617,24.79400062561035,24.3439998626709,24.62800025939941,75405000,1 +1394,2018-12-13,25.11933326721192,25.16266632080078,24.450000762939453,24.676666259765625,110488500,1 +1395,2018-12-14,24.38066673278809,25.19133377075196,24.288667678833008,25.0,95064000,-1 +1396,2018-12-17,23.22800064086914,24.3799991607666,22.92533302307129,24.13333320617676,115110000,-1 +1397,2018-12-18,22.46866607666016,23.43666648864746,22.246000289916992,23.36933326721192,106500000,-1 +1398,2018-12-19,22.19799995422364,23.13400077819824,21.98266792297364,22.50666618347168,124113000,-1 +1399,2018-12-20,21.025333404541016,22.019332885742188,20.791332244873047,21.803333282470703,136078500,1 +1400,2018-12-21,21.31800079345703,21.564666748046875,20.82933235168457,21.15999984741211,120252000,1 +1401,2018-12-24,19.69266700744629,20.96666717529297,19.68000030517578,20.89999961853028,83398500,-1 +1402,2018-12-26,21.73933219909668,21.79800033569336,19.606000900268555,20.0,122446500,1 +1403,2018-12-27,21.07533264160156,21.47800064086914,20.100000381469727,21.32266616821289,128626500,-1 +1404,2018-12-28,22.257999420166016,22.416000366210938,21.227333068847656,21.540000915527344,149085000,1 +1405,2018-12-31,22.18666648864746,22.61400032043457,21.68400001525879,22.519332885742188,94534500,-1 +1406,2019-01-02,20.67466735839844,21.0086669921875,19.920000076293945,20.406667709350582,174879000,-1 +1407,2019-01-03,20.02400016784668,20.62666702270508,19.82533264160156,20.46666717529297,104478000,-1 +1408,2019-01-04,21.179332733154297,21.200000762939453,20.18199920654297,20.39999961853028,110911500,-1 +1409,2019-01-07,22.33066749572754,22.44933319091797,21.183332443237305,21.44799995422364,113268000,1 +1410,2019-01-08,22.356666564941406,22.93400001525879,21.801332473754883,22.797332763671875,105127500,1 +1411,2019-01-09,22.568666458129883,22.89999961853028,22.097999572753903,22.36666679382324,81493500,-1 +1412,2019-01-10,22.99799919128418,23.025999069213867,22.11933326721192,22.293333053588867,90846000,-1 +1413,2019-01-11,23.15066719055176,23.227333068847656,22.584667205810547,22.80599975585937,75586500,1 +1414,2019-01-14,22.293333053588867,22.83333206176757,22.26666641235352,22.82533264160156,78709500,1 +1415,2019-01-15,22.96199989318848,23.253332138061523,22.299999237060547,22.33333206176757,90849000,1 +1416,2019-01-16,23.06999969482422,23.46666717529297,22.89999961853028,22.985332489013672,70375500,1 +1417,2019-01-17,23.15399932861328,23.433332443237305,22.94333267211914,23.08066749572754,55150500,-1 +1418,2019-01-18,20.15066719055176,21.808666229248047,19.98200035095215,21.53333282470703,362262000,-1 +1419,2019-01-22,19.92799949645996,20.53333282470703,19.700000762939453,20.321332931518555,181000500,-1 +1420,2019-01-23,19.172666549682617,19.63333320617676,18.779333114624023,19.5,187950000,-1 +1421,2019-01-24,19.43400001525879,19.57866668701172,18.618667602539062,18.868667602539062,120183000,-1 +1422,2019-01-25,19.80266761779785,19.90133285522461,19.303333282470703,19.6259994506836,108744000,-1 +1423,2019-01-28,19.7586669921875,19.83066749572754,19.183332443237305,19.527332305908203,96349500,-1 +1424,2019-01-29,19.83066749572754,19.90399932861328,19.453332901000977,19.68466758728028,69325500,1 +1425,2019-01-30,20.584667205810547,20.600000381469727,19.89933204650879,20.030000686645508,168754500,1 +1426,2019-01-31,20.468000411987305,20.770666122436523,19.600000381469727,20.06666755676269,188538000,-1 +1427,2019-02-01,20.81399917602539,21.07333374023437,20.233333587646484,20.3613338470459,109251000,-1 +1428,2019-02-04,20.85933303833008,21.020000457763672,20.125333786010746,20.865333557128903,110281500,-1 +1429,2019-02-05,21.42333221435547,21.496000289916992,20.81666755676269,20.832666397094727,101142000,-1 +1430,2019-02-06,21.14800071716309,21.61599922180176,21.041332244873047,21.30599975585937,75577500,-1 +1431,2019-02-07,20.500667572021484,20.979999542236328,20.200000762939453,20.88666725158692,97809000,-1 +1432,2019-02-08,20.38666725158692,20.49666786193848,19.89999961853028,20.4553337097168,87663000,1 +1433,2019-02-11,20.856000900268555,21.239999771118164,20.700000762939453,20.773332595825195,106945500,1 +1434,2019-02-12,20.78733253479004,21.21266746520996,20.641332626342773,21.07999992370605,82764000,1 +1435,2019-02-13,20.544666290283203,20.850000381469727,20.3713321685791,20.82333374023437,77124000,-1 +1436,2019-02-14,20.251333236694336,20.45133209228516,20.06666755676269,20.22533226013184,78012000,1 +1437,2019-02-15,20.525333404541016,20.53333282470703,20.26000022888184,20.299999237060547,58573500,1 +1438,2019-02-19,20.3759994506836,20.769332885742188,20.36466789245605,20.437332153320312,62526000,-1 +1439,2019-02-20,20.17066764831543,20.420000076293945,19.933332443237305,20.29400062561035,107131500,-1 +1440,2019-02-21,19.415332794189453,20.215999603271484,19.36666679382324,20.12066650390625,133638000,-1 +1441,2019-02-22,19.6473331451416,19.76666641235352,19.47333335876465,19.632667541503903,86109000,1 +1442,2019-02-25,19.917999267578125,20.19333267211914,19.799999237060547,19.86066627502441,99397500,-1 +1443,2019-02-26,19.85733222961425,20.13400077819824,19.251333236694336,19.481332778930664,128737500,-1 +1444,2019-02-27,20.98266792297364,21.08666610717773,20.036666870117188,20.118667602539062,167758500,-1 +1445,2019-02-28,21.32533264160156,21.33333206176757,20.720666885375977,21.26133346557617,157810500,-1 +1446,2019-03-01,19.652666091918945,20.47533226013184,19.459999084472656,20.46266746520996,343671000,-1 +1447,2019-03-04,19.02400016784668,19.933332443237305,18.85199928283692,19.87466621398925,256452000,1 +1448,2019-03-05,18.43600082397461,18.933332443237305,18.00666618347168,18.799999237060547,281470500,-1 +1449,2019-03-06,18.416000366210938,18.767332077026367,18.292667388916016,18.43199920654297,155032500,-1 +1450,2019-03-07,18.439332962036133,18.979999542236328,18.28333282470703,18.589332580566406,141637500,1 +1451,2019-03-08,18.94266700744629,19.03933334350586,18.392667770385746,18.46066665649414,132294000,1 +1452,2019-03-11,19.39466667175293,19.41866683959961,18.700000762939453,18.90133285522461,110884500,-1 +1453,2019-03-12,18.89066696166992,19.204666137695312,18.73733329772949,19.09933280944824,112561500,-1 +1454,2019-03-13,19.263999938964844,19.465999603271484,18.84666633605957,18.926666259765625,102670500,-1 +1455,2019-03-14,19.33066749572754,19.69266700744629,19.21933364868164,19.49666786193848,106551000,-1 +1456,2019-03-15,18.36199951171875,18.9146671295166,18.293333053588867,18.90066719055176,221782500,-1 +1457,2019-03-18,17.965999603271484,18.536666870117188,17.81999969482422,18.39999961853028,154215000,-1 +1458,2019-03-19,17.83133316040039,18.21999931335449,17.56399917602539,17.833332061767578,177009000,-1 +1459,2019-03-20,18.239999771118164,18.33133316040039,17.753332138061523,17.979333877563477,103623000,-1 +1460,2019-03-21,18.26799964904785,18.43000030517578,17.89666748046875,18.17333221435547,89206500,-1 +1461,2019-03-22,17.635332107543945,18.18666648864746,17.600000381469727,18.17200088500977,131184000,-1 +1462,2019-03-25,17.3613338470459,17.545333862304688,16.964000701904297,17.31399917602539,153225000,-1 +1463,2019-03-26,17.851333618164062,18.017332077026367,17.6286678314209,17.62933349609375,110263500,-1 +1464,2019-03-27,18.32200050354004,18.357999801635746,17.8786678314209,17.916667938232422,131688000,-1 +1465,2019-03-28,18.57466697692871,18.68866729736328,18.34000015258789,18.477333068847656,101611500,-1 +1466,2019-03-29,18.65733337402344,18.67733383178711,18.299999237060547,18.57999992370605,89869500,-1 +1467,2019-04-01,19.27866744995117,19.280000686645508,18.75200080871582,18.841333389282227,121656000,1 +1468,2019-04-02,19.058666229248047,19.29599952697754,18.92533302307129,19.21999931335449,82183500,-1 +1469,2019-04-03,19.45400047302246,19.744667053222656,19.14466667175293,19.15466690063477,118791000,-1 +1470,2019-04-04,17.851999282836914,18.07999992370605,17.37266731262207,17.459333419799805,355810500,-1 +1471,2019-04-05,18.33066749572754,18.406667709350582,17.74066734313965,17.99066734313965,195574500,-1 +1472,2019-04-08,18.21333312988281,18.74399948120117,18.029333114624023,18.512666702270508,156156000,-1 +1473,2019-04-09,18.15399932861328,18.33333206176757,17.974000930786133,18.11000061035156,88560000,1 +1474,2019-04-10,18.40399932861328,18.558666229248047,18.19266700744629,18.44933319091797,105919500,1 +1475,2019-04-11,17.89466667175293,18.03333282470703,17.706666946411133,17.886667251586914,147538500,-1 +1476,2019-04-12,17.84666633605957,18.1299991607666,17.788667678833008,18.014667510986328,101190000,-1 +1477,2019-04-15,17.7586669921875,17.92533302307129,17.242000579833984,17.908666610717773,150579000,1 +1478,2019-04-16,18.224000930786133,18.33333206176757,17.648000717163086,17.71666717529297,109093500,-1 +1479,2019-04-17,18.082000732421875,18.31933212280273,17.902666091918945,18.31666755676269,76897500,-1 +1480,2019-04-18,18.21733283996582,18.32266616821289,17.983333587646484,18.082000732421875,88144500,-1 +1481,2019-04-22,17.516666412353516,17.978666305541992,17.498666763305664,17.933332443237305,182206500,-1 +1482,2019-04-23,17.593332290649414,17.706666946411133,17.049999237060547,17.343332290649414,164158500,-1 +1483,2019-04-24,17.243999481201172,17.687999725341797,17.200000762939453,17.59000015258789,160912500,-1 +1484,2019-04-25,16.5086669921875,17.266666412353516,16.404666900634766,17.0,327741000,-1 +1485,2019-04-26,15.675999641418455,16.44533348083496,15.408666610717772,16.433332443237305,335410500,1 +1486,2019-04-29,16.097999572753906,16.26533317565918,15.477999687194824,15.723999977111816,250717500,1 +1487,2019-04-30,15.912667274475098,16.28066635131836,15.800000190734863,16.137332916259766,141969000,1 +1488,2019-05-01,15.600666999816896,16.0,15.43333339691162,15.923333168029783,160566000,-1 +1489,2019-05-02,16.273332595825195,16.475332260131836,15.847999572753906,16.368000030517578,272389500,1 +1490,2019-05-03,17.00200080871582,17.107332229614258,16.232667922973633,16.257333755493164,355602000,1 +1491,2019-05-06,17.022666931152344,17.22333335876465,16.566667556762695,16.667999267578125,162508500,1 +1492,2019-05-07,16.470666885375977,17.1473331451416,16.34000015258789,17.1200008392334,151971000,1 +1493,2019-05-08,16.32266616821289,16.706666946411133,16.280000686645508,16.46266746520996,92646000,1 +1494,2019-05-09,16.131999969482422,16.245332717895508,15.79599952697754,16.133333206176758,100671000,-1 +1495,2019-05-10,15.968000411987305,16.132667541503906,15.73466682434082,15.983332633972168,105124500,-1 +1496,2019-05-13,15.133999824523926,15.498000144958496,14.966667175292969,15.46733283996582,162522000,-1 +1497,2019-05-14,15.487333297729492,15.633333206176758,15.199999809265137,15.286666870117188,108786000,1 +1498,2019-05-15,15.463333129882812,15.496000289916992,15.016667366027832,15.288000106811523,109440000,1 +1499,2019-05-16,15.222000122070312,15.399999618530272,15.100000381469728,15.29933261871338,112249500,1 +1500,2019-05-17,14.0686674118042,14.815999984741213,13.928000450134276,14.797332763671877,266800500,-1 +1501,2019-05-20,13.690667152404783,13.733332633972168,13.016667366027832,13.520000457763672,307893000,-1 +1502,2019-05-21,13.67199993133545,13.826666831970217,13.06933307647705,13.184000015258787,270058500,-1 +1503,2019-05-22,12.84866714477539,13.595999717712402,12.785332679748535,13.273332595825195,280278000,-1 +1504,2019-05-23,13.03266716003418,13.29800033569336,12.414667129516602,12.956000328063965,398206500,-1 +1505,2019-05-24,12.708666801452637,13.33199977874756,12.583333015441896,13.321999549865724,212049000,-1 +1506,2019-05-28,12.579999923706056,13.0,12.523332595825195,12.74666690826416,154693500,1 +1507,2019-05-29,12.657333374023438,12.826000213623049,12.336000442504885,12.473333358764648,179529000,-1 +1508,2019-05-30,12.54800033569336,12.817333221435549,12.468000411987305,12.583333015441896,118897500,-1 +1509,2019-05-31,12.343999862670898,12.661333084106444,12.273332595825195,12.34000015258789,156100500,-1 +1510,2019-06-03,11.9313325881958,12.445332527160645,11.79933261871338,12.36733341217041,195966000,-1 +1511,2019-06-04,12.90666675567627,12.932000160217283,11.973999977111816,12.07333278656006,207112500,1 +1512,2019-06-05,13.105999946594238,13.41866683959961,12.789999961853027,13.245332717895508,202662000,1 +1513,2019-06-06,13.729999542236328,14.06666660308838,13.453332901000977,13.629332542419434,303633000,1 +1514,2019-06-07,13.633333206176758,14.055999755859377,13.56666660308838,13.666666984558104,240052500,1 +1515,2019-06-10,14.19200038909912,14.46266746520996,13.934000015258787,14.016667366027832,158775000,-1 +1516,2019-06-11,14.473333358764648,14.726667404174805,14.233332633972168,14.609333038330078,174802500,1 +1517,2019-06-12,13.95066738128662,14.892000198364258,13.93333339691162,14.863332748413086,227962500,1 +1518,2019-06-13,14.260666847229004,14.326666831970217,13.833999633789062,14.025333404541016,122524500,-1 +1519,2019-06-14,14.32800006866455,14.44333267211914,14.026666641235352,14.083333015441896,111501000,1 +1520,2019-06-17,15.001999855041504,15.133333206176758,14.284667015075684,14.36533260345459,184752000,-1 +1521,2019-06-18,14.982666969299316,15.649333000183104,14.837332725524902,15.248000144958496,190737000,-1 +1522,2019-06-19,15.095333099365234,15.184666633605955,14.737333297729492,15.007332801818848,98626500,-1 +1523,2019-06-20,14.641332626342772,15.126667022705078,14.423333168029783,14.866666793823242,177952500,-1 +1524,2019-06-21,14.790666580200195,14.812000274658203,14.366666793823242,14.414667129516602,123031500,-1 +1525,2019-06-24,14.90933322906494,15.057332992553713,14.73466682434082,14.88266658782959,86262000,-1 +1526,2019-06-25,14.650667190551758,15.022666931152344,14.63266658782959,14.959333419799805,92731500,1 +1527,2019-06-26,14.618000030517578,15.148667335510254,14.539999961853027,14.687333106994627,127608000,-1 +1528,2019-06-27,14.855999946594238,14.859999656677246,14.489999771118164,14.630000114440918,95095500,-1 +1529,2019-06-28,14.897333145141602,15.011333465576172,14.720000267028809,14.732666969299316,102771000,-1 +1530,2019-07-01,15.14466667175293,15.539999961853027,15.085332870483398,15.347332954406738,123201000,1 +1531,2019-07-02,14.970000267028809,15.276666641235352,14.814666748046877,15.259332656860352,138885000,1 +1532,2019-07-03,15.65999984741211,16.10466766357422,15.633999824523926,15.959333419799805,213016500,1 +1533,2019-07-05,15.539999961853027,15.696666717529297,15.386667251586914,15.637999534606934,105985500,1 +1534,2019-07-08,15.355999946594238,15.483332633972168,15.244000434875488,15.416000366210938,88207500,0 +1535,2019-07-09,15.337332725524902,15.399999618530272,15.152000427246094,15.264666557312012,92862000,1 +1536,2019-07-10,15.928000450134276,15.929332733154297,15.542667388916016,15.609999656677246,137185500,1 +1537,2019-07-11,15.90666675567627,16.100000381469727,15.720000267028809,15.87600040435791,112716000,-1 +1538,2019-07-12,16.338666915893555,16.358667373657227,15.980667114257812,15.983332633972168,138007500,0 +1539,2019-07-15,16.899999618530273,16.961332321166992,16.323999404907227,16.53333282470703,165001500,-1 +1540,2019-07-16,16.825332641601562,16.902000427246094,16.528667449951172,16.6200008392334,122235000,-1 +1541,2019-07-17,16.99066734313965,17.220666885375977,16.889999389648438,17.044666290283203,146470500,-1 +1542,2019-07-18,16.902666091918945,17.049999237060547,16.792667388916016,17.003332138061523,71379000,0 +1543,2019-07-19,17.211999893188477,17.33066749572754,16.974666595458984,17.04599952697754,105726000,1 +1544,2019-07-22,17.045333862304688,17.476667404174805,16.945999145507812,17.25,102636000,1 +1545,2019-07-23,17.344667434692383,17.365333557128906,16.96666717529297,17.11400032043457,75346500,-1 +1546,2019-07-24,17.658666610717773,17.738000869750977,17.21066665649414,17.277999877929688,166092000,-1 +1547,2019-07-25,15.254667282104492,15.633333206176758,15.036666870117188,15.56666660308838,336274500,-1 +1548,2019-07-26,15.202667236328123,15.350666999816896,14.81666660308838,15.128000259399414,150415500,-1 +1549,2019-07-29,15.718000411987305,15.72933292388916,15.0686674118042,15.13933277130127,139099500,-1 +1550,2019-07-30,16.150667190551758,16.224000930786133,15.478667259216309,15.526666641235352,121635000,1 +1551,2019-07-31,16.107332229614258,16.44533348083496,15.776666641235352,16.200000762939453,137673000,-1 +1552,2019-08-01,15.59000015258789,16.30066680908203,15.451333045959473,16.176666259765625,123892500,-1 +1553,2019-08-02,15.62266731262207,15.751333236694336,15.281999588012695,15.423333168029783,92047500,-1 +1554,2019-08-05,15.221332550048828,15.424667358398438,15.052000045776367,15.30666732788086,105424500,1 +1555,2019-08-06,15.383333206176758,15.5,15.050000190734863,15.458666801452637,83463000,1 +1556,2019-08-07,15.56133270263672,15.571332931518556,15.053333282470703,15.100000381469728,71647500,-1 +1557,2019-08-08,15.886667251586914,15.986666679382324,15.510000228881836,15.630000114440918,79114500,1 +1558,2019-08-09,15.667332649230955,15.93066692352295,15.587332725524902,15.736666679382324,58473000,1 +1559,2019-08-12,15.267333030700684,15.718000411987305,15.25,15.53266716003418,69958500,1 +1560,2019-08-13,15.666666984558104,15.733332633972168,15.170000076293944,15.253999710083008,72721500,0 +1561,2019-08-14,14.641332626342772,15.43333339691162,14.446000099182127,15.413999557495115,143439000,-1 +1562,2019-08-15,14.37600040435791,14.77066707611084,14.103333473205566,14.723999977111816,122394000,-1 +1563,2019-08-16,14.662667274475098,14.815999984741213,14.40133285522461,14.444000244140623,76477500,-1 +1564,2019-08-19,15.121999740600586,15.18866729736328,14.779999732971191,14.947333335876465,79644000,-1 +1565,2019-08-20,15.057332992553713,15.272666931152344,14.969332695007324,15.174667358398438,61878000,-1 +1566,2019-08-21,14.722000122070312,14.881333351135254,14.506667137145996,14.800666809082031,116914500,-1 +1567,2019-08-22,14.8100004196167,15.026666641235352,14.54800033569336,14.853333473205566,98385000,1 +1568,2019-08-23,14.09333324432373,14.744667053222656,14.06666660308838,14.664667129516602,128079000,-1 +1569,2019-08-26,14.333333015441896,14.334667205810549,14.102666854858398,14.239999771118164,75778500,1 +1570,2019-08-27,14.272000312805176,14.58666706085205,14.135333061218262,14.38266658782959,81243000,1 +1571,2019-08-28,14.37266731262207,14.483332633972168,14.154000282287598,14.246000289916992,48382500,1 +1572,2019-08-29,14.780667304992676,14.893333435058594,14.533332824707031,14.600000381469728,77692500,1 +1573,2019-08-30,15.040666580200195,15.496000289916992,14.947333335876465,15.276666641235352,139809000,1 +1574,2019-09-03,15.000666618347168,15.263333320617676,14.87733268737793,14.93866729736328,80311500,-1 +1575,2019-09-04,14.711999893188477,15.230667114257812,14.61400032043457,15.12600040435791,86415000,-1 +1576,2019-09-05,15.305333137512209,15.31999969482422,14.723333358764648,14.833333015441896,110929500,1 +1577,2019-09-06,15.16333293914795,15.309332847595217,15.011333465576172,15.146666526794434,62841000,1 +1578,2019-09-09,15.452667236328123,15.583999633789062,15.281999588012695,15.333333015441896,72040500,-1 +1579,2019-09-10,15.702667236328123,15.702667236328123,15.262666702270508,15.386667251586914,73255500,-1 +1580,2019-09-11,16.47333335876465,16.544666290283203,15.733332633972168,15.825332641601562,150642000,1 +1581,2019-09-12,16.391332626342773,16.899999618530273,16.293333053588867,16.51333236694336,128718000,1 +1582,2019-09-13,16.34666633605957,16.56333351135254,16.32466697692871,16.464000701904297,79696500,-1 +1583,2019-09-16,16.187332153320312,16.495332717895508,16.077999114990234,16.399999618530273,70921500,1 +1584,2019-09-17,16.319332122802734,16.373332977294922,16.024667739868164,16.1646671295166,57981000,-1 +1585,2019-09-18,16.232667922973633,16.544666290283203,16.158000946044922,16.333332061767578,62553000,-1 +1586,2019-09-19,16.440000534057617,16.529333114624023,16.32266616821289,16.399999618530273,71937000,1 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+1642,2019-12-09,22.635332107543945,22.96333312988281,22.338666915893555,22.439332962036133,135346500,-1 +1643,2019-12-10,23.256000518798828,23.381999969482425,22.62066650390625,22.66399955749512,132424500,-1 +1644,2019-12-11,23.51333236694336,23.812667846679688,23.4060001373291,23.45866775512696,103467000,1 +1645,2019-12-12,23.978666305541992,24.182666778564453,23.548667907714844,23.661333084106445,116458500,-1 +1646,2019-12-13,23.892667770385746,24.34733390808105,23.642667770385746,24.06999969482422,98563500,-1 +1647,2019-12-16,25.433332443237305,25.573999404907227,24.166667938232425,24.170000076293945,272613000,1 +1648,2019-12-17,25.266000747680664,25.700000762939453,25.059999465942383,25.266000747680664,127452000,-1 +1649,2019-12-18,26.209999084472656,26.347999572753903,25.371999740600582,25.375333786010746,211815000,-1 +1650,2019-12-19,26.93600082397461,27.12333297729492,26.433332443237305,26.488000869750977,271606500,-1 +1651,2019-12-20,27.03933334350586,27.53333282470703,26.679332733154297,27.3526668548584,221290500,-1 +1652,2019-12-23,27.94799995422364,28.13400077819824,27.33333206176757,27.45199966430664,199794000,1 +1653,2019-12-24,28.350000381469727,28.36466789245605,27.512666702270508,27.89066696166992,120820500,-1 +1654,2019-12-26,28.72933387756348,28.898666381835938,28.42333221435547,28.527332305908203,159508500,1 +1655,2019-12-27,28.691999435424805,29.020666122436523,28.40733337402344,29.0,149185500,1 +1656,2019-12-30,27.64666748046875,28.600000381469727,27.28400039672852,28.586000442504883,188796000,1 +1657,2019-12-31,27.8886661529541,28.086000442504883,26.80533218383789,27.0,154285500,1 diff --git a/Data/TESLA data/3. LSTM data/data with close predictions.csv b/Data/TESLA data/3. LSTM data/data with close predictions.csv new file mode 100644 index 0000000..d7b9db6 --- /dev/null +++ b/Data/TESLA data/3. LSTM data/data with close predictions.csv @@ -0,0 +1,1511 @@ +,Unnamed: 0,Date,Close,High,Low,Open,Volume,Sentiment,Predicted_Close +148,148,2014-01-02,10.006667137145996,10.165332794189451,9.770000457763672,9.986666679382324,92826000,0,10.413478921750118 +149,149,2014-01-03,9.970666885375977,10.145999908447266,9.90666675567627,10.0,70425000,0,10.252490938587869 +150,150,2014-01-06,9.800000190734863,10.026666641235352,9.682666778564451,10.0,80416500,0,10.313277477419298 +151,151,2014-01-07,9.957332611083984,10.026666641235352,9.68333339691162,9.841333389282228,75511500,0,10.188886898811372 +152,152,2014-01-08,10.085332870483398,10.24666690826416,9.917332649230955,9.923333168029783,92448000,0,10.207971801369482 +153,153,2014-01-09,9.835332870483398,10.228667259216309,9.789999961853027,10.166666984558104,80730000,0,10.258444499702406 +154,154,2014-01-10,9.714667320251465,9.92666721343994,9.483332633972168,9.897333145141602,111691500,1,10.245336467470375 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+236,236,2014-05-09,12.150667190551758,12.226667404174805,11.814666748046877,11.990667343139648,127428000,1,12.300130631585397 +237,237,2014-05-12,12.31133270263672,12.47933292388916,11.991999626159668,12.258000373840332,105034500,0,12.311309098149515 +238,238,2014-05-13,12.677332878112791,12.755999565124512,12.199999809265137,12.250666618347168,106458000,0,12.392979719304908 +239,239,2014-05-14,12.708000183105469,12.898667335510254,12.473333358764648,12.596667289733888,81100500,0,12.577462173679471 +240,240,2014-05-15,12.572667121887209,12.843999862670898,12.353333473205566,12.665332794189451,90606000,-1,12.782606544455493 +241,241,2014-05-16,12.77066707611084,12.802666664123535,12.514666557312012,12.596667289733888,67315500,1,12.72707186234949 +242,242,2014-05-19,13.072667121887209,13.12600040435791,12.666666984558104,12.714667320251465,68575500,0,12.83330407955808 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+251,251,2014-06-02,13.646666526794434,13.956666946411133,13.444666862487791,13.821999549865724,70021500,0,14.025129438718778 +252,252,2014-06-03,13.662667274475098,13.866666793823242,13.505999565124512,13.565999984741213,57912000,1,13.802456419461466 +253,253,2014-06-04,13.599332809448242,13.750666618347168,13.359999656677246,13.623332977294922,51411000,0,13.727639677716398 +254,254,2014-06-05,13.793333053588867,13.946666717529297,13.603333473205566,13.631333351135254,60819000,0,13.642071076539278 +255,255,2014-06-06,13.878000259399414,14.053999900817873,13.812000274658203,13.983332633972168,46107000,1,13.750226789308606 +256,256,2014-06-09,13.687333106994627,13.999333381652832,13.613332748413086,13.863332748413086,42085500,-1,13.890376458754972 +257,257,2014-06-10,13.486666679382324,13.79800033569336,13.436667442321776,13.628666877746582,52720500,-1,13.826376040980126 +258,258,2014-06-11,13.631333351135254,13.666666984558104,13.283332824707031,13.43333339691162,59662500,0,13.651291569333917 +259,259,2014-06-12,13.567999839782717,13.991999626159668,13.513999938964844,13.673333168029783,89905500,1,13.580427195770842 +260,260,2014-06-13,13.761333465576172,13.78600025177002,13.43866729736328,13.652000427246094,53164500,1,13.64960820721291 +261,261,2014-06-16,14.973999977111816,15.03266716003418,13.750666618347168,13.784000396728516,198696000,0,13.696949944266391 +262,262,2014-06-17,15.444666862487791,15.702667236328123,14.856666564941406,14.940667152404783,199573500,0,14.325661416033745 +263,263,2014-06-18,15.141332626342772,15.447333335876465,15.074666976928713,15.43333339691162,104103000,1,15.201209243380037 +264,264,2014-06-19,15.185999870300291,15.687333106994627,15.133333206176758,15.2586669921875,131896500,1,15.432338802093826 +265,265,2014-06-20,15.305999755859377,15.419333457946776,15.079999923706056,15.23466682434082,73558500,0,15.442406165890601 +266,266,2014-06-23,15.814666748046877,15.932666778564451,15.214667320251465,15.300666809082031,116866500,0,15.422048179755256 +267,267,2014-06-24,15.5,16.125333786010742,15.44200038909912,15.9313325881958,121138500,0,15.567495747689946 +268,268,2014-06-25,15.792667388916016,15.83666706085205,15.349332809448242,15.536666870117188,87024000,0,15.610998202658056 +269,269,2014-06-26,15.706666946411133,16.02666664123535,15.61400032043457,15.81133270263672,76821000,0,15.675793774121928 +270,270,2014-06-27,15.937333106994627,16.0,15.633333206176758,15.645999908447266,84525000,0,15.736384521646517 +271,271,2014-06-30,16.003999710083008,16.299333572387695,15.93333339691162,15.970000267028809,72429000,0,15.800448455505286 +272,272,2014-07-01,15.981332778930664,16.229333877563477,15.91333293914795,16.163999557495117,65041500,0,15.983592921681675 +273,273,2014-07-02,15.295332908630373,16.155332565307617,15.137999534606934,16.04400062561035,120411000,0,16.031590344124268 +274,274,2014-07-03,15.283332824707031,15.460000038146973,14.93333339691162,15.419333457946776,77500500,0,15.560256719979543 +275,275,2014-07-07,14.843999862670898,15.3186674118042,14.69333267211914,15.166666984558104,88405500,1,15.293274740964682 +276,276,2014-07-08,14.604666709899902,14.730667114257812,14.284667015075684,14.576666831970217,117543000,1,14.990138019961034 +277,277,2014-07-09,14.870667457580566,14.947999954223633,14.61400032043457,14.751333236694336,61731000,0,14.641870173533892 +278,278,2014-07-10,14.630666732788086,14.814666748046877,14.402667045593262,14.478667259216309,72958500,-1,14.772205572302028 +279,279,2014-07-11,14.541999816894531,14.773332595825195,14.506667137145996,14.707332611083984,49534500,-1,14.664770745460476 +280,280,2014-07-14,15.113332748413086,15.252667427062988,14.363332748413086,14.666000366210938,108048000,0,14.615557594365791 +281,281,2014-07-15,14.638667106628418,15.17666721343994,14.539999961853027,15.11533260345459,85777500,0,14.794126186126725 +282,282,2014-07-16,14.477333068847656,14.986666679382324,14.454667091369627,14.788000106811523,60667500,-1,14.787483303641707 +283,283,2014-07-17,14.359999656677246,14.703332901000977,14.239999771118164,14.410667419433594,69741000,1,14.67726290461881 +284,284,2014-07-18,14.66800022125244,14.747332572937012,14.395333290100098,14.396666526794434,63805500,0,14.492282337249693 +285,285,2014-07-21,14.702667236328123,14.880666732788086,14.447999954223633,14.483332633972168,57333000,-1,14.564729916165433 +286,286,2014-07-22,14.638667106628418,14.886667251586914,14.607333183288574,14.812666893005373,40950000,0,14.635218914300978 +287,287,2014-07-23,14.832667350769045,14.983332633972168,14.628666877746582,14.667332649230955,46249500,0,14.679310230365866 +288,288,2014-07-24,14.902667045593262,15.006667137145996,14.720000267028809,14.883333206176758,48682500,0,14.75445852136468 +289,289,2014-07-25,14.904666900634766,15.131333351135254,14.783332824707031,14.847999572753906,46306500,0,14.820916846935711 +290,290,2014-07-28,14.98799991607666,15.466667175292969,14.760000228881836,14.949999809265137,97714500,0,14.870563767888925 +291,291,2014-07-29,15.000666618347168,15.220000267028809,14.990667343139648,15.107333183288574,50736000,0,14.955068097175536 +292,292,2014-07-30,15.261333465576172,15.30666732788086,14.736000061035156,14.79466724395752,73917000,1,15.02149977497608 +293,293,2014-07-31,14.886667251586914,15.42666721343994,14.766667366027832,15.284000396728516,116236500,1,15.06560244214138 +294,294,2014-08-01,15.5513334274292,15.833333015441896,15.06666660308838,15.072667121887209,178437000,1,14.976571148327853 +295,295,2014-08-04,15.90133285522461,16.03333282470703,15.5513334274292,15.625332832336426,89395500,1,15.306891994487392 +296,296,2014-08-05,15.899333000183104,16.19933319091797,15.71266746520996,15.83133316040039,80829000,0,15.78333582940668 +297,297,2014-08-06,16.595333099365234,16.761333465576172,15.905332565307615,15.92666721343994,138739500,0,15.944558809180467 +298,298,2014-08-07,16.826000213623047,17.112667083740234,16.607999801635742,16.674667358398438,112183500,-1,16.161278942622666 +299,299,2014-08-08,16.54199981689453,16.784000396728516,16.433332443237305,16.743999481201172,76351500,-1,16.58858067705172 +300,300,2014-08-11,17.288000106811523,17.582666397094727,17.0,17.031999588012695,121519500,1,16.624429394587416 +301,301,2014-08-12,17.33066749572754,17.35333251953125,16.972000122070312,17.205333709716797,95734500,-1,16.940566221317575 +302,302,2014-08-13,17.354000091552734,17.709333419799805,17.30733299255371,17.46733283996582,103989000,-1,17.087609832881597 +303,303,2014-08-14,17.42533302307129,17.53333282470703,17.100000381469727,17.499332427978516,61899000,0,17.258453242048702 +304,304,2014-08-15,17.46733283996582,17.472667694091797,17.233333587646484,17.43199920654297,58018500,0,17.286526759307474 +305,305,2014-08-18,17.32933235168457,17.817333221435547,17.316667556762695,17.549999237060547,87738000,0,17.337458236340478 +306,306,2014-08-19,17.117332458496094,17.288667678833008,16.774667739868164,17.257999420166016,80022000,0,17.38850808046334 +307,307,2014-08-20,17.047332763671875,17.249332427978516,16.866666793823242,16.97800064086914,45418500,0,17.089666385191556 +308,308,2014-08-21,16.95599937438965,17.253332138061523,16.884000778198242,17.101333618164062,43734000,0,17.056735203967126 +309,309,2014-08-22,17.118667602539062,17.1299991607666,16.840667724609375,16.96933364868164,42501000,0,17.05784263431963 +310,310,2014-08-25,17.503332138061523,17.57866668701172,17.21266746520996,17.21266746520996,64771500,0,17.089486952823545 +311,311,2014-08-26,17.44933319091797,17.700000762939453,17.444000244140625,17.665332794189453,57270000,0,17.349475834520085 +312,312,2014-08-27,17.549999237060547,17.615999221801758,17.3526668548584,17.566667556762695,44776500,-1,17.49002588823553 +313,313,2014-08-28,17.590667724609375,17.631999969482422,17.44266700744629,17.459333419799805,42673500,0,17.52541619127758 +314,314,2014-08-29,17.979999542236328,18.13333320617676,17.833999633789062,17.913333892822266,96706500,1,17.586313813070262 +315,315,2014-09-02,18.94133377075196,18.99266624450684,18.286666870117188,18.36666679382324,147786000,1,17.891480317211236 +316,316,2014-09-03,18.746000289916992,19.200000762939453,18.67333221435547,19.17799949645996,101584500,-1,18.390883695148283 +317,317,2014-09-04,19.06933212280273,19.42799949645996,18.69333267211914,18.93400001525879,125125500,1,18.74632610474766 +318,318,2014-09-05,18.49266624450684,18.86000061035156,18.16733360290528,18.83666610717773,167548500,-1,18.844267041167534 +319,319,2014-09-08,18.80733299255371,18.992000579833984,18.501333236694336,18.507999420166016,82524000,1,18.432683667157793 +320,320,2014-09-09,18.565332412719727,19.03266716003418,18.46666717529297,18.86599922180176,68382000,1,18.741315352679116 +321,321,2014-09-10,18.739999771118164,18.76066780090332,18.24399948120117,18.63333320617676,56719500,0,18.74378588629822 +322,322,2014-09-11,18.687332153320312,18.98600006103516,18.57533264160156,18.69733238220215,56491500,-1,18.631856266497763 +323,323,2014-09-12,18.61333274841309,18.826000213623047,18.46666717529297,18.700000762939453,49869000,0,18.736071265690867 +324,324,2014-09-15,16.923999786376953,18.293333053588867,16.608667373657227,18.291332244873047,246831000,-1,18.68499714113932 +325,325,2014-09-16,17.382667541503906,17.497333526611328,16.827999114990234,17.010000228881836,124501500,-1,17.384101182656288 +326,326,2014-09-17,17.42533302307129,17.64666748046875,17.299999237060547,17.493999481201172,77665500,1,17.27380745673875 +327,327,2014-09-18,17.58799934387207,17.706666946411133,17.488000869750977,17.55733299255371,55389000,0,17.467568676936807 +328,328,2014-09-19,17.288000106811523,17.428667068481445,17.01799964904785,17.19933319091797,102163500,0,17.57345599065587 +329,329,2014-09-22,16.66866683959961,17.06800079345703,16.31399917602539,17.0,123211500,0,17.26778069013172 +330,330,2014-09-23,16.694000244140625,16.920000076293945,16.333332061767578,16.347999572753906,84880500,0,16.657554940643504 +331,331,2014-09-24,16.80933380126953,16.856000900268555,16.46933364868164,16.7413330078125,56242500,0,16.559890861811752 +332,332,2014-09-25,16.463333129882812,16.997333526611328,16.406667709350586,16.834667205810547,72513000,0,16.69080213164732 +333,333,2014-09-26,16.440000534057617,16.648666381835938,16.404666900634766,16.549999237060547,56931000,0,16.610995701105594 +334,334,2014-09-29,16.35066795349121,16.576000213623047,16.091999053955078,16.266666412353516,72790500,0,16.555645003947983 +335,335,2014-09-30,16.178667068481445,16.510000228881836,16.007999420166016,16.461332321166992,63574500,0,16.380139752472594 +336,336,2014-10-01,16.016000747680664,16.17733383178711,15.710000038146973,16.14666748046875,89125500,0,16.26735279073513 +337,337,2014-10-02,16.761333465576172,16.8526668548584,16.357332229614258,16.68000030517578,134973000,-1,15.99231874626758 +338,338,2014-10-03,17.013999938964844,17.100000381469727,16.735332489013672,16.87066650390625,81094500,0,16.32024819024264 +339,339,2014-10-06,17.374666213989258,17.499332427978516,17.18666648864746,17.275333404541016,115699500,0,16.780658049520195 +340,340,2014-10-07,17.30466651916504,17.430667877197266,17.048667907714844,17.235332489013672,67282500,1,17.108260337481575 +341,341,2014-10-08,17.28533363342285,17.525333404541016,16.842666625976562,17.34000015258789,75826500,0,17.226684364945616 +342,342,2014-10-09,17.134000778198242,17.702667236328125,16.959999084472656,17.483333587646484,110419500,-1,17.183915846635703 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+350,350,2014-10-21,15.689332962036133,15.692667007446287,15.386667251586914,15.618000030517578,61954500,1,15.34755715996105 +351,351,2014-10-22,15.40666675567627,15.826000213623049,15.370667457580566,15.54599952697754,61749000,0,15.549741534026136 +352,352,2014-10-23,15.685999870300291,15.751999855041504,15.466667175292969,15.644000053405762,52386000,-1,15.521537782617987 +353,353,2014-10-24,15.682666778564451,15.853333473205566,15.41333293914795,15.751333236694336,51949500,0,15.60648604919264 +354,354,2014-10-27,14.777999877929688,15.640666961669922,14.687333106994627,15.616666793823242,143299500,0,15.640482412823655 +355,355,2014-10-28,16.184667587280273,16.30666732788086,15.216667175292969,15.30666732788086,157744500,-1,15.103297746979946 +356,356,2014-10-29,15.873332977294922,16.100000381469727,15.709333419799805,16.075332641601562,74437500,1,15.582924594347679 +357,357,2014-10-30,15.910667419433594,16.03333282470703,15.670666694641112,15.87600040435791,48426000,0,15.905429707089647 +358,358,2014-10-31,16.113332748413086,16.20800018310547,15.916666984558104,16.167333602905273,56629500,0,15.969348186005302 +359,359,2014-11-03,16.172666549682617,16.503999710083008,16.08799934387207,16.200000762939453,63057000,1,16.09949639025588 +360,360,2014-11-04,15.928667068481444,16.156667709350586,15.768667221069336,16.03266716003418,55239000,0,16.222467201146753 +361,361,2014-11-05,15.39799976348877,16.090667724609375,15.368666648864746,16.066667556762695,135688500,1,16.04995065798923 +362,362,2014-11-06,16.08133316040039,16.445999145507812,15.233332633972168,15.63266658782959,230320500,1,15.626854081355354 +363,363,2014-11-07,16.01333236694336,16.189332962036133,15.813332557678224,16.145999908447266,77415000,0,15.819604393492579 +364,364,2014-11-10,16.1286678314209,16.191999435424805,15.786666870117188,15.940667152404783,68658000,0,16.121109735255516 +365,365,2014-11-11,16.738666534423828,16.788000106811523,16.133333206176758,16.170000076293945,119232000,0,16.15571799604003 +366,366,2014-11-12,16.606666564941406,16.82266616821289,16.371999740600586,16.648000717163086,88062000,0,16.34524234213293 +367,367,2014-11-13,16.780000686645508,17.049999237060547,16.683332443237305,16.70800018310547,93540000,0,16.505201806335915 +368,368,2014-11-14,17.245332717895508,17.25666618347168,16.566667556762695,16.666667938232422,91516500,0,16.668379277155193 +369,369,2014-11-17,16.93199920654297,17.266666412353516,16.801332473754883,17.166000366210938,60385500,-1,16.844784482719938 +370,370,2014-11-18,17.18000030517578,17.332666397094727,17.034000396728516,17.05733299255371,67095000,-1,16.96086223165869 +371,371,2014-11-19,16.516000747680664,16.79199981689453,16.373332977294922,16.707332611083984,118777500,0,17.10121330726103 +372,372,2014-11-20,16.58066749572754,16.728666305541992,16.399999618530273,16.530000686645508,53808000,0,16.565929950736347 +373,373,2014-11-21,16.185333251953125,16.851999282836914,16.14466667175293,16.81399917602539,112276500,0,16.59822201037661 +374,374,2014-11-24,16.447999954223633,16.50666618347168,16.042667388916016,16.34666633605957,71845500,1,16.301901564469354 +375,375,2014-11-25,16.53933334350586,16.648000717163086,16.4060001373291,16.489999771118164,47397000,1,16.298532017627508 +376,376,2014-11-26,16.562667846679688,16.600000381469727,16.440000534057617,16.555999755859375,29718000,0,16.507974024281477 +377,377,2014-11-28,16.301332473754883,16.445999145507812,16.167999267578125,16.356666564941406,31795500,0,16.580344270031844 +378,378,2014-12-01,15.442667007446287,16.1646671295166,15.267333030700684,16.077333450317383,129291000,0,16.46501605792672 +379,379,2014-12-02,15.428667068481444,15.658666610717772,15.199999809265137,15.637999534606934,88305000,0,15.766637541236017 +380,380,2014-12-03,15.286666870117188,15.314666748046877,15.033332824707031,15.083333015441896,79615500,-1,15.476621599689462 +381,381,2014-12-04,15.218667030334473,15.393333435058594,15.187333106994627,15.239999771118164,57834000,1,15.255069911330077 +382,382,2014-12-05,14.913999557495115,15.292667388916016,14.817333221435549,15.244667053222656,90954000,0,15.2169150386775 +383,383,2014-12-08,14.290666580200195,14.990667343139648,14.156000137329102,14.769332885742188,138384000,0,15.012066646327197 +384,384,2014-12-09,14.459333419799805,14.51533317565918,13.618000030517578,13.956000328063965,141472500,1,14.556169851031134 +385,385,2014-12-10,13.989333152770996,14.451333045959473,13.846667289733888,14.275333404541016,109711500,-1,14.3129518256365 +386,386,2014-12-11,13.925333023071287,14.362000465393066,13.881999969482422,14.035332679748535,100416000,0,14.216984159656176 +387,387,2014-12-12,13.800000190734863,14.112000465393066,13.633333206176758,13.654666900634766,107607000,-1,14.13867006496275 +388,388,2014-12-15,13.602666854858398,13.986666679382324,13.511333465576172,13.952667236328123,78274500,0,13.959262948597042 +389,389,2014-12-16,13.187333106994627,13.57866668701172,13.024666786193848,13.392666816711426,126391500,0,13.804046059127733 +390,390,2014-12-17,13.721332550048828,13.776666641235352,12.84333324432373,12.870667457580566,110517000,0,13.389458467676304 +391,391,2014-12-18,14.550666809082031,14.562666893005373,14.119999885559082,14.158666610717772,112249500,0,13.456746334093493 +392,392,2014-12-19,14.619333267211914,14.69333267211914,14.300000190734863,14.679332733154297,103657500,-1,14.210693828995723 +393,393,2014-12-22,14.84000015258789,14.937333106994627,14.550666809082031,14.666666984558104,71991000,0,14.550361486880156 +394,394,2014-12-23,14.731332778930664,14.954667091369627,14.63466739654541,14.920666694641112,67585500,0,14.811807558504468 +395,395,2014-12-24,14.817333221435549,14.833333015441896,14.616666793823242,14.65133285522461,19983000,0,14.843077351395854 +396,396,2014-12-26,15.187999725341797,15.233332633972168,14.766667366027832,14.767333030700684,49905000,1,14.85985452060922 +397,397,2014-12-29,15.047332763671877,15.194000244140623,14.934666633605955,15.126667022705078,42037500,0,15.003197369933543 +398,398,2014-12-30,14.815333366394045,15.043333053588867,14.760000228881836,14.932666778564451,43548000,0,15.036849194281462 +399,399,2014-12-31,14.827333450317385,15.045332908630373,14.81666660308838,14.87266731262207,34462500,1,14.897773569598154 +400,400,2015-01-02,14.620667457580566,14.883333206176758,14.21733283996582,14.857999801635742,71466000,0,14.871357130896337 +401,401,2015-01-05,14.005999565124512,14.43333339691162,13.810667037963867,14.303333282470703,80527500,0,14.633204852741226 +402,402,2015-01-06,14.085332870483398,14.279999732971191,13.61400032043457,14.003999710083008,93928500,0,14.187054160819848 +403,403,2015-01-07,14.063332557678224,14.3186674118042,13.985333442687988,14.223333358764648,44526000,0,14.015691393283086 +404,404,2015-01-08,14.041333198547363,14.25333309173584,14.000666618347168,14.187333106994627,51637500,0,14.082100308181735 +405,405,2015-01-09,13.77733325958252,13.998666763305664,13.663999557495115,13.928000450134276,70024500,0,14.090788088370939 +406,406,2015-01-12,13.480667114257812,13.631333351135254,13.283332824707031,13.536666870117188,89254500,1,13.89178678745537 +407,407,2015-01-13,13.616666793823242,13.84066677093506,13.394000053405762,13.554667472839355,67159500,-1,13.597298937253951 +408,408,2015-01-14,12.845999717712402,13.013333320617676,12.333333015441896,12.388667106628418,173278500,-1,13.617636224323839 +409,409,2015-01-15,12.791333198547363,13.050000190734863,12.666666984558104,12.965999603271484,78247500,-1,12.853631168847917 +410,410,2015-01-16,12.871333122253418,12.965999603271484,12.643333435058594,12.713333129882812,54048000,0,12.957079392103026 +411,411,2015-01-20,12.795332908630373,12.941332817077637,12.469332695007324,12.924667358398438,67548000,0,12.972538012636438 +412,412,2015-01-21,13.104666709899902,13.245332717895508,12.633999824523926,12.636667251586914,62295000,0,12.88755772624645 +413,413,2015-01-22,13.441332817077637,13.54933261871338,13.013333320617676,13.133333206176758,61753500,1,13.0369372364525 +414,414,2015-01-23,13.419333457946776,13.56666660308838,13.222000122070312,13.352666854858398,51579000,1,13.311800915774626 +415,415,2015-01-26,13.770000457763672,13.907999992370604,13.403332710266112,13.45533275604248,48517500,0,13.438751137174945 +416,416,2015-01-27,13.732000350952148,13.868666648864746,13.553333282470703,13.628000259399414,41715000,0,13.669133556747438 +417,417,2015-01-28,13.291333198547363,13.758000373840332,13.227999687194824,13.740667343139648,47244000,1,13.758626603613559 +418,418,2015-01-29,13.68000030517578,13.732000350952148,13.100000381469728,13.404666900634766,53221500,-1,13.551455059846292 +419,419,2015-01-30,13.57333278656006,13.83133316040039,13.533332824707031,13.597332954406738,45105000,0,13.54926010909281 +420,420,2015-02-02,14.062666893005373,14.130000114440918,13.553333282470703,13.597999572753906,62238000,0,13.631144883629238 +421,421,2015-02-03,14.557332992553713,14.691332817077637,14.084667205810549,14.214667320251465,72393000,0,13.850727854129449 +422,422,2015-02-04,14.56999969482422,14.76533317565918,14.453332901000977,14.552666664123535,49581000,0,14.291367495749146 +423,423,2015-02-05,14.732666969299316,15.031999588012695,14.642666816711426,14.658666610717772,52843500,0,14.538812015365671 +424,424,2015-02-06,14.490667343139648,14.893333435058594,14.43333339691162,14.800000190734863,48658500,1,14.7338775801929 +425,425,2015-02-09,14.498666763305664,14.528667449951172,14.13266658782959,14.358667373657228,52086000,-1,14.645311802898412 +426,426,2015-02-10,14.419333457946776,14.699999809265137,14.333333015441896,14.50333309173584,80857500,-1,14.473280109551268 +427,427,2015-02-11,14.186667442321776,14.315999984741213,13.8186674118042,14.147333145141602,146536500,-1,14.456504761370054 +428,428,2015-02-12,13.525333404541016,13.53933334350586,12.885333061218262,12.904666900634766,234744000,-1,14.178183791806903 +429,429,2015-02-13,13.584667205810549,13.732666969299316,13.394000053405762,13.526666641235352,92865000,-1,13.429544241420372 +430,430,2015-02-17,13.623332977294922,13.713333129882812,13.43333339691162,13.713333129882812,59694000,-1,13.756708935355704 +431,431,2015-02-18,13.630666732788086,13.744667053222656,13.506667137145996,13.611332893371582,40704000,0,13.759595635522535 +432,432,2015-02-19,14.11400032043457,14.162667274475098,13.583333015441896,13.666666984558104,77311500,0,13.747032456110285 +433,433,2015-02-20,14.473999977111816,14.506667137145996,13.987333297729492,14.052000045776367,89731500,0,13.935512561666345 +434,434,2015-02-23,13.822667121887209,14.546667098999023,13.755332946777344,14.37733268737793,127497000,-1,14.2538797278748 +435,435,2015-02-24,13.607333183288574,13.81933307647705,13.446666717529297,13.81933307647705,99054000,-1,14.099821621864672 +436,436,2015-02-25,13.583999633789062,13.809332847595217,13.505332946777344,13.662667274475098,58642500,0,13.838064639351 +437,437,2015-02-26,13.812666893005373,14.072667121887209,13.481332778930664,13.600000381469728,97093500,0,13.739632509858746 +438,438,2015-02-27,13.555999755859377,13.903332710266112,13.520000457763672,13.793333053588867,58231500,0,13.797052810056734 +439,439,2015-03-02,13.155332565307615,13.555999755859377,13.055333137512209,13.513333320617676,118831500,0,13.726174353845018 +440,440,2015-03-03,13.303999900817873,13.349332809448242,13.021332740783691,13.120667457580566,66484500,0,13.3747275315907 +441,441,2015-03-04,13.496000289916992,13.501333236694336,13.147333145141602,13.283332824707031,63330000,-1,13.339031416549314 +442,442,2015-03-05,13.375332832336426,13.746000289916992,13.34333324432373,13.523332595825195,73155000,0,13.428364940998948 +443,443,2015-03-06,12.925333023071287,13.383333206176758,12.8100004196167,13.280667304992676,100686000,1,13.493876208448965 +444,444,2015-03-09,12.725333213806152,12.965999603271484,12.550000190734863,12.959333419799805,101050500,-1,13.184562728490057 +445,445,2015-03-10,12.687999725341797,12.899999618530272,12.506667137145996,12.564000129699709,83695500,-1,12.911383868114658 +446,446,2015-03-11,12.916000366210938,13.07866668701172,12.734000205993652,12.743332862854004,74623500,-1,12.833388818254203 +447,447,2015-03-12,12.73799991607666,12.963333129882812,12.649999618530272,12.916666984558104,62239500,-1,12.975638866184307 +448,448,2015-03-13,12.57866668701172,12.783332824707031,12.48799991607666,12.596667289733888,81514500,1,12.927243115721437 +449,449,2015-03-16,13.046667098999023,13.060667037963867,12.653332710266112,12.800000190734863,84432000,1,12.78146463589425 +450,450,2015-03-17,12.982000350952148,13.247332572937012,12.929332733154297,13.028667449951172,73411500,1,12.962675302502975 +451,451,2015-03-18,13.380666732788086,13.392000198364258,12.87399959564209,12.997332572937012,72313500,1,13.10412361067777 +452,452,2015-03-19,13.043333053588867,13.63933277130127,12.968667030334473,13.466667175292969,127128000,1,13.27987846496008 +453,453,2015-03-20,13.20533275604248,13.265999794006348,13.041333198547363,13.16333293914795,64042500,1,13.216176817860251 +454,454,2015-03-23,13.308667182922363,13.366666793823242,13.164667129516602,13.233332633972168,39474000,0,13.303728401648401 +455,455,2015-03-24,13.447999954223633,13.586000442504885,13.31666660308838,13.43866729736328,54748500,0,13.389026761654215 +456,456,2015-03-25,12.953332901000977,13.239333152770996,12.846667289733888,13.218000411987305,85956000,-1,13.49155572787916 +457,457,2015-03-26,12.694000244140623,12.986000061035156,12.646666526794434,12.928000450134276,61920000,0,13.189803416218286 +458,458,2015-03-27,12.333333015441896,12.619333267211914,12.09333324432373,12.604666709899902,129073500,0,12.9562390464661 +459,459,2015-03-30,12.704667091369627,12.81666660308838,12.119999885559082,12.390000343322754,151342500,-1,12.484392376863177 +460,460,2015-03-31,12.584667205810549,12.917332649230955,12.560667037963867,12.902000427246094,75399000,-1,12.47151743674656 +461,461,2015-04-01,12.505999565124512,12.81999969482422,12.403332710266112,12.579999923706056,56919000,1,12.770822523999872 +462,462,2015-04-02,12.733332633972168,12.881999969482422,12.666666984558104,12.682000160217283,75156000,1,12.76412549615888 +463,463,2015-04-06,13.539999961853027,13.850000381469728,13.166666984558104,13.199999809265137,186837000,1,12.862481385105049 +464,464,2015-04-07,13.550000190734863,13.670666694641112,13.40933322906494,13.500666618347168,65218500,0,13.290761438707055 +465,465,2015-04-08,13.844667434692385,14.0600004196167,13.724666595458984,13.880000114440918,94546500,1,13.676288513473507 +466,466,2015-04-09,14.005999565124512,14.024666786193848,13.7413330078125,13.895333290100098,57003000,1,13.924884168214176 +467,467,2015-04-10,14.0600004196167,14.109999656677246,13.93333339691162,13.989999771118164,61015500,0,14.025454917865355 +468,468,2015-04-13,13.985333442687988,14.199999809265137,13.936667442321776,14.029333114624023,56373000,0,14.099084710853962 +469,469,2015-04-14,13.830666542053224,13.965999603271484,13.699999809265137,13.904666900634766,45390000,0,14.093050538716177 +470,470,2015-04-15,13.85533332824707,13.97266674041748,13.773332595825195,13.830666542053224,29286000,1,13.948319273778345 +471,471,2015-04-16,13.779999732971191,13.944666862487791,13.752667427062988,13.846667289733888,24886500,0,13.932225841436862 +472,472,2015-04-17,13.78600025177002,13.791999816894531,13.56666660308838,13.666000366210938,37048500,0,13.894892861295407 +473,473,2015-04-20,13.684666633605955,13.856666564941406,13.59000015258789,13.785332679748535,38389500,1,13.789110924636857 +474,474,2015-04-21,13.96066665649414,14.050000190734863,13.620667457580566,13.720000267028809,51487500,0,13.738841939100631 +475,475,2015-04-22,14.629332542419434,14.791999816894531,14.112667083740234,14.166666984558104,117945000,1,13.823389791055668 +476,476,2015-04-23,14.57333278656006,14.76533317565918,14.476667404174805,14.5513334274292,66168000,0,14.299769738096966 +477,477,2015-04-24,14.562000274658203,14.720000267028809,14.534000396728516,14.699999809265137,36417000,0,14.58090942262662 +478,478,2015-04-27,15.436667442321776,15.916666984558104,14.800000190734863,14.837332725524902,175089000,-1,14.652452555573696 +479,479,2015-04-28,15.36533260345459,15.699999809265137,15.20199966430664,15.649999618530272,91281000,1,15.112167630384317 +480,480,2015-04-29,15.49666690826416,15.664667129516602,15.175333023071287,15.33666706085205,59041500,1,15.436241395397005 +481,481,2015-04-30,15.06999969482422,15.526000022888184,15.011333465576172,15.359333038330078,58678500,1,15.512761621668355 +482,482,2015-05-01,15.0686674118042,15.451333045959473,14.694000244140623,15.329333305358888,79225500,1,15.29267070459997 +483,483,2015-05-04,15.36733341217041,15.648667335510254,15.140666961669922,15.211999893188477,66519000,-1,15.10002577711089 +484,484,2015-05-05,15.529999732971191,15.966667175292969,15.275333404541016,15.850666999816896,86953500,1,15.241553360885355 +485,485,2015-05-06,15.362000465393066,15.631333351135254,15.213333129882812,15.606666564941406,79063500,-1,15.44541557327392 +486,486,2015-05-07,15.786666870117188,15.83199977874756,14.68333339691162,14.733332633972168,141838500,-1,15.400279804218439 +487,487,2015-05-08,15.77400016784668,15.894000053405762,15.579999923706056,15.732666969299316,70023000,1,15.351757431319957 +488,488,2015-05-11,15.965999603271484,16.191999435424805,15.687333106994627,15.752667427062988,85084500,1,15.692608653876102 +489,489,2015-05-12,16.31599998474121,16.42333221435547,15.879332542419434,16.007333755493164,95451000,-1,15.880505171740989 +490,490,2015-05-13,16.211999893188477,16.553333282470703,16.149999618530273,16.507333755493164,81603000,1,16.09099250396346 +491,491,2015-05-14,16.273332595825195,16.326000213623047,16.083332061767578,16.321332931518555,43438500,0,16.248760871931015 +492,492,2015-05-15,16.589332580566406,16.626667022705078,16.166667938232422,16.261999130249023,67914000,0,16.30744111392421 +493,493,2015-05-18,16.583332061767578,16.65999984741211,16.399999618530273,16.46666717529297,50298000,0,16.437502204549233 +494,494,2015-05-19,16.47599983215332,16.733333587646484,16.40999984741211,16.562000274658203,55113000,-1,16.584309871047473 +495,495,2015-05-20,16.290000915527344,16.516000747680664,16.091333389282227,16.475332260131836,56334000,0,16.614156709415543 +496,496,2015-05-21,16.374666213989258,16.441333770751953,16.157333374023438,16.20199966430664,29559000,1,16.435821695378596 +497,497,2015-05-22,16.51533317565918,16.573333740234375,16.333999633789062,16.358667373657227,33346500,1,16.403376001325803 +498,498,2015-05-26,16.497333526611328,16.799999237060547,16.433332443237305,16.511999130249023,52480500,0,16.525450105634658 +499,499,2015-05-27,16.495332717895508,16.633333206176758,16.3700008392334,16.567333221435547,51123000,0,16.639995638120993 +500,500,2015-05-28,16.76333236694336,16.786666870117188,16.336666107177734,16.468666076660156,54709500,0,16.62645335042186 +501,501,2015-05-29,16.719999313354492,16.857999801635742,16.6286678314209,16.733333587646484,56839500,0,16.69803654607627 +502,502,2015-06-01,16.6299991607666,16.773332595825195,16.49799919128418,16.76066780090332,37576500,-1,16.789354449261584 +503,503,2015-06-02,16.55666732788086,16.626667022705078,16.420000076293945,16.594667434692383,32022000,0,16.74726031985851 +504,504,2015-06-03,16.599332809448242,16.71466636657715,16.46733283996582,16.546667098999023,26722500,0,16.677091580577372 +505,505,2015-06-04,16.39466667175293,16.6200008392334,16.380666732788086,16.5,36804000,0,16.692378052871376 +506,506,2015-06-05,16.609333038330078,16.64666748046875,16.3786678314209,16.399999618530273,45330000,0,16.62585501995789 +507,507,2015-06-08,17.086000442504883,17.25,16.687332153320312,16.72333335876465,75255000,1,16.669588806710333 +508,508,2015-06-09,17.066667556762695,17.182666778564453,16.94266700744629,17.02666664123535,39166500,0,16.915282100407666 +509,509,2015-06-10,16.713333129882812,16.933332443237305,16.566667556762695,16.793333053588867,51817500,-1,17.06292379963137 +510,510,2015-06-11,16.76066780090332,16.95800018310547,16.69533348083496,16.884000778198242,30661500,1,16.92070446644356 +511,511,2015-06-12,16.71266746520996,16.8973331451416,16.680667877197266,16.680667877197266,21334500,1,16.887294778670743 +512,512,2015-06-15,16.691999435424805,16.75200080871582,16.400667190551758,16.64666748046875,32793000,0,16.86003805503307 +513,513,2015-06-16,16.874666213989258,16.895999908447266,16.606666564941406,16.67533302307129,29770500,1,16.795101262525833 +514,514,2015-06-17,17.360666275024414,17.624000549316406,16.801332473754883,16.81133270263672,82693500,1,16.874430400540604 +515,515,2015-06-18,17.459333419799805,17.56399917602539,17.334667205810547,17.46666717529297,41740500,1,17.145499109559715 +516,516,2015-06-19,17.500667572021484,17.586666107177734,17.34000015258789,17.49333381652832,36945000,1,17.38809009288346 +517,517,2015-06-22,17.319332122802734,17.626667022705078,17.04599952697754,17.476667404174805,68416500,1,17.49449967862362 +518,518,2015-06-23,17.844667434692383,17.866666793823242,17.238000869750977,17.35466766357422,58062000,0,17.40391352685792 +519,519,2015-06-24,17.67799949645996,17.823333740234375,17.58133316040039,17.798667907714844,36184500,0,17.567470379375465 +520,520,2015-06-25,17.91933250427246,18.0939998626709,17.683332443237305,17.76333236694336,42738000,0,17.670797443291413 +521,521,2015-06-26,17.805999755859375,17.94066619873047,17.733333587646484,17.926000595092773,57576000,0,17.86363285074356 +522,522,2015-06-29,17.468000411987305,17.729999542236328,17.3799991607666,17.463333129882812,52183500,0,17.88063012204299 +523,523,2015-06-30,17.884000778198242,18.06133270263672,17.600000381469727,17.65333366394043,46303500,1,17.64276046807782 +524,524,2015-07-01,17.94333267211914,18.17466735839844,17.856666564941406,18.073999404907227,31518000,1,17.797764296785385 +525,525,2015-07-02,18.667999267578125,18.82999992370605,18.220666885375977,18.68000030517578,107458500,1,17.955131339617246 +526,526,2015-07-06,18.64800071716309,18.779333114624023,18.420000076293945,18.59199905395508,61828500,0,18.412950719957973 +527,527,2015-07-07,17.858667373657227,18.34666633605957,17.384666442871094,18.33333206176757,91576500,0,18.606408677601706 +528,528,2015-07-08,16.997333526611328,17.386667251586914,16.95400047302246,17.288000106811523,93316500,0,18.000536955287068 +529,529,2015-07-09,17.19466781616211,17.530000686645508,17.119333267211914,17.27199935913086,50011500,0,17.253377539833416 +530,530,2015-07-10,17.27666664123535,17.53333282470703,17.187999725341797,17.481332778930664,39163500,0,17.22397661153822 +531,531,2015-07-13,17.477333068847656,17.503332138061523,17.06999969482422,17.483333587646484,44404500,0,17.286860250995517 +532,532,2015-07-14,17.709999084472656,17.732667922973633,17.367332458496094,17.47333335876465,28614000,0,17.362537733937607 +533,533,2015-07-15,17.542667388916016,17.832666397094727,17.472000122070312,17.78266716003418,30324000,1,17.570576210411215 +534,534,2015-07-16,17.778667449951172,17.81333351135254,17.54400062561035,17.614667892456055,24240000,0,17.657241194345787 +535,535,2015-07-17,18.310667037963867,18.36933326721192,17.883333206176758,18.166667938232425,75061500,1,17.76409462632238 +536,536,2015-07-20,18.817333221435547,19.11000061035156,18.16933250427246,18.33333206176757,74677500,-1,18.169800922567955 +537,537,2015-07-21,17.784666061401367,18.233333587646484,17.770000457763672,18.003332138061523,91630500,-1,18.591301152067135 +538,538,2015-07-22,17.857999801635742,17.96266746520996,17.390666961669922,17.417999267578125,46575000,0,18.073209249570326 +539,539,2015-07-23,17.81333351135254,17.99333381652832,17.684667587280273,17.976667404174805,33408000,0,17.796837877028757 +540,540,2015-07-24,17.694000244140625,18.07266616821289,17.594667434692383,17.825332641601562,42547500,1,17.820439424931592 +541,541,2015-07-27,16.867332458496094,17.6286678314209,16.71933364868164,17.495332717895508,70413000,0,17.815472741841116 +542,542,2015-07-28,17.654666900634766,17.69333267211914,16.78933334350586,17.049999237060547,58437000,0,17.28337006077362 +543,543,2015-07-29,17.58799934387207,17.859333038330078,17.46666717529297,17.618000030517578,41851500,1,17.32732722747 +544,544,2015-07-30,17.785999298095703,17.79599952697754,17.474000930786133,17.512666702270508,30519000,1,17.547163078635005 +545,545,2015-07-31,17.74333381652832,17.957332611083984,17.674667358398438,17.84000015258789,33339000,1,17.683719001831115 +546,546,2015-08-03,17.332666397094727,17.78066635131836,17.13800048828125,17.752666473388672,38302500,1,17.814946220744996 +547,547,2015-08-04,17.75200080871582,17.781333923339844,17.222667694091797,17.333999633789062,35287500,0,17.58867957663957 +548,548,2015-08-05,18.0086669921875,18.06666755676269,17.360000610351562,17.57200050354004,93214500,-1,17.640448849864487 +549,549,2015-08-06,16.408666610717773,17.0,15.7413330078125,16.63599967956543,219357000,-1,17.774341574239845 +550,550,2015-08-07,16.167333602905273,16.248666763305664,15.892666816711426,16.238666534423828,76101000,0,16.562707148735388 +551,551,2015-08-10,16.076000213623047,16.197999954223633,15.736666679382324,15.876667022705078,62788500,-1,16.33451913360673 +552,552,2015-08-11,15.824666976928713,15.953332901000977,15.629332542419434,15.8100004196167,63973500,-1,16.145411864577635 +553,553,2015-08-12,15.878000259399414,15.98466682434082,15.515999794006348,15.666666984558104,55920000,0,15.907422470160858 +554,554,2015-08-13,16.167333602905273,16.43199920654297,15.941332817077637,15.990667343139648,70338000,1,15.818058193030764 +555,555,2015-08-14,16.209999084472656,16.528667449951172,16.118000030517578,16.482667922973633,65472000,1,16.048771661073165 +556,556,2015-08-17,16.999332427978516,17.106000900268555,16.700666427612305,17.03733253479004,107650500,-1,16.23221139243768 +557,557,2015-08-18,17.381332397460938,17.39666748046875,16.90399932861328,17.025333404541016,62925000,0,16.64977743372585 +558,558,2015-08-19,17.016666412353516,17.376667022705078,17.001333236694336,17.35533332824707,54064500,1,17.078850911036337 +559,559,2015-08-20,16.14533233642578,16.970666885375977,16.126667022705078,16.804000854492188,73587000,-1,17.154659993901923 +560,560,2015-08-21,15.38466739654541,16.253332138061523,15.36733341217041,15.733332633972168,98853000,-1,16.605807459103335 +561,561,2015-08-24,14.591333389282228,15.42666721343994,13.0,13.519332885742188,143724000,0,15.81621970932097 +562,562,2015-08-25,14.66866683959961,15.393333435058594,14.607999801635742,15.368000030517578,64909500,0,14.578569517713863 +563,563,2015-08-26,14.989333152770996,15.199999809265137,14.36733341217041,15.195332527160645,74445000,0,14.74507231464424 +564,564,2015-08-27,16.19933319091797,16.316667556762695,15.387332916259766,15.399999618530272,114840000,-1,14.79767659181177 +565,565,2015-08-28,16.565332412719727,16.76333236694336,16.10466766357422,16.124000549316406,82705500,1,15.556008039515937 +566,566,2015-08-31,16.604000091552734,16.996667861938477,16.367332458496094,16.374666213989258,70503000,0,16.24189621808046 +567,567,2015-09-01,15.908666610717772,16.399999618530273,15.79800033569336,16.022666931152344,81822000,1,16.593260608279376 +568,568,2015-09-02,16.512666702270508,16.525333404541016,15.985333442687988,16.35333251953125,69438000,1,16.195406238465388 +569,569,2015-09-03,16.3713321685791,16.80533218383789,16.333332061767578,16.804000854492188,62922000,0,16.309829731447024 +570,570,2015-09-04,16.1286678314209,16.272666931152344,15.880000114440918,16.05933380126953,55338000,0,16.461480099096743 +571,571,2015-09-08,16.544666290283203,16.610666275024414,16.270000457763672,16.336666107177734,47073000,0,16.221556988576275 +572,572,2015-09-09,16.5939998626709,16.950000762939453,16.553333282470703,16.803333282470703,50862000,1,16.45166631402709 +573,573,2015-09-10,16.565332412719727,16.71466636657715,16.35533332824707,16.48200035095215,40635000,-1,16.67935123867331 +574,574,2015-09-11,16.682666778564453,16.682666778564453,16.315332412719727,16.50933265686035,35262000,1,16.66487069450856 +575,575,2015-09-14,16.87933349609375,16.950000762939453,16.64466667175293,16.739999771118164,43363500,0,16.679115900618243 +576,576,2015-09-15,16.904666900634766,16.97333335876465,16.633333206176758,16.850000381469727,44002500,1,16.8645564000078 +577,577,2015-09-16,17.483333587646484,17.525333404541016,16.858667373657227,16.869333267211914,66256500,1,16.932001300097536 +578,578,2015-09-17,17.471332550048828,17.700000762939453,17.37933349609375,17.597333908081055,53787000,1,17.20552919163534 +579,579,2015-09-18,17.374666213989258,17.58799934387207,17.166667938232422,17.19733238220215,56446500,1,17.442528877840584 +580,580,2015-09-21,17.613332748413086,18.10466766357422,17.053333282470703,17.59866714477539,91803000,0,17.415514472881227 +581,581,2015-09-22,17.395999908447266,17.510000228881836,17.058000564575195,17.268667221069336,54966000,0,17.48827393390348 +582,582,2015-09-23,17.40399932861328,17.472000122070312,17.172000885009766,17.463333129882812,39012000,0,17.35743520184862 +583,583,2015-09-24,17.541332244873047,17.56333351135254,17.08066749572754,17.302000045776367,51723000,0,17.36254586788122 +584,584,2015-09-25,17.12733268737793,17.79400062561035,17.07666778564453,17.77400016784668,56601000,0,17.420209579376813 +585,585,2015-09-28,16.562000274658203,17.319332122802734,16.44066619873047,17.156667709350586,73516500,1,17.357862173187115 +586,586,2015-09-29,16.44333267211914,16.98200035095215,16.36400032043457,16.69733238220215,55548000,1,16.9049082872503 +587,587,2015-09-30,16.559999465942383,16.82666778564453,16.1560001373291,16.799999237060547,73944000,1,16.678000275621056 +588,588,2015-10-01,15.991999626159668,16.566667556762695,15.808667182922363,16.500667572021484,68595000,1,16.52670200453786 +589,589,2015-10-02,16.504667282104492,16.51333236694336,15.661999702453612,15.706666946411133,66360000,0,16.196415575885986 +590,590,2015-10-05,16.40999984741211,16.6560001373291,16.275333404541016,16.589332580566406,55348500,0,16.181360131870957 +591,591,2015-10-06,16.097333908081055,16.20199966430664,15.70533275604248,16.0,78378000,-1,16.40794600291257 +592,592,2015-10-07,15.46399974822998,15.846667289733888,15.274666786193848,15.775333404541016,102210000,-1,16.107303003337424 +593,593,2015-10-08,15.114666938781738,15.381333351135254,14.753999710083008,15.338666915893556,91998000,-1,15.63517546987564 +594,594,2015-10-09,14.71266746520996,14.958000183105469,14.557332992553713,14.728667259216309,92376000,-1,15.193112934433696 +595,595,2015-10-12,14.371999740600586,14.866666793823242,14.351332664489746,14.866000175476074,57544500,1,14.83525966036872 +596,596,2015-10-13,14.616666793823242,14.834667205810549,14.075332641601562,14.218667030334473,77572500,1,14.583348027481998 +597,597,2015-10-14,14.458666801452637,14.729999542236328,14.362000465393066,14.711333274841309,46566000,-1,14.49686114049186 +598,598,2015-10-15,14.753999710083008,14.781999588012695,14.24666690826416,14.428667068481444,42663000,1,14.488996588237356 +599,599,2015-10-16,15.133999824523926,15.36533260345459,14.857999801635742,14.869333267211914,65017500,-1,14.55420180088375 +600,600,2015-10-19,15.206666946411133,15.40999984741211,14.996000289916992,15.100000381469728,37618500,0,14.905566737392313 +601,601,2015-10-20,14.20199966430664,15.239999771118164,13.466667175292969,15.1813325881958,223500000,-1,15.110175481911456 +602,602,2015-10-21,14.005999565124512,14.320667266845703,13.920000076293944,14.13266658782959,62272500,-1,14.311330135804363 +603,603,2015-10-22,14.114666938781738,14.383333206176758,13.960000038146973,14.104000091552734,42378000,1,14.262024112069943 +604,604,2015-10-23,13.939332962036133,14.356666564941406,13.845999717712402,14.333333015441896,63532500,1,14.234441059470692 +605,605,2015-10-26,14.350666999816896,14.392000198364258,14.0,14.092000007629396,50871000,1,14.102870029686573 +606,606,2015-10-27,14.023332595825195,14.473333358764648,13.833999633789062,14.322667121887209,52791000,1,14.213558676776737 +607,607,2015-10-28,14.197333335876465,14.229999542236328,13.886667251586914,14.087332725524902,40929000,1,14.126908261099379 +608,608,2015-10-29,14.108667373657228,14.25,14.042667388916016,14.116666793823242,27075000,0,14.126305985065748 +609,609,2015-10-30,13.795332908630373,14.108667373657228,13.592666625976562,14.026666641235352,66583500,0,14.152264191377133 +610,610,2015-11-02,14.252667427062988,14.386667251586914,13.814666748046877,13.928000450134276,58918500,-1,13.905167853108008 +611,611,2015-11-03,13.890000343322754,14.29599952697754,13.850000381469728,14.256667137145996,124987500,1,14.054555133051238 +612,612,2015-11-04,15.44200038909912,15.515999794006348,15.013333320617676,15.133333206176758,190896000,1,14.002569278402415 +613,613,2015-11-05,15.451333045959473,15.638667106628418,15.279333114624023,15.371999740600586,67452000,1,15.019737926369336 +614,614,2015-11-06,15.490667343139648,15.557332992553713,15.300000190734863,15.380000114440918,36679500,1,15.516792537037155 +615,615,2015-11-09,15.022000312805176,15.53266716003418,14.95400047302246,15.53266716003418,57763500,0,15.614727069493965 +616,616,2015-11-10,14.43333339691162,14.91333293914795,14.405332565307615,14.898667335510254,69255000,0,15.326708223557615 +617,617,2015-11-11,14.60533332824707,14.631999969482422,14.241999626159668,14.517999649047852,50217000,0,14.782483234961786 +618,618,2015-11-12,14.196000099182127,14.600000381469728,14.177332878112791,14.523332595825195,43738500,0,14.552055410987643 +619,619,2015-11-13,13.812666893005373,14.199333190917969,13.767999649047852,14.196666717529297,51454500,0,14.347846565129007 +620,620,2015-11-16,14.28733253479004,14.33199977874756,13.720000267028809,13.739333152770996,43881000,0,14.002756844714039 +621,621,2015-11-17,14.266667366027832,14.399999618530272,14.09333324432373,14.346667289733888,32230500,1,14.049332048633808 +622,622,2015-11-18,14.73799991607666,14.7586669921875,14.16800022125244,14.300000190734863,42178500,1,14.193839083812696 +623,623,2015-11-19,14.786666870117188,15.079333305358888,14.686667442321776,14.702667236328123,37566000,1,14.43599277661575 +624,624,2015-11-20,14.667332649230955,15.0,14.238666534423828,14.899333000183104,66010500,-1,14.704324777816254 +625,625,2015-11-23,14.516667366027832,14.612000465393066,14.312000274658203,14.489999771118164,37893000,0,14.642025325473215 +626,626,2015-11-24,14.550000190734863,14.733332633972168,14.333333015441896,14.357999801635742,37204500,1,14.518847190071872 +627,627,2015-11-25,15.309332847595217,15.388667106628418,14.69200038909912,14.755999565124512,59862000,0,14.50809994392127 +628,628,2015-11-27,15.440667152404783,15.483332633972168,15.133999824523926,15.404000282287598,29241000,-1,14.900490913774883 +629,629,2015-11-30,15.350666999816896,15.618666648864746,15.272000312805176,15.452667236328123,39897000,0,15.241660680380159 +630,630,2015-12-01,15.812666893005373,15.866666793823242,15.403332710266112,15.404000282287598,56010000,0,15.37552111178536 +631,631,2015-12-02,15.465999603271484,15.90666675567627,15.415332794189451,15.800000190734863,44722500,0,15.599776000971762 +632,632,2015-12-03,15.513999938964844,15.829999923706056,15.333333015441896,15.6986665725708,44094000,0,15.608448332738211 +633,633,2015-12-04,15.358667373657228,15.5513334274292,15.177332878112791,15.497332572937012,38604000,1,15.578414292264949 +634,634,2015-12-07,15.408666610717772,15.708666801452637,15.076666831970217,15.18000030517578,47163000,-1,15.427974971697163 +635,635,2015-12-08,15.114666938781738,15.25333309173584,14.946666717529297,15.16800022125244,40314000,-1,15.362643136615159 +636,636,2015-12-09,14.968000411987305,15.166666984558104,14.714667320251465,15.113332748413086,45867000,0,15.158659734536899 +637,637,2015-12-10,15.137999534606934,15.232666969299316,14.90933322906494,14.980667114257812,31075500,1,14.976394690312356 +638,638,2015-12-11,14.468000411987305,15.050000190734863,14.442667007446287,15.015999794006348,49030500,0,15.030846161793471 +639,639,2015-12-14,14.571999549865724,14.727999687194824,14.324666976928713,14.500666618347168,42406500,0,14.715603401148714 +640,640,2015-12-15,14.739333152770996,14.814666748046877,14.533332824707031,14.788000106811523,33666000,0,14.545423454695536 +641,641,2015-12-16,15.633999824523926,15.658666610717772,14.715332984924316,14.80666732788086,76564500,1,14.626454529359261 +642,642,2015-12-17,15.559332847595217,15.850666999816896,15.320667266845703,15.595999717712402,49479000,0,15.066645043749284 +643,643,2015-12-18,15.36400032043457,15.726667404174805,15.28600025177002,15.526000022888184,45213000,0,15.429961474970352 +644,644,2015-12-21,15.503999710083008,15.722000122070312,15.405332565307615,15.446000099182127,29298000,0,15.460203173809976 +645,645,2015-12-22,15.329999923706056,15.770000457763672,15.308667182922363,15.666000366210938,29422500,0,15.540416999594564 +646,646,2015-12-23,15.313332557678224,15.563332557678224,15.208666801452637,15.478667259216309,23325000,0,15.512041524854512 +647,647,2015-12-24,15.371333122253418,15.458666801452637,15.218667030334473,15.370667457580566,10620000,1,15.42383892207214 +648,648,2015-12-28,15.263333320617676,15.465332984924316,15.03600025177002,15.432666778564451,28519500,0,15.394004072165735 +649,649,2015-12-29,15.812666893005373,15.847999572753906,15.303333282470703,15.337332725524902,36094500,1,15.314949940356403 +650,650,2015-12-30,15.87266731262207,16.242000579833984,15.711333274841309,15.773332595825195,55468500,0,15.556401655615522 +651,651,2015-12-31,16.000667572021484,16.229999542236328,15.891332626342772,15.900667190551758,40725000,0,15.823231563270452 +652,652,2016-01-04,14.894000053405762,15.425333023071287,14.600000381469728,15.381333351135254,102406500,-1,16.0056359392175 +653,653,2016-01-05,14.895333290100098,15.12600040435791,14.666666984558104,15.09066677093506,47802000,1,15.237389267365195 +654,654,2016-01-06,14.602666854858398,14.670000076293944,14.398667335510254,14.666666984558104,56686500,0,14.950990017074007 +655,655,2016-01-07,14.376667022705078,14.562666893005373,14.244667053222656,14.279333114624023,53314500,1,14.643408945702056 +656,656,2016-01-08,14.06666660308838,14.696000099182127,14.0513334274292,14.52400016784668,54421500,1,14.426288860485913 +657,657,2016-01-11,13.856666564941406,14.296667098999023,13.533332824707031,14.267333030700684,61371000,1,14.254068872414287 +658,658,2016-01-12,13.998000144958496,14.249333381652832,13.687333106994627,14.106666564941406,46378500,0,13.953434188885966 +659,659,2016-01-13,13.354000091552734,14.17666721343994,13.333333015441896,14.133999824523926,61896000,0,13.94310650854311 +660,660,2016-01-14,13.745332717895508,14.0,12.892000198364258,13.480667114257812,97360500,1,13.651798301880657 +661,661,2016-01-15,13.666000366210938,13.67133331298828,13.149999618530272,13.264666557312012,83679000,0,13.544372701602004 +662,662,2016-01-19,13.64799976348877,14.031332969665527,13.385333061218262,13.913999557495115,60580500,-1,13.549672876380521 +663,663,2016-01-20,13.24666690826416,13.41866683959961,12.75,13.293333053588867,87579000,0,13.663399976316823 +664,664,2016-01-21,13.33133316040039,13.548666954040527,13.001333236694336,13.436667442321776,47493000,0,13.331739032596866 +665,665,2016-01-22,13.50333309173584,13.699999809265137,13.268667221069336,13.653332710266112,46861500,0,13.353398631813157 +666,666,2016-01-25,13.092000007629396,13.571332931518556,13.058667182922363,13.337332725524902,40480500,0,13.489022307949751 +667,667,2016-01-26,12.904000282287598,13.187999725341797,12.592000007629396,13.113332748413086,74463000,0,13.340932088507088 +668,668,2016-01-27,12.538000106811523,12.883999824523926,12.38466739654541,12.825332641601562,54258000,0,13.051340143946515 +669,669,2016-01-28,12.646666526794434,12.751999855041504,12.160667419433594,12.719332695007324,68892000,0,12.783375505632073 +670,670,2016-01-29,12.74666690826416,12.916000366210938,12.538666725158691,12.66333293914795,42784500,1,12.662119287563607 +671,671,2016-02-01,13.129332542419434,13.3013334274292,12.18333339691162,12.583999633789062,79464000,-1,12.79270865961583 +672,672,2016-02-02,12.185333251953123,12.874667167663574,12.01533317565918,12.82800006866455,86604000,-1,12.892021925865206 +673,673,2016-02-03,11.565333366394045,12.262666702270508,11.345333099365234,12.239333152770996,118971000,-1,12.549972357926384 +674,674,2016-02-04,11.68866729736328,11.732000350952148,11.13266658782959,11.380000114440918,65781000,1,11.945819447158641 +675,675,2016-02-05,10.84000015258789,11.533332824707031,10.515999794006348,11.420000076293944,141564000,0,11.815143879584571 +676,676,2016-02-08,9.866000175476074,10.476667404174805,9.733332633972168,10.473333358764648,139695000,-1,11.146004887039354 +677,677,2016-02-09,9.883333206176758,10.652667045593262,9.403332710266112,9.48799991607666,129774000,1,10.402250194698613 +678,678,2016-02-10,9.57800006866455,10.33133316040039,9.449333190917969,10.033332824707031,156097500,-1,10.161320842512202 +679,679,2016-02-11,10.031332969665527,10.883999824523926,9.800000190734863,10.133333206176758,213786000,1,9.885105228920672 +680,680,2016-02-12,10.06933307647705,10.46733283996582,9.579999923706056,10.333333015441896,108537000,1,9.915708766848834 +681,681,2016-02-16,10.344667434692385,10.863332748413086,10.27400016784668,10.579999923706056,83907000,1,10.136276065928095 +682,682,2016-02-17,11.245332717895508,11.28933334350586,10.445332527160645,10.600000381469728,87378000,1,10.521778374657284 +683,683,2016-02-18,11.118000030517578,11.529999732971191,10.98466682434082,11.494667053222656,58314000,0,10.938996750557166 +684,684,2016-02-19,11.10533332824707,11.166000366210938,10.833333015441896,10.910667419433594,44391000,0,11.297521560578605 +685,685,2016-02-22,11.849332809448242,11.927332878112791,11.32333278656006,11.341333389282228,75901500,1,11.340789770110938 +686,686,2016-02-23,11.814000129699709,12.11533260345459,11.57866668701172,11.744000434875488,89766000,0,11.695926974721694 +687,687,2016-02-24,11.93333339691162,11.966667175292969,11.189332962036133,11.516667366027832,80934000,-1,11.85482902625527 +688,688,2016-02-25,12.495332717895508,12.567999839782717,11.68000030517578,11.90999984741211,86260500,-1,11.873688363630862 +689,689,2016-02-26,12.689332962036133,12.800000190734863,12.333333015441896,12.579999923706056,90976500,0,12.252766313733234 +690,690,2016-02-29,12.795332908630373,13.09000015258789,12.614666938781738,12.826666831970217,67485000,-1,12.6239696352032 +691,691,2016-03-01,12.423333168029783,13.063332557678224,12.18000030517578,12.949999809265137,100683000,-1,12.910975228499822 +692,692,2016-03-02,12.555999755859377,12.567999839782717,12.100000381469728,12.248666763305664,72936000,0,12.72086481355944 +693,693,2016-03-03,13.04933261871338,13.161333084106444,12.281332969665527,12.552000045776367,72435000,-1,12.651647381474337 +694,694,2016-03-04,13.402667045593262,13.60200023651123,13.166666984558104,13.199999809265137,97336500,1,12.905192844407543 +695,695,2016-03-07,13.685999870300291,13.979999542236328,13.15999984741211,13.178667068481444,79941000,0,13.330850854515424 +696,696,2016-03-08,13.506667137145996,13.833333015441896,13.479999542236328,13.56666660308838,62680500,0,13.631656472261714 +697,697,2016-03-09,13.914667129516602,13.958000183105469,13.519332885742188,13.63466739654541,48129000,1,13.69882827822977 +698,698,2016-03-10,13.678667068481444,14.219332695007324,13.378000259399414,14.0,77887500,1,13.852960439547399 +699,699,2016-03-11,13.833333015441896,13.961333274841309,13.68866729736328,13.862000465393066,50146500,1,13.804739993779664 +700,700,2016-03-14,14.34333324432373,14.447999954223633,14.042667388916016,14.17666721343994,60985500,1,13.862278782469655 +701,701,2016-03-15,14.555999755859377,14.597999572753906,14.100000381469728,14.284667015075684,47707500,1,14.184843427787717 +702,702,2016-03-16,14.795332908630373,14.838666915893556,14.468000411987305,14.533332824707031,52750500,-1,14.392471079407905 +703,703,2016-03-17,15.092000007629396,15.233332633972168,14.666666984558104,14.764666557312012,56743500,1,14.63705997780632 +704,704,2016-03-18,15.515999794006348,15.631999969482422,15.20400047302246,15.273332595825195,70677000,0,14.896189514430485 +705,705,2016-03-21,15.887999534606934,15.991999626159668,15.666666984558104,15.689332962036133,79617000,1,15.282164320301964 +706,706,2016-03-22,15.616000175476074,15.932666778564451,15.503999710083008,15.814000129699709,64740000,1,15.691503636391198 +707,707,2016-03-23,14.838666915893556,15.648667335510254,14.802000045776367,15.4913330078125,74232000,1,15.719301327980062 +708,708,2016-03-24,15.18333339691162,15.259332656860352,14.333333015441896,14.385333061218262,74413500,0,15.241237351105967 +709,709,2016-03-28,15.350666999816896,15.654000282287598,15.0,15.440667152404783,58885500,-1,14.989127772024357 +710,710,2016-03-29,15.342000007629396,15.491999626159668,15.022000312805176,15.326000213623049,60214500,-1,15.184803443323467 +711,711,2016-03-30,15.12600040435791,15.699999809265137,15.100000381469728,15.672666549682615,60495000,1,15.223141147604073 +712,712,2016-03-31,15.317999839782717,15.82800006866455,15.000666618347168,15.28933334350586,120193500,-1,15.240558045412321 +713,713,2016-04-01,15.839332580566406,16.52666664123535,15.550000190734863,16.32200050354004,239962500,1,15.260975093690451 +714,714,2016-04-04,16.465999603271484,16.808000564575195,16.242666244506836,16.607999801635742,202129500,-1,15.810090213737679 +715,715,2016-04-05,17.031333923339844,17.104000091552734,16.0,16.03333282470703,149230500,-1,16.468712206884973 +716,716,2016-04-06,17.69466781616211,17.849332809448242,16.89666748046875,16.931333541870117,175582500,-1,16.68254126209554 +717,717,2016-04-07,17.14666748046875,17.95599937438965,16.96733283996582,17.76333236694336,132843000,-1,17.244144664020144 +718,718,2016-04-08,16.67133331298828,17.38800048828125,16.534666061401367,17.366666793823242,110458500,1,17.251343082713568 +719,719,2016-04-11,16.661333084106445,17.266000747680664,16.35333251953125,16.733333587646484,137425500,-1,16.855245341214154 +720,720,2016-04-12,16.521333694458008,16.786666870117188,16.242000579833984,16.633333206176758,86448000,1,16.555753537464224 +721,721,2016-04-13,16.968666076660156,17.03333282470703,16.488666534423828,16.567333221435547,73884000,1,16.448711689361 +722,722,2016-04-14,16.790666580200195,17.12266731262207,16.73666763305664,16.866666793823242,61983000,0,16.66236677530001 +723,723,2016-04-15,16.96733283996582,16.97333335876465,16.607999801635742,16.753999710083008,56286000,0,16.800980646930725 +724,724,2016-04-18,16.92533302307129,17.220666885375977,16.777332305908203,16.815332412719727,64071000,1,16.858596768786093 +725,725,2016-04-19,16.4913330078125,16.95800018310547,16.083332061767578,16.874666213989258,95362500,-1,16.936966647764432 +726,726,2016-04-20,16.6646671295166,16.910667419433594,16.100000381469727,16.417333602905273,77911500,1,16.516769852378346 +727,727,2016-04-21,16.55266761779785,16.726667404174805,16.46066665649414,16.599332809448242,41746500,1,16.474425270353343 +728,728,2016-04-22,16.916667938232422,16.933332443237305,16.380666732788086,16.592666625976562,56794500,1,16.589727623801917 +729,729,2016-04-25,16.788000106811523,17.158666610717773,16.71733283996582,16.867332458496094,55054500,1,16.743828159861177 +730,730,2016-04-26,16.916000366210938,17.048667907714844,16.625999450683594,16.803333282470703,48357000,0,16.884157747284124 +731,731,2016-04-27,16.764667510986328,17.0,16.626667022705078,16.850000381469727,48087000,-1,16.930209647264576 +732,732,2016-04-28,16.513999938964844,16.89533233642578,16.496000289916992,16.656667709350586,37785000,1,16.904761512058876 +733,733,2016-04-29,16.05066680908203,16.562000274658203,15.854000091552734,16.542667388916016,81207000,1,16.775843058407958 +734,734,2016-05-02,16.1200008392334,16.21266746520996,15.654666900634766,16.100000381469727,57658500,1,16.316086281961063 +735,735,2016-05-03,15.48799991607666,15.927332878112791,15.441332817077637,15.824000358581545,64533000,1,16.08330771793286 +736,736,2016-05-04,14.837332725524902,15.630666732788086,14.69333267211914,15.352666854858398,130507500,-1,15.711636983035367 +737,737,2016-05-05,14.10200023651123,15.242667198181152,13.986000061035156,15.230667114257812,168822000,1,15.109779589521683 +738,738,2016-05-06,14.32866668701172,14.424667358398438,13.87399959564209,14.05799961090088,85278000,-1,14.474161731916965 +739,739,2016-05-09,13.928000450134276,14.40999984741211,13.786666870117188,14.381333351135254,71646000,-1,14.34571632171798 +740,740,2016-05-10,13.912667274475098,13.964667320251465,13.666666984558104,13.83666706085205,61059000,-1,14.122872975253413 +741,741,2016-05-11,13.93066692352295,14.36533260345459,13.736666679382324,13.839332580566406,77428500,0,13.94055439268361 +742,742,2016-05-12,13.8186674118042,14.111332893371582,13.577333450317385,14.095999717712402,54757500,1,13.968359854009655 +743,743,2016-05-13,13.84066677093506,14.079999923706056,13.779999732971191,13.85200023651123,42342000,-1,13.877068112986255 +744,744,2016-05-16,13.88599967956543,14.210000038146973,13.861332893371582,13.876667022705078,44241000,-1,13.90347490021767 +745,745,2016-05-17,13.644000053405762,13.98799991607666,13.601332664489746,13.936667442321776,42654000,-1,13.958642583644039 +746,746,2016-05-18,14.07800006866455,14.354000091552734,13.850000381469728,13.94333267211914,84262500,1,13.816788913712283 +747,747,2016-05-19,14.347332954406738,14.452667236328123,13.81999969482422,14.2413330078125,102994500,1,13.997198083369984 +748,748,2016-05-20,14.685333251953123,14.703332901000977,14.423333168029783,14.465999603271484,135106500,-1,14.16868686633164 +749,749,2016-05-23,14.414667129516602,14.84000015258789,14.390666961669922,14.657999992370604,76537500,0,14.523156601957735 +750,750,2016-05-24,14.52733325958252,14.582667350769045,14.345333099365234,14.4399995803833,45207000,-1,14.641215451774293 +751,751,2016-05-25,14.638667106628418,14.757332801818848,14.434000015258787,14.52733325958252,46902000,-1,14.609375068808717 +752,752,2016-05-26,15.008000373840332,15.017333030700684,14.603333473205566,14.699999809265137,61086000,-1,14.637618670470452 +753,753,2016-05-27,14.869333267211914,15.062000274658203,14.716667175292969,14.999333381652832,54754500,0,14.814155597360836 +754,754,2016-05-31,14.881999969482422,14.983332633972168,14.766667366027832,14.869333267211914,41835000,0,14.855392870435477 +755,755,2016-06-01,14.637332916259766,14.826666831970217,14.459333419799805,14.76533317565918,44740500,1,14.864153856117177 +756,756,2016-06-02,14.597332954406738,14.660667419433594,14.473999977111816,14.63933277130127,30492000,-1,14.691065357111347 +757,757,2016-06-03,14.599332809448242,14.79599952697754,14.534000396728516,14.666666984558104,33435000,1,14.606841406075022 +758,758,2016-06-06,14.711999893188477,14.726667404174805,14.363332748413086,14.533332824707031,33742500,1,14.606102431227873 +759,759,2016-06-07,15.489333152770996,15.629332542419434,14.767999649047852,14.815999984741213,93204000,1,14.584391114698477 +760,760,2016-06-08,15.701333045959473,16.05666732788086,15.507332801818848,15.58666706085205,89580000,1,15.030543202744505 +761,761,2016-06-09,15.290666580200195,15.68866729736328,15.137332916259766,15.665332794189451,67381500,-1,15.526709787083561 +762,762,2016-06-10,14.586000442504885,15.197999954223633,14.56133270263672,15.15933322906494,90399000,-1,15.43928588799978 +763,763,2016-06-13,14.524666786193848,15.0513334274292,14.510666847229004,14.633333206176758,62895000,-1,14.946383534143134 +764,764,2016-06-14,14.330666542053224,14.813332557678224,14.16866683959961,14.592000007629396,53703000,1,14.71906433345404 +765,765,2016-06-15,14.513333320617676,14.793333053588867,14.342000007629396,14.463333129882812,43627500,1,14.47974793014544 +766,766,2016-06-16,14.528667449951172,14.53600025177002,14.233332633972168,14.494667053222656,36604500,1,14.48861222905121 +767,767,2016-06-17,14.364666938781738,14.666000366210938,14.300000190734863,14.52066707611084,46689000,0,14.443571548224583 +768,768,2016-06-20,14.646666526794434,14.916666984558104,14.548666954040527,14.633333206176758,53332500,1,14.409857201772791 +769,769,2016-06-21,14.640666961669922,14.838000297546388,14.587332725524902,14.711999893188477,67935000,1,14.572835937283248 +770,770,2016-06-22,13.11066722869873,13.729999542236328,13.050000190734863,13.29800033569336,356136000,-1,14.635150200687788 +771,771,2016-06-23,13.09333324432373,13.170000076293944,12.808667182922363,13.04599952697754,151960500,-1,13.367449715895468 +772,772,2016-06-24,12.876667022705078,13.008000373840332,12.648667335510254,12.670000076293944,105397500,-1,13.307166267546474 +773,773,2016-06-27,13.236666679382324,13.253999710083008,12.524666786193848,12.723999977111816,108081000,-1,13.16725976659343 +774,774,2016-06-28,13.452667236328123,13.603333473205566,13.293999671936035,13.459333419799805,93186000,1,13.165362251091388 +775,775,2016-06-29,14.012666702270508,14.118666648864746,13.533332824707031,13.675333023071287,89923500,-1,13.473768857038761 +776,776,2016-06-30,14.152000427246094,14.233332633972168,13.934666633605955,14.197999954223633,72646500,-1,13.860636939881708 +777,777,2016-07-01,14.43333339691162,14.54933261871338,13.733332633972168,13.742667198181152,81000000,-1,14.115872684858095 +778,778,2016-07-05,14.26533317565918,14.302666664123535,13.866666793823242,13.982000350952148,77629500,-1,14.27569229379183 +779,779,2016-07-06,14.29599952697754,14.34866714477539,13.93333339691162,14.0,73798500,-1,14.253899637826324 +780,780,2016-07-07,14.395999908447266,14.541333198547363,14.20066738128662,14.206666946411133,54180000,-1,14.26247014354496 +781,781,2016-07-08,14.45199966430664,14.654000282287598,14.300000190734863,14.520000457763672,61122000,-1,14.378001279332853 +782,782,2016-07-11,14.985333442687988,15.118666648864746,14.633999824523926,14.663999557495115,81447000,-1,14.463249257449135 +783,783,2016-07-12,14.976667404174805,15.166666984558104,14.881333351135254,14.9399995803833,68569500,1,14.794162121161184 +784,784,2016-07-13,14.835332870483398,15.03933334350586,14.685999870300291,15.033332824707031,53506500,-1,14.958750709794792 +785,785,2016-07-14,14.768667221069336,14.996000289916992,14.736666679382324,14.874667167663574,40137000,-1,14.901204272769764 +786,786,2016-07-15,14.69333267211914,14.850000381469728,14.642666816711426,14.834667205810549,33513000,-1,14.850099251372706 +787,787,2016-07-18,15.083333015441896,15.13933277130127,14.553333282470703,14.642666816711426,51181500,1,14.76801829097247 +788,788,2016-07-19,15.017333030700684,15.273332595825195,14.983332633972168,15.0,46726500,-1,14.846237691994013 +789,789,2016-07-20,15.223999977111816,15.31999969482422,15.0,15.097999572753906,38527500,1,14.972914576468364 +790,790,2016-07-21,14.699999809265137,15.1899995803833,14.606666564941406,15.06666660308838,66430500,1,15.103645806925202 +791,791,2016-07-22,14.817999839782717,14.966667175292969,14.592000007629396,14.79933261871338,38695500,-1,14.875896478441884 +792,792,2016-07-25,15.333999633789062,15.425999641418455,14.758000373840332,14.817999839782717,67360500,1,14.787486824303867 +793,793,2016-07-26,15.300666809082031,15.333333015441896,15.020000457763672,15.179332733154297,51450000,-1,15.005700317924948 +794,794,2016-07-27,15.232666969299316,15.557332992553713,15.128000259399414,15.28933334350586,43335000,1,15.133411487960378 +795,795,2016-07-28,15.37399959564209,15.383999824523926,15.106666564941406,15.196666717529297,36286500,1,15.234233904254918 +796,796,2016-07-29,15.652667045593262,15.685333251953123,15.349332809448242,15.380000114440918,46062000,-1,15.276799802387421 +797,797,2016-08-01,15.333999633789062,15.775333404541016,15.291999816894531,15.699999809265137,60244500,1,15.479520075864208 +798,798,2016-08-02,15.146666526794434,15.324666976928713,14.760000228881836,15.291333198547363,59016000,1,15.450563540115093 +799,799,2016-08-03,15.052666664123535,15.313332557678224,14.947333335876465,15.157999992370604,58317000,-1,15.152780289430934 +800,800,2016-08-04,15.37399959564209,15.390666961669922,14.803333282470703,15.04599952697754,62205000,1,15.053763305112634 +801,801,2016-08-05,15.335332870483398,15.466667175292969,15.15999984741211,15.333333015441896,48078000,-1,15.096778391175883 +802,802,2016-08-08,15.077333450317385,15.30666732788086,15.072667121887209,15.199999809265137,33954000,1,15.229145758319929 +803,803,2016-08-09,15.272000312805176,15.435999870300291,15.109999656677246,15.121333122253418,33117000,-1,15.164321869806097 +804,804,2016-08-10,15.043333053588867,15.324666976928713,14.974666595458984,15.215999603271484,35074500,1,15.224657338973556 +805,805,2016-08-11,14.994000434875488,15.17133331298828,14.894000053405762,15.07800006866455,28213500,1,15.131272564296093 +806,806,2016-08-12,15.040666580200195,15.109999656677246,14.935999870300291,15.02733325958252,27202500,1,15.043659733126578 +807,807,2016-08-15,15.03933334350586,15.300000190734863,14.995332717895508,15.067999839782717,30514500,-1,15.029101127383594 +808,808,2016-08-16,14.907333374023438,15.145999908447266,14.894000053405762,15.03266716003418,34006500,1,15.060821929237878 +809,809,2016-08-17,14.88266658782959,14.988666534423828,14.853333473205566,14.95533275604248,26806500,-1,14.982793797293334 +810,810,2016-08-18,14.900667190551758,15.043999671936035,14.81933307647705,14.92133331298828,25717500,-1,14.921566932887632 +811,811,2016-08-19,15.0,15.011333465576172,14.835332870483398,14.902667045593262,24892500,1,14.909761667056907 +812,812,2016-08-22,14.862000465393066,15.007332801818848,14.845333099365234,14.944666862487791,30982500,-1,14.935407384251066 +813,813,2016-08-23,14.989333152770996,15.232666969299316,14.853333473205566,14.954667091369627,71766000,1,14.90018704420984 +814,814,2016-08-24,14.841333389282228,15.143333435058594,14.814666748046877,15.136667251586914,38560500,1,14.932861399199812 +815,815,2016-08-25,14.730667114257812,14.920000076293944,14.718000411987305,14.87399959564209,26437500,1,14.899640552461122 +816,816,2016-08-26,14.666000366210938,14.857333183288574,14.588000297546388,14.809332847595217,33585000,1,14.815902938411437 +817,817,2016-08-29,14.346667289733888,14.69333267211914,14.333333015441896,14.67666721343994,48994500,0,14.71822835829428 +818,818,2016-08-30,14.089332580566406,14.407333374023438,14.034667015075684,14.407333374023438,47533500,0,14.487200322122947 +819,819,2016-08-31,14.133999824523926,14.173333168029783,13.90999984741211,14.028667449951172,49147500,1,14.220744712451525 +820,820,2016-09-01,13.38466739654541,14.07333278656006,13.366666793823242,13.934000015258787,119146500,-1,14.081688754915456 +821,821,2016-09-02,13.185333251953123,13.546667098999023,13.079999923706056,13.488666534423828,89661000,-1,13.652865669525823 +822,822,2016-09-06,13.522000312805176,13.550000190734863,13.266667366027832,13.267999649047852,65859000,1,13.371024766215633 +823,823,2016-09-07,13.447333335876465,13.766667366027832,13.380666732788086,13.699999809265137,54613500,1,13.454494081528305 +824,824,2016-09-08,13.157333374023438,13.326000213623049,13.09066677093506,13.303333282470703,50668500,-1,13.523820775542507 +825,825,2016-09-09,12.964667320251465,13.32800006866455,12.91333293914795,13.272666931152344,56355000,1,13.331704311583842 +826,826,2016-09-12,13.220000267028809,13.424667358398438,12.9399995803833,13.0,55728000,1,13.170793297380538 +827,827,2016-09-13,13.06999969482422,13.232666969299316,12.896666526794434,13.137332916259766,53841000,1,13.215440392458117 +828,828,2016-09-14,13.093999862670898,13.194666862487791,12.990667343139648,13.050000190734863,33817500,-1,13.154331652337984 +829,829,2016-09-15,13.361332893371582,13.501333236694336,13.09333324432373,13.099332809448242,46158000,-1,13.17583537120209 +830,830,2016-09-16,13.69333267211914,13.713333129882812,13.266667366027832,13.361332893371582,46617000,1,13.312927042057222 +831,831,2016-09-19,13.755999565124512,13.961999893188477,13.666666984558104,13.800000190734863,34492500,-1,13.52400482119197 +832,832,2016-09-20,13.642666816711426,13.850000381469728,13.593999862670898,13.789999961853027,36157500,-1,13.758053342692211 +833,833,2016-09-21,13.6813325881958,13.800000190734863,13.437333106994627,13.758000373840332,39502500,1,13.755736504186709 +834,834,2016-09-22,13.76200008392334,13.8186674118042,13.533332824707031,13.760000228881836,35743500,-1,13.707540338847663 +835,835,2016-09-23,13.829999923706056,14.01200008392334,13.711333274841309,13.732666969299316,43578000,-1,13.736190273483508 +836,836,2016-09-26,13.932666778564451,14.06666660308838,13.766667366027832,13.766667366027832,35916000,1,13.818116081944423 +837,837,2016-09-27,13.720666885375977,13.998666763305664,13.640666961669922,13.976667404174805,50598000,1,13.905329075154503 +838,838,2016-09-28,13.751333236694336,13.883333206176758,13.684000015258787,13.833999633789062,31326000,1,13.816529841538172 +839,839,2016-09-29,13.380000114440918,13.821999549865724,13.371999740600586,13.706666946411133,40905000,-1,13.808406824120274 +840,840,2016-09-30,13.60200023651123,13.665332794189451,13.303333282470703,13.480667114257812,38794500,-1,13.603329952936006 +841,841,2016-10-03,14.24666690826416,14.378000259399414,13.883333206176758,14.153332710266112,89998500,1,13.558540088937736 +842,842,2016-10-04,14.093999862670898,14.221332550048828,13.92133331298828,14.206666946411133,53122500,0,13.97820896710305 +843,843,2016-10-05,13.897333145141602,14.210000038146973,13.874667167663574,14.149333000183104,28162500,1,14.075262696658632 +844,844,2016-10-06,13.399999618530272,13.61400032043457,13.347332954406738,13.497332572937012,70551000,-1,14.060677807351594 +845,845,2016-10-07,13.107333183288574,13.42133331298828,13.053333282470703,13.399999618530272,52395000,1,13.641036730277127 +846,846,2016-10-10,13.396666526794434,13.609333038330078,13.310667037963867,13.423333168029783,49744500,-1,13.326480862959983 +847,847,2016-10-11,13.34000015258789,13.479999542236328,13.220666885375977,13.456666946411133,34926000,-1,13.402971497458868 +848,848,2016-10-12,13.434000015258787,13.592000007629396,13.361332893371582,13.396666526794434,29560500,-1,13.401940793261021 +849,849,2016-10-13,13.349332809448242,13.393333435058594,13.136667251586914,13.366666793823242,37419000,-1,13.486056210781106 +850,850,2016-10-14,13.100666999816896,13.428667068481444,13.08666706085205,13.37733268737793,64048500,-1,13.392835875306941 +851,851,2016-10-17,12.93066692352295,13.22599983215332,12.800000190734863,13.136667251586914,68311500,1,13.255208335390645 +852,852,2016-10-18,13.273332595825195,13.29800033569336,12.883999824523926,13.065999984741213,85207500,1,13.07371747263485 +853,853,2016-10-19,13.570667266845703,13.77733325958252,13.20400047302246,13.315999984741213,104868000,1,13.160030268951287 +854,854,2016-10-20,13.273332595825195,13.533332824707031,13.136667251586914,13.474666595458984,76093500,1,13.434387944139536 +855,855,2016-10-21,13.339332580566406,13.437999725341797,13.160667419433594,13.239999771118164,44151000,1,13.420810814025232 +856,856,2016-10-24,13.517333030700684,13.596667289733888,13.350000381469728,13.399999618530272,41274000,-1,13.426098605785118 +857,857,2016-10-25,13.489333152770996,13.645999908447266,13.41333293914795,13.526666641235352,36675000,-1,13.535666953895571 +858,858,2016-10-26,13.482666969299316,13.54599952697754,13.34000015258789,13.399999618530272,84492000,1,13.580642320369027 +859,859,2016-10-27,13.600666999816896,14.24666690826416,13.44333267211914,14.089332580566406,196405500,-1,13.528757957912124 +860,860,2016-10-28,13.33133316040039,13.687999725341797,13.321999549865724,13.600000381469728,64201500,1,13.587860649013972 +861,861,2016-10-31,13.182000160217283,13.499333381652832,13.053999900817873,13.499333381652832,70384500,1,13.645285562493411 +862,862,2016-11-01,12.719332695007324,13.233332633972168,12.540666580200195,13.202667236328123,105900000,1,13.44110051145489 +863,863,2016-11-02,12.534667015075684,12.846667289733888,12.500666618347168,12.670000076293944,63801000,1,13.021218329723542 +864,864,2016-11-03,12.494667053222656,12.764666557312012,12.469332695007324,12.600000381469728,39795000,0,12.821040035027277 +865,865,2016-11-04,12.70400047302246,12.897333145141602,12.397333145141602,12.600000381469728,77190000,1,12.745460887821375 +866,866,2016-11-07,12.880666732788086,12.952667236328123,12.670000076293944,12.906000137329102,58051500,-1,12.742751191979686 +867,867,2016-11-08,12.996000289916992,13.166000366210938,12.750666618347168,12.919333457946776,49014000,1,12.883942370414662 +868,868,2016-11-09,12.670666694641112,12.800000190734863,12.263333320617676,12.458666801452637,122596500,1,13.017532803452843 +869,869,2016-11-10,12.356666564941406,12.77400016784668,12.027999877929688,12.736666679382324,101254500,-1,12.690626453278762 +870,870,2016-11-11,12.570667266845703,12.592000007629396,12.199999809265137,12.28266716003418,59827500,1,12.521573240118895 +871,871,2016-11-14,12.096667289733888,12.550000190734863,11.879332542419434,12.533332824707031,98283000,1,12.62587977652816 +872,872,2016-11-15,12.251333236694336,12.428667068481444,12.136667251586914,12.185333251953123,58530000,1,12.346973163025032 +873,873,2016-11-16,12.26200008392334,12.315333366394045,12.080666542053224,12.17666721343994,51516000,1,12.431505961114281 +874,874,2016-11-17,12.577333450317385,12.63266658782959,12.140666961669922,12.232666969299316,73306500,1,12.426214041681519 +875,875,2016-11-18,12.334667205810549,12.866666793823242,12.333333015441896,12.710000038146973,78154500,1,12.54776818061 +876,876,2016-11-21,12.3013334274292,12.592666625976562,12.293999671936035,12.336000442504885,65415000,-1,12.585573536491598 +877,877,2016-11-22,12.744667053222656,12.764666557312012,12.247332572937012,12.38933277130127,84051000,1,12.559415987860675 +878,878,2016-11-23,12.87600040435791,13.042667388916016,12.600000381469728,12.707332611083984,73378500,0,12.668232128290345 +879,879,2016-11-25,13.109999656677246,13.149333000183104,12.90933322906494,12.90933322906494,35491500,0,12.896370307839115 +880,880,2016-11-28,13.074666976928713,13.289999961853027,12.970000267028809,13.031999588012695,67938000,-1,13.129879803822462 +881,881,2016-11-29,12.637999534606934,13.11533260345459,12.633333206176758,13.03733253479004,66589500,-1,13.189670845077643 +882,882,2016-11-30,12.626667022705078,12.792667388916016,12.5,12.733332633972168,53206500,1,12.967982518605812 +883,883,2016-12-01,12.125332832336426,12.5686674118042,12.06666660308838,12.550000190734863,76896000,-1,12.824244080397074 +884,884,2016-12-02,12.097999572753906,12.325332641601562,12.0,12.19200038909912,60634500,0,12.479778124195125 +885,885,2016-12-05,12.453332901000977,12.592666625976562,12.167332649230955,12.167332649230955,61083000,0,12.342406014388636 +886,886,2016-12-06,12.390000343322754,12.43866729736328,12.178667068481444,12.368000030517578,50874000,-1,12.487904055264465 +887,887,2016-12-07,12.876667022705078,12.893333435058594,12.333333015441896,12.40999984741211,81928500,-1,12.503598195956158 +888,888,2016-12-08,12.81933307647705,12.833333015441896,12.63599967956543,12.803333282470703,47911500,0,12.72075555163034 +889,889,2016-12-09,12.812000274658203,12.922666549682615,12.720666885375977,12.724666595458984,40837500,0,12.867002886535511 +890,890,2016-12-12,12.82866668701172,12.961333274841309,12.745332717895508,12.853333473205566,36583500,-1,12.940290446881747 +891,891,2016-12-13,13.210000038146973,13.41866683959961,12.866666793823242,12.878666877746582,102358500,1,12.973741107877977 +892,892,2016-12-14,13.246000289916992,13.533332824707031,13.11733341217041,13.249333381652832,62263500,1,13.121964626874142 +893,893,2016-12-15,13.17199993133545,13.38266658782959,13.15933322906494,13.227333068847656,48294000,-1,13.30938598433722 +894,894,2016-12-16,13.499333381652832,13.505999565124512,13.173333168029783,13.20533275604248,56953500,0,13.330509714492344 +895,895,2016-12-19,13.51533317565918,13.630000114440918,13.322667121887209,13.499333381652832,52321500,1,13.442860356926268 +896,896,2016-12-20,13.919333457946776,13.93333339691162,13.5,13.536666870117188,70336500,1,13.527640329779569 +897,897,2016-12-21,13.846667289733888,14.148667335510254,13.827333450317385,13.896666526794434,78114000,1,13.760839764688559 +898,898,2016-12-22,13.896666526794434,13.999333381652832,13.766667366027832,13.881333351135254,46666500,1,13.920129331864013 +899,899,2016-12-23,14.22266674041748,14.229999542236328,13.847332954406738,13.866666793823242,70057500,1,13.95188024144987 +900,900,2016-12-27,14.635333061218262,14.81666660308838,14.29466724395752,14.325332641601562,88735500,1,14.099929062761621 +901,901,2016-12-28,14.649333000183104,14.920000076293944,14.479999542236328,14.768667221069336,56737500,-1,14.473345423904442 +902,902,2016-12-29,14.312000274658203,14.613332748413086,14.274666786193848,14.570667266845703,60675000,1,14.659496672142799 +903,903,2016-12-30,14.246000289916992,14.5,14.112000465393066,14.420000076293944,69639000,1,14.50063516892513 +904,904,2017-01-03,14.465999603271484,14.68866729736328,14.064000129699709,14.324000358581545,88849500,-1,14.354089913159948 +905,905,2017-01-04,15.13266658782959,15.199999809265137,14.28733253479004,14.31666660308838,168202500,-1,14.389399362374462 +906,906,2017-01-05,15.116666793823242,15.165332794189451,14.796667098999023,15.094667434692385,88675500,-1,14.712089780313132 +907,907,2017-01-06,15.267333030700684,15.354000091552734,15.029999732971191,15.128666877746582,82918500,1,15.06553476044641 +908,908,2017-01-09,15.41866683959961,15.461333274841309,15.199999809265137,15.264666557312012,59692500,1,15.241040861736801 +909,909,2017-01-10,15.324666976928713,15.466667175292969,15.12600040435791,15.466667175292969,54900000,-1,15.36486163938447 +910,910,2017-01-11,15.315333366394045,15.33199977874756,15.112000465393066,15.271332740783691,54762000,-1,15.344183940704362 +911,911,2017-01-12,15.305999755859377,15.380000114440918,15.038666725158691,15.27066707611084,56853000,0,15.27270612211046 +912,912,2017-01-13,15.850000381469728,15.856666564941406,15.305999755859377,15.333333015441896,91395000,1,15.221568504237887 +913,913,2017-01-17,15.70533275604248,15.997332572937012,15.624667167663574,15.779999732971191,69262500,1,15.511046755691124 +914,914,2017-01-18,15.890666961669922,15.980667114257812,15.70533275604248,15.776666641235352,56535000,1,15.6975071848383 +915,915,2017-01-19,16.250667572021484,16.57866668701172,16.049999237060547,16.483333587646484,115984500,-1,15.840662073294034 +916,916,2017-01-20,16.315332412719727,16.399999618530273,16.200666427612305,16.36400032043457,63064500,-1,16.083151716178534 +917,917,2017-01-23,16.594667434692383,16.72599983215332,16.366666793823242,16.389999389648438,93943500,0,16.303865517294398 +918,918,2017-01-24,16.974000930786133,16.98666763305664,16.643333435058594,16.666667938232422,74482500,0,16.42738679585419 +919,919,2017-01-25,16.96466636657715,17.230667114257812,16.786666870117188,17.15399932861328,77139000,0,16.74776832712775 +920,920,2017-01-26,16.833999633789062,17.049333572387695,16.71666717529297,16.952667236328125,47281500,-1,16.91600820662761 +921,921,2017-01-27,16.863332748413086,16.866666793823242,16.56800079345703,16.7586669921875,47494500,0,16.92007529983516 +922,922,2017-01-30,16.708667755126953,17.019332885742188,16.47333335876465,16.8353328704834,57016500,-1,16.880408120681686 +923,923,2017-01-31,16.795333862304688,17.05933380126953,16.51333236694336,16.615999221801758,61741500,-1,16.815925068685576 +924,924,2017-02-01,16.615999221801758,16.8799991607666,16.60333251953125,16.8700008392334,59382000,-1,16.81442071402508 +925,925,2017-02-02,16.770000457763672,16.827999114990234,16.513999938964844,16.555999755859375,37497000,1,16.77103316618574 +926,926,2017-02-03,16.755332946777344,16.812000274658203,16.64533233642578,16.79400062561035,32800500,0,16.77781991021074 +927,927,2017-02-06,17.184667587280273,17.187999725341797,16.708667755126953,16.733333587646484,53437500,-1,16.81853940314359 +928,928,2017-02-07,17.165332794189453,17.333332061767578,17.094667434692383,17.21266746520996,63672000,1,17.03975019428418 +929,929,2017-02-08,17.472000122070312,17.55733299255371,17.079999923706055,17.156667709350586,58995000,0,17.195666360099732 +930,930,2017-02-09,17.946666717529297,18.07866668701172,17.74333381652832,17.75,117303000,-1,17.332105373031705 +931,931,2017-02-10,17.948667526245117,18.06333351135254,17.74066734313965,17.986000061035156,54295500,-1,17.68853526766586 +932,932,2017-02-13,18.706666946411133,18.71933364868164,18.03400039672852,18.04933357238769,105444000,1,17.851805368320587 +933,933,2017-02-14,18.73200035095215,19.159332275390625,18.573999404907227,18.60199928283692,110178000,1,18.240615764056507 +934,934,2017-02-15,18.65066719055176,18.81599998474121,18.429332733154297,18.666667938232425,74218500,1,18.562953994377043 +935,935,2017-02-16,17.93000030517578,18.666667938232425,17.899999618530273,18.50666618347168,106159500,-1,18.637772678556406 +936,936,2017-02-17,18.148666381835938,18.19266700744629,17.610000610351562,17.719999313354492,93856500,1,18.158127863671442 +937,937,2017-02-21,18.49266624450684,18.76000022888184,18.267332077026367,18.36333274841309,85150500,1,17.915362061261142 +938,938,2017-02-22,18.233999252319336,18.89666748046875,18.17333221435547,18.687332153320312,131325000,-1,18.299161947732802 +939,939,2017-02-23,17.06599998474121,17.643999099731445,17.03733253479004,17.600000381469727,223728000,-1,18.17989526799111 +940,940,2017-02-24,17.133333206176758,17.21666717529297,16.68000030517578,16.8439998626709,122574000,1,17.33964201809676 +941,941,2017-02-27,16.415332794189453,16.55733299255371,16.134000778198242,16.544666290283203,171912000,-1,17.109581192802253 +942,942,2017-02-28,16.666000366210938,16.733333587646484,16.260000228881836,16.279333114624023,91171500,1,16.53591575951354 +943,943,2017-03-01,16.667999267578125,16.989999771118164,16.607332229614258,16.94533348083496,72142500,-1,16.575861495885142 +944,944,2017-03-02,16.698667526245117,16.885332107543945,16.551332473754883,16.6473331451416,50277000,1,16.731190621636067 +945,945,2017-03-03,16.771333694458008,16.793333053588867,16.600000381469727,16.715999603271484,43791000,-1,16.763796748621424 +946,946,2017-03-06,16.747333526611328,16.780000686645508,16.500667572021484,16.527332305908203,50332500,-1,16.7893518391155 +947,947,2017-03-07,16.57266616821289,16.926000595092773,16.55466651916504,16.794666290283203,51892500,1,16.77862796287751 +948,948,2017-03-08,16.45800018310547,16.67133331298828,16.35466766357422,16.46666717529297,55878000,1,16.762816851220606 +949,949,2017-03-09,16.32666778564453,16.577333450317383,16.200000762939453,16.5086669921875,58189500,1,16.6262521263691 +950,950,2017-03-10,16.246000289916992,16.433332443237305,16.200000762939453,16.413999557495117,45994500,1,16.47789640043872 +951,951,2017-03-13,16.411333084106445,16.456666946411133,16.185333251953125,16.321332931518555,45339000,1,16.389492755706804 +952,952,2017-03-14,17.200000762939453,17.20800018310547,16.40133285522461,16.407333374023438,113976000,1,16.42452911079964 +953,953,2017-03-15,17.048667907714844,17.399999618530273,16.951332092285156,17.133333206176758,79962000,1,16.6636004638817 +954,954,2017-03-16,17.469999313354492,17.71666717529297,17.270666122436523,17.49333381652832,106983000,1,16.98630508587115 +955,955,2017-03-17,17.433332443237305,17.68866729736328,17.413333892822266,17.600000381469727,97462500,1,17.27628272504145 +956,956,2017-03-20,17.461332321166992,17.636667251586914,17.254667282104492,17.373332977294922,54214500,1,17.399205794539416 +957,957,2017-03-21,16.711999893188477,17.65333366394043,16.682666778564453,17.52199935913086,103629000,1,17.41170827287994 +958,958,2017-03-22,17.000667572021484,17.004667282104492,16.700666427612305,16.770666122436523,60889500,0,16.983764746019567 +959,959,2017-03-23,16.985332489013672,17.17799949645996,16.886667251586914,17.025999069213867,49803000,0,16.912771139874796 +960,960,2017-03-24,17.54400062561035,17.592666625976562,17.000667572021484,17.046667098999023,84709500,1,16.99795580677327 +961,961,2017-03-27,18.014667510986328,18.038000106811523,17.316667556762695,17.373332977294922,93462000,1,17.22757084339705 +962,962,2017-03-28,18.49666786193848,18.71199989318848,18.33333206176757,18.468000411987305,119814000,1,17.569668486584675 +963,963,2017-03-29,18.492000579833984,18.63999938964844,18.36933326721192,18.55599975585937,55143000,1,18.14668983932464 +964,964,2017-03-30,18.527999877929688,18.799999237060547,18.48066711425781,18.535999298095703,62226000,-1,18.428715273892866 +965,965,2017-03-31,18.553333282470703,18.64533233642578,18.42133331298828,18.582000732421875,49419000,-1,18.593739149911798 +966,966,2017-04-03,19.90133285522461,19.933332443237305,18.972000122070312,19.12666702270508,208329000,1,18.579487023879942 +967,967,2017-04-04,20.24666786193848,20.320667266845703,19.635332107543945,19.792667388916016,152019000,-1,19.381063129100614 +968,968,2017-04-05,19.666667938232425,20.32533264160156,19.61333274841309,20.13599967956543,118213500,-1,20.007103632310034 +969,969,2017-04-06,19.913333892822266,20.12933349609375,19.606666564941406,19.79199981689453,82809000,-1,19.968879681837837 +970,970,2017-04-07,20.16933250427246,20.179332733154297,19.809999465942383,19.83333206176757,68694000,1,19.96461312490861 +971,971,2017-04-10,20.826000213623047,20.915332794189453,20.58066749572754,20.61000061035156,114967500,1,20.092492072706282 +972,972,2017-04-11,20.58066749572754,20.89800071716309,20.36666679382324,20.89200019836425,85869000,-1,20.670069083056795 +973,973,2017-04-12,19.78933334350586,20.56333351135254,19.75466728210449,20.422666549682617,90760500,1,20.68061844371358 +974,974,2017-04-13,20.26666641235352,20.49266624450684,19.68666648864746,19.780000686645508,139269000,1,20.150572314956037 +975,975,2017-04-17,20.09600067138672,20.26666641235352,19.91200065612793,20.18000030517578,62080500,-1,20.03740317927101 +976,976,2017-04-18,20.01666641235352,20.05599975585937,19.86000061035156,19.979999542236328,45535500,1,20.18838908263912 +977,977,2017-04-19,20.36800003051757,20.44133377075196,20.14066696166992,20.16399955749512,58470000,-1,20.142239271829983 +978,978,2017-04-20,20.16733360290528,20.61000061035156,20.01533317565918,20.43400001525879,92241000,-1,20.397371217973724 +979,979,2017-04-21,20.37333297729492,20.426666259765625,20.027999877929688,20.13333320617676,67647000,-1,20.342406640333337 +980,980,2017-04-24,20.53533363342285,20.703332901000977,20.40133285522461,20.61466789245605,76252500,1,20.34918670724045 +981,981,2017-04-25,20.91933250427246,20.93199920654297,20.39066696166992,20.53333282470703,101065500,-1,20.579258337325722 +982,982,2017-04-26,20.67799949645996,20.96666717529297,20.600000381469727,20.82466697692871,70425000,-1,20.75102294595729 +983,983,2017-04-27,20.57533264160156,20.87266731262207,20.5,20.779333114624023,52029000,-1,20.82759904756516 +984,984,2017-04-28,20.9379997253418,20.98666763305664,20.53333282470703,20.655332565307617,67582500,-1,20.78882951586032 +985,985,2017-05-01,21.52199935913086,21.81666755676269,20.98733329772949,20.992000579833984,132444000,-1,20.896040234345072 +986,986,2017-05-02,21.25933265686035,21.8439998626709,21.10400009155273,21.600000381469727,80742000,-1,21.369317264002063 +987,987,2017-05-03,20.73466682434082,21.435333251953125,20.696666717529297,21.17799949645996,107001000,-1,21.49537542245235 +988,988,2017-05-04,19.69733238220215,20.51799964904785,19.38400077819824,20.496000289916992,212280000,-1,21.05693012457542 +989,989,2017-05-05,20.55666732788086,20.56999969482422,19.786666870117188,19.86666679382324,122659500,-1,19.89900303611383 +990,990,2017-05-08,20.47933387756348,20.91933250427246,20.38800048828125,20.726667404174805,105097500,1,20.395564754079263 +991,991,2017-05-09,21.41733360290528,21.465999603271484,20.606666564941406,20.625333786010746,145147500,-1,20.666125455829132 +992,992,2017-05-10,21.68133354187012,21.700000762939453,21.20800018310547,21.437332153320312,86124000,1,21.10047950147197 +993,993,2017-05-11,21.540000915527344,21.733333587646484,21.30666732788086,21.559999465942383,71307000,1,21.605327886944664 +994,994,2017-05-12,21.65399932861328,21.799999237060547,21.435333251953125,21.69866752624512,61824000,1,21.64661821275599 +995,995,2017-05-15,21.058666229248047,21.34666633605957,20.8353328704834,21.22533226013184,114330000,-1,21.705147642936492 +996,996,2017-05-16,21.13400077819824,21.33733367919922,21.00933265686035,21.172666549682617,62287500,-1,21.207880578517646 +997,997,2017-05-17,20.40733337402344,20.97533226013184,20.36666679382324,20.959333419799805,100678500,0,21.243072631859448 +998,998,2017-05-18,20.87066650390625,20.929332733154297,20.35400009155273,20.46666717529297,84807000,1,20.70264079253448 +999,999,2017-05-19,20.722000122070312,21.100000381469727,20.68000030517578,21.03333282470703,70314000,1,20.717743219179027 +1000,1000,2017-05-22,20.690000534057617,20.95800018310547,20.453332901000977,20.85333251953125,64938000,1,20.865151644184103 +1001,1001,2017-05-23,20.257333755493164,20.71533393859864,20.23200035095215,20.69733238220215,64776000,1,20.79630206059364 +1002,1002,2017-05-24,20.68133354187012,20.733333587646484,20.36000061035156,20.43400001525879,75499500,1,20.543519488729842 +1003,1003,2017-05-25,21.121999740600582,21.131332397460938,20.520666122436523,20.73466682434082,75210000,1,20.63003065614867 +1004,1004,2017-05-26,21.676000595092773,21.69933319091797,21.08733367919922,21.152000427246094,117033000,1,20.92471881988677 +1005,1005,2017-05-30,22.34000015258789,22.41866683959961,21.71733283996582,21.733333587646484,116743500,-1,21.44303750158754 +1006,1006,2017-05-31,22.733999252319336,22.85933303833008,22.3439998626709,22.512666702270508,149451000,-1,22.136394279315716 +1007,1007,2017-06-01,22.69133377075196,22.992000579833984,22.48600006103516,22.933332443237305,114120000,-1,22.622243229339286 +1008,1008,2017-06-02,22.656667709350582,22.858667373657227,22.39533233642578,22.65133285522461,83853000,-1,22.875966425010493 +1009,1009,2017-06-05,23.15466690063477,23.22933387756348,22.28066635131836,22.56666755676269,101766000,1,22.78715347295195 +1010,1010,2017-06-06,23.523332595825195,23.965999603271484,22.6646671295166,22.979999542236328,166302000,1,22.93361496123816 +1011,1011,2017-06-07,23.976667404174805,24.03333282470703,23.676000595092773,23.756000518798828,140970000,1,23.24765122738136 +1012,1012,2017-06-08,24.666667938232425,24.793333053588867,24.014667510986328,24.25,135922500,-1,23.85801070133058 +1013,1013,2017-06-09,23.821332931518555,25.12466621398925,23.65333366394043,24.961332321166992,258921000,1,24.3574081305626 +1014,1014,2017-06-12,23.93400001525879,24.299999237060547,23.37466621398925,23.86599922180176,157765500,-1,23.798494028919585 +1015,1015,2017-06-13,25.06333351135254,25.06666755676269,24.44066619873047,24.507999420166016,177118500,1,24.182970732340955 +1016,1016,2017-06-14,25.37733268737793,25.61666679382324,25.08733367919922,25.4060001373291,192276000,-1,24.68131584779359 +1017,1017,2017-06-15,25.022666931152344,25.03066635131836,24.432666778564453,24.83333206176757,156397500,-1,24.99416820023392 +1018,1018,2017-06-16,24.76000022888184,25.200666427612305,24.67333221435547,25.19866752624512,100965000,-1,24.90024567476207 +1019,1019,2017-06-19,24.65333366394043,25.11333274841309,24.520000457763672,25.0,98239500,-1,24.887180861693103 +1020,1020,2017-06-20,24.81599998474121,25.2586669921875,24.648666381835938,25.1113338470459,111580500,-1,24.67187950198791 +1021,1021,2017-06-21,25.09333229064941,25.132667541503903,24.534666061401367,24.956666946411133,73848000,-1,24.67682979578902 +1022,1022,2017-06-22,25.507333755493164,25.666667938232425,24.90466690063477,25.19933319091797,112947000,1,24.636912771024335 +1023,1023,2017-06-23,25.56333351135254,25.79933357238769,25.290000915527344,25.49666786193848,96687000,1,24.896434618675045 +1024,1024,2017-06-26,25.166000366210938,25.796667098999023,24.87333297729492,25.779333114624023,99061500,1,25.050457032455 +1025,1025,2017-06-27,24.15800094604492,25.09333229064941,24.134666442871094,25.09333229064941,104946000,1,24.866689151096754 +1026,1026,2017-06-28,24.74933242797852,24.78266716003418,24.167999267578125,24.44533348083496,94537500,1,24.302010875682974 +1027,1027,2017-06-29,24.049999237060547,24.733333587646484,23.606666564941406,24.707332611083984,123315000,1,24.351696402517803 +1028,1028,2017-06-30,24.10733222961425,24.45133209228516,23.974666595458984,24.247333526611328,87727500,1,24.027340468573215 +1029,1029,2017-07-03,23.507999420166016,24.75666618347168,23.433332443237305,24.682666778564453,94581000,-1,24.04414543887743 +1030,1030,2017-07-05,21.80599975585937,23.14933204650879,21.755332946777344,23.14666748046875,255700500,-1,23.740374937983926 +1031,1031,2017-07-06,20.588666915893555,21.38599967956543,20.420000076293945,21.15066719055176,289867500,-1,22.13199952172301 +1032,1032,2017-07-07,20.881332397460938,21.13333320617676,20.492000579833984,20.89999961853028,212653500,1,21.309152304145073 +1033,1033,2017-07-10,21.06999969482422,21.19599914550781,20.20866775512696,20.86000061035156,207313500,1,21.395354138902402 +1034,1034,2017-07-11,21.814666748046875,21.818666458129883,20.953332901000977,21.06666755676269,173391000,1,21.29113622605785 +1035,1035,2017-07-12,21.968000411987305,22.206666946411133,21.63333320617676,22.02666664123535,155191500,1,21.833308486511243 +1036,1036,2017-07-13,21.560667037963867,22.106666564941406,21.33133316040039,22.007333755493164,128917500,0,22.20892089102684 +1037,1037,2017-07-14,21.85199928283692,21.89466667175293,21.4146671295166,21.54599952697754,84378000,-1,21.98242431126173 +1038,1038,2017-07-17,21.30466651916504,21.80666732788086,20.89666748046875,21.702667236328125,148153500,-1,21.92401434079038 +1039,1039,2017-07-18,21.882667541503903,21.941999435424805,21.04400062561035,21.166667938232425,95605500,-1,21.413988396704045 +1040,1040,2017-07-19,21.68400001525879,22.11000061035156,21.54800033569336,21.881999969482425,95355000,-1,21.710537412496873 +1041,1041,2017-07-20,21.994667053222656,22.014667510986328,21.61333274841309,21.793333053588867,77493000,-1,21.83875215862331 +1042,1042,2017-07-21,21.8933334350586,22.083999633789062,21.71999931335449,21.964000701904297,73524000,1,21.916804995904045 +1043,1043,2017-07-24,22.834667205810547,22.8933334350586,22.000667572021484,22.016000747680664,129556500,1,21.94418020803372 +1044,1044,2017-07-25,22.63999938964844,23.040000915527344,22.27666664123535,23.0,104838000,1,22.48943559732204 +1045,1045,2017-07-26,22.92333221435547,23.03333282470703,22.541332244873047,22.69066619873047,72312000,-1,22.691265203973444 +1046,1046,2017-07-27,22.297332763671875,23.166667938232425,21.752666473388672,23.06666755676269,124536000,-1,22.828158260921896 +1047,1047,2017-07-28,22.33799934387207,22.63999938964844,22.16733360290528,22.459333419799805,73206000,1,22.43468517306269 +1048,1048,2017-07-31,21.564666748046875,22.766000747680664,21.402666091918945,22.36666679382324,128026500,-1,22.42531632684876 +1049,1049,2017-08-01,21.30466651916504,21.6299991607666,21.07533264160156,21.53333282470703,124546500,-1,21.93769539113947 +1050,1050,2017-08-02,21.72599983215332,21.808000564575195,20.74799919128418,21.262666702270508,196372500,1,21.462281198149274 +1051,1051,2017-08-03,23.139333724975582,23.33333206176757,22.87666702270508,23.02199935913086,203025000,1,21.419667103365825 +1052,1052,2017-08-04,23.79400062561035,23.81800079345703,22.88666725158692,23.13333320617676,139033500,1,22.899888474572023 +1053,1053,2017-08-07,23.67799949645996,23.96533393859864,23.51666641235352,23.82333374023437,94867500,1,23.67723611122111 +1054,1054,2017-08-08,24.347999572753903,24.57200050354004,23.82666778564453,23.8353328704834,111747000,1,23.85228974672288 +1055,1055,2017-08-09,24.235332489013672,24.666667938232425,23.93000030517578,24.06666755676269,103381500,1,24.151035170094914 +1056,1056,2017-08-10,23.69333267211914,24.44333267211914,23.643999099731445,24.106666564941406,106393500,1,24.187413079573886 +1057,1057,2017-08-11,23.857999801635746,24.083999633789062,23.57466697692871,23.79800033569336,65487000,1,23.90182619172556 +1058,1058,2017-08-14,24.253332138061523,24.51066780090332,24.17333221435547,24.308666229248047,67788000,1,23.744652178301777 +1059,1059,2017-08-15,24.155332565307617,24.36599922180176,23.95800018310547,24.34666633605957,46276500,1,23.975705708923236 +1060,1060,2017-08-16,24.194000244140625,24.433332443237305,24.167999267578125,24.200000762939453,51207000,1,23.85957047606956 +1061,1061,2017-08-17,23.461332321166992,24.21999931335449,23.439332962036133,24.08066749572754,75415500,1,23.89229660907371 +1062,1062,2017-08-18,23.16399955749512,23.600000381469727,23.053333282470703,23.527332305908203,81123000,-1,23.5208293593439 +1063,1063,2017-08-21,22.52400016784668,23.05466651916504,22.12333297729492,23.05466651916504,97431000,-1,23.18430893062613 +1064,1064,2017-08-22,22.75666618347168,22.81599998474121,22.4913330078125,22.742000579833984,64830000,-1,22.622187384353303 +1065,1065,2017-08-23,23.51799964904785,23.56599998474121,22.553333282470703,22.59933280944824,74317500,0,22.646480438865197 +1066,1066,2017-08-24,23.52866744995117,23.777332305908203,23.31599998474121,23.501333236694336,68770500,1,23.045066985006304 +1067,1067,2017-08-25,23.203332901000977,23.71266746520996,23.15333366394043,23.61599922180176,52260000,-1,23.320556128171457 +1068,1068,2017-08-28,23.04400062561035,23.156667709350582,22.64800071716309,23.152000427246094,56460000,1,23.206389552475887 +1069,1069,2017-08-29,23.15733337402344,23.270000457763672,22.58333206176757,22.631999969482425,61105500,1,22.907474651711606 +1070,1070,2017-08-30,23.545333862304688,23.564666748046875,23.13333320617676,23.31133270263672,51193500,1,22.90737752999685 +1071,1071,2017-08-31,23.726667404174805,23.895999908447266,23.521333694458008,23.56999969482422,61092000,1,23.184087007507912 +1072,1072,2017-09-01,23.69333267211914,23.839332580566406,23.57933235168457,23.7413330078125,45742500,-1,23.43527629764114 +1073,1073,2017-09-05,23.30599975585937,23.69933319091797,23.05933380126953,23.58666610717773,57526500,1,23.45769538866682 +1074,1074,2017-09-06,22.96866607666016,23.398666381835938,22.770666122436523,23.299999237060547,61371000,1,23.22527049943301 +1075,1075,2017-09-07,23.374000549316406,23.498666763305664,22.89666748046875,23.065332412719727,63588000,-1,22.96418013608899 +1076,1076,2017-09-08,22.8933334350586,23.318666458129883,22.81999969482422,23.266000747680664,48952500,-1,23.08050378506929 +1077,1077,2017-09-11,24.246000289916992,24.247333526611328,23.33333206176757,23.42333221435547,115006500,-1,22.918153184249018 +1078,1078,2017-09-12,24.183332443237305,24.583999633789062,24.02666664123535,24.29933357238769,89593500,-1,23.628066300691636 +1079,1079,2017-09-13,24.415332794189453,24.538000106811523,23.9726676940918,24.25466728210449,62778000,-1,23.983617243807252 +1080,1080,2017-09-14,25.176000595092773,25.19733238220215,24.17533302307129,24.288667678833008,108037500,-1,24.01985432679983 +1081,1081,2017-09-15,25.320667266845703,25.33333206176757,24.84666633605957,24.96733283996582,81307500,1,24.434218781111603 +1082,1082,2017-09-18,25.666667938232425,25.974000930786133,25.178667068481445,25.350000381469727,107820000,1,24.696041442184885 +1083,1083,2017-09-19,25.00666618347168,25.49266624450684,24.90466690063477,25.33333206176757,96778500,-1,25.006977583193077 +1084,1084,2017-09-20,24.92733383178711,25.21666717529297,24.738000869750977,24.86666679382324,73786500,-1,24.787583514428064 +1085,1085,2017-09-21,24.43199920654297,25.121999740600582,24.30066680908203,24.99333381652832,69273000,1,24.61421931115447 +1086,1086,2017-09-22,23.4060001373291,24.65999984741211,23.39200019836425,24.432666778564453,122391000,-1,24.286688953963086 +1087,1087,2017-09-25,22.99933242797852,23.83133316040039,22.858667373657227,23.543333053588867,114088500,-1,23.698720405742264 +1088,1088,2017-09-26,23.01666641235352,23.416000366210938,22.726667404174805,23.39533233642578,107344500,1,23.26852316949098 +1089,1089,2017-09-27,22.731332778930664,23.432666778564453,22.700000762939453,23.32666778564453,90904500,-1,23.103145770430338 +1090,1090,2017-09-28,22.63999938964844,22.850000381469727,22.36000061035156,22.658666610717773,79794000,-1,22.97014777985217 +1091,1091,2017-09-29,22.739999771118164,22.978666305541992,22.57333374023437,22.790666580200195,76606500,1,22.680691562887965 +1092,1092,2017-10-02,22.768667221069336,22.913333892822266,22.367332458496094,22.834667205810547,79302000,1,22.72580896986925 +1093,1093,2017-10-03,23.209333419799805,23.23666763305664,22.0853328704834,22.3933334350586,152304000,-1,22.66324170439777 +1094,1094,2017-10-04,23.66733360290528,23.90800094604492,23.30666732788086,23.416667938232425,122452500,1,22.77340395179396 +1095,1095,2017-10-05,23.68866729736328,23.82933235168457,23.42333221435547,23.733333587646484,62575500,1,23.533123997214847 +1096,1096,2017-10-06,23.79199981689453,24.00666618347168,23.483333587646484,23.540000915527344,64462500,1,23.601453494022795 +1097,1097,2017-10-09,22.862667083740234,23.450000762939453,22.844667434692383,23.309999465942383,112405500,-1,23.612980870347172 +1098,1098,2017-10-10,23.70599937438965,23.70866775512696,23.03533363342285,23.1200008392334,104677500,-1,23.111143743640486 +1099,1099,2017-10-11,23.63999938964844,23.84000015258789,23.40999984741211,23.59266662597656,67512000,-1,23.417689011924566 +1100,1100,2017-10-12,23.71199989318848,23.985332489013672,23.50933265686035,23.530000686645508,61305000,-1,23.518108008896437 +1101,1101,2017-10-13,23.704666137695312,23.89933204650879,23.57866668701172,23.798667907714844,53107500,-1,23.548372106431525 +1102,1102,2017-10-16,23.37333297729492,23.631999969482425,23.143999099731445,23.583999633789062,80632500,0,23.5156362612559 +1103,1103,2017-10-17,23.71666717529297,23.74799919128418,23.33799934387207,23.393999099731445,49399500,-1,23.289488348446763 +1104,1104,2017-10-18,23.976667404174805,24.200000762939453,23.608667373657227,23.731332778930664,74086500,-1,23.391427300254566 +1105,1105,2017-10-19,23.45400047302246,23.809999465942383,23.21333312988281,23.70400047302246,75927000,1,23.647671290032264 +1106,1106,2017-10-20,23.00666618347168,23.63666725158692,22.95599937438965,23.512666702270508,73956000,-1,23.381278081062575 +1107,1107,2017-10-23,22.468000411987305,23.32999992370605,22.416667938232425,23.32533264160156,86209500,1,23.10561169076799 +1108,1108,2017-10-24,22.48933219909668,22.85333251953125,22.4106674194336,22.58666610717773,67375500,-1,22.692922586035753 +1109,1109,2017-10-25,21.7226676940918,22.5,21.570667266845703,22.446666717529297,128911500,-1,22.55276769629722 +1110,1110,2017-10-26,21.744667053222656,22.01533317565918,21.546667098999023,21.85199928283692,75352500,-1,21.969916005618316 +1111,1111,2017-10-27,21.391332626342773,21.639333724975582,21.11066627502441,21.31666755676269,104695500,-1,21.856214642936425 +1112,1112,2017-10-30,21.338666915893555,21.5853328704834,21.14999961853028,21.27866744995117,63816000,1,21.502947516943294 +1113,1113,2017-10-31,22.10199928283692,22.1299991607666,21.345333099365234,21.34866714477539,85084500,-1,21.457011373906617 +1114,1114,2017-11-01,21.405332565307617,22.17399978637696,21.35066795349121,22.14999961853028,126859500,-1,21.82710240893834 +1115,1115,2017-11-02,19.950666427612305,20.57933235168457,19.5086669921875,20.0086669921875,296871000,-1,21.658165499031895 +1116,1116,2017-11-03,20.4060001373291,20.416667938232425,19.67533302307129,19.96666717529297,133410000,-1,20.3191163675263 +1117,1117,2017-11-06,20.185333251953125,20.5,19.93400001525879,20.46666717529297,97290000,1,20.568213170315108 +1118,1118,2017-11-07,20.40333366394043,20.433332443237305,20.00200080871582,20.06800079345703,79414500,1,20.470213960866378 +1119,1119,2017-11-08,20.292667388916016,20.459333419799805,20.08666610717773,20.36666679382324,70879500,1,20.391890639610047 +1120,1120,2017-11-09,20.19933319091797,20.297332763671875,19.753332138061523,20.166667938232425,81706500,0,20.359795797751808 +1121,1121,2017-11-10,20.19933319091797,20.55733299255371,20.12333297729492,20.166667938232425,69381000,-1,20.157152796739325 +1122,1122,2017-11-13,21.02666664123535,21.1200008392334,19.94066619873047,20.0086669921875,113773500,-1,20.29311445644327 +1123,1123,2017-11-14,20.57999992370605,21.09000015258789,20.459999084472656,21.0,85141500,-1,20.59459385608568 +1124,1124,2017-11-15,20.753332138061523,20.832666397094727,20.100000381469727,20.40066719055176,89680500,-1,20.737640059272497 +1125,1125,2017-11-16,20.83333206176757,21.209333419799805,20.753332138061523,20.932666778564453,87331500,1,20.61196213233548 +1126,1126,2017-11-17,21.003332138061523,21.777999877929688,20.87666702270508,21.711332321166992,206026500,1,20.89691432977788 +1127,1127,2017-11-20,20.582666397094727,21.03333282470703,20.31666755676269,20.91933250427246,123715500,-1,21.06099806759797 +1128,1128,2017-11-21,21.187332153320312,21.21533393859864,20.58066749572754,20.724000930786133,108919500,-1,20.915546645145223 +1129,1129,2017-11-22,20.84000015258789,21.161333084106445,20.78933334350586,21.11800003051757,73764000,1,21.117704523192504 +1130,1130,2017-11-24,21.036666870117188,21.0939998626709,20.733333587646484,20.91933250427246,48661500,1,21.09222318450057 +1131,1131,2017-11-27,21.12066650390625,21.1560001373291,20.63400077819824,20.88333320617676,68338500,1,21.090221505959448 +1132,1132,2017-11-28,21.170000076293945,21.33333206176757,20.92799949645996,21.09066772460937,74242500,-1,21.080318004705788 +1133,1133,2017-11-29,20.502666473388672,21.200000762939453,20.082000732421875,21.15333366394043,131511000,-1,21.196155073895163 +1134,1134,2017-11-30,20.59000015258789,20.71333312988281,20.30266761779785,20.570667266845703,65274000,-1,20.614689310085826 +1135,1135,2017-12-01,20.435333251953125,20.6879997253418,20.33666610717773,20.362667083740234,64393500,1,20.622620269312794 +1136,1136,2017-12-04,20.34666633605957,20.551332473754883,20.040666580200195,20.433332443237305,87526500,-1,20.598509318016063 +1137,1137,2017-12-05,20.24666786193848,20.53333282470703,20.06666755676269,20.13333320617676,69697500,1,20.409508033058195 +1138,1138,2017-12-06,20.88400077819824,20.892667770385746,20.0,20.00666618347168,107929500,1,20.35345812025541 +1139,1139,2017-12-07,20.74933242797852,21.242000579833984,20.73666763305664,20.799999237060547,71709000,1,20.54975567403432 +1140,1140,2017-12-08,21.0086669921875,21.131999969482425,20.750667572021484,20.97333335876465,52027500,1,20.916036138587593 +1141,1141,2017-12-11,21.92733383178711,21.93400001525879,20.916667938232425,20.97533226013184,119070000,0,21.05129609390243 +1142,1142,2017-12-12,22.735332489013672,22.762666702270508,22.00200080871582,22.030000686645508,130998000,1,21.558841549393897 +1143,1143,2017-12-13,22.60199928283692,22.94799995422364,22.433332443237305,22.728666305541992,93322500,1,22.415881437868798 +1144,1144,2017-12-14,22.525999069213867,23.16266632080078,22.459999084472656,22.733999252319336,86998500,1,22.736455937849367 +1145,1145,2017-12-15,22.89666748046875,22.926666259765625,22.38400077819824,22.80266761779785,103998000,-1,22.75668639103302 +1146,1146,2017-12-18,22.591333389282227,23.115333557128903,22.505332946777344,22.99333381652832,82143000,1,22.782600406964193 +1147,1147,2017-12-19,22.07333374023437,22.766000747680664,22.020000457763672,22.68400001525879,102375000,1,22.748263024712244 +1148,1148,2017-12-20,21.93199920654297,22.206666946411133,21.66933250427246,22.179332733154297,89307000,1,22.353498703655355 +1149,1149,2017-12-21,22.11066627502441,22.24933242797852,21.81399917602539,21.9726676940918,65778000,0,22.02502675143941 +1150,1150,2017-12-22,21.68000030517578,22.06133270263672,21.65466690063477,21.96733283996582,63237000,1,22.082532518746383 +1151,1151,2017-12-26,21.152666091918945,21.59600067138672,21.10533332824707,21.588666915893555,65676000,1,21.887271253663922 +1152,1152,2017-12-27,20.775999069213867,21.178667068481445,20.71666717529297,21.06666755676269,70681500,1,21.44094452863455 +1153,1153,2017-12-28,21.02400016784668,21.05466651916504,20.63599967956543,20.78333282470703,64744500,1,21.03320620331199 +1154,1154,2017-12-29,20.75666618347168,21.0939998626709,20.666667938232425,21.07866668701172,56658000,1,20.97878307923137 +1155,1155,2018-01-02,21.368667602539062,21.474000930786133,20.733333587646484,20.799999237060547,65283000,-1,20.947410822930916 +1156,1156,2018-01-03,21.14999961853028,21.683332443237305,21.036666870117188,21.39999961853028,67822500,-1,21.1958209751964 +1157,1157,2018-01-04,20.974666595458984,21.23666763305664,20.3786678314209,20.857999801635746,149194500,-1,21.33212450333629 +1158,1158,2018-01-05,21.10533332824707,21.14933204650879,20.799999237060547,21.107999801635746,68868000,-1,20.889040672362615 +1159,1159,2018-01-08,22.42733383178711,22.468000411987305,21.03333282470703,21.06666755676269,147891000,1,21.1255145658846 +1160,1160,2018-01-09,22.246000289916992,22.58666610717773,21.82666778564453,22.3439998626709,107199000,1,21.842870604937538 +1161,1161,2018-01-10,22.31999969482422,22.46666717529297,22.0,22.14666748046875,64648500,1,22.314912246382832 +1162,1162,2018-01-11,22.530000686645508,22.98733329772949,22.21733283996582,22.34933280944824,99682500,1,22.37758197526338 +1163,1163,2018-01-12,22.4146671295166,22.694000244140625,22.244667053222656,22.57533264160156,72376500,1,22.5932310307074 +1164,1164,2018-01-16,22.67066764831543,23.0,22.31999969482422,22.502666473388672,97114500,1,22.505710283063685 +1165,1165,2018-01-17,23.143999099731445,23.26666641235352,22.64999961853028,22.69799995422364,106552500,1,22.65251558222013 +1166,1166,2018-01-18,22.971332550048828,23.48666763305664,22.916000366210938,23.044666290283203,85287000,1,22.98176693619699 +1167,1167,2018-01-19,23.334667205810547,23.37266731262207,22.84000015258789,23.0,73324500,1,23.09476028157831 +1168,1168,2018-01-22,23.437332153320312,23.85533332824707,23.280000686645508,23.293333053588867,93156000,0,23.130984253139395 +1169,1169,2018-01-23,23.519332885742188,24.03333282470703,23.39999961853028,24.0,81981000,1,23.390193368868594 +1170,1170,2018-01-24,23.05933380126953,23.64999961853028,22.90133285522461,23.6386661529541,79312500,1,23.47939626461188 +1171,1171,2018-01-25,22.50933265686035,23.280000686645508,22.426666259765625,23.218000411987305,101104500,-1,23.14214839425059 +1172,1172,2018-01-26,22.856666564941406,22.933332443237305,22.38066673278809,22.76666641235352,68091000,-1,22.740524366480493 +1173,1173,2018-01-29,23.302000045776367,23.38999938964844,22.552000045776367,22.656667709350582,71206500,1,22.696874954217744 +1174,1174,2018-01-30,23.05466651916504,23.218000411987305,22.81133270263672,23.00933265686035,70765500,-1,22.955575152161618 +1175,1175,2018-01-31,23.62066650390625,23.746000289916992,23.012666702270508,23.16733360290528,93211500,-1,22.952686752364777 +1176,1176,2018-02-01,23.28333282470703,23.977333068847656,23.242000579833984,23.39999961853028,62965500,1,23.301274068532393 +1177,1177,2018-02-02,22.916667938232425,23.46333312988281,22.700666427612305,23.22933387756348,55572000,1,23.33937783088258 +1178,1178,2018-02-05,22.20866775512696,22.96466636657715,22.200000762939453,22.531333923339844,66961500,1,22.97817100470815 +1179,1179,2018-02-06,22.264667510986328,22.4146671295166,21.56666755676269,21.680667877197266,76326000,1,22.494640350015807 +1180,1180,2018-02-07,23.0,23.06666755676269,22.37733268737793,22.59933280944824,104538000,1,22.132814858518387 +1181,1181,2018-02-08,21.01533317565918,23.2413330078125,20.97333335876465,22.88733291625977,154719000,1,22.68621973089187 +1182,1182,2018-02-09,20.69466781616211,21.398666381835938,19.65066719055176,21.32866668701172,194005500,-1,21.72965679326372 +1183,1183,2018-02-12,21.048667907714844,21.2053337097168,20.416667938232425,21.07533264160156,93417000,-1,20.632683535787226 +1184,1184,2018-02-13,21.577333450317383,21.612667083740234,20.833999633789062,21.001333236694336,68403000,0,21.084387890162635 +1185,1185,2018-02-14,21.48733329772949,21.744667053222656,21.23466682434082,21.389333724975582,59260500,-1,21.42778647871942 +1186,1186,2018-02-15,22.271333694458008,22.274667739868164,21.49333381652832,21.63333320617676,88693500,0,21.57044565187293 +1187,1187,2018-02-16,22.36599922180176,22.87466621398925,22.10933303833008,22.166667938232425,84639000,-1,21.983592685490244 +1188,1188,2018-02-20,22.31800079345703,22.7226676940918,22.100000381469727,22.29800033569336,60141000,1,22.38343598662029 +1189,1189,2018-02-21,22.21999931335449,22.645999908447266,22.211332321166992,22.402000427246094,48294000,-1,22.389402173557748 +1190,1190,2018-02-22,23.077999114990234,23.16266632080078,22.31666755676269,22.368667602539062,104547000,1,22.35820667877815 +1191,1191,2018-02-23,23.46999931335449,23.666000366210938,23.13999938964844,23.18866729736328,87261000,1,22.76809430764825 +1192,1192,2018-02-26,23.827999114990234,23.933332443237305,23.49066734313965,23.56666755676269,65100000,0,23.26791955803377 +1193,1193,2018-02-27,23.39933204650879,23.99933242797852,23.333999633789062,23.75,71961000,0,23.53966028861792 +1194,1194,2018-02-28,22.87066650390625,23.682666778564453,22.814666748046875,23.50466728210449,91045500,1,23.42187544343912 +1195,1195,2018-03-01,22.062000274658203,23.244667053222656,22.00466728210449,23.000667572021484,103284000,1,23.06789787210255 +1196,1196,2018-03-02,22.341333389282227,22.347999572753903,21.531333923339844,21.798667907714844,76392000,1,22.463204964600763 +1197,1197,2018-03-05,22.22333335876465,22.51666641235352,21.952667236328125,22.159332275390625,57357000,-1,22.141035240455327 +1198,1198,2018-03-06,21.8799991607666,22.42466735839844,21.802000045776367,22.25,64285500,1,22.223392997742618 +1199,1199,2018-03-07,22.15333366394043,22.166667938232425,21.44933319091797,21.69599914550781,75109500,1,22.07001692897436 +1200,1200,2018-03-08,21.940000534057617,22.21999931335449,21.751333236694336,22.19066619873047,53493000,-1,21.950416393338198 +1201,1201,2018-03-09,21.81133270263672,21.89933204650879,21.4913330078125,21.606666564941406,82602000,-1,21.98638784844092 +1202,1202,2018-03-12,23.03400039672852,23.1473331451416,21.76666641235352,21.90733337402344,123960000,1,21.806654888722207 +1203,1203,2018-03-13,22.78933334350586,23.1473331451416,21.76666641235352,21.90733337402344,89487000,1,22.506274074617842 +1204,1204,2018-03-14,21.775333404541016,22.65399932861328,21.595333099365234,22.450666427612305,119511000,-1,22.615199476976613 +1205,1205,2018-03-15,21.706666946411133,22.190000534057617,21.406667709350582,21.95866775512696,98472000,1,22.11551213942605 +1206,1206,2018-03-16,21.42333221435547,21.82666778564453,21.271333694458008,21.52866744995117,91759500,-1,21.872463105815086 +1207,1207,2018-03-19,20.90399932861328,21.38333320617676,20.64466667175293,21.100000381469727,112264500,-1,21.608735887915447 +1208,1208,2018-03-20,20.703332901000977,21.08333206176757,20.583999633789062,20.9913330078125,71464500,-1,21.07818132698116 +1209,1209,2018-03-21,21.10199928283692,21.496000289916992,20.679332733154297,20.683332443237305,89376000,-1,20.896982314978207 +1210,1210,2018-03-22,20.606666564941406,21.25466728210449,20.545333862304688,20.926000595092773,74097000,1,21.067768907942177 +1211,1211,2018-03-23,20.1026668548584,20.75,20.030000686645508,20.75,99823500,-1,20.886544644293387 +1212,1212,2018-03-26,20.27866744995117,20.506000518798828,19.42399978637696,20.48933219909668,125628000,-1,20.366229625745817 +1213,1213,2018-03-27,18.61199951171875,20.284666061401367,18.478666305541992,20.26666641235352,208080000,-1,19.99392955731197 +1214,1214,2018-03-28,17.185333251953125,17.91200065612793,16.80666732788086,17.6386661529541,315021000,-1,19.017983067852832 +1215,1215,2018-03-29,17.742000579833984,18.06399917602539,16.547332763671875,17.099332809448242,227560500,-1,17.945857915488066 +1216,1216,2018-04-02,16.832000732421875,17.35533332824707,16.305999755859375,17.083999633789062,241710000,-1,17.981390137635803 +1217,1217,2018-04-03,17.8353328704834,18.22333335876465,16.965999603271484,17.988000869750977,282666000,-1,17.465648702038227 +1218,1218,2018-04-04,19.12933349609375,19.224666595458984,16.799999237060547,16.851999282836914,298450500,-1,18.169651112322946 +1219,1219,2018-04-05,20.381332397460938,20.41733360290528,19.21333312988281,19.28933334350586,286816500,-1,18.922764210293277 +1220,1220,2018-04-06,19.953332901000977,20.618667602539062,19.700000762939453,20.06666755676269,202804500,-1,20.219884683517314 +1221,1221,2018-04-09,19.310667037963867,20.63333320617676,19.28066635131836,20.024667739868164,153747000,-1,20.372410937281455 +1222,1222,2018-04-10,20.31333351135254,20.47333335876465,19.57866668701172,19.93133354187012,164847000,-1,19.972606242033024 +1223,1223,2018-04-11,20.062000274658203,20.59866714477539,19.977333068847656,20.04933357238769,112243500,-1,20.09558539932126 +1224,1224,2018-04-12,19.60533332824707,20.26333236694336,19.57866668701172,20.15466690063477,114132000,-1,20.24166714170277 +1225,1225,2018-04-13,20.022666931152344,20.26333236694336,19.73200035095215,20.239999771118164,109908000,-1,19.793869751107707 +1226,1226,2018-04-16,19.41399955749512,19.977333068847656,19.267332077026367,19.933332443237305,95077500,-1,19.847349337729472 +1227,1227,2018-04-17,19.179332733154297,19.47800064086914,18.833999633789062,19.257999420166016,105000000,-1,19.520944621212106 +1228,1228,2018-04-18,19.55666732788086,20.016000747680664,19.21066665649414,19.405332565307617,98365500,-1,19.088343136912037 +1229,1229,2018-04-19,20.005332946777344,20.067333221435547,19.23666763305664,19.405332565307617,91359000,1,19.35980804182628 +1230,1230,2018-04-20,19.34933280944824,19.998666763305664,19.31666755676269,19.67799949645996,84418500,-1,19.612912572174494 +1231,1231,2018-04-23,18.891332626342773,19.44133377075196,18.82200050354004,19.41933250427246,73401000,1,19.552654375471338 +1232,1232,2018-04-24,18.8973331451416,19.139333724975582,18.56399917602539,19.0,85279500,1,19.175360794073317 +1233,1233,2018-04-25,18.71266746520996,19.01066780090332,18.483333587646484,18.89999961853028,60204000,1,18.91066600109042 +1234,1234,2018-04-26,19.03199958801269,19.05266761779785,18.433332443237305,18.58333206176757,65340000,-1,18.786275179678206 +1235,1235,2018-04-27,19.60533332824707,19.631332397460938,18.92200088500977,19.024667739868164,65469000,-1,18.85612414571351 +1236,1236,2018-04-30,19.59333229064941,19.915332794189453,19.5,19.573999404907227,63423000,-1,19.312326206699264 +1237,1237,2018-05-01,19.994667053222656,20.05466651916504,19.54800033569336,19.567333221435547,69384000,-1,19.673185822743438 +1238,1238,2018-05-02,20.07666778564453,20.456666946411133,19.85199928283692,19.90466690063477,134556000,-1,19.89588834272161 +1239,1239,2018-05-03,18.96333312988281,19.202667236328125,18.34866714477539,18.586000442504883,260281500,-1,20.056885795251045 +1240,1240,2018-05-04,19.606000900268555,19.790666580200195,18.634666442871094,18.86666679382324,128541000,-1,19.128729502363274 +1241,1241,2018-05-07,20.18466758728028,20.3973331451416,19.67799949645996,19.83333206176757,130173000,-1,19.45844436972381 +1242,1242,2018-05-08,20.131332397460938,20.51666641235352,19.933332443237305,20.053333282470703,88950000,1,20.032553406444674 +1243,1243,2018-05-09,20.456666946411133,20.46733283996582,20.003332138061523,20.027332305908203,85911000,-1,20.24350808380597 +1244,1244,2018-05-10,20.334667205810547,20.86599922180176,20.27400016784668,20.5,84774000,-1,20.32715755989951 +1245,1245,2018-05-11,20.070667266845703,20.59199905395508,19.93866729736328,20.51333236694336,70194000,-1,20.47703676132798 +1246,1246,2018-05-14,19.46466636657715,20.32933235168457,19.44133377075196,20.221332550048828,109302000,-1,20.278888067665825 +1247,1247,2018-05-15,18.94533348083496,19.13066673278809,18.700000762939453,19.000667572021484,142788000,-1,19.73237179571569 +1248,1248,2018-05-16,19.09866714477539,19.253999710083008,18.770666122436523,18.92200088500977,85110000,-1,18.87518573906008 +1249,1249,2018-05-17,18.96933364868164,19.279333114624023,18.93133354187012,19.059999465942383,66309000,1,18.99864079275062 +1250,1250,2018-05-18,18.454666137695312,18.976667404174805,18.26666641235352,18.976667404174805,108778500,1,19.090911035050183 +1251,1251,2018-05-21,18.965999603271484,19.432666778564453,18.753332138061523,18.755332946777344,137739000,-1,18.5778412964234 +1252,1252,2018-05-22,18.333999633789062,19.200000762939453,18.22800064086914,19.18400001525879,134187000,1,18.732116226661724 +1253,1253,2018-05-23,18.60466766357422,18.6606674194336,18.26666641235352,18.517332077026367,89776500,1,18.419150727423705 +1254,1254,2018-05-24,18.523332595825195,18.74066734313965,18.326000213623047,18.559999465942383,62650500,-1,18.466871481969022 +1255,1255,2018-05-25,18.59000015258789,18.642667770385746,18.374000549316406,18.5086669921875,58126500,-1,18.5277515004509 +1256,1256,2018-05-29,18.91733360290528,19.100000381469727,18.40999984741211,18.567333221435547,84999000,-1,18.550694563127692 +1257,1257,2018-05-30,19.44799995422364,19.66733360290528,18.773332595825195,18.88599967956543,112345500,-1,18.737457678169008 +1258,1258,2018-05-31,18.98200035095215,19.357999801635746,18.86199951171875,19.1473331451416,88795500,-1,19.044855675108646 +1259,1259,2018-06-01,19.454666137695312,19.46333312988281,18.922666549682617,19.05733299255371,81366000,-1,19.04682506067961 +1260,1260,2018-06-04,19.78266716003418,19.933332443237305,19.56999969482422,19.62266731262207,71967000,-1,19.227014978066247 +1261,1261,2018-06-05,19.408666610717773,19.85333251953125,19.11599922180176,19.84666633605957,89928000,-1,19.68279965848284 +1262,1262,2018-06-06,21.299999237060547,21.47800064086914,19.832000732421875,20.03333282470703,281509500,1,19.50193668761294 +1263,1263,2018-06-07,21.07266616821289,22.0,20.905332565307617,21.07666778564453,215179500,-1,20.557855139436388 +1264,1264,2018-06-08,21.17733383178711,21.631999969482425,21.1433334350586,21.26666641235352,123078000,1,21.373143373954875 +1265,1265,2018-06-11,22.13999938964844,22.310667037963867,21.5,21.500667572021484,197752500,1,21.71394978394482 +1266,1266,2018-06-12,22.851333618164062,23.6646671295166,22.53333282470703,22.979999542236328,335211000,-1,22.026218434879464 +1267,1267,2018-06-13,22.985332489013672,23.14666748046875,22.65333366394043,23.11400032043457,142047000,-1,22.55337810627446 +1268,1268,2018-06-14,23.847999572753903,23.916667938232425,23.106666564941406,23.17533302307129,164715000,1,23.394896002297074 +1269,1269,2018-06-15,23.87800025939941,24.31133270263672,23.416667938232425,23.589332580566406,162724500,1,23.743109885471455 +1270,1270,2018-06-18,24.722000122070312,24.915332794189453,23.63333320617676,23.69333267211914,181098000,1,23.9643997701085 +1271,1271,2018-06-19,23.503332138061523,24.666667938232425,23.08333206176757,24.3439998626709,191428500,-1,24.313806307940084 +1272,1272,2018-06-20,24.14800071716309,24.29199981689453,23.46666717529297,23.86933326721192,125755500,-1,23.879349798888175 +1273,1273,2018-06-21,23.16733360290528,24.41399955749512,23.084667205810547,24.13333320617676,119506500,-1,24.21722361870107 +1274,1274,2018-06-22,22.242000579833984,23.483333587646484,22.13333320617676,23.43600082397461,153991500,-1,23.75434783908586 +1275,1275,2018-06-25,22.200666427612305,22.564666748046875,21.83333206176757,22.007999420166016,103969500,-1,22.794819289897635 +1276,1276,2018-06-26,22.799999237060547,22.90333366394043,21.71999931335449,22.40333366394043,111787500,-1,22.51186391491062 +1277,1277,2018-06-27,22.96666717529297,23.38599967956543,22.63333320617676,23.0,125005500,-1,22.604587958422382 +1278,1278,2018-06-28,23.32866668701172,23.801332473754883,23.073999404907227,23.24399948120117,125970000,-1,22.991883134005967 +1279,1279,2018-06-29,22.86333274841309,23.59066772460937,22.827333450317383,23.55533218383789,97386000,-1,23.380284525920622 +1280,1280,2018-07-02,22.33799934387207,24.318666458129883,21.989999771118164,24.00466728210449,281397000,1,23.186852062727013 +1281,1281,2018-07-03,20.724000930786133,22.166000366210938,20.645999908447266,22.11666679382324,184239000,-1,22.458453770314904 +1282,1282,2018-07-05,20.61066627502441,20.959333419799805,19.74799919128418,20.91733360290528,262146000,-1,21.717317965012555 +1283,1283,2018-07-06,20.59333229064941,20.80466651916504,20.13333320617676,20.32999992370605,132982500,-1,20.890958826229046 +1284,1284,2018-07-09,21.233999252319336,21.23466682434082,20.53333282470703,20.79933357238769,113952000,-1,21.05649599051046 +1285,1285,2018-07-10,21.49799919128418,21.845333099365234,21.280000686645508,21.63733291625977,142072500,1,21.264137360572857 +1286,1286,2018-07-11,21.263999938964844,21.46266746520996,21.00466728210449,21.053333282470703,73261500,1,21.591751242438935 +1287,1287,2018-07-12,21.11400032043457,21.548667907714844,20.851333618164062,21.428667068481445,85818000,1,21.472381370875315 +1288,1288,2018-07-13,21.257999420166016,21.30533218383789,20.61666679382324,21.038667678833008,88047000,1,21.28091610801409 +1289,1289,2018-07-16,20.67333221435547,21.01066780090332,20.416667938232425,20.78066635131836,117280500,-1,21.113881326891136 +1290,1290,2018-07-17,21.512666702270508,21.64933204650879,20.56666755676269,20.58733367919922,104943000,1,20.739668931893746 +1291,1291,2018-07-18,21.59000015258789,21.700000762939453,21.08333206176757,21.666667938232425,84363000,-1,21.17267589935292 +1292,1292,2018-07-19,21.34866714477539,21.56933212280273,20.93400001525879,21.088666915893555,88729500,-1,21.463888562528485 +1293,1293,2018-07-20,20.905332565307617,21.54933357238769,20.78066635131836,21.415332794189453,77433000,-1,21.356995432050983 +1294,1294,2018-07-23,20.21333312988281,20.36666679382324,19.52400016784668,20.12266731262207,164893500,-1,21.163865988607412 +1295,1295,2018-07-24,19.82866668701172,20.514667510986328,19.503332138061523,20.294666290283203,143862000,-1,20.07872895450822 +1296,1296,2018-07-25,20.582666397094727,20.641332626342773,19.63333320617676,19.78266716003418,106131000,-1,19.910805266890968 +1297,1297,2018-07-26,20.44333267211914,20.71333312988281,20.24266624450684,20.32333374023437,69457500,0,20.24275684734233 +1298,1298,2018-07-27,19.812000274658203,20.512666702270508,19.689332962036133,20.483333587646484,85549500,-1,20.51633317833537 +1299,1299,2018-07-30,19.344667434692383,19.739999771118164,19.07533264160156,19.726667404174805,102211500,-1,20.129472136816744 +1300,1300,2018-07-31,19.8759994506836,19.88800048828125,19.271333694458008,19.483333587646484,76153500,1,19.45118962043583 +1301,1301,2018-08-01,20.05599975585937,20.200000762939453,19.53333282470703,19.86599922180176,151941000,1,19.613832314813234 +1302,1302,2018-08-02,23.30266761779785,23.332666397094727,21.54400062561035,21.895999908447266,348225000,1,19.750991728064406 +1303,1303,2018-08-03,23.211332321166992,23.666667938232425,22.8353328704834,23.187332153320312,204847500,-1,21.812229675149194 +1304,1304,2018-08-06,22.79933357238769,23.665332794189453,22.788000106811523,23.03066635131836,128464500,1,23.15489416248658 +1305,1305,2018-08-07,25.30466651916504,25.83066749572754,22.61000061035156,22.922666549682617,463137000,-1,23.448298862764183 +1306,1306,2018-08-08,24.689332962036133,25.50933265686035,24.474666595458984,24.606000900268555,368568000,-1,23.247565274663803 +1307,1307,2018-08-09,23.49666786193848,24.46733283996582,23.048667907714844,24.3700008392334,257757000,-1,23.861365770966824 +1308,1308,2018-08-10,23.69933319091797,24.0,23.06666755676269,23.600000381469727,173280000,-1,23.744564283149924 +1309,1309,2018-08-13,23.76066780090332,24.21266746520996,23.26799964904785,24.07533264160156,156958500,-1,24.0508706320157 +1310,1310,2018-08-14,23.176000595092773,23.946666717529297,23.13999938964844,23.89666748046875,104796000,-1,24.081819437639822 +1311,1311,2018-08-15,22.57933235168457,22.965999603271484,22.142667770385746,22.79400062561035,136519500,-1,23.78704434996701 +1312,1312,2018-08-16,22.36333274841309,22.818666458129883,22.25466728210449,22.6606674194336,90960000,-1,22.886053971913615 +1313,1313,2018-08-17,20.36666679382324,21.784666061401367,20.235332489013672,21.56666755676269,284379000,-1,22.702798407600707 +1314,1314,2018-08-20,20.562667846679688,20.56666755676269,19.21333312988281,19.446666717529297,261034500,-1,20.900889521562835 +1315,1315,2018-08-21,21.459999084472656,21.652666091918945,20.600000381469727,20.707332611083984,197583000,-1,20.670800409568905 +1316,1316,2018-08-22,21.44266700744629,21.59199905395508,20.97800064086914,21.391332626342773,89190000,-1,21.52612804221266 +1317,1317,2018-08-23,21.34000015258789,21.821332931518555,21.206666946411133,21.275999069213867,77209500,1,21.782169533215093 +1318,1318,2018-08-24,21.521333694458008,21.59000015258789,21.293333053588867,21.3799991607666,54039000,-1,21.66352904572929 +1319,1319,2018-08-27,21.284666061401367,21.496000289916992,20.58733367919922,21.200000762939453,196189500,-1,21.577705014442362 +1320,1320,2018-08-28,20.790666580200195,21.2586669921875,20.746000289916992,21.227333068847656,114736500,-1,21.110530627732057 +1321,1321,2018-08-29,20.333999633789062,20.790000915527344,20.246000289916992,20.68466758728028,111711000,-1,21.134766380432247 +1322,1322,2018-08-30,20.209999084472656,20.30666732788086,19.847999572753903,20.15066719055176,108250500,-1,20.60605956012119 +1323,1323,2018-08-31,20.11066627502441,20.35400009155273,19.906667709350582,20.13333320617676,80626500,-1,20.185922676692893 +1324,1324,2018-09-04,19.26333236694336,19.87933349609375,19.200000762939453,19.79599952697754,125257500,-1,20.151735833098815 +1325,1325,2018-09-05,18.715999603271484,19.118667602539062,18.478666305541992,19.003332138061523,115812000,-1,19.43543817793243 +1326,1326,2018-09-06,18.729999542236328,19.411333084106445,18.59199905395508,18.98666763305664,112212000,-1,18.74848754850955 +1327,1327,2018-09-07,17.549333572387695,17.889999389648438,16.816667556762695,17.34000015258789,337378500,-1,18.69374343716166 +1328,1328,2018-09-10,19.03333282470703,19.068666458129883,18.06666755676269,18.21733283996582,214252500,-1,17.87066834776048 +1329,1329,2018-09-11,18.62933349609375,18.799999237060547,18.23666763305664,18.631332397460938,137550000,-1,18.885824208890156 +1330,1330,2018-09-12,19.36933326721192,19.5,18.57666778564453,18.762666702270508,150231000,-1,18.769979612767887 +1331,1331,2018-09-13,19.297332763671875,19.666667938232425,19.011999130249023,19.20133209228516,95104500,-1,19.026499913824065 +1332,1332,2018-09-14,19.68000030517578,19.82200050354004,19.101333618164062,19.250667572021484,101484000,1,19.280350338941602 +1333,1333,2018-09-17,19.6560001373291,20.058000564575195,19.20866775512696,19.336000442504883,103314000,-1,19.39567509108564 +1334,1334,2018-09-18,18.997333526611328,20.176000595092773,18.36666679382324,19.779333114624023,248212500,-1,19.46844790634367 +1335,1335,2018-09-19,19.93466758728028,20.0,18.700000762939453,18.700666427612305,124423500,-1,19.03548488646042 +1336,1336,2018-09-20,19.8886661529541,20.398666381835938,19.55533218383789,20.23733329772949,110241000,1,19.523752652789987 +1337,1337,2018-09-21,19.940000534057617,20.038667678833008,19.69133377075196,19.84666633605957,75757500,1,19.903496857855586 +1338,1338,2018-09-24,19.978666305541992,20.200000762939453,19.57200050354004,19.898666381835938,72645000,-1,19.9513084212042 +1339,1339,2018-09-25,20.06599998474121,20.30666732788086,19.76666641235352,20.0,67225500,1,19.954811601455447 +1340,1340,2018-09-26,20.6386661529541,20.926000595092773,20.073999404907227,20.12733268737793,117648000,1,20.062077436513324 +1341,1341,2018-09-27,20.501333236694336,20.997333526611328,20.46066665649414,20.86000061035156,127636500,-1,20.422227578431205 +1342,1342,2018-09-28,17.65133285522461,18.53333282470703,17.37066650390625,18.017332077026367,504745500,-1,20.590595355089178 +1343,1343,2018-10-01,20.71333312988281,20.762666702270508,20.06999969482422,20.384666442871094,326664000,1,18.710474594962662 +1344,1344,2018-10-02,20.06800079345703,21.12266731262207,19.94333267211914,20.93000030517578,176152500,-1,20.888083052255123 +1345,1345,2018-10-03,19.65333366394043,20.30666732788086,19.4379997253418,20.222000122070312,119925000,-1,20.886064863022494 +1346,1346,2018-10-04,18.788667678833008,19.600000381469727,18.51133346557617,19.59666633605957,147213000,-1,20.232147271222395 +1347,1347,2018-10-05,17.463333129882812,18.32533264160156,17.333332061767578,18.309999465942383,269167500,-1,19.09173414158274 +1348,1348,2018-10-08,16.70400047302246,17.85066795349121,16.600000381469727,17.634666442871094,202090500,-1,18.039949189939303 +1349,1349,2018-10-09,17.520000457763672,17.784666061401367,16.886667251586914,17.016666412353516,180909000,-1,17.38324481193643 +1350,1350,2018-10-10,17.125333786010742,17.700666427612305,16.51799964904785,17.640666961669922,192229500,-1,17.469254102894254 +1351,1351,2018-10-11,16.815332412719727,17.483333587646484,16.601999282836914,17.16866683959961,122515500,-1,17.213516117250435 +1352,1352,2018-10-12,17.25200080871582,17.465999603271484,16.80066680908203,17.399999618530273,108021000,1,17.01392176686414 +1353,1353,2018-10-15,17.305999755859375,17.552000045776367,16.96933364868164,17.270666122436523,93000000,1,17.052323935682914 +1354,1354,2018-10-16,18.439332962036133,18.492000579833984,17.482667922973633,17.713333129882812,142896000,-1,17.125724400022552 +1355,1355,2018-10-17,18.118667602539062,18.84666633605957,17.719999313354492,18.82666778564453,129832500,1,17.636380906841936 +1356,1356,2018-10-18,17.5939998626709,18.06666755676269,17.53333282470703,17.952667236328125,81318000,1,17.86750023742514 +1357,1357,2018-10-19,17.333332061767578,17.977333068847656,16.899999618530273,17.826000213623047,140632500,-1,17.70576648089571 +1358,1358,2018-10-22,17.39666748046875,17.457332611083984,16.839332580566406,17.3786678314209,84004500,-1,17.192724057751203 +1359,1359,2018-10-23,19.60933303833008,19.86199951171875,17.47333335876465,17.591333389282227,285417000,1,17.139847111369495 +1360,1360,2018-10-24,19.233333587646484,20.29599952697754,19.048667907714844,20.06999969482422,300874500,1,18.716128535587178 +1361,1361,2018-10-25,20.99066734313965,21.39999961853028,20.067333221435547,21.14800071716309,312610500,1,19.62235523089164 +1362,1362,2018-10-26,22.059999465942383,22.65999984741211,20.44333267211914,20.549999237060547,411382500,-1,20.87249938751396 +1363,1363,2018-10-29,22.32333374023437,23.143999099731445,21.76666641235352,22.49799919128418,217290000,1,21.697083141351737 +1364,1364,2018-10-30,21.99333381652832,22.52666664123535,21.483999252319336,21.892667770385746,136900500,-1,22.569605687984453 +1365,1365,2018-10-31,22.488000869750977,22.799999237060547,21.940000534057617,22.16933250427246,114364500,-1,22.550570317500867 +1366,1366,2018-11-01,22.95199966430664,23.189332962036133,22.315332412719727,22.55066680908203,120001500,1,22.707901668102554 +1367,1367,2018-11-02,23.0939998626709,23.280000686645508,22.727333068847656,22.916000366210938,117120000,1,22.934378823524714 +1368,1368,2018-11-05,22.76000022888184,22.930667877197266,22.00933265686035,22.700000762939453,117465000,-1,23.109857852137118 +1369,1369,2018-11-06,22.73733329772949,23.253332138061523,22.4060001373291,22.60466766357422,101443500,-1,22.74863014479402 +1370,1370,2018-11-07,23.21066665649414,23.41200065612793,22.71999931335449,22.889333724975582,110617500,1,22.855390218522306 +1371,1371,2018-11-08,23.426666259765625,23.838666915893555,23.22933387756348,23.233333587646484,106360500,1,23.106903409574244 +1372,1372,2018-11-09,23.367332458496094,23.600000381469727,23.01533317565918,23.26666641235352,76482000,1,23.43642767556957 +1373,1373,2018-11-12,22.0853328704834,23.318666458129883,22.022666931152344,23.224666595458984,104122500,1,23.328913451726205 +1374,1374,2018-11-13,22.582000732421875,22.979999542236328,22.14666748046875,22.21066665649414,81729000,-1,22.556654992930326 +1375,1375,2018-11-14,22.933332443237305,23.14066696166992,22.476667404174805,22.84666633605957,75604500,-1,22.55096754531422 +1376,1376,2018-11-15,23.22933387756348,23.238666534423828,22.6026668548584,22.82200050354004,69385500,1,22.756555276718103 +1377,1377,2018-11-16,23.62066650390625,23.71333312988281,23.007999420166016,23.012666702270508,108093000,-1,22.917481101982908 +1378,1378,2018-11-19,23.564666748046875,24.450000762939453,23.525333404541016,23.756000518798828,145633500,1,23.313204014364437 +1379,1379,2018-11-20,23.166000366210938,23.31999969482422,22.23666763305664,22.78333282470703,120070500,1,23.661464030353322 +1380,1380,2018-11-21,22.54599952697754,23.540000915527344,22.49333381652832,23.46666717529297,70302000,1,23.14682674725038 +1381,1381,2018-11-23,21.722000122070312,22.5,21.703332901000977,22.290000915527344,63039000,0,22.925966140592557 +1382,1382,2018-11-26,23.06666755676269,23.08133316040039,21.666667938232425,21.666667938232425,119881500,-1,22.153592592564692 +1383,1383,2018-11-27,22.92799949645996,23.13066673278809,22.36666679382324,22.670000076293945,95374500,-1,22.527540330889373 +1384,1384,2018-11-28,23.19133377075196,23.21866607666016,22.81399917602539,23.06599998474121,61914000,-1,22.809729901155535 +1385,1385,2018-11-29,22.744667053222656,23.166667938232425,22.63666725158692,23.13333320617676,46210500,1,23.00948061750259 +1386,1386,2018-11-30,23.365333557128903,23.440000534057617,22.55066680908203,22.788667678833008,84436500,-1,22.827411880544 +1387,1387,2018-12-03,23.89933204650879,24.39999961853028,23.46666717529297,24.0,124597500,1,23.01279538162721 +1388,1388,2018-12-04,23.979999542236328,24.57866668701172,23.46666717529297,23.73666763305664,126928500,1,23.6319895323592 +1389,1389,2018-12-06,24.20400047302246,24.492000579833984,23.38400077819824,23.733999252319336,117637500,1,23.865440998117982 +1390,1390,2018-12-07,23.86466789245605,25.29933357238769,23.84333229064941,24.600000381469727,172668000,1,23.96804377684614 +1391,1391,2018-12-10,24.34333229064941,24.398666381835938,23.541332244873047,24.0,99202500,1,24.07667587162635 +1392,1392,2018-12-11,24.450666427612305,24.81133270263672,24.01533317565918,24.6606674194336,94632000,-1,24.166756262062453 +1393,1393,2018-12-12,24.440000534057617,24.79400062561035,24.3439998626709,24.62800025939941,75405000,1,24.279291192950126 +1394,1394,2018-12-13,25.11933326721192,25.16266632080078,24.450000762939453,24.676666259765625,110488500,1,24.27285105204466 +1395,1395,2018-12-14,24.38066673278809,25.19133377075196,24.288667678833008,25.0,95064000,-1,24.55230033312899 +1396,1396,2018-12-17,23.22800064086914,24.3799991607666,22.92533302307129,24.13333320617676,115110000,-1,24.378107681628528 +1397,1397,2018-12-18,22.46866607666016,23.43666648864746,22.246000289916992,23.36933326721192,106500000,-1,23.535906534342605 +1398,1398,2018-12-19,22.19799995422364,23.13400077819824,21.98266792297364,22.50666618347168,124113000,-1,22.817145629685726 +1399,1399,2018-12-20,21.025333404541016,22.019332885742188,20.791332244873047,21.803333282470703,136078500,1,22.494244093419603 +1400,1400,2018-12-21,21.31800079345703,21.564666748046875,20.82933235168457,21.15999984741211,120252000,1,21.434341223248293 +1401,1401,2018-12-24,19.69266700744629,20.96666717529297,19.68000030517578,20.89999961853028,83398500,-1,21.330484117574063 +1402,1402,2018-12-26,21.73933219909668,21.79800033569336,19.606000900268555,20.0,122446500,1,20.38808249717447 +1403,1403,2018-12-27,21.07533264160156,21.47800064086914,20.100000381469727,21.32266616821289,128626500,-1,20.856666605574453 +1404,1404,2018-12-28,22.257999420166016,22.416000366210938,21.227333068847656,21.540000915527344,149085000,1,20.86257888996022 +1405,1405,2018-12-31,22.18666648864746,22.61400032043457,21.68400001525879,22.519332885742188,94534500,-1,21.798418967310905 +1406,1406,2019-01-02,20.67466735839844,21.0086669921875,19.920000076293945,20.406667709350582,174879000,-1,22.26238930865141 +1407,1407,2019-01-03,20.02400016784668,20.62666702270508,19.82533264160156,20.46666717529297,104478000,-1,20.75026393975647 +1408,1408,2019-01-04,21.179332733154297,21.200000762939453,20.18199920654297,20.39999961853028,110911500,-1,20.374328119930738 +1409,1409,2019-01-07,22.33066749572754,22.44933319091797,21.183332443237305,21.44799995422364,113268000,1,20.79652058445184 +1410,1410,2019-01-08,22.356666564941406,22.93400001525879,21.801332473754883,22.797332763671875,105127500,1,21.845183558574448 +1411,1411,2019-01-09,22.568666458129883,22.89999961853028,22.097999572753903,22.36666679382324,81493500,-1,22.333786394819924 +1412,1412,2019-01-10,22.99799919128418,23.025999069213867,22.11933326721192,22.293333053588867,90846000,-1,22.523423341400868 +1413,1413,2019-01-11,23.15066719055176,23.227333068847656,22.584667205810547,22.80599975585937,75586500,1,22.712936943404074 +1414,1414,2019-01-14,22.293333053588867,22.83333206176757,22.26666641235352,22.82533264160156,78709500,1,22.932701045902306 +1415,1415,2019-01-15,22.96199989318848,23.253332138061523,22.299999237060547,22.33333206176757,90849000,1,22.535504311499356 +1416,1416,2019-01-16,23.06999969482422,23.46666717529297,22.89999961853028,22.985332489013672,70375500,1,22.763170236710128 +1417,1417,2019-01-17,23.15399932861328,23.433332443237305,22.94333267211914,23.08066749572754,55150500,-1,23.010800501606123 +1418,1418,2019-01-18,20.15066719055176,21.808666229248047,19.98200035095215,21.53333282470703,362262000,-1,23.054858796287995 +1419,1419,2019-01-22,19.92799949645996,20.53333282470703,19.700000762939453,20.321332931518555,181000500,-1,20.743257093645404 +1420,1420,2019-01-23,19.172666549682617,19.63333320617676,18.779333114624023,19.5,187950000,-1,20.564363751150758 +1421,1421,2019-01-24,19.43400001525879,19.57866668701172,18.618667602539062,18.868667602539062,120183000,-1,19.64443221067709 +1422,1422,2019-01-25,19.80266761779785,19.90133285522461,19.303333282470703,19.6259994506836,108744000,-1,19.39582417291779 +1423,1423,2019-01-28,19.7586669921875,19.83066749572754,19.183332443237305,19.527332305908203,96349500,-1,19.605389038540928 +1424,1424,2019-01-29,19.83066749572754,19.90399932861328,19.453332901000977,19.68466758728028,69325500,1,19.55445913973579 +1425,1425,2019-01-30,20.584667205810547,20.600000381469727,19.89933204650879,20.030000686645508,168754500,1,19.706742103604466 +1426,1426,2019-01-31,20.468000411987305,20.770666122436523,19.600000381469727,20.06666755676269,188538000,-1,20.141620606506986 +1427,1427,2019-02-01,20.81399917602539,21.07333374023437,20.233333587646484,20.3613338470459,109251000,-1,20.261524161893192 +1428,1428,2019-02-04,20.85933303833008,21.020000457763672,20.125333786010746,20.865333557128903,110281500,-1,20.824686367339627 +1429,1429,2019-02-05,21.42333221435547,21.496000289916992,20.81666755676269,20.832666397094727,101142000,-1,20.78054503359164 +1430,1430,2019-02-06,21.14800071716309,21.61599922180176,21.041332244873047,21.30599975585937,75577500,-1,21.240516873935647 +1431,1431,2019-02-07,20.500667572021484,20.979999542236328,20.200000762939453,20.88666725158692,97809000,-1,21.34291861071426 +1432,1432,2019-02-08,20.38666725158692,20.49666786193848,19.89999961853028,20.4553337097168,87663000,1,20.694562208301086 +1433,1433,2019-02-11,20.856000900268555,21.239999771118164,20.700000762939453,20.773332595825195,106945500,1,20.33085886844886 +1434,1434,2019-02-12,20.78733253479004,21.21266746520996,20.641332626342773,21.07999992370605,82764000,1,20.802223085933733 +1435,1435,2019-02-13,20.544666290283203,20.850000381469727,20.3713321685791,20.82333374023437,77124000,-1,20.896880337177713 +1436,1436,2019-02-14,20.251333236694336,20.45133209228516,20.06666755676269,20.22533226013184,78012000,1,20.68862564348663 +1437,1437,2019-02-15,20.525333404541016,20.53333282470703,20.26000022888184,20.299999237060547,58573500,1,20.37550135024499 +1438,1438,2019-02-19,20.3759994506836,20.769332885742188,20.36466789245605,20.437332153320312,62526000,-1,20.499976910353325 +1439,1439,2019-02-20,20.17066764831543,20.420000076293945,19.933332443237305,20.29400062561035,107131500,-1,20.590214637967335 +1440,1440,2019-02-21,19.415332794189453,20.215999603271484,19.36666679382324,20.12066650390625,133638000,-1,20.245106221622276 +1441,1441,2019-02-22,19.6473331451416,19.76666641235352,19.47333335876465,19.632667541503903,86109000,1,19.62310282529097 +1442,1442,2019-02-25,19.917999267578125,20.19333267211914,19.799999237060547,19.86066627502441,99397500,-1,19.642837714925086 +1443,1443,2019-02-26,19.85733222961425,20.13400077819824,19.251333236694336,19.481332778930664,128737500,-1,19.884514904315118 +1444,1444,2019-02-27,20.98266792297364,21.08666610717773,20.036666870117188,20.118667602539062,167758500,-1,19.669044067217673 +1445,1445,2019-02-28,21.32533264160156,21.33333206176757,20.720666885375977,21.26133346557617,157810500,-1,20.450948411918823 +1446,1446,2019-03-01,19.652666091918945,20.47533226013184,19.459999084472656,20.46266746520996,343671000,-1,21.127911529804777 +1447,1447,2019-03-04,19.02400016784668,19.933332443237305,18.85199928283692,19.87466621398925,256452000,1,20.32077909128292 +1448,1448,2019-03-05,18.43600082397461,18.933332443237305,18.00666618347168,18.799999237060547,281470500,-1,20.00731244399676 +1449,1449,2019-03-06,18.416000366210938,18.767332077026367,18.292667388916016,18.43199920654297,155032500,-1,19.351109335444168 +1450,1450,2019-03-07,18.439332962036133,18.979999542236328,18.28333282470703,18.589332580566406,141637500,1,19.064302598858507 +1451,1451,2019-03-08,18.94266700744629,19.03933334350586,18.392667770385746,18.46066665649414,132294000,1,18.72387496355611 +1452,1452,2019-03-11,19.39466667175293,19.41866683959961,18.700000762939453,18.90133285522461,110884500,-1,18.667659701033955 +1453,1453,2019-03-12,18.89066696166992,19.204666137695312,18.73733329772949,19.09933280944824,112561500,-1,18.934223601417326 +1454,1454,2019-03-13,19.263999938964844,19.465999603271484,18.84666633605957,18.926666259765625,102670500,-1,18.78688777489403 +1455,1455,2019-03-14,19.33066749572754,19.69266700744629,19.21933364868164,19.49666786193848,106551000,-1,18.945797838969078 +1456,1456,2019-03-15,18.36199951171875,18.9146671295166,18.293333053588867,18.90066719055176,221782500,-1,19.178126577705278 +1457,1457,2019-03-18,17.965999603271484,18.536666870117188,17.81999969482422,18.39999961853028,154215000,-1,18.546181074238696 +1458,1458,2019-03-19,17.83133316040039,18.21999931335449,17.56399917602539,17.833332061767578,177009000,-1,18.189252945207844 +1459,1459,2019-03-20,18.239999771118164,18.33133316040039,17.753332138061523,17.979333877563477,103623000,-1,17.879145131024373 +1460,1460,2019-03-21,18.26799964904785,18.43000030517578,17.89666748046875,18.17333221435547,89206500,-1,18.076141111334522 +1461,1461,2019-03-22,17.635332107543945,18.18666648864746,17.600000381469727,18.17200088500977,131184000,-1,18.147251445640215 +1462,1462,2019-03-25,17.3613338470459,17.545333862304688,16.964000701904297,17.31399917602539,153225000,-1,17.689261738092235 +1463,1463,2019-03-26,17.851333618164062,18.017332077026367,17.6286678314209,17.62933349609375,110263500,-1,17.16046762964004 +1464,1464,2019-03-27,18.32200050354004,18.357999801635746,17.8786678314209,17.916667938232422,131688000,-1,17.55543966976436 +1465,1465,2019-03-28,18.57466697692871,18.68866729736328,18.34000015258789,18.477333068847656,101611500,-1,17.865575770647254 +1466,1466,2019-03-29,18.65733337402344,18.67733383178711,18.299999237060547,18.57999992370605,89869500,-1,18.29126813756173 +1467,1467,2019-04-01,19.27866744995117,19.280000686645508,18.75200080871582,18.841333389282227,121656000,1,18.438986623641163 +1468,1468,2019-04-02,19.058666229248047,19.29599952697754,18.92533302307129,19.21999931335449,82183500,-1,18.78860221596376 +1469,1469,2019-04-03,19.45400047302246,19.744667053222656,19.14466667175293,19.15466690063477,118791000,-1,19.02892528584581 +1470,1470,2019-04-04,17.851999282836914,18.07999992370605,17.37266731262207,17.459333419799805,355810500,-1,19.22731678379485 +1471,1471,2019-04-05,18.33066749572754,18.406667709350582,17.74066734313965,17.99066734313965,195574500,-1,18.301977506243578 +1472,1472,2019-04-08,18.21333312988281,18.74399948120117,18.029333114624023,18.512666702270508,156156000,-1,18.51442567277353 +1473,1473,2019-04-09,18.15399932861328,18.33333206176757,17.974000930786133,18.11000061035156,88560000,1,18.495921800873948 +1474,1474,2019-04-10,18.40399932861328,18.558666229248047,18.19266700744629,18.44933319091797,105919500,1,18.343972692899744 +1475,1475,2019-04-11,17.89466667175293,18.03333282470703,17.706666946411133,17.886667251586914,147538500,-1,18.292408832101536 +1476,1476,2019-04-12,17.84666633605957,18.1299991607666,17.788667678833008,18.014667510986328,101190000,-1,17.76315934420928 +1477,1477,2019-04-15,17.7586669921875,17.92533302307129,17.242000579833984,17.908666610717773,150579000,1,17.79544490883487 +1478,1478,2019-04-16,18.224000930786133,18.33333206176757,17.648000717163086,17.71666717529297,109093500,-1,17.442566512505053 +1479,1479,2019-04-17,18.082000732421875,18.31933212280273,17.902666091918945,18.31666755676269,76897500,-1,17.771143477575077 +1480,1480,2019-04-18,18.21733283996582,18.32266616821289,17.983333587646484,18.082000732421875,88144500,-1,17.98523979960444 +1481,1481,2019-04-22,17.516666412353516,17.978666305541992,17.498666763305664,17.933332443237305,182206500,-1,18.064809920873948 +1482,1482,2019-04-23,17.593332290649414,17.706666946411133,17.049999237060547,17.343332290649414,164158500,-1,17.55042588264223 +1483,1483,2019-04-24,17.243999481201172,17.687999725341797,17.200000762939453,17.59000015258789,160912500,-1,17.358619236953636 +1484,1484,2019-04-25,16.5086669921875,17.266666412353516,16.404666900634766,17.0,327741000,-1,17.297603126668953 +1485,1485,2019-04-26,15.675999641418455,16.44533348083496,15.408666610717772,16.433332443237305,335410500,1,17.147690054042464 +1486,1486,2019-04-29,16.097999572753906,16.26533317565918,15.477999687194824,15.723999977111816,250717500,1,16.541355789561305 +1487,1487,2019-04-30,15.912667274475098,16.28066635131836,15.800000190734863,16.137332916259766,141969000,1,16.605837020525264 +1488,1488,2019-05-01,15.600666999816896,16.0,15.43333339691162,15.923333168029783,160566000,-1,16.454454132148086 +1489,1489,2019-05-02,16.273332595825195,16.475332260131836,15.847999572753906,16.368000030517578,272389500,1,16.005767265986172 +1490,1490,2019-05-03,17.00200080871582,17.107332229614258,16.232667922973633,16.257333755493164,355602000,1,16.368944350309466 +1491,1491,2019-05-06,17.022666931152344,17.22333335876465,16.566667556762695,16.667999267578125,162508500,1,17.21660094571537 +1492,1492,2019-05-07,16.470666885375977,17.1473331451416,16.34000015258789,17.1200008392334,151971000,1,17.198638041766976 +1493,1493,2019-05-08,16.32266616821289,16.706666946411133,16.280000686645508,16.46266746520996,92646000,1,16.816517329042373 +1494,1494,2019-05-09,16.131999969482422,16.245332717895508,15.79599952697754,16.133333206176758,100671000,-1,16.547322522808404 +1495,1495,2019-05-10,15.968000411987305,16.132667541503906,15.73466682434082,15.983332633972168,105124500,-1,16.1293702709514 +1496,1496,2019-05-13,15.133999824523926,15.498000144958496,14.966667175292969,15.46733283996582,162522000,-1,15.891608361388538 +1497,1497,2019-05-14,15.487333297729492,15.633333206176758,15.199999809265137,15.286666870117188,108786000,1,15.263007062066361 +1498,1498,2019-05-15,15.463333129882812,15.496000289916992,15.016667366027832,15.288000106811523,109440000,1,15.348224871749997 +1499,1499,2019-05-16,15.222000122070312,15.399999618530272,15.100000381469728,15.29933261871338,112249500,1,15.303508516749584 +1500,1500,2019-05-17,14.0686674118042,14.815999984741213,13.928000450134276,14.797332763671877,266800500,-1,15.228454919422655 +1501,1501,2019-05-20,13.690667152404783,13.733332633972168,13.016667366027832,13.520000457763672,307893000,-1,14.404062677466166 +1502,1502,2019-05-21,13.67199993133545,13.826666831970217,13.06933307647705,13.184000015258787,270058500,-1,13.749741423539113 +1503,1503,2019-05-22,12.84866714477539,13.595999717712402,12.785332679748535,13.273332595825195,280278000,-1,13.73195430989443 +1504,1504,2019-05-23,13.03266716003418,13.29800033569336,12.414667129516602,12.956000328063965,398206500,-1,13.283095378957082 +1505,1505,2019-05-24,12.708666801452637,13.33199977874756,12.583333015441896,13.321999549865724,212049000,-1,13.129586010635325 +1506,1506,2019-05-28,12.579999923706056,13.0,12.523332595825195,12.74666690826416,154693500,1,13.116038502644024 +1507,1507,2019-05-29,12.657333374023438,12.826000213623049,12.336000442504885,12.473333358764648,179529000,-1,12.993399756966006 +1508,1508,2019-05-30,12.54800033569336,12.817333221435549,12.468000411987305,12.583333015441896,118897500,-1,12.738580785548066 +1509,1509,2019-05-31,12.343999862670898,12.661333084106444,12.273332595825195,12.34000015258789,156100500,-1,12.770101880876384 +1510,1510,2019-06-03,11.9313325881958,12.445332527160645,11.79933261871338,12.36733341217041,195966000,-1,12.4625696131661 +1511,1511,2019-06-04,12.90666675567627,12.932000160217283,11.973999977111816,12.07333278656006,207112500,1,12.037919726457384 +1512,1512,2019-06-05,13.105999946594238,13.41866683959961,12.789999961853027,13.245332717895508,202662000,1,12.377329283384853 +1513,1513,2019-06-06,13.729999542236328,14.06666660308838,13.453332901000977,13.629332542419434,303633000,1,12.907642496857974 +1514,1514,2019-06-07,13.633333206176758,14.055999755859377,13.56666660308838,13.666666984558104,240052500,1,13.550583149652072 +1515,1515,2019-06-10,14.19200038909912,14.46266746520996,13.934000015258787,14.016667366027832,158775000,-1,13.800688075840048 +1516,1516,2019-06-11,14.473333358764648,14.726667404174805,14.233332633972168,14.609333038330078,174802500,1,14.329158768982104 +1517,1517,2019-06-12,13.95066738128662,14.892000198364258,13.93333339691162,14.863332748413086,227962500,1,14.558821395246113 +1518,1518,2019-06-13,14.260666847229004,14.326666831970217,13.833999633789062,14.025333404541016,122524500,-1,14.336496800140488 +1519,1519,2019-06-14,14.32800006866455,14.44333267211914,14.026666641235352,14.083333015441896,111501000,1,14.432458396013638 +1520,1520,2019-06-17,15.001999855041504,15.133333206176758,14.284667015075684,14.36533260345459,184752000,-1,14.443811924468605 +1521,1521,2019-06-18,14.982666969299316,15.649333000183104,14.837332725524902,15.248000144958496,190737000,-1,14.712404697473229 +1522,1522,2019-06-19,15.095333099365234,15.184666633605955,14.737333297729492,15.007332801818848,98626500,-1,15.070423321257577 +1523,1523,2019-06-20,14.641332626342772,15.126667022705078,14.423333168029783,14.866666793823242,177952500,-1,15.19523140183681 +1524,1524,2019-06-21,14.790666580200195,14.812000274658203,14.366666793823242,14.414667129516602,123031500,-1,14.83307296496099 +1525,1525,2019-06-24,14.90933322906494,15.057332992553713,14.73466682434082,14.88266658782959,86262000,-1,14.819403083609098 +1526,1526,2019-06-25,14.650667190551758,15.022666931152344,14.63266658782959,14.959333419799805,92731500,1,14.950168731573601 +1527,1527,2019-06-26,14.618000030517578,15.148667335510254,14.539999961853027,14.687333106994627,127608000,-1,14.826884490698887 +1528,1528,2019-06-27,14.855999946594238,14.859999656677246,14.489999771118164,14.630000114440918,95095500,-1,14.735550987338144 +1529,1529,2019-06-28,14.897333145141602,15.011333465576172,14.720000267028809,14.732666969299316,102771000,-1,14.781352616799884 +1530,1530,2019-07-01,15.14466667175293,15.539999961853027,15.085332870483398,15.347332954406738,123201000,1,14.857573495736034 +1531,1531,2019-07-02,14.970000267028809,15.276666641235352,14.814666748046877,15.259332656860352,138885000,1,15.117708120705782 +1532,1532,2019-07-03,15.65999984741211,16.10466766357422,15.633999824523926,15.959333419799805,213016500,1,15.050936213398233 +1533,1533,2019-07-05,15.539999961853027,15.696666717529297,15.386667251586914,15.637999534606934,105985500,1,15.670859232248931 +1534,1534,2019-07-08,15.355999946594238,15.483332633972168,15.244000434875488,15.416000366210938,88207500,0,15.733786030168222 +1535,1535,2019-07-09,15.337332725524902,15.399999618530272,15.152000427246094,15.264666557312012,92862000,1,15.554179237627084 +1536,1536,2019-07-10,15.928000450134276,15.929332733154297,15.542667388916016,15.609999656677246,137185500,1,15.383304385304829 +1537,1537,2019-07-11,15.90666675567627,16.100000381469727,15.720000267028809,15.87600040435791,112716000,-1,15.623465626129663 +1538,1538,2019-07-12,16.338666915893555,16.358667373657227,15.980667114257812,15.983332633972168,138007500,0,15.82161937315604 +1539,1539,2019-07-15,16.899999618530273,16.961332321166992,16.323999404907227,16.53333282470703,165001500,-1,16.040902070629706 +1540,1540,2019-07-16,16.825332641601562,16.902000427246094,16.528667449951172,16.6200008392334,122235000,-1,16.4466226012766 +1541,1541,2019-07-17,16.99066734313965,17.220666885375977,16.889999389648438,17.044666290283203,146470500,-1,16.629811394410616 +1542,1542,2019-07-18,16.902666091918945,17.049999237060547,16.792667388916016,17.003332138061523,71379000,0,16.808706254432057 +1543,1543,2019-07-19,17.211999893188477,17.33066749572754,16.974666595458984,17.04599952697754,105726000,1,16.940117761799687 +1544,1544,2019-07-22,17.045333862304688,17.476667404174805,16.945999145507812,17.25,102636000,1,16.999172377652734 +1545,1545,2019-07-23,17.344667434692383,17.365333557128906,16.96666717529297,17.11400032043457,75346500,-1,16.984671984237533 +1546,1546,2019-07-24,17.658666610717773,17.738000869750977,17.21066665649414,17.277999877929688,166092000,-1,17.095056154751934 +1547,1547,2019-07-25,15.254667282104492,15.633333206176758,15.036666870117188,15.56666660308838,336274500,-1,17.21495060497738 +1548,1548,2019-07-26,15.202667236328123,15.350666999816896,14.81666660308838,15.128000259399414,150415500,-1,15.77819864459337 +1549,1549,2019-07-29,15.718000411987305,15.72933292388916,15.0686674118042,15.13933277130127,139099500,-1,15.60131195054009 +1550,1550,2019-07-30,16.150667190551758,16.224000930786133,15.478667259216309,15.526666641235352,121635000,1,15.704766456356122 +1551,1551,2019-07-31,16.107332229614258,16.44533348083496,15.776666641235352,16.200000762939453,137673000,-1,15.945202771675103 +1552,1552,2019-08-01,15.59000015258789,16.30066680908203,15.451333045959473,16.176666259765625,123892500,-1,16.02863040052677 +1553,1553,2019-08-02,15.62266731262207,15.751333236694336,15.281999588012695,15.423333168029783,92047500,-1,15.808859378106362 +1554,1554,2019-08-05,15.221332550048828,15.424667358398438,15.052000045776367,15.30666732788086,105424500,1,15.636923842844462 +1555,1555,2019-08-06,15.383333206176758,15.5,15.050000190734863,15.458666801452637,83463000,1,15.303137208293858 +1556,1556,2019-08-07,15.56133270263672,15.571332931518556,15.053333282470703,15.100000381469728,71647500,-1,15.278688819739424 +1557,1557,2019-08-08,15.886667251586914,15.986666679382324,15.510000228881836,15.630000114440918,79114500,1,15.321347772614878 +1558,1558,2019-08-09,15.667332649230955,15.93066692352295,15.587332725524902,15.736666679382324,58473000,1,15.620190651557559 +1559,1559,2019-08-12,15.267333030700684,15.718000411987305,15.25,15.53266716003418,69958500,1,15.706890857288997 +1560,1560,2019-08-13,15.666666984558104,15.733332633972168,15.170000076293944,15.253999710083008,72721500,0,15.465809281989973 +1561,1561,2019-08-14,14.641332626342772,15.43333339691162,14.446000099182127,15.413999557495115,143439000,-1,15.460778073660258 +1562,1562,2019-08-15,14.37600040435791,14.77066707611084,14.103333473205566,14.723999977111816,122394000,-1,14.918971476462923 +1563,1563,2019-08-16,14.662667274475098,14.815999984741213,14.40133285522461,14.444000244140623,76477500,-1,14.557742980005893 +1564,1564,2019-08-19,15.121999740600586,15.18866729736328,14.779999732971191,14.947333335876465,79644000,-1,14.641972029932242 +1565,1565,2019-08-20,15.057332992553713,15.272666931152344,14.969332695007324,15.174667358398438,61878000,-1,14.926916032729958 +1566,1566,2019-08-21,14.722000122070312,14.881333351135254,14.506667137145996,14.800666809082031,116914500,-1,15.04765544187378 +1567,1567,2019-08-22,14.8100004196167,15.026666641235352,14.54800033569336,14.853333473205566,98385000,1,14.80012588005577 +1568,1568,2019-08-23,14.09333324432373,14.744667053222656,14.06666660308838,14.664667129516602,128079000,-1,14.803659775049308 +1569,1569,2019-08-26,14.333333015441896,14.334667205810549,14.102666854858398,14.239999771118164,75778500,1,14.42896602055316 +1570,1570,2019-08-27,14.272000312805176,14.58666706085205,14.135333061218262,14.38266658782959,81243000,1,14.365669492406008 +1571,1571,2019-08-28,14.37266731262207,14.483332633972168,14.154000282287598,14.246000289916992,48382500,1,14.345725791085169 +1572,1572,2019-08-29,14.780667304992676,14.893333435058594,14.533332824707031,14.600000381469728,77692500,1,14.36150831253729 +1573,1573,2019-08-30,15.040666580200195,15.496000289916992,14.947333335876465,15.276666641235352,139809000,1,14.63430135690082 +1574,1574,2019-09-03,15.000666618347168,15.263333320617676,14.87733268737793,14.93866729736328,80311500,-1,14.968124351393387 +1575,1575,2019-09-04,14.711999893188477,15.230667114257812,14.61400032043457,15.12600040435791,86415000,-1,15.094623138923307 +1576,1576,2019-09-05,15.305333137512209,15.31999969482422,14.723333358764648,14.833333015441896,110929500,1,14.937352003784767 +1577,1577,2019-09-06,15.16333293914795,15.309332847595217,15.011333465576172,15.146666526794434,62841000,1,15.055614809202313 +1578,1578,2019-09-09,15.452667236328123,15.583999633789062,15.281999588012695,15.333333015441896,72040500,-1,15.152648628806368 +1579,1579,2019-09-10,15.702667236328123,15.702667236328123,15.262666702270508,15.386667251586914,73255500,-1,15.348353679424193 +1580,1580,2019-09-11,16.47333335876465,16.544666290283203,15.733332633972168,15.825332641601562,150642000,1,15.49749156901425 +1581,1581,2019-09-12,16.391332626342773,16.899999618530273,16.293333053588867,16.51333236694336,128718000,1,15.931600769296661 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+1611,1611,2019-10-24,19.978666305541992,20.32866668701172,19.280000686645508,19.891332626342773,445813500,1,16.882931464233188 +1612,1612,2019-10-25,21.875333786010746,22.0,19.74066734313965,19.847999572753903,450091500,1,19.476580393128756 +1613,1613,2019-10-28,21.84733390808105,22.7226676940918,21.50666618347168,21.836000442504883,283054500,1,20.908480069179586 +1614,1614,2019-10-29,21.08133316040039,21.6200008392334,20.983333587646484,21.332666397094727,190264500,-1,21.873422182748303 +1615,1615,2019-10-30,21.000667572021484,21.252666473388672,20.6646671295166,20.86666679382324,144627000,-1,21.731340883797586 +1616,1616,2019-10-31,20.994667053222656,21.26666641235352,20.86666679382324,20.87333297729492,76005000,-1,21.474445207313877 +1617,1617,2019-11-01,20.88733291625977,21.09866714477539,20.65333366394043,21.08799934387207,95758500,1,21.37122861934846 +1618,1618,2019-11-04,21.1646671295166,21.46266746520996,20.617332458496094,20.98666763305664,131805000,-1,21.014134412185374 +1619,1619,2019-11-05,21.14800071716309,21.567333221435547,21.07466697692871,21.308000564575195,104151000,1,21.01591076834826 +1620,1620,2019-11-06,21.77199935913086,21.781333923339844,20.96666717529297,21.200000762939453,119113500,1,21.252041822217155 +1621,1621,2019-11-07,22.36933326721192,22.76666641235352,21.86800003051757,21.94266700744629,217009500,1,21.50014215621257 +1622,1622,2019-11-08,22.47599983215332,22.497333526611328,22.166667938232425,22.299999237060547,91038000,-1,22.11893810791406 +1623,1623,2019-11-11,23.006000518798828,23.279333114624023,22.799999237060547,22.93000030517578,149800500,1,22.686347445946776 +1624,1624,2019-11-12,23.32866668701172,23.357999801635746,22.93600082397461,23.12666702270508,110391000,1,23.051472162094456 +1625,1625,2019-11-13,23.073999404907227,23.755332946777344,23.011999130249023,23.666667938232425,126301500,1,23.3472874233323 +1626,1626,2019-11-14,23.290000915527344,23.589332580566406,22.86066627502441,23.073999404907227,96973500,-1,23.33536767528031 +1627,1627,2019-11-15,23.47800064086914,23.520000457763672,23.224000930786133,23.3759994506836,72135000,-1,23.337782606717713 +1628,1628,2019-11-18,23.332666397094727,23.543333053588867,23.07333374023437,23.527999877929688,66006000,1,23.381224178510884 +1629,1629,2019-11-19,23.968000411987305,23.99933242797852,23.18666648864746,23.450000762939453,115872000,1,23.257792191227598 +1630,1630,2019-11-20,23.481332778930664,24.07999992370605,23.30466651916504,24.0,100876500,1,23.567731863442397 +1631,1631,2019-11-21,23.655332565307617,24.05599975585937,23.600000381469727,23.63400077819824,91650000,-1,23.550486446161763 +1632,1632,2019-11-22,22.202667236328125,22.733333587646484,22.0,22.67733383178711,253059000,-1,23.656046095495665 +1633,1633,2019-11-25,22.422666549682617,22.971332550048828,22.297332763671875,22.954666137695312,185092500,1,22.309910963681478 +1634,1634,2019-11-26,21.92799949645996,22.36666679382324,21.80666732788086,22.351333618164062,119211000,1,22.821731717056498 +1635,1635,2019-11-27,22.086000442504883,22.261999130249023,21.90466690063477,22.07466697692871,83334000,1,22.538961844544666 +1636,1636,2019-11-29,21.996000289916992,22.083999633789062,21.83333206176757,22.073999404907227,36984000,-1,22.35122508431292 +1637,1637,2019-12-02,22.32466697692871,22.42533302307129,21.91266632080078,21.959999084472656,91117500,1,22.14798915523185 +1638,1638,2019-12-03,22.413333892822266,22.527332305908203,22.145999908447266,22.17466735839844,98605500,1,22.266863706050216 +1639,1639,2019-12-04,22.20199966430664,22.52400016784668,22.190000534057617,22.51666641235352,82995000,1,22.397029141817526 +1640,1640,2019-12-05,22.024667739868164,22.294666290283203,21.81666755676269,22.18866729736328,55869000,1,22.349032561602304 +1641,1641,2019-12-06,22.392667770385746,22.59066772460937,22.31800079345703,22.33333206176757,114186000,1,22.1316256031212 +1642,1642,2019-12-09,22.635332107543945,22.96333312988281,22.338666915893555,22.439332962036133,135346500,-1,22.408062654222373 +1643,1643,2019-12-10,23.256000518798828,23.381999969482425,22.62066650390625,22.66399955749512,132424500,-1,22.64118050689097 +1644,1644,2019-12-11,23.51333236694336,23.812667846679688,23.4060001373291,23.45866775512696,103467000,1,23.10464532970617 +1645,1645,2019-12-12,23.978666305541992,24.182666778564453,23.548667907714844,23.661333084106445,116458500,-1,23.563827084900634 +1646,1646,2019-12-13,23.892667770385746,24.34733390808105,23.642667770385746,24.06999969482422,98563500,-1,23.839028262181536 +1647,1647,2019-12-16,25.433332443237305,25.573999404907227,24.166667938232425,24.170000076293945,272613000,1,23.900425210990207 +1648,1648,2019-12-17,25.266000747680664,25.700000762939453,25.059999465942383,25.266000747680664,127452000,-1,24.123561379424764 +1649,1649,2019-12-18,26.209999084472656,26.347999572753903,25.371999740600582,25.375333786010746,211815000,-1,25.121269445900683 +1650,1650,2019-12-19,26.93600082397461,27.12333297729492,26.433332443237305,26.488000869750977,271606500,-1,25.220980425571987 +1651,1651,2019-12-20,27.03933334350586,27.53333282470703,26.679332733154297,27.3526668548584,221290500,-1,25.461187677809185 +1652,1652,2019-12-23,27.94799995422364,28.13400077819824,27.33333206176757,27.45199966430664,199794000,1,25.96477542342435 +1653,1653,2019-12-24,28.350000381469727,28.36466789245605,27.512666702270508,27.89066696166992,120820500,-1,26.403044930997574 +1654,1654,2019-12-26,28.72933387756348,28.898666381835938,28.42333221435547,28.527332305908203,159508500,1,26.733950267776727 +1655,1655,2019-12-27,28.691999435424805,29.020666122436523,28.40733337402344,29.0,149185500,1,26.837504353700922 +1656,1656,2019-12-30,27.64666748046875,28.600000381469727,27.28400039672852,28.586000442504883,188796000,1,26.899329123663094 +1657,1657,2019-12-31,27.8886661529541,28.086000442504883,26.80533218383789,27.0,154285500,1,26.505352945321448 diff --git a/Data/Tweets data/processed_tweets.csv b/Data/Tweets data/processed_tweets.csv index 49e37fa..eea8690 100644 --- a/Data/Tweets data/processed_tweets.csv +++ b/Data/Tweets data/processed_tweets.csv @@ -2664,7 +2664,7 @@ 2662,2022-09-20,Tesla Megapack battery caught fire at PG&E substation in California,18:47:42 2663,2022-09-20,"PG&E said a Tesla battery at the utility’s massive Moss Landing energy storage site caught fire early Tuesday, with the blaze shutting down a nearby stretch of California’s famed Highway 1",18:38:01 2664,2022-09-20,"Factbox: The challenges automakers, and now Tesla, face with humanoid robots",17:20:40 -2665,2022-09-20,️ “Elon Musk faces skeptics as Tesla gets ready to unveil its humanoid robot” by @ReutersBiz,16:51:02 +2665,2022-09-20,“Elon Musk faces skeptics as Tesla gets ready to unveil its humanoid robot” by @ReutersBiz,16:51:02 2666,2022-09-20,"But Musk said Tesla can leverage its expertise in AI and key components to develop and produce smart, yet less expensive, humanoid robots at scale 5/6",16:40:07 2667,2022-09-20,"Tesla faces skepticism that it can show technological advances that would justify the expense of 'general purpose' robots in factories, homes and elsewhere, according to robotics experts, investors and analysts interviewed by Reuters 4/6",16:39:28 2668,2022-09-20,"Musk's Texas company now is floating ambitious plans to deploy thousands of humanoid robots, known as Tesla Bot or Optimus, within its factories, expanding eventually to millions around the world, according to job postings 2/6",16:36:01 @@ -3403,7 +3403,7 @@ 3401,2022-06-29,Tesla is among a group of companies that is been criticized by investors with over $31 trillion in assets for failing to disclose their environmental footprints,01:49:02 3402,2022-06-29,"Tesla is cutting about 200 Autopilot jobs and closing office in San Mateo, California",01:43:58 3403,2022-06-29,Tesla is closing one of its Silicon Valley offices and laying off about 200 people there as part of the electric vehicle maker’s plans to trim its head count amid rising costs,00:41:23 -3404,2022-06-28,️ Tesla lays off about 200 autopilot workers in latest cuts,22:16:47 +3404,2022-06-28,Tesla lays off about 200 autopilot workers in latest cuts,22:16:47 3405,2022-06-28,"Those affected by the latest move worked on one of the higher-profile features in Tesla vehicles. In job postings, Tesla has said that labeled data is the “critical ingredient for training powerful Deep Neural Networks.""",21:50:47 3406,2022-06-28,"The EV market leader’s downsizing efforts have focused on areas that grew too quickly. Some HR workers and software engineers are known to have been laid off, and in some cases, the cuts have hit employees who had worked at Tesla for just a few weeks",21:50:47 3407,2022-06-28,"LISTEN NOW: The biggest names in tech including Amazon, Tesla and Meta lost a combined $250 billion in market cap on Tuesday. Are stocks in for even more pain ahead? Listen and follow the @CNBCFastMoney podcast here or on your favorite podcast platform:",21:33:41 @@ -3728,7 +3728,7 @@ 3726,2022-06-03,Here is the email Elon Musk sent all Tesla employees about 10% headcount reduction,16:03:48 3727,2022-06-03,"Adding to a growing chorus of warnings from business leaders about the risks of a global recession, Tesla CEO Elon Musk said in an email he has a ‘super bad feeling’ about the economy and needs to cut about 10% of jobs at the electric carmaker",14:40:00 3728,2022-06-03,Looking for the next Tesla? Here is @jimcramer's advice for finding the next high-growth stock before it takes off. (via @CNBCMakeIt),14:13:17 -3729,2022-06-03,️ “Elon Musk wants to cut 10% of Tesla jobs” by @Reuters,13:54:04 +3729,2022-06-03,“Elon Musk wants to cut 10% of Tesla jobs” by @Reuters,13:54:04 3730,2022-06-03,Tesla is facing stepped-up scrutiny from US regulators who have received 758 complaints of cars made by the company that suddenly brake at high speeds,13:45:08 3731,2022-06-03,Tesla shares dip on Elon Musk's plans to cut workforce,13:40:24 3732,2022-06-03,But Tesla has struggled to restart production at its Shanghai factory after COVID lockdowns forced costly outages.,13:28:35 @@ -3766,7 +3766,7 @@ 3764,2022-06-01,Tesla delays deliveries of long-range models in U.S.,22:25:18 3765,2022-06-01,Looking for the next Tesla? Here is @jimcramer's advice for finding the next high-growth stock before it takes off. (via @CNBCMakeIt),21:34:17 3766,2022-06-01,"That might not be acceptable to some at Tesla, and will certainly spook staffers at Twitter who have enjoyed a work-from-anywhere policy throughout the pandemic",20:27:44 -3767,2022-06-01,️ “Elon Musk tells Tesla staff: return to office or leave” by @Reuters,20:04:53 +3767,2022-06-01,“Elon Musk tells Tesla staff: return to office or leave” by @Reuters,20:04:53 3768,2022-06-01,"Tesla Chief Executive Elon Musk has asked employees to return to the office or leave the company, according to an email sent to employees",19:35:00 3769,2022-06-01,Tesla delays deliveries of long-range models in U.S.,18:50:17 3770,2022-06-01,"Tesla employees are required to spend at least 40 hours a week in the office, Elon Musk said this week in an email to staff",18:45:08 @@ -5114,7 +5114,7 @@ 5112,2022-01-27,"Tesla drops after supply chain warning, drags down other EV makers",18:55:15 5113,2022-01-27,Musk's bets on Tesla: human-like robots and self-driving cars,18:25:15 5114,2022-01-27,Tesla drops 8% as investors digest new vehicle delays,17:52:53 -5115,2022-01-27,"️ The humanoid robot Tesla first teased five months ago may be the most important product the carmaker is working on and has the potential to be more significant than its vehicle business, CEO Elon Musk said",15:33:53 +5115,2022-01-27,"The humanoid robot Tesla first teased five months ago may be the most important product the carmaker is working on and has the potential to be more significant than its vehicle business, CEO Elon Musk said",15:33:53 5116,2022-01-27,"While Tesla’s momentum is phenomenal, its results are dwarfed by its nearly trillion- dollar market cap",15:27:25 5117,2022-01-27,Musk first previewed the Tesla bot after a human dressed as a robot performed a dance routine at an event in August showcasing the company’s artificial intelligence efforts,15:21:28 5118,2022-01-27,Musk on Wednesday played up the bot -- known internally as Optimus -- over car models the company has had in development for years.,15:21:05 @@ -7847,7 +7847,7 @@ 7845,2021-04-27,"After just months under the same roof, bitcoin and Tesla are becoming the best of friends. The car company's sale of some of the $1.5 billion worth of bitcoin it purchased in February accounted for nearly a fourth of its total quarterly profit.",21:15:04 7846,2021-04-27,The space race between the world’s two richest men went into hyperdrive after Tesla chief Elon Musk took a swipe at Jeff Bezos’ attempt to challenge a major NASA contract,20:55:00 7847,2021-04-27,Tesla shares drop on lack of clear forecast amid global chip crunch,20:45:03 -7848,2021-04-27,"Some of the biggest names in tech are reporting earnings this week. ️ “Busy week for tech earnings: Tesla, Alphabet, Apple and more”",20:27:02 +7848,2021-04-27,"Some of the biggest names in tech are reporting earnings this week. “Busy week for tech earnings: Tesla, Alphabet, Apple and more”",20:27:02 7849,2021-04-27,Tesla has hit record profit but not by selling cars. @WSJheard explains what fueled the first-quarter results. #WSJWhatsNow,20:00:01 7850,2021-04-27,"Wall Street dips as Tesla, 3M weigh; big tech earnings in focus",17:40:09 7851,2021-04-27,Tesla shares drop on lack of clear forecast amid global chip crunch,16:50:09 @@ -8390,7 +8390,7 @@ 8388,2021-03-08,Tesla to build large battery for Texas grid: Bloomberg News,16:25:07 8389,2021-03-08,"When Tesla became the biggest name to reveal it had added #bitcoin to its coffers last month, many pundits were swift to call a corporate rush towards the booming cryptocurrency. Yet there is unlikely to be a concerted crypto charge any time soon",15:44:43 8390,2021-03-08,Large companies from carmaker Tesla to business intelligence firm MicroStrategy have swapped billions of dollars in cash for #bitcoin in recent months. Yet hurdles remain for the quick dawn of a wider trend of major corporations holding bitcoin,14:25:06 -8391,2021-03-08,"️ A secret battery project in Texas marks Tesla's first major foray into the epicenter of the U.S. energy economy, via @climate",13:15:40 +8391,2021-03-08,"A secret battery project in Texas marks Tesla's first major foray into the epicenter of the U.S. energy economy, via @climate",13:15:40 8392,2021-03-08,Tesla to build large battery for Texas grid: Bloomberg News,13:15:04 8393,2021-03-08,"Disney, Tesla, General Electric: What to Watch When the Stock Market Opens Today",12:43:18 8394,2021-03-08,A secret battery project in Texas marks Tesla's first major foray into the epicenter of the U.S. energy economy,12:16:39 @@ -8608,7 +8608,7 @@ 8606,2021-02-11,Analysis: Investors lukewarm on Tesla's $1.5 billion bitcoin splurge,06:25:04 8607,2021-02-11,Bitcoin holds gains from Tesla as MasterCard and Twitter weigh in,05:41:06 8608,2021-02-11,Elon Musk’s younger brother sells $25.6 million Tesla shares,02:52:03 -8609,2021-02-10,️ Elon Musk wants clean power. But Tesla's carrying #bitcoin's dirty baggage,18:21:11 +8609,2021-02-10,Elon Musk wants clean power. But Tesla's carrying #bitcoin's dirty baggage,18:21:11 8610,2021-02-10,"It is not all eco-doom and gloom, and Tesla’s bet on bitcoin comes amid growing attempts in the cryptocurrency industry to mitigate the environmental harm of mining",17:26:18 8611,2021-02-10,"The inclusion of bitcoin in Tesla’s investment portfolio could complicate its zero-emissions ethos, according to some investors, at a time when ESG considerations have become a major factor for global investors.@tomwilson1983 and @annairrera report",16:50:38 8612,2021-02-10,"Tesla revealed it had bought $1.5 billion of bitcoin and would soon accept it as payment for cars, sending the price of the cryptocurrency through the roof",16:50:34 @@ -8644,7 +8644,7 @@ 8642,2021-02-09,Reddit user claiming to be Tesla insider appeared to reveal bitcoin buy a month ago,15:15:11 8643,2021-02-09,Tesla grew its global workforce by almost half last year,15:08:03 8644,2021-02-09,Elon Musk's decision to put Tesla’s first European car factory in a small town in eastern Germany was a surprise. Now the politician who drew him there now wants to turn the region into a major electric-vehicle supply hub,14:38:04 -8645,2021-02-09,️ If you wanted to buy a Tesla with #bitcoin how would the payments work?,14:29:42 +8645,2021-02-09,If you wanted to buy a Tesla with #bitcoin how would the payments work?,14:29:42 8646,2021-02-09,"New for subscribers: Before Tesla, this company bought bitcoin and may have even given Elon Musk the idea. Check out @CNBCPro today.",13:46:34 8647,2021-02-09,Bitcoin powers towards $50K as Tesla takes it mainstream,13:05:16 8648,2021-02-09,#Bitcoin extended gains to a record high as the afterglow of Tesla’s investment in the cryptocurrency had investors reckoning it would become a mainstream asset class for both corporates and money managers,12:58:55 @@ -8684,7 +8684,7 @@ 8682,2021-02-08,Tesla’s $1.5 billion #Bitcoin bet moves the cryptocurrency toward mainstream acceptance $TSLA,22:15:00 8683,2021-02-08,Tesla purchases $1.5 billion in bitcoin — here is what could happen next (via @TradingNation),21:20:35 8684,2021-02-08,"New for subscribers: Mike Santoli’s market notes: Relentless rally for stocks, moonshots and memes, the kids like Tesla. Check out @CNBCPro today.",20:26:07 -8685,2021-02-08,Bitcoin’s price jumped to an all-time high after Tesla revealed a big stake in the cryptocurrency. ️ “Tesla buys $1.5 billion in bitcoin”,19:44:07 +8685,2021-02-08,Bitcoin’s price jumped to an all-time high after Tesla revealed a big stake in the cryptocurrency. “Tesla buys $1.5 billion in bitcoin”,19:44:07 8686,2021-02-08,Bitcoin’s price jumped sharply to an all-time high after Tesla buys $1.5 billion worth.,19:20:35 8687,2021-02-08,"Tesla announces it has bought $1.5 billion worth of bitcoin, saying in an SEC filing that it bought the bitcoin for “more flexibility to further diversify and maximize returns on our cash.”",19:14:42 8688,2021-02-08,"""For bitcoin holders, today is good news,"" @elerianm says. “What is consequential is that the argument for bitcoin is evolving,” he added. Bitcoin surged on the news that Tesla bought $1.5B of the cryptocurrency.",19:14:00 @@ -8708,7 +8708,7 @@ 8706,2021-02-08,"Tesla invests $1.5 billion in Bitcoin and says it plans to accept the cryptocurrency as a form of payment, sending prices to a record",14:45:06 8707,2021-02-08,Bitcoin jumps 10% to record high on Tesla investment news,14:40:10 8708,2021-02-08,"Major shareholder Ron Baron says Tesla's bitcoin buy 'not surprising,' wants to explore rationale",14:34:56 -8709,2021-02-08,️ “Tesla invests about $1.5 billion in bitcoin and expects to begin accepting payment for cars soon” by @ReutersBiz,14:24:32 +8709,2021-02-08,“Tesla invests about $1.5 billion in bitcoin and expects to begin accepting payment for cars soon” by @ReutersBiz,14:24:32 8710,2021-02-08,"Bitcoin jumps to record $44,000 as Tesla invests $1.5 billion.",14:17:35 8711,2021-02-08,Chinese regulators call in Tesla over customer complaints,14:00:13 8712,2021-02-08,#Bitcoin jumped more than 10% to a record high after Tesla said it had invested $1.5 billion in the cryptocurreny last month,13:54:23 @@ -8942,9 +8942,9 @@ 8940,2021-01-12,Analysis: Tesla's Model Y to emerge disruptor as China EV sales zoom in 2021,01:00:49 8941,2021-01-12,Tesla is looking to hire a design director in China with 20 or more years of experience and can bridge the gaps between China and the United States,00:25:00 8942,2021-01-12,"NIO, a Chinese EV startup company, may give Tesla a run for its money with their battery swap technology. #WSJWhatsNow",00:00:01 -8943,2021-01-11,️ Charged up: Tesla hunts for design chief as Apple and Hyundai team up,22:24:37 +8943,2021-01-11,Charged up: Tesla hunts for design chief as Apple and Hyundai team up,22:24:37 8944,2021-01-11,Sources say Tesla wants to appoint a new design chief in China to create vehicles better tailored to Chinese tastes,20:25:00 -8945,2021-01-11,️ Charged up: Tesla hunts for design chief as Apple and Hyundai team up,17:44:35 +8945,2021-01-11,Charged up: Tesla hunts for design chief as Apple and Hyundai team up,17:44:35 8946,2021-01-11,"Stocks making the biggest moves midday: Nio, Tesla, Roku, Lululemon & more",16:54:31 8947,2021-01-11,Reuters sources say Tesla is looking for a Chinese design chief to make its cars appeal more to the country's consumers,16:25:00 8948,2021-01-11,New for subscribers: Nio shares surge 11% after getting a host of bullish Street calls on its new sedan to rival Tesla. Check out @CNBCPro today.,13:54:50 @@ -9004,7 +9004,7 @@ 9002,2021-01-07,Chinese EV startup Nio aims to become the Tesla of China,18:25:31 9003,2021-01-07,Tesla briefly commanded a bigger market valuation than Facebook on Thursday,17:26:13 9004,2021-01-07,Mercedes wide screen display aims to outdo Tesla's hallmark touchscreen,16:30:04 -9005,2021-01-07,"️ A 4.8% rally in Tesla's share price Thursday boosted Elon Musk past Amazon founder Jeff Bezos on the Bloomberg Billionaires Index, a ranking of the world’s 500 wealthiest people.",15:50:11 +9005,2021-01-07,"A 4.8% rally in Tesla's share price Thursday boosted Elon Musk past Amazon founder Jeff Bezos on the Bloomberg Billionaires Index, a ranking of the world’s 500 wealthiest people.",15:50:11 9006,2021-01-07,"Elon Musk, the outspoken entrepreneur behind Tesla and SpaceX, is now the richest person on the planet",15:32:54 9007,2021-01-07,Mercedes wide screen display aims to outdo Tesla's hallmark touchscreen,15:00:03 9008,2021-01-07,"Tesla customers in China wanting the new locally made Model Y face a longer wait, signaling strong demand for the Shanghai-built SUV",08:06:06 @@ -9298,7 +9298,7 @@ 9296,2020-12-08,"Tesla launched its second $5 billion share sale in three months, taking advantage of the 670% rally in its stock price this year",18:40:00 9297,2020-12-08,Tesla progress on German factory slowed by sleeping snakes,18:24:52 9298,2020-12-08,"Cramer: Optimistic young investors see Elon Musk as the next Steve Jobs, take Tesla to dizzying heights",17:44:21 -9299,2020-12-08,️ “Hibernating snakes stall Tesla's German gigafactory” by @ReutersTech,17:16:20 +9299,2020-12-08,“Hibernating snakes stall Tesla's German gigafactory” by @ReutersTech,17:16:20 9300,2020-12-08,"Tesla plans to sell up to $5 billion of new shares, capitalizing on the stock’s surging price",17:00:09 9301,2020-12-08,"Tesla has raised a total of $12 billion this year alone, or more cash than is held by 88% of the companies in the S&P 500",16:52:09 9302,2020-12-08,Tesla launches second $5 billion share sale in three months,14:55:09 @@ -9658,7 +9658,7 @@ 9656,2020-10-21,Explainer: Tesla's self-driving ambitions get a reboot,21:15:14 9657,2020-10-21,"Stocks making the biggest moves after hours: Tesla, Peloton, Align & more",21:12:43 9658,2020-10-21,"Tesla cracks revenue record and beats estimates, shares take off",20:55:17 -9659,2020-10-21,"Companies including Tesla, Snap and Netflix reported quarterly results this week. Here is what you need to know. ️ “Earnings season continues: Tesla, Snap, Netflix and more”",20:53:10 +9659,2020-10-21,"Companies including Tesla, Snap and Netflix reported quarterly results this week. Here is what you need to know. “Earnings season continues: Tesla, Snap, Netflix and more”",20:53:10 9660,2020-10-21,"Tesla extended its profitability streak in the third quarter, defying economic turmoil and bolstering the outlook for mass-market electric vehicles",20:43:48 9661,2020-10-21,Tesla reports its fifth consecutive quarter of profits.,20:15:45 9662,2020-10-21,EARNINGS: Tesla reports Q3 earnings that beat analysts’ expectations.,20:14:41 @@ -9979,7 +9979,7 @@ 9977,2020-09-11,Tesla plans to start shipping cars built at its Shanghai Gigafactory to Europe and other Asian markets,08:27:04 9978,2020-09-10,"Tesla launches fast electric car charging in Berlin, says more cities to come",21:25:19 9979,2020-09-10,"“You are going to see a lot of volatility over the next number of months for this company,” former Ford CEO Mark Fields says about Tesla. Here is why.",21:10:00 -9980,2020-09-10,"Here is everything you need to know about this week's EV news. ️ “This week in EV news: GM partners with Nikola, Tesla's drop and more”",18:57:16 +9980,2020-09-10,"Here is everything you need to know about this week's EV news. “This week in EV news: GM partners with Nikola, Tesla's drop and more”",18:57:16 9981,2020-09-10,"Tesla launches fast electric car charging in Berlin, says more cities to come",18:15:23 9982,2020-09-10,"New for subscribers: Mike Santoli’s market notes: Indecisive action, Tesla and Zoom bounce, investors cut risk",18:04:41 9983,2020-09-10,Heard on the Street: The accounting effect of options awards for Tesla’s CEO could push it into a loss and disqualify the company from S&P 500 index inclusion for a long time.,17:27:01 @@ -12291,7 +12291,7 @@ 12289,2019-11-22,"LISTEN NOW: The back and forth on trade with China continues, Tesla unveils its new Cybertruck and President Trump meets with vaping industry execs. Learn about these stories and more on the NEW Squawk Pod podcast by @SquawkCNBC. Subscribe here:",16:27:48 12290,2019-11-22,"Tesla just unveiled its first electric pickup: The Cybertruck. The truck boasts 300 miles of range and will come with Tesla’s Autopilot, with production beginning in 2021. But take a look at the demo gone wrong here:",15:11:55 12291,2019-11-22,Tesla slumps in early trading after analysts says its #Cybertruck's biggest problem is its design,14:58:45 -12292,2019-11-22,"Missed the Tesla event last night? Here is what you need to know about the company's latest release: a cyberpunk-inspired pickup truck. ️ “Tesla unveiled its first electric pickup, the Cybertruck”",14:40:34 +12292,2019-11-22,"Missed the Tesla event last night? Here is what you need to know about the company's latest release: a cyberpunk-inspired pickup truck. “Tesla unveiled its first electric pickup, the Cybertruck”",14:40:34 12293,2019-11-22,Tesla unveils electric pickup Cybertruck with angular stainless steel body and armored glass windows – that cracked during the demo,14:25:00 12294,2019-11-22,Tesla's cybertruck launch takes hit as 'shatterproof' windows crack,13:23:17 12295,2019-11-22,Wall Street analysts say Tesla's pickup is 'really weird' and Ford can 'breathe a sigh of relief',13:18:52 @@ -14041,7 +14041,7 @@ 14039,2019-03-15,"Yep, you heard Elon right: ""We will be driving a Tesla on Mars,"" he says. ""Tesla will be on Mars in 10 years.""",03:56:47 14040,2019-03-15,"Tesla just unveiled the Model Y, its new crossover SUV",03:51:19 14041,2019-03-15,"Since Musk mentioned the Gigafactory, @BW just published a feature about how Elon Musk tried to destroy a Tesla whistleblower who worked there",03:43:35 -14042,2019-03-15,️ Tesla is about to unveil its Model Y crossover. Follow along on our live blog,03:09:21 +14042,2019-03-15,Tesla is about to unveil its Model Y crossover. Follow along on our live blog,03:09:21 14043,2019-03-15,"""He has to be involved in the company... The title does not matter to me, as long as he is driving,"" billionaire investor Ron Baron said on Elon Musk's role in Tesla.",02:40:00 14044,2019-03-14,Tesla to unveil Model Y SUV as electric vehicle competition heats up,23:45:47 14045,2019-03-14,Tesla to unveil Model Y SUV as electric vehicle competition heats up,20:25:01 @@ -16549,7 +16549,7 @@ 16547,2018-08-08,Elon Musk has a plan to quiet Tesla critics for good,09:45:26 16548,2018-08-08,'Funding secured': Elon Musk says he is considering taking Tesla private in what would be the largest deal of its type,09:33:03 16549,2018-08-08,"To take Tesla private, Elon Musk would have to pull off the largest leveraged buyout in history",09:01:41 -16550,2018-08-08,"️ From the continued battle in California against wild fires to Elon Musk's musings on taking Tesla private, catch up on the latest headlines.",09:00:04 +16550,2018-08-08,"From the continued battle in California against wild fires to Elon Musk's musings on taking Tesla private, catch up on the latest headlines.",09:00:04 16551,2018-08-08,Elon Musk says he is considering taking Tesla private. @alexandriasage reports:,09:00:01 16552,2018-08-08,"In just 61 characters, Elon Musk changed the future of Tesla. Here is our second-by-second recap of a dramatic day",08:45:28 16553,2018-08-08,Here is Elon Musk's full announcement that he wants to take Tesla private.,07:53:33 @@ -17035,7 +17035,7 @@ 17033,2018-07-02,"Tesla shares closed down despite Model 3 goal announcement, as the company still has a lot to prove",20:02:50 17034,2018-07-02,"Despite more than doubling its Model 3 deliveries, Tesla handed over fewer of its sedans than expected with 18,440 shipments in Q2",19:23:51 17035,2018-07-02,Tesla finally makes good on elusive Model 3 production target,19:15:00 -17036,2018-07-02,"️ Tesla hits Model 3 target, Musk says it is becoming a 'real car company'",18:30:04 +17036,2018-07-02,"Tesla hits Model 3 target, Musk says it is becoming a 'real car company'",18:30:04 17037,2018-07-02,Ford's European boss escalates a growing feud with Tesla,18:00:33 17038,2018-07-02,Should Tesla really be worth $60B for hitting production targets for one week?,17:36:42 17039,2018-07-02,Tesla shares fall despite hitting Model 3 production target,17:31:40 @@ -17227,7 +17227,7 @@ 17225,2018-06-13,"Aston Martin’s amped-up, $240,000 Rapide is still not as fast as a Tesla",16:25:48 17226,2018-06-13,What Tesla's CFO learned about success when he thought the electric-car company might lay him off,15:15:22 17227,2018-06-13,"The $240,000 Aston Martin Rapide AMR is primed for the racetrack—but still not as fast as a Tesla",13:48:59 -17228,2018-06-13,"️ Daily Briefing: Brexit debate, Ivanka's mystifying tweet, Tesla cuts",11:00:07 +17228,2018-06-13,"Daily Briefing: Brexit debate, Ivanka's mystifying tweet, Tesla cuts",11:00:07 17229,2018-06-13,Tesla ditches Home Depot as sales partner for home solar products,07:56:48 17230,2018-06-13,Tesla to cut 9% of jobs in 'difficult but necessary' reorganization,06:44:58 17231,2018-06-13,"The $240,000 Aston Martin Rapide AMR is primed for the racetrack—but still not as fast as a Tesla",06:39:40 @@ -17626,7 +17626,7 @@ 17624,2018-05-07,"Elon Musk bought about $9.85 million worth of Tesla shares on Monday, his biggest purchase since March 2017",22:43:11 17625,2018-05-07,Tesla’s fate is unfolding at a former Toyota factory that Elon Musk acquired in Northern California.,21:00:03 17626,2018-05-07,Elon Musk buys $9.85 million in Tesla shares after taunting shorts,20:06:49 -17627,2018-05-07,️This 25-year-old finance nerd won over Elon Musk during Tesla's earnings call—here is how,18:10:52 +17627,2018-05-07,This 25-year-old finance nerd won over Elon Musk during Tesla's earnings call—here is how,18:10:52 17628,2018-05-07,"Tesla does not burn fuel, it burns cash",17:52:52 17629,2018-05-07,"Berkshire Hathaway, Wells Fargo, and Tesla are in the spotlight this morning.",13:01:20 17630,2018-05-07,"Warren Buffett to @ElonMusk: ""I do not suggest that he take on Snickers;"" Tesla's announcement this morning that it could raise additional capital is a ""counter-revelation""",11:34:09 @@ -17704,7 +17704,7 @@ 17702,2018-05-03,"Every CEO would love to go off like Tesla CEO Elon Musk did during his unusual post-earnings call, says @jimcramer.",15:45:00 17703,2018-05-03,"After Tesla's tense earnings call, here is what the major analysts had to say.",15:06:51 17704,2018-05-03,Tesla bull sounds off after conference call: 'We are reevaluating our stance on the company',14:54:44 -17705,2018-05-03,️ Tesla shares fell as much as 8.1% in early trading Thursday,14:46:08 +17705,2018-05-03,Tesla shares fell as much as 8.1% in early trading Thursday,14:46:08 17706,2018-05-03,"Tesla's earnings were better than expected, but its bizarre earnings call shows Elon Musk has a lot going on.",14:16:35 17707,2018-05-03,"Tesla's bizarre earnings call is the the best @jimcramer has ""heard in a long time.""",14:12:38 17708,2018-05-03,"Tesla shares, bonds drop as CEO Musk snubs Wall Street",14:10:16 @@ -17725,7 +17725,7 @@ 17723,2018-05-03,Tesla shares fell pre-market after Elon Musk went off-script in what a Morgan Stanley analyst called the “most unusual call I have experienced in 20 years on the sell-side”,12:17:57 17724,2018-05-03,Tesla plans to announce the location of a plant in China as early as in the third quarter,11:42:20 17725,2018-05-03,Elon Musk's most dumbfounding moments on Tesla's earnings call,11:32:47 -17726,2018-05-03,"️ “Daily Briefing: Tesla's tumble, Trump's tariffs & Theresa's tightrope”",08:41:02 +17726,2018-05-03,"“Daily Briefing: Tesla's tumble, Trump's tariffs & Theresa's tightrope”",08:41:02 17727,2018-05-03,"Elon Musk rejects ""boring"" analysts after Tesla burns $1 billion more",08:32:58 17728,2018-05-03,"Elon Musk snubs analysts, Tesla shares tumble",07:55:24 17729,2018-05-03,"The price of Musk cutting off analysts? For Tesla, it is $2 billion",06:47:22 @@ -17769,7 +17769,7 @@ 17767,2018-05-02,Nikola Motor sues Tesla alleging design patent violation,07:30:36 17768,2018-05-01,"Slowing installations of solar panels, investment guarantees add to Tesla’s challenges",21:15:09 17769,2018-05-01,"Tesla does not burn fuel, it burns cash",19:30:48 -17770,2018-05-01,️ Tesla might not have enough cash to make it through the calendar year #tictocnews,17:47:06 +17770,2018-05-01,Tesla might not have enough cash to make it through the calendar year #tictocnews,17:47:06 17771,2018-05-01,A man who put his Tesla on autopilot then moved into the passenger seat on a busy freeway has been banned from driving. via @cnbctech,04:40:03 17772,2018-05-01,"Tesla does not burn fuel, it burns cash. A complete guide to how Elon Musk raised, then spent, billions",00:48:21 17773,2018-04-30,"Early investor in Tesla, Skype and Hotmail says bitcoin will be bigger than all those combined",22:17:01 @@ -17828,7 +17828,7 @@ 17826,2018-04-23,"""I really love my Tesla. I am in the future. Thank you Elon,"" Kanye West said in one tweet.",23:54:05 17827,2018-04-23,"BYD, a Warren Buffett-backed Chinese electric carmaker, is getting more love from analysts than Tesla",23:23:49 17828,2018-04-23,Tesla’s cash burn has Elon Musk’s dreams living on borrowed time,22:03:25 -17829,2018-04-23,"️ In a series of tweets, @kanyewest raved about Tesla. @elonmusk previously said the rapper is ""obviously"" his inspiration",21:53:11 +17829,2018-04-23,"In a series of tweets, @kanyewest raved about Tesla. @elonmusk previously said the rapper is ""obviously"" his inspiration",21:53:11 17830,2018-04-23,"Kanye West praised his Tesla as the ""funnest car"" he is ever driven and thanked Elon Musk in a series of tweets on Monday.",19:26:58 17831,2018-04-23,A Kanye West and Elon Musk Tesla bromance in tweets,17:48:13 17832,2018-04-23,"Kanye West praised his Tesla as the ""funnest car"" he is ever driven and thanked Elon Musk in a series of tweets on Monday.",17:02:00 @@ -18201,7 +18201,7 @@ 18199,2018-03-23,Elon Musk's comically large pay package is an expression of Tesla's love,13:07:50 18200,2018-03-23,Elon Musk's comically large pay package is an expression of Tesla's love,06:06:14 18201,2018-03-22,Tesla shareholders approve CEO Musk's $2.6 billion compensation plan,14:06:05 -18202,2018-03-22,️ Here is what Tesla shareholders bought for $2.6 billion: a stronger guarantee that Elon Musk will stick around for at least the next decade,10:57:26 +18202,2018-03-22,Here is what Tesla shareholders bought for $2.6 billion: a stronger guarantee that Elon Musk will stick around for at least the next decade,10:57:26 18203,2018-03-22,Tesla shareholders approve a compensation package potentially worth $2.6 billion for CEO Elon Musk,10:21:01 18204,2018-03-22,Norway's wealth fund opposed Tesla chief's stock option plan,08:00:23 18205,2018-03-22,Tesla investors approve $2.6 billion award for CEO Elon Musk,00:37:53 From 619806af20b6dd42606b61721530d93b30d297b7 Mon Sep 17 00:00:00 2001 From: mega5800 Date: Sun, 26 Jul 2026 22:38:01 +0300 Subject: [PATCH 12/17] renamed RL logic files --- Code/3. RL Logic/{Abelation Test.ipynb => Abelation_Test.ipynb} | 0 ...indicators_and_sentiment.ipynb => Full_State_Space_Test.ipynb} | 0 2 files changed, 0 insertions(+), 0 deletions(-) rename Code/3. RL Logic/{Abelation Test.ipynb => Abelation_Test.ipynb} (100%) rename Code/3. RL Logic/{gym_anytrading_with_technical_indicators_and_sentiment.ipynb => Full_State_Space_Test.ipynb} (100%) diff --git a/Code/3. RL Logic/Abelation Test.ipynb b/Code/3. RL Logic/Abelation_Test.ipynb similarity index 100% rename from Code/3. RL Logic/Abelation Test.ipynb rename to Code/3. RL Logic/Abelation_Test.ipynb diff --git a/Code/3. RL Logic/gym_anytrading_with_technical_indicators_and_sentiment.ipynb b/Code/3. RL Logic/Full_State_Space_Test.ipynb similarity index 100% rename from Code/3. RL Logic/gym_anytrading_with_technical_indicators_and_sentiment.ipynb rename to Code/3. RL Logic/Full_State_Space_Test.ipynb From 0be7ea9dead796d5f88237bacd48258dd6b956eb Mon Sep 17 00:00:00 2001 From: mega5800 Date: Tue, 28 Jul 2026 22:54:07 +0300 Subject: [PATCH 13/17] updated window size to be 50 and created corresponding dataset --- .../predicting_close_LSTM.ipynb | 128 +- .../data with close predictions.csv | 3020 ++++++++--------- 2 files changed, 1573 insertions(+), 1575 deletions(-) diff --git a/Code/2. Close Price Prediction/predicting_close_LSTM.ipynb b/Code/2. Close Price Prediction/predicting_close_LSTM.ipynb index 82dcd03..346122f 100644 --- a/Code/2. Close Price Prediction/predicting_close_LSTM.ipynb +++ b/Code/2. Close Price Prediction/predicting_close_LSTM.ipynb @@ -18,7 +18,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 1, "metadata": { "cellView": "form", "colab": { @@ -51,7 +51,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -148,7 +148,7 @@ "4 4 2013-06-07 6.802667 6.860000 6.446667 6.533333 160674000" ] }, - "execution_count": 4, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -171,7 +171,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "metadata": { "id": "FUcYIRwMIVPV" }, @@ -180,7 +180,7 @@ "config = {\n", " # Configuration for data preprocessing and splitting\n", " \"data\": {\n", - " \"window_size\": 80, # Size of the sliding window for time series data\n", + " \"window_size\": 50, # Size of the sliding window for time series data\n", " \"test_split_date\": \"2019-01-01\", # Start of the fully held-out, out-of-sample test period (matches the RL notebook's own train/test split)\n", " \"val_fraction_of_train\": 0.1, # Share of the pre-test data reserved for early-stopping validation only\n", " }, \n", @@ -225,7 +225,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -278,7 +278,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -306,7 +306,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -334,7 +334,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "metadata": { "id": "KHo7IsI9ZknK" }, @@ -396,7 +396,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 8, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -410,9 +410,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Train samples: (1185, 80, 5)\n", - "Validation samples: (141, 80, 5)\n", - "Test samples: (252, 80, 5)\n" + "Train samples: (1215, 50, 5)\n", + "Validation samples: (141, 50, 5)\n", + "Test samples: (252, 50, 5)\n" ] } ], @@ -506,7 +506,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 9, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -519,9 +519,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Train data shape (1185, 80, 5) (1185,)\n", - "Validation data shape (141, 80, 5) (141,)\n", - "Test data shape (252, 80, 5) (252,)\n" + "Train data shape (1215, 50, 5) (1215,)\n", + "Validation data shape (141, 50, 5) (141,)\n", + "Test data shape (252, 50, 5) (252,)\n" ] } ], @@ -558,7 +558,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 10, "metadata": { "id": "6ynCp-tnJROi" }, @@ -625,7 +625,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 11, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -638,32 +638,30 @@ "name": "stdout", "output_type": "stream", "text": [ - "Epoch[1/50] | loss train:0.057190, val:0.016452 | lr:0.001000\n", - "Epoch[2/50] | loss train:0.016588, val:0.009058 | lr:0.001000\n", - "Epoch[3/50] | loss train:0.012299, val:0.009045 | lr:0.001000\n", - "Epoch[4/50] | loss train:0.010893, val:0.006769 | lr:0.001000\n", - "Epoch[5/50] | loss train:0.011354, val:0.008313 | lr:0.001000\n", - "Epoch[6/50] | loss train:0.009526, val:0.009413 | lr:0.001000\n", - "Epoch[7/50] | loss train:0.009650, val:0.004881 | lr:0.001000\n", - "Epoch[8/50] | loss train:0.008555, val:0.005491 | lr:0.001000\n", - "Epoch[9/50] | loss train:0.007575, val:0.007104 | lr:0.001000\n", - "Epoch[10/50] | loss train:0.007156, val:0.006611 | lr:0.001000\n", - "Epoch[11/50] | loss train:0.007047, val:0.005909 | lr:0.000100\n", - "Epoch[12/50] | loss train:0.006792, val:0.006176 | lr:0.000100\n", - "Epoch[13/50] | loss train:0.006825, val:0.004221 | lr:0.000100\n", - "Epoch[14/50] | loss train:0.006835, val:0.005035 | lr:0.000100\n", - "Epoch[15/50] | loss train:0.006089, val:0.003165 | lr:0.000100\n", - "Epoch[16/50] | loss train:0.006458, val:0.005399 | lr:0.000100\n", - "Epoch[17/50] | loss train:0.006067, val:0.004336 | lr:0.000100\n", - "Epoch[18/50] | loss train:0.006683, val:0.004441 | lr:0.000100\n", - "Epoch[19/50] | loss train:0.006319, val:0.004188 | lr:0.000100\n", - "Epoch[20/50] | loss train:0.006017, val:0.008713 | lr:0.000100\n", - "Epoch[21/50] | loss train:0.006596, val:0.005629 | lr:0.000010\n", - "Epoch[22/50] | loss train:0.005929, val:0.003791 | lr:0.000010\n", - "Epoch[23/50] | loss train:0.006111, val:0.003242 | lr:0.000010\n", - "Epoch[24/50] | loss train:0.005994, val:0.004399 | lr:0.000010\n", - "Epoch[25/50] | loss train:0.006315, val:0.003186 | lr:0.000010\n", - "Early stopping triggered after 25 epochs.\n" + "Epoch[1/50] | loss train:0.051672, val:0.006367 | lr:0.001000\n", + "Epoch[2/50] | loss train:0.015320, val:0.011705 | lr:0.001000\n", + "Epoch[3/50] | loss train:0.011598, val:0.010478 | lr:0.001000\n", + "Epoch[4/50] | loss train:0.010371, val:0.006143 | lr:0.001000\n", + "Epoch[5/50] | loss train:0.008718, val:0.006329 | lr:0.001000\n", + "Epoch[6/50] | loss train:0.008294, val:0.006802 | lr:0.001000\n", + "Epoch[7/50] | loss train:0.008077, val:0.004083 | lr:0.001000\n", + "Epoch[8/50] | loss train:0.007572, val:0.007934 | lr:0.001000\n", + "Epoch[9/50] | loss train:0.007032, val:0.005652 | lr:0.001000\n", + "Epoch[10/50] | loss train:0.007221, val:0.009352 | lr:0.001000\n", + "Epoch[11/50] | loss train:0.006578, val:0.004296 | lr:0.000100\n", + "Epoch[12/50] | loss train:0.006421, val:0.003844 | lr:0.000100\n", + "Epoch[13/50] | loss train:0.006093, val:0.002580 | lr:0.000100\n", + "Epoch[14/50] | loss train:0.006088, val:0.010651 | lr:0.000100\n", + "Epoch[15/50] | loss train:0.006137, val:0.004691 | lr:0.000100\n", + "Epoch[16/50] | loss train:0.005882, val:0.008356 | lr:0.000100\n", + "Epoch[17/50] | loss train:0.006131, val:0.009259 | lr:0.000100\n", + "Epoch[18/50] | loss train:0.005842, val:0.004842 | lr:0.000100\n", + "Epoch[19/50] | loss train:0.005095, val:0.004942 | lr:0.000100\n", + "Epoch[20/50] | loss train:0.005258, val:0.004340 | lr:0.000100\n", + "Epoch[21/50] | loss train:0.005732, val:0.006441 | lr:0.000010\n", + "Epoch[22/50] | loss train:0.005672, val:0.009252 | lr:0.000010\n", + "Epoch[23/50] | loss train:0.005600, val:0.004759 | lr:0.000010\n", + "Early stopping triggered after 23 epochs.\n" ] } ], @@ -760,7 +758,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 12, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -774,14 +772,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "Train | RMSE: 0.4594 | MAE: 0.3381 | MAPE: 2.13%\n", - "Validation | RMSE: 0.8731 | MAE: 0.6467 | MAPE: 3.08%\n", - "Test (out-of-sample) | RMSE: 0.7028 | MAE: 0.5021 | MAPE: 2.70%\n" + "Train | RMSE: 0.4537 | MAE: 0.3333 | MAPE: 2.11%\n", + "Validation | RMSE: 0.8753 | MAE: 0.6518 | MAPE: 3.09%\n", + "Test (out-of-sample) | RMSE: 0.7017 | MAE: 0.5062 | MAPE: 2.74%\n" ] }, { "data": { - "image/png": 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", + "image/png": 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", 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"text/plain": [ "
" ] @@ -929,7 +927,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -945,7 +943,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -991,7 +989,7 @@ " 9.986667\n", " 92826000\n", " 0\n", - " 10.413479\n", + " 10.416218\n", " \n", " \n", " 149\n", @@ -1003,7 +1001,7 @@ " 10.000000\n", " 70425000\n", " 0\n", - " 10.252491\n", + " 10.277616\n", " \n", " \n", " 150\n", @@ -1015,7 +1013,7 @@ " 10.000000\n", " 80416500\n", " 0\n", - " 10.313277\n", + " 10.310521\n", " \n", " \n", " 151\n", @@ -1027,7 +1025,7 @@ " 9.841333\n", " 75511500\n", " 0\n", - " 10.188887\n", + " 10.203410\n", " \n", " \n", " 152\n", @@ -1039,7 +1037,7 @@ " 9.923333\n", " 92448000\n", " 0\n", - " 10.207972\n", + " 10.212259\n", " \n", " \n", "\n", @@ -1054,14 +1052,14 @@ "152 152 2014-01-08 10.085333 10.246667 9.917333 9.923333 \n", "\n", " Volume Sentiment Predicted_Close \n", - "148 92826000 0 10.413479 \n", - "149 70425000 0 10.252491 \n", - "150 80416500 0 10.313277 \n", - "151 75511500 0 10.188887 \n", - "152 92448000 0 10.207972 " + "148 92826000 0 10.416218 \n", + "149 70425000 0 10.277616 \n", + "150 80416500 0 10.310521 \n", + "151 75511500 0 10.203410 \n", + "152 92448000 0 10.212259 " ] }, - "execution_count": 16, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -1086,7 +1084,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ diff --git a/Data/TESLA data/3. LSTM data/data with close predictions.csv b/Data/TESLA data/3. LSTM data/data with close predictions.csv index d7b9db6..bd893ed 100644 --- a/Data/TESLA data/3. LSTM data/data with close predictions.csv +++ b/Data/TESLA data/3. LSTM data/data with close predictions.csv @@ -1,1511 +1,1511 @@ ,Unnamed: 0,Date,Close,High,Low,Open,Volume,Sentiment,Predicted_Close -148,148,2014-01-02,10.006667137145996,10.165332794189451,9.770000457763672,9.986666679382324,92826000,0,10.413478921750118 -149,149,2014-01-03,9.970666885375977,10.145999908447266,9.90666675567627,10.0,70425000,0,10.252490938587869 -150,150,2014-01-06,9.800000190734863,10.026666641235352,9.682666778564451,10.0,80416500,0,10.313277477419298 -151,151,2014-01-07,9.957332611083984,10.026666641235352,9.68333339691162,9.841333389282228,75511500,0,10.188886898811372 -152,152,2014-01-08,10.085332870483398,10.24666690826416,9.917332649230955,9.923333168029783,92448000,0,10.207971801369482 -153,153,2014-01-09,9.835332870483398,10.228667259216309,9.789999961853027,10.166666984558104,80730000,0,10.258444499702406 -154,154,2014-01-10,9.714667320251465,9.92666721343994,9.483332633972168,9.897333145141602,111691500,1,10.245336467470375 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-251,251,2014-06-02,13.646666526794434,13.956666946411133,13.444666862487791,13.821999549865724,70021500,0,14.025129438718778 -252,252,2014-06-03,13.662667274475098,13.866666793823242,13.505999565124512,13.565999984741213,57912000,1,13.802456419461466 -253,253,2014-06-04,13.599332809448242,13.750666618347168,13.359999656677246,13.623332977294922,51411000,0,13.727639677716398 -254,254,2014-06-05,13.793333053588867,13.946666717529297,13.603333473205566,13.631333351135254,60819000,0,13.642071076539278 -255,255,2014-06-06,13.878000259399414,14.053999900817873,13.812000274658203,13.983332633972168,46107000,1,13.750226789308606 -256,256,2014-06-09,13.687333106994627,13.999333381652832,13.613332748413086,13.863332748413086,42085500,-1,13.890376458754972 -257,257,2014-06-10,13.486666679382324,13.79800033569336,13.436667442321776,13.628666877746582,52720500,-1,13.826376040980126 -258,258,2014-06-11,13.631333351135254,13.666666984558104,13.283332824707031,13.43333339691162,59662500,0,13.651291569333917 -259,259,2014-06-12,13.567999839782717,13.991999626159668,13.513999938964844,13.673333168029783,89905500,1,13.580427195770842 -260,260,2014-06-13,13.761333465576172,13.78600025177002,13.43866729736328,13.652000427246094,53164500,1,13.64960820721291 -261,261,2014-06-16,14.973999977111816,15.03266716003418,13.750666618347168,13.784000396728516,198696000,0,13.696949944266391 -262,262,2014-06-17,15.444666862487791,15.702667236328123,14.856666564941406,14.940667152404783,199573500,0,14.325661416033745 -263,263,2014-06-18,15.141332626342772,15.447333335876465,15.074666976928713,15.43333339691162,104103000,1,15.201209243380037 -264,264,2014-06-19,15.185999870300291,15.687333106994627,15.133333206176758,15.2586669921875,131896500,1,15.432338802093826 -265,265,2014-06-20,15.305999755859377,15.419333457946776,15.079999923706056,15.23466682434082,73558500,0,15.442406165890601 -266,266,2014-06-23,15.814666748046877,15.932666778564451,15.214667320251465,15.300666809082031,116866500,0,15.422048179755256 -267,267,2014-06-24,15.5,16.125333786010742,15.44200038909912,15.9313325881958,121138500,0,15.567495747689946 -268,268,2014-06-25,15.792667388916016,15.83666706085205,15.349332809448242,15.536666870117188,87024000,0,15.610998202658056 -269,269,2014-06-26,15.706666946411133,16.02666664123535,15.61400032043457,15.81133270263672,76821000,0,15.675793774121928 -270,270,2014-06-27,15.937333106994627,16.0,15.633333206176758,15.645999908447266,84525000,0,15.736384521646517 -271,271,2014-06-30,16.003999710083008,16.299333572387695,15.93333339691162,15.970000267028809,72429000,0,15.800448455505286 -272,272,2014-07-01,15.981332778930664,16.229333877563477,15.91333293914795,16.163999557495117,65041500,0,15.983592921681675 -273,273,2014-07-02,15.295332908630373,16.155332565307617,15.137999534606934,16.04400062561035,120411000,0,16.031590344124268 -274,274,2014-07-03,15.283332824707031,15.460000038146973,14.93333339691162,15.419333457946776,77500500,0,15.560256719979543 -275,275,2014-07-07,14.843999862670898,15.3186674118042,14.69333267211914,15.166666984558104,88405500,1,15.293274740964682 -276,276,2014-07-08,14.604666709899902,14.730667114257812,14.284667015075684,14.576666831970217,117543000,1,14.990138019961034 -277,277,2014-07-09,14.870667457580566,14.947999954223633,14.61400032043457,14.751333236694336,61731000,0,14.641870173533892 -278,278,2014-07-10,14.630666732788086,14.814666748046877,14.402667045593262,14.478667259216309,72958500,-1,14.772205572302028 -279,279,2014-07-11,14.541999816894531,14.773332595825195,14.506667137145996,14.707332611083984,49534500,-1,14.664770745460476 -280,280,2014-07-14,15.113332748413086,15.252667427062988,14.363332748413086,14.666000366210938,108048000,0,14.615557594365791 -281,281,2014-07-15,14.638667106628418,15.17666721343994,14.539999961853027,15.11533260345459,85777500,0,14.794126186126725 -282,282,2014-07-16,14.477333068847656,14.986666679382324,14.454667091369627,14.788000106811523,60667500,-1,14.787483303641707 -283,283,2014-07-17,14.359999656677246,14.703332901000977,14.239999771118164,14.410667419433594,69741000,1,14.67726290461881 -284,284,2014-07-18,14.66800022125244,14.747332572937012,14.395333290100098,14.396666526794434,63805500,0,14.492282337249693 -285,285,2014-07-21,14.702667236328123,14.880666732788086,14.447999954223633,14.483332633972168,57333000,-1,14.564729916165433 -286,286,2014-07-22,14.638667106628418,14.886667251586914,14.607333183288574,14.812666893005373,40950000,0,14.635218914300978 -287,287,2014-07-23,14.832667350769045,14.983332633972168,14.628666877746582,14.667332649230955,46249500,0,14.679310230365866 -288,288,2014-07-24,14.902667045593262,15.006667137145996,14.720000267028809,14.883333206176758,48682500,0,14.75445852136468 -289,289,2014-07-25,14.904666900634766,15.131333351135254,14.783332824707031,14.847999572753906,46306500,0,14.820916846935711 -290,290,2014-07-28,14.98799991607666,15.466667175292969,14.760000228881836,14.949999809265137,97714500,0,14.870563767888925 -291,291,2014-07-29,15.000666618347168,15.220000267028809,14.990667343139648,15.107333183288574,50736000,0,14.955068097175536 -292,292,2014-07-30,15.261333465576172,15.30666732788086,14.736000061035156,14.79466724395752,73917000,1,15.02149977497608 -293,293,2014-07-31,14.886667251586914,15.42666721343994,14.766667366027832,15.284000396728516,116236500,1,15.06560244214138 -294,294,2014-08-01,15.5513334274292,15.833333015441896,15.06666660308838,15.072667121887209,178437000,1,14.976571148327853 -295,295,2014-08-04,15.90133285522461,16.03333282470703,15.5513334274292,15.625332832336426,89395500,1,15.306891994487392 -296,296,2014-08-05,15.899333000183104,16.19933319091797,15.71266746520996,15.83133316040039,80829000,0,15.78333582940668 -297,297,2014-08-06,16.595333099365234,16.761333465576172,15.905332565307615,15.92666721343994,138739500,0,15.944558809180467 -298,298,2014-08-07,16.826000213623047,17.112667083740234,16.607999801635742,16.674667358398438,112183500,-1,16.161278942622666 -299,299,2014-08-08,16.54199981689453,16.784000396728516,16.433332443237305,16.743999481201172,76351500,-1,16.58858067705172 -300,300,2014-08-11,17.288000106811523,17.582666397094727,17.0,17.031999588012695,121519500,1,16.624429394587416 -301,301,2014-08-12,17.33066749572754,17.35333251953125,16.972000122070312,17.205333709716797,95734500,-1,16.940566221317575 -302,302,2014-08-13,17.354000091552734,17.709333419799805,17.30733299255371,17.46733283996582,103989000,-1,17.087609832881597 -303,303,2014-08-14,17.42533302307129,17.53333282470703,17.100000381469727,17.499332427978516,61899000,0,17.258453242048702 -304,304,2014-08-15,17.46733283996582,17.472667694091797,17.233333587646484,17.43199920654297,58018500,0,17.286526759307474 -305,305,2014-08-18,17.32933235168457,17.817333221435547,17.316667556762695,17.549999237060547,87738000,0,17.337458236340478 -306,306,2014-08-19,17.117332458496094,17.288667678833008,16.774667739868164,17.257999420166016,80022000,0,17.38850808046334 -307,307,2014-08-20,17.047332763671875,17.249332427978516,16.866666793823242,16.97800064086914,45418500,0,17.089666385191556 -308,308,2014-08-21,16.95599937438965,17.253332138061523,16.884000778198242,17.101333618164062,43734000,0,17.056735203967126 -309,309,2014-08-22,17.118667602539062,17.1299991607666,16.840667724609375,16.96933364868164,42501000,0,17.05784263431963 -310,310,2014-08-25,17.503332138061523,17.57866668701172,17.21266746520996,17.21266746520996,64771500,0,17.089486952823545 -311,311,2014-08-26,17.44933319091797,17.700000762939453,17.444000244140625,17.665332794189453,57270000,0,17.349475834520085 -312,312,2014-08-27,17.549999237060547,17.615999221801758,17.3526668548584,17.566667556762695,44776500,-1,17.49002588823553 -313,313,2014-08-28,17.590667724609375,17.631999969482422,17.44266700744629,17.459333419799805,42673500,0,17.52541619127758 -314,314,2014-08-29,17.979999542236328,18.13333320617676,17.833999633789062,17.913333892822266,96706500,1,17.586313813070262 -315,315,2014-09-02,18.94133377075196,18.99266624450684,18.286666870117188,18.36666679382324,147786000,1,17.891480317211236 -316,316,2014-09-03,18.746000289916992,19.200000762939453,18.67333221435547,19.17799949645996,101584500,-1,18.390883695148283 -317,317,2014-09-04,19.06933212280273,19.42799949645996,18.69333267211914,18.93400001525879,125125500,1,18.74632610474766 -318,318,2014-09-05,18.49266624450684,18.86000061035156,18.16733360290528,18.83666610717773,167548500,-1,18.844267041167534 -319,319,2014-09-08,18.80733299255371,18.992000579833984,18.501333236694336,18.507999420166016,82524000,1,18.432683667157793 -320,320,2014-09-09,18.565332412719727,19.03266716003418,18.46666717529297,18.86599922180176,68382000,1,18.741315352679116 -321,321,2014-09-10,18.739999771118164,18.76066780090332,18.24399948120117,18.63333320617676,56719500,0,18.74378588629822 -322,322,2014-09-11,18.687332153320312,18.98600006103516,18.57533264160156,18.69733238220215,56491500,-1,18.631856266497763 -323,323,2014-09-12,18.61333274841309,18.826000213623047,18.46666717529297,18.700000762939453,49869000,0,18.736071265690867 -324,324,2014-09-15,16.923999786376953,18.293333053588867,16.608667373657227,18.291332244873047,246831000,-1,18.68499714113932 -325,325,2014-09-16,17.382667541503906,17.497333526611328,16.827999114990234,17.010000228881836,124501500,-1,17.384101182656288 -326,326,2014-09-17,17.42533302307129,17.64666748046875,17.299999237060547,17.493999481201172,77665500,1,17.27380745673875 -327,327,2014-09-18,17.58799934387207,17.706666946411133,17.488000869750977,17.55733299255371,55389000,0,17.467568676936807 -328,328,2014-09-19,17.288000106811523,17.428667068481445,17.01799964904785,17.19933319091797,102163500,0,17.57345599065587 -329,329,2014-09-22,16.66866683959961,17.06800079345703,16.31399917602539,17.0,123211500,0,17.26778069013172 -330,330,2014-09-23,16.694000244140625,16.920000076293945,16.333332061767578,16.347999572753906,84880500,0,16.657554940643504 -331,331,2014-09-24,16.80933380126953,16.856000900268555,16.46933364868164,16.7413330078125,56242500,0,16.559890861811752 -332,332,2014-09-25,16.463333129882812,16.997333526611328,16.406667709350586,16.834667205810547,72513000,0,16.69080213164732 -333,333,2014-09-26,16.440000534057617,16.648666381835938,16.404666900634766,16.549999237060547,56931000,0,16.610995701105594 -334,334,2014-09-29,16.35066795349121,16.576000213623047,16.091999053955078,16.266666412353516,72790500,0,16.555645003947983 -335,335,2014-09-30,16.178667068481445,16.510000228881836,16.007999420166016,16.461332321166992,63574500,0,16.380139752472594 -336,336,2014-10-01,16.016000747680664,16.17733383178711,15.710000038146973,16.14666748046875,89125500,0,16.26735279073513 -337,337,2014-10-02,16.761333465576172,16.8526668548584,16.357332229614258,16.68000030517578,134973000,-1,15.99231874626758 -338,338,2014-10-03,17.013999938964844,17.100000381469727,16.735332489013672,16.87066650390625,81094500,0,16.32024819024264 -339,339,2014-10-06,17.374666213989258,17.499332427978516,17.18666648864746,17.275333404541016,115699500,0,16.780658049520195 -340,340,2014-10-07,17.30466651916504,17.430667877197266,17.048667907714844,17.235332489013672,67282500,1,17.108260337481575 -341,341,2014-10-08,17.28533363342285,17.525333404541016,16.842666625976562,17.34000015258789,75826500,0,17.226684364945616 -342,342,2014-10-09,17.134000778198242,17.702667236328125,16.959999084472656,17.483333587646484,110419500,-1,17.183915846635703 -343,343,2014-10-10,15.793999671936035,16.392667770385742,15.68000030517578,16.30933380126953,193324500,1,17.088063027083077 -344,344,2014-10-13,14.97266674041748,15.93066692352295,14.733332633972168,15.904666900634766,169030500,0,16.090381365573357 -345,345,2014-10-14,15.137332916259766,15.498000144958496,14.866666793823242,15.216667175292969,106579500,0,15.38160335917195 -346,346,2014-10-15,15.313332557678224,15.399333000183104,14.48799991607666,14.666666984558104,137209500,0,15.244315684556227 -347,347,2014-10-16,15.09000015258789,15.32800006866455,14.606666564941406,14.64799976348877,80989500,0,15.11924100486999 -348,348,2014-10-17,15.165332794189451,15.65133285522461,15.103333473205566,15.558667182922363,158241000,-1,15.103214829315974 -349,349,2014-10-20,15.364666938781738,15.493332862854004,15.034000396728516,15.114666938781738,52416000,1,15.194014223946631 -350,350,2014-10-21,15.689332962036133,15.692667007446287,15.386667251586914,15.618000030517578,61954500,1,15.34755715996105 -351,351,2014-10-22,15.40666675567627,15.826000213623049,15.370667457580566,15.54599952697754,61749000,0,15.549741534026136 -352,352,2014-10-23,15.685999870300291,15.751999855041504,15.466667175292969,15.644000053405762,52386000,-1,15.521537782617987 -353,353,2014-10-24,15.682666778564451,15.853333473205566,15.41333293914795,15.751333236694336,51949500,0,15.60648604919264 -354,354,2014-10-27,14.777999877929688,15.640666961669922,14.687333106994627,15.616666793823242,143299500,0,15.640482412823655 -355,355,2014-10-28,16.184667587280273,16.30666732788086,15.216667175292969,15.30666732788086,157744500,-1,15.103297746979946 -356,356,2014-10-29,15.873332977294922,16.100000381469727,15.709333419799805,16.075332641601562,74437500,1,15.582924594347679 -357,357,2014-10-30,15.910667419433594,16.03333282470703,15.670666694641112,15.87600040435791,48426000,0,15.905429707089647 -358,358,2014-10-31,16.113332748413086,16.20800018310547,15.916666984558104,16.167333602905273,56629500,0,15.969348186005302 -359,359,2014-11-03,16.172666549682617,16.503999710083008,16.08799934387207,16.200000762939453,63057000,1,16.09949639025588 -360,360,2014-11-04,15.928667068481444,16.156667709350586,15.768667221069336,16.03266716003418,55239000,0,16.222467201146753 -361,361,2014-11-05,15.39799976348877,16.090667724609375,15.368666648864746,16.066667556762695,135688500,1,16.04995065798923 -362,362,2014-11-06,16.08133316040039,16.445999145507812,15.233332633972168,15.63266658782959,230320500,1,15.626854081355354 -363,363,2014-11-07,16.01333236694336,16.189332962036133,15.813332557678224,16.145999908447266,77415000,0,15.819604393492579 -364,364,2014-11-10,16.1286678314209,16.191999435424805,15.786666870117188,15.940667152404783,68658000,0,16.121109735255516 -365,365,2014-11-11,16.738666534423828,16.788000106811523,16.133333206176758,16.170000076293945,119232000,0,16.15571799604003 -366,366,2014-11-12,16.606666564941406,16.82266616821289,16.371999740600586,16.648000717163086,88062000,0,16.34524234213293 -367,367,2014-11-13,16.780000686645508,17.049999237060547,16.683332443237305,16.70800018310547,93540000,0,16.505201806335915 -368,368,2014-11-14,17.245332717895508,17.25666618347168,16.566667556762695,16.666667938232422,91516500,0,16.668379277155193 -369,369,2014-11-17,16.93199920654297,17.266666412353516,16.801332473754883,17.166000366210938,60385500,-1,16.844784482719938 -370,370,2014-11-18,17.18000030517578,17.332666397094727,17.034000396728516,17.05733299255371,67095000,-1,16.96086223165869 -371,371,2014-11-19,16.516000747680664,16.79199981689453,16.373332977294922,16.707332611083984,118777500,0,17.10121330726103 -372,372,2014-11-20,16.58066749572754,16.728666305541992,16.399999618530273,16.530000686645508,53808000,0,16.565929950736347 -373,373,2014-11-21,16.185333251953125,16.851999282836914,16.14466667175293,16.81399917602539,112276500,0,16.59822201037661 -374,374,2014-11-24,16.447999954223633,16.50666618347168,16.042667388916016,16.34666633605957,71845500,1,16.301901564469354 -375,375,2014-11-25,16.53933334350586,16.648000717163086,16.4060001373291,16.489999771118164,47397000,1,16.298532017627508 -376,376,2014-11-26,16.562667846679688,16.600000381469727,16.440000534057617,16.555999755859375,29718000,0,16.507974024281477 -377,377,2014-11-28,16.301332473754883,16.445999145507812,16.167999267578125,16.356666564941406,31795500,0,16.580344270031844 -378,378,2014-12-01,15.442667007446287,16.1646671295166,15.267333030700684,16.077333450317383,129291000,0,16.46501605792672 -379,379,2014-12-02,15.428667068481444,15.658666610717772,15.199999809265137,15.637999534606934,88305000,0,15.766637541236017 -380,380,2014-12-03,15.286666870117188,15.314666748046877,15.033332824707031,15.083333015441896,79615500,-1,15.476621599689462 -381,381,2014-12-04,15.218667030334473,15.393333435058594,15.187333106994627,15.239999771118164,57834000,1,15.255069911330077 -382,382,2014-12-05,14.913999557495115,15.292667388916016,14.817333221435549,15.244667053222656,90954000,0,15.2169150386775 -383,383,2014-12-08,14.290666580200195,14.990667343139648,14.156000137329102,14.769332885742188,138384000,0,15.012066646327197 -384,384,2014-12-09,14.459333419799805,14.51533317565918,13.618000030517578,13.956000328063965,141472500,1,14.556169851031134 -385,385,2014-12-10,13.989333152770996,14.451333045959473,13.846667289733888,14.275333404541016,109711500,-1,14.3129518256365 -386,386,2014-12-11,13.925333023071287,14.362000465393066,13.881999969482422,14.035332679748535,100416000,0,14.216984159656176 -387,387,2014-12-12,13.800000190734863,14.112000465393066,13.633333206176758,13.654666900634766,107607000,-1,14.13867006496275 -388,388,2014-12-15,13.602666854858398,13.986666679382324,13.511333465576172,13.952667236328123,78274500,0,13.959262948597042 -389,389,2014-12-16,13.187333106994627,13.57866668701172,13.024666786193848,13.392666816711426,126391500,0,13.804046059127733 -390,390,2014-12-17,13.721332550048828,13.776666641235352,12.84333324432373,12.870667457580566,110517000,0,13.389458467676304 -391,391,2014-12-18,14.550666809082031,14.562666893005373,14.119999885559082,14.158666610717772,112249500,0,13.456746334093493 -392,392,2014-12-19,14.619333267211914,14.69333267211914,14.300000190734863,14.679332733154297,103657500,-1,14.210693828995723 -393,393,2014-12-22,14.84000015258789,14.937333106994627,14.550666809082031,14.666666984558104,71991000,0,14.550361486880156 -394,394,2014-12-23,14.731332778930664,14.954667091369627,14.63466739654541,14.920666694641112,67585500,0,14.811807558504468 -395,395,2014-12-24,14.817333221435549,14.833333015441896,14.616666793823242,14.65133285522461,19983000,0,14.843077351395854 -396,396,2014-12-26,15.187999725341797,15.233332633972168,14.766667366027832,14.767333030700684,49905000,1,14.85985452060922 -397,397,2014-12-29,15.047332763671877,15.194000244140623,14.934666633605955,15.126667022705078,42037500,0,15.003197369933543 -398,398,2014-12-30,14.815333366394045,15.043333053588867,14.760000228881836,14.932666778564451,43548000,0,15.036849194281462 -399,399,2014-12-31,14.827333450317385,15.045332908630373,14.81666660308838,14.87266731262207,34462500,1,14.897773569598154 -400,400,2015-01-02,14.620667457580566,14.883333206176758,14.21733283996582,14.857999801635742,71466000,0,14.871357130896337 -401,401,2015-01-05,14.005999565124512,14.43333339691162,13.810667037963867,14.303333282470703,80527500,0,14.633204852741226 -402,402,2015-01-06,14.085332870483398,14.279999732971191,13.61400032043457,14.003999710083008,93928500,0,14.187054160819848 -403,403,2015-01-07,14.063332557678224,14.3186674118042,13.985333442687988,14.223333358764648,44526000,0,14.015691393283086 -404,404,2015-01-08,14.041333198547363,14.25333309173584,14.000666618347168,14.187333106994627,51637500,0,14.082100308181735 -405,405,2015-01-09,13.77733325958252,13.998666763305664,13.663999557495115,13.928000450134276,70024500,0,14.090788088370939 -406,406,2015-01-12,13.480667114257812,13.631333351135254,13.283332824707031,13.536666870117188,89254500,1,13.89178678745537 -407,407,2015-01-13,13.616666793823242,13.84066677093506,13.394000053405762,13.554667472839355,67159500,-1,13.597298937253951 -408,408,2015-01-14,12.845999717712402,13.013333320617676,12.333333015441896,12.388667106628418,173278500,-1,13.617636224323839 -409,409,2015-01-15,12.791333198547363,13.050000190734863,12.666666984558104,12.965999603271484,78247500,-1,12.853631168847917 -410,410,2015-01-16,12.871333122253418,12.965999603271484,12.643333435058594,12.713333129882812,54048000,0,12.957079392103026 -411,411,2015-01-20,12.795332908630373,12.941332817077637,12.469332695007324,12.924667358398438,67548000,0,12.972538012636438 -412,412,2015-01-21,13.104666709899902,13.245332717895508,12.633999824523926,12.636667251586914,62295000,0,12.88755772624645 -413,413,2015-01-22,13.441332817077637,13.54933261871338,13.013333320617676,13.133333206176758,61753500,1,13.0369372364525 -414,414,2015-01-23,13.419333457946776,13.56666660308838,13.222000122070312,13.352666854858398,51579000,1,13.311800915774626 -415,415,2015-01-26,13.770000457763672,13.907999992370604,13.403332710266112,13.45533275604248,48517500,0,13.438751137174945 -416,416,2015-01-27,13.732000350952148,13.868666648864746,13.553333282470703,13.628000259399414,41715000,0,13.669133556747438 -417,417,2015-01-28,13.291333198547363,13.758000373840332,13.227999687194824,13.740667343139648,47244000,1,13.758626603613559 -418,418,2015-01-29,13.68000030517578,13.732000350952148,13.100000381469728,13.404666900634766,53221500,-1,13.551455059846292 -419,419,2015-01-30,13.57333278656006,13.83133316040039,13.533332824707031,13.597332954406738,45105000,0,13.54926010909281 -420,420,2015-02-02,14.062666893005373,14.130000114440918,13.553333282470703,13.597999572753906,62238000,0,13.631144883629238 -421,421,2015-02-03,14.557332992553713,14.691332817077637,14.084667205810549,14.214667320251465,72393000,0,13.850727854129449 -422,422,2015-02-04,14.56999969482422,14.76533317565918,14.453332901000977,14.552666664123535,49581000,0,14.291367495749146 -423,423,2015-02-05,14.732666969299316,15.031999588012695,14.642666816711426,14.658666610717772,52843500,0,14.538812015365671 -424,424,2015-02-06,14.490667343139648,14.893333435058594,14.43333339691162,14.800000190734863,48658500,1,14.7338775801929 -425,425,2015-02-09,14.498666763305664,14.528667449951172,14.13266658782959,14.358667373657228,52086000,-1,14.645311802898412 -426,426,2015-02-10,14.419333457946776,14.699999809265137,14.333333015441896,14.50333309173584,80857500,-1,14.473280109551268 -427,427,2015-02-11,14.186667442321776,14.315999984741213,13.8186674118042,14.147333145141602,146536500,-1,14.456504761370054 -428,428,2015-02-12,13.525333404541016,13.53933334350586,12.885333061218262,12.904666900634766,234744000,-1,14.178183791806903 -429,429,2015-02-13,13.584667205810549,13.732666969299316,13.394000053405762,13.526666641235352,92865000,-1,13.429544241420372 -430,430,2015-02-17,13.623332977294922,13.713333129882812,13.43333339691162,13.713333129882812,59694000,-1,13.756708935355704 -431,431,2015-02-18,13.630666732788086,13.744667053222656,13.506667137145996,13.611332893371582,40704000,0,13.759595635522535 -432,432,2015-02-19,14.11400032043457,14.162667274475098,13.583333015441896,13.666666984558104,77311500,0,13.747032456110285 -433,433,2015-02-20,14.473999977111816,14.506667137145996,13.987333297729492,14.052000045776367,89731500,0,13.935512561666345 -434,434,2015-02-23,13.822667121887209,14.546667098999023,13.755332946777344,14.37733268737793,127497000,-1,14.2538797278748 -435,435,2015-02-24,13.607333183288574,13.81933307647705,13.446666717529297,13.81933307647705,99054000,-1,14.099821621864672 -436,436,2015-02-25,13.583999633789062,13.809332847595217,13.505332946777344,13.662667274475098,58642500,0,13.838064639351 -437,437,2015-02-26,13.812666893005373,14.072667121887209,13.481332778930664,13.600000381469728,97093500,0,13.739632509858746 -438,438,2015-02-27,13.555999755859377,13.903332710266112,13.520000457763672,13.793333053588867,58231500,0,13.797052810056734 -439,439,2015-03-02,13.155332565307615,13.555999755859377,13.055333137512209,13.513333320617676,118831500,0,13.726174353845018 -440,440,2015-03-03,13.303999900817873,13.349332809448242,13.021332740783691,13.120667457580566,66484500,0,13.3747275315907 -441,441,2015-03-04,13.496000289916992,13.501333236694336,13.147333145141602,13.283332824707031,63330000,-1,13.339031416549314 -442,442,2015-03-05,13.375332832336426,13.746000289916992,13.34333324432373,13.523332595825195,73155000,0,13.428364940998948 -443,443,2015-03-06,12.925333023071287,13.383333206176758,12.8100004196167,13.280667304992676,100686000,1,13.493876208448965 -444,444,2015-03-09,12.725333213806152,12.965999603271484,12.550000190734863,12.959333419799805,101050500,-1,13.184562728490057 -445,445,2015-03-10,12.687999725341797,12.899999618530272,12.506667137145996,12.564000129699709,83695500,-1,12.911383868114658 -446,446,2015-03-11,12.916000366210938,13.07866668701172,12.734000205993652,12.743332862854004,74623500,-1,12.833388818254203 -447,447,2015-03-12,12.73799991607666,12.963333129882812,12.649999618530272,12.916666984558104,62239500,-1,12.975638866184307 -448,448,2015-03-13,12.57866668701172,12.783332824707031,12.48799991607666,12.596667289733888,81514500,1,12.927243115721437 -449,449,2015-03-16,13.046667098999023,13.060667037963867,12.653332710266112,12.800000190734863,84432000,1,12.78146463589425 -450,450,2015-03-17,12.982000350952148,13.247332572937012,12.929332733154297,13.028667449951172,73411500,1,12.962675302502975 -451,451,2015-03-18,13.380666732788086,13.392000198364258,12.87399959564209,12.997332572937012,72313500,1,13.10412361067777 -452,452,2015-03-19,13.043333053588867,13.63933277130127,12.968667030334473,13.466667175292969,127128000,1,13.27987846496008 -453,453,2015-03-20,13.20533275604248,13.265999794006348,13.041333198547363,13.16333293914795,64042500,1,13.216176817860251 -454,454,2015-03-23,13.308667182922363,13.366666793823242,13.164667129516602,13.233332633972168,39474000,0,13.303728401648401 -455,455,2015-03-24,13.447999954223633,13.586000442504885,13.31666660308838,13.43866729736328,54748500,0,13.389026761654215 -456,456,2015-03-25,12.953332901000977,13.239333152770996,12.846667289733888,13.218000411987305,85956000,-1,13.49155572787916 -457,457,2015-03-26,12.694000244140623,12.986000061035156,12.646666526794434,12.928000450134276,61920000,0,13.189803416218286 -458,458,2015-03-27,12.333333015441896,12.619333267211914,12.09333324432373,12.604666709899902,129073500,0,12.9562390464661 -459,459,2015-03-30,12.704667091369627,12.81666660308838,12.119999885559082,12.390000343322754,151342500,-1,12.484392376863177 -460,460,2015-03-31,12.584667205810549,12.917332649230955,12.560667037963867,12.902000427246094,75399000,-1,12.47151743674656 -461,461,2015-04-01,12.505999565124512,12.81999969482422,12.403332710266112,12.579999923706056,56919000,1,12.770822523999872 -462,462,2015-04-02,12.733332633972168,12.881999969482422,12.666666984558104,12.682000160217283,75156000,1,12.76412549615888 -463,463,2015-04-06,13.539999961853027,13.850000381469728,13.166666984558104,13.199999809265137,186837000,1,12.862481385105049 -464,464,2015-04-07,13.550000190734863,13.670666694641112,13.40933322906494,13.500666618347168,65218500,0,13.290761438707055 -465,465,2015-04-08,13.844667434692385,14.0600004196167,13.724666595458984,13.880000114440918,94546500,1,13.676288513473507 -466,466,2015-04-09,14.005999565124512,14.024666786193848,13.7413330078125,13.895333290100098,57003000,1,13.924884168214176 -467,467,2015-04-10,14.0600004196167,14.109999656677246,13.93333339691162,13.989999771118164,61015500,0,14.025454917865355 -468,468,2015-04-13,13.985333442687988,14.199999809265137,13.936667442321776,14.029333114624023,56373000,0,14.099084710853962 -469,469,2015-04-14,13.830666542053224,13.965999603271484,13.699999809265137,13.904666900634766,45390000,0,14.093050538716177 -470,470,2015-04-15,13.85533332824707,13.97266674041748,13.773332595825195,13.830666542053224,29286000,1,13.948319273778345 -471,471,2015-04-16,13.779999732971191,13.944666862487791,13.752667427062988,13.846667289733888,24886500,0,13.932225841436862 -472,472,2015-04-17,13.78600025177002,13.791999816894531,13.56666660308838,13.666000366210938,37048500,0,13.894892861295407 -473,473,2015-04-20,13.684666633605955,13.856666564941406,13.59000015258789,13.785332679748535,38389500,1,13.789110924636857 -474,474,2015-04-21,13.96066665649414,14.050000190734863,13.620667457580566,13.720000267028809,51487500,0,13.738841939100631 -475,475,2015-04-22,14.629332542419434,14.791999816894531,14.112667083740234,14.166666984558104,117945000,1,13.823389791055668 -476,476,2015-04-23,14.57333278656006,14.76533317565918,14.476667404174805,14.5513334274292,66168000,0,14.299769738096966 -477,477,2015-04-24,14.562000274658203,14.720000267028809,14.534000396728516,14.699999809265137,36417000,0,14.58090942262662 -478,478,2015-04-27,15.436667442321776,15.916666984558104,14.800000190734863,14.837332725524902,175089000,-1,14.652452555573696 -479,479,2015-04-28,15.36533260345459,15.699999809265137,15.20199966430664,15.649999618530272,91281000,1,15.112167630384317 -480,480,2015-04-29,15.49666690826416,15.664667129516602,15.175333023071287,15.33666706085205,59041500,1,15.436241395397005 -481,481,2015-04-30,15.06999969482422,15.526000022888184,15.011333465576172,15.359333038330078,58678500,1,15.512761621668355 -482,482,2015-05-01,15.0686674118042,15.451333045959473,14.694000244140623,15.329333305358888,79225500,1,15.29267070459997 -483,483,2015-05-04,15.36733341217041,15.648667335510254,15.140666961669922,15.211999893188477,66519000,-1,15.10002577711089 -484,484,2015-05-05,15.529999732971191,15.966667175292969,15.275333404541016,15.850666999816896,86953500,1,15.241553360885355 -485,485,2015-05-06,15.362000465393066,15.631333351135254,15.213333129882812,15.606666564941406,79063500,-1,15.44541557327392 -486,486,2015-05-07,15.786666870117188,15.83199977874756,14.68333339691162,14.733332633972168,141838500,-1,15.400279804218439 -487,487,2015-05-08,15.77400016784668,15.894000053405762,15.579999923706056,15.732666969299316,70023000,1,15.351757431319957 -488,488,2015-05-11,15.965999603271484,16.191999435424805,15.687333106994627,15.752667427062988,85084500,1,15.692608653876102 -489,489,2015-05-12,16.31599998474121,16.42333221435547,15.879332542419434,16.007333755493164,95451000,-1,15.880505171740989 -490,490,2015-05-13,16.211999893188477,16.553333282470703,16.149999618530273,16.507333755493164,81603000,1,16.09099250396346 -491,491,2015-05-14,16.273332595825195,16.326000213623047,16.083332061767578,16.321332931518555,43438500,0,16.248760871931015 -492,492,2015-05-15,16.589332580566406,16.626667022705078,16.166667938232422,16.261999130249023,67914000,0,16.30744111392421 -493,493,2015-05-18,16.583332061767578,16.65999984741211,16.399999618530273,16.46666717529297,50298000,0,16.437502204549233 -494,494,2015-05-19,16.47599983215332,16.733333587646484,16.40999984741211,16.562000274658203,55113000,-1,16.584309871047473 -495,495,2015-05-20,16.290000915527344,16.516000747680664,16.091333389282227,16.475332260131836,56334000,0,16.614156709415543 -496,496,2015-05-21,16.374666213989258,16.441333770751953,16.157333374023438,16.20199966430664,29559000,1,16.435821695378596 -497,497,2015-05-22,16.51533317565918,16.573333740234375,16.333999633789062,16.358667373657227,33346500,1,16.403376001325803 -498,498,2015-05-26,16.497333526611328,16.799999237060547,16.433332443237305,16.511999130249023,52480500,0,16.525450105634658 -499,499,2015-05-27,16.495332717895508,16.633333206176758,16.3700008392334,16.567333221435547,51123000,0,16.639995638120993 -500,500,2015-05-28,16.76333236694336,16.786666870117188,16.336666107177734,16.468666076660156,54709500,0,16.62645335042186 -501,501,2015-05-29,16.719999313354492,16.857999801635742,16.6286678314209,16.733333587646484,56839500,0,16.69803654607627 -502,502,2015-06-01,16.6299991607666,16.773332595825195,16.49799919128418,16.76066780090332,37576500,-1,16.789354449261584 -503,503,2015-06-02,16.55666732788086,16.626667022705078,16.420000076293945,16.594667434692383,32022000,0,16.74726031985851 -504,504,2015-06-03,16.599332809448242,16.71466636657715,16.46733283996582,16.546667098999023,26722500,0,16.677091580577372 -505,505,2015-06-04,16.39466667175293,16.6200008392334,16.380666732788086,16.5,36804000,0,16.692378052871376 -506,506,2015-06-05,16.609333038330078,16.64666748046875,16.3786678314209,16.399999618530273,45330000,0,16.62585501995789 -507,507,2015-06-08,17.086000442504883,17.25,16.687332153320312,16.72333335876465,75255000,1,16.669588806710333 -508,508,2015-06-09,17.066667556762695,17.182666778564453,16.94266700744629,17.02666664123535,39166500,0,16.915282100407666 -509,509,2015-06-10,16.713333129882812,16.933332443237305,16.566667556762695,16.793333053588867,51817500,-1,17.06292379963137 -510,510,2015-06-11,16.76066780090332,16.95800018310547,16.69533348083496,16.884000778198242,30661500,1,16.92070446644356 -511,511,2015-06-12,16.71266746520996,16.8973331451416,16.680667877197266,16.680667877197266,21334500,1,16.887294778670743 -512,512,2015-06-15,16.691999435424805,16.75200080871582,16.400667190551758,16.64666748046875,32793000,0,16.86003805503307 -513,513,2015-06-16,16.874666213989258,16.895999908447266,16.606666564941406,16.67533302307129,29770500,1,16.795101262525833 -514,514,2015-06-17,17.360666275024414,17.624000549316406,16.801332473754883,16.81133270263672,82693500,1,16.874430400540604 -515,515,2015-06-18,17.459333419799805,17.56399917602539,17.334667205810547,17.46666717529297,41740500,1,17.145499109559715 -516,516,2015-06-19,17.500667572021484,17.586666107177734,17.34000015258789,17.49333381652832,36945000,1,17.38809009288346 -517,517,2015-06-22,17.319332122802734,17.626667022705078,17.04599952697754,17.476667404174805,68416500,1,17.49449967862362 -518,518,2015-06-23,17.844667434692383,17.866666793823242,17.238000869750977,17.35466766357422,58062000,0,17.40391352685792 -519,519,2015-06-24,17.67799949645996,17.823333740234375,17.58133316040039,17.798667907714844,36184500,0,17.567470379375465 -520,520,2015-06-25,17.91933250427246,18.0939998626709,17.683332443237305,17.76333236694336,42738000,0,17.670797443291413 -521,521,2015-06-26,17.805999755859375,17.94066619873047,17.733333587646484,17.926000595092773,57576000,0,17.86363285074356 -522,522,2015-06-29,17.468000411987305,17.729999542236328,17.3799991607666,17.463333129882812,52183500,0,17.88063012204299 -523,523,2015-06-30,17.884000778198242,18.06133270263672,17.600000381469727,17.65333366394043,46303500,1,17.64276046807782 -524,524,2015-07-01,17.94333267211914,18.17466735839844,17.856666564941406,18.073999404907227,31518000,1,17.797764296785385 -525,525,2015-07-02,18.667999267578125,18.82999992370605,18.220666885375977,18.68000030517578,107458500,1,17.955131339617246 -526,526,2015-07-06,18.64800071716309,18.779333114624023,18.420000076293945,18.59199905395508,61828500,0,18.412950719957973 -527,527,2015-07-07,17.858667373657227,18.34666633605957,17.384666442871094,18.33333206176757,91576500,0,18.606408677601706 -528,528,2015-07-08,16.997333526611328,17.386667251586914,16.95400047302246,17.288000106811523,93316500,0,18.000536955287068 -529,529,2015-07-09,17.19466781616211,17.530000686645508,17.119333267211914,17.27199935913086,50011500,0,17.253377539833416 -530,530,2015-07-10,17.27666664123535,17.53333282470703,17.187999725341797,17.481332778930664,39163500,0,17.22397661153822 -531,531,2015-07-13,17.477333068847656,17.503332138061523,17.06999969482422,17.483333587646484,44404500,0,17.286860250995517 -532,532,2015-07-14,17.709999084472656,17.732667922973633,17.367332458496094,17.47333335876465,28614000,0,17.362537733937607 -533,533,2015-07-15,17.542667388916016,17.832666397094727,17.472000122070312,17.78266716003418,30324000,1,17.570576210411215 -534,534,2015-07-16,17.778667449951172,17.81333351135254,17.54400062561035,17.614667892456055,24240000,0,17.657241194345787 -535,535,2015-07-17,18.310667037963867,18.36933326721192,17.883333206176758,18.166667938232425,75061500,1,17.76409462632238 -536,536,2015-07-20,18.817333221435547,19.11000061035156,18.16933250427246,18.33333206176757,74677500,-1,18.169800922567955 -537,537,2015-07-21,17.784666061401367,18.233333587646484,17.770000457763672,18.003332138061523,91630500,-1,18.591301152067135 -538,538,2015-07-22,17.857999801635742,17.96266746520996,17.390666961669922,17.417999267578125,46575000,0,18.073209249570326 -539,539,2015-07-23,17.81333351135254,17.99333381652832,17.684667587280273,17.976667404174805,33408000,0,17.796837877028757 -540,540,2015-07-24,17.694000244140625,18.07266616821289,17.594667434692383,17.825332641601562,42547500,1,17.820439424931592 -541,541,2015-07-27,16.867332458496094,17.6286678314209,16.71933364868164,17.495332717895508,70413000,0,17.815472741841116 -542,542,2015-07-28,17.654666900634766,17.69333267211914,16.78933334350586,17.049999237060547,58437000,0,17.28337006077362 -543,543,2015-07-29,17.58799934387207,17.859333038330078,17.46666717529297,17.618000030517578,41851500,1,17.32732722747 -544,544,2015-07-30,17.785999298095703,17.79599952697754,17.474000930786133,17.512666702270508,30519000,1,17.547163078635005 -545,545,2015-07-31,17.74333381652832,17.957332611083984,17.674667358398438,17.84000015258789,33339000,1,17.683719001831115 -546,546,2015-08-03,17.332666397094727,17.78066635131836,17.13800048828125,17.752666473388672,38302500,1,17.814946220744996 -547,547,2015-08-04,17.75200080871582,17.781333923339844,17.222667694091797,17.333999633789062,35287500,0,17.58867957663957 -548,548,2015-08-05,18.0086669921875,18.06666755676269,17.360000610351562,17.57200050354004,93214500,-1,17.640448849864487 -549,549,2015-08-06,16.408666610717773,17.0,15.7413330078125,16.63599967956543,219357000,-1,17.774341574239845 -550,550,2015-08-07,16.167333602905273,16.248666763305664,15.892666816711426,16.238666534423828,76101000,0,16.562707148735388 -551,551,2015-08-10,16.076000213623047,16.197999954223633,15.736666679382324,15.876667022705078,62788500,-1,16.33451913360673 -552,552,2015-08-11,15.824666976928713,15.953332901000977,15.629332542419434,15.8100004196167,63973500,-1,16.145411864577635 -553,553,2015-08-12,15.878000259399414,15.98466682434082,15.515999794006348,15.666666984558104,55920000,0,15.907422470160858 -554,554,2015-08-13,16.167333602905273,16.43199920654297,15.941332817077637,15.990667343139648,70338000,1,15.818058193030764 -555,555,2015-08-14,16.209999084472656,16.528667449951172,16.118000030517578,16.482667922973633,65472000,1,16.048771661073165 -556,556,2015-08-17,16.999332427978516,17.106000900268555,16.700666427612305,17.03733253479004,107650500,-1,16.23221139243768 -557,557,2015-08-18,17.381332397460938,17.39666748046875,16.90399932861328,17.025333404541016,62925000,0,16.64977743372585 -558,558,2015-08-19,17.016666412353516,17.376667022705078,17.001333236694336,17.35533332824707,54064500,1,17.078850911036337 -559,559,2015-08-20,16.14533233642578,16.970666885375977,16.126667022705078,16.804000854492188,73587000,-1,17.154659993901923 -560,560,2015-08-21,15.38466739654541,16.253332138061523,15.36733341217041,15.733332633972168,98853000,-1,16.605807459103335 -561,561,2015-08-24,14.591333389282228,15.42666721343994,13.0,13.519332885742188,143724000,0,15.81621970932097 -562,562,2015-08-25,14.66866683959961,15.393333435058594,14.607999801635742,15.368000030517578,64909500,0,14.578569517713863 -563,563,2015-08-26,14.989333152770996,15.199999809265137,14.36733341217041,15.195332527160645,74445000,0,14.74507231464424 -564,564,2015-08-27,16.19933319091797,16.316667556762695,15.387332916259766,15.399999618530272,114840000,-1,14.79767659181177 -565,565,2015-08-28,16.565332412719727,16.76333236694336,16.10466766357422,16.124000549316406,82705500,1,15.556008039515937 -566,566,2015-08-31,16.604000091552734,16.996667861938477,16.367332458496094,16.374666213989258,70503000,0,16.24189621808046 -567,567,2015-09-01,15.908666610717772,16.399999618530273,15.79800033569336,16.022666931152344,81822000,1,16.593260608279376 -568,568,2015-09-02,16.512666702270508,16.525333404541016,15.985333442687988,16.35333251953125,69438000,1,16.195406238465388 -569,569,2015-09-03,16.3713321685791,16.80533218383789,16.333332061767578,16.804000854492188,62922000,0,16.309829731447024 -570,570,2015-09-04,16.1286678314209,16.272666931152344,15.880000114440918,16.05933380126953,55338000,0,16.461480099096743 -571,571,2015-09-08,16.544666290283203,16.610666275024414,16.270000457763672,16.336666107177734,47073000,0,16.221556988576275 -572,572,2015-09-09,16.5939998626709,16.950000762939453,16.553333282470703,16.803333282470703,50862000,1,16.45166631402709 -573,573,2015-09-10,16.565332412719727,16.71466636657715,16.35533332824707,16.48200035095215,40635000,-1,16.67935123867331 -574,574,2015-09-11,16.682666778564453,16.682666778564453,16.315332412719727,16.50933265686035,35262000,1,16.66487069450856 -575,575,2015-09-14,16.87933349609375,16.950000762939453,16.64466667175293,16.739999771118164,43363500,0,16.679115900618243 -576,576,2015-09-15,16.904666900634766,16.97333335876465,16.633333206176758,16.850000381469727,44002500,1,16.8645564000078 -577,577,2015-09-16,17.483333587646484,17.525333404541016,16.858667373657227,16.869333267211914,66256500,1,16.932001300097536 -578,578,2015-09-17,17.471332550048828,17.700000762939453,17.37933349609375,17.597333908081055,53787000,1,17.20552919163534 -579,579,2015-09-18,17.374666213989258,17.58799934387207,17.166667938232422,17.19733238220215,56446500,1,17.442528877840584 -580,580,2015-09-21,17.613332748413086,18.10466766357422,17.053333282470703,17.59866714477539,91803000,0,17.415514472881227 -581,581,2015-09-22,17.395999908447266,17.510000228881836,17.058000564575195,17.268667221069336,54966000,0,17.48827393390348 -582,582,2015-09-23,17.40399932861328,17.472000122070312,17.172000885009766,17.463333129882812,39012000,0,17.35743520184862 -583,583,2015-09-24,17.541332244873047,17.56333351135254,17.08066749572754,17.302000045776367,51723000,0,17.36254586788122 -584,584,2015-09-25,17.12733268737793,17.79400062561035,17.07666778564453,17.77400016784668,56601000,0,17.420209579376813 -585,585,2015-09-28,16.562000274658203,17.319332122802734,16.44066619873047,17.156667709350586,73516500,1,17.357862173187115 -586,586,2015-09-29,16.44333267211914,16.98200035095215,16.36400032043457,16.69733238220215,55548000,1,16.9049082872503 -587,587,2015-09-30,16.559999465942383,16.82666778564453,16.1560001373291,16.799999237060547,73944000,1,16.678000275621056 -588,588,2015-10-01,15.991999626159668,16.566667556762695,15.808667182922363,16.500667572021484,68595000,1,16.52670200453786 -589,589,2015-10-02,16.504667282104492,16.51333236694336,15.661999702453612,15.706666946411133,66360000,0,16.196415575885986 -590,590,2015-10-05,16.40999984741211,16.6560001373291,16.275333404541016,16.589332580566406,55348500,0,16.181360131870957 -591,591,2015-10-06,16.097333908081055,16.20199966430664,15.70533275604248,16.0,78378000,-1,16.40794600291257 -592,592,2015-10-07,15.46399974822998,15.846667289733888,15.274666786193848,15.775333404541016,102210000,-1,16.107303003337424 -593,593,2015-10-08,15.114666938781738,15.381333351135254,14.753999710083008,15.338666915893556,91998000,-1,15.63517546987564 -594,594,2015-10-09,14.71266746520996,14.958000183105469,14.557332992553713,14.728667259216309,92376000,-1,15.193112934433696 -595,595,2015-10-12,14.371999740600586,14.866666793823242,14.351332664489746,14.866000175476074,57544500,1,14.83525966036872 -596,596,2015-10-13,14.616666793823242,14.834667205810549,14.075332641601562,14.218667030334473,77572500,1,14.583348027481998 -597,597,2015-10-14,14.458666801452637,14.729999542236328,14.362000465393066,14.711333274841309,46566000,-1,14.49686114049186 -598,598,2015-10-15,14.753999710083008,14.781999588012695,14.24666690826416,14.428667068481444,42663000,1,14.488996588237356 -599,599,2015-10-16,15.133999824523926,15.36533260345459,14.857999801635742,14.869333267211914,65017500,-1,14.55420180088375 -600,600,2015-10-19,15.206666946411133,15.40999984741211,14.996000289916992,15.100000381469728,37618500,0,14.905566737392313 -601,601,2015-10-20,14.20199966430664,15.239999771118164,13.466667175292969,15.1813325881958,223500000,-1,15.110175481911456 -602,602,2015-10-21,14.005999565124512,14.320667266845703,13.920000076293944,14.13266658782959,62272500,-1,14.311330135804363 -603,603,2015-10-22,14.114666938781738,14.383333206176758,13.960000038146973,14.104000091552734,42378000,1,14.262024112069943 -604,604,2015-10-23,13.939332962036133,14.356666564941406,13.845999717712402,14.333333015441896,63532500,1,14.234441059470692 -605,605,2015-10-26,14.350666999816896,14.392000198364258,14.0,14.092000007629396,50871000,1,14.102870029686573 -606,606,2015-10-27,14.023332595825195,14.473333358764648,13.833999633789062,14.322667121887209,52791000,1,14.213558676776737 -607,607,2015-10-28,14.197333335876465,14.229999542236328,13.886667251586914,14.087332725524902,40929000,1,14.126908261099379 -608,608,2015-10-29,14.108667373657228,14.25,14.042667388916016,14.116666793823242,27075000,0,14.126305985065748 -609,609,2015-10-30,13.795332908630373,14.108667373657228,13.592666625976562,14.026666641235352,66583500,0,14.152264191377133 -610,610,2015-11-02,14.252667427062988,14.386667251586914,13.814666748046877,13.928000450134276,58918500,-1,13.905167853108008 -611,611,2015-11-03,13.890000343322754,14.29599952697754,13.850000381469728,14.256667137145996,124987500,1,14.054555133051238 -612,612,2015-11-04,15.44200038909912,15.515999794006348,15.013333320617676,15.133333206176758,190896000,1,14.002569278402415 -613,613,2015-11-05,15.451333045959473,15.638667106628418,15.279333114624023,15.371999740600586,67452000,1,15.019737926369336 -614,614,2015-11-06,15.490667343139648,15.557332992553713,15.300000190734863,15.380000114440918,36679500,1,15.516792537037155 -615,615,2015-11-09,15.022000312805176,15.53266716003418,14.95400047302246,15.53266716003418,57763500,0,15.614727069493965 -616,616,2015-11-10,14.43333339691162,14.91333293914795,14.405332565307615,14.898667335510254,69255000,0,15.326708223557615 -617,617,2015-11-11,14.60533332824707,14.631999969482422,14.241999626159668,14.517999649047852,50217000,0,14.782483234961786 -618,618,2015-11-12,14.196000099182127,14.600000381469728,14.177332878112791,14.523332595825195,43738500,0,14.552055410987643 -619,619,2015-11-13,13.812666893005373,14.199333190917969,13.767999649047852,14.196666717529297,51454500,0,14.347846565129007 -620,620,2015-11-16,14.28733253479004,14.33199977874756,13.720000267028809,13.739333152770996,43881000,0,14.002756844714039 -621,621,2015-11-17,14.266667366027832,14.399999618530272,14.09333324432373,14.346667289733888,32230500,1,14.049332048633808 -622,622,2015-11-18,14.73799991607666,14.7586669921875,14.16800022125244,14.300000190734863,42178500,1,14.193839083812696 -623,623,2015-11-19,14.786666870117188,15.079333305358888,14.686667442321776,14.702667236328123,37566000,1,14.43599277661575 -624,624,2015-11-20,14.667332649230955,15.0,14.238666534423828,14.899333000183104,66010500,-1,14.704324777816254 -625,625,2015-11-23,14.516667366027832,14.612000465393066,14.312000274658203,14.489999771118164,37893000,0,14.642025325473215 -626,626,2015-11-24,14.550000190734863,14.733332633972168,14.333333015441896,14.357999801635742,37204500,1,14.518847190071872 -627,627,2015-11-25,15.309332847595217,15.388667106628418,14.69200038909912,14.755999565124512,59862000,0,14.50809994392127 -628,628,2015-11-27,15.440667152404783,15.483332633972168,15.133999824523926,15.404000282287598,29241000,-1,14.900490913774883 -629,629,2015-11-30,15.350666999816896,15.618666648864746,15.272000312805176,15.452667236328123,39897000,0,15.241660680380159 -630,630,2015-12-01,15.812666893005373,15.866666793823242,15.403332710266112,15.404000282287598,56010000,0,15.37552111178536 -631,631,2015-12-02,15.465999603271484,15.90666675567627,15.415332794189451,15.800000190734863,44722500,0,15.599776000971762 -632,632,2015-12-03,15.513999938964844,15.829999923706056,15.333333015441896,15.6986665725708,44094000,0,15.608448332738211 -633,633,2015-12-04,15.358667373657228,15.5513334274292,15.177332878112791,15.497332572937012,38604000,1,15.578414292264949 -634,634,2015-12-07,15.408666610717772,15.708666801452637,15.076666831970217,15.18000030517578,47163000,-1,15.427974971697163 -635,635,2015-12-08,15.114666938781738,15.25333309173584,14.946666717529297,15.16800022125244,40314000,-1,15.362643136615159 -636,636,2015-12-09,14.968000411987305,15.166666984558104,14.714667320251465,15.113332748413086,45867000,0,15.158659734536899 -637,637,2015-12-10,15.137999534606934,15.232666969299316,14.90933322906494,14.980667114257812,31075500,1,14.976394690312356 -638,638,2015-12-11,14.468000411987305,15.050000190734863,14.442667007446287,15.015999794006348,49030500,0,15.030846161793471 -639,639,2015-12-14,14.571999549865724,14.727999687194824,14.324666976928713,14.500666618347168,42406500,0,14.715603401148714 -640,640,2015-12-15,14.739333152770996,14.814666748046877,14.533332824707031,14.788000106811523,33666000,0,14.545423454695536 -641,641,2015-12-16,15.633999824523926,15.658666610717772,14.715332984924316,14.80666732788086,76564500,1,14.626454529359261 -642,642,2015-12-17,15.559332847595217,15.850666999816896,15.320667266845703,15.595999717712402,49479000,0,15.066645043749284 -643,643,2015-12-18,15.36400032043457,15.726667404174805,15.28600025177002,15.526000022888184,45213000,0,15.429961474970352 -644,644,2015-12-21,15.503999710083008,15.722000122070312,15.405332565307615,15.446000099182127,29298000,0,15.460203173809976 -645,645,2015-12-22,15.329999923706056,15.770000457763672,15.308667182922363,15.666000366210938,29422500,0,15.540416999594564 -646,646,2015-12-23,15.313332557678224,15.563332557678224,15.208666801452637,15.478667259216309,23325000,0,15.512041524854512 -647,647,2015-12-24,15.371333122253418,15.458666801452637,15.218667030334473,15.370667457580566,10620000,1,15.42383892207214 -648,648,2015-12-28,15.263333320617676,15.465332984924316,15.03600025177002,15.432666778564451,28519500,0,15.394004072165735 -649,649,2015-12-29,15.812666893005373,15.847999572753906,15.303333282470703,15.337332725524902,36094500,1,15.314949940356403 -650,650,2015-12-30,15.87266731262207,16.242000579833984,15.711333274841309,15.773332595825195,55468500,0,15.556401655615522 -651,651,2015-12-31,16.000667572021484,16.229999542236328,15.891332626342772,15.900667190551758,40725000,0,15.823231563270452 -652,652,2016-01-04,14.894000053405762,15.425333023071287,14.600000381469728,15.381333351135254,102406500,-1,16.0056359392175 -653,653,2016-01-05,14.895333290100098,15.12600040435791,14.666666984558104,15.09066677093506,47802000,1,15.237389267365195 -654,654,2016-01-06,14.602666854858398,14.670000076293944,14.398667335510254,14.666666984558104,56686500,0,14.950990017074007 -655,655,2016-01-07,14.376667022705078,14.562666893005373,14.244667053222656,14.279333114624023,53314500,1,14.643408945702056 -656,656,2016-01-08,14.06666660308838,14.696000099182127,14.0513334274292,14.52400016784668,54421500,1,14.426288860485913 -657,657,2016-01-11,13.856666564941406,14.296667098999023,13.533332824707031,14.267333030700684,61371000,1,14.254068872414287 -658,658,2016-01-12,13.998000144958496,14.249333381652832,13.687333106994627,14.106666564941406,46378500,0,13.953434188885966 -659,659,2016-01-13,13.354000091552734,14.17666721343994,13.333333015441896,14.133999824523926,61896000,0,13.94310650854311 -660,660,2016-01-14,13.745332717895508,14.0,12.892000198364258,13.480667114257812,97360500,1,13.651798301880657 -661,661,2016-01-15,13.666000366210938,13.67133331298828,13.149999618530272,13.264666557312012,83679000,0,13.544372701602004 -662,662,2016-01-19,13.64799976348877,14.031332969665527,13.385333061218262,13.913999557495115,60580500,-1,13.549672876380521 -663,663,2016-01-20,13.24666690826416,13.41866683959961,12.75,13.293333053588867,87579000,0,13.663399976316823 -664,664,2016-01-21,13.33133316040039,13.548666954040527,13.001333236694336,13.436667442321776,47493000,0,13.331739032596866 -665,665,2016-01-22,13.50333309173584,13.699999809265137,13.268667221069336,13.653332710266112,46861500,0,13.353398631813157 -666,666,2016-01-25,13.092000007629396,13.571332931518556,13.058667182922363,13.337332725524902,40480500,0,13.489022307949751 -667,667,2016-01-26,12.904000282287598,13.187999725341797,12.592000007629396,13.113332748413086,74463000,0,13.340932088507088 -668,668,2016-01-27,12.538000106811523,12.883999824523926,12.38466739654541,12.825332641601562,54258000,0,13.051340143946515 -669,669,2016-01-28,12.646666526794434,12.751999855041504,12.160667419433594,12.719332695007324,68892000,0,12.783375505632073 -670,670,2016-01-29,12.74666690826416,12.916000366210938,12.538666725158691,12.66333293914795,42784500,1,12.662119287563607 -671,671,2016-02-01,13.129332542419434,13.3013334274292,12.18333339691162,12.583999633789062,79464000,-1,12.79270865961583 -672,672,2016-02-02,12.185333251953123,12.874667167663574,12.01533317565918,12.82800006866455,86604000,-1,12.892021925865206 -673,673,2016-02-03,11.565333366394045,12.262666702270508,11.345333099365234,12.239333152770996,118971000,-1,12.549972357926384 -674,674,2016-02-04,11.68866729736328,11.732000350952148,11.13266658782959,11.380000114440918,65781000,1,11.945819447158641 -675,675,2016-02-05,10.84000015258789,11.533332824707031,10.515999794006348,11.420000076293944,141564000,0,11.815143879584571 -676,676,2016-02-08,9.866000175476074,10.476667404174805,9.733332633972168,10.473333358764648,139695000,-1,11.146004887039354 -677,677,2016-02-09,9.883333206176758,10.652667045593262,9.403332710266112,9.48799991607666,129774000,1,10.402250194698613 -678,678,2016-02-10,9.57800006866455,10.33133316040039,9.449333190917969,10.033332824707031,156097500,-1,10.161320842512202 -679,679,2016-02-11,10.031332969665527,10.883999824523926,9.800000190734863,10.133333206176758,213786000,1,9.885105228920672 -680,680,2016-02-12,10.06933307647705,10.46733283996582,9.579999923706056,10.333333015441896,108537000,1,9.915708766848834 -681,681,2016-02-16,10.344667434692385,10.863332748413086,10.27400016784668,10.579999923706056,83907000,1,10.136276065928095 -682,682,2016-02-17,11.245332717895508,11.28933334350586,10.445332527160645,10.600000381469728,87378000,1,10.521778374657284 -683,683,2016-02-18,11.118000030517578,11.529999732971191,10.98466682434082,11.494667053222656,58314000,0,10.938996750557166 -684,684,2016-02-19,11.10533332824707,11.166000366210938,10.833333015441896,10.910667419433594,44391000,0,11.297521560578605 -685,685,2016-02-22,11.849332809448242,11.927332878112791,11.32333278656006,11.341333389282228,75901500,1,11.340789770110938 -686,686,2016-02-23,11.814000129699709,12.11533260345459,11.57866668701172,11.744000434875488,89766000,0,11.695926974721694 -687,687,2016-02-24,11.93333339691162,11.966667175292969,11.189332962036133,11.516667366027832,80934000,-1,11.85482902625527 -688,688,2016-02-25,12.495332717895508,12.567999839782717,11.68000030517578,11.90999984741211,86260500,-1,11.873688363630862 -689,689,2016-02-26,12.689332962036133,12.800000190734863,12.333333015441896,12.579999923706056,90976500,0,12.252766313733234 -690,690,2016-02-29,12.795332908630373,13.09000015258789,12.614666938781738,12.826666831970217,67485000,-1,12.6239696352032 -691,691,2016-03-01,12.423333168029783,13.063332557678224,12.18000030517578,12.949999809265137,100683000,-1,12.910975228499822 -692,692,2016-03-02,12.555999755859377,12.567999839782717,12.100000381469728,12.248666763305664,72936000,0,12.72086481355944 -693,693,2016-03-03,13.04933261871338,13.161333084106444,12.281332969665527,12.552000045776367,72435000,-1,12.651647381474337 -694,694,2016-03-04,13.402667045593262,13.60200023651123,13.166666984558104,13.199999809265137,97336500,1,12.905192844407543 -695,695,2016-03-07,13.685999870300291,13.979999542236328,13.15999984741211,13.178667068481444,79941000,0,13.330850854515424 -696,696,2016-03-08,13.506667137145996,13.833333015441896,13.479999542236328,13.56666660308838,62680500,0,13.631656472261714 -697,697,2016-03-09,13.914667129516602,13.958000183105469,13.519332885742188,13.63466739654541,48129000,1,13.69882827822977 -698,698,2016-03-10,13.678667068481444,14.219332695007324,13.378000259399414,14.0,77887500,1,13.852960439547399 -699,699,2016-03-11,13.833333015441896,13.961333274841309,13.68866729736328,13.862000465393066,50146500,1,13.804739993779664 -700,700,2016-03-14,14.34333324432373,14.447999954223633,14.042667388916016,14.17666721343994,60985500,1,13.862278782469655 -701,701,2016-03-15,14.555999755859377,14.597999572753906,14.100000381469728,14.284667015075684,47707500,1,14.184843427787717 -702,702,2016-03-16,14.795332908630373,14.838666915893556,14.468000411987305,14.533332824707031,52750500,-1,14.392471079407905 -703,703,2016-03-17,15.092000007629396,15.233332633972168,14.666666984558104,14.764666557312012,56743500,1,14.63705997780632 -704,704,2016-03-18,15.515999794006348,15.631999969482422,15.20400047302246,15.273332595825195,70677000,0,14.896189514430485 -705,705,2016-03-21,15.887999534606934,15.991999626159668,15.666666984558104,15.689332962036133,79617000,1,15.282164320301964 -706,706,2016-03-22,15.616000175476074,15.932666778564451,15.503999710083008,15.814000129699709,64740000,1,15.691503636391198 -707,707,2016-03-23,14.838666915893556,15.648667335510254,14.802000045776367,15.4913330078125,74232000,1,15.719301327980062 -708,708,2016-03-24,15.18333339691162,15.259332656860352,14.333333015441896,14.385333061218262,74413500,0,15.241237351105967 -709,709,2016-03-28,15.350666999816896,15.654000282287598,15.0,15.440667152404783,58885500,-1,14.989127772024357 -710,710,2016-03-29,15.342000007629396,15.491999626159668,15.022000312805176,15.326000213623049,60214500,-1,15.184803443323467 -711,711,2016-03-30,15.12600040435791,15.699999809265137,15.100000381469728,15.672666549682615,60495000,1,15.223141147604073 -712,712,2016-03-31,15.317999839782717,15.82800006866455,15.000666618347168,15.28933334350586,120193500,-1,15.240558045412321 -713,713,2016-04-01,15.839332580566406,16.52666664123535,15.550000190734863,16.32200050354004,239962500,1,15.260975093690451 -714,714,2016-04-04,16.465999603271484,16.808000564575195,16.242666244506836,16.607999801635742,202129500,-1,15.810090213737679 -715,715,2016-04-05,17.031333923339844,17.104000091552734,16.0,16.03333282470703,149230500,-1,16.468712206884973 -716,716,2016-04-06,17.69466781616211,17.849332809448242,16.89666748046875,16.931333541870117,175582500,-1,16.68254126209554 -717,717,2016-04-07,17.14666748046875,17.95599937438965,16.96733283996582,17.76333236694336,132843000,-1,17.244144664020144 -718,718,2016-04-08,16.67133331298828,17.38800048828125,16.534666061401367,17.366666793823242,110458500,1,17.251343082713568 -719,719,2016-04-11,16.661333084106445,17.266000747680664,16.35333251953125,16.733333587646484,137425500,-1,16.855245341214154 -720,720,2016-04-12,16.521333694458008,16.786666870117188,16.242000579833984,16.633333206176758,86448000,1,16.555753537464224 -721,721,2016-04-13,16.968666076660156,17.03333282470703,16.488666534423828,16.567333221435547,73884000,1,16.448711689361 -722,722,2016-04-14,16.790666580200195,17.12266731262207,16.73666763305664,16.866666793823242,61983000,0,16.66236677530001 -723,723,2016-04-15,16.96733283996582,16.97333335876465,16.607999801635742,16.753999710083008,56286000,0,16.800980646930725 -724,724,2016-04-18,16.92533302307129,17.220666885375977,16.777332305908203,16.815332412719727,64071000,1,16.858596768786093 -725,725,2016-04-19,16.4913330078125,16.95800018310547,16.083332061767578,16.874666213989258,95362500,-1,16.936966647764432 -726,726,2016-04-20,16.6646671295166,16.910667419433594,16.100000381469727,16.417333602905273,77911500,1,16.516769852378346 -727,727,2016-04-21,16.55266761779785,16.726667404174805,16.46066665649414,16.599332809448242,41746500,1,16.474425270353343 -728,728,2016-04-22,16.916667938232422,16.933332443237305,16.380666732788086,16.592666625976562,56794500,1,16.589727623801917 -729,729,2016-04-25,16.788000106811523,17.158666610717773,16.71733283996582,16.867332458496094,55054500,1,16.743828159861177 -730,730,2016-04-26,16.916000366210938,17.048667907714844,16.625999450683594,16.803333282470703,48357000,0,16.884157747284124 -731,731,2016-04-27,16.764667510986328,17.0,16.626667022705078,16.850000381469727,48087000,-1,16.930209647264576 -732,732,2016-04-28,16.513999938964844,16.89533233642578,16.496000289916992,16.656667709350586,37785000,1,16.904761512058876 -733,733,2016-04-29,16.05066680908203,16.562000274658203,15.854000091552734,16.542667388916016,81207000,1,16.775843058407958 -734,734,2016-05-02,16.1200008392334,16.21266746520996,15.654666900634766,16.100000381469727,57658500,1,16.316086281961063 -735,735,2016-05-03,15.48799991607666,15.927332878112791,15.441332817077637,15.824000358581545,64533000,1,16.08330771793286 -736,736,2016-05-04,14.837332725524902,15.630666732788086,14.69333267211914,15.352666854858398,130507500,-1,15.711636983035367 -737,737,2016-05-05,14.10200023651123,15.242667198181152,13.986000061035156,15.230667114257812,168822000,1,15.109779589521683 -738,738,2016-05-06,14.32866668701172,14.424667358398438,13.87399959564209,14.05799961090088,85278000,-1,14.474161731916965 -739,739,2016-05-09,13.928000450134276,14.40999984741211,13.786666870117188,14.381333351135254,71646000,-1,14.34571632171798 -740,740,2016-05-10,13.912667274475098,13.964667320251465,13.666666984558104,13.83666706085205,61059000,-1,14.122872975253413 -741,741,2016-05-11,13.93066692352295,14.36533260345459,13.736666679382324,13.839332580566406,77428500,0,13.94055439268361 -742,742,2016-05-12,13.8186674118042,14.111332893371582,13.577333450317385,14.095999717712402,54757500,1,13.968359854009655 -743,743,2016-05-13,13.84066677093506,14.079999923706056,13.779999732971191,13.85200023651123,42342000,-1,13.877068112986255 -744,744,2016-05-16,13.88599967956543,14.210000038146973,13.861332893371582,13.876667022705078,44241000,-1,13.90347490021767 -745,745,2016-05-17,13.644000053405762,13.98799991607666,13.601332664489746,13.936667442321776,42654000,-1,13.958642583644039 -746,746,2016-05-18,14.07800006866455,14.354000091552734,13.850000381469728,13.94333267211914,84262500,1,13.816788913712283 -747,747,2016-05-19,14.347332954406738,14.452667236328123,13.81999969482422,14.2413330078125,102994500,1,13.997198083369984 -748,748,2016-05-20,14.685333251953123,14.703332901000977,14.423333168029783,14.465999603271484,135106500,-1,14.16868686633164 -749,749,2016-05-23,14.414667129516602,14.84000015258789,14.390666961669922,14.657999992370604,76537500,0,14.523156601957735 -750,750,2016-05-24,14.52733325958252,14.582667350769045,14.345333099365234,14.4399995803833,45207000,-1,14.641215451774293 -751,751,2016-05-25,14.638667106628418,14.757332801818848,14.434000015258787,14.52733325958252,46902000,-1,14.609375068808717 -752,752,2016-05-26,15.008000373840332,15.017333030700684,14.603333473205566,14.699999809265137,61086000,-1,14.637618670470452 -753,753,2016-05-27,14.869333267211914,15.062000274658203,14.716667175292969,14.999333381652832,54754500,0,14.814155597360836 -754,754,2016-05-31,14.881999969482422,14.983332633972168,14.766667366027832,14.869333267211914,41835000,0,14.855392870435477 -755,755,2016-06-01,14.637332916259766,14.826666831970217,14.459333419799805,14.76533317565918,44740500,1,14.864153856117177 -756,756,2016-06-02,14.597332954406738,14.660667419433594,14.473999977111816,14.63933277130127,30492000,-1,14.691065357111347 -757,757,2016-06-03,14.599332809448242,14.79599952697754,14.534000396728516,14.666666984558104,33435000,1,14.606841406075022 -758,758,2016-06-06,14.711999893188477,14.726667404174805,14.363332748413086,14.533332824707031,33742500,1,14.606102431227873 -759,759,2016-06-07,15.489333152770996,15.629332542419434,14.767999649047852,14.815999984741213,93204000,1,14.584391114698477 -760,760,2016-06-08,15.701333045959473,16.05666732788086,15.507332801818848,15.58666706085205,89580000,1,15.030543202744505 -761,761,2016-06-09,15.290666580200195,15.68866729736328,15.137332916259766,15.665332794189451,67381500,-1,15.526709787083561 -762,762,2016-06-10,14.586000442504885,15.197999954223633,14.56133270263672,15.15933322906494,90399000,-1,15.43928588799978 -763,763,2016-06-13,14.524666786193848,15.0513334274292,14.510666847229004,14.633333206176758,62895000,-1,14.946383534143134 -764,764,2016-06-14,14.330666542053224,14.813332557678224,14.16866683959961,14.592000007629396,53703000,1,14.71906433345404 -765,765,2016-06-15,14.513333320617676,14.793333053588867,14.342000007629396,14.463333129882812,43627500,1,14.47974793014544 -766,766,2016-06-16,14.528667449951172,14.53600025177002,14.233332633972168,14.494667053222656,36604500,1,14.48861222905121 -767,767,2016-06-17,14.364666938781738,14.666000366210938,14.300000190734863,14.52066707611084,46689000,0,14.443571548224583 -768,768,2016-06-20,14.646666526794434,14.916666984558104,14.548666954040527,14.633333206176758,53332500,1,14.409857201772791 -769,769,2016-06-21,14.640666961669922,14.838000297546388,14.587332725524902,14.711999893188477,67935000,1,14.572835937283248 -770,770,2016-06-22,13.11066722869873,13.729999542236328,13.050000190734863,13.29800033569336,356136000,-1,14.635150200687788 -771,771,2016-06-23,13.09333324432373,13.170000076293944,12.808667182922363,13.04599952697754,151960500,-1,13.367449715895468 -772,772,2016-06-24,12.876667022705078,13.008000373840332,12.648667335510254,12.670000076293944,105397500,-1,13.307166267546474 -773,773,2016-06-27,13.236666679382324,13.253999710083008,12.524666786193848,12.723999977111816,108081000,-1,13.16725976659343 -774,774,2016-06-28,13.452667236328123,13.603333473205566,13.293999671936035,13.459333419799805,93186000,1,13.165362251091388 -775,775,2016-06-29,14.012666702270508,14.118666648864746,13.533332824707031,13.675333023071287,89923500,-1,13.473768857038761 -776,776,2016-06-30,14.152000427246094,14.233332633972168,13.934666633605955,14.197999954223633,72646500,-1,13.860636939881708 -777,777,2016-07-01,14.43333339691162,14.54933261871338,13.733332633972168,13.742667198181152,81000000,-1,14.115872684858095 -778,778,2016-07-05,14.26533317565918,14.302666664123535,13.866666793823242,13.982000350952148,77629500,-1,14.27569229379183 -779,779,2016-07-06,14.29599952697754,14.34866714477539,13.93333339691162,14.0,73798500,-1,14.253899637826324 -780,780,2016-07-07,14.395999908447266,14.541333198547363,14.20066738128662,14.206666946411133,54180000,-1,14.26247014354496 -781,781,2016-07-08,14.45199966430664,14.654000282287598,14.300000190734863,14.520000457763672,61122000,-1,14.378001279332853 -782,782,2016-07-11,14.985333442687988,15.118666648864746,14.633999824523926,14.663999557495115,81447000,-1,14.463249257449135 -783,783,2016-07-12,14.976667404174805,15.166666984558104,14.881333351135254,14.9399995803833,68569500,1,14.794162121161184 -784,784,2016-07-13,14.835332870483398,15.03933334350586,14.685999870300291,15.033332824707031,53506500,-1,14.958750709794792 -785,785,2016-07-14,14.768667221069336,14.996000289916992,14.736666679382324,14.874667167663574,40137000,-1,14.901204272769764 -786,786,2016-07-15,14.69333267211914,14.850000381469728,14.642666816711426,14.834667205810549,33513000,-1,14.850099251372706 -787,787,2016-07-18,15.083333015441896,15.13933277130127,14.553333282470703,14.642666816711426,51181500,1,14.76801829097247 -788,788,2016-07-19,15.017333030700684,15.273332595825195,14.983332633972168,15.0,46726500,-1,14.846237691994013 -789,789,2016-07-20,15.223999977111816,15.31999969482422,15.0,15.097999572753906,38527500,1,14.972914576468364 -790,790,2016-07-21,14.699999809265137,15.1899995803833,14.606666564941406,15.06666660308838,66430500,1,15.103645806925202 -791,791,2016-07-22,14.817999839782717,14.966667175292969,14.592000007629396,14.79933261871338,38695500,-1,14.875896478441884 -792,792,2016-07-25,15.333999633789062,15.425999641418455,14.758000373840332,14.817999839782717,67360500,1,14.787486824303867 -793,793,2016-07-26,15.300666809082031,15.333333015441896,15.020000457763672,15.179332733154297,51450000,-1,15.005700317924948 -794,794,2016-07-27,15.232666969299316,15.557332992553713,15.128000259399414,15.28933334350586,43335000,1,15.133411487960378 -795,795,2016-07-28,15.37399959564209,15.383999824523926,15.106666564941406,15.196666717529297,36286500,1,15.234233904254918 -796,796,2016-07-29,15.652667045593262,15.685333251953123,15.349332809448242,15.380000114440918,46062000,-1,15.276799802387421 -797,797,2016-08-01,15.333999633789062,15.775333404541016,15.291999816894531,15.699999809265137,60244500,1,15.479520075864208 -798,798,2016-08-02,15.146666526794434,15.324666976928713,14.760000228881836,15.291333198547363,59016000,1,15.450563540115093 -799,799,2016-08-03,15.052666664123535,15.313332557678224,14.947333335876465,15.157999992370604,58317000,-1,15.152780289430934 -800,800,2016-08-04,15.37399959564209,15.390666961669922,14.803333282470703,15.04599952697754,62205000,1,15.053763305112634 -801,801,2016-08-05,15.335332870483398,15.466667175292969,15.15999984741211,15.333333015441896,48078000,-1,15.096778391175883 -802,802,2016-08-08,15.077333450317385,15.30666732788086,15.072667121887209,15.199999809265137,33954000,1,15.229145758319929 -803,803,2016-08-09,15.272000312805176,15.435999870300291,15.109999656677246,15.121333122253418,33117000,-1,15.164321869806097 -804,804,2016-08-10,15.043333053588867,15.324666976928713,14.974666595458984,15.215999603271484,35074500,1,15.224657338973556 -805,805,2016-08-11,14.994000434875488,15.17133331298828,14.894000053405762,15.07800006866455,28213500,1,15.131272564296093 -806,806,2016-08-12,15.040666580200195,15.109999656677246,14.935999870300291,15.02733325958252,27202500,1,15.043659733126578 -807,807,2016-08-15,15.03933334350586,15.300000190734863,14.995332717895508,15.067999839782717,30514500,-1,15.029101127383594 -808,808,2016-08-16,14.907333374023438,15.145999908447266,14.894000053405762,15.03266716003418,34006500,1,15.060821929237878 -809,809,2016-08-17,14.88266658782959,14.988666534423828,14.853333473205566,14.95533275604248,26806500,-1,14.982793797293334 -810,810,2016-08-18,14.900667190551758,15.043999671936035,14.81933307647705,14.92133331298828,25717500,-1,14.921566932887632 -811,811,2016-08-19,15.0,15.011333465576172,14.835332870483398,14.902667045593262,24892500,1,14.909761667056907 -812,812,2016-08-22,14.862000465393066,15.007332801818848,14.845333099365234,14.944666862487791,30982500,-1,14.935407384251066 -813,813,2016-08-23,14.989333152770996,15.232666969299316,14.853333473205566,14.954667091369627,71766000,1,14.90018704420984 -814,814,2016-08-24,14.841333389282228,15.143333435058594,14.814666748046877,15.136667251586914,38560500,1,14.932861399199812 -815,815,2016-08-25,14.730667114257812,14.920000076293944,14.718000411987305,14.87399959564209,26437500,1,14.899640552461122 -816,816,2016-08-26,14.666000366210938,14.857333183288574,14.588000297546388,14.809332847595217,33585000,1,14.815902938411437 -817,817,2016-08-29,14.346667289733888,14.69333267211914,14.333333015441896,14.67666721343994,48994500,0,14.71822835829428 -818,818,2016-08-30,14.089332580566406,14.407333374023438,14.034667015075684,14.407333374023438,47533500,0,14.487200322122947 -819,819,2016-08-31,14.133999824523926,14.173333168029783,13.90999984741211,14.028667449951172,49147500,1,14.220744712451525 -820,820,2016-09-01,13.38466739654541,14.07333278656006,13.366666793823242,13.934000015258787,119146500,-1,14.081688754915456 -821,821,2016-09-02,13.185333251953123,13.546667098999023,13.079999923706056,13.488666534423828,89661000,-1,13.652865669525823 -822,822,2016-09-06,13.522000312805176,13.550000190734863,13.266667366027832,13.267999649047852,65859000,1,13.371024766215633 -823,823,2016-09-07,13.447333335876465,13.766667366027832,13.380666732788086,13.699999809265137,54613500,1,13.454494081528305 -824,824,2016-09-08,13.157333374023438,13.326000213623049,13.09066677093506,13.303333282470703,50668500,-1,13.523820775542507 -825,825,2016-09-09,12.964667320251465,13.32800006866455,12.91333293914795,13.272666931152344,56355000,1,13.331704311583842 -826,826,2016-09-12,13.220000267028809,13.424667358398438,12.9399995803833,13.0,55728000,1,13.170793297380538 -827,827,2016-09-13,13.06999969482422,13.232666969299316,12.896666526794434,13.137332916259766,53841000,1,13.215440392458117 -828,828,2016-09-14,13.093999862670898,13.194666862487791,12.990667343139648,13.050000190734863,33817500,-1,13.154331652337984 -829,829,2016-09-15,13.361332893371582,13.501333236694336,13.09333324432373,13.099332809448242,46158000,-1,13.17583537120209 -830,830,2016-09-16,13.69333267211914,13.713333129882812,13.266667366027832,13.361332893371582,46617000,1,13.312927042057222 -831,831,2016-09-19,13.755999565124512,13.961999893188477,13.666666984558104,13.800000190734863,34492500,-1,13.52400482119197 -832,832,2016-09-20,13.642666816711426,13.850000381469728,13.593999862670898,13.789999961853027,36157500,-1,13.758053342692211 -833,833,2016-09-21,13.6813325881958,13.800000190734863,13.437333106994627,13.758000373840332,39502500,1,13.755736504186709 -834,834,2016-09-22,13.76200008392334,13.8186674118042,13.533332824707031,13.760000228881836,35743500,-1,13.707540338847663 -835,835,2016-09-23,13.829999923706056,14.01200008392334,13.711333274841309,13.732666969299316,43578000,-1,13.736190273483508 -836,836,2016-09-26,13.932666778564451,14.06666660308838,13.766667366027832,13.766667366027832,35916000,1,13.818116081944423 -837,837,2016-09-27,13.720666885375977,13.998666763305664,13.640666961669922,13.976667404174805,50598000,1,13.905329075154503 -838,838,2016-09-28,13.751333236694336,13.883333206176758,13.684000015258787,13.833999633789062,31326000,1,13.816529841538172 -839,839,2016-09-29,13.380000114440918,13.821999549865724,13.371999740600586,13.706666946411133,40905000,-1,13.808406824120274 -840,840,2016-09-30,13.60200023651123,13.665332794189451,13.303333282470703,13.480667114257812,38794500,-1,13.603329952936006 -841,841,2016-10-03,14.24666690826416,14.378000259399414,13.883333206176758,14.153332710266112,89998500,1,13.558540088937736 -842,842,2016-10-04,14.093999862670898,14.221332550048828,13.92133331298828,14.206666946411133,53122500,0,13.97820896710305 -843,843,2016-10-05,13.897333145141602,14.210000038146973,13.874667167663574,14.149333000183104,28162500,1,14.075262696658632 -844,844,2016-10-06,13.399999618530272,13.61400032043457,13.347332954406738,13.497332572937012,70551000,-1,14.060677807351594 -845,845,2016-10-07,13.107333183288574,13.42133331298828,13.053333282470703,13.399999618530272,52395000,1,13.641036730277127 -846,846,2016-10-10,13.396666526794434,13.609333038330078,13.310667037963867,13.423333168029783,49744500,-1,13.326480862959983 -847,847,2016-10-11,13.34000015258789,13.479999542236328,13.220666885375977,13.456666946411133,34926000,-1,13.402971497458868 -848,848,2016-10-12,13.434000015258787,13.592000007629396,13.361332893371582,13.396666526794434,29560500,-1,13.401940793261021 -849,849,2016-10-13,13.349332809448242,13.393333435058594,13.136667251586914,13.366666793823242,37419000,-1,13.486056210781106 -850,850,2016-10-14,13.100666999816896,13.428667068481444,13.08666706085205,13.37733268737793,64048500,-1,13.392835875306941 -851,851,2016-10-17,12.93066692352295,13.22599983215332,12.800000190734863,13.136667251586914,68311500,1,13.255208335390645 -852,852,2016-10-18,13.273332595825195,13.29800033569336,12.883999824523926,13.065999984741213,85207500,1,13.07371747263485 -853,853,2016-10-19,13.570667266845703,13.77733325958252,13.20400047302246,13.315999984741213,104868000,1,13.160030268951287 -854,854,2016-10-20,13.273332595825195,13.533332824707031,13.136667251586914,13.474666595458984,76093500,1,13.434387944139536 -855,855,2016-10-21,13.339332580566406,13.437999725341797,13.160667419433594,13.239999771118164,44151000,1,13.420810814025232 -856,856,2016-10-24,13.517333030700684,13.596667289733888,13.350000381469728,13.399999618530272,41274000,-1,13.426098605785118 -857,857,2016-10-25,13.489333152770996,13.645999908447266,13.41333293914795,13.526666641235352,36675000,-1,13.535666953895571 -858,858,2016-10-26,13.482666969299316,13.54599952697754,13.34000015258789,13.399999618530272,84492000,1,13.580642320369027 -859,859,2016-10-27,13.600666999816896,14.24666690826416,13.44333267211914,14.089332580566406,196405500,-1,13.528757957912124 -860,860,2016-10-28,13.33133316040039,13.687999725341797,13.321999549865724,13.600000381469728,64201500,1,13.587860649013972 -861,861,2016-10-31,13.182000160217283,13.499333381652832,13.053999900817873,13.499333381652832,70384500,1,13.645285562493411 -862,862,2016-11-01,12.719332695007324,13.233332633972168,12.540666580200195,13.202667236328123,105900000,1,13.44110051145489 -863,863,2016-11-02,12.534667015075684,12.846667289733888,12.500666618347168,12.670000076293944,63801000,1,13.021218329723542 -864,864,2016-11-03,12.494667053222656,12.764666557312012,12.469332695007324,12.600000381469728,39795000,0,12.821040035027277 -865,865,2016-11-04,12.70400047302246,12.897333145141602,12.397333145141602,12.600000381469728,77190000,1,12.745460887821375 -866,866,2016-11-07,12.880666732788086,12.952667236328123,12.670000076293944,12.906000137329102,58051500,-1,12.742751191979686 -867,867,2016-11-08,12.996000289916992,13.166000366210938,12.750666618347168,12.919333457946776,49014000,1,12.883942370414662 -868,868,2016-11-09,12.670666694641112,12.800000190734863,12.263333320617676,12.458666801452637,122596500,1,13.017532803452843 -869,869,2016-11-10,12.356666564941406,12.77400016784668,12.027999877929688,12.736666679382324,101254500,-1,12.690626453278762 -870,870,2016-11-11,12.570667266845703,12.592000007629396,12.199999809265137,12.28266716003418,59827500,1,12.521573240118895 -871,871,2016-11-14,12.096667289733888,12.550000190734863,11.879332542419434,12.533332824707031,98283000,1,12.62587977652816 -872,872,2016-11-15,12.251333236694336,12.428667068481444,12.136667251586914,12.185333251953123,58530000,1,12.346973163025032 -873,873,2016-11-16,12.26200008392334,12.315333366394045,12.080666542053224,12.17666721343994,51516000,1,12.431505961114281 -874,874,2016-11-17,12.577333450317385,12.63266658782959,12.140666961669922,12.232666969299316,73306500,1,12.426214041681519 -875,875,2016-11-18,12.334667205810549,12.866666793823242,12.333333015441896,12.710000038146973,78154500,1,12.54776818061 -876,876,2016-11-21,12.3013334274292,12.592666625976562,12.293999671936035,12.336000442504885,65415000,-1,12.585573536491598 -877,877,2016-11-22,12.744667053222656,12.764666557312012,12.247332572937012,12.38933277130127,84051000,1,12.559415987860675 -878,878,2016-11-23,12.87600040435791,13.042667388916016,12.600000381469728,12.707332611083984,73378500,0,12.668232128290345 -879,879,2016-11-25,13.109999656677246,13.149333000183104,12.90933322906494,12.90933322906494,35491500,0,12.896370307839115 -880,880,2016-11-28,13.074666976928713,13.289999961853027,12.970000267028809,13.031999588012695,67938000,-1,13.129879803822462 -881,881,2016-11-29,12.637999534606934,13.11533260345459,12.633333206176758,13.03733253479004,66589500,-1,13.189670845077643 -882,882,2016-11-30,12.626667022705078,12.792667388916016,12.5,12.733332633972168,53206500,1,12.967982518605812 -883,883,2016-12-01,12.125332832336426,12.5686674118042,12.06666660308838,12.550000190734863,76896000,-1,12.824244080397074 -884,884,2016-12-02,12.097999572753906,12.325332641601562,12.0,12.19200038909912,60634500,0,12.479778124195125 -885,885,2016-12-05,12.453332901000977,12.592666625976562,12.167332649230955,12.167332649230955,61083000,0,12.342406014388636 -886,886,2016-12-06,12.390000343322754,12.43866729736328,12.178667068481444,12.368000030517578,50874000,-1,12.487904055264465 -887,887,2016-12-07,12.876667022705078,12.893333435058594,12.333333015441896,12.40999984741211,81928500,-1,12.503598195956158 -888,888,2016-12-08,12.81933307647705,12.833333015441896,12.63599967956543,12.803333282470703,47911500,0,12.72075555163034 -889,889,2016-12-09,12.812000274658203,12.922666549682615,12.720666885375977,12.724666595458984,40837500,0,12.867002886535511 -890,890,2016-12-12,12.82866668701172,12.961333274841309,12.745332717895508,12.853333473205566,36583500,-1,12.940290446881747 -891,891,2016-12-13,13.210000038146973,13.41866683959961,12.866666793823242,12.878666877746582,102358500,1,12.973741107877977 -892,892,2016-12-14,13.246000289916992,13.533332824707031,13.11733341217041,13.249333381652832,62263500,1,13.121964626874142 -893,893,2016-12-15,13.17199993133545,13.38266658782959,13.15933322906494,13.227333068847656,48294000,-1,13.30938598433722 -894,894,2016-12-16,13.499333381652832,13.505999565124512,13.173333168029783,13.20533275604248,56953500,0,13.330509714492344 -895,895,2016-12-19,13.51533317565918,13.630000114440918,13.322667121887209,13.499333381652832,52321500,1,13.442860356926268 -896,896,2016-12-20,13.919333457946776,13.93333339691162,13.5,13.536666870117188,70336500,1,13.527640329779569 -897,897,2016-12-21,13.846667289733888,14.148667335510254,13.827333450317385,13.896666526794434,78114000,1,13.760839764688559 -898,898,2016-12-22,13.896666526794434,13.999333381652832,13.766667366027832,13.881333351135254,46666500,1,13.920129331864013 -899,899,2016-12-23,14.22266674041748,14.229999542236328,13.847332954406738,13.866666793823242,70057500,1,13.95188024144987 -900,900,2016-12-27,14.635333061218262,14.81666660308838,14.29466724395752,14.325332641601562,88735500,1,14.099929062761621 -901,901,2016-12-28,14.649333000183104,14.920000076293944,14.479999542236328,14.768667221069336,56737500,-1,14.473345423904442 -902,902,2016-12-29,14.312000274658203,14.613332748413086,14.274666786193848,14.570667266845703,60675000,1,14.659496672142799 -903,903,2016-12-30,14.246000289916992,14.5,14.112000465393066,14.420000076293944,69639000,1,14.50063516892513 -904,904,2017-01-03,14.465999603271484,14.68866729736328,14.064000129699709,14.324000358581545,88849500,-1,14.354089913159948 -905,905,2017-01-04,15.13266658782959,15.199999809265137,14.28733253479004,14.31666660308838,168202500,-1,14.389399362374462 -906,906,2017-01-05,15.116666793823242,15.165332794189451,14.796667098999023,15.094667434692385,88675500,-1,14.712089780313132 -907,907,2017-01-06,15.267333030700684,15.354000091552734,15.029999732971191,15.128666877746582,82918500,1,15.06553476044641 -908,908,2017-01-09,15.41866683959961,15.461333274841309,15.199999809265137,15.264666557312012,59692500,1,15.241040861736801 -909,909,2017-01-10,15.324666976928713,15.466667175292969,15.12600040435791,15.466667175292969,54900000,-1,15.36486163938447 -910,910,2017-01-11,15.315333366394045,15.33199977874756,15.112000465393066,15.271332740783691,54762000,-1,15.344183940704362 -911,911,2017-01-12,15.305999755859377,15.380000114440918,15.038666725158691,15.27066707611084,56853000,0,15.27270612211046 -912,912,2017-01-13,15.850000381469728,15.856666564941406,15.305999755859377,15.333333015441896,91395000,1,15.221568504237887 -913,913,2017-01-17,15.70533275604248,15.997332572937012,15.624667167663574,15.779999732971191,69262500,1,15.511046755691124 -914,914,2017-01-18,15.890666961669922,15.980667114257812,15.70533275604248,15.776666641235352,56535000,1,15.6975071848383 -915,915,2017-01-19,16.250667572021484,16.57866668701172,16.049999237060547,16.483333587646484,115984500,-1,15.840662073294034 -916,916,2017-01-20,16.315332412719727,16.399999618530273,16.200666427612305,16.36400032043457,63064500,-1,16.083151716178534 -917,917,2017-01-23,16.594667434692383,16.72599983215332,16.366666793823242,16.389999389648438,93943500,0,16.303865517294398 -918,918,2017-01-24,16.974000930786133,16.98666763305664,16.643333435058594,16.666667938232422,74482500,0,16.42738679585419 -919,919,2017-01-25,16.96466636657715,17.230667114257812,16.786666870117188,17.15399932861328,77139000,0,16.74776832712775 -920,920,2017-01-26,16.833999633789062,17.049333572387695,16.71666717529297,16.952667236328125,47281500,-1,16.91600820662761 -921,921,2017-01-27,16.863332748413086,16.866666793823242,16.56800079345703,16.7586669921875,47494500,0,16.92007529983516 -922,922,2017-01-30,16.708667755126953,17.019332885742188,16.47333335876465,16.8353328704834,57016500,-1,16.880408120681686 -923,923,2017-01-31,16.795333862304688,17.05933380126953,16.51333236694336,16.615999221801758,61741500,-1,16.815925068685576 -924,924,2017-02-01,16.615999221801758,16.8799991607666,16.60333251953125,16.8700008392334,59382000,-1,16.81442071402508 -925,925,2017-02-02,16.770000457763672,16.827999114990234,16.513999938964844,16.555999755859375,37497000,1,16.77103316618574 -926,926,2017-02-03,16.755332946777344,16.812000274658203,16.64533233642578,16.79400062561035,32800500,0,16.77781991021074 -927,927,2017-02-06,17.184667587280273,17.187999725341797,16.708667755126953,16.733333587646484,53437500,-1,16.81853940314359 -928,928,2017-02-07,17.165332794189453,17.333332061767578,17.094667434692383,17.21266746520996,63672000,1,17.03975019428418 -929,929,2017-02-08,17.472000122070312,17.55733299255371,17.079999923706055,17.156667709350586,58995000,0,17.195666360099732 -930,930,2017-02-09,17.946666717529297,18.07866668701172,17.74333381652832,17.75,117303000,-1,17.332105373031705 -931,931,2017-02-10,17.948667526245117,18.06333351135254,17.74066734313965,17.986000061035156,54295500,-1,17.68853526766586 -932,932,2017-02-13,18.706666946411133,18.71933364868164,18.03400039672852,18.04933357238769,105444000,1,17.851805368320587 -933,933,2017-02-14,18.73200035095215,19.159332275390625,18.573999404907227,18.60199928283692,110178000,1,18.240615764056507 -934,934,2017-02-15,18.65066719055176,18.81599998474121,18.429332733154297,18.666667938232425,74218500,1,18.562953994377043 -935,935,2017-02-16,17.93000030517578,18.666667938232425,17.899999618530273,18.50666618347168,106159500,-1,18.637772678556406 -936,936,2017-02-17,18.148666381835938,18.19266700744629,17.610000610351562,17.719999313354492,93856500,1,18.158127863671442 -937,937,2017-02-21,18.49266624450684,18.76000022888184,18.267332077026367,18.36333274841309,85150500,1,17.915362061261142 -938,938,2017-02-22,18.233999252319336,18.89666748046875,18.17333221435547,18.687332153320312,131325000,-1,18.299161947732802 -939,939,2017-02-23,17.06599998474121,17.643999099731445,17.03733253479004,17.600000381469727,223728000,-1,18.17989526799111 -940,940,2017-02-24,17.133333206176758,17.21666717529297,16.68000030517578,16.8439998626709,122574000,1,17.33964201809676 -941,941,2017-02-27,16.415332794189453,16.55733299255371,16.134000778198242,16.544666290283203,171912000,-1,17.109581192802253 -942,942,2017-02-28,16.666000366210938,16.733333587646484,16.260000228881836,16.279333114624023,91171500,1,16.53591575951354 -943,943,2017-03-01,16.667999267578125,16.989999771118164,16.607332229614258,16.94533348083496,72142500,-1,16.575861495885142 -944,944,2017-03-02,16.698667526245117,16.885332107543945,16.551332473754883,16.6473331451416,50277000,1,16.731190621636067 -945,945,2017-03-03,16.771333694458008,16.793333053588867,16.600000381469727,16.715999603271484,43791000,-1,16.763796748621424 -946,946,2017-03-06,16.747333526611328,16.780000686645508,16.500667572021484,16.527332305908203,50332500,-1,16.7893518391155 -947,947,2017-03-07,16.57266616821289,16.926000595092773,16.55466651916504,16.794666290283203,51892500,1,16.77862796287751 -948,948,2017-03-08,16.45800018310547,16.67133331298828,16.35466766357422,16.46666717529297,55878000,1,16.762816851220606 -949,949,2017-03-09,16.32666778564453,16.577333450317383,16.200000762939453,16.5086669921875,58189500,1,16.6262521263691 -950,950,2017-03-10,16.246000289916992,16.433332443237305,16.200000762939453,16.413999557495117,45994500,1,16.47789640043872 -951,951,2017-03-13,16.411333084106445,16.456666946411133,16.185333251953125,16.321332931518555,45339000,1,16.389492755706804 -952,952,2017-03-14,17.200000762939453,17.20800018310547,16.40133285522461,16.407333374023438,113976000,1,16.42452911079964 -953,953,2017-03-15,17.048667907714844,17.399999618530273,16.951332092285156,17.133333206176758,79962000,1,16.6636004638817 -954,954,2017-03-16,17.469999313354492,17.71666717529297,17.270666122436523,17.49333381652832,106983000,1,16.98630508587115 -955,955,2017-03-17,17.433332443237305,17.68866729736328,17.413333892822266,17.600000381469727,97462500,1,17.27628272504145 -956,956,2017-03-20,17.461332321166992,17.636667251586914,17.254667282104492,17.373332977294922,54214500,1,17.399205794539416 -957,957,2017-03-21,16.711999893188477,17.65333366394043,16.682666778564453,17.52199935913086,103629000,1,17.41170827287994 -958,958,2017-03-22,17.000667572021484,17.004667282104492,16.700666427612305,16.770666122436523,60889500,0,16.983764746019567 -959,959,2017-03-23,16.985332489013672,17.17799949645996,16.886667251586914,17.025999069213867,49803000,0,16.912771139874796 -960,960,2017-03-24,17.54400062561035,17.592666625976562,17.000667572021484,17.046667098999023,84709500,1,16.99795580677327 -961,961,2017-03-27,18.014667510986328,18.038000106811523,17.316667556762695,17.373332977294922,93462000,1,17.22757084339705 -962,962,2017-03-28,18.49666786193848,18.71199989318848,18.33333206176757,18.468000411987305,119814000,1,17.569668486584675 -963,963,2017-03-29,18.492000579833984,18.63999938964844,18.36933326721192,18.55599975585937,55143000,1,18.14668983932464 -964,964,2017-03-30,18.527999877929688,18.799999237060547,18.48066711425781,18.535999298095703,62226000,-1,18.428715273892866 -965,965,2017-03-31,18.553333282470703,18.64533233642578,18.42133331298828,18.582000732421875,49419000,-1,18.593739149911798 -966,966,2017-04-03,19.90133285522461,19.933332443237305,18.972000122070312,19.12666702270508,208329000,1,18.579487023879942 -967,967,2017-04-04,20.24666786193848,20.320667266845703,19.635332107543945,19.792667388916016,152019000,-1,19.381063129100614 -968,968,2017-04-05,19.666667938232425,20.32533264160156,19.61333274841309,20.13599967956543,118213500,-1,20.007103632310034 -969,969,2017-04-06,19.913333892822266,20.12933349609375,19.606666564941406,19.79199981689453,82809000,-1,19.968879681837837 -970,970,2017-04-07,20.16933250427246,20.179332733154297,19.809999465942383,19.83333206176757,68694000,1,19.96461312490861 -971,971,2017-04-10,20.826000213623047,20.915332794189453,20.58066749572754,20.61000061035156,114967500,1,20.092492072706282 -972,972,2017-04-11,20.58066749572754,20.89800071716309,20.36666679382324,20.89200019836425,85869000,-1,20.670069083056795 -973,973,2017-04-12,19.78933334350586,20.56333351135254,19.75466728210449,20.422666549682617,90760500,1,20.68061844371358 -974,974,2017-04-13,20.26666641235352,20.49266624450684,19.68666648864746,19.780000686645508,139269000,1,20.150572314956037 -975,975,2017-04-17,20.09600067138672,20.26666641235352,19.91200065612793,20.18000030517578,62080500,-1,20.03740317927101 -976,976,2017-04-18,20.01666641235352,20.05599975585937,19.86000061035156,19.979999542236328,45535500,1,20.18838908263912 -977,977,2017-04-19,20.36800003051757,20.44133377075196,20.14066696166992,20.16399955749512,58470000,-1,20.142239271829983 -978,978,2017-04-20,20.16733360290528,20.61000061035156,20.01533317565918,20.43400001525879,92241000,-1,20.397371217973724 -979,979,2017-04-21,20.37333297729492,20.426666259765625,20.027999877929688,20.13333320617676,67647000,-1,20.342406640333337 -980,980,2017-04-24,20.53533363342285,20.703332901000977,20.40133285522461,20.61466789245605,76252500,1,20.34918670724045 -981,981,2017-04-25,20.91933250427246,20.93199920654297,20.39066696166992,20.53333282470703,101065500,-1,20.579258337325722 -982,982,2017-04-26,20.67799949645996,20.96666717529297,20.600000381469727,20.82466697692871,70425000,-1,20.75102294595729 -983,983,2017-04-27,20.57533264160156,20.87266731262207,20.5,20.779333114624023,52029000,-1,20.82759904756516 -984,984,2017-04-28,20.9379997253418,20.98666763305664,20.53333282470703,20.655332565307617,67582500,-1,20.78882951586032 -985,985,2017-05-01,21.52199935913086,21.81666755676269,20.98733329772949,20.992000579833984,132444000,-1,20.896040234345072 -986,986,2017-05-02,21.25933265686035,21.8439998626709,21.10400009155273,21.600000381469727,80742000,-1,21.369317264002063 -987,987,2017-05-03,20.73466682434082,21.435333251953125,20.696666717529297,21.17799949645996,107001000,-1,21.49537542245235 -988,988,2017-05-04,19.69733238220215,20.51799964904785,19.38400077819824,20.496000289916992,212280000,-1,21.05693012457542 -989,989,2017-05-05,20.55666732788086,20.56999969482422,19.786666870117188,19.86666679382324,122659500,-1,19.89900303611383 -990,990,2017-05-08,20.47933387756348,20.91933250427246,20.38800048828125,20.726667404174805,105097500,1,20.395564754079263 -991,991,2017-05-09,21.41733360290528,21.465999603271484,20.606666564941406,20.625333786010746,145147500,-1,20.666125455829132 -992,992,2017-05-10,21.68133354187012,21.700000762939453,21.20800018310547,21.437332153320312,86124000,1,21.10047950147197 -993,993,2017-05-11,21.540000915527344,21.733333587646484,21.30666732788086,21.559999465942383,71307000,1,21.605327886944664 -994,994,2017-05-12,21.65399932861328,21.799999237060547,21.435333251953125,21.69866752624512,61824000,1,21.64661821275599 -995,995,2017-05-15,21.058666229248047,21.34666633605957,20.8353328704834,21.22533226013184,114330000,-1,21.705147642936492 -996,996,2017-05-16,21.13400077819824,21.33733367919922,21.00933265686035,21.172666549682617,62287500,-1,21.207880578517646 -997,997,2017-05-17,20.40733337402344,20.97533226013184,20.36666679382324,20.959333419799805,100678500,0,21.243072631859448 -998,998,2017-05-18,20.87066650390625,20.929332733154297,20.35400009155273,20.46666717529297,84807000,1,20.70264079253448 -999,999,2017-05-19,20.722000122070312,21.100000381469727,20.68000030517578,21.03333282470703,70314000,1,20.717743219179027 -1000,1000,2017-05-22,20.690000534057617,20.95800018310547,20.453332901000977,20.85333251953125,64938000,1,20.865151644184103 -1001,1001,2017-05-23,20.257333755493164,20.71533393859864,20.23200035095215,20.69733238220215,64776000,1,20.79630206059364 -1002,1002,2017-05-24,20.68133354187012,20.733333587646484,20.36000061035156,20.43400001525879,75499500,1,20.543519488729842 -1003,1003,2017-05-25,21.121999740600582,21.131332397460938,20.520666122436523,20.73466682434082,75210000,1,20.63003065614867 -1004,1004,2017-05-26,21.676000595092773,21.69933319091797,21.08733367919922,21.152000427246094,117033000,1,20.92471881988677 -1005,1005,2017-05-30,22.34000015258789,22.41866683959961,21.71733283996582,21.733333587646484,116743500,-1,21.44303750158754 -1006,1006,2017-05-31,22.733999252319336,22.85933303833008,22.3439998626709,22.512666702270508,149451000,-1,22.136394279315716 -1007,1007,2017-06-01,22.69133377075196,22.992000579833984,22.48600006103516,22.933332443237305,114120000,-1,22.622243229339286 -1008,1008,2017-06-02,22.656667709350582,22.858667373657227,22.39533233642578,22.65133285522461,83853000,-1,22.875966425010493 -1009,1009,2017-06-05,23.15466690063477,23.22933387756348,22.28066635131836,22.56666755676269,101766000,1,22.78715347295195 -1010,1010,2017-06-06,23.523332595825195,23.965999603271484,22.6646671295166,22.979999542236328,166302000,1,22.93361496123816 -1011,1011,2017-06-07,23.976667404174805,24.03333282470703,23.676000595092773,23.756000518798828,140970000,1,23.24765122738136 -1012,1012,2017-06-08,24.666667938232425,24.793333053588867,24.014667510986328,24.25,135922500,-1,23.85801070133058 -1013,1013,2017-06-09,23.821332931518555,25.12466621398925,23.65333366394043,24.961332321166992,258921000,1,24.3574081305626 -1014,1014,2017-06-12,23.93400001525879,24.299999237060547,23.37466621398925,23.86599922180176,157765500,-1,23.798494028919585 -1015,1015,2017-06-13,25.06333351135254,25.06666755676269,24.44066619873047,24.507999420166016,177118500,1,24.182970732340955 -1016,1016,2017-06-14,25.37733268737793,25.61666679382324,25.08733367919922,25.4060001373291,192276000,-1,24.68131584779359 -1017,1017,2017-06-15,25.022666931152344,25.03066635131836,24.432666778564453,24.83333206176757,156397500,-1,24.99416820023392 -1018,1018,2017-06-16,24.76000022888184,25.200666427612305,24.67333221435547,25.19866752624512,100965000,-1,24.90024567476207 -1019,1019,2017-06-19,24.65333366394043,25.11333274841309,24.520000457763672,25.0,98239500,-1,24.887180861693103 -1020,1020,2017-06-20,24.81599998474121,25.2586669921875,24.648666381835938,25.1113338470459,111580500,-1,24.67187950198791 -1021,1021,2017-06-21,25.09333229064941,25.132667541503903,24.534666061401367,24.956666946411133,73848000,-1,24.67682979578902 -1022,1022,2017-06-22,25.507333755493164,25.666667938232425,24.90466690063477,25.19933319091797,112947000,1,24.636912771024335 -1023,1023,2017-06-23,25.56333351135254,25.79933357238769,25.290000915527344,25.49666786193848,96687000,1,24.896434618675045 -1024,1024,2017-06-26,25.166000366210938,25.796667098999023,24.87333297729492,25.779333114624023,99061500,1,25.050457032455 -1025,1025,2017-06-27,24.15800094604492,25.09333229064941,24.134666442871094,25.09333229064941,104946000,1,24.866689151096754 -1026,1026,2017-06-28,24.74933242797852,24.78266716003418,24.167999267578125,24.44533348083496,94537500,1,24.302010875682974 -1027,1027,2017-06-29,24.049999237060547,24.733333587646484,23.606666564941406,24.707332611083984,123315000,1,24.351696402517803 -1028,1028,2017-06-30,24.10733222961425,24.45133209228516,23.974666595458984,24.247333526611328,87727500,1,24.027340468573215 -1029,1029,2017-07-03,23.507999420166016,24.75666618347168,23.433332443237305,24.682666778564453,94581000,-1,24.04414543887743 -1030,1030,2017-07-05,21.80599975585937,23.14933204650879,21.755332946777344,23.14666748046875,255700500,-1,23.740374937983926 -1031,1031,2017-07-06,20.588666915893555,21.38599967956543,20.420000076293945,21.15066719055176,289867500,-1,22.13199952172301 -1032,1032,2017-07-07,20.881332397460938,21.13333320617676,20.492000579833984,20.89999961853028,212653500,1,21.309152304145073 -1033,1033,2017-07-10,21.06999969482422,21.19599914550781,20.20866775512696,20.86000061035156,207313500,1,21.395354138902402 -1034,1034,2017-07-11,21.814666748046875,21.818666458129883,20.953332901000977,21.06666755676269,173391000,1,21.29113622605785 -1035,1035,2017-07-12,21.968000411987305,22.206666946411133,21.63333320617676,22.02666664123535,155191500,1,21.833308486511243 -1036,1036,2017-07-13,21.560667037963867,22.106666564941406,21.33133316040039,22.007333755493164,128917500,0,22.20892089102684 -1037,1037,2017-07-14,21.85199928283692,21.89466667175293,21.4146671295166,21.54599952697754,84378000,-1,21.98242431126173 -1038,1038,2017-07-17,21.30466651916504,21.80666732788086,20.89666748046875,21.702667236328125,148153500,-1,21.92401434079038 -1039,1039,2017-07-18,21.882667541503903,21.941999435424805,21.04400062561035,21.166667938232425,95605500,-1,21.413988396704045 -1040,1040,2017-07-19,21.68400001525879,22.11000061035156,21.54800033569336,21.881999969482425,95355000,-1,21.710537412496873 -1041,1041,2017-07-20,21.994667053222656,22.014667510986328,21.61333274841309,21.793333053588867,77493000,-1,21.83875215862331 -1042,1042,2017-07-21,21.8933334350586,22.083999633789062,21.71999931335449,21.964000701904297,73524000,1,21.916804995904045 -1043,1043,2017-07-24,22.834667205810547,22.8933334350586,22.000667572021484,22.016000747680664,129556500,1,21.94418020803372 -1044,1044,2017-07-25,22.63999938964844,23.040000915527344,22.27666664123535,23.0,104838000,1,22.48943559732204 -1045,1045,2017-07-26,22.92333221435547,23.03333282470703,22.541332244873047,22.69066619873047,72312000,-1,22.691265203973444 -1046,1046,2017-07-27,22.297332763671875,23.166667938232425,21.752666473388672,23.06666755676269,124536000,-1,22.828158260921896 -1047,1047,2017-07-28,22.33799934387207,22.63999938964844,22.16733360290528,22.459333419799805,73206000,1,22.43468517306269 -1048,1048,2017-07-31,21.564666748046875,22.766000747680664,21.402666091918945,22.36666679382324,128026500,-1,22.42531632684876 -1049,1049,2017-08-01,21.30466651916504,21.6299991607666,21.07533264160156,21.53333282470703,124546500,-1,21.93769539113947 -1050,1050,2017-08-02,21.72599983215332,21.808000564575195,20.74799919128418,21.262666702270508,196372500,1,21.462281198149274 -1051,1051,2017-08-03,23.139333724975582,23.33333206176757,22.87666702270508,23.02199935913086,203025000,1,21.419667103365825 -1052,1052,2017-08-04,23.79400062561035,23.81800079345703,22.88666725158692,23.13333320617676,139033500,1,22.899888474572023 -1053,1053,2017-08-07,23.67799949645996,23.96533393859864,23.51666641235352,23.82333374023437,94867500,1,23.67723611122111 -1054,1054,2017-08-08,24.347999572753903,24.57200050354004,23.82666778564453,23.8353328704834,111747000,1,23.85228974672288 -1055,1055,2017-08-09,24.235332489013672,24.666667938232425,23.93000030517578,24.06666755676269,103381500,1,24.151035170094914 -1056,1056,2017-08-10,23.69333267211914,24.44333267211914,23.643999099731445,24.106666564941406,106393500,1,24.187413079573886 -1057,1057,2017-08-11,23.857999801635746,24.083999633789062,23.57466697692871,23.79800033569336,65487000,1,23.90182619172556 -1058,1058,2017-08-14,24.253332138061523,24.51066780090332,24.17333221435547,24.308666229248047,67788000,1,23.744652178301777 -1059,1059,2017-08-15,24.155332565307617,24.36599922180176,23.95800018310547,24.34666633605957,46276500,1,23.975705708923236 -1060,1060,2017-08-16,24.194000244140625,24.433332443237305,24.167999267578125,24.200000762939453,51207000,1,23.85957047606956 -1061,1061,2017-08-17,23.461332321166992,24.21999931335449,23.439332962036133,24.08066749572754,75415500,1,23.89229660907371 -1062,1062,2017-08-18,23.16399955749512,23.600000381469727,23.053333282470703,23.527332305908203,81123000,-1,23.5208293593439 -1063,1063,2017-08-21,22.52400016784668,23.05466651916504,22.12333297729492,23.05466651916504,97431000,-1,23.18430893062613 -1064,1064,2017-08-22,22.75666618347168,22.81599998474121,22.4913330078125,22.742000579833984,64830000,-1,22.622187384353303 -1065,1065,2017-08-23,23.51799964904785,23.56599998474121,22.553333282470703,22.59933280944824,74317500,0,22.646480438865197 -1066,1066,2017-08-24,23.52866744995117,23.777332305908203,23.31599998474121,23.501333236694336,68770500,1,23.045066985006304 -1067,1067,2017-08-25,23.203332901000977,23.71266746520996,23.15333366394043,23.61599922180176,52260000,-1,23.320556128171457 -1068,1068,2017-08-28,23.04400062561035,23.156667709350582,22.64800071716309,23.152000427246094,56460000,1,23.206389552475887 -1069,1069,2017-08-29,23.15733337402344,23.270000457763672,22.58333206176757,22.631999969482425,61105500,1,22.907474651711606 -1070,1070,2017-08-30,23.545333862304688,23.564666748046875,23.13333320617676,23.31133270263672,51193500,1,22.90737752999685 -1071,1071,2017-08-31,23.726667404174805,23.895999908447266,23.521333694458008,23.56999969482422,61092000,1,23.184087007507912 -1072,1072,2017-09-01,23.69333267211914,23.839332580566406,23.57933235168457,23.7413330078125,45742500,-1,23.43527629764114 -1073,1073,2017-09-05,23.30599975585937,23.69933319091797,23.05933380126953,23.58666610717773,57526500,1,23.45769538866682 -1074,1074,2017-09-06,22.96866607666016,23.398666381835938,22.770666122436523,23.299999237060547,61371000,1,23.22527049943301 -1075,1075,2017-09-07,23.374000549316406,23.498666763305664,22.89666748046875,23.065332412719727,63588000,-1,22.96418013608899 -1076,1076,2017-09-08,22.8933334350586,23.318666458129883,22.81999969482422,23.266000747680664,48952500,-1,23.08050378506929 -1077,1077,2017-09-11,24.246000289916992,24.247333526611328,23.33333206176757,23.42333221435547,115006500,-1,22.918153184249018 -1078,1078,2017-09-12,24.183332443237305,24.583999633789062,24.02666664123535,24.29933357238769,89593500,-1,23.628066300691636 -1079,1079,2017-09-13,24.415332794189453,24.538000106811523,23.9726676940918,24.25466728210449,62778000,-1,23.983617243807252 -1080,1080,2017-09-14,25.176000595092773,25.19733238220215,24.17533302307129,24.288667678833008,108037500,-1,24.01985432679983 -1081,1081,2017-09-15,25.320667266845703,25.33333206176757,24.84666633605957,24.96733283996582,81307500,1,24.434218781111603 -1082,1082,2017-09-18,25.666667938232425,25.974000930786133,25.178667068481445,25.350000381469727,107820000,1,24.696041442184885 -1083,1083,2017-09-19,25.00666618347168,25.49266624450684,24.90466690063477,25.33333206176757,96778500,-1,25.006977583193077 -1084,1084,2017-09-20,24.92733383178711,25.21666717529297,24.738000869750977,24.86666679382324,73786500,-1,24.787583514428064 -1085,1085,2017-09-21,24.43199920654297,25.121999740600582,24.30066680908203,24.99333381652832,69273000,1,24.61421931115447 -1086,1086,2017-09-22,23.4060001373291,24.65999984741211,23.39200019836425,24.432666778564453,122391000,-1,24.286688953963086 -1087,1087,2017-09-25,22.99933242797852,23.83133316040039,22.858667373657227,23.543333053588867,114088500,-1,23.698720405742264 -1088,1088,2017-09-26,23.01666641235352,23.416000366210938,22.726667404174805,23.39533233642578,107344500,1,23.26852316949098 -1089,1089,2017-09-27,22.731332778930664,23.432666778564453,22.700000762939453,23.32666778564453,90904500,-1,23.103145770430338 -1090,1090,2017-09-28,22.63999938964844,22.850000381469727,22.36000061035156,22.658666610717773,79794000,-1,22.97014777985217 -1091,1091,2017-09-29,22.739999771118164,22.978666305541992,22.57333374023437,22.790666580200195,76606500,1,22.680691562887965 -1092,1092,2017-10-02,22.768667221069336,22.913333892822266,22.367332458496094,22.834667205810547,79302000,1,22.72580896986925 -1093,1093,2017-10-03,23.209333419799805,23.23666763305664,22.0853328704834,22.3933334350586,152304000,-1,22.66324170439777 -1094,1094,2017-10-04,23.66733360290528,23.90800094604492,23.30666732788086,23.416667938232425,122452500,1,22.77340395179396 -1095,1095,2017-10-05,23.68866729736328,23.82933235168457,23.42333221435547,23.733333587646484,62575500,1,23.533123997214847 -1096,1096,2017-10-06,23.79199981689453,24.00666618347168,23.483333587646484,23.540000915527344,64462500,1,23.601453494022795 -1097,1097,2017-10-09,22.862667083740234,23.450000762939453,22.844667434692383,23.309999465942383,112405500,-1,23.612980870347172 -1098,1098,2017-10-10,23.70599937438965,23.70866775512696,23.03533363342285,23.1200008392334,104677500,-1,23.111143743640486 -1099,1099,2017-10-11,23.63999938964844,23.84000015258789,23.40999984741211,23.59266662597656,67512000,-1,23.417689011924566 -1100,1100,2017-10-12,23.71199989318848,23.985332489013672,23.50933265686035,23.530000686645508,61305000,-1,23.518108008896437 -1101,1101,2017-10-13,23.704666137695312,23.89933204650879,23.57866668701172,23.798667907714844,53107500,-1,23.548372106431525 -1102,1102,2017-10-16,23.37333297729492,23.631999969482425,23.143999099731445,23.583999633789062,80632500,0,23.5156362612559 -1103,1103,2017-10-17,23.71666717529297,23.74799919128418,23.33799934387207,23.393999099731445,49399500,-1,23.289488348446763 -1104,1104,2017-10-18,23.976667404174805,24.200000762939453,23.608667373657227,23.731332778930664,74086500,-1,23.391427300254566 -1105,1105,2017-10-19,23.45400047302246,23.809999465942383,23.21333312988281,23.70400047302246,75927000,1,23.647671290032264 -1106,1106,2017-10-20,23.00666618347168,23.63666725158692,22.95599937438965,23.512666702270508,73956000,-1,23.381278081062575 -1107,1107,2017-10-23,22.468000411987305,23.32999992370605,22.416667938232425,23.32533264160156,86209500,1,23.10561169076799 -1108,1108,2017-10-24,22.48933219909668,22.85333251953125,22.4106674194336,22.58666610717773,67375500,-1,22.692922586035753 -1109,1109,2017-10-25,21.7226676940918,22.5,21.570667266845703,22.446666717529297,128911500,-1,22.55276769629722 -1110,1110,2017-10-26,21.744667053222656,22.01533317565918,21.546667098999023,21.85199928283692,75352500,-1,21.969916005618316 -1111,1111,2017-10-27,21.391332626342773,21.639333724975582,21.11066627502441,21.31666755676269,104695500,-1,21.856214642936425 -1112,1112,2017-10-30,21.338666915893555,21.5853328704834,21.14999961853028,21.27866744995117,63816000,1,21.502947516943294 -1113,1113,2017-10-31,22.10199928283692,22.1299991607666,21.345333099365234,21.34866714477539,85084500,-1,21.457011373906617 -1114,1114,2017-11-01,21.405332565307617,22.17399978637696,21.35066795349121,22.14999961853028,126859500,-1,21.82710240893834 -1115,1115,2017-11-02,19.950666427612305,20.57933235168457,19.5086669921875,20.0086669921875,296871000,-1,21.658165499031895 -1116,1116,2017-11-03,20.4060001373291,20.416667938232425,19.67533302307129,19.96666717529297,133410000,-1,20.3191163675263 -1117,1117,2017-11-06,20.185333251953125,20.5,19.93400001525879,20.46666717529297,97290000,1,20.568213170315108 -1118,1118,2017-11-07,20.40333366394043,20.433332443237305,20.00200080871582,20.06800079345703,79414500,1,20.470213960866378 -1119,1119,2017-11-08,20.292667388916016,20.459333419799805,20.08666610717773,20.36666679382324,70879500,1,20.391890639610047 -1120,1120,2017-11-09,20.19933319091797,20.297332763671875,19.753332138061523,20.166667938232425,81706500,0,20.359795797751808 -1121,1121,2017-11-10,20.19933319091797,20.55733299255371,20.12333297729492,20.166667938232425,69381000,-1,20.157152796739325 -1122,1122,2017-11-13,21.02666664123535,21.1200008392334,19.94066619873047,20.0086669921875,113773500,-1,20.29311445644327 -1123,1123,2017-11-14,20.57999992370605,21.09000015258789,20.459999084472656,21.0,85141500,-1,20.59459385608568 -1124,1124,2017-11-15,20.753332138061523,20.832666397094727,20.100000381469727,20.40066719055176,89680500,-1,20.737640059272497 -1125,1125,2017-11-16,20.83333206176757,21.209333419799805,20.753332138061523,20.932666778564453,87331500,1,20.61196213233548 -1126,1126,2017-11-17,21.003332138061523,21.777999877929688,20.87666702270508,21.711332321166992,206026500,1,20.89691432977788 -1127,1127,2017-11-20,20.582666397094727,21.03333282470703,20.31666755676269,20.91933250427246,123715500,-1,21.06099806759797 -1128,1128,2017-11-21,21.187332153320312,21.21533393859864,20.58066749572754,20.724000930786133,108919500,-1,20.915546645145223 -1129,1129,2017-11-22,20.84000015258789,21.161333084106445,20.78933334350586,21.11800003051757,73764000,1,21.117704523192504 -1130,1130,2017-11-24,21.036666870117188,21.0939998626709,20.733333587646484,20.91933250427246,48661500,1,21.09222318450057 -1131,1131,2017-11-27,21.12066650390625,21.1560001373291,20.63400077819824,20.88333320617676,68338500,1,21.090221505959448 -1132,1132,2017-11-28,21.170000076293945,21.33333206176757,20.92799949645996,21.09066772460937,74242500,-1,21.080318004705788 -1133,1133,2017-11-29,20.502666473388672,21.200000762939453,20.082000732421875,21.15333366394043,131511000,-1,21.196155073895163 -1134,1134,2017-11-30,20.59000015258789,20.71333312988281,20.30266761779785,20.570667266845703,65274000,-1,20.614689310085826 -1135,1135,2017-12-01,20.435333251953125,20.6879997253418,20.33666610717773,20.362667083740234,64393500,1,20.622620269312794 -1136,1136,2017-12-04,20.34666633605957,20.551332473754883,20.040666580200195,20.433332443237305,87526500,-1,20.598509318016063 -1137,1137,2017-12-05,20.24666786193848,20.53333282470703,20.06666755676269,20.13333320617676,69697500,1,20.409508033058195 -1138,1138,2017-12-06,20.88400077819824,20.892667770385746,20.0,20.00666618347168,107929500,1,20.35345812025541 -1139,1139,2017-12-07,20.74933242797852,21.242000579833984,20.73666763305664,20.799999237060547,71709000,1,20.54975567403432 -1140,1140,2017-12-08,21.0086669921875,21.131999969482425,20.750667572021484,20.97333335876465,52027500,1,20.916036138587593 -1141,1141,2017-12-11,21.92733383178711,21.93400001525879,20.916667938232425,20.97533226013184,119070000,0,21.05129609390243 -1142,1142,2017-12-12,22.735332489013672,22.762666702270508,22.00200080871582,22.030000686645508,130998000,1,21.558841549393897 -1143,1143,2017-12-13,22.60199928283692,22.94799995422364,22.433332443237305,22.728666305541992,93322500,1,22.415881437868798 -1144,1144,2017-12-14,22.525999069213867,23.16266632080078,22.459999084472656,22.733999252319336,86998500,1,22.736455937849367 -1145,1145,2017-12-15,22.89666748046875,22.926666259765625,22.38400077819824,22.80266761779785,103998000,-1,22.75668639103302 -1146,1146,2017-12-18,22.591333389282227,23.115333557128903,22.505332946777344,22.99333381652832,82143000,1,22.782600406964193 -1147,1147,2017-12-19,22.07333374023437,22.766000747680664,22.020000457763672,22.68400001525879,102375000,1,22.748263024712244 -1148,1148,2017-12-20,21.93199920654297,22.206666946411133,21.66933250427246,22.179332733154297,89307000,1,22.353498703655355 -1149,1149,2017-12-21,22.11066627502441,22.24933242797852,21.81399917602539,21.9726676940918,65778000,0,22.02502675143941 -1150,1150,2017-12-22,21.68000030517578,22.06133270263672,21.65466690063477,21.96733283996582,63237000,1,22.082532518746383 -1151,1151,2017-12-26,21.152666091918945,21.59600067138672,21.10533332824707,21.588666915893555,65676000,1,21.887271253663922 -1152,1152,2017-12-27,20.775999069213867,21.178667068481445,20.71666717529297,21.06666755676269,70681500,1,21.44094452863455 -1153,1153,2017-12-28,21.02400016784668,21.05466651916504,20.63599967956543,20.78333282470703,64744500,1,21.03320620331199 -1154,1154,2017-12-29,20.75666618347168,21.0939998626709,20.666667938232425,21.07866668701172,56658000,1,20.97878307923137 -1155,1155,2018-01-02,21.368667602539062,21.474000930786133,20.733333587646484,20.799999237060547,65283000,-1,20.947410822930916 -1156,1156,2018-01-03,21.14999961853028,21.683332443237305,21.036666870117188,21.39999961853028,67822500,-1,21.1958209751964 -1157,1157,2018-01-04,20.974666595458984,21.23666763305664,20.3786678314209,20.857999801635746,149194500,-1,21.33212450333629 -1158,1158,2018-01-05,21.10533332824707,21.14933204650879,20.799999237060547,21.107999801635746,68868000,-1,20.889040672362615 -1159,1159,2018-01-08,22.42733383178711,22.468000411987305,21.03333282470703,21.06666755676269,147891000,1,21.1255145658846 -1160,1160,2018-01-09,22.246000289916992,22.58666610717773,21.82666778564453,22.3439998626709,107199000,1,21.842870604937538 -1161,1161,2018-01-10,22.31999969482422,22.46666717529297,22.0,22.14666748046875,64648500,1,22.314912246382832 -1162,1162,2018-01-11,22.530000686645508,22.98733329772949,22.21733283996582,22.34933280944824,99682500,1,22.37758197526338 -1163,1163,2018-01-12,22.4146671295166,22.694000244140625,22.244667053222656,22.57533264160156,72376500,1,22.5932310307074 -1164,1164,2018-01-16,22.67066764831543,23.0,22.31999969482422,22.502666473388672,97114500,1,22.505710283063685 -1165,1165,2018-01-17,23.143999099731445,23.26666641235352,22.64999961853028,22.69799995422364,106552500,1,22.65251558222013 -1166,1166,2018-01-18,22.971332550048828,23.48666763305664,22.916000366210938,23.044666290283203,85287000,1,22.98176693619699 -1167,1167,2018-01-19,23.334667205810547,23.37266731262207,22.84000015258789,23.0,73324500,1,23.09476028157831 -1168,1168,2018-01-22,23.437332153320312,23.85533332824707,23.280000686645508,23.293333053588867,93156000,0,23.130984253139395 -1169,1169,2018-01-23,23.519332885742188,24.03333282470703,23.39999961853028,24.0,81981000,1,23.390193368868594 -1170,1170,2018-01-24,23.05933380126953,23.64999961853028,22.90133285522461,23.6386661529541,79312500,1,23.47939626461188 -1171,1171,2018-01-25,22.50933265686035,23.280000686645508,22.426666259765625,23.218000411987305,101104500,-1,23.14214839425059 -1172,1172,2018-01-26,22.856666564941406,22.933332443237305,22.38066673278809,22.76666641235352,68091000,-1,22.740524366480493 -1173,1173,2018-01-29,23.302000045776367,23.38999938964844,22.552000045776367,22.656667709350582,71206500,1,22.696874954217744 -1174,1174,2018-01-30,23.05466651916504,23.218000411987305,22.81133270263672,23.00933265686035,70765500,-1,22.955575152161618 -1175,1175,2018-01-31,23.62066650390625,23.746000289916992,23.012666702270508,23.16733360290528,93211500,-1,22.952686752364777 -1176,1176,2018-02-01,23.28333282470703,23.977333068847656,23.242000579833984,23.39999961853028,62965500,1,23.301274068532393 -1177,1177,2018-02-02,22.916667938232425,23.46333312988281,22.700666427612305,23.22933387756348,55572000,1,23.33937783088258 -1178,1178,2018-02-05,22.20866775512696,22.96466636657715,22.200000762939453,22.531333923339844,66961500,1,22.97817100470815 -1179,1179,2018-02-06,22.264667510986328,22.4146671295166,21.56666755676269,21.680667877197266,76326000,1,22.494640350015807 -1180,1180,2018-02-07,23.0,23.06666755676269,22.37733268737793,22.59933280944824,104538000,1,22.132814858518387 -1181,1181,2018-02-08,21.01533317565918,23.2413330078125,20.97333335876465,22.88733291625977,154719000,1,22.68621973089187 -1182,1182,2018-02-09,20.69466781616211,21.398666381835938,19.65066719055176,21.32866668701172,194005500,-1,21.72965679326372 -1183,1183,2018-02-12,21.048667907714844,21.2053337097168,20.416667938232425,21.07533264160156,93417000,-1,20.632683535787226 -1184,1184,2018-02-13,21.577333450317383,21.612667083740234,20.833999633789062,21.001333236694336,68403000,0,21.084387890162635 -1185,1185,2018-02-14,21.48733329772949,21.744667053222656,21.23466682434082,21.389333724975582,59260500,-1,21.42778647871942 -1186,1186,2018-02-15,22.271333694458008,22.274667739868164,21.49333381652832,21.63333320617676,88693500,0,21.57044565187293 -1187,1187,2018-02-16,22.36599922180176,22.87466621398925,22.10933303833008,22.166667938232425,84639000,-1,21.983592685490244 -1188,1188,2018-02-20,22.31800079345703,22.7226676940918,22.100000381469727,22.29800033569336,60141000,1,22.38343598662029 -1189,1189,2018-02-21,22.21999931335449,22.645999908447266,22.211332321166992,22.402000427246094,48294000,-1,22.389402173557748 -1190,1190,2018-02-22,23.077999114990234,23.16266632080078,22.31666755676269,22.368667602539062,104547000,1,22.35820667877815 -1191,1191,2018-02-23,23.46999931335449,23.666000366210938,23.13999938964844,23.18866729736328,87261000,1,22.76809430764825 -1192,1192,2018-02-26,23.827999114990234,23.933332443237305,23.49066734313965,23.56666755676269,65100000,0,23.26791955803377 -1193,1193,2018-02-27,23.39933204650879,23.99933242797852,23.333999633789062,23.75,71961000,0,23.53966028861792 -1194,1194,2018-02-28,22.87066650390625,23.682666778564453,22.814666748046875,23.50466728210449,91045500,1,23.42187544343912 -1195,1195,2018-03-01,22.062000274658203,23.244667053222656,22.00466728210449,23.000667572021484,103284000,1,23.06789787210255 -1196,1196,2018-03-02,22.341333389282227,22.347999572753903,21.531333923339844,21.798667907714844,76392000,1,22.463204964600763 -1197,1197,2018-03-05,22.22333335876465,22.51666641235352,21.952667236328125,22.159332275390625,57357000,-1,22.141035240455327 -1198,1198,2018-03-06,21.8799991607666,22.42466735839844,21.802000045776367,22.25,64285500,1,22.223392997742618 -1199,1199,2018-03-07,22.15333366394043,22.166667938232425,21.44933319091797,21.69599914550781,75109500,1,22.07001692897436 -1200,1200,2018-03-08,21.940000534057617,22.21999931335449,21.751333236694336,22.19066619873047,53493000,-1,21.950416393338198 -1201,1201,2018-03-09,21.81133270263672,21.89933204650879,21.4913330078125,21.606666564941406,82602000,-1,21.98638784844092 -1202,1202,2018-03-12,23.03400039672852,23.1473331451416,21.76666641235352,21.90733337402344,123960000,1,21.806654888722207 -1203,1203,2018-03-13,22.78933334350586,23.1473331451416,21.76666641235352,21.90733337402344,89487000,1,22.506274074617842 -1204,1204,2018-03-14,21.775333404541016,22.65399932861328,21.595333099365234,22.450666427612305,119511000,-1,22.615199476976613 -1205,1205,2018-03-15,21.706666946411133,22.190000534057617,21.406667709350582,21.95866775512696,98472000,1,22.11551213942605 -1206,1206,2018-03-16,21.42333221435547,21.82666778564453,21.271333694458008,21.52866744995117,91759500,-1,21.872463105815086 -1207,1207,2018-03-19,20.90399932861328,21.38333320617676,20.64466667175293,21.100000381469727,112264500,-1,21.608735887915447 -1208,1208,2018-03-20,20.703332901000977,21.08333206176757,20.583999633789062,20.9913330078125,71464500,-1,21.07818132698116 -1209,1209,2018-03-21,21.10199928283692,21.496000289916992,20.679332733154297,20.683332443237305,89376000,-1,20.896982314978207 -1210,1210,2018-03-22,20.606666564941406,21.25466728210449,20.545333862304688,20.926000595092773,74097000,1,21.067768907942177 -1211,1211,2018-03-23,20.1026668548584,20.75,20.030000686645508,20.75,99823500,-1,20.886544644293387 -1212,1212,2018-03-26,20.27866744995117,20.506000518798828,19.42399978637696,20.48933219909668,125628000,-1,20.366229625745817 -1213,1213,2018-03-27,18.61199951171875,20.284666061401367,18.478666305541992,20.26666641235352,208080000,-1,19.99392955731197 -1214,1214,2018-03-28,17.185333251953125,17.91200065612793,16.80666732788086,17.6386661529541,315021000,-1,19.017983067852832 -1215,1215,2018-03-29,17.742000579833984,18.06399917602539,16.547332763671875,17.099332809448242,227560500,-1,17.945857915488066 -1216,1216,2018-04-02,16.832000732421875,17.35533332824707,16.305999755859375,17.083999633789062,241710000,-1,17.981390137635803 -1217,1217,2018-04-03,17.8353328704834,18.22333335876465,16.965999603271484,17.988000869750977,282666000,-1,17.465648702038227 -1218,1218,2018-04-04,19.12933349609375,19.224666595458984,16.799999237060547,16.851999282836914,298450500,-1,18.169651112322946 -1219,1219,2018-04-05,20.381332397460938,20.41733360290528,19.21333312988281,19.28933334350586,286816500,-1,18.922764210293277 -1220,1220,2018-04-06,19.953332901000977,20.618667602539062,19.700000762939453,20.06666755676269,202804500,-1,20.219884683517314 -1221,1221,2018-04-09,19.310667037963867,20.63333320617676,19.28066635131836,20.024667739868164,153747000,-1,20.372410937281455 -1222,1222,2018-04-10,20.31333351135254,20.47333335876465,19.57866668701172,19.93133354187012,164847000,-1,19.972606242033024 -1223,1223,2018-04-11,20.062000274658203,20.59866714477539,19.977333068847656,20.04933357238769,112243500,-1,20.09558539932126 -1224,1224,2018-04-12,19.60533332824707,20.26333236694336,19.57866668701172,20.15466690063477,114132000,-1,20.24166714170277 -1225,1225,2018-04-13,20.022666931152344,20.26333236694336,19.73200035095215,20.239999771118164,109908000,-1,19.793869751107707 -1226,1226,2018-04-16,19.41399955749512,19.977333068847656,19.267332077026367,19.933332443237305,95077500,-1,19.847349337729472 -1227,1227,2018-04-17,19.179332733154297,19.47800064086914,18.833999633789062,19.257999420166016,105000000,-1,19.520944621212106 -1228,1228,2018-04-18,19.55666732788086,20.016000747680664,19.21066665649414,19.405332565307617,98365500,-1,19.088343136912037 -1229,1229,2018-04-19,20.005332946777344,20.067333221435547,19.23666763305664,19.405332565307617,91359000,1,19.35980804182628 -1230,1230,2018-04-20,19.34933280944824,19.998666763305664,19.31666755676269,19.67799949645996,84418500,-1,19.612912572174494 -1231,1231,2018-04-23,18.891332626342773,19.44133377075196,18.82200050354004,19.41933250427246,73401000,1,19.552654375471338 -1232,1232,2018-04-24,18.8973331451416,19.139333724975582,18.56399917602539,19.0,85279500,1,19.175360794073317 -1233,1233,2018-04-25,18.71266746520996,19.01066780090332,18.483333587646484,18.89999961853028,60204000,1,18.91066600109042 -1234,1234,2018-04-26,19.03199958801269,19.05266761779785,18.433332443237305,18.58333206176757,65340000,-1,18.786275179678206 -1235,1235,2018-04-27,19.60533332824707,19.631332397460938,18.92200088500977,19.024667739868164,65469000,-1,18.85612414571351 -1236,1236,2018-04-30,19.59333229064941,19.915332794189453,19.5,19.573999404907227,63423000,-1,19.312326206699264 -1237,1237,2018-05-01,19.994667053222656,20.05466651916504,19.54800033569336,19.567333221435547,69384000,-1,19.673185822743438 -1238,1238,2018-05-02,20.07666778564453,20.456666946411133,19.85199928283692,19.90466690063477,134556000,-1,19.89588834272161 -1239,1239,2018-05-03,18.96333312988281,19.202667236328125,18.34866714477539,18.586000442504883,260281500,-1,20.056885795251045 -1240,1240,2018-05-04,19.606000900268555,19.790666580200195,18.634666442871094,18.86666679382324,128541000,-1,19.128729502363274 -1241,1241,2018-05-07,20.18466758728028,20.3973331451416,19.67799949645996,19.83333206176757,130173000,-1,19.45844436972381 -1242,1242,2018-05-08,20.131332397460938,20.51666641235352,19.933332443237305,20.053333282470703,88950000,1,20.032553406444674 -1243,1243,2018-05-09,20.456666946411133,20.46733283996582,20.003332138061523,20.027332305908203,85911000,-1,20.24350808380597 -1244,1244,2018-05-10,20.334667205810547,20.86599922180176,20.27400016784668,20.5,84774000,-1,20.32715755989951 -1245,1245,2018-05-11,20.070667266845703,20.59199905395508,19.93866729736328,20.51333236694336,70194000,-1,20.47703676132798 -1246,1246,2018-05-14,19.46466636657715,20.32933235168457,19.44133377075196,20.221332550048828,109302000,-1,20.278888067665825 -1247,1247,2018-05-15,18.94533348083496,19.13066673278809,18.700000762939453,19.000667572021484,142788000,-1,19.73237179571569 -1248,1248,2018-05-16,19.09866714477539,19.253999710083008,18.770666122436523,18.92200088500977,85110000,-1,18.87518573906008 -1249,1249,2018-05-17,18.96933364868164,19.279333114624023,18.93133354187012,19.059999465942383,66309000,1,18.99864079275062 -1250,1250,2018-05-18,18.454666137695312,18.976667404174805,18.26666641235352,18.976667404174805,108778500,1,19.090911035050183 -1251,1251,2018-05-21,18.965999603271484,19.432666778564453,18.753332138061523,18.755332946777344,137739000,-1,18.5778412964234 -1252,1252,2018-05-22,18.333999633789062,19.200000762939453,18.22800064086914,19.18400001525879,134187000,1,18.732116226661724 -1253,1253,2018-05-23,18.60466766357422,18.6606674194336,18.26666641235352,18.517332077026367,89776500,1,18.419150727423705 -1254,1254,2018-05-24,18.523332595825195,18.74066734313965,18.326000213623047,18.559999465942383,62650500,-1,18.466871481969022 -1255,1255,2018-05-25,18.59000015258789,18.642667770385746,18.374000549316406,18.5086669921875,58126500,-1,18.5277515004509 -1256,1256,2018-05-29,18.91733360290528,19.100000381469727,18.40999984741211,18.567333221435547,84999000,-1,18.550694563127692 -1257,1257,2018-05-30,19.44799995422364,19.66733360290528,18.773332595825195,18.88599967956543,112345500,-1,18.737457678169008 -1258,1258,2018-05-31,18.98200035095215,19.357999801635746,18.86199951171875,19.1473331451416,88795500,-1,19.044855675108646 -1259,1259,2018-06-01,19.454666137695312,19.46333312988281,18.922666549682617,19.05733299255371,81366000,-1,19.04682506067961 -1260,1260,2018-06-04,19.78266716003418,19.933332443237305,19.56999969482422,19.62266731262207,71967000,-1,19.227014978066247 -1261,1261,2018-06-05,19.408666610717773,19.85333251953125,19.11599922180176,19.84666633605957,89928000,-1,19.68279965848284 -1262,1262,2018-06-06,21.299999237060547,21.47800064086914,19.832000732421875,20.03333282470703,281509500,1,19.50193668761294 -1263,1263,2018-06-07,21.07266616821289,22.0,20.905332565307617,21.07666778564453,215179500,-1,20.557855139436388 -1264,1264,2018-06-08,21.17733383178711,21.631999969482425,21.1433334350586,21.26666641235352,123078000,1,21.373143373954875 -1265,1265,2018-06-11,22.13999938964844,22.310667037963867,21.5,21.500667572021484,197752500,1,21.71394978394482 -1266,1266,2018-06-12,22.851333618164062,23.6646671295166,22.53333282470703,22.979999542236328,335211000,-1,22.026218434879464 -1267,1267,2018-06-13,22.985332489013672,23.14666748046875,22.65333366394043,23.11400032043457,142047000,-1,22.55337810627446 -1268,1268,2018-06-14,23.847999572753903,23.916667938232425,23.106666564941406,23.17533302307129,164715000,1,23.394896002297074 -1269,1269,2018-06-15,23.87800025939941,24.31133270263672,23.416667938232425,23.589332580566406,162724500,1,23.743109885471455 -1270,1270,2018-06-18,24.722000122070312,24.915332794189453,23.63333320617676,23.69333267211914,181098000,1,23.9643997701085 -1271,1271,2018-06-19,23.503332138061523,24.666667938232425,23.08333206176757,24.3439998626709,191428500,-1,24.313806307940084 -1272,1272,2018-06-20,24.14800071716309,24.29199981689453,23.46666717529297,23.86933326721192,125755500,-1,23.879349798888175 -1273,1273,2018-06-21,23.16733360290528,24.41399955749512,23.084667205810547,24.13333320617676,119506500,-1,24.21722361870107 -1274,1274,2018-06-22,22.242000579833984,23.483333587646484,22.13333320617676,23.43600082397461,153991500,-1,23.75434783908586 -1275,1275,2018-06-25,22.200666427612305,22.564666748046875,21.83333206176757,22.007999420166016,103969500,-1,22.794819289897635 -1276,1276,2018-06-26,22.799999237060547,22.90333366394043,21.71999931335449,22.40333366394043,111787500,-1,22.51186391491062 -1277,1277,2018-06-27,22.96666717529297,23.38599967956543,22.63333320617676,23.0,125005500,-1,22.604587958422382 -1278,1278,2018-06-28,23.32866668701172,23.801332473754883,23.073999404907227,23.24399948120117,125970000,-1,22.991883134005967 -1279,1279,2018-06-29,22.86333274841309,23.59066772460937,22.827333450317383,23.55533218383789,97386000,-1,23.380284525920622 -1280,1280,2018-07-02,22.33799934387207,24.318666458129883,21.989999771118164,24.00466728210449,281397000,1,23.186852062727013 -1281,1281,2018-07-03,20.724000930786133,22.166000366210938,20.645999908447266,22.11666679382324,184239000,-1,22.458453770314904 -1282,1282,2018-07-05,20.61066627502441,20.959333419799805,19.74799919128418,20.91733360290528,262146000,-1,21.717317965012555 -1283,1283,2018-07-06,20.59333229064941,20.80466651916504,20.13333320617676,20.32999992370605,132982500,-1,20.890958826229046 -1284,1284,2018-07-09,21.233999252319336,21.23466682434082,20.53333282470703,20.79933357238769,113952000,-1,21.05649599051046 -1285,1285,2018-07-10,21.49799919128418,21.845333099365234,21.280000686645508,21.63733291625977,142072500,1,21.264137360572857 -1286,1286,2018-07-11,21.263999938964844,21.46266746520996,21.00466728210449,21.053333282470703,73261500,1,21.591751242438935 -1287,1287,2018-07-12,21.11400032043457,21.548667907714844,20.851333618164062,21.428667068481445,85818000,1,21.472381370875315 -1288,1288,2018-07-13,21.257999420166016,21.30533218383789,20.61666679382324,21.038667678833008,88047000,1,21.28091610801409 -1289,1289,2018-07-16,20.67333221435547,21.01066780090332,20.416667938232425,20.78066635131836,117280500,-1,21.113881326891136 -1290,1290,2018-07-17,21.512666702270508,21.64933204650879,20.56666755676269,20.58733367919922,104943000,1,20.739668931893746 -1291,1291,2018-07-18,21.59000015258789,21.700000762939453,21.08333206176757,21.666667938232425,84363000,-1,21.17267589935292 -1292,1292,2018-07-19,21.34866714477539,21.56933212280273,20.93400001525879,21.088666915893555,88729500,-1,21.463888562528485 -1293,1293,2018-07-20,20.905332565307617,21.54933357238769,20.78066635131836,21.415332794189453,77433000,-1,21.356995432050983 -1294,1294,2018-07-23,20.21333312988281,20.36666679382324,19.52400016784668,20.12266731262207,164893500,-1,21.163865988607412 -1295,1295,2018-07-24,19.82866668701172,20.514667510986328,19.503332138061523,20.294666290283203,143862000,-1,20.07872895450822 -1296,1296,2018-07-25,20.582666397094727,20.641332626342773,19.63333320617676,19.78266716003418,106131000,-1,19.910805266890968 -1297,1297,2018-07-26,20.44333267211914,20.71333312988281,20.24266624450684,20.32333374023437,69457500,0,20.24275684734233 -1298,1298,2018-07-27,19.812000274658203,20.512666702270508,19.689332962036133,20.483333587646484,85549500,-1,20.51633317833537 -1299,1299,2018-07-30,19.344667434692383,19.739999771118164,19.07533264160156,19.726667404174805,102211500,-1,20.129472136816744 -1300,1300,2018-07-31,19.8759994506836,19.88800048828125,19.271333694458008,19.483333587646484,76153500,1,19.45118962043583 -1301,1301,2018-08-01,20.05599975585937,20.200000762939453,19.53333282470703,19.86599922180176,151941000,1,19.613832314813234 -1302,1302,2018-08-02,23.30266761779785,23.332666397094727,21.54400062561035,21.895999908447266,348225000,1,19.750991728064406 -1303,1303,2018-08-03,23.211332321166992,23.666667938232425,22.8353328704834,23.187332153320312,204847500,-1,21.812229675149194 -1304,1304,2018-08-06,22.79933357238769,23.665332794189453,22.788000106811523,23.03066635131836,128464500,1,23.15489416248658 -1305,1305,2018-08-07,25.30466651916504,25.83066749572754,22.61000061035156,22.922666549682617,463137000,-1,23.448298862764183 -1306,1306,2018-08-08,24.689332962036133,25.50933265686035,24.474666595458984,24.606000900268555,368568000,-1,23.247565274663803 -1307,1307,2018-08-09,23.49666786193848,24.46733283996582,23.048667907714844,24.3700008392334,257757000,-1,23.861365770966824 -1308,1308,2018-08-10,23.69933319091797,24.0,23.06666755676269,23.600000381469727,173280000,-1,23.744564283149924 -1309,1309,2018-08-13,23.76066780090332,24.21266746520996,23.26799964904785,24.07533264160156,156958500,-1,24.0508706320157 -1310,1310,2018-08-14,23.176000595092773,23.946666717529297,23.13999938964844,23.89666748046875,104796000,-1,24.081819437639822 -1311,1311,2018-08-15,22.57933235168457,22.965999603271484,22.142667770385746,22.79400062561035,136519500,-1,23.78704434996701 -1312,1312,2018-08-16,22.36333274841309,22.818666458129883,22.25466728210449,22.6606674194336,90960000,-1,22.886053971913615 -1313,1313,2018-08-17,20.36666679382324,21.784666061401367,20.235332489013672,21.56666755676269,284379000,-1,22.702798407600707 -1314,1314,2018-08-20,20.562667846679688,20.56666755676269,19.21333312988281,19.446666717529297,261034500,-1,20.900889521562835 -1315,1315,2018-08-21,21.459999084472656,21.652666091918945,20.600000381469727,20.707332611083984,197583000,-1,20.670800409568905 -1316,1316,2018-08-22,21.44266700744629,21.59199905395508,20.97800064086914,21.391332626342773,89190000,-1,21.52612804221266 -1317,1317,2018-08-23,21.34000015258789,21.821332931518555,21.206666946411133,21.275999069213867,77209500,1,21.782169533215093 -1318,1318,2018-08-24,21.521333694458008,21.59000015258789,21.293333053588867,21.3799991607666,54039000,-1,21.66352904572929 -1319,1319,2018-08-27,21.284666061401367,21.496000289916992,20.58733367919922,21.200000762939453,196189500,-1,21.577705014442362 -1320,1320,2018-08-28,20.790666580200195,21.2586669921875,20.746000289916992,21.227333068847656,114736500,-1,21.110530627732057 -1321,1321,2018-08-29,20.333999633789062,20.790000915527344,20.246000289916992,20.68466758728028,111711000,-1,21.134766380432247 -1322,1322,2018-08-30,20.209999084472656,20.30666732788086,19.847999572753903,20.15066719055176,108250500,-1,20.60605956012119 -1323,1323,2018-08-31,20.11066627502441,20.35400009155273,19.906667709350582,20.13333320617676,80626500,-1,20.185922676692893 -1324,1324,2018-09-04,19.26333236694336,19.87933349609375,19.200000762939453,19.79599952697754,125257500,-1,20.151735833098815 -1325,1325,2018-09-05,18.715999603271484,19.118667602539062,18.478666305541992,19.003332138061523,115812000,-1,19.43543817793243 -1326,1326,2018-09-06,18.729999542236328,19.411333084106445,18.59199905395508,18.98666763305664,112212000,-1,18.74848754850955 -1327,1327,2018-09-07,17.549333572387695,17.889999389648438,16.816667556762695,17.34000015258789,337378500,-1,18.69374343716166 -1328,1328,2018-09-10,19.03333282470703,19.068666458129883,18.06666755676269,18.21733283996582,214252500,-1,17.87066834776048 -1329,1329,2018-09-11,18.62933349609375,18.799999237060547,18.23666763305664,18.631332397460938,137550000,-1,18.885824208890156 -1330,1330,2018-09-12,19.36933326721192,19.5,18.57666778564453,18.762666702270508,150231000,-1,18.769979612767887 -1331,1331,2018-09-13,19.297332763671875,19.666667938232425,19.011999130249023,19.20133209228516,95104500,-1,19.026499913824065 -1332,1332,2018-09-14,19.68000030517578,19.82200050354004,19.101333618164062,19.250667572021484,101484000,1,19.280350338941602 -1333,1333,2018-09-17,19.6560001373291,20.058000564575195,19.20866775512696,19.336000442504883,103314000,-1,19.39567509108564 -1334,1334,2018-09-18,18.997333526611328,20.176000595092773,18.36666679382324,19.779333114624023,248212500,-1,19.46844790634367 -1335,1335,2018-09-19,19.93466758728028,20.0,18.700000762939453,18.700666427612305,124423500,-1,19.03548488646042 -1336,1336,2018-09-20,19.8886661529541,20.398666381835938,19.55533218383789,20.23733329772949,110241000,1,19.523752652789987 -1337,1337,2018-09-21,19.940000534057617,20.038667678833008,19.69133377075196,19.84666633605957,75757500,1,19.903496857855586 -1338,1338,2018-09-24,19.978666305541992,20.200000762939453,19.57200050354004,19.898666381835938,72645000,-1,19.9513084212042 -1339,1339,2018-09-25,20.06599998474121,20.30666732788086,19.76666641235352,20.0,67225500,1,19.954811601455447 -1340,1340,2018-09-26,20.6386661529541,20.926000595092773,20.073999404907227,20.12733268737793,117648000,1,20.062077436513324 -1341,1341,2018-09-27,20.501333236694336,20.997333526611328,20.46066665649414,20.86000061035156,127636500,-1,20.422227578431205 -1342,1342,2018-09-28,17.65133285522461,18.53333282470703,17.37066650390625,18.017332077026367,504745500,-1,20.590595355089178 -1343,1343,2018-10-01,20.71333312988281,20.762666702270508,20.06999969482422,20.384666442871094,326664000,1,18.710474594962662 -1344,1344,2018-10-02,20.06800079345703,21.12266731262207,19.94333267211914,20.93000030517578,176152500,-1,20.888083052255123 -1345,1345,2018-10-03,19.65333366394043,20.30666732788086,19.4379997253418,20.222000122070312,119925000,-1,20.886064863022494 -1346,1346,2018-10-04,18.788667678833008,19.600000381469727,18.51133346557617,19.59666633605957,147213000,-1,20.232147271222395 -1347,1347,2018-10-05,17.463333129882812,18.32533264160156,17.333332061767578,18.309999465942383,269167500,-1,19.09173414158274 -1348,1348,2018-10-08,16.70400047302246,17.85066795349121,16.600000381469727,17.634666442871094,202090500,-1,18.039949189939303 -1349,1349,2018-10-09,17.520000457763672,17.784666061401367,16.886667251586914,17.016666412353516,180909000,-1,17.38324481193643 -1350,1350,2018-10-10,17.125333786010742,17.700666427612305,16.51799964904785,17.640666961669922,192229500,-1,17.469254102894254 -1351,1351,2018-10-11,16.815332412719727,17.483333587646484,16.601999282836914,17.16866683959961,122515500,-1,17.213516117250435 -1352,1352,2018-10-12,17.25200080871582,17.465999603271484,16.80066680908203,17.399999618530273,108021000,1,17.01392176686414 -1353,1353,2018-10-15,17.305999755859375,17.552000045776367,16.96933364868164,17.270666122436523,93000000,1,17.052323935682914 -1354,1354,2018-10-16,18.439332962036133,18.492000579833984,17.482667922973633,17.713333129882812,142896000,-1,17.125724400022552 -1355,1355,2018-10-17,18.118667602539062,18.84666633605957,17.719999313354492,18.82666778564453,129832500,1,17.636380906841936 -1356,1356,2018-10-18,17.5939998626709,18.06666755676269,17.53333282470703,17.952667236328125,81318000,1,17.86750023742514 -1357,1357,2018-10-19,17.333332061767578,17.977333068847656,16.899999618530273,17.826000213623047,140632500,-1,17.70576648089571 -1358,1358,2018-10-22,17.39666748046875,17.457332611083984,16.839332580566406,17.3786678314209,84004500,-1,17.192724057751203 -1359,1359,2018-10-23,19.60933303833008,19.86199951171875,17.47333335876465,17.591333389282227,285417000,1,17.139847111369495 -1360,1360,2018-10-24,19.233333587646484,20.29599952697754,19.048667907714844,20.06999969482422,300874500,1,18.716128535587178 -1361,1361,2018-10-25,20.99066734313965,21.39999961853028,20.067333221435547,21.14800071716309,312610500,1,19.62235523089164 -1362,1362,2018-10-26,22.059999465942383,22.65999984741211,20.44333267211914,20.549999237060547,411382500,-1,20.87249938751396 -1363,1363,2018-10-29,22.32333374023437,23.143999099731445,21.76666641235352,22.49799919128418,217290000,1,21.697083141351737 -1364,1364,2018-10-30,21.99333381652832,22.52666664123535,21.483999252319336,21.892667770385746,136900500,-1,22.569605687984453 -1365,1365,2018-10-31,22.488000869750977,22.799999237060547,21.940000534057617,22.16933250427246,114364500,-1,22.550570317500867 -1366,1366,2018-11-01,22.95199966430664,23.189332962036133,22.315332412719727,22.55066680908203,120001500,1,22.707901668102554 -1367,1367,2018-11-02,23.0939998626709,23.280000686645508,22.727333068847656,22.916000366210938,117120000,1,22.934378823524714 -1368,1368,2018-11-05,22.76000022888184,22.930667877197266,22.00933265686035,22.700000762939453,117465000,-1,23.109857852137118 -1369,1369,2018-11-06,22.73733329772949,23.253332138061523,22.4060001373291,22.60466766357422,101443500,-1,22.74863014479402 -1370,1370,2018-11-07,23.21066665649414,23.41200065612793,22.71999931335449,22.889333724975582,110617500,1,22.855390218522306 -1371,1371,2018-11-08,23.426666259765625,23.838666915893555,23.22933387756348,23.233333587646484,106360500,1,23.106903409574244 -1372,1372,2018-11-09,23.367332458496094,23.600000381469727,23.01533317565918,23.26666641235352,76482000,1,23.43642767556957 -1373,1373,2018-11-12,22.0853328704834,23.318666458129883,22.022666931152344,23.224666595458984,104122500,1,23.328913451726205 -1374,1374,2018-11-13,22.582000732421875,22.979999542236328,22.14666748046875,22.21066665649414,81729000,-1,22.556654992930326 -1375,1375,2018-11-14,22.933332443237305,23.14066696166992,22.476667404174805,22.84666633605957,75604500,-1,22.55096754531422 -1376,1376,2018-11-15,23.22933387756348,23.238666534423828,22.6026668548584,22.82200050354004,69385500,1,22.756555276718103 -1377,1377,2018-11-16,23.62066650390625,23.71333312988281,23.007999420166016,23.012666702270508,108093000,-1,22.917481101982908 -1378,1378,2018-11-19,23.564666748046875,24.450000762939453,23.525333404541016,23.756000518798828,145633500,1,23.313204014364437 -1379,1379,2018-11-20,23.166000366210938,23.31999969482422,22.23666763305664,22.78333282470703,120070500,1,23.661464030353322 -1380,1380,2018-11-21,22.54599952697754,23.540000915527344,22.49333381652832,23.46666717529297,70302000,1,23.14682674725038 -1381,1381,2018-11-23,21.722000122070312,22.5,21.703332901000977,22.290000915527344,63039000,0,22.925966140592557 -1382,1382,2018-11-26,23.06666755676269,23.08133316040039,21.666667938232425,21.666667938232425,119881500,-1,22.153592592564692 -1383,1383,2018-11-27,22.92799949645996,23.13066673278809,22.36666679382324,22.670000076293945,95374500,-1,22.527540330889373 -1384,1384,2018-11-28,23.19133377075196,23.21866607666016,22.81399917602539,23.06599998474121,61914000,-1,22.809729901155535 -1385,1385,2018-11-29,22.744667053222656,23.166667938232425,22.63666725158692,23.13333320617676,46210500,1,23.00948061750259 -1386,1386,2018-11-30,23.365333557128903,23.440000534057617,22.55066680908203,22.788667678833008,84436500,-1,22.827411880544 -1387,1387,2018-12-03,23.89933204650879,24.39999961853028,23.46666717529297,24.0,124597500,1,23.01279538162721 -1388,1388,2018-12-04,23.979999542236328,24.57866668701172,23.46666717529297,23.73666763305664,126928500,1,23.6319895323592 -1389,1389,2018-12-06,24.20400047302246,24.492000579833984,23.38400077819824,23.733999252319336,117637500,1,23.865440998117982 -1390,1390,2018-12-07,23.86466789245605,25.29933357238769,23.84333229064941,24.600000381469727,172668000,1,23.96804377684614 -1391,1391,2018-12-10,24.34333229064941,24.398666381835938,23.541332244873047,24.0,99202500,1,24.07667587162635 -1392,1392,2018-12-11,24.450666427612305,24.81133270263672,24.01533317565918,24.6606674194336,94632000,-1,24.166756262062453 -1393,1393,2018-12-12,24.440000534057617,24.79400062561035,24.3439998626709,24.62800025939941,75405000,1,24.279291192950126 -1394,1394,2018-12-13,25.11933326721192,25.16266632080078,24.450000762939453,24.676666259765625,110488500,1,24.27285105204466 -1395,1395,2018-12-14,24.38066673278809,25.19133377075196,24.288667678833008,25.0,95064000,-1,24.55230033312899 -1396,1396,2018-12-17,23.22800064086914,24.3799991607666,22.92533302307129,24.13333320617676,115110000,-1,24.378107681628528 -1397,1397,2018-12-18,22.46866607666016,23.43666648864746,22.246000289916992,23.36933326721192,106500000,-1,23.535906534342605 -1398,1398,2018-12-19,22.19799995422364,23.13400077819824,21.98266792297364,22.50666618347168,124113000,-1,22.817145629685726 -1399,1399,2018-12-20,21.025333404541016,22.019332885742188,20.791332244873047,21.803333282470703,136078500,1,22.494244093419603 -1400,1400,2018-12-21,21.31800079345703,21.564666748046875,20.82933235168457,21.15999984741211,120252000,1,21.434341223248293 -1401,1401,2018-12-24,19.69266700744629,20.96666717529297,19.68000030517578,20.89999961853028,83398500,-1,21.330484117574063 -1402,1402,2018-12-26,21.73933219909668,21.79800033569336,19.606000900268555,20.0,122446500,1,20.38808249717447 -1403,1403,2018-12-27,21.07533264160156,21.47800064086914,20.100000381469727,21.32266616821289,128626500,-1,20.856666605574453 -1404,1404,2018-12-28,22.257999420166016,22.416000366210938,21.227333068847656,21.540000915527344,149085000,1,20.86257888996022 -1405,1405,2018-12-31,22.18666648864746,22.61400032043457,21.68400001525879,22.519332885742188,94534500,-1,21.798418967310905 -1406,1406,2019-01-02,20.67466735839844,21.0086669921875,19.920000076293945,20.406667709350582,174879000,-1,22.26238930865141 -1407,1407,2019-01-03,20.02400016784668,20.62666702270508,19.82533264160156,20.46666717529297,104478000,-1,20.75026393975647 -1408,1408,2019-01-04,21.179332733154297,21.200000762939453,20.18199920654297,20.39999961853028,110911500,-1,20.374328119930738 -1409,1409,2019-01-07,22.33066749572754,22.44933319091797,21.183332443237305,21.44799995422364,113268000,1,20.79652058445184 -1410,1410,2019-01-08,22.356666564941406,22.93400001525879,21.801332473754883,22.797332763671875,105127500,1,21.845183558574448 -1411,1411,2019-01-09,22.568666458129883,22.89999961853028,22.097999572753903,22.36666679382324,81493500,-1,22.333786394819924 -1412,1412,2019-01-10,22.99799919128418,23.025999069213867,22.11933326721192,22.293333053588867,90846000,-1,22.523423341400868 -1413,1413,2019-01-11,23.15066719055176,23.227333068847656,22.584667205810547,22.80599975585937,75586500,1,22.712936943404074 -1414,1414,2019-01-14,22.293333053588867,22.83333206176757,22.26666641235352,22.82533264160156,78709500,1,22.932701045902306 -1415,1415,2019-01-15,22.96199989318848,23.253332138061523,22.299999237060547,22.33333206176757,90849000,1,22.535504311499356 -1416,1416,2019-01-16,23.06999969482422,23.46666717529297,22.89999961853028,22.985332489013672,70375500,1,22.763170236710128 -1417,1417,2019-01-17,23.15399932861328,23.433332443237305,22.94333267211914,23.08066749572754,55150500,-1,23.010800501606123 -1418,1418,2019-01-18,20.15066719055176,21.808666229248047,19.98200035095215,21.53333282470703,362262000,-1,23.054858796287995 -1419,1419,2019-01-22,19.92799949645996,20.53333282470703,19.700000762939453,20.321332931518555,181000500,-1,20.743257093645404 -1420,1420,2019-01-23,19.172666549682617,19.63333320617676,18.779333114624023,19.5,187950000,-1,20.564363751150758 -1421,1421,2019-01-24,19.43400001525879,19.57866668701172,18.618667602539062,18.868667602539062,120183000,-1,19.64443221067709 -1422,1422,2019-01-25,19.80266761779785,19.90133285522461,19.303333282470703,19.6259994506836,108744000,-1,19.39582417291779 -1423,1423,2019-01-28,19.7586669921875,19.83066749572754,19.183332443237305,19.527332305908203,96349500,-1,19.605389038540928 -1424,1424,2019-01-29,19.83066749572754,19.90399932861328,19.453332901000977,19.68466758728028,69325500,1,19.55445913973579 -1425,1425,2019-01-30,20.584667205810547,20.600000381469727,19.89933204650879,20.030000686645508,168754500,1,19.706742103604466 -1426,1426,2019-01-31,20.468000411987305,20.770666122436523,19.600000381469727,20.06666755676269,188538000,-1,20.141620606506986 -1427,1427,2019-02-01,20.81399917602539,21.07333374023437,20.233333587646484,20.3613338470459,109251000,-1,20.261524161893192 -1428,1428,2019-02-04,20.85933303833008,21.020000457763672,20.125333786010746,20.865333557128903,110281500,-1,20.824686367339627 -1429,1429,2019-02-05,21.42333221435547,21.496000289916992,20.81666755676269,20.832666397094727,101142000,-1,20.78054503359164 -1430,1430,2019-02-06,21.14800071716309,21.61599922180176,21.041332244873047,21.30599975585937,75577500,-1,21.240516873935647 -1431,1431,2019-02-07,20.500667572021484,20.979999542236328,20.200000762939453,20.88666725158692,97809000,-1,21.34291861071426 -1432,1432,2019-02-08,20.38666725158692,20.49666786193848,19.89999961853028,20.4553337097168,87663000,1,20.694562208301086 -1433,1433,2019-02-11,20.856000900268555,21.239999771118164,20.700000762939453,20.773332595825195,106945500,1,20.33085886844886 -1434,1434,2019-02-12,20.78733253479004,21.21266746520996,20.641332626342773,21.07999992370605,82764000,1,20.802223085933733 -1435,1435,2019-02-13,20.544666290283203,20.850000381469727,20.3713321685791,20.82333374023437,77124000,-1,20.896880337177713 -1436,1436,2019-02-14,20.251333236694336,20.45133209228516,20.06666755676269,20.22533226013184,78012000,1,20.68862564348663 -1437,1437,2019-02-15,20.525333404541016,20.53333282470703,20.26000022888184,20.299999237060547,58573500,1,20.37550135024499 -1438,1438,2019-02-19,20.3759994506836,20.769332885742188,20.36466789245605,20.437332153320312,62526000,-1,20.499976910353325 -1439,1439,2019-02-20,20.17066764831543,20.420000076293945,19.933332443237305,20.29400062561035,107131500,-1,20.590214637967335 -1440,1440,2019-02-21,19.415332794189453,20.215999603271484,19.36666679382324,20.12066650390625,133638000,-1,20.245106221622276 -1441,1441,2019-02-22,19.6473331451416,19.76666641235352,19.47333335876465,19.632667541503903,86109000,1,19.62310282529097 -1442,1442,2019-02-25,19.917999267578125,20.19333267211914,19.799999237060547,19.86066627502441,99397500,-1,19.642837714925086 -1443,1443,2019-02-26,19.85733222961425,20.13400077819824,19.251333236694336,19.481332778930664,128737500,-1,19.884514904315118 -1444,1444,2019-02-27,20.98266792297364,21.08666610717773,20.036666870117188,20.118667602539062,167758500,-1,19.669044067217673 -1445,1445,2019-02-28,21.32533264160156,21.33333206176757,20.720666885375977,21.26133346557617,157810500,-1,20.450948411918823 -1446,1446,2019-03-01,19.652666091918945,20.47533226013184,19.459999084472656,20.46266746520996,343671000,-1,21.127911529804777 -1447,1447,2019-03-04,19.02400016784668,19.933332443237305,18.85199928283692,19.87466621398925,256452000,1,20.32077909128292 -1448,1448,2019-03-05,18.43600082397461,18.933332443237305,18.00666618347168,18.799999237060547,281470500,-1,20.00731244399676 -1449,1449,2019-03-06,18.416000366210938,18.767332077026367,18.292667388916016,18.43199920654297,155032500,-1,19.351109335444168 -1450,1450,2019-03-07,18.439332962036133,18.979999542236328,18.28333282470703,18.589332580566406,141637500,1,19.064302598858507 -1451,1451,2019-03-08,18.94266700744629,19.03933334350586,18.392667770385746,18.46066665649414,132294000,1,18.72387496355611 -1452,1452,2019-03-11,19.39466667175293,19.41866683959961,18.700000762939453,18.90133285522461,110884500,-1,18.667659701033955 -1453,1453,2019-03-12,18.89066696166992,19.204666137695312,18.73733329772949,19.09933280944824,112561500,-1,18.934223601417326 -1454,1454,2019-03-13,19.263999938964844,19.465999603271484,18.84666633605957,18.926666259765625,102670500,-1,18.78688777489403 -1455,1455,2019-03-14,19.33066749572754,19.69266700744629,19.21933364868164,19.49666786193848,106551000,-1,18.945797838969078 -1456,1456,2019-03-15,18.36199951171875,18.9146671295166,18.293333053588867,18.90066719055176,221782500,-1,19.178126577705278 -1457,1457,2019-03-18,17.965999603271484,18.536666870117188,17.81999969482422,18.39999961853028,154215000,-1,18.546181074238696 -1458,1458,2019-03-19,17.83133316040039,18.21999931335449,17.56399917602539,17.833332061767578,177009000,-1,18.189252945207844 -1459,1459,2019-03-20,18.239999771118164,18.33133316040039,17.753332138061523,17.979333877563477,103623000,-1,17.879145131024373 -1460,1460,2019-03-21,18.26799964904785,18.43000030517578,17.89666748046875,18.17333221435547,89206500,-1,18.076141111334522 -1461,1461,2019-03-22,17.635332107543945,18.18666648864746,17.600000381469727,18.17200088500977,131184000,-1,18.147251445640215 -1462,1462,2019-03-25,17.3613338470459,17.545333862304688,16.964000701904297,17.31399917602539,153225000,-1,17.689261738092235 -1463,1463,2019-03-26,17.851333618164062,18.017332077026367,17.6286678314209,17.62933349609375,110263500,-1,17.16046762964004 -1464,1464,2019-03-27,18.32200050354004,18.357999801635746,17.8786678314209,17.916667938232422,131688000,-1,17.55543966976436 -1465,1465,2019-03-28,18.57466697692871,18.68866729736328,18.34000015258789,18.477333068847656,101611500,-1,17.865575770647254 -1466,1466,2019-03-29,18.65733337402344,18.67733383178711,18.299999237060547,18.57999992370605,89869500,-1,18.29126813756173 -1467,1467,2019-04-01,19.27866744995117,19.280000686645508,18.75200080871582,18.841333389282227,121656000,1,18.438986623641163 -1468,1468,2019-04-02,19.058666229248047,19.29599952697754,18.92533302307129,19.21999931335449,82183500,-1,18.78860221596376 -1469,1469,2019-04-03,19.45400047302246,19.744667053222656,19.14466667175293,19.15466690063477,118791000,-1,19.02892528584581 -1470,1470,2019-04-04,17.851999282836914,18.07999992370605,17.37266731262207,17.459333419799805,355810500,-1,19.22731678379485 -1471,1471,2019-04-05,18.33066749572754,18.406667709350582,17.74066734313965,17.99066734313965,195574500,-1,18.301977506243578 -1472,1472,2019-04-08,18.21333312988281,18.74399948120117,18.029333114624023,18.512666702270508,156156000,-1,18.51442567277353 -1473,1473,2019-04-09,18.15399932861328,18.33333206176757,17.974000930786133,18.11000061035156,88560000,1,18.495921800873948 -1474,1474,2019-04-10,18.40399932861328,18.558666229248047,18.19266700744629,18.44933319091797,105919500,1,18.343972692899744 -1475,1475,2019-04-11,17.89466667175293,18.03333282470703,17.706666946411133,17.886667251586914,147538500,-1,18.292408832101536 -1476,1476,2019-04-12,17.84666633605957,18.1299991607666,17.788667678833008,18.014667510986328,101190000,-1,17.76315934420928 -1477,1477,2019-04-15,17.7586669921875,17.92533302307129,17.242000579833984,17.908666610717773,150579000,1,17.79544490883487 -1478,1478,2019-04-16,18.224000930786133,18.33333206176757,17.648000717163086,17.71666717529297,109093500,-1,17.442566512505053 -1479,1479,2019-04-17,18.082000732421875,18.31933212280273,17.902666091918945,18.31666755676269,76897500,-1,17.771143477575077 -1480,1480,2019-04-18,18.21733283996582,18.32266616821289,17.983333587646484,18.082000732421875,88144500,-1,17.98523979960444 -1481,1481,2019-04-22,17.516666412353516,17.978666305541992,17.498666763305664,17.933332443237305,182206500,-1,18.064809920873948 -1482,1482,2019-04-23,17.593332290649414,17.706666946411133,17.049999237060547,17.343332290649414,164158500,-1,17.55042588264223 -1483,1483,2019-04-24,17.243999481201172,17.687999725341797,17.200000762939453,17.59000015258789,160912500,-1,17.358619236953636 -1484,1484,2019-04-25,16.5086669921875,17.266666412353516,16.404666900634766,17.0,327741000,-1,17.297603126668953 -1485,1485,2019-04-26,15.675999641418455,16.44533348083496,15.408666610717772,16.433332443237305,335410500,1,17.147690054042464 -1486,1486,2019-04-29,16.097999572753906,16.26533317565918,15.477999687194824,15.723999977111816,250717500,1,16.541355789561305 -1487,1487,2019-04-30,15.912667274475098,16.28066635131836,15.800000190734863,16.137332916259766,141969000,1,16.605837020525264 -1488,1488,2019-05-01,15.600666999816896,16.0,15.43333339691162,15.923333168029783,160566000,-1,16.454454132148086 -1489,1489,2019-05-02,16.273332595825195,16.475332260131836,15.847999572753906,16.368000030517578,272389500,1,16.005767265986172 -1490,1490,2019-05-03,17.00200080871582,17.107332229614258,16.232667922973633,16.257333755493164,355602000,1,16.368944350309466 -1491,1491,2019-05-06,17.022666931152344,17.22333335876465,16.566667556762695,16.667999267578125,162508500,1,17.21660094571537 -1492,1492,2019-05-07,16.470666885375977,17.1473331451416,16.34000015258789,17.1200008392334,151971000,1,17.198638041766976 -1493,1493,2019-05-08,16.32266616821289,16.706666946411133,16.280000686645508,16.46266746520996,92646000,1,16.816517329042373 -1494,1494,2019-05-09,16.131999969482422,16.245332717895508,15.79599952697754,16.133333206176758,100671000,-1,16.547322522808404 -1495,1495,2019-05-10,15.968000411987305,16.132667541503906,15.73466682434082,15.983332633972168,105124500,-1,16.1293702709514 -1496,1496,2019-05-13,15.133999824523926,15.498000144958496,14.966667175292969,15.46733283996582,162522000,-1,15.891608361388538 -1497,1497,2019-05-14,15.487333297729492,15.633333206176758,15.199999809265137,15.286666870117188,108786000,1,15.263007062066361 -1498,1498,2019-05-15,15.463333129882812,15.496000289916992,15.016667366027832,15.288000106811523,109440000,1,15.348224871749997 -1499,1499,2019-05-16,15.222000122070312,15.399999618530272,15.100000381469728,15.29933261871338,112249500,1,15.303508516749584 -1500,1500,2019-05-17,14.0686674118042,14.815999984741213,13.928000450134276,14.797332763671877,266800500,-1,15.228454919422655 -1501,1501,2019-05-20,13.690667152404783,13.733332633972168,13.016667366027832,13.520000457763672,307893000,-1,14.404062677466166 -1502,1502,2019-05-21,13.67199993133545,13.826666831970217,13.06933307647705,13.184000015258787,270058500,-1,13.749741423539113 -1503,1503,2019-05-22,12.84866714477539,13.595999717712402,12.785332679748535,13.273332595825195,280278000,-1,13.73195430989443 -1504,1504,2019-05-23,13.03266716003418,13.29800033569336,12.414667129516602,12.956000328063965,398206500,-1,13.283095378957082 -1505,1505,2019-05-24,12.708666801452637,13.33199977874756,12.583333015441896,13.321999549865724,212049000,-1,13.129586010635325 -1506,1506,2019-05-28,12.579999923706056,13.0,12.523332595825195,12.74666690826416,154693500,1,13.116038502644024 -1507,1507,2019-05-29,12.657333374023438,12.826000213623049,12.336000442504885,12.473333358764648,179529000,-1,12.993399756966006 -1508,1508,2019-05-30,12.54800033569336,12.817333221435549,12.468000411987305,12.583333015441896,118897500,-1,12.738580785548066 -1509,1509,2019-05-31,12.343999862670898,12.661333084106444,12.273332595825195,12.34000015258789,156100500,-1,12.770101880876384 -1510,1510,2019-06-03,11.9313325881958,12.445332527160645,11.79933261871338,12.36733341217041,195966000,-1,12.4625696131661 -1511,1511,2019-06-04,12.90666675567627,12.932000160217283,11.973999977111816,12.07333278656006,207112500,1,12.037919726457384 -1512,1512,2019-06-05,13.105999946594238,13.41866683959961,12.789999961853027,13.245332717895508,202662000,1,12.377329283384853 -1513,1513,2019-06-06,13.729999542236328,14.06666660308838,13.453332901000977,13.629332542419434,303633000,1,12.907642496857974 -1514,1514,2019-06-07,13.633333206176758,14.055999755859377,13.56666660308838,13.666666984558104,240052500,1,13.550583149652072 -1515,1515,2019-06-10,14.19200038909912,14.46266746520996,13.934000015258787,14.016667366027832,158775000,-1,13.800688075840048 -1516,1516,2019-06-11,14.473333358764648,14.726667404174805,14.233332633972168,14.609333038330078,174802500,1,14.329158768982104 -1517,1517,2019-06-12,13.95066738128662,14.892000198364258,13.93333339691162,14.863332748413086,227962500,1,14.558821395246113 -1518,1518,2019-06-13,14.260666847229004,14.326666831970217,13.833999633789062,14.025333404541016,122524500,-1,14.336496800140488 -1519,1519,2019-06-14,14.32800006866455,14.44333267211914,14.026666641235352,14.083333015441896,111501000,1,14.432458396013638 -1520,1520,2019-06-17,15.001999855041504,15.133333206176758,14.284667015075684,14.36533260345459,184752000,-1,14.443811924468605 -1521,1521,2019-06-18,14.982666969299316,15.649333000183104,14.837332725524902,15.248000144958496,190737000,-1,14.712404697473229 -1522,1522,2019-06-19,15.095333099365234,15.184666633605955,14.737333297729492,15.007332801818848,98626500,-1,15.070423321257577 -1523,1523,2019-06-20,14.641332626342772,15.126667022705078,14.423333168029783,14.866666793823242,177952500,-1,15.19523140183681 -1524,1524,2019-06-21,14.790666580200195,14.812000274658203,14.366666793823242,14.414667129516602,123031500,-1,14.83307296496099 -1525,1525,2019-06-24,14.90933322906494,15.057332992553713,14.73466682434082,14.88266658782959,86262000,-1,14.819403083609098 -1526,1526,2019-06-25,14.650667190551758,15.022666931152344,14.63266658782959,14.959333419799805,92731500,1,14.950168731573601 -1527,1527,2019-06-26,14.618000030517578,15.148667335510254,14.539999961853027,14.687333106994627,127608000,-1,14.826884490698887 -1528,1528,2019-06-27,14.855999946594238,14.859999656677246,14.489999771118164,14.630000114440918,95095500,-1,14.735550987338144 -1529,1529,2019-06-28,14.897333145141602,15.011333465576172,14.720000267028809,14.732666969299316,102771000,-1,14.781352616799884 -1530,1530,2019-07-01,15.14466667175293,15.539999961853027,15.085332870483398,15.347332954406738,123201000,1,14.857573495736034 -1531,1531,2019-07-02,14.970000267028809,15.276666641235352,14.814666748046877,15.259332656860352,138885000,1,15.117708120705782 -1532,1532,2019-07-03,15.65999984741211,16.10466766357422,15.633999824523926,15.959333419799805,213016500,1,15.050936213398233 -1533,1533,2019-07-05,15.539999961853027,15.696666717529297,15.386667251586914,15.637999534606934,105985500,1,15.670859232248931 -1534,1534,2019-07-08,15.355999946594238,15.483332633972168,15.244000434875488,15.416000366210938,88207500,0,15.733786030168222 -1535,1535,2019-07-09,15.337332725524902,15.399999618530272,15.152000427246094,15.264666557312012,92862000,1,15.554179237627084 -1536,1536,2019-07-10,15.928000450134276,15.929332733154297,15.542667388916016,15.609999656677246,137185500,1,15.383304385304829 -1537,1537,2019-07-11,15.90666675567627,16.100000381469727,15.720000267028809,15.87600040435791,112716000,-1,15.623465626129663 -1538,1538,2019-07-12,16.338666915893555,16.358667373657227,15.980667114257812,15.983332633972168,138007500,0,15.82161937315604 -1539,1539,2019-07-15,16.899999618530273,16.961332321166992,16.323999404907227,16.53333282470703,165001500,-1,16.040902070629706 -1540,1540,2019-07-16,16.825332641601562,16.902000427246094,16.528667449951172,16.6200008392334,122235000,-1,16.4466226012766 -1541,1541,2019-07-17,16.99066734313965,17.220666885375977,16.889999389648438,17.044666290283203,146470500,-1,16.629811394410616 -1542,1542,2019-07-18,16.902666091918945,17.049999237060547,16.792667388916016,17.003332138061523,71379000,0,16.808706254432057 -1543,1543,2019-07-19,17.211999893188477,17.33066749572754,16.974666595458984,17.04599952697754,105726000,1,16.940117761799687 -1544,1544,2019-07-22,17.045333862304688,17.476667404174805,16.945999145507812,17.25,102636000,1,16.999172377652734 -1545,1545,2019-07-23,17.344667434692383,17.365333557128906,16.96666717529297,17.11400032043457,75346500,-1,16.984671984237533 -1546,1546,2019-07-24,17.658666610717773,17.738000869750977,17.21066665649414,17.277999877929688,166092000,-1,17.095056154751934 -1547,1547,2019-07-25,15.254667282104492,15.633333206176758,15.036666870117188,15.56666660308838,336274500,-1,17.21495060497738 -1548,1548,2019-07-26,15.202667236328123,15.350666999816896,14.81666660308838,15.128000259399414,150415500,-1,15.77819864459337 -1549,1549,2019-07-29,15.718000411987305,15.72933292388916,15.0686674118042,15.13933277130127,139099500,-1,15.60131195054009 -1550,1550,2019-07-30,16.150667190551758,16.224000930786133,15.478667259216309,15.526666641235352,121635000,1,15.704766456356122 -1551,1551,2019-07-31,16.107332229614258,16.44533348083496,15.776666641235352,16.200000762939453,137673000,-1,15.945202771675103 -1552,1552,2019-08-01,15.59000015258789,16.30066680908203,15.451333045959473,16.176666259765625,123892500,-1,16.02863040052677 -1553,1553,2019-08-02,15.62266731262207,15.751333236694336,15.281999588012695,15.423333168029783,92047500,-1,15.808859378106362 -1554,1554,2019-08-05,15.221332550048828,15.424667358398438,15.052000045776367,15.30666732788086,105424500,1,15.636923842844462 -1555,1555,2019-08-06,15.383333206176758,15.5,15.050000190734863,15.458666801452637,83463000,1,15.303137208293858 -1556,1556,2019-08-07,15.56133270263672,15.571332931518556,15.053333282470703,15.100000381469728,71647500,-1,15.278688819739424 -1557,1557,2019-08-08,15.886667251586914,15.986666679382324,15.510000228881836,15.630000114440918,79114500,1,15.321347772614878 -1558,1558,2019-08-09,15.667332649230955,15.93066692352295,15.587332725524902,15.736666679382324,58473000,1,15.620190651557559 -1559,1559,2019-08-12,15.267333030700684,15.718000411987305,15.25,15.53266716003418,69958500,1,15.706890857288997 -1560,1560,2019-08-13,15.666666984558104,15.733332633972168,15.170000076293944,15.253999710083008,72721500,0,15.465809281989973 -1561,1561,2019-08-14,14.641332626342772,15.43333339691162,14.446000099182127,15.413999557495115,143439000,-1,15.460778073660258 -1562,1562,2019-08-15,14.37600040435791,14.77066707611084,14.103333473205566,14.723999977111816,122394000,-1,14.918971476462923 -1563,1563,2019-08-16,14.662667274475098,14.815999984741213,14.40133285522461,14.444000244140623,76477500,-1,14.557742980005893 -1564,1564,2019-08-19,15.121999740600586,15.18866729736328,14.779999732971191,14.947333335876465,79644000,-1,14.641972029932242 -1565,1565,2019-08-20,15.057332992553713,15.272666931152344,14.969332695007324,15.174667358398438,61878000,-1,14.926916032729958 -1566,1566,2019-08-21,14.722000122070312,14.881333351135254,14.506667137145996,14.800666809082031,116914500,-1,15.04765544187378 -1567,1567,2019-08-22,14.8100004196167,15.026666641235352,14.54800033569336,14.853333473205566,98385000,1,14.80012588005577 -1568,1568,2019-08-23,14.09333324432373,14.744667053222656,14.06666660308838,14.664667129516602,128079000,-1,14.803659775049308 -1569,1569,2019-08-26,14.333333015441896,14.334667205810549,14.102666854858398,14.239999771118164,75778500,1,14.42896602055316 -1570,1570,2019-08-27,14.272000312805176,14.58666706085205,14.135333061218262,14.38266658782959,81243000,1,14.365669492406008 -1571,1571,2019-08-28,14.37266731262207,14.483332633972168,14.154000282287598,14.246000289916992,48382500,1,14.345725791085169 -1572,1572,2019-08-29,14.780667304992676,14.893333435058594,14.533332824707031,14.600000381469728,77692500,1,14.36150831253729 -1573,1573,2019-08-30,15.040666580200195,15.496000289916992,14.947333335876465,15.276666641235352,139809000,1,14.63430135690082 -1574,1574,2019-09-03,15.000666618347168,15.263333320617676,14.87733268737793,14.93866729736328,80311500,-1,14.968124351393387 -1575,1575,2019-09-04,14.711999893188477,15.230667114257812,14.61400032043457,15.12600040435791,86415000,-1,15.094623138923307 -1576,1576,2019-09-05,15.305333137512209,15.31999969482422,14.723333358764648,14.833333015441896,110929500,1,14.937352003784767 -1577,1577,2019-09-06,15.16333293914795,15.309332847595217,15.011333465576172,15.146666526794434,62841000,1,15.055614809202313 -1578,1578,2019-09-09,15.452667236328123,15.583999633789062,15.281999588012695,15.333333015441896,72040500,-1,15.152648628806368 -1579,1579,2019-09-10,15.702667236328123,15.702667236328123,15.262666702270508,15.386667251586914,73255500,-1,15.348353679424193 -1580,1580,2019-09-11,16.47333335876465,16.544666290283203,15.733332633972168,15.825332641601562,150642000,1,15.49749156901425 -1581,1581,2019-09-12,16.391332626342773,16.899999618530273,16.293333053588867,16.51333236694336,128718000,1,15.931600769296661 -1582,1582,2019-09-13,16.34666633605957,16.56333351135254,16.32466697692871,16.464000701904297,79696500,-1,16.31155300452269 -1583,1583,2019-09-16,16.187332153320312,16.495332717895508,16.077999114990234,16.399999618530273,70921500,1,16.44777883529077 -1584,1584,2019-09-17,16.319332122802734,16.373332977294922,16.024667739868164,16.1646671295166,57981000,-1,16.341284207349126 -1585,1585,2019-09-18,16.232667922973633,16.544666290283203,16.158000946044922,16.333332061767578,62553000,-1,16.29476096354675 -1586,1586,2019-09-19,16.440000534057617,16.529333114624023,16.32266616821289,16.399999618530273,71937000,1,16.307395709522563 -1587,1587,2019-09-20,16.041332244873047,16.463333129882812,15.87733268737793,16.432666778564453,95295000,1,16.386245248369654 -1588,1588,2019-09-23,16.082000732421875,16.345333099365234,15.947999954223633,16.0,65103000,-1,16.115920886242538 -1589,1589,2019-09-24,14.880666732788086,16.132667541503906,14.84066677093506,16.101333618164062,193372500,-1,16.098341795170647 -1590,1590,2019-09-25,15.24666690826416,15.26533317565918,14.557332992553713,14.970666885375977,141406500,-1,15.320979317109522 -1591,1591,2019-09-26,16.17066764831543,16.220666885375977,15.15999984741211,15.37733268737793,178267500,1,15.131399247432778 -1592,1592,2019-09-27,16.142000198364258,16.58066749572754,15.915332794189451,16.14666748046875,166746000,-1,15.677640422125869 -1593,1593,2019-09-30,16.058000564575195,16.26533317565918,15.740667343139648,16.200000762939453,88197000,-1,16.07680617789335 -1594,1594,2019-10-01,16.312667846679688,16.39666748046875,15.94200038909912,16.100000381469727,92439000,1,16.153720809378218 -1595,1595,2019-10-02,16.208667755126953,16.309999465942383,15.961999893188477,16.21933364868164,84471000,-1,16.208014700877143 -1596,1596,2019-10-03,15.535332679748535,15.631999969482422,14.95199966430664,15.457332611083984,226267500,-1,16.16655917709912 -1597,1597,2019-10-04,15.428667068481444,15.652000427246094,15.204667091369627,15.440667152404783,119925000,-1,15.537206277106877 -1598,1598,2019-10-07,15.847999572753906,15.904000282287598,15.236666679382324,15.31999969482422,120963000,1,15.544008105348201 -1599,1599,2019-10-08,16.003332138061523,16.262666702270508,15.633333206176758,15.724666595458984,130173000,-1,15.658908799805184 -1600,1600,2019-10-09,16.302000045776367,16.48666763305664,16.043333053588867,16.08799934387207,103416000,-1,15.850873435208204 -1601,1601,2019-10-10,16.31599998474121,16.618667602539062,16.10533332824707,16.351999282836914,94249500,1,16.142606018238336 -1602,1602,2019-10-11,16.525999069213867,16.738666534423828,16.45400047302246,16.476667404174805,127131000,1,16.244629556989583 -1603,1603,2019-10-14,17.130666732788086,17.23666763305664,16.475332260131836,16.52666664123535,153075000,-1,16.35554823079104 -1604,1604,2019-10-15,17.19266700744629,17.333332061767578,16.941333770751953,17.18000030517578,96492000,1,16.60182085551689 -1605,1605,2019-10-16,17.316667556762695,17.47333335876465,17.128000259399414,17.159332275390625,100261500,0,16.989799403765925 -1606,1606,2019-10-17,17.46466636657715,17.652000427246094,17.344667434692383,17.5,71539500,1,17.15395756109995 -1607,1607,2019-10-18,17.1299991607666,17.520000457763672,17.00666618347168,17.3799991607666,86247000,1,17.345541069648892 -1608,1608,2019-10-21,16.899999618530273,17.299999237060547,16.678667068481445,17.222000122070312,75304500,1,17.171805861424932 -1609,1609,2019-10-22,17.038667678833008,17.222000122070312,16.72333335876465,16.954666137695312,69012000,1,16.94140632415021 -1610,1610,2019-10-23,16.978666305541992,17.076000213623047,16.75666618347168,16.96666717529297,78916500,1,16.922192978124336 -1611,1611,2019-10-24,19.978666305541992,20.32866668701172,19.280000686645508,19.891332626342773,445813500,1,16.882931464233188 -1612,1612,2019-10-25,21.875333786010746,22.0,19.74066734313965,19.847999572753903,450091500,1,19.476580393128756 -1613,1613,2019-10-28,21.84733390808105,22.7226676940918,21.50666618347168,21.836000442504883,283054500,1,20.908480069179586 -1614,1614,2019-10-29,21.08133316040039,21.6200008392334,20.983333587646484,21.332666397094727,190264500,-1,21.873422182748303 -1615,1615,2019-10-30,21.000667572021484,21.252666473388672,20.6646671295166,20.86666679382324,144627000,-1,21.731340883797586 -1616,1616,2019-10-31,20.994667053222656,21.26666641235352,20.86666679382324,20.87333297729492,76005000,-1,21.474445207313877 -1617,1617,2019-11-01,20.88733291625977,21.09866714477539,20.65333366394043,21.08799934387207,95758500,1,21.37122861934846 -1618,1618,2019-11-04,21.1646671295166,21.46266746520996,20.617332458496094,20.98666763305664,131805000,-1,21.014134412185374 -1619,1619,2019-11-05,21.14800071716309,21.567333221435547,21.07466697692871,21.308000564575195,104151000,1,21.01591076834826 -1620,1620,2019-11-06,21.77199935913086,21.781333923339844,20.96666717529297,21.200000762939453,119113500,1,21.252041822217155 -1621,1621,2019-11-07,22.36933326721192,22.76666641235352,21.86800003051757,21.94266700744629,217009500,1,21.50014215621257 -1622,1622,2019-11-08,22.47599983215332,22.497333526611328,22.166667938232425,22.299999237060547,91038000,-1,22.11893810791406 -1623,1623,2019-11-11,23.006000518798828,23.279333114624023,22.799999237060547,22.93000030517578,149800500,1,22.686347445946776 -1624,1624,2019-11-12,23.32866668701172,23.357999801635746,22.93600082397461,23.12666702270508,110391000,1,23.051472162094456 -1625,1625,2019-11-13,23.073999404907227,23.755332946777344,23.011999130249023,23.666667938232425,126301500,1,23.3472874233323 -1626,1626,2019-11-14,23.290000915527344,23.589332580566406,22.86066627502441,23.073999404907227,96973500,-1,23.33536767528031 -1627,1627,2019-11-15,23.47800064086914,23.520000457763672,23.224000930786133,23.3759994506836,72135000,-1,23.337782606717713 -1628,1628,2019-11-18,23.332666397094727,23.543333053588867,23.07333374023437,23.527999877929688,66006000,1,23.381224178510884 -1629,1629,2019-11-19,23.968000411987305,23.99933242797852,23.18666648864746,23.450000762939453,115872000,1,23.257792191227598 -1630,1630,2019-11-20,23.481332778930664,24.07999992370605,23.30466651916504,24.0,100876500,1,23.567731863442397 -1631,1631,2019-11-21,23.655332565307617,24.05599975585937,23.600000381469727,23.63400077819824,91650000,-1,23.550486446161763 -1632,1632,2019-11-22,22.202667236328125,22.733333587646484,22.0,22.67733383178711,253059000,-1,23.656046095495665 -1633,1633,2019-11-25,22.422666549682617,22.971332550048828,22.297332763671875,22.954666137695312,185092500,1,22.309910963681478 -1634,1634,2019-11-26,21.92799949645996,22.36666679382324,21.80666732788086,22.351333618164062,119211000,1,22.821731717056498 -1635,1635,2019-11-27,22.086000442504883,22.261999130249023,21.90466690063477,22.07466697692871,83334000,1,22.538961844544666 -1636,1636,2019-11-29,21.996000289916992,22.083999633789062,21.83333206176757,22.073999404907227,36984000,-1,22.35122508431292 -1637,1637,2019-12-02,22.32466697692871,22.42533302307129,21.91266632080078,21.959999084472656,91117500,1,22.14798915523185 -1638,1638,2019-12-03,22.413333892822266,22.527332305908203,22.145999908447266,22.17466735839844,98605500,1,22.266863706050216 -1639,1639,2019-12-04,22.20199966430664,22.52400016784668,22.190000534057617,22.51666641235352,82995000,1,22.397029141817526 -1640,1640,2019-12-05,22.024667739868164,22.294666290283203,21.81666755676269,22.18866729736328,55869000,1,22.349032561602304 -1641,1641,2019-12-06,22.392667770385746,22.59066772460937,22.31800079345703,22.33333206176757,114186000,1,22.1316256031212 -1642,1642,2019-12-09,22.635332107543945,22.96333312988281,22.338666915893555,22.439332962036133,135346500,-1,22.408062654222373 -1643,1643,2019-12-10,23.256000518798828,23.381999969482425,22.62066650390625,22.66399955749512,132424500,-1,22.64118050689097 -1644,1644,2019-12-11,23.51333236694336,23.812667846679688,23.4060001373291,23.45866775512696,103467000,1,23.10464532970617 -1645,1645,2019-12-12,23.978666305541992,24.182666778564453,23.548667907714844,23.661333084106445,116458500,-1,23.563827084900634 -1646,1646,2019-12-13,23.892667770385746,24.34733390808105,23.642667770385746,24.06999969482422,98563500,-1,23.839028262181536 -1647,1647,2019-12-16,25.433332443237305,25.573999404907227,24.166667938232425,24.170000076293945,272613000,1,23.900425210990207 -1648,1648,2019-12-17,25.266000747680664,25.700000762939453,25.059999465942383,25.266000747680664,127452000,-1,24.123561379424764 -1649,1649,2019-12-18,26.209999084472656,26.347999572753903,25.371999740600582,25.375333786010746,211815000,-1,25.121269445900683 -1650,1650,2019-12-19,26.93600082397461,27.12333297729492,26.433332443237305,26.488000869750977,271606500,-1,25.220980425571987 -1651,1651,2019-12-20,27.03933334350586,27.53333282470703,26.679332733154297,27.3526668548584,221290500,-1,25.461187677809185 -1652,1652,2019-12-23,27.94799995422364,28.13400077819824,27.33333206176757,27.45199966430664,199794000,1,25.96477542342435 -1653,1653,2019-12-24,28.350000381469727,28.36466789245605,27.512666702270508,27.89066696166992,120820500,-1,26.403044930997574 -1654,1654,2019-12-26,28.72933387756348,28.898666381835938,28.42333221435547,28.527332305908203,159508500,1,26.733950267776727 -1655,1655,2019-12-27,28.691999435424805,29.020666122436523,28.40733337402344,29.0,149185500,1,26.837504353700922 -1656,1656,2019-12-30,27.64666748046875,28.600000381469727,27.28400039672852,28.586000442504883,188796000,1,26.899329123663094 -1657,1657,2019-12-31,27.8886661529541,28.086000442504883,26.80533218383789,27.0,154285500,1,26.505352945321448 +148,148,2014-01-02,10.006667137145996,10.165332794189451,9.770000457763672,9.986666679382324,92826000,0,10.416218239714809 +149,149,2014-01-03,9.970666885375977,10.145999908447266,9.90666675567627,10.0,70425000,0,10.277616326195222 +150,150,2014-01-06,9.800000190734863,10.026666641235352,9.682666778564451,10.0,80416500,0,10.310520677545952 +151,151,2014-01-07,9.957332611083984,10.026666641235352,9.68333339691162,9.841333389282228,75511500,0,10.203409508818822 +152,152,2014-01-08,10.085332870483398,10.24666690826416,9.917332649230955,9.923333168029783,92448000,0,10.212258753858809 +153,153,2014-01-09,9.835332870483398,10.228667259216309,9.789999961853027,10.166666984558104,80730000,0,10.266889718409008 +154,154,2014-01-10,9.714667320251465,9.92666721343994,9.483332633972168,9.897333145141602,111691500,1,10.26123043609018 +155,155,2014-01-13,9.28933334350586,9.800000190734863,9.187999725341797,9.718667030334473,94741500,0,10.053733777382769 +156,156,2014-01-14,10.751333236694336,10.800000190734863,9.111332893371582,9.366666793823242,414105000,-1,9.866922101484072 +157,157,2014-01-15,10.94200038909912,11.482000350952148,10.80666732788086,11.229999542236328,306984000,0,10.14481840634945 +158,158,2014-01-16,11.39799976348877,11.513333320617676,10.826666831970217,10.833333015441896,179391000,0,10.797047051529944 +159,159,2014-01-17,11.333999633789062,11.546667098999023,11.196666717529297,11.345999717712402,138093000,0,11.164348750913877 +160,160,2014-01-21,11.778667449951172,11.81933307647705,11.387332916259766,11.416000366210938,146020500,0,11.372224184308836 +161,161,2014-01-22,11.904000282287598,12.021332740783691,11.650667190551758,11.854000091552734,105339000,0,11.648767583687665 +162,162,2014-01-23,12.100000381469728,12.158666610717772,11.56133270263672,11.815333366394045,118011000,0,11.937228788684195 +163,163,2014-01-24,11.640000343322754,12.031999588012695,11.5686674118042,11.856666564941406,114964500,0,12.070397227871759 +164,164,2014-01-27,11.30799961090088,11.861332893371582,10.980667114257812,11.677332878112791,130746000,1,11.928903029686744 +165,165,2014-01-28,11.892000198364258,11.932000160217283,11.399999618530272,11.43333339691162,91401000,0,11.621082067679346 +166,166,2014-01-29,11.682000160217283,11.939332962036133,11.541999816894531,11.686667442321776,89032500,0,11.828120311893109 +167,167,2014-01-30,12.189332962036133,12.3186674118042,11.800666809082031,11.866666793823242,128475000,0,11.861665180952652 +168,168,2014-01-31,12.093999862670898,12.399999618530272,11.900667190551758,11.923333168029783,97632000,0,12.10695651215304 +169,169,2014-02-03,11.807332992553713,12.325332641601562,11.677332878112791,12.192667007446287,101473500,0,12.239427860232944 +170,170,2014-02-04,11.915332794189451,12.106666564941406,11.74666690826416,12.046667098999023,70294500,0,12.154397313355572 +171,171,2014-02-05,11.628000259399414,12.03933334350586,11.290666580200195,11.886667251586914,109020000,-1,12.126250226397875 +172,172,2014-02-06,11.892000198364258,12.007332801818848,11.733332633972168,11.75333309173584,87624000,0,11.889450732327171 +173,173,2014-02-07,12.435333251953123,12.44200038909912,11.973333358764648,12.067333221435549,133927500,0,11.978593898215884 +174,174,2014-02-10,13.104000091552734,13.286666870117188,12.621333122253418,12.62266731262207,194560500,1,12.277455867645621 +175,175,2014-02-11,13.107999801635742,13.479999542236328,12.846667289733888,13.264666557312012,160648500,1,12.885460140012011 +176,176,2014-02-12,13.021332740783691,13.218000411987305,12.954667091369627,13.052000045776367,77605500,1,13.24340416217921 +177,177,2014-02-13,13.308667182922363,13.514666557312012,12.883333206176758,12.88933277130127,120439500,0,13.306085060056954 +178,178,2014-02-14,13.215332984924316,13.458666801452637,13.133333206176758,13.206666946411133,92370000,1,13.40248661729795 +179,179,2014-02-18,13.579999923706056,13.733332633972168,13.423999786376951,13.682666778564451,139992000,1,13.435681848184371 +180,180,2014-02-19,12.90933322906494,13.579999923706056,12.894000053405762,13.579999923706056,242535000,1,13.651557197223774 +181,181,2014-02-20,13.998000144958496,14.347332954406738,13.751333236694336,14.333999633789062,270034500,1,13.213028860280726 +182,182,2014-02-21,13.973333358764648,14.26533317565918,13.946000099182127,14.109333038330078,117282000,0,13.9527150025882 +183,183,2014-02-24,14.510000228881836,14.557332992553713,13.887999534606934,13.917332649230955,124176000,0,14.346483097655977 +184,184,2014-02-25,16.53333282470703,17.280000686645508,15.229999542236328,15.333333015441896,490225500,-1,14.5723358818544 +185,185,2014-02-26,16.866666793823242,17.666667938232422,16.5,17.238666534423828,369069000,1,16.391984352597795 +186,186,2014-02-27,16.836000442504883,17.459999084472656,16.55533218383789,17.416667938232422,269187000,1,17.283420685467437 +187,187,2014-02-28,16.320667266845703,16.845333099365234,16.170000076293945,16.643333435058594,218847000,1,17.454302943320442 +188,188,2014-03-03,16.70400047302246,16.77666664123535,15.666000366210938,15.817333221435549,196339500,0,17.1052086518018 +189,189,2014-03-04,16.98933219909668,17.333332061767578,16.85533332824707,17.23200035095215,131184000,0,16.90243465787654 +190,190,2014-03-05,16.8439998626709,17.132667541503906,16.786666870117188,17.114667892456055,89035500,1,17.04887235134263 +191,191,2014-03-06,16.862667083740234,17.166667938232422,16.6299991607666,16.94266700744629,110416500,0,16.949758548814934 +192,192,2014-03-07,16.413999557495117,16.989999771118164,16.29400062561035,16.862667083740234,117184500,0,16.785436802092615 +193,193,2014-03-10,15.922666549682615,16.200000762939453,15.737333297729492,16.18000030517578,115921500,-1,16.465740403815584 +194,194,2014-03-11,15.62733268737793,16.30666732788086,15.495332717895508,15.766667366027832,132151500,-1,15.981298792964632 +195,195,2014-03-12,16.099332809448242,16.5,15.407333374023438,15.43333339691162,146316000,-1,15.668989745466757 +196,196,2014-03-13,15.852666854858398,16.279333114624023,15.600000381469728,16.252666473388672,93544500,0,15.765829534095051 +197,197,2014-03-14,15.39799976348877,15.79599952697754,15.221332550048828,15.685999870300291,124345500,0,15.858104086170709 +198,198,2014-03-17,15.59866714477539,15.862000465393066,15.366666793823242,15.66333293914795,88689000,1,15.49540087235145 +199,199,2014-03-18,16.002666473388672,16.100000381469727,15.66800022125244,15.796667098999023,93634500,-1,15.545831686944886 +200,200,2014-03-19,15.72266674041748,16.10333251953125,15.567333221435549,16.092666625976562,76069500,-1,15.77732640813089 +201,201,2014-03-20,15.660667419433594,15.949999809265137,15.557332992553713,15.744000434875488,57268500,0,15.763221269744209 +202,202,2014-03-21,15.259332656860352,15.74666690826416,15.166666984558104,15.73466682434082,123253500,0,15.731167886717959 +203,203,2014-03-24,14.678000450134276,15.326666831970217,14.017999649047852,15.31666660308838,169932000,0,15.321373145662857 +204,204,2014-03-25,14.696000099182127,15.136667251586914,14.526666641235352,14.942667007446287,117981000,-1,14.736066825045642 +205,205,2014-03-26,14.197333335876465,14.84000015258789,14.09000015258789,14.796667098999023,103609500,0,14.750841830109314 +206,206,2014-03-27,13.821332931518556,14.239999771118164,13.533332824707031,14.157999992370604,142435500,-1,14.47625628309782 +207,207,2014-03-28,14.157999992370604,14.447999954223633,14.017999649047852,14.186667442321776,145272000,-1,14.03684328873549 +208,208,2014-03-31,13.896666526794434,14.449999809265137,13.759332656860352,14.43333339691162,125700000,0,14.171247237536894 +209,209,2014-04-01,14.464667320251465,14.543999671936035,13.905332565307615,13.934666633605955,110571000,0,14.132584782522574 +210,210,2014-04-02,15.352666854858398,15.392666816711426,14.536666870117188,14.666666984558104,161734500,-1,14.354043294736865 +211,211,2014-04-03,15.026666641235352,15.715332984924316,14.800000190734863,15.353333473205566,163855500,0,14.934114694227665 +212,212,2014-04-04,14.148667335510254,15.218000411987305,14.083333015441896,15.067333221435549,170184000,0,15.15039291628009 +213,213,2014-04-07,13.834667205810549,14.41333293914795,13.567333221435549,13.720666885375977,147832500,0,14.73850263765172 +214,214,2014-04-08,14.36400032043457,14.432666778564451,13.761333465576172,14.00333309173584,103339500,0,14.27889755318306 +215,215,2014-04-09,14.461999893188477,14.563332557678224,14.059332847595217,14.45066738128662,77368500,0,14.32837341851616 +216,216,2014-04-10,13.612667083740234,14.5,13.586000442504885,14.454667091369627,108172500,0,14.40361348953542 +217,217,2014-04-11,13.585332870483398,13.800000190734863,13.239999771118164,13.37399959564209,136008000,0,14.014062176518056 +218,218,2014-04-14,13.206000328063965,13.895999908447266,12.96066665649414,13.84000015258789,115545000,-1,13.670382784803486 +219,219,2014-04-15,12.927332878112791,13.28600025177002,12.288000106811523,13.272666931152344,204889500,-1,13.46670325229027 +220,220,2014-04-16,13.27400016784668,13.332667350769045,12.721332550048828,13.133333206176758,108033000,-1,12.950449378245214 +221,221,2014-04-17,13.208000183105469,13.486000061035156,12.93866729736328,13.307332992553713,88902000,0,13.198162925011612 +222,222,2014-04-21,13.625332832336426,13.74666690826416,12.93333339691162,13.138667106628418,78873000,1,13.326867164580424 +223,223,2014-04-22,14.576000213623049,14.621999740600586,13.667332649230955,13.757332801818848,147070500,0,13.516284616086022 +224,224,2014-04-23,13.866000175476074,14.449333190917969,13.800000190734863,14.42199993133545,109434000,-1,14.155635771704885 +225,225,2014-04-24,13.857333183288574,14.186667442321776,13.546667098999023,14.053999900817873,82428000,1,14.185296621989197 +226,226,2014-04-25,13.32333278656006,13.779999732971191,13.17666721343994,13.466667175292969,104950500,0,14.044791244262539 +227,227,2014-04-28,13.234000205993652,13.586000442504885,12.699999809265137,13.333333015441896,105630000,0,13.641665836184458 +228,228,2014-04-29,13.79466724395752,13.8100004196167,13.035332679748535,13.21399974822998,86686500,0,13.365381266175454 +229,229,2014-04-30,13.859333038330078,13.87733268737793,13.41866683959961,13.57333278656006,66609000,0,13.579942315609923 +230,230,2014-05-01,13.84866714477539,14.267999649047852,13.71266746520996,13.805333137512209,81598500,0,13.753159622289948 +231,231,2014-05-02,14.060667037963867,14.09066677093506,13.767999649047852,13.90666675567627,61302000,0,13.897049934580135 +232,232,2014-05-05,14.440667152404783,14.512666702270508,13.90133285522461,13.965332984924316,77205000,0,14.015785358542113 +233,233,2014-05-06,13.8186674118042,14.577333450317385,13.789999961853027,14.4399995803833,84550500,0,14.245405008447342 +234,234,2014-05-07,13.423333168029783,14.013333320617676,13.149999618530272,13.97599983215332,152689500,-1,14.08895455179849 +235,235,2014-05-08,11.906000137329102,12.960000038146973,11.866666793823242,12.133333206176758,300849000,-1,13.65511646526529 +236,236,2014-05-09,12.150667190551758,12.226667404174805,11.814666748046877,11.990667343139648,127428000,1,12.319234230073597 +237,237,2014-05-12,12.31133270263672,12.47933292388916,11.991999626159668,12.258000373840332,105034500,0,12.275835149030632 +238,238,2014-05-13,12.677332878112791,12.755999565124512,12.199999809265137,12.250666618347168,106458000,0,12.399706126464615 +239,239,2014-05-14,12.708000183105469,12.898667335510254,12.473333358764648,12.596667289733888,81100500,0,12.625540093330802 +240,240,2014-05-15,12.572667121887209,12.843999862670898,12.353333473205566,12.665332794189451,90606000,-1,12.790910936675697 +241,241,2014-05-16,12.77066707611084,12.802666664123535,12.514666557312012,12.596667289733888,67315500,1,12.754081168418821 +242,242,2014-05-19,13.072667121887209,13.12600040435791,12.666666984558104,12.714667320251465,68575500,0,12.810275792576592 +243,243,2014-05-20,13.020000457763672,13.288666725158691,12.871333122253418,13.129332542419434,83191500,0,12.999457966728194 +244,244,2014-05-21,13.296667098999023,13.324666976928713,12.986000061035156,13.07866668701172,79281000,0,13.128616007509201 +245,245,2014-05-22,13.658666610717772,13.791999816894531,13.303999900817873,13.356666564941406,93217500,0,13.286396060433063 +246,246,2014-05-23,13.81999969482422,13.850666999816896,13.5,13.635333061218262,60102000,0,13.612649752683984 +247,247,2014-05-27,14.104000091552734,14.258000373840332,13.846667289733888,13.90133285522461,80116500,0,13.810703509869963 +248,248,2014-05-28,14.015999794006348,14.184666633605955,13.684000015258787,14.001333236694336,82426500,0,14.059617116824315 +249,249,2014-05-29,14.015999794006348,14.166000366210938,13.847999572753906,14.038000106811523,55387500,0,14.058013394509409 +250,250,2014-05-30,13.851332664489746,14.31999969482422,13.8013334274292,14.020000457763672,83716500,0,14.093154458950966 +251,251,2014-06-02,13.646666526794434,13.956666946411133,13.444666862487791,13.821999549865724,70021500,0,14.002920373401258 +252,252,2014-06-03,13.662667274475098,13.866666793823242,13.505999565124512,13.565999984741213,57912000,1,13.795342982268457 +253,253,2014-06-04,13.599332809448242,13.750666618347168,13.359999656677246,13.623332977294922,51411000,0,13.715233592677766 +254,254,2014-06-05,13.793333053588867,13.946666717529297,13.603333473205566,13.631333351135254,60819000,0,13.641124625428981 +255,255,2014-06-06,13.878000259399414,14.053999900817873,13.812000274658203,13.983332633972168,46107000,1,13.73650397662217 +256,256,2014-06-09,13.687333106994627,13.999333381652832,13.613332748413086,13.863332748413086,42085500,-1,13.895652595909086 +257,257,2014-06-10,13.486666679382324,13.79800033569336,13.436667442321776,13.628666877746582,52720500,-1,13.843568284121929 +258,258,2014-06-11,13.631333351135254,13.666666984558104,13.283332824707031,13.43333339691162,59662500,0,13.650282231913316 +259,259,2014-06-12,13.567999839782717,13.991999626159668,13.513999938964844,13.673333168029783,89905500,1,13.5661044136915 +260,260,2014-06-13,13.761333465576172,13.78600025177002,13.43866729736328,13.652000427246094,53164500,1,13.627076212193826 +261,261,2014-06-16,14.973999977111816,15.03266716003418,13.750666618347168,13.784000396728516,198696000,0,13.70638191959491 +262,262,2014-06-17,15.444666862487791,15.702667236328123,14.856666564941406,14.940667152404783,199573500,0,14.303873980360407 +263,263,2014-06-18,15.141332626342772,15.447333335876465,15.074666976928713,15.43333339691162,104103000,1,15.22846074672554 +264,264,2014-06-19,15.185999870300291,15.687333106994627,15.133333206176758,15.2586669921875,131896500,1,15.433002841467934 +265,265,2014-06-20,15.305999755859377,15.419333457946776,15.079999923706056,15.23466682434082,73558500,0,15.41048213684819 +266,266,2014-06-23,15.814666748046877,15.932666778564451,15.214667320251465,15.300666809082031,116866500,0,15.397416898871722 +267,267,2014-06-24,15.5,16.125333786010742,15.44200038909912,15.9313325881958,121138500,0,15.52472410327484 +268,268,2014-06-25,15.792667388916016,15.83666706085205,15.349332809448242,15.536666870117188,87024000,0,15.526705871864435 +269,269,2014-06-26,15.706666946411133,16.02666664123535,15.61400032043457,15.81133270263672,76821000,0,15.636761953086179 +270,270,2014-06-27,15.937333106994627,16.0,15.633333206176758,15.645999908447266,84525000,0,15.709330463712059 +271,271,2014-06-30,16.003999710083008,16.299333572387695,15.93333339691162,15.970000267028809,72429000,0,15.786717501287605 +272,272,2014-07-01,15.981332778930664,16.229333877563477,15.91333293914795,16.163999557495117,65041500,0,15.952482264237442 +273,273,2014-07-02,15.295332908630373,16.155332565307617,15.137999534606934,16.04400062561035,120411000,0,16.00919283991722 +274,274,2014-07-03,15.283332824707031,15.460000038146973,14.93333339691162,15.419333457946776,77500500,0,15.47906129716413 +275,275,2014-07-07,14.843999862670898,15.3186674118042,14.69333267211914,15.166666984558104,88405500,1,15.27604808031521 +276,276,2014-07-08,14.604666709899902,14.730667114257812,14.284667015075684,14.576666831970217,117543000,1,14.961866981414879 +277,277,2014-07-09,14.870667457580566,14.947999954223633,14.61400032043457,14.751333236694336,61731000,0,14.606448548738834 +278,278,2014-07-10,14.630666732788086,14.814666748046877,14.402667045593262,14.478667259216309,72958500,-1,14.741410461791512 +279,279,2014-07-11,14.541999816894531,14.773332595825195,14.506667137145996,14.707332611083984,49534500,-1,14.62986726501364 +280,280,2014-07-14,15.113332748413086,15.252667427062988,14.363332748413086,14.666000366210938,108048000,0,14.60283052205989 +281,281,2014-07-15,14.638667106628418,15.17666721343994,14.539999961853027,15.11533260345459,85777500,0,14.757894323426315 +282,282,2014-07-16,14.477333068847656,14.986666679382324,14.454667091369627,14.788000106811523,60667500,-1,14.744462754482003 +283,283,2014-07-17,14.359999656677246,14.703332901000977,14.239999771118164,14.410667419433594,69741000,1,14.648421640204896 +284,284,2014-07-18,14.66800022125244,14.747332572937012,14.395333290100098,14.396666526794434,63805500,0,14.459008437774319 +285,285,2014-07-21,14.702667236328123,14.880666732788086,14.447999954223633,14.483332633972168,57333000,-1,14.528044616459258 +286,286,2014-07-22,14.638667106628418,14.886667251586914,14.607333183288574,14.812666893005373,40950000,0,14.606416741377252 +287,287,2014-07-23,14.832667350769045,14.983332633972168,14.628666877746582,14.667332649230955,46249500,0,14.69392037131874 +288,288,2014-07-24,14.902667045593262,15.006667137145996,14.720000267028809,14.883333206176758,48682500,0,14.772458452966823 +289,289,2014-07-25,14.904666900634766,15.131333351135254,14.783332824707031,14.847999572753906,46306500,0,14.851599417659255 +290,290,2014-07-28,14.98799991607666,15.466667175292969,14.760000228881836,14.949999809265137,97714500,0,14.902451194185087 +291,291,2014-07-29,15.000666618347168,15.220000267028809,14.990667343139648,15.107333183288574,50736000,0,14.929000507532905 +292,292,2014-07-30,15.261333465576172,15.30666732788086,14.736000061035156,14.79466724395752,73917000,1,15.03603713534396 +293,293,2014-07-31,14.886667251586914,15.42666721343994,14.766667366027832,15.284000396728516,116236500,1,15.080820686430771 +294,294,2014-08-01,15.5513334274292,15.833333015441896,15.06666660308838,15.072667121887209,178437000,1,14.92537082624819 +295,295,2014-08-04,15.90133285522461,16.03333282470703,15.5513334274292,15.625332832336426,89395500,1,15.273949947771124 +296,296,2014-08-05,15.899333000183104,16.19933319091797,15.71266746520996,15.83133316040039,80829000,0,15.78688898181522 +297,297,2014-08-06,16.595333099365234,16.761333465576172,15.905332565307615,15.92666721343994,138739500,0,15.948079418226932 +298,298,2014-08-07,16.826000213623047,17.112667083740234,16.607999801635742,16.674667358398438,112183500,-1,16.174693151060467 +299,299,2014-08-08,16.54199981689453,16.784000396728516,16.433332443237305,16.743999481201172,76351500,-1,16.616227647879494 +300,300,2014-08-11,17.288000106811523,17.582666397094727,17.0,17.031999588012695,121519500,1,16.627520171757382 +301,301,2014-08-12,17.33066749572754,17.35333251953125,16.972000122070312,17.205333709716797,95734500,-1,16.99123170625429 +302,302,2014-08-13,17.354000091552734,17.709333419799805,17.30733299255371,17.46733283996582,103989000,-1,17.1295238015038 +303,303,2014-08-14,17.42533302307129,17.53333282470703,17.100000381469727,17.499332427978516,61899000,0,17.263815210518235 +304,304,2014-08-15,17.46733283996582,17.472667694091797,17.233333587646484,17.43199920654297,58018500,0,17.274112297520944 +305,305,2014-08-18,17.32933235168457,17.817333221435547,17.316667556762695,17.549999237060547,87738000,0,17.313847219070453 +306,306,2014-08-19,17.117332458496094,17.288667678833008,16.774667739868164,17.257999420166016,80022000,0,17.34290664313614 +307,307,2014-08-20,17.047332763671875,17.249332427978516,16.866666793823242,16.97800064086914,45418500,0,17.116213513300792 +308,308,2014-08-21,16.95599937438965,17.253332138061523,16.884000778198242,17.101333618164062,43734000,0,17.062865040993945 +309,309,2014-08-22,17.118667602539062,17.1299991607666,16.840667724609375,16.96933364868164,42501000,0,17.046237439221304 +310,310,2014-08-25,17.503332138061523,17.57866668701172,17.21266746520996,17.21266746520996,64771500,0,17.077949742925547 +311,311,2014-08-26,17.44933319091797,17.700000762939453,17.444000244140625,17.665332794189453,57270000,0,17.328870612919616 +312,312,2014-08-27,17.549999237060547,17.615999221801758,17.3526668548584,17.566667556762695,44776500,-1,17.462241915088878 +313,313,2014-08-28,17.590667724609375,17.631999969482422,17.44266700744629,17.459333419799805,42673500,0,17.51763674192563 +314,314,2014-08-29,17.979999542236328,18.13333320617676,17.833999633789062,17.913333892822266,96706500,1,17.583816692381742 +315,315,2014-09-02,18.94133377075196,18.99266624450684,18.286666870117188,18.36666679382324,147786000,1,17.861538663769135 +316,316,2014-09-03,18.746000289916992,19.200000762939453,18.67333221435547,19.17799949645996,101584500,-1,18.5137761713061 +317,317,2014-09-04,19.06933212280273,19.42799949645996,18.69333267211914,18.93400001525879,125125500,1,18.77869167338578 +318,318,2014-09-05,18.49266624450684,18.86000061035156,18.16733360290528,18.83666610717773,167548500,-1,18.9318072131542 +319,319,2014-09-08,18.80733299255371,18.992000579833984,18.501333236694336,18.507999420166016,82524000,1,18.5737723821837 +320,320,2014-09-09,18.565332412719727,19.03266716003418,18.46666717529297,18.86599922180176,68382000,1,18.71385127418044 +321,321,2014-09-10,18.739999771118164,18.76066780090332,18.24399948120117,18.63333320617676,56719500,0,18.623509869135926 +322,322,2014-09-11,18.687332153320312,18.98600006103516,18.57533264160156,18.69733238220215,56491500,-1,18.550933968154563 +323,323,2014-09-12,18.61333274841309,18.826000213623047,18.46666717529297,18.700000762939453,49869000,0,18.642316275176974 +324,324,2014-09-15,16.923999786376953,18.293333053588867,16.608667373657227,18.291332244873047,246831000,-1,18.61897622749112 +325,325,2014-09-16,17.382667541503906,17.497333526611328,16.827999114990234,17.010000228881836,124501500,-1,17.288042465068383 +326,326,2014-09-17,17.42533302307129,17.64666748046875,17.299999237060547,17.493999481201172,77665500,1,17.386751148643405 +327,327,2014-09-18,17.58799934387207,17.706666946411133,17.488000869750977,17.55733299255371,55389000,0,17.493835244692544 +328,328,2014-09-19,17.288000106811523,17.428667068481445,17.01799964904785,17.19933319091797,102163500,0,17.557203400104328 +329,329,2014-09-22,16.66866683959961,17.06800079345703,16.31399917602539,17.0,123211500,0,17.312361863845407 +330,330,2014-09-23,16.694000244140625,16.920000076293945,16.333332061767578,16.347999572753906,84880500,0,16.762033078982526 +331,331,2014-09-24,16.80933380126953,16.856000900268555,16.46933364868164,16.7413330078125,56242500,0,16.6778471268171 +332,332,2014-09-25,16.463333129882812,16.997333526611328,16.406667709350586,16.834667205810547,72513000,0,16.71256395146839 +333,333,2014-09-26,16.440000534057617,16.648666381835938,16.404666900634766,16.549999237060547,56931000,0,16.621958132555452 +334,334,2014-09-29,16.35066795349121,16.576000213623047,16.091999053955078,16.266666412353516,72790500,0,16.549414524544247 +335,335,2014-09-30,16.178667068481445,16.510000228881836,16.007999420166016,16.461332321166992,63574500,0,16.410760468804053 +336,336,2014-10-01,16.016000747680664,16.17733383178711,15.710000038146973,16.14666748046875,89125500,0,16.293889690713783 +337,337,2014-10-02,16.761333465576172,16.8526668548584,16.357332229614258,16.68000030517578,134973000,-1,16.034414294558207 +338,338,2014-10-03,17.013999938964844,17.100000381469727,16.735332489013672,16.87066650390625,81094500,0,16.329227699782543 +339,339,2014-10-06,17.374666213989258,17.499332427978516,17.18666648864746,17.275333404541016,115699500,0,16.785645310273985 +340,340,2014-10-07,17.30466651916504,17.430667877197266,17.048667907714844,17.235332489013672,67282500,1,17.141249306126284 +341,341,2014-10-08,17.28533363342285,17.525333404541016,16.842666625976562,17.34000015258789,75826500,0,17.21555543045602 +342,342,2014-10-09,17.134000778198242,17.702667236328125,16.959999084472656,17.483333587646484,110419500,-1,17.17106397292634 +343,343,2014-10-10,15.793999671936035,16.392667770385742,15.68000030517578,16.30933380126953,193324500,1,17.110923536302323 +344,344,2014-10-13,14.97266674041748,15.93066692352295,14.733332633972168,15.904666900634766,169030500,0,16.13847212350136 +345,345,2014-10-14,15.137332916259766,15.498000144958496,14.866666793823242,15.216667175292969,106579500,0,15.464436709356185 +346,346,2014-10-15,15.313332557678224,15.399333000183104,14.48799991607666,14.666666984558104,137209500,0,15.30277749374283 +347,347,2014-10-16,15.09000015258789,15.32800006866455,14.606666564941406,14.64799976348877,80989500,0,15.171368717923427 +348,348,2014-10-17,15.165332794189451,15.65133285522461,15.103333473205566,15.558667182922363,158241000,-1,15.10592051888693 +349,349,2014-10-20,15.364666938781738,15.493332862854004,15.034000396728516,15.114666938781738,52416000,1,15.16772034070862 +350,350,2014-10-21,15.689332962036133,15.692667007446287,15.386667251586914,15.618000030517578,61954500,1,15.335381010582102 +351,351,2014-10-22,15.40666675567627,15.826000213623049,15.370667457580566,15.54599952697754,61749000,0,15.555033726613722 +352,352,2014-10-23,15.685999870300291,15.751999855041504,15.466667175292969,15.644000053405762,52386000,-1,15.52966492770876 +353,353,2014-10-24,15.682666778564451,15.853333473205566,15.41333293914795,15.751333236694336,51949500,0,15.61928204756548 +354,354,2014-10-27,14.777999877929688,15.640666961669922,14.687333106994627,15.616666793823242,143299500,0,15.658576294509556 +355,355,2014-10-28,16.184667587280273,16.30666732788086,15.216667175292969,15.30666732788086,157744500,-1,15.008200837873481 +356,356,2014-10-29,15.873332977294922,16.100000381469727,15.709333419799805,16.075332641601562,74437500,1,15.545252962927083 +357,357,2014-10-30,15.910667419433594,16.03333282470703,15.670666694641112,15.87600040435791,48426000,0,15.887609754165162 +358,358,2014-10-31,16.113332748413086,16.20800018310547,15.916666984558104,16.167333602905273,56629500,0,15.960707669188068 +359,359,2014-11-03,16.172666549682617,16.503999710083008,16.08799934387207,16.200000762939453,63057000,1,16.079847589916735 +360,360,2014-11-04,15.928667068481444,16.156667709350586,15.768667221069336,16.03266716003418,55239000,0,16.196276691833887 +361,361,2014-11-05,15.39799976348877,16.090667724609375,15.368666648864746,16.066667556762695,135688500,1,16.049023312541255 +362,362,2014-11-06,16.08133316040039,16.445999145507812,15.233332633972168,15.63266658782959,230320500,1,15.526789821446627 +363,363,2014-11-07,16.01333236694336,16.189332962036133,15.813332557678224,16.145999908447266,77415000,0,15.800683482467361 +364,364,2014-11-10,16.1286678314209,16.191999435424805,15.786666870117188,15.940667152404783,68658000,0,16.09581805706218 +365,365,2014-11-11,16.738666534423828,16.788000106811523,16.133333206176758,16.170000076293945,119232000,0,16.14864143474809 +366,366,2014-11-12,16.606666564941406,16.82266616821289,16.371999740600586,16.648000717163086,88062000,0,16.383347379205624 +367,367,2014-11-13,16.780000686645508,17.049999237060547,16.683332443237305,16.70800018310547,93540000,0,16.533302456973743 +368,368,2014-11-14,17.245332717895508,17.25666618347168,16.566667556762695,16.666667938232422,91516500,0,16.698314132077257 +369,369,2014-11-17,16.93199920654297,17.266666412353516,16.801332473754883,17.166000366210938,60385500,-1,16.903342078197717 +370,370,2014-11-18,17.18000030517578,17.332666397094727,17.034000396728516,17.05733299255371,67095000,-1,16.921649460728133 +371,371,2014-11-19,16.516000747680664,16.79199981689453,16.373332977294922,16.707332611083984,118777500,0,17.056770531990868 +372,372,2014-11-20,16.58066749572754,16.728666305541992,16.399999618530273,16.530000686645508,53808000,0,16.60769617294998 +373,373,2014-11-21,16.185333251953125,16.851999282836914,16.14466667175293,16.81399917602539,112276500,0,16.591520369254166 +374,374,2014-11-24,16.447999954223633,16.50666618347168,16.042667388916016,16.34666633605957,71845500,1,16.33431857726576 +375,375,2014-11-25,16.53933334350586,16.648000717163086,16.4060001373291,16.489999771118164,47397000,1,16.355356597507612 +376,376,2014-11-26,16.562667846679688,16.600000381469727,16.440000534057617,16.555999755859375,29718000,0,16.49243400361089 +377,377,2014-11-28,16.301332473754883,16.445999145507812,16.167999267578125,16.356666564941406,31795500,0,16.557690933570388 +378,378,2014-12-01,15.442667007446287,16.1646671295166,15.267333030700684,16.077333450317383,129291000,0,16.438684054415667 +379,379,2014-12-02,15.428667068481444,15.658666610717772,15.199999809265137,15.637999534606934,88305000,0,15.672876344037537 +380,380,2014-12-03,15.286666870117188,15.314666748046877,15.033332824707031,15.083333015441896,79615500,-1,15.467340223719885 +381,381,2014-12-04,15.218667030334473,15.393333435058594,15.187333106994627,15.239999771118164,57834000,1,15.275942763955772 +382,382,2014-12-05,14.913999557495115,15.292667388916016,14.817333221435549,15.244667053222656,90954000,0,15.2557973529736 +383,383,2014-12-08,14.290666580200195,14.990667343139648,14.156000137329102,14.769332885742188,138384000,0,15.006147684823542 +384,384,2014-12-09,14.459333419799805,14.51533317565918,13.618000030517578,13.956000328063965,141472500,1,14.507284242919464 +385,385,2014-12-10,13.989333152770996,14.451333045959473,13.846667289733888,14.275333404541016,109711500,-1,14.301283865630012 +386,386,2014-12-11,13.925333023071287,14.362000465393066,13.881999969482422,14.035332679748535,100416000,0,14.19438685028392 +387,387,2014-12-12,13.800000190734863,14.112000465393066,13.633333206176758,13.654666900634766,107607000,-1,14.130059982145351 +388,388,2014-12-15,13.602666854858398,13.986666679382324,13.511333465576172,13.952667236328123,78274500,0,13.976329661922524 +389,389,2014-12-16,13.187333106994627,13.57866668701172,13.024666786193848,13.392666816711426,126391500,0,13.807157838868513 +390,390,2014-12-17,13.721332550048828,13.776666641235352,12.84333324432373,12.870667457580566,110517000,0,13.420044038087235 +391,391,2014-12-18,14.550666809082031,14.562666893005373,14.119999885559082,14.158666610717772,112249500,0,13.51041506525475 +392,392,2014-12-19,14.619333267211914,14.69333267211914,14.300000190734863,14.679332733154297,103657500,-1,14.266553747444016 +393,393,2014-12-22,14.84000015258789,14.937333106994627,14.550666809082031,14.666666984558104,71991000,0,14.569589158358959 +394,394,2014-12-23,14.731332778930664,14.954667091369627,14.63466739654541,14.920666694641112,67585500,0,14.799709227899468 +395,395,2014-12-24,14.817333221435549,14.833333015441896,14.616666793823242,14.65133285522461,19983000,0,14.821134399576765 +396,396,2014-12-26,15.187999725341797,15.233332633972168,14.766667366027832,14.767333030700684,49905000,1,14.83359657240567 +397,397,2014-12-29,15.047332763671877,15.194000244140623,14.934666633605955,15.126667022705078,42037500,0,14.995537865899319 +398,398,2014-12-30,14.815333366394045,15.043333053588867,14.760000228881836,14.932666778564451,43548000,0,15.059199207487522 +399,399,2014-12-31,14.827333450317385,15.045332908630373,14.81666660308838,14.87266731262207,34462500,1,14.92790218234116 +400,400,2015-01-02,14.620667457580566,14.883333206176758,14.21733283996582,14.857999801635742,71466000,0,14.896703288301545 +401,401,2015-01-05,14.005999565124512,14.43333339691162,13.810667037963867,14.303333282470703,80527500,0,14.635971364786048 +402,402,2015-01-06,14.085332870483398,14.279999732971191,13.61400032043457,14.003999710083008,93928500,0,14.152755991460229 +403,403,2015-01-07,14.063332557678224,14.3186674118042,13.985333442687988,14.223333358764648,44526000,0,13.991806978386027 +404,404,2015-01-08,14.041333198547363,14.25333309173584,14.000666618347168,14.187333106994627,51637500,0,14.089812500746214 +405,405,2015-01-09,13.77733325958252,13.998666763305664,13.663999557495115,13.928000450134276,70024500,0,14.100196026075055 +406,406,2015-01-12,13.480667114257812,13.631333351135254,13.283332824707031,13.536666870117188,89254500,1,13.880183534791339 +407,407,2015-01-13,13.616666793823242,13.84066677093506,13.394000053405762,13.554667472839355,67159500,-1,13.580634550631846 +408,408,2015-01-14,12.845999717712402,13.013333320617676,12.333333015441896,12.388667106628418,173278500,-1,13.597849860180904 +409,409,2015-01-15,12.791333198547363,13.050000190734863,12.666666984558104,12.965999603271484,78247500,-1,12.888819580125418 +410,410,2015-01-16,12.871333122253418,12.965999603271484,12.643333435058594,12.713333129882812,54048000,0,12.912368682302283 +411,411,2015-01-20,12.795332908630373,12.941332817077637,12.469332695007324,12.924667358398438,67548000,0,12.897677080511157 +412,412,2015-01-21,13.104666709899902,13.245332717895508,12.633999824523926,12.636667251586914,62295000,0,12.851544508806386 +413,413,2015-01-22,13.441332817077637,13.54933261871338,13.013333320617676,13.133333206176758,61753500,1,12.983940101948782 +414,414,2015-01-23,13.419333457946776,13.56666660308838,13.222000122070312,13.352666854858398,51579000,1,13.291513889192125 +415,415,2015-01-26,13.770000457763672,13.907999992370604,13.403332710266112,13.45533275604248,48517500,0,13.438679267106025 +416,416,2015-01-27,13.732000350952148,13.868666648864746,13.553333282470703,13.628000259399414,41715000,0,13.689615312368026 +417,417,2015-01-28,13.291333198547363,13.758000373840332,13.227999687194824,13.740667343139648,47244000,1,13.78709419222995 +418,418,2015-01-29,13.68000030517578,13.732000350952148,13.100000381469728,13.404666900634766,53221500,-1,13.58915212501594 +419,419,2015-01-30,13.57333278656006,13.83133316040039,13.533332824707031,13.597332954406738,45105000,0,13.573561176146171 +420,420,2015-02-02,14.062666893005373,14.130000114440918,13.553333282470703,13.597999572753906,62238000,0,13.64259092051751 +421,421,2015-02-03,14.557332992553713,14.691332817077637,14.084667205810549,14.214667320251465,72393000,0,13.86082098553117 +422,422,2015-02-04,14.56999969482422,14.76533317565918,14.453332901000977,14.552666664123535,49581000,0,14.304099059934355 +423,423,2015-02-05,14.732666969299316,15.031999588012695,14.642666816711426,14.658666610717772,52843500,0,14.556367250916376 +424,424,2015-02-06,14.490667343139648,14.893333435058594,14.43333339691162,14.800000190734863,48658500,1,14.745484717725521 +425,425,2015-02-09,14.498666763305664,14.528667449951172,14.13266658782959,14.358667373657228,52086000,-1,14.677477786412709 +426,426,2015-02-10,14.419333457946776,14.699999809265137,14.333333015441896,14.50333309173584,80857500,-1,14.493842840401534 +427,427,2015-02-11,14.186667442321776,14.315999984741213,13.8186674118042,14.147333145141602,146536500,-1,14.431022087254542 +428,428,2015-02-12,13.525333404541016,13.53933334350586,12.885333061218262,12.904666900634766,234744000,-1,14.147760293257472 +429,429,2015-02-13,13.584667205810549,13.732666969299316,13.394000053405762,13.526666641235352,92865000,-1,13.424517221464605 +430,430,2015-02-17,13.623332977294922,13.713333129882812,13.43333339691162,13.713333129882812,59694000,-1,13.694036292823714 +431,431,2015-02-18,13.630666732788086,13.744667053222656,13.506667137145996,13.611332893371582,40704000,0,13.73174428418627 +432,432,2015-02-19,14.11400032043457,14.162667274475098,13.583333015441896,13.666666984558104,77311500,0,13.732060415367801 +433,433,2015-02-20,14.473999977111816,14.506667137145996,13.987333297729492,14.052000045776367,89731500,0,13.911188185401441 +434,434,2015-02-23,13.822667121887209,14.546667098999023,13.755332946777344,14.37733268737793,127497000,-1,14.243410128426255 +435,435,2015-02-24,13.607333183288574,13.81933307647705,13.446666717529297,13.81933307647705,99054000,-1,14.105884930516883 +436,436,2015-02-25,13.583999633789062,13.809332847595217,13.505332946777344,13.662667274475098,58642500,0,13.842066782411804 +437,437,2015-02-26,13.812666893005373,14.072667121887209,13.481332778930664,13.600000381469728,97093500,0,13.729475520929572 +438,438,2015-02-27,13.555999755859377,13.903332710266112,13.520000457763672,13.793333053588867,58231500,0,13.798333117061503 +439,439,2015-03-02,13.155332565307615,13.555999755859377,13.055333137512209,13.513333320617676,118831500,0,13.731254305135327 +440,440,2015-03-03,13.303999900817873,13.349332809448242,13.021332740783691,13.120667457580566,66484500,0,13.395439708479547 +441,441,2015-03-04,13.496000289916992,13.501333236694336,13.147333145141602,13.283332824707031,63330000,-1,13.31004179871611 +442,442,2015-03-05,13.375332832336426,13.746000289916992,13.34333324432373,13.523332595825195,73155000,0,13.400028466697476 +443,443,2015-03-06,12.925333023071287,13.383333206176758,12.8100004196167,13.280667304992676,100686000,1,13.463934797811152 +444,444,2015-03-09,12.725333213806152,12.965999603271484,12.550000190734863,12.959333419799805,101050500,-1,13.183471808829061 +445,445,2015-03-10,12.687999725341797,12.899999618530272,12.506667137145996,12.564000129699709,83695500,-1,12.919067166968997 +446,446,2015-03-11,12.916000366210938,13.07866668701172,12.734000205993652,12.743332862854004,74623500,-1,12.804363993799399 +447,447,2015-03-12,12.73799991607666,12.963333129882812,12.649999618530272,12.916666984558104,62239500,-1,12.92927417358127 +448,448,2015-03-13,12.57866668701172,12.783332824707031,12.48799991607666,12.596667289733888,81514500,1,12.88598556848884 +449,449,2015-03-16,13.046667098999023,13.060667037963867,12.653332710266112,12.800000190734863,84432000,1,12.73401048045594 +450,450,2015-03-17,12.982000350952148,13.247332572937012,12.929332733154297,13.028667449951172,73411500,1,12.95294079303299 +451,451,2015-03-18,13.380666732788086,13.392000198364258,12.87399959564209,12.997332572937012,72313500,1,13.085899449316683 +452,452,2015-03-19,13.043333053588867,13.63933277130127,12.968667030334473,13.466667175292969,127128000,1,13.280406321479779 +453,453,2015-03-20,13.20533275604248,13.265999794006348,13.041333198547363,13.16333293914795,64042500,1,13.291814723703581 +454,454,2015-03-23,13.308667182922363,13.366666793823242,13.164667129516602,13.233332633972168,39474000,0,13.297811261176898 +455,455,2015-03-24,13.447999954223633,13.586000442504885,13.31666660308838,13.43866729736328,54748500,0,13.383807926311805 +456,456,2015-03-25,12.953332901000977,13.239333152770996,12.846667289733888,13.218000411987305,85956000,-1,13.47516959496983 +457,457,2015-03-26,12.694000244140623,12.986000061035156,12.646666526794434,12.928000450134276,61920000,0,13.188392237702882 +458,458,2015-03-27,12.333333015441896,12.619333267211914,12.09333324432373,12.604666709899902,129073500,0,12.921305822494121 +459,459,2015-03-30,12.704667091369627,12.81666660308838,12.119999885559082,12.390000343322754,151342500,-1,12.495670878793494 +460,460,2015-03-31,12.584667205810549,12.917332649230955,12.560667037963867,12.902000427246094,75399000,-1,12.558417576632984 +461,461,2015-04-01,12.505999565124512,12.81999969482422,12.403332710266112,12.579999923706056,56919000,1,12.744388906894756 +462,462,2015-04-02,12.733332633972168,12.881999969482422,12.666666984558104,12.682000160217283,75156000,1,12.69736912832569 +463,463,2015-04-06,13.539999961853027,13.850000381469728,13.166666984558104,13.199999809265137,186837000,1,12.79587264227829 +464,464,2015-04-07,13.550000190734863,13.670666694641112,13.40933322906494,13.500666618347168,65218500,0,13.34048605703207 +465,465,2015-04-08,13.844667434692385,14.0600004196167,13.724666595458984,13.880000114440918,94546500,1,13.647280442514498 +466,466,2015-04-09,14.005999565124512,14.024666786193848,13.7413330078125,13.895333290100098,57003000,1,13.938755212917759 +467,467,2015-04-10,14.0600004196167,14.109999656677246,13.93333339691162,13.989999771118164,61015500,0,14.051088616247313 +468,468,2015-04-13,13.985333442687988,14.199999809265137,13.936667442321776,14.029333114624023,56373000,0,14.107040436118192 +469,469,2015-04-14,13.830666542053224,13.965999603271484,13.699999809265137,13.904666900634766,45390000,0,14.09199798213251 +470,470,2015-04-15,13.85533332824707,13.97266674041748,13.773332595825195,13.830666542053224,29286000,1,13.955416928692708 +471,471,2015-04-16,13.779999732971191,13.944666862487791,13.752667427062988,13.846667289733888,24886500,0,13.928297146672842 +472,472,2015-04-17,13.78600025177002,13.791999816894531,13.56666660308838,13.666000366210938,37048500,0,13.892788233736647 +473,473,2015-04-20,13.684666633605955,13.856666564941406,13.59000015258789,13.785332679748535,38389500,1,13.798386291200332 +474,474,2015-04-21,13.96066665649414,14.050000190734863,13.620667457580566,13.720000267028809,51487500,0,13.755118081668002 +475,475,2015-04-22,14.629332542419434,14.791999816894531,14.112667083740234,14.166666984558104,117945000,1,13.841803096956241 +476,476,2015-04-23,14.57333278656006,14.76533317565918,14.476667404174805,14.5513334274292,66168000,0,14.309257315607185 +477,477,2015-04-24,14.562000274658203,14.720000267028809,14.534000396728516,14.699999809265137,36417000,0,14.56731651023367 +478,478,2015-04-27,15.436667442321776,15.916666984558104,14.800000190734863,14.837332725524902,175089000,-1,14.669846933284337 +479,479,2015-04-28,15.36533260345459,15.699999809265137,15.20199966430664,15.649999618530272,91281000,1,15.082770040648064 +480,480,2015-04-29,15.49666690826416,15.664667129516602,15.175333023071287,15.33666706085205,59041500,1,15.42365742586769 +481,481,2015-04-30,15.06999969482422,15.526000022888184,15.011333465576172,15.359333038330078,58678500,1,15.533636477429416 +482,482,2015-05-01,15.0686674118042,15.451333045959473,14.694000244140623,15.329333305358888,79225500,1,15.32470988357544 +483,483,2015-05-04,15.36733341217041,15.648667335510254,15.140666961669922,15.211999893188477,66519000,-1,15.101618816037174 +484,484,2015-05-05,15.529999732971191,15.966667175292969,15.275333404541016,15.850666999816896,86953500,1,15.251406905156987 +485,485,2015-05-06,15.362000465393066,15.631333351135254,15.213333129882812,15.606666564941406,79063500,-1,15.43364445179604 +486,486,2015-05-07,15.786666870117188,15.83199977874756,14.68333339691162,14.733332633972168,141838500,-1,15.388389617588375 +487,487,2015-05-08,15.77400016784668,15.894000053405762,15.579999923706056,15.732666969299316,70023000,1,15.320859918101444 +488,488,2015-05-11,15.965999603271484,16.191999435424805,15.687333106994627,15.752667427062988,85084500,1,15.66700278693553 +489,489,2015-05-12,16.31599998474121,16.42333221435547,15.879332542419434,16.007333755493164,95451000,-1,15.87062744567991 +490,490,2015-05-13,16.211999893188477,16.553333282470703,16.149999618530273,16.507333755493164,81603000,1,16.091467717478707 +491,491,2015-05-14,16.273332595825195,16.326000213623047,16.083332061767578,16.321332931518555,43438500,0,16.22704199811819 +492,492,2015-05-15,16.589332580566406,16.626667022705078,16.166667938232422,16.261999130249023,67914000,0,16.26199258259668 +493,493,2015-05-18,16.583332061767578,16.65999984741211,16.399999618530273,16.46666717529297,50298000,0,16.41736353138602 +494,494,2015-05-19,16.47599983215332,16.733333587646484,16.40999984741211,16.562000274658203,55113000,-1,16.52741172146844 +495,495,2015-05-20,16.290000915527344,16.516000747680664,16.091333389282227,16.475332260131836,56334000,0,16.552027280774396 +496,496,2015-05-21,16.374666213989258,16.441333770751953,16.157333374023438,16.20199966430664,29559000,1,16.413258135802216 +497,497,2015-05-22,16.51533317565918,16.573333740234375,16.333999633789062,16.358667373657227,33346500,1,16.375210825448733 +498,498,2015-05-26,16.497333526611328,16.799999237060547,16.433332443237305,16.511999130249023,52480500,0,16.48176263379994 +499,499,2015-05-27,16.495332717895508,16.633333206176758,16.3700008392334,16.567333221435547,51123000,0,16.577297258334593 +500,500,2015-05-28,16.76333236694336,16.786666870117188,16.336666107177734,16.468666076660156,54709500,0,16.570991752406208 +501,501,2015-05-29,16.719999313354492,16.857999801635742,16.6286678314209,16.733333587646484,56839500,0,16.65729793230583 +502,502,2015-06-01,16.6299991607666,16.773332595825195,16.49799919128418,16.76066780090332,37576500,-1,16.7416340589227 +503,503,2015-06-02,16.55666732788086,16.626667022705078,16.420000076293945,16.594667434692383,32022000,0,16.71253724299683 +504,504,2015-06-03,16.599332809448242,16.71466636657715,16.46733283996582,16.546667098999023,26722500,0,16.65317329448229 +505,505,2015-06-04,16.39466667175293,16.6200008392334,16.380666732788086,16.5,36804000,0,16.666047809691403 +506,506,2015-06-05,16.609333038330078,16.64666748046875,16.3786678314209,16.399999618530273,45330000,0,16.593511060901303 +507,507,2015-06-08,17.086000442504883,17.25,16.687332153320312,16.72333335876465,75255000,1,16.62253734218183 +508,508,2015-06-09,17.066667556762695,17.182666778564453,16.94266700744629,17.02666664123535,39166500,0,16.9000457671989 +509,509,2015-06-10,16.713333129882812,16.933332443237305,16.566667556762695,16.793333053588867,51817500,-1,17.044252149969548 +510,510,2015-06-11,16.76066780090332,16.95800018310547,16.69533348083496,16.884000778198242,30661500,1,16.887598526833642 +511,511,2015-06-12,16.71266746520996,16.8973331451416,16.680667877197266,16.680667877197266,21334500,1,16.86825455210142 +512,512,2015-06-15,16.691999435424805,16.75200080871582,16.400667190551758,16.64666748046875,32793000,0,16.853523555314744 +513,513,2015-06-16,16.874666213989258,16.895999908447266,16.606666564941406,16.67533302307129,29770500,1,16.784813037879598 +514,514,2015-06-17,17.360666275024414,17.624000549316406,16.801332473754883,16.81133270263672,82693500,1,16.857405692356753 +515,515,2015-06-18,17.459333419799805,17.56399917602539,17.334667205810547,17.46666717529297,41740500,1,17.150872368428587 +516,516,2015-06-19,17.500667572021484,17.586666107177734,17.34000015258789,17.49333381652832,36945000,1,17.37595097115826 +517,517,2015-06-22,17.319332122802734,17.626667022705078,17.04599952697754,17.476667404174805,68416500,1,17.488956820960354 +518,518,2015-06-23,17.844667434692383,17.866666793823242,17.238000869750977,17.35466766357422,58062000,0,17.394420850457678 +519,519,2015-06-24,17.67799949645996,17.823333740234375,17.58133316040039,17.798667907714844,36184500,0,17.564872252103598 +520,520,2015-06-25,17.91933250427246,18.0939998626709,17.683332443237305,17.76333236694336,42738000,0,17.675312874614704 +521,521,2015-06-26,17.805999755859375,17.94066619873047,17.733333587646484,17.926000595092773,57576000,0,17.852318170974495 +522,522,2015-06-29,17.468000411987305,17.729999542236328,17.3799991607666,17.463333129882812,52183500,0,17.870331335410274 +523,523,2015-06-30,17.884000778198242,18.06133270263672,17.600000381469727,17.65333366394043,46303500,1,17.653173008518948 +524,524,2015-07-01,17.94333267211914,18.17466735839844,17.856666564941406,18.073999404907227,31518000,1,17.796733228381107 +525,525,2015-07-02,18.667999267578125,18.82999992370605,18.220666885375977,18.68000030517578,107458500,1,17.97072568774703 +526,526,2015-07-06,18.64800071716309,18.779333114624023,18.420000076293945,18.59199905395508,61828500,0,18.41494778521764 +527,527,2015-07-07,17.858667373657227,18.34666633605957,17.384666442871094,18.33333206176757,91576500,0,18.587573620654805 +528,528,2015-07-08,16.997333526611328,17.386667251586914,16.95400047302246,17.288000106811523,93316500,0,18.034833303614537 +529,529,2015-07-09,17.19466781616211,17.530000686645508,17.119333267211914,17.27199935913086,50011500,0,17.34990972578076 +530,530,2015-07-10,17.27666664123535,17.53333282470703,17.187999725341797,17.481332778930664,39163500,0,17.26421365235302 +531,531,2015-07-13,17.477333068847656,17.503332138061523,17.06999969482422,17.483333587646484,44404500,0,17.31769372458336 +532,532,2015-07-14,17.709999084472656,17.732667922973633,17.367332458496094,17.47333335876465,28614000,0,17.384040724388854 +533,533,2015-07-15,17.542667388916016,17.832666397094727,17.472000122070312,17.78266716003418,30324000,1,17.59437588661215 +534,534,2015-07-16,17.778667449951172,17.81333351135254,17.54400062561035,17.614667892456055,24240000,0,17.69177282002725 +535,535,2015-07-17,18.310667037963867,18.36933326721192,17.883333206176758,18.166667938232425,75061500,1,17.810203767413466 +536,536,2015-07-20,18.817333221435547,19.11000061035156,18.16933250427246,18.33333206176757,74677500,-1,18.1421049659753 +537,537,2015-07-21,17.784666061401367,18.233333587646484,17.770000457763672,18.003332138061523,91630500,-1,18.537456387797885 +538,538,2015-07-22,17.857999801635742,17.96266746520996,17.390666961669922,17.417999267578125,46575000,0,18.076226821247793 +539,539,2015-07-23,17.81333351135254,17.99333381652832,17.684667587280273,17.976667404174805,33408000,0,17.833759425306077 +540,540,2015-07-24,17.694000244140625,18.07266616821289,17.594667434692383,17.825332641601562,42547500,1,17.856215786789797 +541,541,2015-07-27,16.867332458496094,17.6286678314209,16.71933364868164,17.495332717895508,70413000,0,17.829464460275283 +542,542,2015-07-28,17.654666900634766,17.69333267211914,16.78933334350586,17.049999237060547,58437000,0,17.298321341749574 +543,543,2015-07-29,17.58799934387207,17.859333038330078,17.46666717529297,17.618000030517578,41851500,1,17.35262269948032 +544,544,2015-07-30,17.785999298095703,17.79599952697754,17.474000930786133,17.512666702270508,30519000,1,17.549512817121382 +545,545,2015-07-31,17.74333381652832,17.957332611083984,17.674667358398438,17.84000015258789,33339000,1,17.697654753877153 +546,546,2015-08-03,17.332666397094727,17.78066635131836,17.13800048828125,17.752666473388672,38302500,1,17.82738484155807 +547,547,2015-08-04,17.75200080871582,17.781333923339844,17.222667694091797,17.333999633789062,35287500,0,17.615254748643945 +548,548,2015-08-05,18.0086669921875,18.06666755676269,17.360000610351562,17.57200050354004,93214500,-1,17.65802011049813 +549,549,2015-08-06,16.408666610717773,17.0,15.7413330078125,16.63599967956543,219357000,-1,17.801656813710657 +550,550,2015-08-07,16.167333602905273,16.248666763305664,15.892666816711426,16.238666534423828,76101000,0,16.594394200793793 +551,551,2015-08-10,16.076000213623047,16.197999954223633,15.736666679382324,15.876667022705078,62788500,-1,16.39894294135684 +552,552,2015-08-11,15.824666976928713,15.953332901000977,15.629332542419434,15.8100004196167,63973500,-1,16.209919743312078 +553,553,2015-08-12,15.878000259399414,15.98466682434082,15.515999794006348,15.666666984558104,55920000,0,15.959204407146862 +554,554,2015-08-13,16.167333602905273,16.43199920654297,15.941332817077637,15.990667343139648,70338000,1,15.862291367500266 +555,555,2015-08-14,16.209999084472656,16.528667449951172,16.118000030517578,16.482667922973633,65472000,1,16.05753751801587 +556,556,2015-08-17,16.999332427978516,17.106000900268555,16.700666427612305,17.03733253479004,107650500,-1,16.21648435176511 +557,557,2015-08-18,17.381332397460938,17.39666748046875,16.90399932861328,17.025333404541016,62925000,0,16.65803411490368 +558,558,2015-08-19,17.016666412353516,17.376667022705078,17.001333236694336,17.35533332824707,54064500,1,17.049521974212205 +559,559,2015-08-20,16.14533233642578,16.970666885375977,16.126667022705078,16.804000854492188,73587000,-1,17.08832707674507 +560,560,2015-08-21,15.38466739654541,16.253332138061523,15.36733341217041,15.733332633972168,98853000,-1,16.59572513249238 +561,561,2015-08-24,14.591333389282228,15.42666721343994,13.0,13.519332885742188,143724000,0,15.820067610958526 +562,562,2015-08-25,14.66866683959961,15.393333435058594,14.607999801635742,15.368000030517578,64909500,0,14.622630240438603 +563,563,2015-08-26,14.989333152770996,15.199999809265137,14.36733341217041,15.195332527160645,74445000,0,14.776548976788057 +564,564,2015-08-27,16.19933319091797,16.316667556762695,15.387332916259766,15.399999618530272,114840000,-1,14.833639305960162 +565,565,2015-08-28,16.565332412719727,16.76333236694336,16.10466766357422,16.124000549316406,82705500,1,15.56127525361251 +566,566,2015-08-31,16.604000091552734,16.996667861938477,16.367332458496094,16.374666213989258,70503000,0,16.247459289200606 +567,567,2015-09-01,15.908666610717772,16.399999618530273,15.79800033569336,16.022666931152344,81822000,1,16.56024996935206 +568,568,2015-09-02,16.512666702270508,16.525333404541016,15.985333442687988,16.35333251953125,69438000,1,16.18731278246942 +569,569,2015-09-03,16.3713321685791,16.80533218383789,16.333332061767578,16.804000854492188,62922000,0,16.298412193711926 +570,570,2015-09-04,16.1286678314209,16.272666931152344,15.880000114440918,16.05933380126953,55338000,0,16.412003505350786 +571,571,2015-09-08,16.544666290283203,16.610666275024414,16.270000457763672,16.336666107177734,47073000,0,16.221352608067786 +572,572,2015-09-09,16.5939998626709,16.950000762939453,16.553333282470703,16.803333282470703,50862000,1,16.40479865234376 +573,573,2015-09-10,16.565332412719727,16.71466636657715,16.35533332824707,16.48200035095215,40635000,-1,16.597567106513797 +574,574,2015-09-11,16.682666778564453,16.682666778564453,16.315332412719727,16.50933265686035,35262000,1,16.599465471830843 +575,575,2015-09-14,16.87933349609375,16.950000762939453,16.64466667175293,16.739999771118164,43363500,0,16.630662180631877 +576,576,2015-09-15,16.904666900634766,16.97333335876465,16.633333206176758,16.850000381469727,44002500,1,16.805771782521777 +577,577,2015-09-16,17.483333587646484,17.525333404541016,16.858667373657227,16.869333267211914,66256500,1,16.882272554099643 +578,578,2015-09-17,17.471332550048828,17.700000762939453,17.37933349609375,17.597333908081055,53787000,1,17.17525173986447 +579,579,2015-09-18,17.374666213989258,17.58799934387207,17.166667938232422,17.19733238220215,56446500,1,17.402998154696345 +580,580,2015-09-21,17.613332748413086,18.10466766357422,17.053333282470703,17.59866714477539,91803000,0,17.393329566590253 +581,581,2015-09-22,17.395999908447266,17.510000228881836,17.058000564575195,17.268667221069336,54966000,0,17.482345988641207 +582,582,2015-09-23,17.40399932861328,17.472000122070312,17.172000885009766,17.463333129882812,39012000,0,17.37489307288028 +583,583,2015-09-24,17.541332244873047,17.56333351135254,17.08066749572754,17.302000045776367,51723000,0,17.386348336331455 +584,584,2015-09-25,17.12733268737793,17.79400062561035,17.07666778564453,17.77400016784668,56601000,0,17.420364974120425 +585,585,2015-09-28,16.562000274658203,17.319332122802734,16.44066619873047,17.156667709350586,73516500,1,17.328162474216903 +586,586,2015-09-29,16.44333267211914,16.98200035095215,16.36400032043457,16.69733238220215,55548000,1,16.91501094872028 +587,587,2015-09-30,16.559999465942383,16.82666778564453,16.1560001373291,16.799999237060547,73944000,1,16.686815042452302 +588,588,2015-10-01,15.991999626159668,16.566667556762695,15.808667182922363,16.500667572021484,68595000,1,16.574233796646904 +589,589,2015-10-02,16.504667282104492,16.51333236694336,15.661999702453612,15.706666946411133,66360000,0,16.249005011641483 +590,590,2015-10-05,16.40999984741211,16.6560001373291,16.275333404541016,16.589332580566406,55348500,0,16.252694969090417 +591,591,2015-10-06,16.097333908081055,16.20199966430664,15.70533275604248,16.0,78378000,-1,16.39904795421092 +592,592,2015-10-07,15.46399974822998,15.846667289733888,15.274666786193848,15.775333404541016,102210000,-1,16.131983361037445 +593,593,2015-10-08,15.114666938781738,15.381333351135254,14.753999710083008,15.338666915893556,91998000,-1,15.620987565577666 +594,594,2015-10-09,14.71266746520996,14.958000183105469,14.557332992553713,14.728667259216309,92376000,-1,15.172290281594316 +595,595,2015-10-12,14.371999740600586,14.866666793823242,14.351332664489746,14.866000175476074,57544500,1,14.791581111591546 +596,596,2015-10-13,14.616666793823242,14.834667205810549,14.075332641601562,14.218667030334473,77572500,1,14.57129485847436 +597,597,2015-10-14,14.458666801452637,14.729999542236328,14.362000465393066,14.711333274841309,46566000,-1,14.477175418725842 +598,598,2015-10-15,14.753999710083008,14.781999588012695,14.24666690826416,14.428667068481444,42663000,1,14.506396914653026 +599,599,2015-10-16,15.133999824523926,15.36533260345459,14.857999801635742,14.869333267211914,65017500,-1,14.582223722231555 +600,600,2015-10-19,15.206666946411133,15.40999984741211,14.996000289916992,15.100000381469728,37618500,0,14.927828127033658 +601,601,2015-10-20,14.20199966430664,15.239999771118164,13.466667175292969,15.1813325881958,223500000,-1,15.140937571038958 +602,602,2015-10-21,14.005999565124512,14.320667266845703,13.920000076293944,14.13266658782959,62272500,-1,14.297877078680662 +603,603,2015-10-22,14.114666938781738,14.383333206176758,13.960000038146973,14.104000091552734,42378000,1,14.234695032754779 +604,604,2015-10-23,13.939332962036133,14.356666564941406,13.845999717712402,14.333333015441896,63532500,1,14.217522092553782 +605,605,2015-10-26,14.350666999816896,14.392000198364258,14.0,14.092000007629396,50871000,1,14.096092633626618 +606,606,2015-10-27,14.023332595825195,14.473333358764648,13.833999633789062,14.322667121887209,52791000,1,14.204646788230734 +607,607,2015-10-28,14.197333335876465,14.229999542236328,13.886667251586914,14.087332725524902,40929000,1,14.143595349922307 +608,608,2015-10-29,14.108667373657228,14.25,14.042667388916016,14.116666793823242,27075000,0,14.14317214205026 +609,609,2015-10-30,13.795332908630373,14.108667373657228,13.592666625976562,14.026666641235352,66583500,0,14.162974774080416 +610,610,2015-11-02,14.252667427062988,14.386667251586914,13.814666748046877,13.928000450134276,58918500,-1,13.907041088181364 +611,611,2015-11-03,13.890000343322754,14.29599952697754,13.850000381469728,14.256667137145996,124987500,1,14.058326126430924 +612,612,2015-11-04,15.44200038909912,15.515999794006348,15.013333320617676,15.133333206176758,190896000,1,13.987511284942372 +613,613,2015-11-05,15.451333045959473,15.638667106628418,15.279333114624023,15.371999740600586,67452000,1,14.992866654537101 +614,614,2015-11-06,15.490667343139648,15.557332992553713,15.300000190734863,15.380000114440918,36679500,1,15.499894390587846 +615,615,2015-11-09,15.022000312805176,15.53266716003418,14.95400047302246,15.53266716003418,57763500,0,15.582020087677941 +616,616,2015-11-10,14.43333339691162,14.91333293914795,14.405332565307615,14.898667335510254,69255000,0,15.332777723719142 +617,617,2015-11-11,14.60533332824707,14.631999969482422,14.241999626159668,14.517999649047852,50217000,0,14.754832075760062 +618,618,2015-11-12,14.196000099182127,14.600000381469728,14.177332878112791,14.523332595825195,43738500,0,14.537974583380189 +619,619,2015-11-13,13.812666893005373,14.199333190917969,13.767999649047852,14.196666717529297,51454500,0,14.3495625844266 +620,620,2015-11-16,14.28733253479004,14.33199977874756,13.720000267028809,13.739333152770996,43881000,0,14.01677697124977 +621,621,2015-11-17,14.266667366027832,14.399999618530272,14.09333324432373,14.346667289733888,32230500,1,14.059871090108402 +622,622,2015-11-18,14.73799991607666,14.7586669921875,14.16800022125244,14.300000190734863,42178500,1,14.221503718652343 +623,623,2015-11-19,14.786666870117188,15.079333305358888,14.686667442321776,14.702667236328123,37566000,1,14.466033737011188 +624,624,2015-11-20,14.667332649230955,15.0,14.238666534423828,14.899333000183104,66010500,-1,14.735898197468396 +625,625,2015-11-23,14.516667366027832,14.612000465393066,14.312000274658203,14.489999771118164,37893000,0,14.670378067661908 +626,626,2015-11-24,14.550000190734863,14.733332633972168,14.333333015441896,14.357999801635742,37204500,1,14.560480112732002 +627,627,2015-11-25,15.309332847595217,15.388667106628418,14.69200038909912,14.755999565124512,59862000,0,14.537489217610696 +628,628,2015-11-27,15.440667152404783,15.483332633972168,15.133999824523926,15.404000282287598,29241000,-1,14.932026455958269 +629,629,2015-11-30,15.350666999816896,15.618666648864746,15.272000312805176,15.452667236328123,39897000,0,15.260948385218894 +630,630,2015-12-01,15.812666893005373,15.866666793823242,15.403332710266112,15.404000282287598,56010000,0,15.39325553689979 +631,631,2015-12-02,15.465999603271484,15.90666675567627,15.415332794189451,15.800000190734863,44722500,0,15.625998196244067 +632,632,2015-12-03,15.513999938964844,15.829999923706056,15.333333015441896,15.6986665725708,44094000,0,15.626932810645378 +633,633,2015-12-04,15.358667373657228,15.5513334274292,15.177332878112791,15.497332572937012,38604000,1,15.596110930962231 +634,634,2015-12-07,15.408666610717772,15.708666801452637,15.076666831970217,15.18000030517578,47163000,-1,15.453438707078298 +635,635,2015-12-08,15.114666938781738,15.25333309173584,14.946666717529297,15.16800022125244,40314000,-1,15.394049628320063 +636,636,2015-12-09,14.968000411987305,15.166666984558104,14.714667320251465,15.113332748413086,45867000,0,15.202747529939627 +637,637,2015-12-10,15.137999534606934,15.232666969299316,14.90933322906494,14.980667114257812,31075500,1,15.024634074814468 +638,638,2015-12-11,14.468000411987305,15.050000190734863,14.442667007446287,15.015999794006348,49030500,0,15.053471454359793 +639,639,2015-12-14,14.571999549865724,14.727999687194824,14.324666976928713,14.500666618347168,42406500,0,14.748143546069109 +640,640,2015-12-15,14.739333152770996,14.814666748046877,14.533332824707031,14.788000106811523,33666000,0,14.573001772611194 +641,641,2015-12-16,15.633999824523926,15.658666610717772,14.715332984924316,14.80666732788086,76564500,1,14.667611919823516 +642,642,2015-12-17,15.559332847595217,15.850666999816896,15.320667266845703,15.595999717712402,49479000,0,15.113445691449432 +643,643,2015-12-18,15.36400032043457,15.726667404174805,15.28600025177002,15.526000022888184,45213000,0,15.467504723624252 +644,644,2015-12-21,15.503999710083008,15.722000122070312,15.405332565307615,15.446000099182127,29298000,0,15.48812815554624 +645,645,2015-12-22,15.329999923706056,15.770000457763672,15.308667182922363,15.666000366210938,29422500,0,15.520352108584031 +646,646,2015-12-23,15.313332557678224,15.563332557678224,15.208666801452637,15.478667259216309,23325000,0,15.481649105253801 +647,647,2015-12-24,15.371333122253418,15.458666801452637,15.218667030334473,15.370667457580566,10620000,1,15.397036424554166 +648,648,2015-12-28,15.263333320617676,15.465332984924316,15.03600025177002,15.432666778564451,28519500,0,15.37629778199805 +649,649,2015-12-29,15.812666893005373,15.847999572753906,15.303333282470703,15.337332725524902,36094500,1,15.311413678021069 +650,650,2015-12-30,15.87266731262207,16.242000579833984,15.711333274841309,15.773332595825195,55468500,0,15.537236597292203 +651,651,2015-12-31,16.000667572021484,16.229999542236328,15.891332626342772,15.900667190551758,40725000,0,15.804003588286292 +652,652,2016-01-04,14.894000053405762,15.425333023071287,14.600000381469728,15.381333351135254,102406500,-1,15.977036014677118 +653,653,2016-01-05,14.895333290100098,15.12600040435791,14.666666984558104,15.09066677093506,47802000,1,15.171108371026808 +654,654,2016-01-06,14.602666854858398,14.670000076293944,14.398667335510254,14.666666984558104,56686500,0,14.96992808373962 +655,655,2016-01-07,14.376667022705078,14.562666893005373,14.244667053222656,14.279333114624023,53314500,1,14.64861454821083 +656,656,2016-01-08,14.06666660308838,14.696000099182127,14.0513334274292,14.52400016784668,54421500,1,14.410013446331405 +657,657,2016-01-11,13.856666564941406,14.296667098999023,13.533332824707031,14.267333030700684,61371000,1,14.255503724347662 +658,658,2016-01-12,13.998000144958496,14.249333381652832,13.687333106994627,14.106666564941406,46378500,0,13.977287282030018 +659,659,2016-01-13,13.354000091552734,14.17666721343994,13.333333015441896,14.133999824523926,61896000,0,13.979653409805758 +660,660,2016-01-14,13.745332717895508,14.0,12.892000198364258,13.480667114257812,97360500,1,13.682870209278228 +661,661,2016-01-15,13.666000366210938,13.67133331298828,13.149999618530272,13.264666557312012,83679000,0,13.581189358427388 +662,662,2016-01-19,13.64799976348877,14.031332969665527,13.385333061218262,13.913999557495115,60580500,-1,13.559242521739709 +663,663,2016-01-20,13.24666690826416,13.41866683959961,12.75,13.293333053588867,87579000,0,13.694929569795182 +664,664,2016-01-21,13.33133316040039,13.548666954040527,13.001333236694336,13.436667442321776,47493000,0,13.365694483705541 +665,665,2016-01-22,13.50333309173584,13.699999809265137,13.268667221069336,13.653332710266112,46861500,0,13.3762554989681 +666,666,2016-01-25,13.092000007629396,13.571332931518556,13.058667182922363,13.337332725524902,40480500,0,13.510647186153015 +667,667,2016-01-26,12.904000282287598,13.187999725341797,12.592000007629396,13.113332748413086,74463000,0,13.352283431723471 +668,668,2016-01-27,12.538000106811523,12.883999824523926,12.38466739654541,12.825332641601562,54258000,0,13.044304646929596 +669,669,2016-01-28,12.646666526794434,12.751999855041504,12.160667419433594,12.719332695007324,68892000,0,12.743929035575388 +670,670,2016-01-29,12.74666690826416,12.916000366210938,12.538666725158691,12.66333293914795,42784500,1,12.635629339863932 +671,671,2016-02-01,13.129332542419434,13.3013334274292,12.18333339691162,12.583999633789062,79464000,-1,12.736014101431355 +672,672,2016-02-02,12.185333251953123,12.874667167663574,12.01533317565918,12.82800006866455,86604000,-1,12.912591333833362 +673,673,2016-02-03,11.565333366394045,12.262666702270508,11.345333099365234,12.239333152770996,118971000,-1,12.58125162018496 +674,674,2016-02-04,11.68866729736328,11.732000350952148,11.13266658782959,11.380000114440918,65781000,1,12.002670371303873 +675,675,2016-02-05,10.84000015258789,11.533332824707031,10.515999794006348,11.420000076293944,141564000,0,11.770040069643354 +676,676,2016-02-08,9.866000175476074,10.476667404174805,9.733332633972168,10.473333358764648,139695000,-1,11.211130338477503 +677,677,2016-02-09,9.883333206176758,10.652667045593262,9.403332710266112,9.48799991607666,129774000,1,10.435274491367066 +678,678,2016-02-10,9.57800006866455,10.33133316040039,9.449333190917969,10.033332824707031,156097500,-1,10.138939628955276 +679,679,2016-02-11,10.031332969665527,10.883999824523926,9.800000190734863,10.133333206176758,213786000,1,9.951614179185519 +680,680,2016-02-12,10.06933307647705,10.46733283996582,9.579999923706056,10.333333015441896,108537000,1,10.126861572508231 +681,681,2016-02-16,10.344667434692385,10.863332748413086,10.27400016784668,10.579999923706056,83907000,1,10.233289975580625 +682,682,2016-02-17,11.245332717895508,11.28933334350586,10.445332527160645,10.600000381469728,87378000,1,10.549323549787783 +683,683,2016-02-18,11.118000030517578,11.529999732971191,10.98466682434082,11.494667053222656,58314000,0,11.00417319089556 +684,684,2016-02-19,11.10533332824707,11.166000366210938,10.833333015441896,10.910667419433594,44391000,0,11.330825082176982 +685,685,2016-02-22,11.849332809448242,11.927332878112791,11.32333278656006,11.341333389282228,75901500,1,11.332438273859077 +686,686,2016-02-23,11.814000129699709,12.11533260345459,11.57866668701172,11.744000434875488,89766000,0,11.711142062555354 +687,687,2016-02-24,11.93333339691162,11.966667175292969,11.189332962036133,11.516667366027832,80934000,-1,11.922608085744839 +688,688,2016-02-25,12.495332717895508,12.567999839782717,11.68000030517578,11.90999984741211,86260500,-1,11.954154189914707 +689,689,2016-02-26,12.689332962036133,12.800000190734863,12.333333015441896,12.579999923706056,90976500,0,12.346236980427182 +690,690,2016-02-29,12.795332908630373,13.09000015258789,12.614666938781738,12.826666831970217,67485000,-1,12.708714887043476 +691,691,2016-03-01,12.423333168029783,13.063332557678224,12.18000030517578,12.949999809265137,100683000,-1,12.944589539585417 +692,692,2016-03-02,12.555999755859377,12.567999839782717,12.100000381469728,12.248666763305664,72936000,0,12.79818802395807 +693,693,2016-03-03,13.04933261871338,13.161333084106444,12.281332969665527,12.552000045776367,72435000,-1,12.659396237486138 +694,694,2016-03-04,13.402667045593262,13.60200023651123,13.166666984558104,13.199999809265137,97336500,1,12.92549808131156 +695,695,2016-03-07,13.685999870300291,13.979999542236328,13.15999984741211,13.178667068481444,79941000,0,13.379373834424625 +696,696,2016-03-08,13.506667137145996,13.833333015441896,13.479999542236328,13.56666660308838,62680500,0,13.675621772901707 +697,697,2016-03-09,13.914667129516602,13.958000183105469,13.519332885742188,13.63466739654541,48129000,1,13.720866652133608 +698,698,2016-03-10,13.678667068481444,14.219332695007324,13.378000259399414,14.0,77887500,1,13.889357166358607 +699,699,2016-03-11,13.833333015441896,13.961333274841309,13.68866729736328,13.862000465393066,50146500,1,13.836030910644011 +700,700,2016-03-14,14.34333324432373,14.447999954223633,14.042667388916016,14.17666721343994,60985500,1,13.895577326580149 +701,701,2016-03-15,14.555999755859377,14.597999572753906,14.100000381469728,14.284667015075684,47707500,1,14.201595223953102 +702,702,2016-03-16,14.795332908630373,14.838666915893556,14.468000411987305,14.533332824707031,52750500,-1,14.41208298867071 +703,703,2016-03-17,15.092000007629396,15.233332633972168,14.666666984558104,14.764666557312012,56743500,1,14.650140937360362 +704,704,2016-03-18,15.515999794006348,15.631999969482422,15.20400047302246,15.273332595825195,70677000,0,14.92033725057668 +705,705,2016-03-21,15.887999534606934,15.991999626159668,15.666666984558104,15.689332962036133,79617000,1,15.316909249549461 +706,706,2016-03-22,15.616000175476074,15.932666778564451,15.503999710083008,15.814000129699709,64740000,1,15.71610376244967 +707,707,2016-03-23,14.838666915893556,15.648667335510254,14.802000045776367,15.4913330078125,74232000,1,15.73314674165611 +708,708,2016-03-24,15.18333339691162,15.259332656860352,14.333333015441896,14.385333061218262,74413500,0,15.243518375979153 +709,709,2016-03-28,15.350666999816896,15.654000282287598,15.0,15.440667152404783,58885500,-1,14.990620957687657 +710,710,2016-03-29,15.342000007629396,15.491999626159668,15.022000312805176,15.326000213623049,60214500,-1,15.226622354067354 +711,711,2016-03-30,15.12600040435791,15.699999809265137,15.100000381469728,15.672666549682615,60495000,1,15.280284286708577 +712,712,2016-03-31,15.317999839782717,15.82800006866455,15.000666618347168,15.28933334350586,120193500,-1,15.294444025709272 +713,713,2016-04-01,15.839332580566406,16.52666664123535,15.550000190734863,16.32200050354004,239962500,1,15.204787207351643 +714,714,2016-04-04,16.465999603271484,16.808000564575195,16.242666244506836,16.607999801635742,202129500,-1,15.739520354186967 +715,715,2016-04-05,17.031333923339844,17.104000091552734,16.0,16.03333282470703,149230500,-1,16.49587369054111 +716,716,2016-04-06,17.69466781616211,17.849332809448242,16.89666748046875,16.931333541870117,175582500,-1,16.78293264007978 +717,717,2016-04-07,17.14666748046875,17.95599937438965,16.96733283996582,17.76333236694336,132843000,-1,17.33713943431179 +718,718,2016-04-08,16.67133331298828,17.38800048828125,16.534666061401367,17.366666793823242,110458500,1,17.322480732501536 +719,719,2016-04-11,16.661333084106445,17.266000747680664,16.35333251953125,16.733333587646484,137425500,-1,16.93326485360651 +720,720,2016-04-12,16.521333694458008,16.786666870117188,16.242000579833984,16.633333206176758,86448000,1,16.629845629815065 +721,721,2016-04-13,16.968666076660156,17.03333282470703,16.488666534423828,16.567333221435547,73884000,1,16.50599207358867 +722,722,2016-04-14,16.790666580200195,17.12266731262207,16.73666763305664,16.866666793823242,61983000,0,16.675003949318693 +723,723,2016-04-15,16.96733283996582,16.97333335876465,16.607999801635742,16.753999710083008,56286000,0,16.747971857821238 +724,724,2016-04-18,16.92533302307129,17.220666885375977,16.777332305908203,16.815332412719727,64071000,1,16.79788974835862 +725,725,2016-04-19,16.4913330078125,16.95800018310547,16.083332061767578,16.874666213989258,95362500,-1,16.879841233372872 +726,726,2016-04-20,16.6646671295166,16.910667419433594,16.100000381469727,16.417333602905273,77911500,1,16.556529236459763 +727,727,2016-04-21,16.55266761779785,16.726667404174805,16.46066665649414,16.599332809448242,41746500,1,16.537985241151773 +728,728,2016-04-22,16.916667938232422,16.933332443237305,16.380666732788086,16.592666625976562,56794500,1,16.576658318853642 +729,729,2016-04-25,16.788000106811523,17.158666610717773,16.71733283996582,16.867332458496094,55054500,1,16.71889762269405 +730,730,2016-04-26,16.916000366210938,17.048667907714844,16.625999450683594,16.803333282470703,48357000,0,16.829344800920904 +731,731,2016-04-27,16.764667510986328,17.0,16.626667022705078,16.850000381469727,48087000,-1,16.880160338906915 +732,732,2016-04-28,16.513999938964844,16.89533233642578,16.496000289916992,16.656667709350586,37785000,1,16.8523043742892 +733,733,2016-04-29,16.05066680908203,16.562000274658203,15.854000091552734,16.542667388916016,81207000,1,16.731335090186764 +734,734,2016-05-02,16.1200008392334,16.21266746520996,15.654666900634766,16.100000381469727,57658500,1,16.31904290976252 +735,735,2016-05-03,15.48799991607666,15.927332878112791,15.441332817077637,15.824000358581545,64533000,1,16.129947356040265 +736,736,2016-05-04,14.837332725524902,15.630666732788086,14.69333267211914,15.352666854858398,130507500,-1,15.758713152900063 +737,737,2016-05-05,14.10200023651123,15.242667198181152,13.986000061035156,15.230667114257812,168822000,1,15.045821905301331 +738,738,2016-05-06,14.32866668701172,14.424667358398438,13.87399959564209,14.05799961090088,85278000,-1,14.462454801822432 +739,739,2016-05-09,13.928000450134276,14.40999984741211,13.786666870117188,14.381333351135254,71646000,-1,14.334366678131603 +740,740,2016-05-10,13.912667274475098,13.964667320251465,13.666666984558104,13.83666706085205,61059000,-1,14.131377559608158 +741,741,2016-05-11,13.93066692352295,14.36533260345459,13.736666679382324,13.839332580566406,77428500,0,13.9379821240683 +742,742,2016-05-12,13.8186674118042,14.111332893371582,13.577333450317385,14.095999717712402,54757500,1,13.931564806765804 +743,743,2016-05-13,13.84066677093506,14.079999923706056,13.779999732971191,13.85200023651123,42342000,-1,13.892525762302519 +744,744,2016-05-16,13.88599967956543,14.210000038146973,13.861332893371582,13.876667022705078,44241000,-1,13.90027388990146 +745,745,2016-05-17,13.644000053405762,13.98799991607666,13.601332664489746,13.936667442321776,42654000,-1,13.946815344025351 +746,746,2016-05-18,14.07800006866455,14.354000091552734,13.850000381469728,13.94333267211914,84262500,1,13.826360987114338 +747,747,2016-05-19,14.347332954406738,14.452667236328123,13.81999969482422,14.2413330078125,102994500,1,13.964487854046624 +748,748,2016-05-20,14.685333251953123,14.703332901000977,14.423333168029783,14.465999603271484,135106500,-1,14.171491013040932 +749,749,2016-05-23,14.414667129516602,14.84000015258789,14.390666961669922,14.657999992370604,76537500,0,14.5235711902776 +750,750,2016-05-24,14.52733325958252,14.582667350769045,14.345333099365234,14.4399995803833,45207000,-1,14.606201859583354 +751,751,2016-05-25,14.638667106628418,14.757332801818848,14.434000015258787,14.52733325958252,46902000,-1,14.582841780543832 +752,752,2016-05-26,15.008000373840332,15.017333030700684,14.603333473205566,14.699999809265137,61086000,-1,14.621029310372997 +753,753,2016-05-27,14.869333267211914,15.062000274658203,14.716667175292969,14.999333381652832,54754500,0,14.801895073492194 +754,754,2016-05-31,14.881999969482422,14.983332633972168,14.766667366027832,14.869333267211914,41835000,0,14.869038228554396 +755,755,2016-06-01,14.637332916259766,14.826666831970217,14.459333419799805,14.76533317565918,44740500,1,14.890073760052307 +756,756,2016-06-02,14.597332954406738,14.660667419433594,14.473999977111816,14.63933277130127,30492000,-1,14.729150180727157 +757,757,2016-06-03,14.599332809448242,14.79599952697754,14.534000396728516,14.666666984558104,33435000,1,14.650157690856158 +758,758,2016-06-06,14.711999893188477,14.726667404174805,14.363332748413086,14.533332824707031,33742500,1,14.646696758550831 +759,759,2016-06-07,15.489333152770996,15.629332542419434,14.767999649047852,14.815999984741213,93204000,1,14.63426432924707 +760,760,2016-06-08,15.701333045959473,16.05666732788086,15.507332801818848,15.58666706085205,89580000,1,15.035731444746766 +761,761,2016-06-09,15.290666580200195,15.68866729736328,15.137332916259766,15.665332794189451,67381500,-1,15.523869674989275 +762,762,2016-06-10,14.586000442504885,15.197999954223633,14.56133270263672,15.15933322906494,90399000,-1,15.453844979351336 +763,763,2016-06-13,14.524666786193848,15.0513334274292,14.510666847229004,14.633333206176758,62895000,-1,14.907857838643405 +764,764,2016-06-14,14.330666542053224,14.813332557678224,14.16866683959961,14.592000007629396,53703000,1,14.677011844986167 +765,765,2016-06-15,14.513333320617676,14.793333053588867,14.342000007629396,14.463333129882812,43627500,1,14.466533792440035 +766,766,2016-06-16,14.528667449951172,14.53600025177002,14.233332633972168,14.494667053222656,36604500,1,14.4902829653493 +767,767,2016-06-17,14.364666938781738,14.666000366210938,14.300000190734863,14.52066707611084,46689000,0,14.478846397828217 +768,768,2016-06-20,14.646666526794434,14.916666984558104,14.548666954040527,14.633333206176758,53332500,1,14.434069523859296 +769,769,2016-06-21,14.640666961669922,14.838000297546388,14.587332725524902,14.711999893188477,67935000,1,14.579219747594154 +770,770,2016-06-22,13.11066722869873,13.729999542236328,13.050000190734863,13.29800033569336,356136000,-1,14.618072075560821 +771,771,2016-06-23,13.09333324432373,13.170000076293944,12.808667182922363,13.04599952697754,151960500,-1,13.301329009685357 +772,772,2016-06-24,12.876667022705078,13.008000373840332,12.648667335510254,12.670000076293944,105397500,-1,13.338095648827641 +773,773,2016-06-27,13.236666679382324,13.253999710083008,12.524666786193848,12.723999977111816,108081000,-1,13.138827384598638 +774,774,2016-06-28,13.452667236328123,13.603333473205566,13.293999671936035,13.459333419799805,93186000,1,13.198068959752586 +775,775,2016-06-29,14.012666702270508,14.118666648864746,13.533332824707031,13.675333023071287,89923500,-1,13.498368573365 +776,776,2016-06-30,14.152000427246094,14.233332633972168,13.934666633605955,14.197999954223633,72646500,-1,13.895551103717166 +777,777,2016-07-01,14.43333339691162,14.54933261871338,13.733332633972168,13.742667198181152,81000000,-1,14.144140081339945 +778,778,2016-07-05,14.26533317565918,14.302666664123535,13.866666793823242,13.982000350952148,77629500,-1,14.279107578891221 +779,779,2016-07-06,14.29599952697754,14.34866714477539,13.93333339691162,14.0,73798500,-1,14.241853510143006 +780,780,2016-07-07,14.395999908447266,14.541333198547363,14.20066738128662,14.206666946411133,54180000,-1,14.24385858794414 +781,781,2016-07-08,14.45199966430664,14.654000282287598,14.300000190734863,14.520000457763672,61122000,-1,14.353269477474546 +782,782,2016-07-11,14.985333442687988,15.118666648864746,14.633999824523926,14.663999557495115,81447000,-1,14.444048658648322 +783,783,2016-07-12,14.976667404174805,15.166666984558104,14.881333351135254,14.9399995803833,68569500,1,14.77907656941458 +784,784,2016-07-13,14.835332870483398,15.03933334350586,14.685999870300291,15.033332824707031,53506500,-1,14.954068593328554 +785,785,2016-07-14,14.768667221069336,14.996000289916992,14.736666679382324,14.874667167663574,40137000,-1,14.92091245393232 +786,786,2016-07-15,14.69333267211914,14.850000381469728,14.642666816711426,14.834667205810549,33513000,-1,14.876230212934214 +787,787,2016-07-18,15.083333015441896,15.13933277130127,14.553333282470703,14.642666816711426,51181500,1,14.801110208634821 +788,788,2016-07-19,15.017333030700684,15.273332595825195,14.983332633972168,15.0,46726500,-1,14.873146112882141 +789,789,2016-07-20,15.223999977111816,15.31999969482422,15.0,15.097999572753906,38527500,1,15.005332590832452 +790,790,2016-07-21,14.699999809265137,15.1899995803833,14.606666564941406,15.06666660308838,66430500,1,15.138069870307573 +791,791,2016-07-22,14.817999839782717,14.966667175292969,14.592000007629396,14.79933261871338,38695500,-1,14.886424168816067 +792,792,2016-07-25,15.333999633789062,15.425999641418455,14.758000373840332,14.817999839782717,67360500,1,14.822295489676671 +793,793,2016-07-26,15.300666809082031,15.333333015441896,15.020000457763672,15.179332733154297,51450000,-1,15.03565095512566 +794,794,2016-07-27,15.232666969299316,15.557332992553713,15.128000259399414,15.28933334350586,43335000,1,15.18558940080013 +795,795,2016-07-28,15.37399959564209,15.383999824523926,15.106666564941406,15.196666717529297,36286500,1,15.275433057056519 +796,796,2016-07-29,15.652667045593262,15.685333251953123,15.349332809448242,15.380000114440918,46062000,-1,15.3064806840254 +797,797,2016-08-01,15.333999633789062,15.775333404541016,15.291999816894531,15.699999809265137,60244500,1,15.499033406586536 +798,798,2016-08-02,15.146666526794434,15.324666976928713,14.760000228881836,15.291333198547363,59016000,1,15.480104991391325 +799,799,2016-08-03,15.052666664123535,15.313332557678224,14.947333335876465,15.157999992370604,58317000,-1,15.210802926363625 +800,800,2016-08-04,15.37399959564209,15.390666961669922,14.803333282470703,15.04599952697754,62205000,1,15.099442925420211 +801,801,2016-08-05,15.335332870483398,15.466667175292969,15.15999984741211,15.333333015441896,48078000,-1,15.148827435640369 +802,802,2016-08-08,15.077333450317385,15.30666732788086,15.072667121887209,15.199999809265137,33954000,1,15.27919543088402 +803,803,2016-08-09,15.272000312805176,15.435999870300291,15.109999656677246,15.121333122253418,33117000,-1,15.19601056079344 +804,804,2016-08-10,15.043333053588867,15.324666976928713,14.974666595458984,15.215999603271484,35074500,1,15.234941557349059 +805,805,2016-08-11,14.994000434875488,15.17133331298828,14.894000053405762,15.07800006866455,28213500,1,15.151283583105474 +806,806,2016-08-12,15.040666580200195,15.109999656677246,14.935999870300291,15.02733325958252,27202500,1,15.062245672875129 +807,807,2016-08-15,15.03933334350586,15.300000190734863,14.995332717895508,15.067999839782717,30514500,-1,15.038880130739152 +808,808,2016-08-16,14.907333374023438,15.145999908447266,14.894000053405762,15.03266716003418,34006500,1,15.064904865425145 +809,809,2016-08-17,14.88266658782959,14.988666534423828,14.853333473205566,14.95533275604248,26806500,-1,14.99967913581651 +810,810,2016-08-18,14.900667190551758,15.043999671936035,14.81933307647705,14.92133331298828,25717500,-1,14.939898049537092 +811,811,2016-08-19,15.0,15.011333465576172,14.835332870483398,14.902667045593262,24892500,1,14.923786649678378 +812,812,2016-08-22,14.862000465393066,15.007332801818848,14.845333099365234,14.944666862487791,30982500,-1,14.945889730924671 +813,813,2016-08-23,14.989333152770996,15.232666969299316,14.853333473205566,14.954667091369627,71766000,1,14.918548025786588 +814,814,2016-08-24,14.841333389282228,15.143333435058594,14.814666748046877,15.136667251586914,38560500,1,14.928984118243541 +815,815,2016-08-25,14.730667114257812,14.920000076293944,14.718000411987305,14.87399959564209,26437500,1,14.934582335284215 +816,816,2016-08-26,14.666000366210938,14.857333183288574,14.588000297546388,14.809332847595217,33585000,1,14.84702632031783 +817,817,2016-08-29,14.346667289733888,14.69333267211914,14.333333015441896,14.67666721343994,48994500,0,14.755099767486357 +818,818,2016-08-30,14.089332580566406,14.407333374023438,14.034667015075684,14.407333374023438,47533500,0,14.51255795203071 +819,819,2016-08-31,14.133999824523926,14.173333168029783,13.90999984741211,14.028667449951172,49147500,1,14.245790217448492 +820,820,2016-09-01,13.38466739654541,14.07333278656006,13.366666793823242,13.934000015258787,119146500,-1,14.096754275308394 +821,821,2016-09-02,13.185333251953123,13.546667098999023,13.079999923706056,13.488666534423828,89661000,-1,13.648160365250186 +822,822,2016-09-06,13.522000312805176,13.550000190734863,13.266667366027832,13.267999649047852,65859000,1,13.366725430707675 +823,823,2016-09-07,13.447333335876465,13.766667366027832,13.380666732788086,13.699999809265137,54613500,1,13.42494552822668 +824,824,2016-09-08,13.157333374023438,13.326000213623049,13.09066677093506,13.303333282470703,50668500,-1,13.518063400291776 +825,825,2016-09-09,12.964667320251465,13.32800006866455,12.91333293914795,13.272666931152344,56355000,1,13.305222376425634 +826,826,2016-09-12,13.220000267028809,13.424667358398438,12.9399995803833,13.0,55728000,1,13.124184100860603 +827,827,2016-09-13,13.06999969482422,13.232666969299316,12.896666526794434,13.137332916259766,53841000,1,13.158953917547505 +828,828,2016-09-14,13.093999862670898,13.194666862487791,12.990667343139648,13.050000190734863,33817500,-1,13.106611140596955 +829,829,2016-09-15,13.361332893371582,13.501333236694336,13.09333324432373,13.099332809448242,46158000,-1,13.154087876833946 +830,830,2016-09-16,13.69333267211914,13.713333129882812,13.266667366027832,13.361332893371582,46617000,1,13.288633744741038 +831,831,2016-09-19,13.755999565124512,13.961999893188477,13.666666984558104,13.800000190734863,34492500,-1,13.532769813144403 +832,832,2016-09-20,13.642666816711426,13.850000381469728,13.593999862670898,13.789999961853027,36157500,-1,13.780162372643534 +833,833,2016-09-21,13.6813325881958,13.800000190734863,13.437333106994627,13.758000373840332,39502500,1,13.786376219953617 +834,834,2016-09-22,13.76200008392334,13.8186674118042,13.533332824707031,13.760000228881836,35743500,-1,13.754131810654656 +835,835,2016-09-23,13.829999923706056,14.01200008392334,13.711333274841309,13.732666969299316,43578000,-1,13.782497664274839 +836,836,2016-09-26,13.932666778564451,14.06666660308838,13.766667366027832,13.766667366027832,35916000,1,13.844086428470153 +837,837,2016-09-27,13.720666885375977,13.998666763305664,13.640666961669922,13.976667404174805,50598000,1,13.92309093715335 +838,838,2016-09-28,13.751333236694336,13.883333206176758,13.684000015258787,13.833999633789062,31326000,1,13.848785177030043 +839,839,2016-09-29,13.380000114440918,13.821999549865724,13.371999740600586,13.706666946411133,40905000,-1,13.833353993381051 +840,840,2016-09-30,13.60200023651123,13.665332794189451,13.303333282470703,13.480667114257812,38794500,-1,13.62969898410081 +841,841,2016-10-03,14.24666690826416,14.378000259399414,13.883333206176758,14.153332710266112,89998500,1,13.583655521569327 +842,842,2016-10-04,14.093999862670898,14.221332550048828,13.92133331298828,14.206666946411133,53122500,0,13.97218547835389 +843,843,2016-10-05,13.897333145141602,14.210000038146973,13.874667167663574,14.149333000183104,28162500,1,14.106554584740126 +844,844,2016-10-06,13.399999618530272,13.61400032043457,13.347332954406738,13.497332572937012,70551000,-1,14.089842365673503 +845,845,2016-10-07,13.107333183288574,13.42133331298828,13.053333282470703,13.399999618530272,52395000,1,13.612778924564608 +846,846,2016-10-10,13.396666526794434,13.609333038330078,13.310667037963867,13.423333168029783,49744500,-1,13.301255197182142 +847,847,2016-10-11,13.34000015258789,13.479999542236328,13.220666885375977,13.456666946411133,34926000,-1,13.373610874675295 +848,848,2016-10-12,13.434000015258787,13.592000007629396,13.361332893371582,13.396666526794434,29560500,-1,13.403205075182855 +849,849,2016-10-13,13.349332809448242,13.393333435058594,13.136667251586914,13.366666793823242,37419000,-1,13.487170439653642 +850,850,2016-10-14,13.100666999816896,13.428667068481444,13.08666706085205,13.37733268737793,64048500,-1,13.405647929113254 +851,851,2016-10-17,12.93066692352295,13.22599983215332,12.800000190734863,13.136667251586914,68311500,1,13.229055400041172 +852,852,2016-10-18,13.273332595825195,13.29800033569336,12.883999824523926,13.065999984741213,85207500,1,13.043794029514267 +853,853,2016-10-19,13.570667266845703,13.77733325958252,13.20400047302246,13.315999984741213,104868000,1,13.154813861651746 +854,854,2016-10-20,13.273332595825195,13.533332824707031,13.136667251586914,13.474666595458984,76093500,1,13.477951160880439 +855,855,2016-10-21,13.339332580566406,13.437999725341797,13.160667419433594,13.239999771118164,44151000,1,13.450521317786214 +856,856,2016-10-24,13.517333030700684,13.596667289733888,13.350000381469728,13.399999618530272,41274000,-1,13.432142732898665 +857,857,2016-10-25,13.489333152770996,13.645999908447266,13.41333293914795,13.526666641235352,36675000,-1,13.53621034988963 +858,858,2016-10-26,13.482666969299316,13.54599952697754,13.34000015258789,13.399999618530272,84492000,1,13.583418544585324 +859,859,2016-10-27,13.600666999816896,14.24666690826416,13.44333267211914,14.089332580566406,196405500,-1,13.508071518277688 +860,860,2016-10-28,13.33133316040039,13.687999725341797,13.321999549865724,13.600000381469728,64201500,1,13.61950266087716 +861,861,2016-10-31,13.182000160217283,13.499333381652832,13.053999900817873,13.499333381652832,70384500,1,13.610744467444759 +862,862,2016-11-01,12.719332695007324,13.233332633972168,12.540666580200195,13.202667236328123,105900000,1,13.422886305069568 +863,863,2016-11-02,12.534667015075684,12.846667289733888,12.500666618347168,12.670000076293944,63801000,1,13.027709459529254 +864,864,2016-11-03,12.494667053222656,12.764666557312012,12.469332695007324,12.600000381469728,39795000,0,12.763566560690458 +865,865,2016-11-04,12.70400047302246,12.897333145141602,12.397333145141602,12.600000381469728,77190000,1,12.662850128467145 +866,866,2016-11-07,12.880666732788086,12.952667236328123,12.670000076293944,12.906000137329102,58051500,-1,12.682108636090382 +867,867,2016-11-08,12.996000289916992,13.166000366210938,12.750666618347168,12.919333457946776,49014000,1,12.841209544334923 +868,868,2016-11-09,12.670666694641112,12.800000190734863,12.263333320617676,12.458666801452637,122596500,1,12.983869688705584 +869,869,2016-11-10,12.356666564941406,12.77400016784668,12.027999877929688,12.736666679382324,101254500,-1,12.716578589482975 +870,870,2016-11-11,12.570667266845703,12.592000007629396,12.199999809265137,12.28266716003418,59827500,1,12.57240431757927 +871,871,2016-11-14,12.096667289733888,12.550000190734863,11.879332542419434,12.533332824707031,98283000,1,12.585414742487972 +872,872,2016-11-15,12.251333236694336,12.428667068481444,12.136667251586914,12.185333251953123,58530000,1,12.370858306334954 +873,873,2016-11-16,12.26200008392334,12.315333366394045,12.080666542053224,12.17666721343994,51516000,1,12.371044780027285 +874,874,2016-11-17,12.577333450317385,12.63266658782959,12.140666961669922,12.232666969299316,73306500,1,12.349709081729706 +875,875,2016-11-18,12.334667205810549,12.866666793823242,12.333333015441896,12.710000038146973,78154500,1,12.49710536652044 +876,876,2016-11-21,12.3013334274292,12.592666625976562,12.293999671936035,12.336000442504885,65415000,-1,12.568518963380459 +877,877,2016-11-22,12.744667053222656,12.764666557312012,12.247332572937012,12.38933277130127,84051000,1,12.50786839494969 +878,878,2016-11-23,12.87600040435791,13.042667388916016,12.600000381469728,12.707332611083984,73378500,0,12.668610417369319 +879,879,2016-11-25,13.109999656677246,13.149333000183104,12.90933322906494,12.90933322906494,35491500,0,12.891383593394973 +880,880,2016-11-28,13.074666976928713,13.289999961853027,12.970000267028809,13.031999588012695,67938000,-1,13.138958984522132 +881,881,2016-11-29,12.637999534606934,13.11533260345459,12.633333206176758,13.03733253479004,66589500,-1,13.176577138298539 +882,882,2016-11-30,12.626667022705078,12.792667388916016,12.5,12.733332633972168,53206500,1,12.957297430352654 +883,883,2016-12-01,12.125332832336426,12.5686674118042,12.06666660308838,12.550000190734863,76896000,-1,12.784588313045088 +884,884,2016-12-02,12.097999572753906,12.325332641601562,12.0,12.19200038909912,60634500,0,12.443124146241956 +885,885,2016-12-05,12.453332901000977,12.592666625976562,12.167332649230955,12.167332649230955,61083000,0,12.275426023807222 +886,886,2016-12-06,12.390000343322754,12.43866729736328,12.178667068481444,12.368000030517578,50874000,-1,12.411179600237304 +887,887,2016-12-07,12.876667022705078,12.893333435058594,12.333333015441896,12.40999984741211,81928500,-1,12.442539473519126 +888,888,2016-12-08,12.81933307647705,12.833333015441896,12.63599967956543,12.803333282470703,47911500,0,12.71015641609474 +889,889,2016-12-09,12.812000274658203,12.922666549682615,12.720666885375977,12.724666595458984,40837500,0,12.851133683952968 +890,890,2016-12-12,12.82866668701172,12.961333274841309,12.745332717895508,12.853333473205566,36583500,-1,12.905739396857332 +891,891,2016-12-13,13.210000038146973,13.41866683959961,12.866666793823242,12.878666877746582,102358500,1,12.9485902258205 +892,892,2016-12-14,13.246000289916992,13.533332824707031,13.11733341217041,13.249333381652832,62263500,1,13.141835729713202 +893,893,2016-12-15,13.17199993133545,13.38266658782959,13.15933322906494,13.227333068847656,48294000,-1,13.319392677412809 +894,894,2016-12-16,13.499333381652832,13.505999565124512,13.173333168029783,13.20533275604248,56953500,0,13.3294382191743 +895,895,2016-12-19,13.51533317565918,13.630000114440918,13.322667121887209,13.499333381652832,52321500,1,13.433951139227421 +896,896,2016-12-20,13.919333457946776,13.93333339691162,13.5,13.536666870117188,70336500,1,13.53360773073846 +897,897,2016-12-21,13.846667289733888,14.148667335510254,13.827333450317385,13.896666526794434,78114000,1,13.762287121042709 +898,898,2016-12-22,13.896666526794434,13.999333381652832,13.766667366027832,13.881333351135254,46666500,1,13.907406265828845 +899,899,2016-12-23,14.22266674041748,14.229999542236328,13.847332954406738,13.866666793823242,70057500,1,13.967361442781964 +900,900,2016-12-27,14.635333061218262,14.81666660308838,14.29466724395752,14.325332641601562,88735500,1,14.103224402543288 +901,901,2016-12-28,14.649333000183104,14.920000076293944,14.479999542236328,14.768667221069336,56737500,-1,14.46753657414489 +902,902,2016-12-29,14.312000274658203,14.613332748413086,14.274666786193848,14.570667266845703,60675000,1,14.672299984994783 +903,903,2016-12-30,14.246000289916992,14.5,14.112000465393066,14.420000076293944,69639000,1,14.508681338786229 +904,904,2017-01-03,14.465999603271484,14.68866729736328,14.064000129699709,14.324000358581545,88849500,-1,14.3416396377411 +905,905,2017-01-04,15.13266658782959,15.199999809265137,14.28733253479004,14.31666660308838,168202500,-1,14.35717644125489 +906,906,2017-01-05,15.116666793823242,15.165332794189451,14.796667098999023,15.094667434692385,88675500,-1,14.688851103417056 +907,907,2017-01-06,15.267333030700684,15.354000091552734,15.029999732971191,15.128666877746582,82918500,1,15.038753751107826 +908,908,2017-01-09,15.41866683959961,15.461333274841309,15.199999809265137,15.264666557312012,59692500,1,15.23535177519176 +909,909,2017-01-10,15.324666976928713,15.466667175292969,15.12600040435791,15.466667175292969,54900000,-1,15.377499056207437 +910,910,2017-01-11,15.315333366394045,15.33199977874756,15.112000465393066,15.271332740783691,54762000,-1,15.372844922935261 +911,911,2017-01-12,15.305999755859377,15.380000114440918,15.038666725158691,15.27066707611084,56853000,0,15.306884831760929 +912,912,2017-01-13,15.850000381469728,15.856666564941406,15.305999755859377,15.333333015441896,91395000,1,15.262234944434052 +913,913,2017-01-17,15.70533275604248,15.997332572937012,15.624667167663574,15.779999732971191,69262500,1,15.51634620205678 +914,914,2017-01-18,15.890666961669922,15.980667114257812,15.70533275604248,15.776666641235352,56535000,1,15.690432034846278 +915,915,2017-01-19,16.250667572021484,16.57866668701172,16.049999237060547,16.483333587646484,115984500,-1,15.840952664499637 +916,916,2017-01-20,16.315332412719727,16.399999618530273,16.200666427612305,16.36400032043457,63064500,-1,16.058630425636963 +917,917,2017-01-23,16.594667434692383,16.72599983215332,16.366666793823242,16.389999389648438,93943500,0,16.28052947587928 +918,918,2017-01-24,16.974000930786133,16.98666763305664,16.643333435058594,16.666667938232422,74482500,0,16.46751882381491 +919,919,2017-01-25,16.96466636657715,17.230667114257812,16.786666870117188,17.15399932861328,77139000,0,16.75676185861522 +920,920,2017-01-26,16.833999633789062,17.049333572387695,16.71666717529297,16.952667236328125,47281500,-1,16.892025698798644 +921,921,2017-01-27,16.863332748413086,16.866666793823242,16.56800079345703,16.7586669921875,47494500,0,16.873075795424047 +922,922,2017-01-30,16.708667755126953,17.019332885742188,16.47333335876465,16.8353328704834,57016500,-1,16.832657501209084 +923,923,2017-01-31,16.795333862304688,17.05933380126953,16.51333236694336,16.615999221801758,61741500,-1,16.771622755695383 +924,924,2017-02-01,16.615999221801758,16.8799991607666,16.60333251953125,16.8700008392334,59382000,-1,16.788672897628285 +925,925,2017-02-02,16.770000457763672,16.827999114990234,16.513999938964844,16.555999755859375,37497000,1,16.737839513527184 +926,926,2017-02-03,16.755332946777344,16.812000274658203,16.64533233642578,16.79400062561035,32800500,0,16.749457577252716 +927,927,2017-02-06,17.184667587280273,17.187999725341797,16.708667755126953,16.733333587646484,53437500,-1,16.793990797119744 +928,928,2017-02-07,17.165332794189453,17.333332061767578,17.094667434692383,17.21266746520996,63672000,1,17.000099283017935 +929,929,2017-02-08,17.472000122070312,17.55733299255371,17.079999923706055,17.156667709350586,58995000,0,17.152649938612907 +930,930,2017-02-09,17.946666717529297,18.07866668701172,17.74333381652832,17.75,117303000,-1,17.306874486961696 +931,931,2017-02-10,17.948667526245117,18.06333351135254,17.74066734313965,17.986000061035156,54295500,-1,17.693958301413545 +932,932,2017-02-13,18.706666946411133,18.71933364868164,18.03400039672852,18.04933357238769,105444000,1,17.85341710317696 +933,933,2017-02-14,18.73200035095215,19.159332275390625,18.573999404907227,18.60199928283692,110178000,1,18.281971647025294 +934,934,2017-02-15,18.65066719055176,18.81599998474121,18.429332733154297,18.666667938232425,74218500,1,18.603257077957878 +935,935,2017-02-16,17.93000030517578,18.666667938232425,17.899999618530273,18.50666618347168,106159500,-1,18.618349064018084 +936,936,2017-02-17,18.148666381835938,18.19266700744629,17.610000610351562,17.719999313354492,93856500,1,18.15825290787919 +937,937,2017-02-21,18.49266624450684,18.76000022888184,18.267332077026367,18.36333274841309,85150500,1,17.989023176002757 +938,938,2017-02-22,18.233999252319336,18.89666748046875,18.17333221435547,18.687332153320312,131325000,-1,18.282346779648538 +939,939,2017-02-23,17.06599998474121,17.643999099731445,17.03733253479004,17.600000381469727,223728000,-1,18.264074785842936 +940,940,2017-02-24,17.133333206176758,17.21666717529297,16.68000030517578,16.8439998626709,122574000,1,17.40843818474411 +941,941,2017-02-27,16.415332794189453,16.55733299255371,16.134000778198242,16.544666290283203,171912000,-1,17.227342728769518 +942,942,2017-02-28,16.666000366210938,16.733333587646484,16.260000228881836,16.279333114624023,91171500,1,16.62676462551765 +943,943,2017-03-01,16.667999267578125,16.989999771118164,16.607332229614258,16.94533348083496,72142500,-1,16.662441255515017 +944,944,2017-03-02,16.698667526245117,16.885332107543945,16.551332473754883,16.6473331451416,50277000,1,16.720873806785047 +945,945,2017-03-03,16.771333694458008,16.793333053588867,16.600000381469727,16.715999603271484,43791000,-1,16.709181020040226 +946,946,2017-03-06,16.747333526611328,16.780000686645508,16.500667572021484,16.527332305908203,50332500,-1,16.72869076939932 +947,947,2017-03-07,16.57266616821289,16.926000595092773,16.55466651916504,16.794666290283203,51892500,1,16.719108741021504 +948,948,2017-03-08,16.45800018310547,16.67133331298828,16.35466766357422,16.46666717529297,55878000,1,16.69550610049938 +949,949,2017-03-09,16.32666778564453,16.577333450317383,16.200000762939453,16.5086669921875,58189500,1,16.58795909807728 +950,950,2017-03-10,16.246000289916992,16.433332443237305,16.200000762939453,16.413999557495117,45994500,1,16.46555241259646 +951,951,2017-03-13,16.411333084106445,16.456666946411133,16.185333251953125,16.321332931518555,45339000,1,16.37902315625826 +952,952,2017-03-14,17.200000762939453,17.20800018310547,16.40133285522461,16.407333374023438,113976000,1,16.403468691862322 +953,953,2017-03-15,17.048667907714844,17.399999618530273,16.951332092285156,17.133333206176758,79962000,1,16.72534844698814 +954,954,2017-03-16,17.469999313354492,17.71666717529297,17.270666122436523,17.49333381652832,106983000,1,16.99267384231627 +955,955,2017-03-17,17.433332443237305,17.68866729736328,17.413333892822266,17.600000381469727,97462500,1,17.282941147000827 +956,956,2017-03-20,17.461332321166992,17.636667251586914,17.254667282104492,17.373332977294922,54214500,1,17.408260573408253 +957,957,2017-03-21,16.711999893188477,17.65333366394043,16.682666778564453,17.52199935913086,103629000,1,17.4097663241934 +958,958,2017-03-22,17.000667572021484,17.004667282104492,16.700666427612305,16.770666122436523,60889500,0,17.01437787471706 +959,959,2017-03-23,16.985332489013672,17.17799949645996,16.886667251586914,17.025999069213867,49803000,0,16.939522041481805 +960,960,2017-03-24,17.54400062561035,17.592666625976562,17.000667572021484,17.046667098999023,84709500,1,16.985646479242963 +961,961,2017-03-27,18.014667510986328,18.038000106811523,17.316667556762695,17.373332977294922,93462000,1,17.247114160448806 +962,962,2017-03-28,18.49666786193848,18.71199989318848,18.33333206176757,18.468000411987305,119814000,1,17.606830411106017 +963,963,2017-03-29,18.492000579833984,18.63999938964844,18.36933326721192,18.55599975585937,55143000,1,18.185091036926266 +964,964,2017-03-30,18.527999877929688,18.799999237060547,18.48066711425781,18.535999298095703,62226000,-1,18.397548915627695 +965,965,2017-03-31,18.553333282470703,18.64533233642578,18.42133331298828,18.582000732421875,49419000,-1,18.512642518090612 +966,966,2017-04-03,19.90133285522461,19.933332443237305,18.972000122070312,19.12666702270508,208329000,1,18.512279525681713 +967,967,2017-04-04,20.24666786193848,20.320667266845703,19.635332107543945,19.792667388916016,152019000,-1,19.343710603214063 +968,968,2017-04-05,19.666667938232425,20.32533264160156,19.61333274841309,20.13599967956543,118213500,-1,20.095196912462235 +969,969,2017-04-06,19.913333892822266,20.12933349609375,19.606666564941406,19.79199981689453,82809000,-1,19.995544205819787 +970,970,2017-04-07,20.16933250427246,20.179332733154297,19.809999465942383,19.83333206176757,68694000,1,19.9463802225932 +971,971,2017-04-10,20.826000213623047,20.915332794189453,20.58066749572754,20.61000061035156,114967500,1,20.02477201465843 +972,972,2017-04-11,20.58066749572754,20.89800071716309,20.36666679382324,20.89200019836425,85869000,-1,20.592286729751656 +973,973,2017-04-12,19.78933334350586,20.56333351135254,19.75466728210449,20.422666549682617,90760500,1,20.631322374954923 +974,974,2017-04-13,20.26666641235352,20.49266624450684,19.68666648864746,19.780000686645508,139269000,1,20.11294881948532 +975,975,2017-04-17,20.09600067138672,20.26666641235352,19.91200065612793,20.18000030517578,62080500,-1,20.07731874720997 +976,976,2017-04-18,20.01666641235352,20.05599975585937,19.86000061035156,19.979999542236328,45535500,1,20.155270577907356 +977,977,2017-04-19,20.36800003051757,20.44133377075196,20.14066696166992,20.16399955749512,58470000,-1,20.080709266272095 +978,978,2017-04-20,20.16733360290528,20.61000061035156,20.01533317565918,20.43400001525879,92241000,-1,20.317085066862177 +979,979,2017-04-21,20.37333297729492,20.426666259765625,20.027999877929688,20.13333320617676,67647000,-1,20.298235684462348 +980,980,2017-04-24,20.53533363342285,20.703332901000977,20.40133285522461,20.61466789245605,76252500,1,20.343245286340256 +981,981,2017-04-25,20.91933250427246,20.93199920654297,20.39066696166992,20.53333282470703,101065500,-1,20.5476447335641 +982,982,2017-04-26,20.67799949645996,20.96666717529297,20.600000381469727,20.82466697692871,70425000,-1,20.7480243130142 +983,983,2017-04-27,20.57533264160156,20.87266731262207,20.5,20.779333114624023,52029000,-1,20.79306936431799 +984,984,2017-04-28,20.9379997253418,20.98666763305664,20.53333282470703,20.655332565307617,67582500,-1,20.73295345092695 +985,985,2017-05-01,21.52199935913086,21.81666755676269,20.98733329772949,20.992000579833984,132444000,-1,20.860479604095772 +986,986,2017-05-02,21.25933265686035,21.8439998626709,21.10400009155273,21.600000381469727,80742000,-1,21.35779911424059 +987,987,2017-05-03,20.73466682434082,21.435333251953125,20.696666717529297,21.17799949645996,107001000,-1,21.453299867577222 +988,988,2017-05-04,19.69733238220215,20.51799964904785,19.38400077819824,20.496000289916992,212280000,-1,21.03062228009091 +989,989,2017-05-05,20.55666732788086,20.56999969482422,19.786666870117188,19.86666679382324,122659500,-1,19.94815220827892 +990,990,2017-05-08,20.47933387756348,20.91933250427246,20.38800048828125,20.726667404174805,105097500,1,20.444018291962415 +991,991,2017-05-09,21.41733360290528,21.465999603271484,20.606666564941406,20.625333786010746,145147500,-1,20.666249286015443 +992,992,2017-05-10,21.68133354187012,21.700000762939453,21.20800018310547,21.437332153320312,86124000,1,21.156026809400892 +993,993,2017-05-11,21.540000915527344,21.733333587646484,21.30666732788086,21.559999465942383,71307000,1,21.571940355063024 +994,994,2017-05-12,21.65399932861328,21.799999237060547,21.435333251953125,21.69866752624512,61824000,1,21.560366845924136 +995,995,2017-05-15,21.058666229248047,21.34666633605957,20.8353328704834,21.22533226013184,114330000,-1,21.613443863038242 +996,996,2017-05-16,21.13400077819824,21.33733367919922,21.00933265686035,21.172666549682617,62287500,-1,21.18670076057225 +997,997,2017-05-17,20.40733337402344,20.97533226013184,20.36666679382324,20.959333419799805,100678500,0,21.199147879535367 +998,998,2017-05-18,20.87066650390625,20.929332733154297,20.35400009155273,20.46666717529297,84807000,1,20.695432904473872 +999,999,2017-05-19,20.722000122070312,21.100000381469727,20.68000030517578,21.03333282470703,70314000,1,20.74009189696151 +1000,1000,2017-05-22,20.690000534057617,20.95800018310547,20.453332901000977,20.85333251953125,64938000,1,20.823585978311442 +1001,1001,2017-05-23,20.257333755493164,20.71533393859864,20.23200035095215,20.69733238220215,64776000,1,20.7553249523124 +1002,1002,2017-05-24,20.68133354187012,20.733333587646484,20.36000061035156,20.43400001525879,75499500,1,20.51079966863715 +1003,1003,2017-05-25,21.121999740600582,21.131332397460938,20.520666122436523,20.73466682434082,75210000,1,20.62545962264368 +1004,1004,2017-05-26,21.676000595092773,21.69933319091797,21.08733367919922,21.152000427246094,117033000,1,20.90646236555553 +1005,1005,2017-05-30,22.34000015258789,22.41866683959961,21.71733283996582,21.733333587646484,116743500,-1,21.43222445547519 +1006,1006,2017-05-31,22.733999252319336,22.85933303833008,22.3439998626709,22.512666702270508,149451000,-1,22.11091051258091 +1007,1007,2017-06-01,22.69133377075196,22.992000579833984,22.48600006103516,22.933332443237305,114120000,-1,22.650863541852132 +1008,1008,2017-06-02,22.656667709350582,22.858667373657227,22.39533233642578,22.65133285522461,83853000,-1,22.853451183487206 +1009,1009,2017-06-05,23.15466690063477,23.22933387756348,22.28066635131836,22.56666755676269,101766000,1,22.726852542694303 +1010,1010,2017-06-06,23.523332595825195,23.965999603271484,22.6646671295166,22.979999542236328,166302000,1,22.842837236890105 +1011,1011,2017-06-07,23.976667404174805,24.03333282470703,23.676000595092773,23.756000518798828,140970000,1,23.200154338388558 +1012,1012,2017-06-08,24.666667938232425,24.793333053588867,24.014667510986328,24.25,135922500,-1,23.86755048176248 +1013,1013,2017-06-09,23.821332931518555,25.12466621398925,23.65333366394043,24.961332321166992,258921000,1,24.36389488989115 +1014,1014,2017-06-12,23.93400001525879,24.299999237060547,23.37466621398925,23.86599922180176,157765500,-1,23.65972020996488 +1015,1015,2017-06-13,25.06333351135254,25.06666755676269,24.44066619873047,24.507999420166016,177118500,1,24.187101318869523 +1016,1016,2017-06-14,25.37733268737793,25.61666679382324,25.08733367919922,25.4060001373291,192276000,-1,24.801383538877733 +1017,1017,2017-06-15,25.022666931152344,25.03066635131836,24.432666778564453,24.83333206176757,156397500,-1,25.14017904376366 +1018,1018,2017-06-16,24.76000022888184,25.200666427612305,24.67333221435547,25.19866752624512,100965000,-1,25.04947513191882 +1019,1019,2017-06-19,24.65333366394043,25.11333274841309,24.520000457763672,25.0,98239500,-1,24.92019059010434 +1020,1020,2017-06-20,24.81599998474121,25.2586669921875,24.648666381835938,25.1113338470459,111580500,-1,24.670714041410836 +1021,1021,2017-06-21,25.09333229064941,25.132667541503903,24.534666061401367,24.956666946411133,73848000,-1,24.649852297081267 +1022,1022,2017-06-22,25.507333755493164,25.666667938232425,24.90466690063477,25.19933319091797,112947000,1,24.613600645831475 +1023,1023,2017-06-23,25.56333351135254,25.79933357238769,25.290000915527344,25.49666786193848,96687000,1,24.83335600737538 +1024,1024,2017-06-26,25.166000366210938,25.796667098999023,24.87333297729492,25.779333114624023,99061500,1,24.982162013855792 +1025,1025,2017-06-27,24.15800094604492,25.09333229064941,24.134666442871094,25.09333229064941,104946000,1,24.787244559643568 +1026,1026,2017-06-28,24.74933242797852,24.78266716003418,24.167999267578125,24.44533348083496,94537500,1,24.221522225796164 +1027,1027,2017-06-29,24.049999237060547,24.733333587646484,23.606666564941406,24.707332611083984,123315000,1,24.269559597131583 +1028,1028,2017-06-30,24.10733222961425,24.45133209228516,23.974666595458984,24.247333526611328,87727500,1,23.930530028913097 +1029,1029,2017-07-03,23.507999420166016,24.75666618347168,23.433332443237305,24.682666778564453,94581000,-1,23.956870409172048 +1030,1030,2017-07-05,21.80599975585937,23.14933204650879,21.755332946777344,23.14666748046875,255700500,-1,23.60226348912386 +1031,1031,2017-07-06,20.588666915893555,21.38599967956543,20.420000076293945,21.15066719055176,289867500,-1,21.920666555282743 +1032,1032,2017-07-07,20.881332397460938,21.13333320617676,20.492000579833984,20.89999961853028,212653500,1,21.177729627780245 +1033,1033,2017-07-10,21.06999969482422,21.19599914550781,20.20866775512696,20.86000061035156,207313500,1,21.419581150648263 +1034,1034,2017-07-11,21.814666748046875,21.818666458129883,20.953332901000977,21.06666755676269,173391000,1,21.418514754220244 +1035,1035,2017-07-12,21.968000411987305,22.206666946411133,21.63333320617676,22.02666664123535,155191500,1,21.979690820599924 +1036,1036,2017-07-13,21.560667037963867,22.106666564941406,21.33133316040039,22.007333755493164,128917500,0,22.344206583596083 +1037,1037,2017-07-14,21.85199928283692,21.89466667175293,21.4146671295166,21.54599952697754,84378000,-1,22.07158398784195 +1038,1038,2017-07-17,21.30466651916504,21.80666732788086,20.89666748046875,21.702667236328125,148153500,-1,21.9527444008409 +1039,1039,2017-07-18,21.882667541503903,21.941999435424805,21.04400062561035,21.166667938232425,95605500,-1,21.43019703967966 +1040,1040,2017-07-19,21.68400001525879,22.11000061035156,21.54800033569336,21.881999969482425,95355000,-1,21.691508354924746 +1041,1041,2017-07-20,21.994667053222656,22.014667510986328,21.61333274841309,21.793333053588867,77493000,-1,21.770821832063014 +1042,1042,2017-07-21,21.8933334350586,22.083999633789062,21.71999931335449,21.964000701904297,73524000,1,21.851478502516354 +1043,1043,2017-07-24,22.834667205810547,22.8933334350586,22.000667572021484,22.016000747680664,129556500,1,21.857672925483485 +1044,1044,2017-07-25,22.63999938964844,23.040000915527344,22.27666664123535,23.0,104838000,1,22.436488237697134 +1045,1045,2017-07-26,22.92333221435547,23.03333282470703,22.541332244873047,22.69066619873047,72312000,-1,22.6239394600875 +1046,1046,2017-07-27,22.297332763671875,23.166667938232425,21.752666473388672,23.06666755676269,124536000,-1,22.75628430713393 +1047,1047,2017-07-28,22.33799934387207,22.63999938964844,22.16733360290528,22.459333419799805,73206000,1,22.331899319902213 +1048,1048,2017-07-31,21.564666748046875,22.766000747680664,21.402666091918945,22.36666679382324,128026500,-1,22.352982016132856 +1049,1049,2017-08-01,21.30466651916504,21.6299991607666,21.07533264160156,21.53333282470703,124546500,-1,21.82543045861882 +1050,1050,2017-08-02,21.72599983215332,21.808000564575195,20.74799919128418,21.262666702270508,196372500,1,21.47005142093832 +1051,1051,2017-08-03,23.139333724975582,23.33333206176757,22.87666702270508,23.02199935913086,203025000,1,21.466870684780066 +1052,1052,2017-08-04,23.79400062561035,23.81800079345703,22.88666725158692,23.13333320617676,139033500,1,22.93144866139053 +1053,1053,2017-08-07,23.67799949645996,23.96533393859864,23.51666641235352,23.82333374023437,94867500,1,23.75444690323491 +1054,1054,2017-08-08,24.347999572753903,24.57200050354004,23.82666778564453,23.8353328704834,111747000,1,23.857937860044515 +1055,1055,2017-08-09,24.235332489013672,24.666667938232425,23.93000030517578,24.06666755676269,103381500,1,24.114547513078264 +1056,1056,2017-08-10,23.69333267211914,24.44333267211914,23.643999099731445,24.106666564941406,106393500,1,24.11761461683026 +1057,1057,2017-08-11,23.857999801635746,24.083999633789062,23.57466697692871,23.79800033569336,65487000,1,23.816325090140197 +1058,1058,2017-08-14,24.253332138061523,24.51066780090332,24.17333221435547,24.308666229248047,67788000,1,23.683451415356913 +1059,1059,2017-08-15,24.155332565307617,24.36599922180176,23.95800018310547,24.34666633605957,46276500,1,23.91334434148704 +1060,1060,2017-08-16,24.194000244140625,24.433332443237305,24.167999267578125,24.200000762939453,51207000,1,23.790217316388087 +1061,1061,2017-08-17,23.461332321166992,24.21999931335449,23.439332962036133,24.08066749572754,75415500,1,23.85160698106815 +1062,1062,2017-08-18,23.16399955749512,23.600000381469727,23.053333282470703,23.527332305908203,81123000,-1,23.5037388511983 +1063,1063,2017-08-21,22.52400016784668,23.05466651916504,22.12333297729492,23.05466651916504,97431000,-1,23.175004670352514 +1064,1064,2017-08-22,22.75666618347168,22.81599998474121,22.4913330078125,22.742000579833984,64830000,-1,22.59537693499493 +1065,1065,2017-08-23,23.51799964904785,23.56599998474121,22.553333282470703,22.59933280944824,74317500,0,22.615788520176608 +1066,1066,2017-08-24,23.52866744995117,23.777332305908203,23.31599998474121,23.501333236694336,68770500,1,22.967112726266045 +1067,1067,2017-08-25,23.203332901000977,23.71266746520996,23.15333366394043,23.61599922180176,52260000,-1,23.248163544426696 +1068,1068,2017-08-28,23.04400062561035,23.156667709350582,22.64800071716309,23.152000427246094,56460000,1,23.14407723150564 +1069,1069,2017-08-29,23.15733337402344,23.270000457763672,22.58333206176757,22.631999969482425,61105500,1,22.90075917074481 +1070,1070,2017-08-30,23.545333862304688,23.564666748046875,23.13333320617676,23.31133270263672,51193500,1,22.881123102455458 +1071,1071,2017-08-31,23.726667404174805,23.895999908447266,23.521333694458008,23.56999969482422,61092000,1,23.14042545503082 +1072,1072,2017-09-01,23.69333267211914,23.839332580566406,23.57933235168457,23.7413330078125,45742500,-1,23.40676718949169 +1073,1073,2017-09-05,23.30599975585937,23.69933319091797,23.05933380126953,23.58666610717773,57526500,1,23.42205900348001 +1074,1074,2017-09-06,22.96866607666016,23.398666381835938,22.770666122436523,23.299999237060547,61371000,1,23.218481205962995 +1075,1075,2017-09-07,23.374000549316406,23.498666763305664,22.89666748046875,23.065332412719727,63588000,-1,22.97915436207006 +1076,1076,2017-09-08,22.8933334350586,23.318666458129883,22.81999969482422,23.266000747680664,48952500,-1,23.083555834955497 +1077,1077,2017-09-11,24.246000289916992,24.247333526611328,23.33333206176757,23.42333221435547,115006500,-1,22.912065109559542 +1078,1078,2017-09-12,24.183332443237305,24.583999633789062,24.02666664123535,24.29933357238769,89593500,-1,23.6067631381685 +1079,1079,2017-09-13,24.415332794189453,24.538000106811523,23.9726676940918,24.25466728210449,62778000,-1,23.92762269038188 +1080,1080,2017-09-14,25.176000595092773,25.19733238220215,24.17533302307129,24.288667678833008,108037500,-1,23.972720673020213 +1081,1081,2017-09-15,25.320667266845703,25.33333206176757,24.84666633605957,24.96733283996582,81307500,1,24.36446693679106 +1082,1082,2017-09-18,25.666667938232425,25.974000930786133,25.178667068481445,25.350000381469727,107820000,1,24.632051829200805 +1083,1083,2017-09-19,25.00666618347168,25.49266624450684,24.90466690063477,25.33333206176757,96778500,-1,24.917117659049467 +1084,1084,2017-09-20,24.92733383178711,25.21666717529297,24.738000869750977,24.86666679382324,73786500,-1,24.71426924561027 +1085,1085,2017-09-21,24.43199920654297,25.121999740600582,24.30066680908203,24.99333381652832,69273000,1,24.557825587481453 +1086,1086,2017-09-22,23.4060001373291,24.65999984741211,23.39200019836425,24.432666778564453,122391000,-1,24.236642134349363 +1087,1087,2017-09-25,22.99933242797852,23.83133316040039,22.858667373657227,23.543333053588867,114088500,-1,23.599842244774994 +1088,1088,2017-09-26,23.01666641235352,23.416000366210938,22.726667404174805,23.39533233642578,107344500,1,23.18499995162662 +1089,1089,2017-09-27,22.731332778930664,23.432666778564453,22.700000762939453,23.32666778564453,90904500,-1,23.030086446113778 +1090,1090,2017-09-28,22.63999938964844,22.850000381469727,22.36000061035156,22.658666610717773,79794000,-1,22.864147197933274 +1091,1091,2017-09-29,22.739999771118164,22.978666305541992,22.57333374023437,22.790666580200195,76606500,1,22.605349878274644 +1092,1092,2017-10-02,22.768667221069336,22.913333892822266,22.367332458496094,22.834667205810547,79302000,1,22.63566787836142 +1093,1093,2017-10-03,23.209333419799805,23.23666763305664,22.0853328704834,22.3933334350586,152304000,-1,22.58366017132678 +1094,1094,2017-10-04,23.66733360290528,23.90800094604492,23.30666732788086,23.416667938232425,122452500,1,22.756568388149596 +1095,1095,2017-10-05,23.68866729736328,23.82933235168457,23.42333221435547,23.733333587646484,62575500,1,23.48453691697391 +1096,1096,2017-10-06,23.79199981689453,24.00666618347168,23.483333587646484,23.540000915527344,64462500,1,23.541265224954262 +1097,1097,2017-10-09,22.862667083740234,23.450000762939453,22.844667434692383,23.309999465942383,112405500,-1,23.54197129982054 +1098,1098,2017-10-10,23.70599937438965,23.70866775512696,23.03533363342285,23.1200008392334,104677500,-1,23.041224364361987 +1099,1099,2017-10-11,23.63999938964844,23.84000015258789,23.40999984741211,23.59266662597656,67512000,-1,23.33792440442126 +1100,1100,2017-10-12,23.71199989318848,23.985332489013672,23.50933265686035,23.530000686645508,61305000,-1,23.438309408792964 +1101,1101,2017-10-13,23.704666137695312,23.89933204650879,23.57866668701172,23.798667907714844,53107500,-1,23.470489717760188 +1102,1102,2017-10-16,23.37333297729492,23.631999969482425,23.143999099731445,23.583999633789062,80632500,0,23.452509574707427 +1103,1103,2017-10-17,23.71666717529297,23.74799919128418,23.33799934387207,23.393999099731445,49399500,-1,23.255557420571066 +1104,1104,2017-10-18,23.976667404174805,24.200000762939453,23.608667373657227,23.731332778930664,74086500,-1,23.332349617994268 +1105,1105,2017-10-19,23.45400047302246,23.809999465942383,23.21333312988281,23.70400047302246,75927000,1,23.591772401495927 +1106,1106,2017-10-20,23.00666618347168,23.63666725158692,22.95599937438965,23.512666702270508,73956000,-1,23.344997293298356 +1107,1107,2017-10-23,22.468000411987305,23.32999992370605,22.416667938232425,23.32533264160156,86209500,1,23.065631051280146 +1108,1108,2017-10-24,22.48933219909668,22.85333251953125,22.4106674194336,22.58666610717773,67375500,-1,22.642024008983622 +1109,1109,2017-10-25,21.7226676940918,22.5,21.570667266845703,22.446666717529297,128911500,-1,22.520130429662068 +1110,1110,2017-10-26,21.744667053222656,22.01533317565918,21.546667098999023,21.85199928283692,75352500,-1,21.92656621384559 +1111,1111,2017-10-27,21.391332626342773,21.639333724975582,21.11066627502441,21.31666755676269,104695500,-1,21.82313741493343 +1112,1112,2017-10-30,21.338666915893555,21.5853328704834,21.14999961853028,21.27866744995117,63816000,1,21.482599546484785 +1113,1113,2017-10-31,22.10199928283692,22.1299991607666,21.345333099365234,21.34866714477539,85084500,-1,21.40516877378706 +1114,1114,2017-11-01,21.405332565307617,22.17399978637696,21.35066795349121,22.14999961853028,126859500,-1,21.75833683563114 +1115,1115,2017-11-02,19.950666427612305,20.57933235168457,19.5086669921875,20.0086669921875,296871000,-1,21.582748059481062 +1116,1116,2017-11-03,20.4060001373291,20.416667938232425,19.67533302307129,19.96666717529297,133410000,-1,20.249443191794704 +1117,1117,2017-11-06,20.185333251953125,20.5,19.93400001525879,20.46666717529297,97290000,1,20.59852679992472 +1118,1118,2017-11-07,20.40333366394043,20.433332443237305,20.00200080871582,20.06800079345703,79414500,1,20.519895117224042 +1119,1119,2017-11-08,20.292667388916016,20.459333419799805,20.08666610717773,20.36666679382324,70879500,1,20.43315717060126 +1120,1120,2017-11-09,20.19933319091797,20.297332763671875,19.753332138061523,20.166667938232425,81706500,0,20.347197168913674 +1121,1121,2017-11-10,20.19933319091797,20.55733299255371,20.12333297729492,20.166667938232425,69381000,-1,20.173216728359954 +1122,1122,2017-11-13,21.02666664123535,21.1200008392334,19.94066619873047,20.0086669921875,113773500,-1,20.267131969703197 +1123,1123,2017-11-14,20.57999992370605,21.09000015258789,20.459999084472656,21.0,85141500,-1,20.625645125118865 +1124,1124,2017-11-15,20.753332138061523,20.832666397094727,20.100000381469727,20.40066719055176,89680500,-1,20.72363607922184 +1125,1125,2017-11-16,20.83333206176757,21.209333419799805,20.753332138061523,20.932666778564453,87331500,1,20.632143539053185 +1126,1126,2017-11-17,21.003332138061523,21.777999877929688,20.87666702270508,21.711332321166992,206026500,1,20.866380233875766 +1127,1127,2017-11-20,20.582666397094727,21.03333282470703,20.31666755676269,20.91933250427246,123715500,-1,20.992902148514013 +1128,1128,2017-11-21,21.187332153320312,21.21533393859864,20.58066749572754,20.724000930786133,108919500,-1,20.950428880216958 +1129,1129,2017-11-22,20.84000015258789,21.161333084106445,20.78933334350586,21.11800003051757,73764000,1,21.165019308970138 +1130,1130,2017-11-24,21.036666870117188,21.0939998626709,20.733333587646484,20.91933250427246,48661500,1,21.05020396022 +1131,1131,2017-11-27,21.12066650390625,21.1560001373291,20.63400077819824,20.88333320617676,68338500,1,21.019713083480955 +1132,1132,2017-11-28,21.170000076293945,21.33333206176757,20.92799949645996,21.09066772460937,74242500,-1,21.028866805096698 +1133,1133,2017-11-29,20.502666473388672,21.200000762939453,20.082000732421875,21.15333366394043,131511000,-1,21.141604234759637 +1134,1134,2017-11-30,20.59000015258789,20.71333312988281,20.30266761779785,20.570667266845703,65274000,-1,20.597841606227117 +1135,1135,2017-12-01,20.435333251953125,20.6879997253418,20.33666610717773,20.362667083740234,64393500,1,20.624221320780546 +1136,1136,2017-12-04,20.34666633605957,20.551332473754883,20.040666580200195,20.433332443237305,87526500,-1,20.567545944134736 +1137,1137,2017-12-05,20.24666786193848,20.53333282470703,20.06666755676269,20.13333320617676,69697500,1,20.41276452415396 +1138,1138,2017-12-06,20.88400077819824,20.892667770385746,20.0,20.00666618347168,107929500,1,20.346472640921593 +1139,1139,2017-12-07,20.74933242797852,21.242000579833984,20.73666763305664,20.799999237060547,71709000,1,20.578060340974208 +1140,1140,2017-12-08,21.0086669921875,21.131999969482425,20.750667572021484,20.97333335876465,52027500,1,20.855493375260203 +1141,1141,2017-12-11,21.92733383178711,21.93400001525879,20.916667938232425,20.97533226013184,119070000,0,20.991440466706933 +1142,1142,2017-12-12,22.735332489013672,22.762666702270508,22.00200080871582,22.030000686645508,130998000,1,21.54023739932383 +1143,1143,2017-12-13,22.60199928283692,22.94799995422364,22.433332443237305,22.728666305541992,93322500,1,22.41721686144669 +1144,1144,2017-12-14,22.525999069213867,23.16266632080078,22.459999084472656,22.733999252319336,86998500,1,22.674689926524625 +1145,1145,2017-12-15,22.89666748046875,22.926666259765625,22.38400077819824,22.80266761779785,103998000,-1,22.65316969696901 +1146,1146,2017-12-18,22.591333389282227,23.115333557128903,22.505332946777344,22.99333381652832,82143000,1,22.712724732457335 +1147,1147,2017-12-19,22.07333374023437,22.766000747680664,22.020000457763672,22.68400001525879,102375000,1,22.650422123658565 +1148,1148,2017-12-20,21.93199920654297,22.206666946411133,21.66933250427246,22.179332733154297,89307000,1,22.274520296432996 +1149,1149,2017-12-21,22.11066627502441,22.24933242797852,21.81399917602539,21.9726676940918,65778000,0,21.982205301794956 +1150,1150,2017-12-22,21.68000030517578,22.06133270263672,21.65466690063477,21.96733283996582,63237000,1,22.010450238880267 +1151,1151,2017-12-26,21.152666091918945,21.59600067138672,21.10533332824707,21.588666915893555,65676000,1,21.82233033348381 +1152,1152,2017-12-27,20.775999069213867,21.178667068481445,20.71666717529297,21.06666755676269,70681500,1,21.40613222119744 +1153,1153,2017-12-28,21.02400016784668,21.05466651916504,20.63599967956543,20.78333282470703,64744500,1,21.022861283864767 +1154,1154,2017-12-29,20.75666618347168,21.0939998626709,20.666667938232425,21.07866668701172,56658000,1,20.97806972023649 +1155,1155,2018-01-02,21.368667602539062,21.474000930786133,20.733333587646484,20.799999237060547,65283000,-1,20.921694935297847 +1156,1156,2018-01-03,21.14999961853028,21.683332443237305,21.036666870117188,21.39999961853028,67822500,-1,21.168016485087506 +1157,1157,2018-01-04,20.974666595458984,21.23666763305664,20.3786678314209,20.857999801635746,149194500,-1,21.272450979355963 +1158,1158,2018-01-05,21.10533332824707,21.14933204650879,20.799999237060547,21.107999801635746,68868000,-1,20.939385655640635 +1159,1159,2018-01-08,22.42733383178711,22.468000411987305,21.03333282470703,21.06666755676269,147891000,1,21.127205940547075 +1160,1160,2018-01-09,22.246000289916992,22.58666610717773,21.82666778564453,22.3439998626709,107199000,1,21.886137357644145 +1161,1161,2018-01-10,22.31999969482422,22.46666717529297,22.0,22.14666748046875,64648500,1,22.28310197114883 +1162,1162,2018-01-11,22.530000686645508,22.98733329772949,22.21733283996582,22.34933280944824,99682500,1,22.30250154806275 +1163,1163,2018-01-12,22.4146671295166,22.694000244140625,22.244667053222656,22.57533264160156,72376500,1,22.47841956682585 +1164,1164,2018-01-16,22.67066764831543,23.0,22.31999969482422,22.502666473388672,97114500,1,22.413790892958676 +1165,1165,2018-01-17,23.143999099731445,23.26666641235352,22.64999961853028,22.69799995422364,106552500,1,22.550467368483226 +1166,1166,2018-01-18,22.971332550048828,23.48666763305664,22.916000366210938,23.044666290283203,85287000,1,22.891365072885044 +1167,1167,2018-01-19,23.334667205810547,23.37266731262207,22.84000015258789,23.0,73324500,1,22.985874699122594 +1168,1168,2018-01-22,23.437332153320312,23.85533332824707,23.280000686645508,23.293333053588867,93156000,0,23.044689667144475 +1169,1169,2018-01-23,23.519332885742188,24.03333282470703,23.39999961853028,24.0,81981000,1,23.268910685132855 +1170,1170,2018-01-24,23.05933380126953,23.64999961853028,22.90133285522461,23.6386661529541,79312500,1,23.378933562868365 +1171,1171,2018-01-25,22.50933265686035,23.280000686645508,22.426666259765625,23.218000411987305,101104500,-1,23.073202660162515 +1172,1172,2018-01-26,22.856666564941406,22.933332443237305,22.38066673278809,22.76666641235352,68091000,-1,22.667844788068628 +1173,1173,2018-01-29,23.302000045776367,23.38999938964844,22.552000045776367,22.656667709350582,71206500,1,22.641677770070515 +1174,1174,2018-01-30,23.05466651916504,23.218000411987305,22.81133270263672,23.00933265686035,70765500,-1,22.87312027315957 +1175,1175,2018-01-31,23.62066650390625,23.746000289916992,23.012666702270508,23.16733360290528,93211500,-1,22.883719165890884 +1176,1176,2018-02-01,23.28333282470703,23.977333068847656,23.242000579833984,23.39999961853028,62965500,1,23.203291369775172 +1177,1177,2018-02-02,22.916667938232425,23.46333312988281,22.700666427612305,23.22933387756348,55572000,1,23.231006993515066 +1178,1178,2018-02-05,22.20866775512696,22.96466636657715,22.200000762939453,22.531333923339844,66961500,1,22.92755602306311 +1179,1179,2018-02-06,22.264667510986328,22.4146671295166,21.56666755676269,21.680667877197266,76326000,1,22.468967681545806 +1180,1180,2018-02-07,23.0,23.06666755676269,22.37733268737793,22.59933280944824,104538000,1,22.13527689398745 +1181,1181,2018-02-08,21.01533317565918,23.2413330078125,20.97333335876465,22.88733291625977,154719000,1,22.62728918802943 +1182,1182,2018-02-09,20.69466781616211,21.398666381835938,19.65066719055176,21.32866668701172,194005500,-1,21.46259150202792 +1183,1183,2018-02-12,21.048667907714844,21.2053337097168,20.416667938232425,21.07533264160156,93417000,-1,20.682557964357255 +1184,1184,2018-02-13,21.577333450317383,21.612667083740234,20.833999633789062,21.001333236694336,68403000,0,21.077020236881253 +1185,1185,2018-02-14,21.48733329772949,21.744667053222656,21.23466682434082,21.389333724975582,59260500,-1,21.379935581076328 +1186,1186,2018-02-15,22.271333694458008,22.274667739868164,21.49333381652832,21.63333320617676,88693500,0,21.485499600887394 +1187,1187,2018-02-16,22.36599922180176,22.87466621398925,22.10933303833008,22.166667938232425,84639000,-1,21.904110702176876 +1188,1188,2018-02-20,22.31800079345703,22.7226676940918,22.100000381469727,22.29800033569336,60141000,1,22.26812968760206 +1189,1189,2018-02-21,22.21999931335449,22.645999908447266,22.211332321166992,22.402000427246094,48294000,-1,22.293911132392587 +1190,1190,2018-02-22,23.077999114990234,23.16266632080078,22.31666755676269,22.368667602539062,104547000,1,22.293250704732248 +1191,1191,2018-02-23,23.46999931335449,23.666000366210938,23.13999938964844,23.18866729736328,87261000,1,22.718636531234527 +1192,1192,2018-02-26,23.827999114990234,23.933332443237305,23.49066734313965,23.56666755676269,65100000,0,23.18989294361602 +1193,1193,2018-02-27,23.39933204650879,23.99933242797852,23.333999633789062,23.75,71961000,0,23.46753236154587 +1194,1194,2018-02-28,22.87066650390625,23.682666778564453,22.814666748046875,23.50466728210449,91045500,1,23.357395365795522 +1195,1195,2018-03-01,22.062000274658203,23.244667053222656,22.00466728210449,23.000667572021484,103284000,1,22.999418322245305 +1196,1196,2018-03-02,22.341333389282227,22.347999572753903,21.531333923339844,21.798667907714844,76392000,1,22.374952404836364 +1197,1197,2018-03-05,22.22333335876465,22.51666641235352,21.952667236328125,22.159332275390625,57357000,-1,22.123251768874947 +1198,1198,2018-03-06,21.8799991607666,22.42466735839844,21.802000045776367,22.25,64285500,1,22.157360429488648 +1199,1199,2018-03-07,22.15333366394043,22.166667938232425,21.44933319091797,21.69599914550781,75109500,1,22.01203720769938 +1200,1200,2018-03-08,21.940000534057617,22.21999931335449,21.751333236694336,22.19066619873047,53493000,-1,21.930479733341677 +1201,1201,2018-03-09,21.81133270263672,21.89933204650879,21.4913330078125,21.606666564941406,82602000,-1,21.953290224877826 +1202,1202,2018-03-12,23.03400039672852,23.1473331451416,21.76666641235352,21.90733337402344,123960000,1,21.802880738886792 +1203,1203,2018-03-13,22.78933334350586,23.1473331451416,21.76666641235352,21.90733337402344,89487000,1,22.474181660802476 +1204,1204,2018-03-14,21.775333404541016,22.65399932861328,21.595333099365234,22.450666427612305,119511000,-1,22.553376163840166 +1205,1205,2018-03-15,21.706666946411133,22.190000534057617,21.406667709350582,21.95866775512696,98472000,1,22.028928130721155 +1206,1206,2018-03-16,21.42333221435547,21.82666778564453,21.271333694458008,21.52866744995117,91759500,-1,21.811648887294954 +1207,1207,2018-03-19,20.90399932861328,21.38333320617676,20.64466667175293,21.100000381469727,112264500,-1,21.563544182822376 +1208,1208,2018-03-20,20.703332901000977,21.08333206176757,20.583999633789062,20.9913330078125,71464500,-1,21.054352028657224 +1209,1209,2018-03-21,21.10199928283692,21.496000289916992,20.679332733154297,20.683332443237305,89376000,-1,20.85912281374063 +1210,1210,2018-03-22,20.606666564941406,21.25466728210449,20.545333862304688,20.926000595092773,74097000,1,21.01206134918391 +1211,1211,2018-03-23,20.1026668548584,20.75,20.030000686645508,20.75,99823500,-1,20.830303401712534 +1212,1212,2018-03-26,20.27866744995117,20.506000518798828,19.42399978637696,20.48933219909668,125628000,-1,20.36137791048518 +1213,1213,2018-03-27,18.61199951171875,20.284666061401367,18.478666305541992,20.26666641235352,208080000,-1,20.06101880982248 +1214,1214,2018-03-28,17.185333251953125,17.91200065612793,16.80666732788086,17.6386661529541,315021000,-1,19.058412652467137 +1215,1215,2018-03-29,17.742000579833984,18.06399917602539,16.547332763671875,17.099332809448242,227560500,-1,18.054123618599355 +1216,1216,2018-04-02,16.832000732421875,17.35533332824707,16.305999755859375,17.083999633789062,241710000,-1,18.05017853454597 +1217,1217,2018-04-03,17.8353328704834,18.22333335876465,16.965999603271484,17.988000869750977,282666000,-1,17.655782668994437 +1218,1218,2018-04-04,19.12933349609375,19.224666595458984,16.799999237060547,16.851999282836914,298450500,-1,18.231800511616687 +1219,1219,2018-04-05,20.381332397460938,20.41733360290528,19.21333312988281,19.28933334350586,286816500,-1,18.99578735677109 +1220,1220,2018-04-06,19.953332901000977,20.618667602539062,19.700000762939453,20.06666755676269,202804500,-1,20.13972964672069 +1221,1221,2018-04-09,19.310667037963867,20.63333320617676,19.28066635131836,20.024667739868164,153747000,-1,20.344314596419718 +1222,1222,2018-04-10,20.31333351135254,20.47333335876465,19.57866668701172,19.93133354187012,164847000,-1,19.90899540373649 +1223,1223,2018-04-11,20.062000274658203,20.59866714477539,19.977333068847656,20.04933357238769,112243500,-1,20.131539372515324 +1224,1224,2018-04-12,19.60533332824707,20.26333236694336,19.57866668701172,20.15466690063477,114132000,-1,20.130530763507583 +1225,1225,2018-04-13,20.022666931152344,20.26333236694336,19.73200035095215,20.239999771118164,109908000,-1,19.674593844803113 +1226,1226,2018-04-16,19.41399955749512,19.977333068847656,19.267332077026367,19.933332443237305,95077500,-1,19.74669214975216 +1227,1227,2018-04-17,19.179332733154297,19.47800064086914,18.833999633789062,19.257999420166016,105000000,-1,19.432626747094535 +1228,1228,2018-04-18,19.55666732788086,20.016000747680664,19.21066665649414,19.405332565307617,98365500,-1,19.065928416363523 +1229,1229,2018-04-19,20.005332946777344,20.067333221435547,19.23666763305664,19.405332565307617,91359000,1,19.31819964239913 +1230,1230,2018-04-20,19.34933280944824,19.998666763305664,19.31666755676269,19.67799949645996,84418500,-1,19.612198727571037 +1231,1231,2018-04-23,18.891332626342773,19.44133377075196,18.82200050354004,19.41933250427246,73401000,1,19.501684171154576 +1232,1232,2018-04-24,18.8973331451416,19.139333724975582,18.56399917602539,19.0,85279500,1,19.11728297986643 +1233,1233,2018-04-25,18.71266746520996,19.01066780090332,18.483333587646484,18.89999961853028,60204000,1,18.892977223181926 +1234,1234,2018-04-26,19.03199958801269,19.05266761779785,18.433332443237305,18.58333206176757,65340000,-1,18.750435810107554 +1235,1235,2018-04-27,19.60533332824707,19.631332397460938,18.92200088500977,19.024667739868164,65469000,-1,18.81924703062069 +1236,1236,2018-04-30,19.59333229064941,19.915332794189453,19.5,19.573999404907227,63423000,-1,19.248956473059614 +1237,1237,2018-05-01,19.994667053222656,20.05466651916504,19.54800033569336,19.567333221435547,69384000,-1,19.581506080469588 +1238,1238,2018-05-02,20.07666778564453,20.456666946411133,19.85199928283692,19.90466690063477,134556000,-1,19.84688509593294 +1239,1239,2018-05-03,18.96333312988281,19.202667236328125,18.34866714477539,18.586000442504883,260281500,-1,20.052923714897577 +1240,1240,2018-05-04,19.606000900268555,19.790666580200195,18.634666442871094,18.86666679382324,128541000,-1,19.153058006301055 +1241,1241,2018-05-07,20.18466758728028,20.3973331451416,19.67799949645996,19.83333206176757,130173000,-1,19.509326193280145 +1242,1242,2018-05-08,20.131332397460938,20.51666641235352,19.933332443237305,20.053333282470703,88950000,1,20.081692138025424 +1243,1243,2018-05-09,20.456666946411133,20.46733283996582,20.003332138061523,20.027332305908203,85911000,-1,20.224788844503912 +1244,1244,2018-05-10,20.334667205810547,20.86599922180176,20.27400016784668,20.5,84774000,-1,20.300548152490688 +1245,1245,2018-05-11,20.070667266845703,20.59199905395508,19.93866729736328,20.51333236694336,70194000,-1,20.392942467780856 +1246,1246,2018-05-14,19.46466636657715,20.32933235168457,19.44133377075196,20.221332550048828,109302000,-1,20.20504302867689 +1247,1247,2018-05-15,18.94533348083496,19.13066673278809,18.700000762939453,19.000667572021484,142788000,-1,19.703984332513972 +1248,1248,2018-05-16,19.09866714477539,19.253999710083008,18.770666122436523,18.92200088500977,85110000,-1,19.04715333207548 +1249,1249,2018-05-17,18.96933364868164,19.279333114624023,18.93133354187012,19.059999465942383,66309000,1,19.057983374487915 +1250,1250,2018-05-18,18.454666137695312,18.976667404174805,18.26666641235352,18.976667404174805,108778500,1,19.051464079384925 +1251,1251,2018-05-21,18.965999603271484,19.432666778564453,18.753332138061523,18.755332946777344,137739000,-1,18.59179501598667 +1252,1252,2018-05-22,18.333999633789062,19.200000762939453,18.22800064086914,19.18400001525879,134187000,1,18.85205935914669 +1253,1253,2018-05-23,18.60466766357422,18.6606674194336,18.26666641235352,18.517332077026367,89776500,1,18.564305685842157 +1254,1254,2018-05-24,18.523332595825195,18.74066734313965,18.326000213623047,18.559999465942383,62650500,-1,18.544751685401778 +1255,1255,2018-05-25,18.59000015258789,18.642667770385746,18.374000549316406,18.5086669921875,58126500,-1,18.508194100750504 +1256,1256,2018-05-29,18.91733360290528,19.100000381469727,18.40999984741211,18.567333221435547,84999000,-1,18.512141612846758 +1257,1257,2018-05-30,19.44799995422364,19.66733360290528,18.773332595825195,18.88599967956543,112345500,-1,18.705365749962215 +1258,1258,2018-05-31,18.98200035095215,19.357999801635746,18.86199951171875,19.1473331451416,88795500,-1,19.08696352295393 +1259,1259,2018-06-01,19.454666137695312,19.46333312988281,18.922666549682617,19.05733299255371,81366000,-1,19.07217164299232 +1260,1260,2018-06-04,19.78266716003418,19.933332443237305,19.56999969482422,19.62266731262207,71967000,-1,19.24227692712728 +1261,1261,2018-06-05,19.408666610717773,19.85333251953125,19.11599922180176,19.84666633605957,89928000,-1,19.640124862627665 +1262,1262,2018-06-06,21.299999237060547,21.47800064086914,19.832000732421875,20.03333282470703,281509500,1,19.493437080746077 +1263,1263,2018-06-07,21.07266616821289,22.0,20.905332565307617,21.07666778564453,215179500,-1,20.471074459259114 +1264,1264,2018-06-08,21.17733383178711,21.631999969482425,21.1433334350586,21.26666641235352,123078000,1,21.37102563496462 +1265,1265,2018-06-11,22.13999938964844,22.310667037963867,21.5,21.500667572021484,197752500,1,21.703294075010376 +1266,1266,2018-06-12,22.851333618164062,23.6646671295166,22.53333282470703,22.979999542236328,335211000,-1,22.078756912085247 +1267,1267,2018-06-13,22.985332489013672,23.14666748046875,22.65333366394043,23.11400032043457,142047000,-1,22.427957066272974 +1268,1268,2018-06-14,23.847999572753903,23.916667938232425,23.106666564941406,23.17533302307129,164715000,1,23.28362656735267 +1269,1269,2018-06-15,23.87800025939941,24.31133270263672,23.416667938232425,23.589332580566406,162724500,1,23.78583906948689 +1270,1270,2018-06-18,24.722000122070312,24.915332794189453,23.63333320617676,23.69333267211914,181098000,1,24.011099289823157 +1271,1271,2018-06-19,23.503332138061523,24.666667938232425,23.08333206176757,24.3439998626709,191428500,-1,24.394765998143463 +1272,1272,2018-06-20,24.14800071716309,24.29199981689453,23.46666717529297,23.86933326721192,125755500,-1,23.891396290777926 +1273,1273,2018-06-21,23.16733360290528,24.41399955749512,23.084667205810547,24.13333320617676,119506500,-1,24.24532675808284 +1274,1274,2018-06-22,22.242000579833984,23.483333587646484,22.13333320617676,23.43600082397461,153991500,-1,23.73204917898648 +1275,1275,2018-06-25,22.200666427612305,22.564666748046875,21.83333206176757,22.007999420166016,103969500,-1,22.772624550033044 +1276,1276,2018-06-26,22.799999237060547,22.90333366394043,21.71999931335449,22.40333366394043,111787500,-1,22.492577970402966 +1277,1277,2018-06-27,22.96666717529297,23.38599967956543,22.63333320617676,23.0,125005500,-1,22.555107844014262 +1278,1278,2018-06-28,23.32866668701172,23.801332473754883,23.073999404907227,23.24399948120117,125970000,-1,22.917611730689252 +1279,1279,2018-06-29,22.86333274841309,23.59066772460937,22.827333450317383,23.55533218383789,97386000,-1,23.309697434853174 +1280,1280,2018-07-02,22.33799934387207,24.318666458129883,21.989999771118164,24.00466728210449,281397000,1,23.099471170352547 +1281,1281,2018-07-03,20.724000930786133,22.166000366210938,20.645999908447266,22.11666679382324,184239000,-1,22.18121740750129 +1282,1282,2018-07-05,20.61066627502441,20.959333419799805,19.74799919128418,20.91733360290528,262146000,-1,21.595342317842032 +1283,1283,2018-07-06,20.59333229064941,20.80466651916504,20.13333320617676,20.32999992370605,132982500,-1,20.943000040255278 +1284,1284,2018-07-09,21.233999252319336,21.23466682434082,20.53333282470703,20.79933357238769,113952000,-1,21.058139289924128 +1285,1285,2018-07-10,21.49799919128418,21.845333099365234,21.280000686645508,21.63733291625977,142072500,1,21.305777324557305 +1286,1286,2018-07-11,21.263999938964844,21.46266746520996,21.00466728210449,21.053333282470703,73261500,1,21.615278977838553 +1287,1287,2018-07-12,21.11400032043457,21.548667907714844,20.851333618164062,21.428667068481445,85818000,1,21.4359986053106 +1288,1288,2018-07-13,21.257999420166016,21.30533218383789,20.61666679382324,21.038667678833008,88047000,1,21.218450820343104 +1289,1289,2018-07-16,20.67333221435547,21.01066780090332,20.416667938232425,20.78066635131836,117280500,-1,21.092484441913264 +1290,1290,2018-07-17,21.512666702270508,21.64933204650879,20.56666755676269,20.58733367919922,104943000,1,20.747620286680814 +1291,1291,2018-07-18,21.59000015258789,21.700000762939453,21.08333206176757,21.666667938232425,84363000,-1,21.16608959026675 +1292,1292,2018-07-19,21.34866714477539,21.56933212280273,20.93400001525879,21.088666915893555,88729500,-1,21.429464256341827 +1293,1293,2018-07-20,20.905332565307617,21.54933357238769,20.78066635131836,21.415332794189453,77433000,-1,21.322753714688066 +1294,1294,2018-07-23,20.21333312988281,20.36666679382324,19.52400016784668,20.12266731262207,164893500,-1,21.094318099887854 +1295,1295,2018-07-24,19.82866668701172,20.514667510986328,19.503332138061523,20.294666290283203,143862000,-1,20.20515326182314 +1296,1296,2018-07-25,20.582666397094727,20.641332626342773,19.63333320617676,19.78266716003418,106131000,-1,19.962272491582993 +1297,1297,2018-07-26,20.44333267211914,20.71333312988281,20.24266624450684,20.32333374023437,69457500,0,20.321184574442025 +1298,1298,2018-07-27,19.812000274658203,20.512666702270508,19.689332962036133,20.483333587646484,85549500,-1,20.49390631757251 +1299,1299,2018-07-30,19.344667434692383,19.739999771118164,19.07533264160156,19.726667404174805,102211500,-1,20.08974352817869 +1300,1300,2018-07-31,19.8759994506836,19.88800048828125,19.271333694458008,19.483333587646484,76153500,1,19.495301332060816 +1301,1301,2018-08-01,20.05599975585937,20.200000762939453,19.53333282470703,19.86599922180176,151941000,1,19.64823646824408 +1302,1302,2018-08-02,23.30266761779785,23.332666397094727,21.54400062561035,21.895999908447266,348225000,1,19.83756383935924 +1303,1303,2018-08-03,23.211332321166992,23.666667938232425,22.8353328704834,23.187332153320312,204847500,-1,21.660636275455285 +1304,1304,2018-08-06,22.79933357238769,23.665332794189453,22.788000106811523,23.03066635131836,128464500,1,23.166256917504448 +1305,1305,2018-08-07,25.30466651916504,25.83066749572754,22.61000061035156,22.922666549682617,463137000,-1,23.468104408445782 +1306,1306,2018-08-08,24.689332962036133,25.50933265686035,24.474666595458984,24.606000900268555,368568000,-1,22.933698000304275 +1307,1307,2018-08-09,23.49666786193848,24.46733283996582,23.048667907714844,24.3700008392334,257757000,-1,23.73505995214391 +1308,1308,2018-08-10,23.69933319091797,24.0,23.06666755676269,23.600000381469727,173280000,-1,23.720515975359213 +1309,1309,2018-08-13,23.76066780090332,24.21266746520996,23.26799964904785,24.07533264160156,156958500,-1,24.04391040432772 +1310,1310,2018-08-14,23.176000595092773,23.946666717529297,23.13999938964844,23.89666748046875,104796000,-1,24.084193092348457 +1311,1311,2018-08-15,22.57933235168457,22.965999603271484,22.142667770385746,22.79400062561035,136519500,-1,23.761621769912505 +1312,1312,2018-08-16,22.36333274841309,22.818666458129883,22.25466728210449,22.6606674194336,90960000,-1,22.96082798010419 +1313,1313,2018-08-17,20.36666679382324,21.784666061401367,20.235332489013672,21.56666755676269,284379000,-1,22.672670280466274 +1314,1314,2018-08-20,20.562667846679688,20.56666755676269,19.21333312988281,19.446666717529297,261034500,-1,20.76157036417978 +1315,1315,2018-08-21,21.459999084472656,21.652666091918945,20.600000381469727,20.707332611083984,197583000,-1,20.61480391370924 +1316,1316,2018-08-22,21.44266700744629,21.59199905395508,20.97800064086914,21.391332626342773,89190000,-1,21.513506104162985 +1317,1317,2018-08-23,21.34000015258789,21.821332931518555,21.206666946411133,21.275999069213867,77209500,1,21.69686413188496 +1318,1318,2018-08-24,21.521333694458008,21.59000015258789,21.293333053588867,21.3799991607666,54039000,-1,21.540230600803795 +1319,1319,2018-08-27,21.284666061401367,21.496000289916992,20.58733367919922,21.200000762939453,196189500,-1,21.468079850128774 +1320,1320,2018-08-28,20.790666580200195,21.2586669921875,20.746000289916992,21.227333068847656,114736500,-1,21.074984565739967 +1321,1321,2018-08-29,20.333999633789062,20.790000915527344,20.246000289916992,20.68466758728028,111711000,-1,21.097368692948336 +1322,1322,2018-08-30,20.209999084472656,20.30666732788086,19.847999572753903,20.15066719055176,108250500,-1,20.631822551785916 +1323,1323,2018-08-31,20.11066627502441,20.35400009155273,19.906667709350582,20.13333320617676,80626500,-1,20.248406903098257 +1324,1324,2018-09-04,19.26333236694336,19.87933349609375,19.200000762939453,19.79599952697754,125257500,-1,20.156884255198026 +1325,1325,2018-09-05,18.715999603271484,19.118667602539062,18.478666305541992,19.003332138061523,115812000,-1,19.463784364405377 +1326,1326,2018-09-06,18.729999542236328,19.411333084106445,18.59199905395508,18.98666763305664,112212000,-1,18.846775452255393 +1327,1327,2018-09-07,17.549333572387695,17.889999389648438,16.816667556762695,17.34000015258789,337378500,-1,18.756610080318875 +1328,1328,2018-09-10,19.03333282470703,19.068666458129883,18.06666755676269,18.21733283996582,214252500,-1,17.902925625686645 +1329,1329,2018-09-11,18.62933349609375,18.799999237060547,18.23666763305664,18.631332397460938,137550000,-1,18.911519700963126 +1330,1330,2018-09-12,19.36933326721192,19.5,18.57666778564453,18.762666702270508,150231000,-1,18.93081972811942 +1331,1331,2018-09-13,19.297332763671875,19.666667938232425,19.011999130249023,19.20133209228516,95104500,-1,19.232233084995794 +1332,1332,2018-09-14,19.68000030517578,19.82200050354004,19.101333618164062,19.250667572021484,101484000,1,19.282697042374394 +1333,1333,2018-09-17,19.6560001373291,20.058000564575195,19.20866775512696,19.336000442504883,103314000,-1,19.36829478006594 +1334,1334,2018-09-18,18.997333526611328,20.176000595092773,18.36666679382324,19.779333114624023,248212500,-1,19.429368799173048 +1335,1335,2018-09-19,19.93466758728028,20.0,18.700000762939453,18.700666427612305,124423500,-1,18.938759671105004 +1336,1336,2018-09-20,19.8886661529541,20.398666381835938,19.55533218383789,20.23733329772949,110241000,1,19.499791268933983 +1337,1337,2018-09-21,19.940000534057617,20.038667678833008,19.69133377075196,19.84666633605957,75757500,1,19.826016795887625 +1338,1338,2018-09-24,19.978666305541992,20.200000762939453,19.57200050354004,19.898666381835938,72645000,-1,19.865131109679847 +1339,1339,2018-09-25,20.06599998474121,20.30666732788086,19.76666641235352,20.0,67225500,1,19.852935535957947 +1340,1340,2018-09-26,20.6386661529541,20.926000595092773,20.073999404907227,20.12733268737793,117648000,1,19.953585197002365 +1341,1341,2018-09-27,20.501333236694336,20.997333526611328,20.46066665649414,20.86000061035156,127636500,-1,20.36502774452571 +1342,1342,2018-09-28,17.65133285522461,18.53333282470703,17.37066650390625,18.017332077026367,504745500,-1,20.570388211117066 +1343,1343,2018-10-01,20.71333312988281,20.762666702270508,20.06999969482422,20.384666442871094,326664000,1,18.747772004276086 +1344,1344,2018-10-02,20.06800079345703,21.12266731262207,19.94333267211914,20.93000030517578,176152500,-1,20.52880117846716 +1345,1345,2018-10-03,19.65333366394043,20.30666732788086,19.4379997253418,20.222000122070312,119925000,-1,20.80608367409528 +1346,1346,2018-10-04,18.788667678833008,19.600000381469727,18.51133346557617,19.59666633605957,147213000,-1,20.27162967631354 +1347,1347,2018-10-05,17.463333129882812,18.32533264160156,17.333332061767578,18.309999465942383,269167500,-1,19.20970910251818 +1348,1348,2018-10-08,16.70400047302246,17.85066795349121,16.600000381469727,17.634666442871094,202090500,-1,18.069580782307046 +1349,1349,2018-10-09,17.520000457763672,17.784666061401367,16.886667251586914,17.016666412353516,180909000,-1,17.392113966927937 +1350,1350,2018-10-10,17.125333786010742,17.700666427612305,16.51799964904785,17.640666961669922,192229500,-1,17.53454369003034 +1351,1351,2018-10-11,16.815332412719727,17.483333587646484,16.601999282836914,17.16866683959961,122515500,-1,17.290770978242307 +1352,1352,2018-10-12,17.25200080871582,17.465999603271484,16.80066680908203,17.399999618530273,108021000,1,17.08626931041368 +1353,1353,2018-10-15,17.305999755859375,17.552000045776367,16.96933364868164,17.270666122436523,93000000,1,17.10570518656849 +1354,1354,2018-10-16,18.439332962036133,18.492000579833984,17.482667922973633,17.713333129882812,142896000,-1,17.142613259207888 +1355,1355,2018-10-17,18.118667602539062,18.84666633605957,17.719999313354492,18.82666778564453,129832500,1,17.74900531110933 +1356,1356,2018-10-18,17.5939998626709,18.06666755676269,17.53333282470703,17.952667236328125,81318000,1,17.935374597597313 +1357,1357,2018-10-19,17.333332061767578,17.977333068847656,16.899999618530273,17.826000213623047,140632500,-1,17.700654600841677 +1358,1358,2018-10-22,17.39666748046875,17.457332611083984,16.839332580566406,17.3786678314209,84004500,-1,17.282094488452444 +1359,1359,2018-10-23,19.60933303833008,19.86199951171875,17.47333335876465,17.591333389282227,285417000,1,17.1964707707022 +1360,1360,2018-10-24,19.233333587646484,20.29599952697754,19.048667907714844,20.06999969482422,300874500,1,18.55757757905244 +1361,1361,2018-10-25,20.99066734313965,21.39999961853028,20.067333221435547,21.14800071716309,312610500,1,19.44445641475609 +1362,1362,2018-10-26,22.059999465942383,22.65999984741211,20.44333267211914,20.549999237060547,411382500,-1,20.615593513250204 +1363,1363,2018-10-29,22.32333374023437,23.143999099731445,21.76666641235352,22.49799919128418,217290000,1,21.293317094162695 +1364,1364,2018-10-30,21.99333381652832,22.52666664123535,21.483999252319336,21.892667770385746,136900500,-1,22.243899762204755 +1365,1365,2018-10-31,22.488000869750977,22.799999237060547,21.940000534057617,22.16933250427246,114364500,-1,22.36965344407928 +1366,1366,2018-11-01,22.95199966430664,23.189332962036133,22.315332412719727,22.55066680908203,120001500,1,22.508722027438267 +1367,1367,2018-11-02,23.0939998626709,23.280000686645508,22.727333068847656,22.916000366210938,117120000,1,22.745464948110126 +1368,1368,2018-11-05,22.76000022888184,22.930667877197266,22.00933265686035,22.700000762939453,117465000,-1,22.954666578520076 +1369,1369,2018-11-06,22.73733329772949,23.253332138061523,22.4060001373291,22.60466766357422,101443500,-1,22.649108552466494 +1370,1370,2018-11-07,23.21066665649414,23.41200065612793,22.71999931335449,22.889333724975582,110617500,1,22.705965061110323 +1371,1371,2018-11-08,23.426666259765625,23.838666915893555,23.22933387756348,23.233333587646484,106360500,1,22.979352975976735 +1372,1372,2018-11-09,23.367332458496094,23.600000381469727,23.01533317565918,23.26666641235352,76482000,1,23.295681314588172 +1373,1373,2018-11-12,22.0853328704834,23.318666458129883,22.022666931152344,23.224666595458984,104122500,1,23.21086492109184 +1374,1374,2018-11-13,22.582000732421875,22.979999542236328,22.14666748046875,22.21066665649414,81729000,-1,22.410578106634553 +1375,1375,2018-11-14,22.933332443237305,23.14066696166992,22.476667404174805,22.84666633605957,75604500,-1,22.442508812794852 +1376,1376,2018-11-15,23.22933387756348,23.238666534423828,22.6026668548584,22.82200050354004,69385500,1,22.652701570303886 +1377,1377,2018-11-16,23.62066650390625,23.71333312988281,23.007999420166016,23.012666702270508,108093000,-1,22.82814854875042 +1378,1378,2018-11-19,23.564666748046875,24.450000762939453,23.525333404541016,23.756000518798828,145633500,1,23.216110464905803 +1379,1379,2018-11-20,23.166000366210938,23.31999969482422,22.23666763305664,22.78333282470703,120070500,1,23.554510684412673 +1380,1380,2018-11-21,22.54599952697754,23.540000915527344,22.49333381652832,23.46666717529297,70302000,1,23.131608745765277 +1381,1381,2018-11-23,21.722000122070312,22.5,21.703332901000977,22.290000915527344,63039000,0,22.830130802948588 +1382,1382,2018-11-26,23.06666755676269,23.08133316040039,21.666667938232425,21.666667938232425,119881500,-1,22.102163245341423 +1383,1383,2018-11-27,22.92799949645996,23.13066673278809,22.36666679382324,22.670000076293945,95374500,-1,22.49296160117625 +1384,1384,2018-11-28,23.19133377075196,23.21866607666016,22.81399917602539,23.06599998474121,61914000,-1,22.736410776252004 +1385,1385,2018-11-29,22.744667053222656,23.166667938232425,22.63666725158692,23.13333320617676,46210500,1,22.92046710910308 +1386,1386,2018-11-30,23.365333557128903,23.440000534057617,22.55066680908203,22.788667678833008,84436500,-1,22.75344689623734 +1387,1387,2018-12-03,23.89933204650879,24.39999961853028,23.46666717529297,24.0,124597500,1,22.950198979641304 +1388,1388,2018-12-04,23.979999542236328,24.57866668701172,23.46666717529297,23.73666763305664,126928500,1,23.548714946084615 +1389,1389,2018-12-06,24.20400047302246,24.492000579833984,23.38400077819824,23.733999252319336,117637500,1,23.80227060679787 +1390,1390,2018-12-07,23.86466789245605,25.29933357238769,23.84333229064941,24.600000381469727,172668000,1,23.915106615001285 +1391,1391,2018-12-10,24.34333229064941,24.398666381835938,23.541332244873047,24.0,99202500,1,23.95884683606733 +1392,1392,2018-12-11,24.450666427612305,24.81133270263672,24.01533317565918,24.6606674194336,94632000,-1,24.116893002489622 +1393,1393,2018-12-12,24.440000534057617,24.79400062561035,24.3439998626709,24.62800025939941,75405000,1,24.195280909686264 +1394,1394,2018-12-13,25.11933326721192,25.16266632080078,24.450000762939453,24.676666259765625,110488500,1,24.21033477547343 +1395,1395,2018-12-14,24.38066673278809,25.19133377075196,24.288667678833008,25.0,95064000,-1,24.473881346983624 +1396,1396,2018-12-17,23.22800064086914,24.3799991607666,22.92533302307129,24.13333320617676,115110000,-1,24.280677119819693 +1397,1397,2018-12-18,22.46866607666016,23.43666648864746,22.246000289916992,23.36933326721192,106500000,-1,23.431547309403086 +1398,1398,2018-12-19,22.19799995422364,23.13400077819824,21.98266792297364,22.50666618347168,124113000,-1,22.72562152495977 +1399,1399,2018-12-20,21.025333404541016,22.019332885742188,20.791332244873047,21.803333282470703,136078500,1,22.38952988861265 +1400,1400,2018-12-21,21.31800079345703,21.564666748046875,20.82933235168457,21.15999984741211,120252000,1,21.378892008251277 +1401,1401,2018-12-24,19.69266700744629,20.96666717529297,19.68000030517578,20.89999961853028,83398500,-1,21.329930038191378 +1402,1402,2018-12-26,21.73933219909668,21.79800033569336,19.606000900268555,20.0,122446500,1,20.329168950612107 +1403,1403,2018-12-27,21.07533264160156,21.47800064086914,20.100000381469727,21.32266616821289,128626500,-1,20.86831732647657 +1404,1404,2018-12-28,22.257999420166016,22.416000366210938,21.227333068847656,21.540000915527344,149085000,1,20.881250539622044 +1405,1405,2018-12-31,22.18666648864746,22.61400032043457,21.68400001525879,22.519332885742188,94534500,-1,21.842603520221957 +1406,1406,2019-01-02,20.67466735839844,21.0086669921875,19.920000076293945,20.406667709350582,174879000,-1,22.213040308558213 +1407,1407,2019-01-03,20.02400016784668,20.62666702270508,19.82533264160156,20.46666717529297,104478000,-1,20.89317708619407 +1408,1408,2019-01-04,21.179332733154297,21.200000762939453,20.18199920654297,20.39999961853028,110911500,-1,20.393566960406734 +1409,1409,2019-01-07,22.33066749572754,22.44933319091797,21.183332443237305,21.44799995422364,113268000,1,20.81908584365823 +1410,1410,2019-01-08,22.356666564941406,22.93400001525879,21.801332473754883,22.797332763671875,105127500,1,21.803682964250676 +1411,1411,2019-01-09,22.568666458129883,22.89999961853028,22.097999572753903,22.36666679382324,81493500,-1,22.239489465137687 +1412,1412,2019-01-10,22.99799919128418,23.025999069213867,22.11933326721192,22.293333053588867,90846000,-1,22.429859680665043 +1413,1413,2019-01-11,23.15066719055176,23.227333068847656,22.584667205810547,22.80599975585937,75586500,1,22.619310153553656 +1414,1414,2019-01-14,22.293333053588867,22.83333206176757,22.26666641235352,22.82533264160156,78709500,1,22.82663733486882 +1415,1415,2019-01-15,22.96199989318848,23.253332138061523,22.299999237060547,22.33333206176757,90849000,1,22.442695286487183 +1416,1416,2019-01-16,23.06999969482422,23.46666717529297,22.89999961853028,22.985332489013672,70375500,1,22.657421200032452 +1417,1417,2019-01-17,23.15399932861328,23.433332443237305,22.94333267211914,23.08066749572754,55150500,-1,22.90665154517905 +1418,1418,2019-01-18,20.15066719055176,21.808666229248047,19.98200035095215,21.53333282470703,362262000,-1,22.966338180590867 +1419,1419,2019-01-22,19.92799949645996,20.53333282470703,19.700000762939453,20.321332931518555,181000500,-1,20.542176781023343 +1420,1420,2019-01-23,19.172666549682617,19.63333320617676,18.779333114624023,19.5,187950000,-1,20.678522071500574 +1421,1421,2019-01-24,19.43400001525879,19.57866668701172,18.618667602539062,18.868667602539062,120183000,-1,19.922529557492016 +1422,1422,2019-01-25,19.80266761779785,19.90133285522461,19.303333282470703,19.6259994506836,108744000,-1,19.58302919176125 +1423,1423,2019-01-28,19.7586669921875,19.83066749572754,19.183332443237305,19.527332305908203,96349500,-1,19.69865089354815 +1424,1424,2019-01-29,19.83066749572754,19.90399932861328,19.453332901000977,19.68466758728028,69325500,1,19.617352248560273 +1425,1425,2019-01-30,20.584667205810547,20.600000381469727,19.89933204650879,20.030000686645508,168754500,1,19.690116322863975 +1426,1426,2019-01-31,20.468000411987305,20.770666122436523,19.600000381469727,20.06666755676269,188538000,-1,20.204210209972857 +1427,1427,2019-02-01,20.81399917602539,21.07333374023437,20.233333587646484,20.3613338470459,109251000,-1,20.39645875946359 +1428,1428,2019-02-04,20.85933303833008,21.020000457763672,20.125333786010746,20.865333557128903,110281500,-1,20.836555612099946 +1429,1429,2019-02-05,21.42333221435547,21.496000289916992,20.81666755676269,20.832666397094727,101142000,-1,20.776958328665707 +1430,1430,2019-02-06,21.14800071716309,21.61599922180176,21.041332244873047,21.30599975585937,75577500,-1,21.179650209689544 +1431,1431,2019-02-07,20.500667572021484,20.979999542236328,20.200000762939453,20.88666725158692,97809000,-1,21.22291356313614 +1432,1432,2019-02-08,20.38666725158692,20.49666786193848,19.89999961853028,20.4553337097168,87663000,1,20.649562318594658 +1433,1433,2019-02-11,20.856000900268555,21.239999771118164,20.700000762939453,20.773332595825195,106945500,1,20.34035640093484 +1434,1434,2019-02-12,20.78733253479004,21.21266746520996,20.641332626342773,21.07999992370605,82764000,1,20.750708757210052 +1435,1435,2019-02-13,20.544666290283203,20.850000381469727,20.3713321685791,20.82333374023437,77124000,-1,20.856027544691358 +1436,1436,2019-02-14,20.251333236694336,20.45133209228516,20.06666755676269,20.22533226013184,78012000,1,20.664588019084544 +1437,1437,2019-02-15,20.525333404541016,20.53333282470703,20.26000022888184,20.299999237060547,58573500,1,20.379297838074798 +1438,1438,2019-02-19,20.3759994506836,20.769332885742188,20.36466789245605,20.437332153320312,62526000,-1,20.467269230474976 +1439,1439,2019-02-20,20.17066764831543,20.420000076293945,19.933332443237305,20.29400062561035,107131500,-1,20.523419664252533 +1440,1440,2019-02-21,19.415332794189453,20.215999603271484,19.36666679382324,20.12066650390625,133638000,-1,20.272341578482703 +1441,1441,2019-02-22,19.6473331451416,19.76666641235352,19.47333335876465,19.632667541503903,86109000,1,19.672199551730092 +1442,1442,2019-02-25,19.917999267578125,20.19333267211914,19.799999237060547,19.86066627502441,99397500,-1,19.705561103553034 +1443,1443,2019-02-26,19.85733222961425,20.13400077819824,19.251333236694336,19.481332778930664,128737500,-1,19.917643364022645 +1444,1444,2019-02-27,20.98266792297364,21.08666610717773,20.036666870117188,20.118667602539062,167758500,-1,19.75954280944009 +1445,1445,2019-02-28,21.32533264160156,21.33333206176757,20.720666885375977,21.26133346557617,157810500,-1,20.583874046819496 +1446,1446,2019-03-01,19.652666091918945,20.47533226013184,19.459999084472656,20.46266746520996,343671000,-1,21.250428144926488 +1447,1447,2019-03-04,19.02400016784668,19.933332443237305,18.85199928283692,19.87466621398925,256452000,1,20.18043190054917 +1448,1448,2019-03-05,18.43600082397461,18.933332443237305,18.00666618347168,18.799999237060547,281470500,-1,19.872793527365513 +1449,1449,2019-03-06,18.416000366210938,18.767332077026367,18.292667388916016,18.43199920654297,155032500,-1,19.350298611930242 +1450,1450,2019-03-07,18.439332962036133,18.979999542236328,18.28333282470703,18.589332580566406,141637500,1,19.058532840589145 +1451,1451,2019-03-08,18.94266700744629,19.03933334350586,18.392667770385746,18.46066665649414,132294000,1,18.80114427140305 +1452,1452,2019-03-11,19.39466667175293,19.41866683959961,18.700000762939453,18.90133285522461,110884500,-1,18.778808947856348 +1453,1453,2019-03-12,18.89066696166992,19.204666137695312,18.73733329772949,19.09933280944824,112561500,-1,18.97254078873569 +1454,1454,2019-03-13,19.263999938964844,19.465999603271484,18.84666633605957,18.926666259765625,102670500,-1,18.786939735011426 +1455,1455,2019-03-14,19.33066749572754,19.69266700744629,19.21933364868164,19.49666786193848,106551000,-1,18.94030949086822 +1456,1456,2019-03-15,18.36199951171875,18.9146671295166,18.293333053588867,18.90066719055176,221782500,-1,19.14664068899856 +1457,1457,2019-03-18,17.965999603271484,18.536666870117188,17.81999969482422,18.39999961853028,154215000,-1,18.481547787090072 +1458,1458,2019-03-19,17.83133316040039,18.21999931335449,17.56399917602539,17.833332061767578,177009000,-1,18.225367412035542 +1459,1459,2019-03-20,18.239999771118164,18.33133316040039,17.753332138061523,17.979333877563477,103623000,-1,17.966855630218294 +1460,1460,2019-03-21,18.26799964904785,18.43000030517578,17.89666748046875,18.17333221435547,89206500,-1,18.06438428495903 +1461,1461,2019-03-22,17.635332107543945,18.18666648864746,17.600000381469727,18.17200088500977,131184000,-1,18.0790639893401 +1462,1462,2019-03-25,17.3613338470459,17.545333862304688,16.964000701904297,17.31399917602539,153225000,-1,17.716471843306824 +1463,1463,2019-03-26,17.851333618164062,18.017332077026367,17.6286678314209,17.62933349609375,110263500,-1,17.277691961122557 +1464,1464,2019-03-27,18.32200050354004,18.357999801635746,17.8786678314209,17.916667938232422,131688000,-1,17.590049964034776 +1465,1465,2019-03-28,18.57466697692871,18.68866729736328,18.34000015258789,18.477333068847656,101611500,-1,17.962355009956504 +1466,1466,2019-03-29,18.65733337402344,18.67733383178711,18.299999237060547,18.57999992370605,89869500,-1,18.30873062187484 +1467,1467,2019-04-01,19.27866744995117,19.280000686645508,18.75200080871582,18.841333389282227,121656000,1,18.415751710211534 +1468,1468,2019-04-02,19.058666229248047,19.29599952697754,18.92533302307129,19.21999931335449,82183500,-1,18.809270445276677 +1469,1469,2019-04-03,19.45400047302246,19.744667053222656,19.14466667175293,19.15466690063477,118791000,-1,18.98167460039991 +1470,1470,2019-04-04,17.851999282836914,18.07999992370605,17.37266731262207,17.459333419799805,355810500,-1,19.22545593174013 +1471,1471,2019-04-05,18.33066749572754,18.406667709350582,17.74066734313965,17.99066734313965,195574500,-1,18.308468150440714 +1472,1472,2019-04-08,18.21333312988281,18.74399948120117,18.029333114624023,18.512666702270508,156156000,-1,18.52564153119783 +1473,1473,2019-04-09,18.15399932861328,18.33333206176757,17.974000930786133,18.11000061035156,88560000,1,18.592090994412388 +1474,1474,2019-04-10,18.40399932861328,18.558666229248047,18.19266700744629,18.44933319091797,105919500,1,18.320327197420983 +1475,1475,2019-04-11,17.89466667175293,18.03333282470703,17.706666946411133,17.886667251586914,147538500,-1,18.255263661075993 +1476,1476,2019-04-12,17.84666633605957,18.1299991607666,17.788667678833008,18.014667510986328,101190000,-1,17.863685539273817 +1477,1477,2019-04-15,17.7586669921875,17.92533302307129,17.242000579833984,17.908666610717773,150579000,1,17.79657892625679 +1478,1478,2019-04-16,18.224000930786133,18.33333206176757,17.648000717163086,17.71666717529297,109093500,-1,17.559470706535304 +1479,1479,2019-04-17,18.082000732421875,18.31933212280273,17.902666091918945,18.31666755676269,76897500,-1,17.8514253796116 +1480,1480,2019-04-18,18.21733283996582,18.32266616821289,17.983333587646484,18.082000732421875,88144500,-1,17.945135572734568 +1481,1481,2019-04-22,17.516666412353516,17.978666305541992,17.498666763305664,17.933332443237305,182206500,-1,18.010455753210802 +1482,1482,2019-04-23,17.593332290649414,17.706666946411133,17.049999237060547,17.343332290649414,164158500,-1,17.539649864183634 +1483,1483,2019-04-24,17.243999481201172,17.687999725341797,17.200000762939453,17.59000015258789,160912500,-1,17.436583329267513 +1484,1484,2019-04-25,16.5086669921875,17.266666412353516,16.404666900634766,17.0,327741000,-1,17.364368478260758 +1485,1485,2019-04-26,15.675999641418455,16.44533348083496,15.408666610717772,16.433332443237305,335410500,1,17.279523312456423 +1486,1486,2019-04-29,16.097999572753906,16.26533317565918,15.477999687194824,15.723999977111816,250717500,1,16.862057579689274 +1487,1487,2019-04-30,15.912667274475098,16.28066635131836,15.800000190734863,16.137332916259766,141969000,1,16.830734491256916 +1488,1488,2019-05-01,15.600666999816896,16.0,15.43333339691162,15.923333168029783,160566000,-1,16.466238638212282 +1489,1489,2019-05-02,16.273332595825195,16.475332260131836,15.847999572753906,16.368000030517578,272389500,1,16.052089778931993 +1490,1490,2019-05-03,17.00200080871582,17.107332229614258,16.232667922973633,16.257333755493164,355602000,1,16.524801575384373 +1491,1491,2019-05-06,17.022666931152344,17.22333335876465,16.566667556762695,16.667999267578125,162508500,1,17.423250945874397 +1492,1492,2019-05-07,16.470666885375977,17.1473331451416,16.34000015258789,17.1200008392334,151971000,1,17.209667547901088 +1493,1493,2019-05-08,16.32266616821289,16.706666946411133,16.280000686645508,16.46266746520996,92646000,1,16.86509560762791 +1494,1494,2019-05-09,16.131999969482422,16.245332717895508,15.79599952697754,16.133333206176758,100671000,-1,16.5970452594002 +1495,1495,2019-05-10,15.968000411987305,16.132667541503906,15.73466682434082,15.983332633972168,105124500,-1,16.182614610569708 +1496,1496,2019-05-13,15.133999824523926,15.498000144958496,14.966667175292969,15.46733283996582,162522000,-1,15.914997318962932 +1497,1497,2019-05-14,15.487333297729492,15.633333206176758,15.199999809265137,15.286666870117188,108786000,1,15.272068396650944 +1498,1498,2019-05-15,15.463333129882812,15.496000289916992,15.016667366027832,15.288000106811523,109440000,1,15.340423509311158 +1499,1499,2019-05-16,15.222000122070312,15.399999618530272,15.100000381469728,15.29933261871338,112249500,1,15.291395253680939 +1500,1500,2019-05-17,14.0686674118042,14.815999984741213,13.928000450134276,14.797332763671877,266800500,-1,15.196463997799206 +1501,1501,2019-05-20,13.690667152404783,13.733332633972168,13.016667366027832,13.520000457763672,307893000,-1,14.391263006678486 +1502,1502,2019-05-21,13.67199993133545,13.826666831970217,13.06933307647705,13.184000015258787,270058500,-1,13.882339151250346 +1503,1503,2019-05-22,12.84866714477539,13.595999717712402,12.785332679748535,13.273332595825195,280278000,-1,13.858459956645454 +1504,1504,2019-05-23,13.03266716003418,13.29800033569336,12.414667129516602,12.956000328063965,398206500,-1,13.43422672209304 +1505,1505,2019-05-24,12.708666801452637,13.33199977874756,12.583333015441896,13.321999549865724,212049000,-1,13.27944360248226 +1506,1506,2019-05-28,12.579999923706056,13.0,12.523332595825195,12.74666690826416,154693500,1,13.246877720307456 +1507,1507,2019-05-29,12.657333374023438,12.826000213623049,12.336000442504885,12.473333358764648,179529000,-1,13.062173585618963 +1508,1508,2019-05-30,12.54800033569336,12.817333221435549,12.468000411987305,12.583333015441896,118897500,-1,12.8485402913647 +1509,1509,2019-05-31,12.343999862670898,12.661333084106444,12.273332595825195,12.34000015258789,156100500,-1,12.77857550768455 +1510,1510,2019-06-03,11.9313325881958,12.445332527160645,11.79933261871338,12.36733341217041,195966000,-1,12.564852375844136 +1511,1511,2019-06-04,12.90666675567627,12.932000160217283,11.973999977111816,12.07333278656006,207112500,1,12.180632802162586 +1512,1512,2019-06-05,13.105999946594238,13.41866683959961,12.789999961853027,13.245332717895508,202662000,1,12.498066385887949 +1513,1513,2019-06-06,13.729999542236328,14.06666660308838,13.453332901000977,13.629332542419434,303633000,1,12.994877463856017 +1514,1514,2019-06-07,13.633333206176758,14.055999755859377,13.56666660308838,13.666666984558104,240052500,1,13.555005586933483 +1515,1515,2019-06-10,14.19200038909912,14.46266746520996,13.934000015258787,14.016667366027832,158775000,-1,13.845277383497347 +1516,1516,2019-06-11,14.473333358764648,14.726667404174805,14.233332633972168,14.609333038330078,174802500,1,14.361478083403572 +1517,1517,2019-06-12,13.95066738128662,14.892000198364258,13.93333339691162,14.863332748413086,227962500,1,14.635671258687454 +1518,1518,2019-06-13,14.260666847229004,14.326666831970217,13.833999633789062,14.025333404541016,122524500,-1,14.437182639023654 +1519,1519,2019-06-14,14.32800006866455,14.44333267211914,14.026666641235352,14.083333015441896,111501000,1,14.48567271895198 +1520,1520,2019-06-17,15.001999855041504,15.133333206176758,14.284667015075684,14.36533260345459,184752000,-1,14.501271558961069 +1521,1521,2019-06-18,14.982666969299316,15.649333000183104,14.837332725524902,15.248000144958496,190737000,-1,14.774169737580824 +1522,1522,2019-06-19,15.095333099365234,15.184666633605955,14.737333297729492,15.007332801818848,98626500,-1,15.139751654200715 +1523,1523,2019-06-20,14.641332626342772,15.126667022705078,14.423333168029783,14.866666793823242,177952500,-1,15.204115307188747 +1524,1524,2019-06-21,14.790666580200195,14.812000274658203,14.366666793823242,14.414667129516602,123031500,-1,14.893678553897615 +1525,1525,2019-06-24,14.90933322906494,15.057332992553713,14.73466682434082,14.88266658782959,86262000,-1,14.847432531889796 +1526,1526,2019-06-25,14.650667190551758,15.022666931152344,14.63266658782959,14.959333419799805,92731500,1,14.929201670884593 +1527,1527,2019-06-26,14.618000030517578,15.148667335510254,14.539999961853027,14.687333106994627,127608000,-1,14.78465390528658 +1528,1528,2019-06-27,14.855999946594238,14.859999656677246,14.489999771118164,14.630000114440918,95095500,-1,14.691836746330797 +1529,1529,2019-06-28,14.897333145141602,15.011333465576172,14.720000267028809,14.732666969299316,102771000,-1,14.735634512012833 +1530,1530,2019-07-01,15.14466667175293,15.539999961853027,15.085332870483398,15.347332954406738,123201000,1,14.81698560272668 +1531,1531,2019-07-02,14.970000267028809,15.276666641235352,14.814666748046877,15.259332656860352,138885000,1,15.050719389170041 +1532,1532,2019-07-03,15.65999984741211,16.10466766357422,15.633999824523926,15.959333419799805,213016500,1,15.007181545477119 +1533,1533,2019-07-05,15.539999961853027,15.696666717529297,15.386667251586914,15.637999534606934,105985500,1,15.646739752451627 +1534,1534,2019-07-08,15.355999946594238,15.483332633972168,15.244000434875488,15.416000366210938,88207500,0,15.710993339221359 +1535,1535,2019-07-09,15.337332725524902,15.399999618530272,15.152000427246094,15.264666557312012,92862000,1,15.534848920636001 +1536,1536,2019-07-10,15.928000450134276,15.929332733154297,15.542667388916016,15.609999656677246,137185500,1,15.353204119962317 +1537,1537,2019-07-11,15.90666675567627,16.100000381469727,15.720000267028809,15.87600040435791,112716000,-1,15.555918748239435 +1538,1538,2019-07-12,16.338666915893555,16.358667373657227,15.980667114257812,15.983332633972168,138007500,0,15.768007306445238 +1539,1539,2019-07-15,16.899999618530273,16.961332321166992,16.323999404907227,16.53333282470703,165001500,-1,16.01103152849313 +1540,1540,2019-07-16,16.825332641601562,16.902000427246094,16.528667449951172,16.6200008392334,122235000,-1,16.4300867795244 +1541,1541,2019-07-17,16.99066734313965,17.220666885375977,16.889999389648438,17.044666290283203,146470500,-1,16.6867998064833 +1542,1542,2019-07-18,16.902666091918945,17.049999237060547,16.792667388916016,17.003332138061523,71379000,0,16.860790930425644 +1543,1543,2019-07-19,17.211999893188477,17.33066749572754,16.974666595458984,17.04599952697754,105726000,1,16.892395246923293 +1544,1544,2019-07-22,17.045333862304688,17.476667404174805,16.945999145507812,17.25,102636000,1,17.006123500179957 +1545,1545,2019-07-23,17.344667434692383,17.365333557128906,16.96666717529297,17.11400032043457,75346500,-1,16.998718212234106 +1546,1546,2019-07-24,17.658666610717773,17.738000869750977,17.21066665649414,17.277999877929688,166092000,-1,17.096730168907897 +1547,1547,2019-07-25,15.254667282104492,15.633333206176758,15.036666870117188,15.56666660308838,336274500,-1,17.251663827176547 +1548,1548,2019-07-26,15.202667236328123,15.350666999816896,14.81666660308838,15.128000259399414,150415500,-1,16.05516220920303 +1549,1549,2019-07-29,15.718000411987305,15.72933292388916,15.0686674118042,15.13933277130127,139099500,-1,15.684245685121686 +1550,1550,2019-07-30,16.150667190551758,16.224000930786133,15.478667259216309,15.526666641235352,121635000,1,15.71600257376311 +1551,1551,2019-07-31,16.107332229614258,16.44533348083496,15.776666641235352,16.200000762939453,137673000,-1,15.933186546857241 +1552,1552,2019-08-01,15.59000015258789,16.30066680908203,15.451333045959473,16.176666259765625,123892500,-1,16.002315332614728 +1553,1553,2019-08-02,15.62266731262207,15.751333236694336,15.281999588012695,15.423333168029783,92047500,-1,15.774108613968346 +1554,1554,2019-08-05,15.221332550048828,15.424667358398438,15.052000045776367,15.30666732788086,105424500,1,15.63020569103051 +1555,1555,2019-08-06,15.383333206176758,15.5,15.050000190734863,15.458666801452637,83463000,1,15.280964867124728 +1556,1556,2019-08-07,15.56133270263672,15.571332931518556,15.053333282470703,15.100000381469728,71647500,-1,15.256994135303678 +1557,1557,2019-08-08,15.886667251586914,15.986666679382324,15.510000228881836,15.630000114440918,79114500,1,15.32946745147383 +1558,1558,2019-08-09,15.667332649230955,15.93066692352295,15.587332725524902,15.736666679382324,58473000,1,15.622990518841291 +1559,1559,2019-08-12,15.267333030700684,15.718000411987305,15.25,15.53266716003418,69958500,1,15.702800363818302 +1560,1560,2019-08-13,15.666666984558104,15.733332633972168,15.170000076293944,15.253999710083008,72721500,0,15.457676370297385 +1561,1561,2019-08-14,14.641332626342772,15.43333339691162,14.446000099182127,15.413999557495115,143439000,-1,15.473237818446295 +1562,1562,2019-08-15,14.37600040435791,14.77066707611084,14.103333473205566,14.723999977111816,122394000,-1,14.851133476232715 +1563,1563,2019-08-16,14.662667274475098,14.815999984741213,14.40133285522461,14.444000244140623,76477500,-1,14.509570123878389 +1564,1564,2019-08-19,15.121999740600586,15.18866729736328,14.779999732971191,14.947333335876465,79644000,-1,14.595615107066386 +1565,1565,2019-08-20,15.057332992553713,15.272666931152344,14.969332695007324,15.174667358398438,61878000,-1,14.911733966279312 +1566,1566,2019-08-21,14.722000122070312,14.881333351135254,14.506667137145996,14.800666809082031,116914500,-1,15.055542453524819 +1567,1567,2019-08-22,14.8100004196167,15.026666641235352,14.54800033569336,14.853333473205566,98385000,1,14.76511860077629 +1568,1568,2019-08-23,14.09333324432373,14.744667053222656,14.06666660308838,14.664667129516602,128079000,-1,14.756043062140924 +1569,1569,2019-08-26,14.333333015441896,14.334667205810549,14.102666854858398,14.239999771118164,75778500,1,14.391078839626879 +1570,1570,2019-08-27,14.272000312805176,14.58666706085205,14.135333061218262,14.38266658782959,81243000,1,14.323052726775401 +1571,1571,2019-08-28,14.37266731262207,14.483332633972168,14.154000282287598,14.246000289916992,48382500,1,14.302740812753493 +1572,1572,2019-08-29,14.780667304992676,14.893333435058594,14.533332824707031,14.600000381469728,77692500,1,14.331446956581754 +1573,1573,2019-08-30,15.040666580200195,15.496000289916992,14.947333335876465,15.276666641235352,139809000,1,14.6029803323049 +1574,1574,2019-09-03,15.000666618347168,15.263333320617676,14.87733268737793,14.93866729736328,80311500,-1,14.905163318069645 +1575,1575,2019-09-04,14.711999893188477,15.230667114257812,14.61400032043457,15.12600040435791,86415000,-1,15.062013916183293 +1576,1576,2019-09-05,15.305333137512209,15.31999969482422,14.723333358764648,14.833333015441896,110929500,1,14.9049354462464 +1577,1577,2019-09-06,15.16333293914795,15.309332847595217,15.011333465576172,15.146666526794434,62841000,1,15.014383970441273 +1578,1578,2019-09-09,15.452667236328123,15.583999633789062,15.281999588012695,15.333333015441896,72040500,-1,15.140283031382573 +1579,1579,2019-09-10,15.702667236328123,15.702667236328123,15.262666702270508,15.386667251586914,73255500,-1,15.349677630499531 +1580,1580,2019-09-11,16.47333335876465,16.544666290283203,15.733332633972168,15.825332641601562,150642000,1,15.508181240198322 +1581,1581,2019-09-12,16.391332626342773,16.899999618530273,16.293333053588867,16.51333236694336,128718000,1,15.887568674714874 +1582,1582,2019-09-13,16.34666633605957,16.56333351135254,16.32466697692871,16.464000701904297,79696500,-1,16.29255460099178 +1583,1583,2019-09-16,16.187332153320312,16.495332717895508,16.077999114990234,16.399999618530273,70921500,1,16.44535959407727 +1584,1584,2019-09-17,16.319332122802734,16.373332977294922,16.024667739868164,16.1646671295166,57981000,-1,16.33575127431109 +1585,1585,2019-09-18,16.232667922973633,16.544666290283203,16.158000946044922,16.333332061767578,62553000,-1,16.289447980842098 +1586,1586,2019-09-19,16.440000534057617,16.529333114624023,16.32266616821289,16.399999618530273,71937000,1,16.291316724036147 +1587,1587,2019-09-20,16.041332244873047,16.463333129882812,15.87733268737793,16.432666778564453,95295000,1,16.38886389260376 +1588,1588,2019-09-23,16.082000732421875,16.345333099365234,15.947999954223633,16.0,65103000,-1,16.141782881355244 +1589,1589,2019-09-24,14.880666732788086,16.132667541503906,14.84066677093506,16.101333618164062,193372500,-1,16.12187045626161 +1590,1590,2019-09-25,15.24666690826416,15.26533317565918,14.557332992553713,14.970666885375977,141406500,-1,15.275532971020574 +1591,1591,2019-09-26,16.17066764831543,16.220666885375977,15.15999984741211,15.37733268737793,178267500,1,15.154459948786565 +1592,1592,2019-09-27,16.142000198364258,16.58066749572754,15.915332794189451,16.14666748046875,166746000,-1,15.70814840139187 +1593,1593,2019-09-30,16.058000564575195,16.26533317565918,15.740667343139648,16.200000762939453,88197000,-1,16.13036812069418 +1594,1594,2019-10-01,16.312667846679688,16.39666748046875,15.94200038909912,16.100000381469727,92439000,1,16.193348381082387 +1595,1595,2019-10-02,16.208667755126953,16.309999465942383,15.961999893188477,16.21933364868164,84471000,-1,16.240944394925314 +1596,1596,2019-10-03,15.535332679748535,15.631999969482422,14.95199966430664,15.457332611083984,226267500,-1,16.171092849094464 +1597,1597,2019-10-04,15.428667068481444,15.652000427246094,15.204667091369627,15.440667152404783,119925000,-1,15.527344872046458 +1598,1598,2019-10-07,15.847999572753906,15.904000282287598,15.236666679382324,15.31999969482422,120963000,1,15.501135484700283 +1599,1599,2019-10-08,16.003332138061523,16.262666702270508,15.633333206176758,15.724666595458984,130173000,-1,15.619533653507771 +1600,1600,2019-10-09,16.302000045776367,16.48666763305664,16.043333053588867,16.08799934387207,103416000,-1,15.805130442981747 +1601,1601,2019-10-10,16.31599998474121,16.618667602539062,16.10533332824707,16.351999282836914,94249500,1,16.12586206768647 +1602,1602,2019-10-11,16.525999069213867,16.738666534423828,16.45400047302246,16.476667404174805,127131000,1,16.253638051291233 +1603,1603,2019-10-14,17.130666732788086,17.23666763305664,16.475332260131836,16.52666664123535,153075000,-1,16.371959615346206 +1604,1604,2019-10-15,17.19266700744629,17.333332061767578,16.941333770751953,17.18000030517578,96492000,1,16.643912131969596 +1605,1605,2019-10-16,17.316667556762695,17.47333335876465,17.128000259399414,17.159332275390625,100261500,0,16.983586770477277 +1606,1606,2019-10-17,17.46466636657715,17.652000427246094,17.344667434692383,17.5,71539500,1,17.15804237902044 +1607,1607,2019-10-18,17.1299991607666,17.520000457763672,17.00666618347168,17.3799991607666,86247000,1,17.300112751778247 +1608,1608,2019-10-21,16.899999618530273,17.299999237060547,16.678667068481445,17.222000122070312,75304500,1,17.14832098098195 +1609,1609,2019-10-22,17.038667678833008,17.222000122070312,16.72333335876465,16.954666137695312,69012000,1,16.939010088642895 +1610,1610,2019-10-23,16.978666305541992,17.076000213623047,16.75666618347168,16.96666717529297,78916500,1,16.926696269233283 +1611,1611,2019-10-24,19.978666305541992,20.32866668701172,19.280000686645508,19.891332626342773,445813500,1,16.910800115374897 +1612,1612,2019-10-25,21.875333786010746,22.0,19.74066734313965,19.847999572753903,450091500,1,19.000017493057285 +1613,1613,2019-10-28,21.84733390808105,22.7226676940918,21.50666618347168,21.836000442504883,283054500,1,20.558933190470178 +1614,1614,2019-10-29,21.08133316040039,21.6200008392334,20.983333587646484,21.332666397094727,190264500,-1,21.651666599489005 +1615,1615,2019-10-30,21.000667572021484,21.252666473388672,20.6646671295166,20.86666679382324,144627000,-1,21.6815786308081 +1616,1616,2019-10-31,20.994667053222656,21.26666641235352,20.86666679382324,20.87333297729492,76005000,-1,21.43363320594772 +1617,1617,2019-11-01,20.88733291625977,21.09866714477539,20.65333366394043,21.08799934387207,95758500,1,21.187203851054683 +1618,1618,2019-11-04,21.1646671295166,21.46266746520996,20.617332458496094,20.98666763305664,131805000,-1,20.854111333259226 +1619,1619,2019-11-05,21.14800071716309,21.567333221435547,21.07466697692871,21.308000564575195,104151000,1,20.914758988038553 +1620,1620,2019-11-06,21.77199935913086,21.781333923339844,20.96666717529297,21.200000762939453,119113500,1,21.13733767783041 +1621,1621,2019-11-07,22.36933326721192,22.76666641235352,21.86800003051757,21.94266700744629,217009500,1,21.450000642926963 +1622,1622,2019-11-08,22.47599983215332,22.497333526611328,22.166667938232425,22.299999237060547,91038000,-1,22.04570639255381 +1623,1623,2019-11-11,23.006000518798828,23.279333114624023,22.799999237060547,22.93000030517578,149800500,1,22.581401605850132 +1624,1624,2019-11-12,23.32866668701172,23.357999801635746,22.93600082397461,23.12666702270508,110391000,1,23.034692929044652 +1625,1625,2019-11-13,23.073999404907227,23.755332946777344,23.011999130249023,23.666667938232425,126301500,1,23.31405528619427 +1626,1626,2019-11-14,23.290000915527344,23.589332580566406,22.86066627502441,23.073999404907227,96973500,-1,23.275431437061567 +1627,1627,2019-11-15,23.47800064086914,23.520000457763672,23.224000930786133,23.3759994506836,72135000,-1,23.260291132948268 +1628,1628,2019-11-18,23.332666397094727,23.543333053588867,23.07333374023437,23.527999877929688,66006000,1,23.30117840364336 +1629,1629,2019-11-19,23.968000411987305,23.99933242797852,23.18666648864746,23.450000762939453,115872000,1,23.174101438405284 +1630,1630,2019-11-20,23.481332778930664,24.07999992370605,23.30466651916504,24.0,100876500,1,23.492624727770206 +1631,1631,2019-11-21,23.655332565307617,24.05599975585937,23.600000381469727,23.63400077819824,91650000,-1,23.45784349928182 +1632,1632,2019-11-22,22.202667236328125,22.733333587646484,22.0,22.67733383178711,253059000,-1,23.562193983267015 +1633,1633,2019-11-25,22.422666549682617,22.971332550048828,22.297332763671875,22.954666137695312,185092500,1,22.180150039856123 +1634,1634,2019-11-26,21.92799949645996,22.36666679382324,21.80666732788086,22.351333618164062,119211000,1,22.762357813566194 +1635,1635,2019-11-27,22.086000442504883,22.261999130249023,21.90466690063477,22.07466697692871,83334000,1,22.568670891479925 +1636,1636,2019-11-29,21.996000289916992,22.083999633789062,21.83333206176757,22.073999404907227,36984000,-1,22.348702347772136 +1637,1637,2019-12-02,22.32466697692871,22.42533302307129,21.91266632080078,21.959999084472656,91117500,1,22.097522769810382 +1638,1638,2019-12-03,22.413333892822266,22.527332305908203,22.145999908447266,22.17466735839844,98605500,1,22.21257121067594 +1639,1639,2019-12-04,22.20199966430664,22.52400016784668,22.190000534057617,22.51666641235352,82995000,1,22.338385108013615 +1640,1640,2019-12-05,22.024667739868164,22.294666290283203,21.81666755676269,22.18866729736328,55869000,1,22.278865521951175 +1641,1641,2019-12-06,22.392667770385746,22.59066772460937,22.31800079345703,22.33333206176757,114186000,1,22.081735149468237 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+1656,1656,2019-12-30,27.64666748046875,28.600000381469727,27.28400039672852,28.586000442504883,188796000,1,27.04583820158953 +1657,1657,2019-12-31,27.8886661529541,28.086000442504883,26.80533218383789,27.0,154285500,1,26.62462423834459 From 48b1670e1c894a7efd604d1ae285e3f966050b7c Mon Sep 17 00:00:00 2001 From: mega5800 Date: Thu, 30 Jul 2026 17:20:59 +0300 Subject: [PATCH 14/17] deleted old csv file for RL part --- ...RL training data - 1 Sentiment 12.2024.csv | 1511 ----------------- 1 file changed, 1511 deletions(-) delete mode 100644 Data/TESLA data/5. RL training data/TESLA RL training data - 1 Sentiment 12.2024.csv diff --git a/Data/TESLA data/5. RL training data/TESLA RL training data - 1 Sentiment 12.2024.csv b/Data/TESLA data/5. RL training data/TESLA RL training data - 1 Sentiment 12.2024.csv deleted file mode 100644 index bc08145..0000000 --- a/Data/TESLA data/5. RL training data/TESLA RL training data - 1 Sentiment 12.2024.csv +++ /dev/null @@ -1,1511 +0,0 @@ -,Unnamed: 0,Date,Adj Close,Close,High,Low,Open,Volume,Sentiment,Predicted_Close -148,148,2014-01-02,-1.5996259700363078,-1.5996259700363078,-1.6097506555234673,-1.6067735985408729,-1.6047155766891752,-0.1912123492745887,0,-1.531688627828811 -149,149,2014-01-03,-1.6082006861410263,-1.6082006861410263,-1.6143025673752665,-1.5737606408642526,-1.6015369511630926,-0.5303974529765606,0,-1.5663961930470214 -150,150,2014-01-06,-1.648850914490177,-1.648850914490177,-1.6423994857856696,-1.62786982415892,-1.6015369511630926,-0.3791109941739066,0,-1.5516505188613274 -151,151,2014-01-07,-1.611376708832387,-1.611376708832387,-1.6423994857856696,-1.6277087965784731,-1.6393626176587988,-0.453380130982896,0,-1.5810315127250585 -152,152,2014-01-08,-1.58088898078282,-1.58088898078282,-1.590600606081836,-1.571184199577101,-1.619814104776376,-0.1969358423864741,0,-1.576942675621689 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-219,219,2014-04-15,-0.903967513935632,-0.903967513935632,-0.8749921008453652,-0.9985284268093342,-0.8213425086821369,1.5055989479311576,-1,-0.7819010735385351 -220,220,2014-04-16,-0.8213966027306225,-0.8213966027306225,-0.8640043712401967,-0.8938531277268311,-0.8545592704739777,0.039044687107532,-1,-0.9026278919422084 -221,221,2014-04-17,-0.8371168020138657,-0.8371168020138657,-0.8279023122699818,-0.841353989868136,-0.8130782187262603,-0.2506276587217802,0,-0.838934273290479 -222,222,2014-04-21,-0.7377144697400223,-0.7377144697400223,-0.7665285201162448,-0.8426424408802106,-0.8532876838516059,-0.402481924380772,1,-0.8066552222807344 -223,223,2014-04-22,-0.5112798615427115,-0.5112798615427115,-0.5604321335283455,-0.6653384045406442,-0.7057995503826637,0.6301316245552231,0,-0.7633051472649469 -224,224,2014-04-23,-0.6803911444398941,-0.6803911444398941,-0.6010863288921843,-0.633291381978207,-0.5473448064512281,0.0602579512603137,-1,-0.5881836267330134 -225,225,2014-04-24,-0.6824554910440341,-0.6824554910440341,-0.6629307607085781,-0.6944862395495391,-0.6350749619124011,-0.3486538343999448,1,-0.5876527691149149 -226,226,2014-04-25,-0.8096463182361725,-0.8096463182361725,-0.7586803342912595,-0.7838629970155835,-0.7750934049686804,-0.0076290364834383,0,-0.6372930510671649 -227,227,2014-04-28,-0.8309239893522604,-0.8309239893522604,-0.8043573057113779,-0.8990062406696336,-0.8068798875827377,0.0026596237534032,0,-0.7503440341752714 -228,228,2014-04-29,-0.6973815710790298,-0.6973815710790298,-0.7516166975985842,-0.8180036084923293,-0.8353285974088392,-0.2841736877942198,0,-0.8208084262344436 -229,229,2014-04-30,-0.6819791557855744,-0.6819791557855744,-0.7357633712137868,-0.7254058386803484,-0.7496646281132501,-0.5881774786774991,0,-0.7549319096164533 -230,230,2014-05-01,-0.6845196104973594,-0.6845196104973594,-0.6437811603505947,-0.6543873772277556,-0.6943564075474733,-0.3612137220621378,0,-0.7034464073409735 -231,231,2014-05-02,-0.6340244386875976,-0.6340244386875976,-0.6855340388582204,-0.6410213969451586,-0.6701987626079531,-0.6685335049864302,0,-0.6610346435736085 -232,232,2014-05-05,-0.5435141522066315,-0.5435141522066315,-0.5861745063745236,-0.6088135771707732,-0.656212901234482,-0.4277379733506791,0,-0.637337741067566 -233,233,2014-05-06,-0.6916650936758841,-0.6916650936758841,-0.570948774387209,-0.6357070260534105,-0.5430537415646474,-0.3165159663312231,0,-0.5803464307426648 -234,234,2014-05-07,-0.7858277381066715,-0.7858277381066715,-0.703742135349067,-0.790304791338959,-0.6536699553429697,0.715211803908885,-1,-0.6174117212087052 -235,235,2014-05-08,-1.1472335432017764,-1.1472335432017764,-0.951748579721243,-1.1003052294437912,-1.0929564122834072,2.9585712687511823,-1,-0.7312991223643196 -236,236,2014-05-09,-1.0889575473847288,-1.0889575473847288,-1.1244111378309818,-1.112866302192651,-1.1269675462652295,0.3327143932054626,1,-1.070584473263161 -237,237,2014-05-12,-1.0506894496295052,-1.0506894496295052,-1.0649212515788136,-1.0700299710032684,-1.0632361158349342,-0.0063571491252416,0,-1.0797471150787403 -238,238,2014-05-13,-0.963513737108572,-0.963513737108572,-0.9997803212474108,-1.019785680007828,-1.0649844621832336,0.0151967991413427,0,-1.0463813224325744 -239,239,2014-05-14,-0.9562092483597456,-0.9562092483597456,-0.9661893134925996,-0.9537595342860888,-0.9824988910604958,-0.3687541971143044,0,-0.9906797655192502 -240,240,2014-05-15,-0.9884435390236644,-0.9884435390236644,-0.9790607244575124,-0.9827465720830356,-0.966129231057387,-0.2248265151697888,-1,-0.94157457183847 -241,241,2014-05-16,-0.9412829411739354,-0.9412829411739354,-0.9887925916422426,-0.9437751331928792,-0.9824988910604958,-0.5774799975040942,1,-0.9583051374953144 -242,242,2014-05-19,-0.8693510926777843,-0.8693510926777843,-0.9126639317056716,-0.9070580804289812,-0.9543680210516802,-0.5584016871311428,0,-0.9328624052269342 -243,243,2014-05-20,-0.8818954964204819,-0.8818954964204819,-0.8743642819060581,-0.8576191577042738,-0.8555130172790644,-0.3370932868049064,0,-0.8845930337269898 -244,244,2014-05-21,-0.8159976821664501,-0.8159976821664501,-0.8658880525999415,-0.829920340550903,-0.867591612395593,-0.3963041857838164,0,-0.8585157630395805 -245,245,2014-05-22,-0.7297748673132505,-0.7297748673132505,-0.7558549245225541,-0.7531046558337188,-0.8013172360737856,-0.1852844456944216,0,-0.8207326319937633 -246,246,2014-05-23,-0.6913477639877253,-0.6913477639877253,-0.7420417851486804,-0.7057590916548232,-0.7348839398433352,-0.6867033243892411,0,-0.7412346628401701 -247,247,2014-05-27,-0.623703159968527,-0.623703159968527,-0.646135481372996,-0.6220185298729224,-0.6714703492303249,-0.3836534490246093,0,-0.6907885308006867 -248,248,2014-05-28,-0.644663501396456,-0.644663501396456,-0.6634018494548822,-0.6613122542924722,-0.6476305441080895,-0.3486765466741984,0,-0.6245951322865186 -249,249,2014-05-29,-0.644663501396456,-0.644663501396456,-0.6677968065718547,-0.6216967050805273,-0.6388892670730544,-0.7580880023680342,0,-0.6309331277300767 -250,250,2014-05-30,-0.6838847239702279,-0.6838847239702279,-0.6315377928668122,-0.632969326817313,-0.643180331959635,-0.3291439908161767,0,-0.6220147912500235 -251,251,2014-06-02,-0.7326331060148229,-0.7326331060148229,-0.7170841859766364,-0.7191253023059188,-0.6903831824781778,-0.5365070547507557,0,-0.6422700274451728 -252,252,2014-06-03,-0.728821969645516,-0.728821969645516,-0.7382746469710149,-0.7043098434308002,-0.7514127471083183,-0.7198632447993709,1,-0.7028075190952388 -253,253,2014-06-04,-0.7439072824016276,-0.7439072824016276,-0.7655867917072843,-0.739577417602177,-0.7377447255521328,-0.8182982414140988,0,-0.7166065398991021 -254,254,2014-06-05,-0.6976993550688176,-0.6976993550688176,-0.7194387315408616,-0.6807979737375499,-0.7358374592951906,-0.6758468572960615,0,-0.7361165256475618 -255,255,2014-06-06,-0.6775329057383214,-0.6775329057383214,-0.6941672228991632,-0.6303926551616624,-0.6519218363479014,-0.8986088431745228,1,-0.7054743799725105 -256,256,2014-06-09,-0.7229469409736989,-0.7229469409736989,-0.7070384093222527,-0.678382560030845,-0.6805294660826452,-0.9595004504481928,-1,-0.6598232466294014 -257,257,2014-06-10,-0.7707426525013742,-0.7707426525013742,-0.7544421073672896,-0.7210576332712828,-0.736473138929761,-0.7984704259907814,-1,-0.6821580575098841 -258,258,2014-06-11,-0.7362852368138285,-0.7362852368138285,-0.7853644355463986,-0.7580969715645732,-0.783040082460503,-0.6933580207455206,0,-0.7370846302295851 -259,259,2014-06-12,-0.7513703224191249,-0.7513703224191249,-0.7087651359471708,-0.7023772820969376,-0.7258248229910155,-0.2354331472461796,1,-0.7555886142756814 -260,260,2014-06-13,-0.7053211735058019,-0.7053211735058019,-0.7572675171359949,-0.7205745505299418,-0.7309104874208084,-0.7917475928117413,1,-0.731367527858267 -261,261,2014-06-16,-0.4164823305847935,-0.4164823305847935,-0.4637408315367032,-0.6452083444052791,-0.6994420719772672,1.4118199675384,0,-0.7130577367605805 -262,262,2014-06-17,-0.3043765889979521,-0.3043765889979521,-0.3059898714028017,-0.3780442374898293,-0.4236960233980592,1.4251066479767056,0,-0.5258097335864634 -263,263,2014-06-18,-0.3766262214838906,-0.3766262214838906,-0.3661080256779242,-0.3253843024191848,-0.306245798841644,-0.0204614714366735,1,-0.3188246002885144 -264,264,2014-06-19,-0.3659871587750321,-0.3659871587750321,-0.3096002793874646,-0.3112129538658552,-0.347885770498003,0.4003742582066796,1,-0.2890749735081411 -265,265,2014-06-20,-0.3374049989101178,-0.3374049989101178,-0.3727005736242959,-0.3240960817756089,-0.3536073419155981,-0.4829515120609707,0,-0.3022174982061116 -266,266,2014-06-23,-0.2162482059600978,-0.2162482059600978,-0.2518366706765668,-0.2915659764718314,-0.3378731341938275,0.1727972701864735,0,-0.3251485630719465 -267,267,2014-06-24,-0.2911970715773083,-0.2911970715773083,-0.2064733841842774,-0.2366516552749298,-0.1875242150160878,0.2374818272604802,0,-0.2771470932277402 -268,268,2014-06-25,-0.2214881209539695,-0.2214881209539695,-0.2744397242843856,-0.2590363319050506,-0.2816113941761953,-0.2790634260871792,0,-0.2661097356886662 -269,269,2014-06-26,-0.2419721271234388,-0.2419721271234388,-0.2297044812732274,-0.1951035447291224,-0.2161318447508311,-0.4335523155595786,0,-0.2664736612585996 -270,270,2014-06-27,-0.187030932417239,-0.187030932417239,-0.2359831197499452,-0.1904335145276609,-0.2555467103329638,-0.3169020749935328,0,-0.2480050121061538 -271,271,2014-06-30,-0.1711519547145089,-0.1711519547145089,-0.1655052793507851,-0.1179658048510451,-0.1783059509018937,-0.5000538545738664,0,-0.2351285269805713 -272,272,2014-07-01,-0.1765508752786814,-0.1765508752786814,-0.1819866492167133,-0.1227970930014517,-0.1320570745416684,-0.6119118052724208,0,-0.189521070664521 -273,273,2014-07-02,-0.3399456807727175,-0.3399456807727175,-0.1994101965752496,-0.3100857608027261,-0.160664476923181,0.2264663742475261,0,-0.1754675701017067 -274,274,2014-07-03,-0.3428039194742908,-0.3428039194742908,-0.363125661174392,-0.3595246835274336,-0.3095833442763692,-0.4232636553227369,0,-0.28646314091803 -275,275,2014-07-07,-0.4474463938928201,-0.4474463938928201,-0.396402310375902,-0.4174989894898252,-0.3698183093632968,-0.2581454214996932,1,-0.3519086969654853 -276,276,2014-07-08,-0.5044519352031605,-0.5044519352031605,-0.5348464908751703,-0.5162158073587922,-0.5104726594073764,0.1830405058748081,1,-0.4149467431046635 -277,277,2014-07-09,-0.4410945756609135,-0.4410945756609135,-0.4836756546524676,-0.4366624234055109,-0.4688326877510173,-0.6620377945499253,0,-0.5017887391975118 -278,278,2014-07-10,-0.4982591225415551,-0.4982591225415551,-0.515068847036056,-0.4877118523031865,-0.5338354774504533,-0.4920364217623761,-1,-0.4618062046786188 -279,279,2014-07-11,-0.5193782423889708,-0.5193782423889708,-0.5248009387626105,-0.4625897068054662,-0.479322311134352,-0.8467112965052442,-1,-0.4853966556037057 -280,280,2014-07-14,-0.3832953694039551,-0.3832953694039551,-0.4119419518328697,-0.4972134010235535,-0.4891758001766538,0.0392718098500671,0,-0.4929143478845197 -281,281,2014-07-15,-0.4963535543569016,-0.4963535543569016,-0.4298361388540629,-0.4545378670461191,-0.3820562790949305,-0.297937325991849,0,-0.4462410052655685 -282,282,2014-07-16,-0.5347808848332407,-0.5347808848332407,-0.4745716064070445,-0.4751507795543268,-0.4600914107159822,-0.6781407969956664,-1,-0.4474619360765278 -283,283,2014-07-17,-0.5627279310202079,-0.5627279310202079,-0.5412823086285387,-0.5270055767227354,-0.5500464448981517,-0.5407542500361627,1,-0.4836852669350106 -284,284,2014-07-18,-0.489366849597864,-0.489366849597864,-0.5309226225045015,-0.4894833860566019,-0.5533842176861081,-0.6306267192573161,0,-0.532111202403027 -285,285,2014-07-21,-0.4811096903321186,-0.4811096903321186,-0.4995292055790888,-0.4767612857272948,-0.5327232654431866,-0.7286301826612271,-1,-0.5071958717260475 -286,286,2014-07-22,-0.4963535543569016,-0.4963535543569016,-0.4981163884238243,-0.4382729295784794,-0.4542109193897443,-0.9766936420581024,0,-0.4881228648015102 -287,287,2014-07-23,-0.4501456270240912,-0.4501456270240912,-0.475356604623002,-0.4331195862671784,-0.4888581877126003,-0.896451177120439,0,-0.4715851215997301 -288,288,2014-07-24,-0.4334727572239292,-0.4334727572239292,-0.4698625152785942,-0.4110571951664497,-0.437364272307476,-0.8596118682812399,0,-0.4557181455106375 -289,289,2014-07-25,-0.4329964219654695,-0.4329964219654695,-0.4405099589895769,-0.3957586535499905,-0.445787709525226,-0.8955881106988055,0,-0.4387709227318485 -290,290,2014-07-28,-0.413147756624761,-0.413147756624761,-0.3615558892843007,-0.4013948492341341,-0.4214711446770628,-0.1171930474823879,0,-0.4276608098721214 -291,291,2014-07-29,-0.4101307395037017,-0.4101307395037017,-0.419633407464852,-0.3456751597664985,-0.3839633179986414,-0.8285187648281799,0,-0.4098189528719685 -292,292,2014-07-30,-0.348043834468162,-0.348043834468162,-0.3992277201446074,-0.4071923028672231,-0.4585019842763253,-0.4775232785143809,1,-0.3965274317126606 -293,293,2014-07-31,-0.4372836664424213,-0.4372836664424213,-0.3709738469993778,-0.3997843430611655,-0.3418463592631229,0.1632581149999978,1,-0.3900935017349081 -294,294,2014-08-01,-0.2789702246735842,-0.2789702246735842,-0.2752247225003428,-0.3273168637530474,-0.3922276079545171,1.1050679914704455,1,-0.4045272397178022 -295,295,2014-08-04,-0.195605648521957,-0.195605648521957,-0.2281349339249599,-0.2102412891336331,-0.260473682207346,-0.2431553204923742,1,-0.3191724970449705 -296,296,2014-08-05,-0.1960819837804171,-0.1960819837804171,-0.1890502859093886,-0.1712696198749786,-0.211363792785092,-0.3728651187541903,0,-0.2252465996085354 -297,297,2014-08-06,-0.030305274843267,-0.030305274843267,-0.0567277891520113,-0.1247296543353146,-0.1886364270233549,0.5039876533512085,0,-0.1963659400926289 -298,298,2014-08-07,0.0246361470137479,0.0246361470137479,0.0259934187309308,0.0450058553547444,-0.0103153303922101,0.1018895499670041,-1,-0.1100493494378301 -299,299,2014-08-08,-0.0430084570054508,-0.0430084570054508,-0.051390879084254,0.002813404118651,0.0062132495195421,-0.4406612574009284,-1,-0.0058380521332374 -300,300,2014-08-11,0.1346775419964498,0.1346775419964498,0.1366543657476257,0.1396969837125364,0.0748716518242197,0.2432507449208726,1,-0.0182061196071729 -301,301,2014-08-12,0.1448402694468485,0.1448402694468485,0.0826578952143938,0.1329333645967653,0.1161940110165253,-0.1471732494970258,-1,0.0743224351038026 -302,302,2014-08-13,0.1503977412796929,0.1503977412796929,0.166478010782947,0.2139359967740697,0.1786538548244489,-0.0221876042799406,-1,0.1145491408882206 -303,303,2014-08-14,0.1673881679188285,0.1673881679188285,0.1250388172031507,0.1638529637275746,0.1862824651457548,-0.6594940198335317,0,0.1475253559042232 -304,304,2014-08-15,0.177391889798926,0.177391889798926,0.1107552627084446,0.19606078350196,0.170230417606699,-0.7182506733273715,0,0.1627701131177305 -305,305,2014-08-18,0.144522258306246,0.144522258306246,0.1919064741594716,0.2161908436373247,0.1983612876155151,-0.2682523835425068,0,0.1718976434896615 -306,306,2014-08-19,0.0940270864964841,0.0940270864964841,0.0674326123107272,0.0852659756254738,0.1287493658589821,-0.3850843223025806,0,0.1681317363291911 -307,307,2014-08-20,0.0773542166963216,0.0773542166963216,0.0581711602468297,0.1074891639381511,0.0619984571644778,-0.9090337770568856,0,0.0972189397026605 -308,308,2014-08-21,0.0555999831709598,0.0555999831709598,0.0591128886557902,0.1116763417667701,0.0914006864424344,-0.9345396610435812,0,0.0833567570315635 -309,309,2014-08-22,0.0943450976370867,0.0943450976370867,0.0300742418364264,0.1012088579322195,0.0599322709988931,-0.9532091504799696,0,0.0816581497029831 -310,310,2014-08-25,0.1859663787528297,0.1859663787528297,0.1357126373386651,0.1910686981396044,0.1179423573648248,-0.6160000146380532,0,0.0863440303150447 -311,311,2014-08-26,0.1731046453219741,0.1731046453219741,0.1642806444953724,0.2469491848191885,0.2258564779897609,-0.7295840981798747,0,0.1559363714997226 -312,312,2014-08-27,0.1970817767201479,0.1970817767201479,0.144502551572611,0.2248867937184598,0.2023349673912731,-0.9187546304373894,-1,0.1998461142872004 -313,313,2014-08-28,0.2067683960629017,0.2067683960629017,0.1482699142921007,0.2466271296582945,0.1767468159207381,-0.9505972389408154,0,0.2069739459011816 -314,314,2014-08-29,0.2995013532658654,0.2995013532658654,0.2663084074711253,0.341157000067141,0.2849792310694218,-0.132455695780749,1,0.2141447097088815 -315,315,2014-09-02,0.5284766433257772,0.5284766433257772,0.4686376558813587,0.4505027900881026,0.3930524989562308,0.640965379374149,1,0.2706066222890307 -316,316,2014-09-03,0.4819511591539923,0.4819511591539923,0.517454395623483,0.5439052370653216,0.5864718963213452,-0.0585953799083228,-1,0.4271540252675717 -317,317,2014-09-04,0.558963917073712,0.558963917073712,0.5711365076034138,0.5487365252157287,0.5283031174000022,0.2978510522263193,1,0.4987199960432987 -318,318,2014-09-05,0.4216108167328056,0.4216108167328056,0.4374016427744187,0.4216767798716045,0.5050989919123362,0.9401995926641904,-1,0.5312578617420332 -319,319,2014-09-08,0.4965596823500147,0.4965596823500147,0.4684809256883548,0.5023573568880132,0.426745793120769,-0.34720024884772,1,0.4237512690503611 -320,320,2014-09-09,0.4389188002109135,0.4389188002109135,0.4780558381382583,0.493983461967772,0.5120919225990734,-0.5613315705098461,1,0.4928297348170929 -321,321,2014-09-10,0.4805219262277985,0.4805219262277985,0.4140138154924664,0.4401961034654996,0.4566250094778854,-0.7379195028309142,0,0.4849212135861041 -322,322,2014-09-11,0.4679772953342866,0.4679772953342866,0.4670681085330911,0.520232570160122,0.4718822301204962,-0.7413717685174482,-1,0.4729121762649747 -323,323,2014-09-12,0.4503517550172056,0.4503517550172056,0.4293962776727836,0.493983461967772,0.472518364461529,-0.8416464593467107,0,0.4905765841702014 -324,324,2014-09-15,0.0479781647339754,0.0479781647339754,0.303980238331431,0.0451671133036899,0.3750929578070026,2.140656848333651,-1,0.4796124586451181 -325,325,2014-09-16,0.1572258947700592,0.1572258947700592,0.1165628124388583,0.098148642798231,0.0696270674857836,0.2884027461368577,-1,0.1426564101538517 -326,326,2014-09-17,0.1673881679188285,0.1673881679188285,0.1517233675419369,0.2121644630206542,0.1850111058766142,-0.4207653051548505,1,0.119965777490175 -327,327,2014-09-18,0.206132828083326,0.206132828083326,0.16585019184364,0.2575779266026846,0.2001096339638146,-0.7580652900937808,0,0.1883605011474361 -328,328,2014-09-19,0.1346775419964498,0.1346775419964498,0.1003953520425836,0.144044958753104,0.1147635044855109,-0.0498284420464666,0,0.2317942209473078 -329,329,2014-09-22,-0.012838285794857,-0.012838285794857,0.0154767778720669,-0.0260126060978487,0.0672430415029138,0.2688701902788359,0,0.1475548810978216 -330,330,2014-09-23,-0.0068042515527382,-0.0068042515527382,-0.0193698677613581,-0.0213425758963871,-0.0881919968110817,-0.3115192659954501,0,0.0023071883057095 -331,331,2014-09-24,0.0206664593757692,0.0206664593757692,-0.0344384204720217,0.0115098149367831,0.0055775698849718,-0.7451420060435315,0,-0.0298519203292084 -332,332,2014-09-25,-0.0617456734097532,-0.0617456734097532,-0.0011617712705118,-0.003627699099229,0.0278281759207816,-0.4987819672156696,0,-0.004882814547163 -333,333,2014-09-26,-0.0673031452425976,-0.0673031452425976,-0.0832551602141469,-0.0041110122090685,-0.0400358541939143,-0.7347170721611688,0,-0.0271402744852847 -334,334,2014-09-29,-0.0885808163586851,-0.0885808163586851,-0.1003643490193822,-0.0796387066511747,-0.1075815897848627,-0.4945801964787696,0,-0.0531540332337905 -335,335,2014-09-30,-0.1295488286976239,-0.1295488286976239,-0.1159039904763499,-0.099929563998488,-0.0611737935159949,-0.6341244094923572,0,-0.0957568914428709 -336,336,2014-10-01,-0.1682934888621214,-0.1682934888621214,-0.1942300167004953,-0.1719139605652647,-0.1361889921663752,-0.2472435298580067,0,-0.1191788610664455 -337,337,2014-10-02,0.0092335045694779,0.0092335045694779,-0.0352234186879793,-0.0155451222632981,-0.0090439711230695,0.446957132700636,-1,-0.1829697698490482 -338,338,2014-10-03,0.0694148414203641,0.0694148414203641,0.0230110542273987,0.0757641965366083,0.0364103056939428,-0.3688450462113184,0,-0.084290867419949 -339,339,2014-10-06,0.155320099434591,0.155320099434591,0.1170334521015148,0.1847879313966759,0.1328817381901514,0.1551271208172399,0,0.0311323838069515 -340,340,2014-10-07,0.1386472296344285,0.1386472296344285,0.1008664407888876,0.15145314892766,0.1233456342586722,-0.5779796675376715,1,0.1152163179042094 -341,341,2014-10-08,0.1340424283185035,0.1340424283185035,0.1231553603852296,0.101691710305062,0.1482981060946369,-0.4486105533896581,0,0.1400034329700379 -342,342,2014-10-09,0.0979972284360923,0.0979972284360923,0.1649084634346795,0.1300344074117223,0.1824683873383331,0.0751799154448721,-1,0.1269569619795963 -343,343,2014-10-10,-0.2211707912658111,-0.2211707912658111,-0.1435298201404491,-0.1791606624223772,-0.0974098062188132,1.330487313436568,1,0.100614471036473 -344,344,2014-10-13,-0.4167998874237666,-0.4167998874237666,-0.2523075348810467,-0.4078366435575096,-0.1938812387150218,0.962639319626662,0,-0.1644456306127711 -345,345,2014-10-14,-0.3775788920008095,-0.3775788920008095,-0.3541785676637957,-0.3756285934146258,-0.3578984068021787,0.0170364933558773,0,-0.3336815823685409 -346,346,2014-10-15,-0.3356584362957657,-0.3356584362957657,-0.3774096647527461,-0.4670989397949792,-0.4890168802680116,0.4808211336126247,0,-0.3541958120126817 -347,347,2014-10-16,-0.3888528412367995,-0.3888528412367995,-0.3942049440883274,-0.4384339571589264,-0.4934670924164656,-0.3704349054090644,0,-0.3769779995905135 -348,348,2014-10-17,-0.3709097440807449,-0.3709097440807449,-0.3180765086935803,-0.3184596557229672,-0.276366582484528,0.7992699309211387,-1,-0.3845690132653189 -349,349,2014-10-20,-0.3234313622412273,-0.3234313622412273,-0.3552774753494067,-0.3352076759319479,-0.3822149716503419,-0.8030810176642447,1,-0.3490382284463859 -350,350,2014-10-21,-0.2461008203317189,-0.2461008203317189,-0.3083444169670268,-0.2500178659260245,-0.2622218012024143,-0.6586536656861518,1,-0.3212418526168789 -351,351,2014-10-22,-0.3134276403611298,-0.3134276403611298,-0.2769512245834371,-0.2538827582252511,-0.2793865154551989,-0.6617652472588831,0,-0.2737338497571021 -352,352,2014-10-23,-0.2468947124291521,-0.2468947124291521,-0.29437454740015,-0.2306931740613933,-0.2560234700588916,-0.8035352631493149,-1,-0.2864704402847622 -353,353,2014-10-24,-0.2476886045265849,-0.2476886045265849,-0.270515631371893,-0.2435765323396459,-0.2304355459415878,-0.8101445349570874,0,-0.2690126491480568 -354,354,2014-10-27,-0.4631665931760632,-0.4631665931760632,-0.3205877844508084,-0.4189482377138487,-0.2625396410196994,0.5730329670818899,0,-0.261136215337356 -355,355,2014-10-28,-0.1281195957714301,-0.1281195957714301,-0.163778552725867,-0.2910828937304904,-0.3364426276628131,0.7917521681432257,-1,-0.3935222973256858 -356,356,2014-10-29,-0.202274796442022,-0.202274796442022,-0.2124381131913416,-0.1720749881457117,-0.1531950138637489,-0.4696421193484117,1,-0.2416233843255374 -357,357,2014-10-30,-0.1933822963475157,-0.1933822963475157,-0.2281349339249599,-0.1814152789171337,-0.2007152494931148,-0.8634956671785908,0,-0.1873471553883407 -358,358,2014-10-31,-0.1451104767121951,-0.1451104767121951,-0.187009649814817,-0.1219917247307186,-0.1312622476452243,-0.739282239286125,0,-0.1894340890270736 -359,359,2014-11-03,-0.1309780616238176,-0.1309780616238176,-0.1173168076316144,-0.0806048721338568,-0.1234744900620447,-0.6419601441098193,1,-0.1603118204723316 -360,360,2014-11-04,-0.1890950518705643,-0.1890950518705643,-0.1990958380219485,-0.1577423816434361,-0.1633663427233359,-0.7603365175191321,0,-0.1336612366664428 -361,361,2014-11-05,-0.3154919869652698,-0.3154919869652698,-0.2146354794789162,-0.2543660713350906,-0.1552607453228711,0.457790887519562,1,-0.1781307217089451 -362,362,2014-11-06,-0.1527322951491795,-0.1527322951491795,-0.1309729922706611,-0.2870572042193154,-0.2587253358590465,1.890662845625227,1,-0.2703504294133984 -363,363,2014-11-07,-0.168929056841697,-0.168929056841697,-0.1914048314736137,-0.1469530730164895,-0.1363481394282491,-0.4245582549551873,0,-0.2166425827979703 -364,364,2014-11-10,-0.1414578916115601,-0.1414578916115601,-0.1907770125343067,-0.1533944066028685,-0.1852988815886297,-0.5571525120471995,0,-0.1524264635582174 -365,365,2014-11-11,0.0038345840053054,0.0038345840053054,-0.0504491506752935,-0.0696540751894666,-0.1306265680106541,0.2086145266842644,0,-0.1516868887415788 -366,366,2014-11-12,-0.0276058145611807,-0.0276058145611807,-0.0422870553806546,-0.0120020547564671,-0.0166725814443754,-0.2633465323037478,0,-0.0780900702776225 -367,367,2014-11-13,0.013679754616731,0.013679754616731,0.0112383264062731,0.0632031237877481,-0.0023688802536191,-0.1804013067299162,0,-0.0402459001395906 -368,368,2014-11-14,0.124514814546051,0.124514814546051,0.0598978868717478,0.0350216846300333,-0.0122223692959209,-0.211040164697906,0,0.0009364044750717 -369,369,2014-11-17,0.0498835057678141,0.0498835057678141,0.0622524324359729,0.0917070788433539,0.1068170543469199,-0.6824107045553269,-1,0.0516944764415218 -370,370,2014-11-18,0.1089536208331092,0.1089536208331092,0.0777920738929406,0.147910081420829,0.0809110630590998,-0.5808187018193607,-1,0.0666224672080191 -371,371,2014-11-19,-0.0492010425162414,-0.0492010425162414,-0.049507422266333,-0.011679999595573,-0.0025280275154929,0.2017327075854498,0,0.0956558324552964 -372,372,2014-11-20,-0.0337984000719713,-0.0337984000719713,-0.0644192447839936,-0.005238435640696,-0.0448034514531914,-0.782004027156984,0,-0.0325021211467473 -373,373,2014-11-21,-0.1279610445027582,-0.1279610445027582,-0.0353805979646299,-0.0669163759533691,0.0229009766931682,0.1032977109707219,0,-0.0423131254881466 -374,374,2014-11-24,-0.0653978042087589,-0.0653978042087589,-0.1166889886923074,-0.0915552083412499,-0.0885098366283668,-0.5088889292584832,1,-0.0982842226905568 -375,375,2014-11-25,-0.043643570683397,-0.043643570683397,-0.0834118904071499,-0.0037889570481745,-0.0543395553846706,-0.8790762873165011,1,-0.1035060183390956 -376,376,2014-11-26,-0.0380856445489232,-0.0380856445489232,-0.0947135294819714,0.004424140660118,-0.0386053476629,-1.1467631516684125,0,-0.0626530566823894 -377,377,2014-11-28,-0.1003317823055789,-0.1003317823055789,-0.1309729922706611,-0.0612801802692256,-0.0861258106454971,-1.1153066518272958,0,-0.0440726415631071 -378,378,2014-12-01,-0.3048529242564118,-0.3048529242564118,-0.1972123812040274,-0.2788441065110228,-0.15271802678459,0.3609230378283265,0,-0.0849479147025135 -379,379,2014-12-02,-0.3081874982164443,-0.3081874982164443,-0.3163497820686626,-0.2951090439786625,-0.2574539765899059,-0.2596671438746786,0,-0.2438647070189894 -380,380,2014-12-03,-0.3420098002260432,-0.3420098002260432,-0.3973442633266859,-0.3353689338808934,-0.3896848894162359,-0.3912393486252828,-1,-0.3132710931119981 -381,381,2014-12-04,-0.358206334767746,-0.358206334767746,-0.3788222573661865,-0.2981687983756544,-0.3523359826464575,-0.7210442830605536,1,-0.3635886371236606 -382,382,2014-12-05,-0.430773524092658,-0.430773524092658,-0.402523994117793,-0.3875455558416975,-0.3512233159327283,-0.2195572675429736,0,-0.358659479046082 -383,383,2014-12-08,-0.5792420224008838,-0.5792420224008838,-0.4736296534562602,-0.5472964340700486,-0.4645416228644367,0.4986048443531258,0,-0.3997036990078382 -384,384,2014-12-09,-0.5390681293101927,-0.5390681293101927,-0.5855466874352167,-0.6772551365992174,-0.6584377799554779,0.5453694170411103,1,-0.5179864212895728 -385,385,2014-12-10,-0.651015092477548,-0.651015092477548,-0.6006154646877041,-0.6220185298729224,-0.5823096872381371,0.0644597219972137,-1,-0.5794531670146467 -386,386,2014-12-11,-0.6662589565023318,-0.6662589565023318,-0.621648746405432,-0.6134836073722347,-0.639525174060856,-0.0762882415518099,0,-0.6036791991254388 -387,387,2014-12-12,-0.6961113437231373,-0.6961113437231373,-0.680511038260117,-0.6735512718804378,-0.7302748077862382,0.0325944012195341,-1,-0.6212440377097717 -388,388,2014-12-15,-0.74311316315338,-0.74311316315338,-0.7100207738257849,-0.7030213924187256,-0.6592323794986913,-0.411544121807924,0,-0.6675455595253854 -389,389,2014-12-16,-0.842039387319579,-0.842039387319579,-0.8060840323362959,-0.8205800497794814,-0.792734878947393,0.3170202116962847,0,-0.6989460647139107 -390,390,2014-12-17,-0.7148487872782545,-0.7148487872782545,-0.7594651079653932,-0.8643827768200448,-0.917178034190544,0.0766562132713505,0,-0.7991220970531152 -391,391,2014-12-18,-0.5173138957848308,-0.5173138957848308,-0.5744020030952215,-0.5559926145196822,-0.6101227174296685,0.1028888900341587,0,-0.779095733246687 -392,392,2014-12-19,-0.5009585828236414,-0.5009585828236414,-0.5436368541927638,-0.5125119426400128,-0.4859974020038023,-0.0272070168899671,-1,-0.5686363993175527 -393,393,2014-12-22,-0.4483990644097395,-0.4483990644097395,-0.4861871549515199,-0.4519611953904686,-0.4890168802680116,-0.5066858386558923,0,-0.4922246620049956 -394,394,2014-12-23,-0.4742819911433814,-0.4742819911433814,-0.4821058827623767,-0.4316701076746569,-0.4284640753637988,-0.5733917881384618,0,-0.4427471708275403 -395,395,2014-12-24,-0.4537979849739115,-0.4537979849739115,-0.5106738899190831,-0.4360183130837229,-0.4926724928732528,-1.2941658115737154,0,-0.444591050450758 -396,396,2014-12-26,-0.365510823516572,-0.365510823516572,-0.4164943127683169,-0.3997843430611655,-0.4650183825903644,-0.8411013647646264,1,-0.4506896862521675 -397,397,2014-12-29,-0.3990155686871978,-0.3990155686871978,-0.4257550912067435,-0.3592026283665396,-0.3793541859415443,-0.9602272432243052,0,-0.4095769416231295 -398,398,2014-12-30,-0.4542743202323712,-0.4542743202323712,-0.4612295557794751,-0.4013948492341341,-0.4256032896550013,-0.937355983051017,0,-0.3955159778302482 -399,399,2014-12-31,-0.4514160815307984,-0.4514160815307984,-0.4607586915749945,-0.3877065834221445,-0.4399069908457572,-1.0749242282045488,1,-0.429576491429317 -400,400,2015-01-02,-0.5006407988338535,-0.5006407988338535,-0.4989013866397818,-0.5324809751949304,-0.4434036835423562,-0.5146351346446222,0,-0.4344368864929451 -401,401,2015-01-05,-0.6470454048395692,-0.6470454048395692,-0.6048534670698507,-0.6307147103225564,-0.5756345963686866,-0.3774302858791465,0,-0.4907565656984843 -402,402,2015-01-06,-0.6281494100157801,-0.6281494100157801,-0.6409557505818894,-0.6782213020818995,-0.6469948644735192,-0.1745188276982562,0,-0.6091698721613911 -403,403,2015-01-07,-0.6333895521604657,-0.6333895521604657,-0.6318514777946423,-0.5885224894549616,-0.5947063495251825,-0.922547580237726,0,-0.6474493005583298 -404,404,2015-01-08,-0.6386294671543373,-0.6386294671543373,-0.6472343890586071,-0.584818624736182,-0.6032887066515754,-0.8148686880018182,0,-0.6112244204464998 -405,405,2015-01-09,-0.7015102642873098,-0.7015102642873098,-0.7071953640570795,-0.6661435424428792,-0.6651128708249289,-0.5364616302022487,0,-0.6133145419719279 -406,406,2015-01-12,-0.7721716582767532,-0.7721716582767532,-0.7936837101176876,-0.7580969715645732,-0.7584056777950543,-0.2452902742722045,1,-0.6787047122122194 -407,407,2015-01-13,-0.7397785891933476,-0.7397785891933476,-0.7443963307129055,-0.7313643198938845,-0.7541143855552424,-0.5798420740264596,-1,-0.7570175621418413 -408,408,2015-01-14,-0.9233398440178804,-0.9233398440178804,-0.9391913027678076,-0.9875778602334422,-1.032085540208678,1.0269604803126124,-1,-0.7404780909267124 -409,409,2015-01-15,-0.9363605830190372,-0.9363605830190372,-0.9305581187268646,-0.9070580804289812,-0.8944511231352689,-0.4119529427444872,-1,-0.9173627809411392 -410,410,2015-01-16,-0.9173058097757616,-0.9173058097757616,-0.9503359871078022,-0.9126945064816228,-0.9546860882221966,-0.7783700632764219,0,-0.9032981823615585 -411,411,2015-01-20,-0.9354079125021176,-0.9354079125021176,-0.9561437613800398,-0.9547259301372693,-0.9043046121775709,-0.5739595949947996,0,-0.9007403650852656 -412,412,2015-01-21,-0.8617292742408004,-0.8617292742408004,-0.8845672378370923,-0.9149491229763792,-0.9729630144822484,-0.6534979794306042,0,-0.924083084441462 -413,413,2015-01-22,-0.7815404936297191,-0.7815404936297191,-0.8129907142941445,-0.8233177490155789,-0.8545592704739777,-0.6616971104361226,1,-0.88595405279254 -414,414,2015-01-23,-0.7867804086235908,-0.7867804086235908,-0.8089094421050013,-0.7729124304396914,-0.802270755525641,-0.8157544666977052,1,-0.8104629890749139 -415,415,2015-01-26,-0.7032568269016619,-0.7032568269016619,-0.7285427797862851,-0.7291099337676269,-0.7777954981220665,-0.8621102184491265,0,-0.7782717688126243 -416,416,2015-01-27,-0.7123078782648401,-0.7123078782648401,-0.7378037827665346,-0.6928759637450691,-0.7366320588384034,-0.9651103821888104,0,-0.7178691217904354 -417,417,2015-01-28,-0.8172681366731572,-0.8172681366731572,-0.7638600650823663,-0.7714631822156683,-0.7097725480987279,-0.8813929392903594,1,-0.6975889783683958 -418,418,2015-01-29,-0.7246935035880512,-0.7246935035880512,-0.7699817488242573,-0.8023825509779787,-0.7898740932385956,-0.7908845263901079,-1,-0.7586361743697037 -419,419,2015-01-30,-0.7501000950632325,-0.7501000950632325,-0.7465939215423042,-0.6977072518954761,-0.7439430566956554,-0.91378064237587,0,-0.7599976105419243 -420,420,2015-02-02,-0.6335481034291375,-0.6335481034291375,-0.6762730358779708,-0.6928759637450691,-0.7437841367870128,-0.6543610458522378,0,-0.7297193606434726 -421,421,2015-02-03,-0.5157261115899647,-0.5157261115899647,-0.544107718397244,-0.5645275370203698,-0.5967723083375359,-0.5005989491559507,0,-0.6758165464529612 -422,422,2015-02-04,-0.5127090944689053,-0.5127090944689053,-0.5266843955805315,-0.4754730650837188,-0.5161942308249718,-0.8460072160033854,0,-0.5537102967035724 -423,423,2015-02-05,-0.4739642071535935,-0.4739642071535935,-0.4638980108133538,-0.4297377767092928,-0.4909241465249537,-0.7966080195019932,0,-0.4972498142034359 -424,424,2015-02-06,-0.5316048621418801,-0.5316048621418801,-0.4965468410755567,-0.4803041228656278,-0.4572306250071847,-0.8599752646692962,1,-0.460103068763331 -425,425,2015-02-09,-0.5296995211080414,-0.5296995211080414,-0.582407143655034,-0.5529328601226906,-0.5624431071851967,-0.8080777180000176,-1,-0.486200062637584 -426,426,2015-02-10,-0.5485955159318309,-0.5485955159318309,-0.5420670823026724,-0.5044601028806652,-0.527955213477447,-0.3724335855433736,-1,-0.5326962243016116 -427,427,2015-02-11,-0.6040130458964909,-0.6040130458964909,-0.6324795212757728,-0.6287821489886939,-0.6128245832298229,0.6220460549209722,-1,-0.5345841682652249 -428,428,2015-02-12,-0.7615328227187095,-0.7615328227187095,-0.8153450353165462,-0.8542373481463882,-0.9090726641433104,1.9576413423988384,-1,-0.6025410937818895 -429,429,2015-02-13,-0.7474004076303316,-0.7474004076303316,-0.7698247940894305,-0.7313643198938845,-0.7607897037779241,-0.1906218301439973,-1,-0.7874023530012493 -430,430,2015-02-17,-0.738190804998482,-0.738190804998482,-0.774376930483054,-0.7218630015420163,-0.7162889464127671,-0.6928810629861968,-1,-0.7184938284093763 -431,431,2015-02-18,-0.736444015233315,-0.736444015233315,-0.7669993843207251,-0.7041485854818547,-0.7406055112609302,-0.9804184550356788,0,-0.7062969143265604 -432,432,2015-02-19,-0.6213212565254138,-0.6213212565254138,-0.6685815802459885,-0.6856292618879566,-0.7274140220774411,-0.4261254018786797,0,-0.7041234310537173 -433,433,2015-02-20,-0.5355747769306736,-0.5355747769306736,-0.5875870989879645,-0.5880394067136205,-0.6355517216383292,-0.2380677710595872,0,-0.6615581720316412 -434,434,2015-02-23,-0.6907124231589643,-0.6907124231589643,-0.5781691412728878,-0.64408115134215,-0.5579933497432051,0.3337591578211243,-1,-0.575300274244036 -435,435,2015-02-24,-0.7420017142169741,-0.7420017142169741,-0.7494193313110096,-0.7186422195645773,-0.6910188621127485,-0.0969109865740003,-1,-0.6136038352411913 -436,436,2015-02-25,-0.7475594132006332,-0.7475594132006332,-0.7517738768752343,-0.7044708710112472,-0.7283675415292962,-0.7088023672379098,0,-0.6995256046391128 -437,437,2015-02-26,-0.6930943266020775,-0.6930943266020775,-0.6897720412403665,-0.7102683246443362,-0.7433071497078535,-0.1265959290233425,0,-0.7191160323882946 -438,438,2015-02-27,-0.7542285611206978,-0.7542285611206978,-0.7296416874718962,-0.7009278035044162,-0.6972171932562712,-0.7150255303833725,0,-0.7019986896746452 -439,439,2015-03-02,-0.8496614329073781,-0.8496614329073781,-0.8114209424040532,-0.8131723203419219,-0.7639683293040067,0.2025503494585763,0,-0.7133377940964277 -440,440,2015-03-03,-0.8142511195520975,-0.8142511195520975,-0.8600805028695282,-0.8213854180502149,-0.8575787487381865,-0.5900625974405408,0,-0.8067874450952546 -441,441,2015-03-04,-0.7685195274777475,-0.7685195274777475,-0.8242921288271426,-0.7909489016607466,-0.8187997901438557,-0.6378265101956798,-1,-0.818320444532111 -442,442,2015-03-05,-0.7972606929129623,-0.7972606929129623,-0.7666854748510716,-0.7436033374818506,-0.7615845306743682,-0.4890611138351658,0,-0.7889815188554242 -443,443,2015-03-06,-0.9044438491940916,-0.9044438491940916,-0.8520751377678923,-0.8724346165793919,-0.8194352424251948,-0.0722000321861775,1,-0.7693921040795849 -444,444,2015-03-09,-0.9520807823022804,-0.9520807823022804,-0.9503359871078022,-0.9352399803236926,-0.8960403222216946,-0.0666809495425737,-1,-0.8553666672646468 -445,445,2015-03-10,-0.960973055245972,-0.960973055245972,-0.9658756285647704,-0.9457074641582432,-0.9902866486436755,-0.3294619626557258,-1,-0.924918608688962 -446,446,2015-03-11,-0.9066667470669032,-0.9066667470669032,-0.923808616045666,-0.890793142961341,-0.9475342376268184,-0.466825797340976,-1,-0.9454234534330186 -447,447,2015-03-12,-0.949063765181221,-0.949063765181221,-0.9509638060471092,-0.9110842306771532,-0.9062118784345132,-0.6543383335779842,-1,-0.9026306925155668 -448,448,2015-03-13,-0.9870145332482853,-0.9870145332482853,-0.9933447280358662,-0.9502166971477564,-0.9824988910604958,-0.3624856094203346,1,-0.9127237205528312 -449,449,2015-03-16,-0.8755439053393901,-0.8755439053393901,-0.9280466184278128,-0.9102790927749184,-0.9340249086260438,-0.3183102359972507,1,-0.959303810037612 -450,450,2015-03-17,-0.8909465477836601,-0.8909465477836601,-0.8840963736326121,-0.8436088367313906,-0.8795112876034799,-0.485177314937815,1,-0.9027212642497132 -451,451,2015-03-18,-0.795990238406255,-0.795990238406255,-0.8500345016733207,-0.8569750473824858,-0.8869814327226057,-0.5018026996913869,1,-0.8632896084690984 -452,452,2015-03-19,-0.8763380245876375,-0.8763380245876375,-0.7918002532997664,-0.8341072880110235,-0.7750934049686804,0.3281719383547599,1,-0.8224504560225162 -453,453,2015-03-20,-0.8377521428426267,-0.8377521428426267,-0.8797011919738154,-0.8165541298998078,-0.8474074198785996,-0.6270381799252609,1,-0.824806870363668 -454,454,2015-03-23,-0.8131394434648772,-0.8131394434648772,-0.8559992306803851,-0.7867617238321275,-0.8307196927049735,-0.99904251992356,0,-0.8182813556784267 -455,455,2015-03-24,-0.7799524822840388,-0.7799524822840388,-0.8043573057113779,-0.7500449014367272,-0.7817684958381312,-0.767763431200031,0,-0.7939114813530102 -456,456,2015-03-25,-0.8977747012740264,-0.8977747012740264,-0.8859798304505331,-0.8635774085493109,-0.8343748506037526,-0.2952345653556809,-1,-0.7727282424028642 -457,457,2015-03-26,-0.9595438223197786,-0.9595438223197786,-0.945626895979352,-0.9118893685793878,-0.9035100126343584,-0.6591760479939826,0,-0.8583853874117436 -458,458,2015-03-27,-1.0454493074848192,-1.0454493074848192,-1.0319582873051334,-1.0455519358273362,-0.9805918521567856,0.357629758061567,0,-0.9135588276936606 -459,459,2015-03-30,-0.9570031404571788,-0.9570031404571788,-0.9854963176690564,-1.039110371872459,-1.0317677003913928,0.6948161816292298,-1,-1.0230003484360344 -460,460,2015-03-31,-0.9855853003220916,-0.9855853003220916,-0.961794580917451,-0.932663308668042,-0.9097083437778806,-0.4550835515519095,-1,-0.9977811853429944 -461,461,2015-04-01,-1.004322743877209,-1.004322743877209,-0.9847115439949228,-0.9706688124440154,-0.9864723434830226,-0.7348987703551969,1,-0.9402475171732247 -462,462,2015-04-02,-0.9501754412684416,-0.9501754412684416,-0.970113630946916,-0.9070580804289812,-0.9621557786348602,-0.4587629399809787,1,-0.953246408209906 -463,463,2015-04-06,-0.7580394703391904,-0.7580394703391904,-0.7421987398835072,-0.7862786410907869,-0.8386661428435644,1.2322567272901217,1,-0.9327432914791984 -464,464,2015-04-07,-0.7556575668960773,-0.7556575668960773,-0.7844227071374381,-0.7276604551751054,-0.7669880349214468,-0.6092317569105062,0,-0.7814948116415551 -465,465,2015-04-08,-0.6854722810142784,-0.6854722810142784,-0.6927544057438991,-0.6514888807797091,-0.6765560136601184,-0.1651613707058086,1,-0.7142767012115222 -466,466,2015-04-09,-0.6470454048395692,-0.6470454048395692,-0.7010736803151885,-0.6474629609000356,-0.672900628408108,-0.7336268829970001,1,-0.6520881821866362 -467,467,2015-04-10,-0.6341832171070841,-0.6341832171070841,-0.6809821270064211,-0.6010835622038221,-0.6503324099082444,-0.6728715493688513,0,-0.6301583818831223 -468,468,2015-04-13,-0.6519677629944672,-0.6519677629944672,-0.6597916660120426,-0.6002781939330886,-0.640955453238639,-0.7431660381834758,0,-0.6172762211274889 -469,469,2015-04-14,-0.6888070821251256,-0.6888070821251256,-0.7148868196890619,-0.6574473619932452,-0.6706755223338808,-0.9094653102677024,0,-0.6202077659804699 -470,470,2015-04-15,-0.6829318263024938,-0.6829318263024938,-0.7133170477989705,-0.6397331763015826,-0.6883169963125931,-1.1533042866534242,1,-0.6590406949290437 -471,471,2015-04-16,-0.7008751506093636,-0.7008751506093636,-0.7199095957453422,-0.6447250312954396,-0.6845024637987089,-1.2199193870389795,0,-0.6571820676056935 -472,472,2015-04-17,-0.6994459176831698,-0.6994459176831698,-0.7558549245225541,-0.6896551817676301,-0.7275729419860832,-1.0357682673914914,0,-0.6661402675661046 -473,473,2015-04-20,-0.7235820546516452,-0.7235820546516452,-0.74062919253524,-0.6840187557149885,-0.6991244595132133,-1.01546349420885,1,-0.6958140703124638 -474,474,2015-04-21,-0.6578430188170995,-0.6578430188170995,-0.6951089513081242,-0.6766107959089309,-0.7146995199731101,-0.8171399154271696,0,-0.7030652910175526 -475,475,2015-04-22,-0.4985769065313429,-0.4985769065313429,-0.5204057571038138,-0.5577639179045992,-0.6082154511727264,0.1891273953747498,1,-0.6791462494161827 -476,476,2015-04-23,-0.5119152023714725,-0.5119152023714725,-0.5266843955805315,-0.4698364086625783,-0.516512070642257,-0.5948548873080322,0,-0.5542724373219516 -477,477,2015-04-24,-0.5146144355027444,-0.5146144355027444,-0.5373579911742222,-0.4559871152701421,-0.4810704301294202,-1.0453301348522206,0,-0.4900207597385462 -478,478,2015-04-27,-0.3062819300317908,-0.3062819300317908,-0.2556038088542327,-0.3917325033018184,-0.4483306554167384,1.0543741953366033,-1,-0.4777357169749393 -479,479,2015-04-28,-0.3232728109725554,-0.3232728109725554,-0.3066179148839321,-0.2946259612373215,-0.2545931908811089,-0.2146059917557077,1,-0.3509361233834219 -480,480,2015-04-29,-0.2919909636747411,-0.2919909636747411,-0.3149369649133977,-0.301067525192199,-0.3292907770674349,-0.7027609022864751,1,-0.2960633276308703 -481,481,2015-04-30,-0.3936166481230253,-0.3936166481230253,-0.3475860197174243,-0.3406830744041429,-0.3238872728203563,-0.7082572726558254,1,-0.2916403880845022 -482,482,2015-05-01,-0.3939339778111841,-0.3939339778111841,-0.3651662972689636,-0.4173377315408801,-0.331039123415734,-0.3971445399311963,1,-0.3474025744317039 -483,483,2015-05-04,-0.3227962485632811,-0.3227962485632811,-0.3187041030910635,-0.3094414201124396,-0.3590110735159079,-0.5895402151327099,-1,-0.3882945802520938 -484,484,2015-05-05,-0.2840515883987836,-0.2840515883987836,-0.2438313055749305,-0.2769115451771603,-0.2067546607279945,-0.2801309029770943,1,-0.3502038926235159 -485,485,2015-05-06,-0.3240664759191735,-0.3240664759191735,-0.3227853752802068,-0.291888262001224,-0.2649236670025692,-0.3995974655505758,-1,-0.3039705677485143 -486,486,2015-05-07,-0.2229173538801632,-0.2229173538801632,-0.2755386319699963,-0.4199144031965307,-0.4731239799908292,0.5509112119589676,-1,-0.3215768786532195 -487,487,2015-05-08,-0.2259343710012226,-0.2259343710012226,-0.2609407189219895,-0.2033166424374146,-0.234885530736811,-0.5364843424765022,1,-0.3148555919728876 -488,488,2015-05-11,-0.180203006077687,-0.180203006077687,-0.1907770125343067,-0.1773893590374602,-0.2301174787710714,-0.3084303966969723,1,-0.2434666233920828 -489,489,2015-05-12,-0.0968382027752451,-0.0968382027752451,-0.1363099023384183,-0.1310101907097443,-0.1694057539582161,-0.1514658693309399,-1,-0.2087687410072928 -490,490,2015-05-13,-0.1216094534216664,-0.1216094534216664,-0.1057012590871394,-0.0656281553097931,-0.0502071830535013,-0.3611455852393773,1,-0.1563020399796722 -491,491,2015-05-14,-0.1070009302256439,-0.1070009302256439,-0.1592266408740673,-0.0817322955654843,-0.094549247863247,-0.9390139790715234,0,-0.120218216405775 -492,492,2015-05-15,-0.0317345077694608,-0.0317345077694608,-0.0884348910052537,-0.0616017746931226,-0.1086942564985919,-0.5684178000769423,0,-0.1186015854345971 -493,493,2015-05-18,-0.0331637406956545,-0.0331637406956545,-0.0805867051802683,-0.005238435640696,-0.0599019795403918,-0.8351507489102058,0,-0.0829430616978508 -494,494,2015-05-19,-0.0587286562886939,-0.0587286562886939,-0.0633203370983826,-0.0028227915654925,-0.0371748411318856,-0.7622443485564272,-1,-0.0523882589044168 -495,495,2015-05-20,-0.1030307882860357,-0.1030307882860357,-0.1144911733210853,-0.0797995038631233,-0.0578362480812696,-0.7437565573140672,0,-0.0480342648561676 -496,496,2015-05-21,-0.0828647932571689,-0.0828647932571689,-0.1320714508726246,-0.0638566215563776,-0.1229979576893482,-1.1491706527392846,1,-0.08986234742496 -497,497,2015-05-22,-0.0493600480865426,-0.0493600480865426,-0.1009921679586892,-0.0211813179474416,-0.0856488235663381,-1.091822160249163,1,-0.1028726642050771 -498,498,2015-05-26,-0.0536472925634945,-0.0536472925634945,-0.0476239654484119,0.002813404118651,-0.0490949710462346,-0.8021043898713436,0,-0.0729374324047045 -499,499,2015-05-27,-0.0541238549727689,-0.0541238549727689,-0.0868653436569861,-0.0124849071293096,-0.035903481862745,-0.8226589980707734,0,-0.0478102078149897 -500,500,2015-05-28,0.0097096126771229,0.0097096126771229,-0.050763060144947,-0.0205372076256536,-0.0594254471676953,-0.7683539503306224,0,-0.0512066292246435 -501,501,2015-05-29,-0.0006116660419476,-0.0006116660419476,-0.0339677808093653,0.049998401454097,0.003670530981261,-0.7361025208906331,0,-0.0293301776091085 -502,502,2015-06-01,-0.0220483427283364,-0.0220483427283364,-0.0539026039251297,0.0184342312645027,0.0101869292953001,-1.0277735468542546,-1,-0.0050026172657383 -503,503,2015-06-02,-0.039514877475117,-0.039514877475117,-0.0884348910052537,-0.0004071474902889,-0.0293870835487059,-1.1118770984150153,0,-0.0111642603814634 -504,504,2015-06-03,-0.0293526043263476,-0.0293526043263476,-0.0677155187571793,0.0110265018269436,-0.0408302263838959,-1.1921195633526789,0,-0.0340066100102519 -505,505,2015-06-04,-0.0781009863709426,-0.0781009863709426,-0.0900044383535212,-0.0099084658421575,-0.0519555294018008,-1.039470368094814,0,-0.0313866252192343 -506,506,2015-06-05,-0.0269707008832345,-0.0269707008832345,-0.0837257998768034,-0.010391318215,-0.0757953345240363,-0.9103738012378428,0,-0.0560926279343347 -507,507,2015-06-08,0.086564273629801,0.086564273629801,0.0583283395234802,0.0641692892704301,0.0012865049983912,-0.4572639298802468,1,-0.0478495052220091 -508,508,2015-06-09,0.0819594723138761,0.0819594723138761,0.042474788596859,0.1258476903201003,0.0736002925550791,-1.0036985361455302,0,0.0349684319230515 -509,509,2015-06-10,-0.0021994502368133,-0.0021994502368133,-0.016230773064823,0.0350216846300333,0.0179742321720172,-0.8121432150913965,-1,0.0820696850200105 -510,510,2015-06-11,0.0090749533008061,0.0090749533008061,-0.0104227742507617,0.0661020809727911,0.0395891585732567,-1.1324771311629522,1,0.0262910713734947 -511,511,2015-06-12,-0.0023580015054851,-0.0023580015054851,-0.0247067778291154,0.0625594742029571,-0.0088848238611957,-1.2737020524712996,1,0.0252020728920529 -512,512,2015-06-15,-0.0072808139620126,-0.0072808139620126,-0.0589251554395858,-0.0050771776917505,-0.0169904212616605,-1.100202989448709,0,0.0137377359166462 -513,513,2015-06-16,0.036227653088711,0.036227653088711,-0.0250206872987689,0.0446838001938504,-0.0101566378367987,-1.1459682220695393,1,-0.0087673252445313 -514,514,2015-06-17,0.1519855254745585,0.1519855254745585,0.1463864574741796,0.0917070788433539,0.0222652970585979,-0.3446337618570729,1,0.0170272402245069 -515,515,2015-06-18,0.1754865487650873,0.1754865487650873,0.132259184088829,0.2205388186778922,0.1784951622690376,-0.9647242735265008,1,0.0962509989839721 -516,516,2015-06-19,0.1853317193765129,0.1853317193765129,0.1375960941565862,0.2218270393214683,0.1848524133212029,-1.0373354143149838,1,0.1741967354569654 -517,517,2015-06-22,0.1421403548631329,0.1421403548631329,0.1470142764134867,0.150808577868875,0.1808791882519074,-0.5608091882020152,1,0.1983286951169131 -518,518,2015-06-23,0.2672672897527611,0.2672672897527611,0.2035220227039466,0.1971882069335875,0.1517947987912359,-0.7175920173740196,0,0.1608048107634228 -519,519,2015-06-24,0.2275695047697148,0.2275695047697148,0.1933192913147362,0.2801231700762558,0.2576431879570498,-1.0488505373615151,0,0.2116700456266683 -520,520,2015-06-25,0.2850513813385147,0.2850513813385147,0.2570474044908745,0.3047620024641366,0.2492192960328374,-0.9496206111479144,0,0.2468303801356093 -521,521,2015-06-26,0.2580572328192816,0.2580572328192816,0.2209451209788354,0.3168402228401543,0.2879989366868619,-0.7249507942321579,0,0.2871568786909232 -522,522,2015-06-29,0.1775508953692273,0.1775508953692273,0.1713438321044002,0.2314891548852854,0.1777003353725935,-0.8066014201735393,0,0.2871161214105573 -523,523,2015-06-30,0.2766358979549123,0.2766358979549123,0.2493559488588921,0.2846324030657689,0.2229959196341946,-0.8956335352473125,1,0.2192485163080278 -524,524,2015-07-01,0.2907678587416604,0.2907678587416604,0.2760404991976792,0.3466323985393361,0.3232814299378249,-1.1195084225641958,1,0.2661688158691959 -525,525,2015-07-02,0.4633724940183616,0.4633724940183616,0.4303380060817433,0.4345599077813569,0.4677503124957894,0.0303458860684363,1,0.3152916769968013 -526,526,2015-07-06,0.4586091414337656,0.4586091414337656,0.4184085480676156,0.482710609862488,0.4467710657291211,-0.6605614967234469,0,0.4002273764325382 -527,527,2015-07-07,0.2706018637127935,0.2706018637127935,0.3165375152848666,0.2326165783169129,0.3851055941111765,-0.2101316737277655,0,0.4566804105992744 -528,528,2015-07-08,0.0654451537823854,0.0654451537823854,0.0905065301230267,0.1285853895561978,0.1359014438075914,-0.1837854355936897,0,0.3018243155825816 -529,529,2015-07-09,0.1124472003634429,0.1124472003634429,0.1242542680708407,0.1685229939290362,0.1320869112937073,-0.8394887932926269,0,0.1248573661740831 -530,530,2015-07-10,0.1319780817143635,0.1319780817143635,0.1250388172031507,0.1851099865575699,0.1819914002591741,-1.0037439606940373,0,0.1262201579429826 -531,531,2015-07-13,0.1797737932420391,0.1797737932420391,0.1179751805104753,0.1566060315019641,0.1824683873383331,-0.9243872744522608,0,0.1547342998689325 -532,532,2015-07-14,0.2351913232066991,0.2351913232066991,0.1719721001273548,0.2284294004882938,0.1800843613554633,-1.1634793855189982,0,0.1729887349527887 -533,533,2015-07-15,0.1953354412566104,0.1953354412566104,0.1955166576023108,0.2537128039349596,0.2538286554431657,-1.1375873928699929,1,0.2239399533768059 -534,534,2015-07-16,0.2515470904695179,0.2515470904695179,0.1909647457505111,0.2711051648342268,0.2137781102264631,-1.229708377242244,0,0.241726871469799 -535,535,2015-07-17,0.3782613552523823,0.3782613552523823,0.3218744253526255,0.3530739624942131,0.3453733434182241,-0.4601938132589501,1,0.2608302973879427 -536,536,2015-07-20,0.4989415857931279,0.4989415857931279,0.4962639346291037,0.4221596322444453,0.3851055941111765,-0.4660081554678495,-1,0.3402497909008314 -537,537,2015-07-21,0.2529758690940822,0.2529758690940822,0.289853414029728,0.3256974308702348,0.306434555502325,-0.209314031854639,-1,0.4380775126856236 -538,538,2015-07-22,0.2704428581424923,0.2704428581424923,0.2261253008535897,0.2340660569094344,0.1668928721719738,-0.8915226136074266,0,0.3068086509139889 -539,539,2015-07-23,0.2598040225844485,0.2598040225844485,0.233345667739268,0.3050845183620276,0.3000777591566222,-1.090890957004769,0,0.2619887813716748 -540,540,2015-07-24,0.2313806411390216,0.2313806411390216,0.2520244038927707,0.2833441824221929,0.2639999843027526,-0.9525050699781106,1,0.284691837855463 -541,541,2015-07-27,0.0344808633235441,0.0344808633235441,0.1474853651597907,0.0718995346058802,0.1853289456938994,-0.5305791511705886,0,0.2755649480402045 -542,542,2015-07-28,0.2220120329368704,0.2220120329368704,0.1627106480634573,0.0888085823953079,0.0791627167108003,-0.7119139488106411,0,0.1211041211803931 -543,543,2015-07-29,0.206132828083326,0.206132828083326,0.2017952960790285,0.2524245832913836,0.2145724824164447,-0.9630435652317408,1,0.1421236159690692 -544,544,2015-07-30,0.2532934259330554,0.2532934259330554,0.1868834735613679,0.2541961170447991,0.1894613180250687,-1.134634797217036,1,0.2133080831080384 -545,545,2015-07-31,0.243131152784286,0.243131152784286,0.224869213891328,0.3026688742868241,0.2674966769993516,-1.0919357216204304,1,0.2473282565334117 -546,546,2015-08-03,0.1453163775544935,0.1453163775544935,0.1832732901185287,0.1730322269185492,0.2466765774945563,-1.016780806115554,1,0.2772054583682635 -547,547,2015-08-04,0.245195499388426,0.245195499388426,0.1834304693951793,0.1934843422148079,0.1468675995636225,-1.0624324773651164,0,0.2128737558908064 -548,548,2015-08-05,0.3063295067562316,0.3063295067562316,0.2506120358211529,0.2266583274718753,0.2036063266604136,-0.1853298702429286,-1,0.2208172842887761 -549,549,2015-08-06,-0.0747664124109101,-0.0747664124109101,-0.0005339523312048,-0.1643452035472586,-0.0195335945064041,1.7246588331062962,-1,0.2508650529584922 -550,550,2015-08-07,-0.1322482889797101,-0.1322482889797101,-0.1774347373649136,-0.1277891783638073,-0.1142566806543131,-0.4444542072012651,0,-0.0434404530932657 -551,551,2015-08-10,-0.154002522505072,-0.154002522505072,-0.1893641953790421,-0.1654723966103876,-0.2005563295844722,-0.6460256412011982,-1,-0.1095780486935996 -552,552,2015-08-11,-0.2138663025169847,-0.2138663025169847,-0.2469708493551132,-0.1913999103788414,-0.2164494572148854,-0.6280829445409225,-1,-0.1573961405694931 -553,553,2015-08-12,-0.2011631203548013,-0.2011631203548013,-0.2395933031927843,-0.2187764420028197,-0.2506197384585821,-0.750025145008037,0,-0.2091647837908478 -554,554,2015-08-13,-0.1322482889797101,-0.1322482889797101,-0.1342692662438467,-0.1160334738856806,-0.1733789790275116,-0.5317147648832643,1,-0.2258926978410016 -555,555,2015-08-14,-0.1220860158309408,-0.1220860158309408,-0.1115088088175531,-0.0733579399082462,-0.0560874470265076,-0.6053933825616624,1,-0.1670718384863445 -556,556,2015-08-17,0.0659212618900304,0.0659212618900304,0.0244238713826633,0.0673903016163672,0.0761430110933602,0.033253057172886,-1,-0.1217359484060652 -557,557,2015-08-18,0.1569078836294566,0.1569078836294566,0.0928610756872518,0.1165071691801802,0.073282452737794,-0.6439588242441285,0,0.0008926380680121 -558,558,2015-08-19,0.0700499550983104,0.0700499550983104,0.0881519845588015,0.1400190388734304,0.1519534913466472,-0.7781202282596332,1,0.1018455613741902 -559,559,2015-08-20,-0.1374886582752108,-0.1374886582752108,-0.0074404097472296,-0.0712643509939367,0.0205174054167609,-0.4825199788501539,-1,0.1097194329582013 -560,560,2015-08-21,-0.3186675553550011,-0.3186675553550011,-0.1763362787629501,-0.2546881264959846,-0.2347268381813997,-0.0999544313239711,-1,-0.044957861091053 -561,561,2015-08-24,-0.5076277307437059,-0.5076277307437059,-0.3709738469993778,-0.8265385309930174,-0.7625380501262236,0.5794605406956342,0,-0.2468025680586937 -562,562,2015-08-25,-0.489208071178377,-0.489208071178377,-0.3788222573661865,-0.4381119019980324,-0.3218210866547716,-0.61391048540673,0,-0.531577842144906 -563,563,2015-08-26,-0.4128301997857879,-0.4128301997857879,-0.4243424985933022,-0.4962470051723731,-0.3629845259384347,-0.4695285579771441,0,-0.4637313009292322 -564,564,2015-08-27,-0.1246264705427257,-0.1246264705427257,-0.1614240071616419,-0.249857068714076,-0.3141924763334662,0.1421129876699766,-1,-0.436239264002457 -565,565,2015-08-28,-0.0374509851726064,-0.0374509851726064,-0.0562571494893548,-0.0765784915171862,-0.1415927237666851,-0.3444520636630448,1,-0.2495663913401691 -566,566,2015-08-31,-0.028240928239127,-0.028240928239127,-0.0013185014635148,-0.0131294781880946,-0.0818347457589164,-0.5292164147153778,0,-0.0989370691130836 -567,567,2015-09-01,-0.1938588587567905,-0.1938588587567905,-0.1418035425991785,-0.150656707366771,-0.1657503687062057,-0.3578295931983643,1,-0.0358521394393178 -568,568,2015-09-02,-0.0499951617644889,-0.0499951617644889,-0.1122938070335107,-0.1054047321021845,-0.0869206375419412,-0.5453421294353725,1,-0.1469132667620629 -569,569,2015-09-03,-0.0836589125054164,-0.0836589125054164,-0.0463683275697979,-0.0213425758963871,0.0205174054167609,-0.6440042487926355,0,-0.1116446483821499 -570,570,2015-09-04,-0.1414578916115601,-0.1414578916115601,-0.1717839178275028,-0.1308489327607988,-0.1570090916711706,-0.7588375074184002,0,-0.0711993787024366 -571,571,2015-09-08,-0.0423733433275045,-0.0423733433275045,-0.0922022537247433,-0.0366408871443478,-0.0908938626112366,-0.8839821385552601,0,-0.1389918301209582 -572,572,2015-09-09,-0.0306228316822401,-0.0306228316822401,-0.0123062310686828,0.0318006722840963,0.020358258154887,-0.8266109337908847,1,-0.0849493894725268 -573,573,2015-09-10,-0.0374509851726064,-0.0374509851726064,-0.0677155187571793,-0.0160279746361406,-0.0562465942883814,-0.9814632196513404,-1,-0.0239439488282604 -574,574,2015-09-11,-0.0095037118348245,-0.0095037118348245,-0.0752497951125111,-0.0256905509369547,-0.0497306506808048,-1.062818586027426,1,-0.0375632450713438 -575,575,2015-09-14,0.0373393291759317,0.0373393291759317,-0.0123062310686828,0.053863063384825,0.0052597300676867,-0.9401495927841992,0,-0.0341312541455374 -576,576,2015-09-15,0.0433733634180504,0.0433733634180504,-0.0068125908079226,0.0511253641487275,0.0314835611727919,-0.9304741639522024,1,0.0168924589074638 -577,577,2015-09-16,0.1812030261682329,0.1812030261682329,0.1231553603852296,0.105556832972787,0.0360924658766577,-0.5935148631270748,1,0.0355029839145164 -578,578,2015-09-17,0.1783445603158454,0.1783445603158454,0.1642806444953724,0.2313283576733369,0.2096457378952938,-0.7823219989965332,1,0.1126918542648825 -579,579,2015-09-18,0.155320099434591,0.155320099434591,0.1379100036262397,0.1799571039832658,0.114286517406352,-0.7420531367450537,1,0.1865614604912875 -580,580,2015-09-21,0.2121668623254448,0.2121668623254448,0.2595591293317502,0.1525801116222905,0.2099635777125789,-0.2067021203154849,0,0.1658556150220934 -581,581,2015-09-22,0.1604014631597904,0.1604014631597904,0.1195451769423904,0.1537075350539181,0.1312925391037257,-0.7644701514332716,0,0.1817603839548585 -582,582,2015-09-23,0.1623068041936291,0.1623068041936291,0.110598083431794,0.1812453246268418,0.1777003353725935,-1.006037900393642,0,0.1567841408073323 -583,583,2015-09-24,0.1950174301160079,0.1950174301160079,0.132102453895826,0.1591829335261131,0.1392389892423167,-0.813574088369368,0,0.1679731762077678 -584,584,2015-09-25,0.0964089899395973,0.0964089899395973,0.1864128338987114,0.1582167680434311,0.251762469277581,-0.7397137724969417,0,0.1734354859901322 -585,585,2015-09-28,-0.0382446501192245,-0.0382446501192245,0.0746525301127579,0.0045849378720665,0.104592175625924,-0.483587455740069,1,0.1584901070893122 -586,586,2015-09-29,-0.0665094802959795,-0.0665094802959795,-0.004771954713351,-0.0139343857218311,-0.0049120534983627,-0.7556577890229083,1,0.0297474332461865 -587,587,2015-09-30,-0.0387212125284989,-0.0387212125284989,-0.0413448778880465,-0.0641786767172716,0.0195634312584429,-0.4771144575778177,1,-0.0344890832545827 -588,588,2015-10-01,-0.1740101934160817,-0.1740101934160817,-0.1025617153069567,-0.1480800357111205,-0.051796382139927,-0.5581064275658472,1,-0.0564668731701941 -589,589,2015-10-02,-0.0519005027983276,-0.0519005027983276,-0.1151194413440399,-0.1835088678314433,-0.2410838618803337,-0.5919477162035823,0,-0.1355187765331165 -590,590,2015-10-05,-0.074448855571937,-0.074448855571937,-0.0815284335892289,-0.0353526665007718,-0.030658897524309,-0.7586785214986256,0,-0.1396879513605401 -591,591,2015-10-06,-0.1489211587798726,-0.1489211587798726,-0.1884224669700816,-0.1730413839968922,-0.1711541003065156,-0.4099769748844315,-1,-0.0836556586509139 -592,592,2015-10-07,-0.2997717876820267,-0.2997717876820267,-0.2720851787201601,-0.2770725727576073,-0.2247139745239928,-0.0491243615446077,-1,-0.1574601962367348 -593,593,2015-10-08,-0.3829775854141673,-0.3829775854141673,-0.3816476671348919,-0.4028443278266556,-0.3288140173415068,-0.2037495246625282,-1,-0.2772444280486139 -594,594,2015-10-09,-0.4787277868890055,-0.4787277868890055,-0.4813211090882425,-0.4503509195859981,-0.4742361919980959,-0.1980260315506427,-1,-0.3738415361890265 -595,595,2015-10-12,-0.5598696923186351,-0.5598696923186351,-0.5028254795522745,-0.5001121278400981,-0.4414964172854141,-0.7254277519914817,1,-0.4592086133019689 -596,596,2015-10-13,-0.5015936965015876,-0.5015936965015876,-0.5103597559076058,-0.5667823838836252,-0.5958187888856805,-0.4221734661585683,1,-0.5096366607879567 -597,597,2015-10-14,-0.5392269077296792,-0.5392269077296792,-0.5350036701518209,-0.497535225815949,-0.4783685643292653,-0.8916588872529476,-1,-0.5269931843837531 -598,598,2015-10-15,-0.4688830705792088,-0.4688830705792088,-0.5227603026680389,-0.5253950705497669,-0.5457553800115715,-0.95075622486059,1,-0.5157823700564553 -599,599,2015-10-16,-0.3783727840982423,-0.3783727840982423,-0.3854150298543816,-0.3777221823289353,-0.4407018177422013,-0.612275201660477,-1,-0.498318083973025 -600,600,2015-10-19,-0.3610645734693188,-0.3610645734693188,-0.3748981644536938,-0.3443869391229225,-0.3857114369937092,-1.0271376031751562,0,-0.4132457821027286 -601,601,2015-10-20,-0.6003611422482995,-0.6003611422482995,-0.4149245408782256,-0.7138109314141703,-0.3663220713731599,1.7873901345945007,-1,-0.3671502811889641 -602,602,2015-10-21,-0.6470454048395692,-0.6470454048395692,-0.6313806135901622,-0.6043043441812606,-0.6163210485731907,-0.6538386635444069,-1,-0.5972315046275627 -603,603,2015-10-22,-0.6211624781059273,-0.6211624781059273,-0.616625970349152,-0.5946419982489446,-0.6231550593512838,-0.9550715569687576,1,-0.6002198951610539 -604,604,2015-10-23,-0.6629243825422989,-0.6629243825422989,-0.6229046088258697,-0.6221797878218683,-0.5684827457733082,-0.6347603531714555,1,-0.5888989050861005 -605,605,2015-10-26,-0.5649508288930194,-0.5649508288930194,-0.6145853342545804,-0.584979652316629,-0.6260158450600808,-0.8264746601453636,1,-0.6220786085705964 -606,606,2015-10-27,-0.6429169387821039,-0.6429169387821039,-0.5954355093547735,-0.6250785146384129,-0.5710254643115892,-0.7974029491008663,1,-0.5838471474407547 -607,607,2015-10-28,-0.6014725911847054,-0.6014725911847054,-0.6527282538611912,-0.6123561839406072,-0.6271285117738105,-0.9770116138976516,1,-0.6048319032024524 -608,608,2015-10-29,-0.6225914838813059,-0.6225914838813059,-0.6480191627327408,-0.5746729656940268,-0.6201353537338437,-1.1867821789031032,0,-0.6037843695930495 -609,609,2015-10-30,-0.6972230198103575,-0.6972230198103575,-0.6812958119342504,-0.6833746453932005,-0.6415911328732093,-0.5885635873398088,0,-0.5992690111258518 -610,610,2015-11-02,-0.5882928466132473,-0.5882928466132473,-0.6158409721331944,-0.629748544839874,-0.6651128708249289,-0.7046233087752632,-1,-0.675467904863165 -611,611,2015-11-03,-0.6746746670367485,-0.6746746670367485,-0.637188612404223,-0.6212133919706874,-0.5867596720333603,0.295761522994996,1,-0.6208737065731141 -612,612,2015-11-04,-0.3050117026758984,-0.3050117026758984,-0.3499405652816495,-0.3401999916628019,-0.3777649868551186,1.2937161414201297,1,-0.6378377923787213 -613,613,2015-11-05,-0.302788804803086,-0.302788804803086,-0.3210586486552887,-0.2759453796944783,-0.3208675672029162,-0.5754131805470245,1,-0.374809998291053 -614,614,2015-11-06,-0.2934199694501201,-0.2934199694501201,-0.3402086980969189,-0.2709530639636242,-0.3189603009459741,-1.0413554868578556,1,-0.2740567499066672 -615,615,2015-11-09,-0.4050493757785023,-0.4050493757785023,-0.346016247827333,-0.3545323677965795,-0.2825649136280507,-0.7221117599504687,0,-0.2733544316536964 -616,616,2015-11-10,-0.5452609419717983,-0.5452609419717983,-0.4918379744889302,-0.4870679723498974,-0.4337086597022344,-0.5481130268943012,0,-0.342558357148221 -617,617,2015-11-11,-0.5042931567836738,-0.5042931567836738,-0.5580775879641204,-0.5265224939813944,-0.5244587481340792,-0.8363772117198955,0,-0.4746617599873467 -618,618,2015-11-12,-0.6017901480236789,-0.6017901480236789,-0.5656118643194518,-0.5421433211272465,-0.5231873888649387,-0.9344715242208208,0,-0.519317885368191 -619,619,2015-11-13,-0.6930943266020775,-0.6930943266020775,-0.6599486207468694,-0.6410213969451586,-0.6010636005773479,-0.8176395854607469,0,-0.5603549847232167 -620,620,2015-11-16,-0.580036141649131,-0.580036141649131,-0.6287123830981068,-0.6526160738428382,-0.7100906152692443,-0.932313858166737,0,-0.6467098300183589 -621,621,2015-11-17,-0.5849582726532148,-0.5849582726532148,-0.6127018774366597,-0.5624341784745592,-0.5653038928939942,-1.108720092293777,1,-0.621616990659786 -622,622,2015-11-18,-0.472693979797701,-0.472693979797701,-0.5282539429287991,-0.5443977072535044,-0.5764291959118996,-0.9580922894444748,1,-0.579009782624 -623,623,2015-11-19,-0.4611022465719232,-0.4611022465719232,-0.4527533264733586,-0.4191090349257972,-0.4804345231416191,-1.0279325327740292,1,-0.5196885144381845 -624,624,2015-11-20,-0.4895258551681652,-0.4895258551681652,-0.4714322871686855,-0.5273276318836294,-0.4335499671468235,-0.597239676104651,-1,-0.45673332355975 -625,625,2015-11-23,-0.5254120494802748,-0.5254120494802748,-0.5627864545507468,-0.5096132158234682,-0.5311338390035296,-1.0229812569867631,0,-0.4780648141378933 -626,626,2015-11-24,-0.5174726742043173,-0.5174726742043173,-0.5342188964776872,-0.5044601028806652,-0.5626022544470709,-1.033406190869126,1,-0.5109764074133158 -627,627,2015-11-25,-0.336611106812685,-0.336611106812685,-0.3799209405099737,-0.4178208142822212,-0.4677202483905193,-0.6903372882698032,0,-0.5144325532843391 -628,628,2015-11-27,-0.3053292595148715,-0.3053292595148715,-0.3576320209136318,-0.3110519262854082,-0.3132387295283791,-1.1539856548810294,-1,-0.4134986083316647 -629,629,2015-11-30,-0.3267659362012594,-0.3267659362012594,-0.3257677397837389,-0.2777166830793953,-0.301636666784547,-0.992637658584069,0,-0.3341628042928605 -630,630,2015-12-01,-0.2167245412185575,-0.2167245412185575,-0.2673763121335341,-0.2459921764148499,-0.3132387295283791,-0.7486624085528261,0,-0.3142001088403371 -631,631,2015-12-02,-0.299295452423567,-0.299295452423567,-0.2579583544184574,-0.2430934495983054,-0.2188334831977552,-0.919572272310516,0,-0.2678540161976566 -632,632,2015-12-03,-0.2878624976172758,-0.2878624976172758,-0.2760094961744765,-0.2629012242042767,-0.2429911281372758,-0.929088715222738,0,-0.2700098916103416 -633,633,2015-12-04,-0.3248603680166059,-0.3248603680166059,-0.3416212907103601,-0.3005844424508579,-0.2909885781990319,-1.0122156389905976,1,-0.2787161591418245 -634,634,2015-12-07,-0.3129513051026705,-0.3129513051026705,-0.3045772787893605,-0.3249012196778438,-0.3666396838372142,-0.8826194021000492,-1,-0.3140527510123477 -635,635,2015-12-08,-0.3829775854141673,-0.3829775854141673,-0.4117852216398667,-0.3563039015499946,-0.3695004695460117,-0.9863236463415922,-1,-0.3258198664646389 -636,636,2015-12-09,-0.4179113363601726,-0.4179113363601726,-0.432190684418288,-0.4123454158100257,-0.3825330388208582,-0.902242807055085,0,-0.3710417076638945 -637,637,2015-12-10,-0.3774201135813229,-0.3774201135813229,-0.4166510429613199,-0.3653221371605226,-0.4141601468198109,-1.1262085434689824,1,-0.4088784965035268 -638,638,2015-12-11,-0.5370037827060526,-0.5370037827060526,-0.4596597838893838,-0.4780495063708713,-0.4057369369552921,-0.8543426206544248,0,-0.3939991098366324 -639,639,2015-12-14,-0.5122327592104456,-0.5122327592104456,-0.5354745343563012,-0.5065534614264763,-0.5285908931120173,-0.9546400237579408,0,-0.4710596267816798 -640,640,2015-12-15,-0.4723764229587279,-0.4723764229587279,-0.515068847036056,-0.4561483732190876,-0.4600914107159822,-1.0869844458331646,0,-0.508629705698918 -641,641,2015-12-16,-0.2592803377523623,-0.2592803377523623,-0.3163497820686626,-0.4121846185980772,-0.4556411985675278,-0.4374361144569295,1,-0.4788950053786787 -642,642,2015-12-17,-0.277064883639745,-0.277064883639745,-0.2711434503111996,-0.2659607482327702,-0.2674666128940816,-0.8475516506526243,0,-0.3717502229302543 -643,643,2015-12-18,-0.3235901406607139,-0.3235901406607139,-0.3003390518653905,-0.2743348735215098,-0.2841543400677076,-0.9121453586296168,0,-0.291476077849694 -644,644,2015-12-21,-0.2902444010603889,-0.2902444010603889,-0.3014379595510016,-0.2455090936735089,-0.3032260932242039,-1.153122588459396,0,-0.2972740691217382 -645,645,2015-12-22,-0.3316885215069722,-0.3316885215069722,-0.2901363204761801,-0.2688594750493147,-0.2507786583672243,-1.1512374696963543,0,-0.2896024048928755 -646,646,2015-12-23,-0.3356584362957657,-0.3356584362957657,-0.3387961054834781,-0.293015455064353,-0.2954383356410238,-1.243562864536887,0,-0.2978756561138049 -647,647,2015-12-24,-0.3218435780463617,-0.3218435780463617,-0.3634395706440456,-0.2905998109891494,-0.3211851796669701,-1.4359358274641472,1,-0.3182005193295791 -648,648,2015-12-28,-0.3475674992097023,-0.3475674992097023,-0.361870023295778,-0.3347245931906069,-0.3064047187502866,-1.1649102587969695,0,-0.3249196013032246 -649,649,2015-12-29,-0.2167245412185575,-0.2167245412185575,-0.2717714937923308,-0.2701479260613892,-0.3291320845120236,-1.050213273816726,1,-0.3394358370268592 -650,650,2015-12-30,-0.2024333477106938,-0.2024333477106938,-0.1790042847131811,-0.1715919054043707,-0.2251909616031518,-0.7568615395583445,0,-0.2815090160268939 -651,651,2015-12-31,-0.171945619661127,-0.171945619661127,-0.1818299190237103,-0.1281114638932002,-0.1948347581668772,-0.9801004831961296,0,-0.2218961604851277 -652,652,2016-01-04,-0.4355371038280692,-0.4355371038280692,-0.3712879810108551,-0.440044232963396,-0.318642461128689,-0.0461490536173974,-1,-0.1862988769455978 -653,653,2016-01-05,-0.435219546989096,-0.435219546989096,-0.441765596868191,-0.4239403230762043,-0.3879365430679364,-0.8729439732680524,1,-0.367348347270742 -654,654,2016-01-06,-0.5049282704616201,-0.5049282704616201,-0.5491304944535245,-0.4886780177858685,-0.4890168802680116,-0.7384191728644914,0,-0.4269699918459205 -655,655,2016-01-07,-0.5587580162314145,-0.5587580162314145,-0.5744020030952215,-0.5258781532911079,-0.5813561677862816,-0.78947636538639,1,-0.4988008551506918 -656,656,2016-01-08,-0.6325954329122181,-0.6325954329122181,-0.5430088107116334,-0.5725796071482159,-0.5230282416030648,-0.7727147069872969,1,-0.5466430200401348 -657,657,2016-01-11,-0.6826142694635208,-0.6826142694635208,-0.6370314331275729,-0.6977072518954761,-0.5842169534950792,-0.6674887403707686,1,-0.5783686300849116 -658,658,2016-01-12,-0.648950745873408,-0.648950745873408,-0.6481761174675676,-0.6605071163902372,-0.6225193797167135,-0.8944979215346368,0,-0.656387121878558 -659,659,2016-01-13,-0.802341829487347,-0.802341829487347,-0.6652853062728032,-0.7460189815570537,-0.6160032087559056,-0.6595394443820388,0,-0.6454650049538517 -660,660,2016-01-14,-0.7091323098751089,-0.7091323098751089,-0.706881454587426,-0.8526268419734198,-0.7717558595339551,-0.1225531442062171,1,-0.7274640052898947 -661,661,2016-01-15,-0.7280280775480832,-0.7280280775480832,-0.7842657524026113,-0.790304791338959,-0.8232497749390789,-0.3297117976725145,0,-0.7571420982762925 -662,662,2016-01-19,-0.7323155491758497,-0.7323155491758497,-0.6995041329669209,-0.733457908808194,-0.6684506436128853,-0.6794581089023702,-1,-0.7580861894314336 -663,663,2016-01-20,-0.827906972231201,-0.827906972231201,-0.843755863196603,-0.8869282506621146,-0.8164157641609859,-0.2706598846133792,0,-0.716553269418624 -664,664,2016-01-21,-0.8077407500515195,-0.8077407500515195,-0.8131474444871479,-0.8262164758321234,-0.7822452555640589,-0.8776227017642763,0,-0.8180853751300009 -665,665,2016-01-22,-0.7667729648633954,-0.7667729648633954,-0.7775162497214129,-0.7616395783344073,-0.7305928749567551,-0.8871845692250054,0,-0.8022034427874408 -666,666,2016-01-25,-0.8647462913618593,-0.8647462913618593,-0.807810758961214,-0.8123669520711888,-0.8059263681308826,-0.9838025838994522,0,-0.7634821196665355 -667,667,2016-01-26,-0.909524985768476,-0.909524985768476,-0.8980662431994885,-0.9250945516500356,-0.8593273224397173,-0.469256010686102,0,-0.8098574693628119 -668,668,2016-01-27,-0.99670069828941,-0.99670069828941,-0.9696427667424358,-0.9751775846965308,-0.9279857247443948,-0.77519034488093,0,-0.8936779149418713 -669,669,2016-01-28,-0.9708179987065828,-0.9708179987065828,-1.0007220496563711,-1.029286767991198,-0.9532558090444134,-0.5536093972636514,0,-0.9558943801136748 -670,670,2016-01-29,-0.946999418577081,-0.946999418577081,-0.9621082658452802,-0.93797767955979,-0.9666059907833144,-0.9489165306460554,1,-0.9829847433168444 -671,671,2016-02-01,-0.8558542455689829,-0.8558542455689829,-0.871381917402526,-1.023811599887502,-0.9855188240311676,-0.3935332883248877,-1,-0.9431233484923722 -672,672,2016-02-02,-1.0807006152697989,-1.0807006152697989,-0.9718401330300104,-1.0643935449506263,-0.9273498177565932,-0.285422862878163,-1,-0.9230581937655958 -673,673,2016-02-03,-1.2283752214805912,-1.2283752214805912,-1.1159351330666896,-1.2262380120932863,-1.0676863279833886,0.204662590964153,-1,-1.0093641779936329 -674,674,2016-02-04,-1.198998942367431,-1.198998942367431,-1.240880083661738,-1.277609496151856,-1.272548868183692,-0.6007146540654387,1,-1.1515980292970254 -675,675,2016-02-05,-1.4011386351767794,-1.4011386351767794,-1.2876561873092915,-1.426570835384762,-1.263012991605445,0.5467548657705746,0,-1.201880119241703 -676,676,2016-02-08,-1.633130715206934,-1.633130715206934,-1.5364471808137776,-1.615631036939452,-1.488695631310543,0.5184553720506967,-1,-1.3397171895456288 -677,677,2016-02-09,-1.629002249149469,-1.629002249149469,-1.495008211775805,-1.6953454484731807,-1.7235963077766048,0.3682363901379579,1,-1.524520232591133 -678,678,2016-02-10,-1.7017279897430522,-1.7017279897430522,-1.5706660075078955,-1.6842336239483433,-1.5935905010245015,0.7668140910128678,-1,-1.587994691480895 -679,679,2016-02-11,-1.5937509413644904,-1.5937509413644904,-1.4405411015799163,-1.5995268966837608,-1.5697506959022662,1.6403054465287468,1,-1.6316192822724798 -680,680,2016-02-12,-1.5846998900013125,-1.5846998900013125,-1.5386449961849995,-1.6526699144957455,-1.5220713130110262,0.0466760112567125,1,-1.5870228329388378 -681,681,2016-02-16,-1.5191194054354382,-1.5191194054354382,-1.4454071474431935,-1.4850279937199966,-1.4632666271018815,-0.3262595319859804,1,-1.5723105272867766 -682,682,2016-02-17,-1.3045945416045088,-1.3045945416045088,-1.345105662008712,-1.4436411411231354,-1.458498575136142,-0.27370332936335,1,-1.4856990422159977 -683,683,2016-02-18,-1.3349232640837745,-1.3349232640837745,-1.2884409609834253,-1.313360153064574,-1.245212597718089,-0.7137763552994293,0,-1.3867558580211927 -684,684,2016-02-19,-1.3379402812048338,-1.3379402812048338,-1.3741443088280758,-1.349916178248025,-1.384436441231155,-0.9245916849205424,0,-1.2942927238845543 -685,685,2016-02-22,-1.1607308446122075,-1.1607308446122075,-1.1948892027719662,-1.231552382985034,-1.2817669049446545,-0.4474749396769825,1,-1.3031327634839047 -686,686,2016-02-23,-1.1691465551466242,-1.1691465551466242,-1.150624823965288,-1.1698742123038626,-1.1857722321743742,-0.2375453887517564,0,-1.2116938049831265 -687,687,2016-02-24,-1.1407231737011982,-1.1407231737011982,-1.1856279752498922,-1.2639212303398668,-1.2399677860264215,-0.3712752595564444,-1,-1.163292270255329 -688,688,2016-02-25,-1.0068634257398088,-1.0068634257398088,-1.0440447000540882,-1.145396177127931,-1.1461984466835993,-0.2906239736822176,-1,-1.1685335135023756 -689,689,2016-02-26,-0.9606554984069988,-0.9606554984069988,-0.9894204105815496,-0.9875778602334422,-0.9864723434830226,-0.2192165834291709,0,-1.0648906096920516 -690,690,2016-02-29,-0.9354079125021176,-0.9354079125021176,-0.921140161011788,-0.9196191531778408,-0.927667657573878,-0.5749135105134472,-1,-0.9671739574549232 -691,691,2016-03-01,-1.0240126307984314,-1.0240126307984314,-0.927419024030329,-1.0246167377897368,-0.8982654282959218,-0.0722454567346845,-1,-0.8992741755521046 -692,692,2016-03-02,-0.9924134538124578,-0.9924134538124578,-1.0440447000540882,-1.0439414296543672,-1.0654612219091617,-0.4923771058761788,0,-0.9528970515801034 -693,693,2016-03-03,-0.8749090188122581,-0.8749090188122581,-0.9043448816762066,-1.0001389329823027,-0.9931474343524734,-0.4999630054768523,-1,-0.9835027302148274 -694,694,2016-03-04,-0.7907500962615691,-0.7907500962615691,-0.8005901675337124,-0.7862786410907869,-0.8386661428435644,-0.1229165405942733,1,-0.9121170686940524 -695,695,2016-03-07,-0.7232644978126721,-0.7232644978126721,-0.7115905457158762,-0.787889147263755,-0.8437518072733584,-0.3863107851122704,0,-0.7932895753074277 -696,696,2016-03-08,-0.7659788456151478,-0.7659788456151478,-0.7461230573378236,-0.7105903798052302,-0.7512538271996757,-0.6476609249474512,0,-0.7229522220227291 -697,697,2016-03-09,-0.6687994112141163,-0.6687994112141163,-0.7167702765069829,-0.7010890614533617,-0.7350426323987466,-0.8679926974807864,1,-0.7113773927454974 -698,698,2016-03-10,-0.7250110604270242,-0.7250110604270242,-0.6552397541602429,-0.735229212193111,-0.6479483839253746,-0.4174038885653305,1,-0.669675723291173 -699,699,2016-03-11,-0.6881719684471793,-0.6881719684471793,-0.7159855028328491,-0.6601848308608447,-0.680847078546699,-0.8374446886098107,1,-0.6878705717078277 -700,700,2016-03-14,-0.5666976186581867,-0.5666976186581867,-0.6014002383618379,-0.5746729656940268,-0.6058314251898566,-0.6733257948539215,1,-0.6680719481434437 -701,701,2016-03-15,-0.5160436684289378,-0.5160436684289378,-0.5660829530657563,-0.5608236723015902,-0.5800845811639098,-0.8743748465460238,1,-0.5818346673426903 -702,702,2016-03-16,-0.4590381271185975,-0.4590381271185975,-0.5094180274986453,-0.4719299975768878,-0.5208033628820689,-0.7980161805057111,-1,-0.5324515018594149 -703,703,2016-03-17,-0.3883765059783394,-0.3883765059783394,-0.4164943127683169,-0.4239403230762043,-0.4656540622249347,-0.737556106442858,1,-0.4794020581232301 -704,704,2016-03-18,-0.2873861623588161,-0.2873861623588161,-0.32262842054538,-0.2941426481274824,-0.3443895325078665,-0.5265817909019703,0,-0.4195011904255453 -705,705,2016-03-21,-0.1987814440625029,-0.1987814440625029,-0.23786680110969,-0.1823814443998157,-0.245216234211503,-0.3912166363510293,1,-0.3296016236785849 -706,706,2016-03-22,-0.2635675822293142,-0.2635675822293142,-0.2518366706765668,-0.2216751688193642,-0.2154959377630296,-0.6164769723973771,1,-0.2421171939333033 -707,707,2016-03-23,-0.4487166212487122,-0.4487166212487122,-0.3187041030910635,-0.3912494205604774,-0.292418857376815,-0.4727537009211431,1,-0.2471124336248084 -708,708,2016-03-24,-0.3666222724529783,-0.3666222724529783,-0.4103726290264259,-0.5044601028806652,-0.5560860834862631,-0.4700055157364679,0,-0.3644820796116804 -709,709,2016-03-28,-0.3267659362012594,-0.3267659362012594,-0.3174484652124495,-0.3434207736402405,-0.3044974524933445,-0.7051229788088406,-1,-0.4219499938941931 -710,710,2016-03-29,-0.3288302828053994,-0.3288302828053994,-0.3555913848190603,-0.3381064027484924,-0.3318337229589468,-0.6849999038202276,-1,-0.3542332324396842 -711,711,2016-03-30,-0.380278125132081,-0.380278125132081,-0.3066179148839321,-0.3192647936252018,-0.249189459280799,-0.6807527085348205,1,-0.3435882531041323 -712,712,2016-03-31,-0.334546760208545,-0.334546760208545,-0.2764803603789572,-0.3432597460597935,-0.3405749999939824,0.2231730944807666,-1,-0.3411021185884828 -713,713,2016-04-01,-0.2103731772882808,-0.2103731772882808,-0.1119798975638572,-0.2105633442945271,-0.0943901006013732,2.0366573445268124,1,-0.3394197486267148 -714,714,2016-04-04,-0.061110559731807,-0.061110559731807,-0.0457400595468433,-0.0432437090481704,-0.0262086853758545,1.4638083633046926,-1,-0.214313369770396 -715,715,2016-04-05,0.0735435346286442,0.0735435346286442,0.0239527826363592,-0.101861894963852,-0.1632076501679246,0.6628372994802826,-1,-0.0488624003569344 -716,716,2016-04-06,0.2315396467093229,0.2315396467093229,0.1994407505148034,0.1147360961637617,0.0508731541465729,1.0618465335660092,-1,0.0183711690890704 -717,717,2016-04-07,0.1010142455571517,0.1010142455571517,0.2245553044216745,0.1318059411651378,0.2492192960328374,0.4147057032606467,-1,0.1794962246712015 -718,718,2016-04-08,-0.0122031721169107,-0.0122031721169107,0.0908204395926802,0.0272914392945833,0.1546553571468022,0.0757704345754634,1,0.1587546867883538 -719,719,2016-04-11,-0.0145850755600239,-0.0145850755600239,0.0620957022429699,-0.0165112877459801,0.003670530981261,0.4840917011051306,-1,0.0496410454064231 -720,720,2016-04-12,-0.0479308151603489,-0.0479308151603489,-0.050763060144947,-0.0434045062601189,-0.0201692741409744,-0.2877849394005284,1,-0.0217016839206332 -721,721,2016-04-13,0.0586170002920191,0.0586170002920191,0.0073142334937804,0.0161798451382446,-0.035903481862745,-0.4780229485479582,1,-0.0518308070119129 -722,722,2016-04-14,0.016220209328516,0.016220209328516,0.0283479642951559,0.0760867124344992,0.0354567862420874,-0.658222132475335,0,-0.000678167031921 -723,723,2016-04-15,0.058299443453046,0.058299443453046,-0.0068125908079226,0.0450058553547444,0.0085972755024119,-0.7444833500901796,0,0.024358861964484 -724,724,2016-04-18,0.0482957215729485,0.0482957215729485,0.0514218821074554,0.0859096252102649,0.0232188165104533,-0.6266066467144441,1,0.031675061930156 -725,725,2016-04-19,-0.0550765254896883,-0.0550765254896883,-0.0104227742507617,-0.0817322955654843,0.0373638251457982,-0.1528058935118972,-1,0.0461716936402813 -726,726,2016-04-20,-0.0137909563117764,-0.0137909563117764,-0.0215672340489327,-0.0777059149488137,-0.071662962192867,-0.4170404921772743,1,-0.0423527915876693 -727,727,2016-04-21,-0.0404675479920363,-0.0404675479920363,-0.0648898844466501,0.0094162260224736,-0.0282748715414392,-0.9646334244294869,1,-0.0598598385531501 -728,728,2016-04-22,0.0462318292704379,0.0462318292704379,-0.016230773064823,-0.0099084658421575,-0.0298640706278649,-0.7367838891182386,1,-0.0446028325553662 -729,729,2016-04-25,0.0155850956505698,0.0155850956505698,0.0368239690594483,0.0714162214960407,0.0356154787974987,-0.7631301272523142,1,-0.0035360255225739 -730,730,2016-04-26,0.0460728237001367,0.0460728237001367,0.0109248660202672,0.049353830395312,0.020358258154887,-0.8645404317942524,0,0.0288741980866815 -731,731,2016-04-27,0.0100276238177254,0.0100276238177254,-0.0005339523312048,0.0495150883442575,0.0314835611727919,-0.8686286411598848,-1,0.0382677456860002 -732,732,2016-04-28,-0.0496776049255157,-0.0496776049255157,-0.0251778665754194,0.0179513788916602,-0.0146063952787907,-1.024616540733016,1,0.0269036818989936 -733,733,2016-04-29,-0.1600365567471907,-0.1600365567471907,-0.1036606229925678,-0.1371294691352289,-0.0417837458357514,-0.3671416256423049,1,-0.012256880615021 -734,734,2016-05-02,-0.1435222382157001,-0.1435222382157001,-0.1859107421292059,-0.1852801712163598,-0.1473142951842801,-0.7237016191482146,1,-0.1197763514751421 -735,735,2016-05-03,-0.2940553102788811,-0.2940553102788811,-0.2530925330970046,-0.2368129132238749,-0.2131119117801598,-0.6196112662443619,1,-0.1714904877926741 -736,736,2016-05-04,-0.4490344052385004,-0.4490344052385004,-0.3229423300150335,-0.4174989894898252,-0.325476471906782,0.379342692247926,-1,-0.2564782957688787 -737,737,2016-05-05,-0.6241794952269867,-0.6241794952269867,-0.4142964973970948,-0.5883614618745145,-0.3545608613674535,0.9594823135054236,1,-0.3899892846539726 -738,738,2016-05-06,-0.5701909710377053,-0.5701909710377053,-0.606893878622598,-0.6154161687060973,-0.6341214424605456,-0.305500513318269,-1,-0.5435088209320015 -739,739,2016-05-09,-0.6656236156735709,-0.6656236156735709,-0.6103473318724342,-0.6365121639556455,-0.5570396029381185,-0.5119096617342005,-1,-0.5818542713561995 -740,740,2016-05-10,-0.669275746472576,-0.669275746472576,-0.7152005046168916,-0.6654992017525927,-0.6868864897815792,-0.6722128934154994,-1,-0.6200189954187754 -741,741,2016-05-11,-0.6649885019956242,-0.6649885019956242,-0.6208641972731219,-0.6485901539631647,-0.6862510375002402,-0.4243538444869056,0,-0.6639372293063295 -742,742,2016-05-12,-0.6916650936758841,-0.6916650936758841,-0.6806682175367675,-0.6870785101119796,-0.6250623256082258,-0.7676271575545099,1,-0.6526758854852449 -743,743,2016-05-13,-0.6864251786820125,-0.6864251786820125,-0.6880455391572722,-0.638122670128614,-0.6832311045295688,-0.955616651550842,-1,-0.6677352834737551 -744,744,2016-05-16,-0.6756275647044826,-0.6756275647044826,-0.6574371204478175,-0.6184759231030889,-0.6773506132033312,-0.9268629123458936,-1,-0.6593454211451123 -745,745,2016-05-17,-0.7332682196927691,-0.7332682196927691,-0.7097068643561314,-0.6812812868473894,-0.6630466846593441,-0.950892498506111,-1,-0.6467185892584375 -746,746,2016-05-18,-0.6298959726301323,-0.6298959726301323,-0.6235324277651768,-0.6212133919706874,-0.6614577129261493,-0.3208767229878977,1,-0.6866222310299557 -747,747,2016-05-19,-0.5657449481412673,-0.5657449481412673,-0.6003013306762272,-0.6284603241962979,-0.5904152846386019,-0.0372458421100201,1,-0.6432826432675955 -748,748,2016-05-20,-0.4852383835403986,-0.4852383835403986,-0.5412823086285387,-0.4827197669408313,-0.5368554104211247,0.4489785251091986,-1,-0.5965898753951366 -749,749,2016-05-23,-0.5497069648682363,-0.5497069648682363,-0.5091041180289922,-0.490610579119731,-0.4910830664335963,-0.4378449353934927,0,-0.5017593629705814 -750,750,2016-05-24,-0.5228715947684898,-0.5228715947684898,-0.5696929119667712,-0.5015613760641211,-0.5430537415646474,-0.9122362077266308,-1,-0.4858274076209056 -751,751,2016-05-25,-0.4963535543569016,-0.4963535543569016,-0.5285680769402764,-0.4801430952851808,-0.522233642059852,-0.8865713378201606,-1,-0.5021707493209409 -752,752,2016-05-26,-0.4083839497385348,-0.4083839497385348,-0.4673512395213662,-0.4392390950611615,-0.4810704301294202,-0.6718040724789361,-1,-0.4946341680666239 -753,753,2016-05-27,-0.4414123596507013,-0.4414123596507013,-0.4568343741206784,-0.4118623330686847,-0.4097101620245877,-0.7676725821030169,0,-0.4487813934417049 -754,754,2016-05-31,-0.438395342529642,-0.438395342529642,-0.475356604623002,-0.3997843430611655,-0.4407018177422013,-0.9632934002485296,0,-0.4353513034878198 -755,755,2016-06-01,-0.4966713383466895,-0.4966713383466895,-0.5122434372673507,-0.4740235864911973,-0.4654951423162921,-0.9192997250194735,1,-0.4329582135530055 -756,756,2016-06-02,-0.5061987249683273,-0.5061987249683273,-0.5513278607410986,-0.4704807493528647,-0.4955332785820503,-1.1350436181535992,-1,-0.4762945538420031 -757,757,2016-06-03,-0.5057223897098676,-0.5057223897098676,-0.5194640286948529,-0.4559871152701421,-0.4890168802680116,-1.0904821360682055,1,-0.4934908786830281 -758,758,2016-06-06,-0.4788867924593064,-0.4788867924593064,-0.5357882192841309,-0.4972134010235535,-0.5208033628820689,-1.0858261198462351,1,-0.4900398870587179 -759,759,2016-06-07,-0.2937377534399079,-0.2937377534399079,-0.3232564640265108,-0.39946251826877,-0.4534163198465314,-0.1854888561627032,1,-0.4922531146385843 -760,760,2016-06-08,-0.2432425816301461,-0.2432425816301461,-0.2226408445805521,-0.2208700309171292,-0.2696914916150775,-0.2403617107591921,1,-0.3832847418271243 -761,761,2016-06-09,-0.3410571297091239,-0.3410571297091239,-0.3092861453759873,-0.3102467883831731,-0.2509378056290985,-0.5764806574369397,-1,-0.2812620590846771 -762,762,2016-06-10,-0.5088979580995985,-0.5088979580995985,-0.4248133627977825,-0.4493847541033161,-0.3715666557115963,-0.2279608090167736,-1,-0.3092361223557792 -763,763,2016-06-13,-0.5235067084464361,-0.5235067084464361,-0.4593458744197303,-0.4616235413227842,-0.4969635577598334,-0.6444130697291988,-1,-0.4312481357909888 -764,764,2016-06-14,-0.5697146357792456,-0.5697146357792456,-0.5153829810475334,-0.544236679673057,-0.506817274155366,-0.78359388635473,1,-0.4849084024526564 -765,765,2016-06-15,-0.5262061687285223,-0.5262061687285223,-0.5200918476341603,-0.5023665139663557,-0.537491090055695,-0.9361522325155808,1,-0.5334568481084392 -766,766,2016-06-16,-0.522553810778702,-0.522553810778702,-0.5806806415719397,-0.5286160828957038,-0.5300211722898004,-1.0424911005705313,1,-0.5218791586711816 -767,767,2016-06-17,-0.5616162549329873,-0.5616162549329873,-0.5500722228624846,-0.5125119426400128,-0.5238228411462778,-0.8897964807641595,0,-0.5266641468074662 -768,768,2016-06-20,-0.4944482133230629,-0.4944482133230629,-0.4910529762729731,-0.4524442781318096,-0.4969635577598334,-0.7892038180953479,1,-0.5360992188654911 -769,769,2016-06-21,-0.4958772190984419,-0.4958772190984419,-0.5095749822334721,-0.4431042177288865,-0.4782096444206227,-0.5680998282373931,1,-0.4947053145472626 -770,770,2016-06-22,-0.8603000413146066,-0.8603000413146066,-0.7704528375705613,-0.8144605409854984,-0.8153030974472567,3.7957002731871854,-1,-0.4831366226967525 -771,771,2016-06-23,-0.8644287345228866,-0.8644287345228866,-0.902304245581635,-0.8727566717402859,-0.8753793699787726,0.7041736386216774,-1,-0.8521802106493778 -772,772,2016-06-24,-0.9160353552690544,-0.9160353552690544,-0.9404469406464216,-0.9114060554695484,-0.9650165643436578,-0.0008607787558913,-1,-0.8552959974773459 -773,773,2016-06-27,-0.8302888756743142,-0.8302888756743142,-0.8825266017425207,-0.9413594891176756,-0.9521431423306842,0.0397714798836444,-1,-0.8918321583386367 -774,774,2016-06-28,-0.7788408061968186,-0.7788408061968186,-0.8002762580640589,-0.7555202999089227,-0.7768417513169799,-0.1857614034537454,1,-0.8684973044225107 -775,775,2016-06-29,-0.6454573934938889,-0.6454573934938889,-0.6789414909118495,-0.6977072518954761,-0.7253480632650877,-0.2351605999551375,-1,-0.7689352531021507 -776,776,2016-06-30,-0.6122702051622357,-0.6122702051622357,-0.6519434801870573,-0.6007615070429281,-0.6007457607600627,-0.4967605748071069,-1,-0.6646193178857854 -777,777,2016-07-01,-0.5452609419717983,-0.5452609419717983,-0.5775415468754042,-0.6493955222338981,-0.7092957883728003,-0.3702759194892898,-1,-0.6002892540416764 -778,778,2016-07-05,-0.5852760566430026,-0.5852760566430026,-0.6356188405141321,-0.6171874720910143,-0.6522394488119553,-0.4213103997369348,-1,-0.5747860413060867 -779,779,2016-07-06,-0.577971795044991,-0.577971795044991,-0.6247880656437909,-0.6010835622038221,-0.6479483839253746,-0.4793175481804085,-1,-0.587881641503636 -780,780,2016-07-07,-0.5541532149154895,-0.5541532149154895,-0.5794250036933256,-0.5365066647061059,-0.5986795745944781,-0.7763713831421126,-1,-0.5858332902319162 -781,781,2016-07-08,-0.5408149190753595,-0.5408149190753595,-0.55289763263119,-0.5125119426400128,-0.5239817610549202,-0.6712589778968518,-1,-0.5484865719366829 -782,782,2016-07-11,-0.4137828703027073,-0.4137828703027073,-0.4434923234931091,-0.4318313656236024,-0.4896527872558131,-0.3635076617617427,-1,-0.5266715951408664 -783,783,2016-07-12,-0.4158469897560326,-0.4158469897560326,-0.432190684418288,-0.3720857562762933,-0.4238551706599326,-0.5584925362281569,1,-0.4445001211966085 -784,784,2016-07-13,-0.4495107404969601,-0.4495107404969601,-0.4621712841884356,-0.4192702928747427,-0.4016047919773541,-0.7865691942819403,-1,-0.4113651077125139 -785,785,2016-07-14,-0.4653894910488751,-0.4653894910488751,-0.4723740155776461,-0.4070312752867761,-0.4394302311198295,-0.9890036947035068,-1,-0.4287897984555888 -786,786,2016-07-15,-0.4833330425065595,-0.4833330425065595,-0.5067495724647667,-0.4297377767092928,-0.448966107698077,-1.0893010978070228,-1,-0.4409618648981816 -787,787,2016-07-18,-0.3904408525824794,-0.3904408525824794,-0.4386265021716559,-0.4513170850686806,-0.4947384516856062,-0.8217732193748863,1,-0.4595042227579556 -788,788,2016-07-19,-0.4061610518657229,-0.4061610518657229,-0.4070763550532403,-0.3474469238884125,-0.4095512421159451,-0.8892286739078217,-1,-0.4372056107777979 -789,789,2016-07-20,-0.3569361074118535,-0.3569361074118535,-0.3960886254480719,-0.3434207736402405,-0.3861884240728686,-1.0133739649775269,1,-0.4018246864268767 -790,790,2016-07-21,-0.4817450311608792,-0.4817450311608792,-0.4266970441575274,-0.4384339571589264,-0.3936581144855314,-0.5908802393136673,1,-0.3716624517694665 -791,791,2016-07-22,-0.453639206554425,-0.453639206554425,-0.4792804729936709,-0.4419767942972585,-0.4573897722690581,-1.0108301902611334,-1,-0.4346936156485829 -792,792,2016-07-25,-0.3307358509900532,-0.3307358509900532,-0.3711310262760283,-0.4018779319754751,-0.4529395601206037,-0.5767986292764888,1,-0.4505982505113468 -793,793,2016-07-26,-0.3386752262660107,-0.3386752262660107,-0.3929493062097129,-0.3385894854898334,-0.3667988310990876,-0.8177077222835074,-1,-0.3957281957454865 -794,794,2016-07-27,-0.3548717608077135,-0.3548717608077135,-0.3402086980969189,-0.3125011745094311,-0.3405749999939824,-0.940581125995016,1,-0.3616430132661962 -795,795,2016-07-28,-0.3212084643684154,-0.3212084643684154,-0.3810198481955849,-0.3176545178207322,-0.3626664587679183,-1.0473061027122763,1,-0.3435643588505845 -796,796,2016-07-29,-0.2548340877051092,-0.2548340877051092,-0.3100711435919449,-0.2590363319050506,-0.3189603009459741,-0.8992902114021282,-1,-0.3387631035541539 -797,797,2016-08-01,-0.3307358509900532,-0.3307358509900532,-0.288880682597566,-0.2728856252974868,-0.2426732883199907,-0.6845456583351572,1,-0.2941485994603499 -798,798,2016-08-02,-0.3753557669771829,-0.3753557669771829,-0.3949897177624608,-0.4013948492341341,-0.3400982402680547,-0.7031470109487848,1,-0.3018945980565465 -799,799,2016-08-03,-0.3977451141804911,-0.3977451141804911,-0.3976583973381632,-0.3561428739695476,-0.3718844955288815,-0.7137309307509222,-1,-0.3709892416034236 -800,800,2016-08-04,-0.3212084643684154,-0.3212084643684154,-0.3794500763054935,-0.3909273653995835,-0.3985850863599136,-0.654860715885815,1,-0.3918321513038479 -801,801,2016-08-05,-0.3304182941510801,-0.3304182941510801,-0.3615558892843007,-0.3047713899109781,-0.3300856039638786,-0.868764914805406,-1,-0.3747046788567743 -802,802,2016-08-08,-0.3918698583578584,-0.3918698583578584,-0.3992277201446074,-0.3258673851605259,-0.3618718592247054,-1.0826236891764898,1,-0.3432293030209102 -803,803,2016-08-09,-0.3455031526055623,-0.3455031526055623,-0.3687764807118032,-0.3168493799184972,-0.3806257725639161,-1.0952971382099503,-1,-0.3653901208331645 -804,804,2016-08-10,-0.3999682392041176,-0.3999682392041176,-0.3949897177624608,-0.3495402824342236,-0.3580575540640525,-1.0656576203091153,1,-0.3533082090180476 -805,805,2016-08-11,-0.4117185236985673,-0.4117185236985673,-0.4310920012745007,-0.3690260018793017,-0.390956248685377,-1.1695435627446864,1,-0.3746622829430603 -806,806,2016-08-12,-0.4006033528820639,-0.4006033528820639,-0.4455329595876807,-0.3588805732056456,-0.4030350711551372,-1.1848516355915544,1,-0.3962983805639379 -807,807,2016-08-15,-0.400920909721037,-0.400920909721037,-0.4007974920346987,-0.344548197071868,-0.3933402746682463,-1.1347029340397965,-1,-0.3997760372218209 -808,808,2016-08-16,-0.4323613082875232,-0.4323613082875232,-0.4370567302815645,-0.3690260018793017,-0.4017634845327654,-1.0818287595776168,1,-0.3904517665714573 -809,809,2016-08-17,-0.4382365641101554,-0.4382365641101554,-0.4741007422025642,-0.3788493753920643,-0.4201997854079223,-1.1908476759944822,-1,-0.4084016244059129 -810,810,2016-08-18,-0.4339490924823888,-0.4339490924823888,-0.4610726010446484,-0.3870624731003569,-0.4283051554551562,-1.207336787102533,-1,-0.4234927225013743 -811,811,2016-08-19,-0.4102895179231882,-0.4102895179231882,-0.468763832134807,-0.3831975808011304,-0.432755140250379,-1.219828537941965,1,-0.4255766470134134 -812,812,2016-08-22,-0.4431589222650535,-0.4431589222650535,-0.4697057850855913,-0.3807819367259268,-0.4227425039462038,-1.1276167044727003,-1,-0.4193650944776571 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-819,819,2016-08-31,-0.6165576767900023,-0.6165576767900023,-0.6660703044887608,-0.6067199882564637,-0.6411141457940503,-0.8525710632626508,1,-0.5871439585636811 -820,820,2016-09-01,-0.795037340738521,-0.795037340738521,-0.6896153110473635,-0.7379669114292086,-0.6636825916471457,0.2073199270518141,-1,-0.6189540029158824 -821,821,2016-09-02,-0.8425157225780386,-0.8425157225780386,-0.8136183086916282,-0.8072138391283858,-0.7698488206302443,-0.2391352479495023,-1,-0.7326864191501057 -822,822,2016-09-06,-0.7623267148161422,-0.7623267148161422,-0.8128335350174943,-0.7621226610757483,-0.8224551753958661,-0.5995336158042559,1,-0.806375701224892 -823,823,2016-09-07,-0.7801112607035254,-0.7801112607035254,-0.7618194289877946,-0.734585101871323,-0.7194675719388497,-0.7698075358828472,1,-0.7789512355787233 -824,824,2016-09-08,-0.8491848704981032,-0.8491848704981032,-0.865574143130288,-0.8046371674727353,-0.8140317381781161,-0.8295408171695879,-1,-0.7526733961695137 -825,825,2016-09-09,-0.8950750138411254,-0.8950750138411254,-0.8651032789258082,-0.8474737290306171,-0.8213425086821369,-0.743438585474518,1,-0.8140474846270891 -826,826,2016-09-12,-0.8342585633122929,-0.8342585633122929,-0.8423430460413385,-0.8410321650757401,-0.8863455257348041,-0.7529323161124867,1,-0.8574799680036164 -827,827,2016-09-13,-0.8699864335065453,-0.8699864335065453,-0.8875493777988007,-0.8514996489102907,-0.8536057510221222,-0.7815043571234067,1,-0.843629225972622 -828,828,2016-09-14,-0.8642699561034001,-0.8642699561034001,-0.8964964713093975,-0.8287929171192755,-0.8744256231736864,-1.0846905061335597,-1,-0.8583859832784156 -829,829,2016-09-15,-0.8005952668729948,-0.8005952668729948,-0.8242921288271426,-0.8039930571509477,-0.8626648678744425,-0.8978366258499033,-1,-0.846781062734247 -830,830,2016-09-16,-0.7215179351983195,-0.7215179351983195,-0.774376930483054,-0.7621226610757483,-0.8002047967132876,-0.8908866699283282,1,-0.8144351554839023 -831,831,2016-09-19,-0.7065916280125092,-0.7065916280125092,-0.7158285480980223,-0.6654992017525927,-0.6956277668166143,-1.0744699827194784,-1,-0.755543566755277 -832,832,2016-09-20,-0.7335857765317423,-0.7335857765317423,-0.7421987398835072,-0.6830525902323065,-0.6980117927994841,-1.0492593582980785,-1,-0.6860650361049542 -833,833,2016-09-21,-0.7243761738998923,-0.7243761738998923,-0.7539712431628093,-0.7208968360593343,-0.7056404031207899,-0.9986109867127432,1,-0.6953864763886256 -834,834,2016-09-22,-0.7051623950863154,-0.7051623950863154,-0.7495760615040126,-0.6977072518954761,-0.7051636433948621,-1.055527945992048,-1,-0.7113161376516142 -835,835,2016-09-23,-0.6889658605446122,-0.6889658605446122,-0.7040560448187206,-0.6547096627571477,-0.7116798143556701,-0.9369017375659466,-1,-0.6991754137959694 -836,836,2016-09-26,-0.6645121667371648,-0.6645121667371648,-0.6911848583956312,-0.6413432217375541,-0.7035742169552053,-1.052916034452894,1,-0.6794447786188624 -837,837,2016-09-27,-0.7150073385469263,-0.7150073385469263,-0.7071953640570795,-0.6717797381270224,-0.6535108080810959,-0.8306082940595031,1,-0.6538787615360423 -838,838,2016-09-28,-0.7077030769489151,-0.7077030769489151,-0.7343505540585222,-0.6613122542924722,-0.6875223967693808,-1.1224155936686455,1,-0.6837058211904439 -839,839,2016-09-29,-0.7961490168257417,-0.7961490168257417,-0.7487915123717022,-0.7366786907856325,-0.7178781454991928,-0.977375010285708,-1,-0.678345642955663 -840,840,2016-09-30,-0.7432719415728667,-0.7432719415728667,-0.7856785695578758,-0.7532656834141662,-0.7717558595339551,-1.0093311801604017,-1,-0.7400036022957865 -841,841,2016-10-03,-0.589722079539441,-0.589722079539441,-0.617881608227766,-0.6131615522113407,-0.6113943040520403,-0.2340249862424618,1,-0.7492956067658605 -842,842,2016-10-04,-0.62608506341164,-0.62608506341164,-0.6547688899557627,-0.6039822890203665,-0.5986795745944781,-0.7923835364908397,0,-0.6358545693342528 -843,843,2016-10-05,-0.6729281044223964,-0.6729281044223964,-0.6574371204478175,-0.6152549107571518,-0.6123478235038957,-1.1703157800693058,1,-0.607792645522362 -844,844,2016-10-06,-0.7913854370903305,-0.7913854370903305,-0.797764757765007,-0.7426371719991686,-0.7677828618178909,-0.5284896219392654,-1,-0.6181557203353836 -845,845,2016-10-07,-0.8610941605628541,-0.8610941605628541,-0.8431280442572964,-0.8136554030832633,-0.7909867599523253,-0.8033989895037938,1,-0.7522121357787066 -846,846,2016-10-10,-0.7921793291877629,-0.7921793291877629,-0.798863665450618,-0.7514941496607507,-0.7854241084433728,-0.8435315781097523,-1,-0.8218270603102539 -847,847,2016-10-11,-0.8056764034473795,-0.8056764034473795,-0.8293151294252464,-0.7732344856005854,-0.7774774309515502,-1.067906135460213,-1,-0.7887560429067336 -848,848,2016-10-12,-0.7832870562440718,-0.7832870562440718,-0.802944713097937,-0.7392553624412831,-0.7917813594955376,-1.149147940465031,-1,-0.7849250373123456 -849,849,2016-10-13,-0.8034535055745676,-0.8034535055745676,-0.8497205922036672,-0.7935253429478986,-0.7989332100909158,-1.0301583356508734,-1,-0.7637432284422125 -850,850,2016-10-14,-0.8626819447577193,-0.8626819447577193,-0.8414013176323784,-0.8056033329554178,-0.7963904915526346,-0.6269473308282468,-1,-0.7949689063491685 -851,851,2016-10-17,-0.903173394687384,-0.903173394687384,-0.889119149688892,-0.8748502606545955,-0.8537644435775336,-0.5623990473997612,1,-0.8336752136299391 -852,852,2016-10-18,-0.8215556083009239,-0.8215556083009239,-0.8721666910766598,-0.8545594033072822,-0.870611318013033,-0.3065679902081842,1,-0.8779627656808083 -853,853,2016-10-19,-0.7507349815903644,-0.7507349815903644,-0.7593081532305666,-0.7772604054802593,-0.8110120325606757,-0.0088782115673816,1,-0.8503152671393043 -854,854,2016-10-20,-0.8215556083009239,-0.8215556083009239,-0.8167578524718109,-0.7935253429478986,-0.7731863660649695,-0.4445677685725327,1,-0.7718756763685447 -855,855,2016-10-21,-0.8058354090176807,-0.8058354090176807,-0.8392039513448033,-0.7877278893148095,-0.8291302662653165,-0.9282256488011044,1,-0.7826741509588078 -856,856,2016-10-24,-0.763438390903363,-0.763438390903363,-0.801845805412326,-0.7419928313088816,-0.7909867599523253,-0.9717877908193436,-1,-0.7847440130173874 -857,857,2016-10-25,-0.7701075388234279,-0.7701075388234279,-0.7902304814096751,-0.7266942896924229,-0.7607897037779241,-1.0414236236806165,-1,-0.7574837086393589 -858,858,2016-10-26,-0.7716953230182935,-0.7716953230182935,-0.8137754879682783,-0.7444084753840856,-0.7909867599523253,-0.3174017450271101,1,-0.7462803426454614 -859,859,2016-10-27,-0.7435894984118393,-0.7435894984118393,-0.6488039364068746,-0.7194475878353108,-0.6266517520478828,1.377138324753285,-1,-0.7724489596936907 -860,860,2016-10-28,-0.8077407500515195,-0.8077407500515195,-0.7803416594901182,-0.7487566807931512,-0.7433071497078535,-0.6246306788543884,1,-0.726518245708072 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-879,879,2016-11-25,-0.8604590468849079,-0.8604590468849079,-0.907170291444912,-0.8484398945132996,-0.9079602247828128,-1.0593436080666383,0,-0.914461625288431 -880,880,2016-11-28,-0.8688747574193246,-0.8688747574193246,-0.8740503724364046,-0.8337852328501295,-0.8787169154134983,-0.568054403688886,-1,-0.848055979065691 -881,881,2016-11-29,-0.9728823453107228,-0.9728823453107228,-0.9151756565465474,-0.9151101505568264,-0.8774455561443573,-0.5884727382427948,-1,-0.8486799706446254 -882,882,2016-11-30,-0.9755815784419944,-0.9755815784419944,-0.991146912664644,-0.9473179703312116,-0.9499182636096882,-0.791111649132643,1,-0.9066985551120812 -883,883,2016-12-01,-1.0949918087776622,-1.0949918087776622,-1.043887520777438,-1.051993499782213,-0.9936241940784012,-0.4324167018469029,-1,-0.94236367807222 -884,884,2016-12-02,-1.1015021782782406,-1.1015021782782406,-1.1011804898256794,-1.0680974096694058,-1.0789703235567052,-0.6786404670292437,0,-1.0350708196110483 -885,885,2016-12-05,-1.0168671476199065,-1.0168671476199065,-1.0382369257818511,-1.027676722555227,-1.084851042236174,-0.6718494970274431,0,-1.0633345634647509 -886,886,2016-12-06,-1.0319520060743883,-1.0319520060743883,-1.0744959394868936,-1.0249387929506308,-1.0370125120830602,-0.8264292355968567,-1,-1.0229237199820134 -887,887,2016-12-07,-0.9160353552690544,-0.9160353552690544,-0.9674451759130376,-0.9875778602334422,-1.0269998757788843,-0.3562170217263649,-1,-1.0174654620930186 -888,888,2016-12-08,-0.9296914350989722,-0.9296914350989722,-0.981572224756564,-0.9144660402350384,-0.9332303090828308,-0.871285977247546,0,-0.9628374781626644 -889,889,2016-12-09,-0.9314379977133244,-0.9314379977133244,-0.9605387184970132,-0.8940139249387796,-0.9519842224220416,-0.978397062627116,0,-0.9186976414597878 -890,890,2016-12-12,-0.9274683100753452,-0.9274683100753452,-0.9514346702515896,-0.8880556740937421,-0.9213104065217133,-1.0428090724100805,-1,-0.9073978642383582 -891,891,2016-12-13,-0.836640466755406,-0.836640466755406,-0.843755863196603,-0.8587463507674028,-0.9152709952868332,-0.0468758463935098,1,-0.901386820837735 -892,892,2016-12-14,-0.8280657506506875,-0.8280657506506875,-0.8167578524718109,-0.7981956035178587,-0.8269051601910893,-0.6539749371899279,1,-0.8659969286934001 -893,893,2016-12-15,-0.8456915181185841,-0.8456915181185841,-0.8522320925027191,-0.7880501748442025,-0.8321499718827566,-0.8654943473129,-1,-0.8087300896193589 -894,894,2016-12-16,-0.7677256353803148,-0.7677256353803148,-0.8231934456833554,-0.7846683652863169,-0.8373947835744239,-0.734376388047366,0,-0.8065366448130034 -895,895,2016-12-19,-0.7639147261618225,-0.7639147261618225,-0.793997619587341,-0.7485954228442057,-0.7673058747387319,-0.804511890942216,1,-0.784026589544281 -896,896,2016-12-20,-0.6676879622777109,-0.6676879622777109,-0.7225780507792209,-0.7057590916548232,-0.7584056777950543,-0.5317374771575178,1,-0.7580401289376868 -897,897,2016-12-21,-0.6849959457558187,-0.6849959457558187,-0.6718778542191741,-0.6266887904428825,-0.6725827885908229,-0.4139743351530499,1,-0.7014706326299052 -898,898,2016-12-22,-0.6730868828418829,-0.6730868828418829,-0.7070384093222527,-0.6413432217375541,-0.6762381738428332,-0.8901371648779622,1,-0.6586660735523476 -899,899,2016-12-23,-0.5954385569425866,-0.5954385569425866,-0.6527282538611912,-0.6218577326609743,-0.679734639186201,-0.5359619601686714,1,-0.6482772572990951 -900,900,2016-12-27,-0.4971476736051491,-0.4971476736051491,-0.5145979828315759,-0.5138001632835887,-0.5703900120302506,-0.2531487211639202,1,-0.6196944864291959 -901,901,2016-12-28,-0.4938130996451171,-0.4938130996451171,-0.4902682025988393,-0.4690315011288418,-0.464700315419848,-0.737646955539872,-1,-0.5207849091146928 -902,902,2016-12-29,-0.5741606586756844,-0.5741606586756844,-0.5624727696229171,-0.5186314514339958,-0.51190293858516,-0.6780272356243988,1,-0.4748082240153281 -903,903,2016-12-30,-0.5898808579589276,-0.5898808579589276,-0.5891568708780558,-0.5579249454850462,-0.5478215661771562,-0.5422986846854017,1,-0.5235733267930556 -904,904,2017-01-03,-0.537480345115327,-0.537480345115327,-0.5447353127947278,-0.5695198527512239,-0.5707076244943041,-0.2514225883206532,-1,-0.5639994244625968 -905,905,2017-01-04,-0.3786903409372154,-0.3786903409372154,-0.4243424985933022,-0.5155719274055023,-0.5724559708426036,0.9501021442387224,-1,-0.5539398841322999 -906,906,2017-01-05,-0.3825012501557076,-0.3825012501557076,-0.4325048184297653,-0.3925376412040535,-0.3869827962628498,-0.2540572121340608,-1,-0.4504817287836342 -907,907,2017-01-06,-0.3466148286927829,-0.3466148286927829,-0.3880832603464364,-0.3361740717831284,-0.3788774262156166,-0.3412269207190459,1,-0.3749942104727065 -908,908,2017-01-09,-0.310569401659557,-0.310569401659557,-0.3628117517047385,-0.2951090439786625,-0.3464554913202199,-0.6929037752604502,1,-0.3474864724591237 -909,909,2017-01-10,-0.3329587488628647,-0.3329587488628647,-0.3615558892843007,-0.3129842572507721,-0.2982991213498213,-0.7654694915004262,-1,-0.3220384369773625 -910,910,2017-01-11,-0.3351818738864913,-0.3351818738864913,-0.3932632156793665,-0.3163660668086577,-0.3448662922337943,-0.7675590207317494,-1,-0.3278147089092117 -911,911,2017-01-12,-0.3374049989101178,-0.3374049989101178,-0.3819615766045454,-0.3340804828688189,-0.3450249847892055,-0.7358981104223514,0,-0.3445479559660802 -912,912,2017-01-13,-0.2078322682748659,-0.2078322682748659,-0.2697308576977592,-0.2695038157396008,-0.3300856039638786,-0.2128798589124406,1,-0.3529884669618442 -913,913,2017-01-17,-0.2422899111132267,-0.2422899111132267,-0.236611163231076,-0.1925268730734719,-0.2236015351634948,-0.5479994655230336,1,-0.293491209554449 -914,914,2017-01-18,-0.198146103233742,-0.198146103233742,-0.2405350316017449,-0.1730413839968922,-0.2243961347067077,-0.7407131125640963,1,-0.2506900171235884 -915,915,2017-01-19,-0.112399396488187,-0.112399396488187,-0.0997365300800752,-0.0897841353248314,-0.0559287544710963,0.1594424529254075,-1,-0.2219468985322498 -916,916,2017-01-20,-0.0969972083455464,-0.0969972083455464,-0.1418035425991785,-0.053389137721827,-0.0843774642971975,-0.6418465827385518,-1,-0.1507869662035009 -917,917,2017-01-23,-0.0304638261119388,-0.0304638261119388,-0.0650470637233006,-0.0132902754000431,-0.0781793605069061,-0.174291704955721,0,-0.109618239900627 -918,918,2017-01-24,0.0598876819495411,0.0598876819495411,-0.0036730470277399,0.053541008223931,-0.0122223692959209,-0.4689607511208063,0,-0.0666423095681979 -919,919,2017-01-25,0.0576643297750998,0.0576643297750998,0.0537764276716805,0.0881644720735199,0.1039560412848912,-0.4287373134178338,0,0.0096710054668089 -920,920,2017-01-26,0.0265414880475866,0.0265414880475866,0.0110815962132701,0.0712554242840922,0.0559590459295976,-0.8808251324340216,-1,0.0523385114856362 -921,921,2017-01-27,0.0335281928066248,0.0335281928066248,-0.0319271447147937,0.0353437397909273,0.0097099422161411,-0.8775999894900227,0,0.0438467187144118 -922,922,2017-01-30,-0.0033106720224045,-0.0033106720224045,0.0040179595205948,0.0124759804194651,0.0279868684761929,-0.7334224725287185,-1,0.0226558303258639 -923,923,2017-01-31,0.0173318854157367,0.0173318854157367,0.0134361417774953,0.0221380959832822,-0.0243016464721437,-0.6618788086301507,-1,0.0063221304934153 -924,924,2017-02-01,-0.0253829166883689,-0.0253829166883689,-0.0287880500182586,0.0438784319231169,0.0362516131385315,-0.6976052160309276,-1,0.003722978690918 -925,925,2017-02-02,0.0112978511736179,0.0112978511736179,-0.0410314175020406,0.0222993539322277,-0.0386053476629,-1.028977297389691,1,-0.0062246913958746 -926,926,2017-02-03,0.0078042716432841,0.0078042716432841,-0.0447983311378827,0.0540238605967735,0.0181333794338911,-1.1000894280774418,0,-0.0050689372263336 -927,927,2017-02-06,0.1100652969203298,0.1100652969203298,0.0437304264754731,0.0693230933187282,0.003670530981261,-0.7876139588976019,-1,0.0109194541455153 -928,928,2017-02-07,0.1054600413027754,0.1054600413027754,0.0779488040859435,0.1625647430839986,0.1179423573648248,-0.6326481116658788,1,0.0629478766150351 -929,929,2017-02-08,0.1785035658861467,0.1785035658861467,0.1306896367405614,0.1590216755771676,0.104592175625924,-0.703464982788334,0,0.1076036146825426 -930,930,2017-02-09,0.2915619779899079,0.2915619779899079,0.2534372210480353,0.3192558669153578,0.246040897859986,0.1794065419942459,-1,0.1480109276552485 -931,931,2017-02-10,0.2920385403991823,0.2920385403991823,0.2498270376051962,0.3186117565935698,0.3023026378776182,-0.7746225380245921,-1,0.2424086025292517 -932,932,2017-02-13,0.472582550951841,0.472582550951841,0.4042817237659125,0.3894689600972184,0.3174011659648177,-0.0001566982540324,1,0.3028911552721579 -933,933,2017-02-14,0.4786165851939598,0.4786165851939598,0.5078790340899321,0.5199105149992288,0.4491550917119917,0.0715232392900564,1,0.389921445233363 -934,934,2017-02-15,0.4592442551117119,0.4592442551117119,0.4270417321085585,0.484964995988746,0.4645719143229389,-0.4729581113894247,1,0.4594376048640237 -935,935,2017-02-16,0.2875922903519292,0.2875922903519292,0.3918816260891283,0.3570998823738867,0.4264279533034838,0.0106770565648935,-1,0.4647004184845973 -936,936,2017-02-17,0.3396752463565566,0.3396752463565566,0.2802785015798245,0.2870480471409724,0.2388888199113766,-0.1756090168624248,1,0.334275631647206 -937,937,2017-02-21,0.4216108167328056,0.4216108167328056,0.4138566362158167,0.445832299149644,0.3922576720597884,-0.3074310566298177,1,0.29799104569484 -938,938,2017-02-22,0.3600002469557247,0.3600002469557247,0.4460348268153624,0.4231257977271273,0.4694982041376264,0.3917208817160909,-1,0.3878079955277255 -939,939,2017-02-23,0.0818004667435748,0.0818004667435748,0.1510950995189823,0.1487149889545655,0.2102814175298641,1.7908424002810348,-1,0.3724159549695628 -940,940,2017-02-24,0.097838222865791,0.097838222865791,0.0504801536984949,0.0623982162540116,0.0300530546417775,0.2592174737210927,1,0.1680233928715519 -941,941,2017-02-27,-0.0731786282160445,-0.0731786282160445,-0.1047595306781789,-0.0694928172405212,-0.0413072134630549,1.0062695984676615,-1,0.096957935203651 -942,942,2017-02-28,-0.0134733994728032,-0.0134733994728032,-0.0633203370983826,-0.0390565312195513,-0.1045618841674226,-0.2162639877762142,1,-0.042550239457775 -943,943,2017-03-01,-0.0129972913651583,-0.0129972913651583,-0.0028884978954299,0.0448445974057989,0.0542106995812981,-0.5043918989562876,-1,-0.0251074529887043 -944,944,2017-03-02,-0.0056925754655176,-0.0056925754655176,-0.0275324121396445,0.0313173591742568,-0.0168317287062492,-0.835468720749755,1,0.0108360700531001 -945,945,2017-03-03,0.011615408012591,0.011615408012591,-0.0491935127966794,0.0430735243893804,-0.0004618413499082,-0.9336765946219476,-1,0.0057319580722844 -946,946,2017-03-06,0.0058989306094454,0.0058989306094454,-0.0523326074932145,0.0190788023232877,-0.0454395857942242,-0.834628366602375,-1,0.0084013588312456 -947,947,2017-03-07,-0.0357041954074395,-0.0357041954074395,-0.0179570506060935,0.0321227274449903,0.0182920719893024,-0.8110076013787209,1,-0.0054128863660877 -948,948,2017-03-08,-0.0630159007656457,-0.0630159007656457,-0.0779182501463897,-0.0161887718480891,-0.0599019795403918,-0.7506610886871353,1,-0.0096243751755577 -949,949,2017-03-09,-0.0942972937618307,-0.0942972937618307,-0.1000504395497287,-0.0535499349337755,-0.0498893432362162,-0.7156614740624708,1,-0.0499261862298166 -950,950,2017-03-10,-0.1135110725754076,-0.1135110725754076,-0.1339553567741932,-0.0535499349337755,-0.0724577890893111,-0.9003122637435363,1,-0.0820411802480886 -951,951,2017-03-13,-0.0741312987329639,-0.0741312987329639,-0.1284612674297854,-0.0570930024406065,-0.094549247863247,-0.9102375275923218,1,-0.1041112252211947 -952,952,2017-03-14,0.1137174277193354,0.1137174277193354,0.0484395176039233,-0.004916380479802,-0.0740469881757368,0.1290307176999528,1,-0.0966359660957616 -953,953,2017-03-15,0.0776722278369242,0.0776722278369242,0.0936456248195618,0.1279408184974128,0.0990292967637403,-0.3859928132727211,1,0.0020113442272206 -954,954,2017-03-16,0.1780270034768722,0.1780270034768722,0.1682047374078651,0.2050787887439891,0.1848524133212029,0.0231460951300725,1,0.0776744830672247 -955,955,2017-03-17,0.1692935089526673,0.1692935089526673,0.1616121894614938,0.2395414553816294,0.2102814175298641,-0.1210087095569782,1,0.1470841464269295 -956,956,2017-03-20,0.1759626568727322,0.1759626568727322,0.1493688219777117,0.201214126813261,0.1562445562332279,-0.7758490008342819,1,0.1731326069607468 -957,957,2017-03-21,-0.0025170070757864,-0.0025170070757864,0.1532929148902044,0.0630423265757996,0.1916861967460646,-0.0276385501007838,1,0.1826400470260879 -958,958,2017-03-22,0.0662392730306329,0.0662392730306329,0.0005649553544062,0.0673903016163672,0.0125705005717074,-0.6747793804061464,0,0.0657224254966068 -959,959,2017-03-23,0.0625866879299979,0.0625866879299979,0.041375880911248,0.1123204520885581,0.0734411452932053,-0.8426457994138653,0,0.0389694233822987 -960,960,2017-03-24,0.1956529980955835,0.1956529980955835,0.1390089113118508,0.1398582416614819,0.0783683445208187,-0.3141084652603507,1,0.0634747121330974 -961,961,2017-03-27,0.3077587396824254,0.3077587396824254,0.2438623085981319,0.2161908436373247,0.1562445562332279,-0.1815823449910989,1,0.1351608990099035 -962,962,2017-03-28,0.4225639415513544,0.4225639415513544,0.4025549971409953,0.461775181456388,0.4172101438957523,0.2174268890946277,1,0.23133585050986 -963,963,2017-03-29,0.4214522654641329,0.4214522654641329,0.385602538528763,0.4704715922745235,0.4381889359559581,-0.761790103071357,1,0.3731839377297897 -964,964,2017-03-30,0.4300267544180366,0.4300267544180366,0.4232743693890688,0.4973652715256567,0.4334208839902194,-0.6545427440462658,-1,0.4433206627060208 -965,965,2017-03-31,0.4360607886601554,0.4360607886601554,0.3868581764073762,0.4830326650233819,0.4443874944527129,-0.8484601416227648,-1,0.4580764964184727 -966,966,2017-04-03,0.7571339222450828,0.7571339222450828,0.6901167291913981,0.6160511219495424,0.5742343812961744,1.5576781927944643,1,0.4581150787854857 -967,967,2017-04-04,0.8393875037619344,0.8393875037619344,0.7813143909222802,0.7762848525507354,0.7330069650448945,0.7050594173175644,-1,0.6423171604989285 -968,968,2017-04-05,0.7012402841727787,0.7012402841727787,0.7824128495242428,0.7709707120274868,0.8148564018265991,0.1931928924661287,-1,0.8129762951108065 -969,969,2017-04-06,0.7599923880974704,0.7599923880974704,0.7362650138996446,0.7693604362230159,0.7328478177830207,-0.3428849167395524,-1,0.7661855667574682 -970,970,2017-04-07,0.8209673898949748,0.8209673898949748,0.7480372926371226,0.8184773037868289,0.7427013068253208,-0.5566074174651152,1,0.7697130974557989 -971,971,2017-04-10,0.9773757177807878,0.9773757177807878,0.9213278942279924,1.004639008893473,0.9278568689410216,0.1440435309815253,1,0.8065812156400695 -972,972,2017-04-11,0.9189411706950684,0.9189411706950684,0.9172470711224976,0.95294523930551,0.995084764714684,-0.2965518772623847,-1,0.9425910607942602 -973,973,2017-04-12,0.7304573305648229,0.7304573305648229,0.8384499561520472,0.8051113235042314,0.8831969643139915,-0.2224871509216769,1,0.9330458725752472 -974,974,2017-04-13,0.8441508563465312,0.8441508563465312,0.8218114070094692,0.7886851280876471,0.7299872594274543,0.5120050861626989,1,0.782031925859709 -975,975,2017-04-17,0.8035008551481941,0.8035008551481941,0.7685999346921949,0.8431165969117066,0.8253460252099337,-0.6567458346488566,-1,0.7836456519808609 -976,976,2017-04-18,0.7846046331735912,0.7846046331735912,0.7189986458177581,0.8305555241628456,0.7776664149654628,-0.9072622196651114,1,0.833589051309165 -977,977,2017-04-19,0.8682869933150037,0.8682869933150037,0.8097252188023386,0.8983529732695018,0.8215314926960504,-0.7114142787770639,-1,0.8226263558640945 -978,978,2017-04-20,0.8204912817873314,0.8204912817873314,0.8494376857572143,0.8680774844604814,0.8858988301141465,-0.2000701362334589,-1,0.8795605225751495 -979,979,2017-04-21,0.869557220670897,0.869557220670897,0.8062717655525007,0.871137238857473,0.8142207221920297,-0.5724605848940677,-1,0.8434229369307696 -980,980,2017-04-24,0.9081433295667236,0.9081433295667236,0.8714126958839036,0.961319134225752,0.9289695356547508,-0.4421602675016602,1,0.864480924706458 -981,981,2017-04-25,0.9996060594137948,0.9996060594137948,0.925251987140485,0.9587426929385988,0.9095794879745082,-0.0664538268000385,-1,0.9184345067374252 -982,982,2017-04-26,0.9421241828449948,0.9421241828449948,0.9334145315187714,1.0093090390949344,0.9790327171756298,-0.5303974529765606,-1,0.9656045042275012 -983,983,2017-04-27,0.9176704890375458,0.9176704890375458,0.9112823421154324,0.985153059079896,0.96822525397501,-0.8089407844216512,-1,0.9751499307931834 -984,984,2017-04-28,1.0040523094610487,1.0040523094610487,0.9381236226472216,0.9932048988392432,0.9386638774351796,-0.5734372126869688,-1,0.965196097210502 -985,985,2017-05-01,1.1431521995671228,1.1431521995671228,1.1335464136414293,1.102872744021098,1.0189245698369211,0.408664238309212,-1,0.999157637355349 -986,986,2017-05-02,1.0805889592731237,1.0805889592731237,1.1399817823111509,1.1310546439158098,1.1638699847675822,-0.3741824306608941,-1,1.112119717155991 -987,987,2017-05-03,0.955621484255426,0.955621484255426,1.0437615690658126,1.0326596508392392,1.0632661799402043,0.0234186424211146,-1,1.1310681581527433 -988,988,2017-05-04,0.7085440914691598,0.7085440914691598,0.8277761360165327,0.7155735384577405,0.9006795183840617,1.617502323178219,-1,0.9950960909455584 -989,989,2017-05-05,0.9132246932919228,0.9132246932919228,0.8400195035003147,0.8128411081026853,0.7506482116703751,0.260512073353543,-1,0.6925720789233623 -990,990,2017-05-08,0.8948050337265944,0.8948050337265944,0.9222696226369528,0.9580985826168118,0.9556698991325532,-0.005403233606594,1,0.8661822432283961 -991,991,2017-05-09,1.1182223976520314,1.1182223976520314,1.050981935951491,1.0109193148994045,0.9315122541930336,0.6010144889622187,-1,0.9334318750053784 -992,992,2017-05-10,1.181103194785003,1.181103194785003,1.106077314170334,1.1561767894135309,1.1250903441135576,-0.2926907906392874,1,1.0620335481730718 -993,993,2017-05-11,1.147439898345704,1.147439898345704,1.1139254999953192,1.180010714267675,1.154333880836103,-0.5170426357154946,1,1.1857941025639769 -994,994,2017-05-12,1.174592598133609,1.174592598133609,1.12962187164529,1.211091110610433,1.1873919500725332,-0.6606296335462074,1,1.172960683702114 -995,995,2017-05-15,1.0327932477454478,1.0327932477454478,1.0228850175410875,1.0661556912572003,1.0745501755135214,0.134390814423782,-1,1.1901977956168386 -996,996,2017-05-16,1.0507367992031311,1.0507367992031311,1.0206876512535132,1.1081868845443483,1.0619948206710637,-0.6536115408018718,-1,1.0367351943993208 -997,997,2017-05-17,0.8776556015171575,0.8776556015171575,0.9354547185296962,0.95294523930551,1.0111368122537414,-0.072313593557445,0,1.069008167569011 -998,998,2017-05-18,0.9880145533388316,0.9880145533388316,0.924624168201178,0.9498854849085184,0.8936865876973261,-0.3126321674338723,1,0.9114790146616576 -999,999,2017-05-19,0.9526044671343666,0.9526044671343666,0.9648077239023602,1.0286337309595657,1.0287780588792228,-0.5320781612713206,1,0.9515623102347884 -1000,1000,2017-05-22,0.9449826486973822,0.9449826486973822,0.9313738954241998,0.973880206974612,0.9858665006004916,-0.6134789521959133,1,0.9849457405344464 -1001,1001,2017-05-23,0.8419279584737185,0.8419279584737185,0.8742383301944344,0.9204153643702314,0.9486765137393552,-0.6159318778152927,1,0.9698644742390732 -1002,1002,2017-05-24,0.9429183020932432,0.9429183020932432,0.878476332576579,0.95133496350104,0.8858988301141465,-0.4535618291769241,1,0.9018155469082494 -1003,1003,2017-05-25,1.0478783333507438,1.0478783333507438,0.9721848209810416,0.9901451444422515,0.9575769380362642,-0.4579452981078522,1,0.9356120915716154 -1004,1004,2017-05-26,1.1798329674291097,1.1798329674291097,1.1059201348936831,1.127028724036137,1.0570680761499127,0.1753183326286135,1,1.0195922294187747 -1005,1005,2017-05-30,1.3379876307784604,1.3379876307784604,1.2752866435720605,1.2792106148779832,1.1956562400284083,0.1709348636976854,-1,1.144584082700732 -1006,1006,2017-05-31,1.4318322640686447,1.4318322640686447,1.3790411331727312,1.4305875981860927,1.381447027072216,0.6661760037955491,-1,1.3140012524081286 -1007,1007,2017-06-01,1.4216699909198771,1.4216699909198771,1.4102775953633164,1.4648890068747884,1.4817325373758463,0.1312110960282901,-1,1.4307905242564576 -1008,1008,2017-06-02,1.4134130588049438,1.4134130588049438,1.3788844029797276,1.4429874129860072,1.4145046416021831,-0.3270771738591069,-1,1.4555430641586424 -1009,1009,2017-06-05,1.5320289427415512,1.5320289427415512,1.46615752271447,1.415288826201135,1.3943206764384195,-0.0558471947236477,1,1.4150192443548908 -1010,1010,2017-06-06,1.619839541789616,1.619839541789616,1.639604854498342,1.508047623593563,1.4928578403937514,0.9213256927595208,1,1.469764375672963 -1011,1011,2017-06-07,1.727817044469807,1.727817044469807,1.6554584054249633,1.7523442015060489,1.6778542552475777,0.5377608051661833,1,1.5627311363207887 -1012,1012,2017-06-08,1.8921647476315784,1.8921647476315784,1.8343998265532435,1.8341522019540868,1.7956223196212775,0.46133400230311,-1,1.7090438141674604 -1013,1013,2017-06-09,1.6908187197688471,1.6908187197688471,1.9124119433077336,1.746868803033854,1.965201911864156,2.3237177788169707,1,1.8259094761231416 -1014,1014,2017-06-12,1.7176543170194083,1.7176543170194083,1.718244790192141,1.6795542063000384,1.704077631646221,0.7920701399827749,-1,1.6209974821504685 -1015,1015,2017-06-13,1.9866444945997084,1.9866444945997084,1.898756207752336,1.9370559672831744,1.857128643977346,1.0851039024016071,1,1.7379987633607004 -1016,1016,2017-06-14,2.061434354646617,2.061434354646617,2.028253070199184,2.093264238741691,2.071209448291844,1.314611433733362,-1,1.913616164137085 -1017,1017,2017-06-15,1.976958329558584,1.976958329558584,1.8902797539043965,1.9351236363178104,1.9346870158724685,0.7713565458635705,-1,1.9895457857253145 -1018,1018,2017-06-16,1.9143950892645856,1.9143950892645856,1.930306130328928,1.9932585091236523,2.0217819464055364,-0.0679755491750239,-1,1.9119011406816904 -1019,1019,2017-06-19,1.888988724940217,1.888988724940217,1.909743488273857,1.956219861935857,1.97442017597835,-0.1092437514936581,-1,1.875742044250451 -1020,1020,2017-06-20,1.9277333851047147,1.9277333851047147,1.943962314967975,1.9873002582786148,2.0009618469007404,0.0927592157170916,-1,1.8139767693226976 -1021,1021,2017-06-21,1.9937897506274176,1.9937897506274176,1.9142958492093032,1.9597624687056912,1.964089699856889,-0.4785680431300426,-1,1.8346914783086377 -1022,1022,2017-06-22,2.092398645105458,2.092398645105458,2.040025798020311,2.0491394565402343,2.021940638960947,0.1134500975620425,1,1.850359434929277 -1023,1023,2017-06-23,2.1057369409455884,2.1057369409455884,2.071261811127248,2.142220309093555,2.092824374693084,-0.1327509553460447,1,1.9357460564690616 -1024,1024,2017-06-26,2.0110981884071566,2.0110981884071566,2.070633992187941,2.041570469153728,2.1602109630221578,-0.0967974252027327,1,1.9636789751464607 -1025,1025,2017-06-27,1.771007954681557,1.771007954681557,1.9050343971454056,1.863139009382535,1.996670327307696,-0.0076971733061989,1,1.9019500480857008 -1026,1026,2017-06-28,1.911854180251171,1.911854180251171,1.831888550796016,1.8711908491418825,1.84218926315202,-0.1652976443513297,1,1.723204228107901 -1027,1027,2017-06-29,1.7452835792165875,1.7452835792165875,1.8202730022515403,1.7355959509285697,1.9046491069599432,0.2704373372023284,1,1.7834308561151766 -1028,1028,2017-06-30,1.7589394318956892,1.7589394318956892,1.7538759849578769,1.8244896256532728,1.7949866399867076,-0.2684113694622814,1,1.6903034498125755 -1029,1029,2017-07-03,1.6161874109906105,1.6161874109906105,1.8257666425123007,1.6937255548533705,1.8987688429869367,-0.1646389883979778,-1,1.7007634125464668 -1030,1030,2017-07-05,1.2107968035863208,1.2107968035863208,1.4473211582006684,1.2883898780689578,1.5325910004996313,2.274954525994677,-1,1.620179476383126 -1031,1031,2017-07-06,0.9208465117289072,0.9208465117289072,1.0321460205213375,0.9658283672152648,1.0567502363326284,2.7922947089412093,-1,1.116225715219514 -1032,1032,2017-07-07,0.9905550080506166,0.9905550080506166,0.9726559097273464,0.983220728114532,0.996991803618398,1.623157679467344,1,0.9718369120967782 -1033,1033,2017-07-10,1.035492708027534,1.035492708027534,0.9874105529683548,0.9147791686860895,0.9874561543933787,1.5423019831248357,1,1.0009196746911655 -1034,1034,2017-07-11,1.2128611501904616,1.2128611501904616,1.1340170533040868,1.0946596463128062,1.0367249637242757,1.0286639008816258,1,1.0311054460821203 -1035,1035,2017-07-12,1.2493829124821472,1.2493829124821472,1.2253714452279718,1.2589197575306708,1.265586001602227,0.7530958773637456,1,1.2158622498738758 -1036,1036,2017-07-13,1.1523622565006022,1.1523622565006022,1.2018264386693682,1.1859689651127123,1.260977096898361,0.3552676815392016,0,1.3002165919910609 -1037,1037,2017-07-14,1.22175319598334,1.22175319598334,1.1519112403252794,1.2060990252480774,1.1509963354013777,-0.3191278778703772,-1,1.2028677086639 -1038,1038,2017-07-17,1.0913868004014684,1.0913868004014684,1.131191868077205,1.0809716108693157,1.1883454695243878,0.6465298865662599,-1,1.2093937596291462 -1039,1039,2017-07-18,1.2290579118829783,1.2290579118829783,1.1630557001234505,1.1165612402015863,1.0605647688465127,-0.149126505082828,-1,1.0726597577084551 -1040,1040,2017-07-19,1.1817383084629485,1.1817383084629485,1.202611436885325,1.2383068450224626,1.2310978805412462,-0.1529194548831648,-1,1.175946094902245 -1041,1041,2017-07-20,1.255734503563239,1.255734503563239,1.1801653380123331,1.2540884693802636,1.2099599412191648,-0.4233772166940046,-1,1.1961176118299763 -1042,1042,2017-07-21,1.2315983665947658,1.2315983665947658,1.1964895286016108,1.2798547251997705,1.2506466207769,-0.4834738943688015,1,1.2357837411460293 -1043,1043,2017-07-24,1.4558098497684475,1.4558098497684475,1.387046498274368,1.3476526350434244,1.2630432830639455,0.3649431103711984,1,1.2390495672020108 -1044,1044,2017-07-25,1.4094429168653373,1.4094429168653373,1.421579234438138,1.414322660718453,1.497625892359491,-0.0093324570524519,1,1.3910923373134505 -1045,1045,2017-07-26,1.476928515314234,1.476928515314234,1.4200092380062228,1.4782549871573842,1.4238815982717885,-0.5018254119656405,-1,1.4227330959441322 -1046,1046,2017-07-27,1.3278249033280616,1.3278249033280616,1.45140287947346,1.2877457677471698,1.5135192473431345,0.2889251284446885,-1,1.4534285716863289 -1047,1047,2017-07-28,1.337511068369186,1.337511068369186,1.3273992082037245,1.3879122945771585,1.3687325249678857,-0.4882888965105463,1,1.335610118922095 -1048,1048,2017-07-31,1.1533149270175216,1.1533149270175216,1.357066123046042,1.2032000680630344,1.346641066193949,0.3417765906326145,-1,1.3420531060732623 -1049,1049,2017-08-01,1.0913868004014684,1.0913868004014684,1.0895954952207585,1.1241297668510932,1.1479766297839376,0.2890841143644631,-1,1.1900095017484815 -1050,1050,2017-08-02,1.191742030343046,1.191742030343046,1.1315057775468589,1.0450594656391536,1.0834505998104291,1.3766386547197076,1,1.0850232761127665 -1051,1051,2017-08-03,1.5283768119425438,1.5283768119425438,1.4906438085983842,1.5592580800716864,1.5028704766979268,1.4773675910340405,1,1.115603987933933 -1052,1052,2017-08-04,1.6843085774190834,1.6843085774190834,1.6047586579485644,1.5616737241468908,1.5294121476203182,0.5084392591048973,1,1.544538373437486 -1053,1053,2017-08-07,1.6566788609202747,1.6566788609202747,1.6394481243053407,1.7138556149887358,1.6939063027866323,-0.1603009440155567,1,1.6836247378059592 -1054,1054,2017-08-08,1.816262757195818,1.816262757195818,1.7822872619215804,1.788739199109053,1.6967668611421995,0.0952802781592316,1,1.6749932515418142 -1055,1055,2017-08-09,1.7894271599452578,1.7894271599452578,1.8045766306015707,1.813700086657828,1.751916389152564,-0.0313860753526136,1,1.748356832893677 -1056,1056,2017-08-10,1.6603309917192803,1.6603309917192803,1.7519925281399549,1.744613956170599,1.7614520383775816,0.0142201713484416,1,1.735436655844369 -1057,1057,2017-08-11,1.699552214293053,1.699552214293053,1.6673878634390915,1.7278661663301167,1.687866891551753,-0.6051662598191273,1,1.6399492600005845 -1058,1058,2017-08-14,1.7937144044222095,1.7937144044222095,1.7678465281502236,1.872479069785458,1.8096081809947488,-0.5703256311142374,1,1.6338275641589677 -1059,1059,2017-08-15,1.770372386701982,1.770372386701982,1.7337844316491091,1.820463705773599,1.818667297847069,-0.8960423561838757,1,1.723721082859207 -1060,1060,2017-08-16,1.7795824436354617,1.7795824436354617,1.7496379825757298,1.8711908491418825,1.7837026444133912,-0.8213871107125766,1,1.7013691706052376 -1061,1061,2017-08-17,1.605072013023292,1.605072013023292,1.6994088747619869,1.695175033445892,1.7552539345872902,-0.4548337165351209,1,1.7203427571755492 -1062,1062,2017-08-18,1.534251840614363,1.534251840614363,1.5534306424492113,1.601933383680621,1.6233404068717825,-0.3684135130005017,-1,1.606677495115262 -1063,1063,2017-08-21,1.3818136546681572,1.3818136546681572,1.4250322386043266,1.3772835527936598,1.5106582342811066,-0.1214856673163019,-1,1.5223031318778972 -1064,1064,2017-08-22,1.4372311846328172,1.4372311846328172,1.36883840178352,1.4661772275183635,1.4361195680034229,-0.6151142359421662,-1,1.374181402814987 -1065,1065,2017-08-23,1.6185693144337234,1.6185693144337234,1.5454252773475754,1.481153944342427,1.402107979315137,-0.4714591012886928,0,1.4125713048929176 -1066,1066,2017-08-24,1.6211102234471368,1.6211102234471368,1.5951832964150134,1.66538285774671,1.6171423030814909,-0.555449091478186,1,1.5371479582778147 -1067,1067,2017-08-25,1.5436204488165135,1.5436204488165135,1.579958013511347,1.6260893636956597,1.6444783461938637,-0.8054430941866101,-1,1.5974894693794548 -1068,1068,2017-08-28,1.5056699079002631,1.5056699079002631,1.4490483339092333,1.5040217037138903,1.5338623597687715,-0.741848726276772,1,1.5522591370801229 -1069,1069,2017-08-29,1.532664056419497,1.532664056419497,1.4757324351643728,1.488400415831039,1.4098957368983185,-0.6715088129136405,1,1.486994218014289 -1070,1070,2017-08-30,1.6250799110851166,1.6250799110851166,1.5451113678779218,1.6212580755452537,1.5718467188198897,-0.8215915211808582,1,1.4954447991568105 -1071,1071,2017-08-31,1.668270821296867,1.668270821296867,1.6231234846324138,1.7149830384203626,1.6335121904378318,-0.6717132233819221,1,1.5812100343799933 -1072,1072,2017-09-01,1.6603309917192803,1.6603309917192803,1.6097812094630206,1.728993129024747,1.6743575625509783,-0.9041279258181266,-1,1.6368341882126225 -1073,1073,2017-09-05,1.5680741426239606,1.5680741426239606,1.5768184697311642,1.603382862273143,1.6374854155071263,-0.7257002992825239,1,1.6324393139865063 -1074,1074,2017-09-06,1.4877263564425798,1.4877263564425798,1.5060267198623505,1.5336526214641255,1.5691448530197347,-0.6674887403707686,1,1.5645691466572873 -1075,1075,2017-09-07,1.584270904316479,1.584270904316479,1.529571726420954,1.5640893682220924,1.5132009528193875,-0.6339199990240755,-1,1.49649495457957 -1076,1076,2017-09-08,1.4697832592865256,1.4697832592865256,1.4871908044321973,1.5455695838911978,1.5610397103257323,-0.8555236589156076,-1,1.5458539278759615 -1077,1077,2017-09-11,1.791968068958672,1.791968068958672,1.705844692515356,1.6695695748383304,1.5985470822976915,0.1446340501121166,-1,1.488602342988724 -1078,1078,2017-09-12,1.7770415346220472,1.7770415346220472,1.7851124471484618,1.8370506984021329,1.807383302273752,-0.2401573002909104,-1,1.7015778431137774 -1079,1079,2017-09-13,1.8323005133180352,1.8323005133180352,1.7742818968199443,1.824006773280431,1.7967349863350062,-0.6461846271209728,-1,1.7499220554677268 -1080,1080,2017-09-14,2.013480091850269,2.013480091850269,1.9295211321129708,1.8729623828952977,1.804840583735472,0.0391128239302925,-1,1.754317048867177 -1081,1081,2017-09-15,2.0479375075378154,2.0479375075378154,1.9615421434358649,2.035128905198852,1.9666324183951704,-0.3656199032673195,1,1.871585516693141 -1082,1082,2017-09-18,2.130349640323338,2.130349640323338,2.112387095237392,2.11532662984242,2.057859266552943,0.035819544163533,1,1.9197263001652645 -1083,1083,2017-09-19,1.973147193189277,1.973147193189277,1.999057244103171,2.0491394565402343,2.053885586777183,-0.1313655066165804,-1,1.987887846297099 -1084,1084,2017-09-20,1.9542514255163028,1.9542514255163028,1.934073493048418,2.008879797006501,1.9426339207175227,-0.4794992463744366,-1,1.8851883186019096 -1085,1085,2017-09-21,1.836270200956014,1.836270200956014,1.911784124368428,1.903237871704319,1.972830976891924,-0.547840479603259,1,1.8470232966059976 -1086,1086,2017-09-22,1.5918927227534634,1.5918927227534634,1.803006634169655,1.6837413841286577,1.83916955753458,0.256446576262164,-1,1.7738236977622737 -1087,1087,2017-09-25,1.495030618040591,1.495030618040591,1.6078977526450997,1.5549101050311178,1.6271549393856664,0.1307341382689663,-1,1.5951069560780686 -1088,1088,2017-09-26,1.499159311248871,1.499159311248871,1.5101079920514937,1.523024340417627,1.5918719914282409,0.0286197532251692,1,1.487586628659607 -1089,1089,2017-09-27,1.4311971503906984,1.4311971503906984,1.5140320849639863,1.5165827764627495,1.5755025587783624,-0.2203067725933396,-1,1.474021723871178 -1090,1090,2017-09-28,1.4094429168653373,1.4094429168653373,1.376843766885156,1.434452720853817,1.4162529879504828,-0.3885365879891147,-1,1.441068747655384 -1091,1091,2017-09-29,1.4332614969948383,1.4332614969948383,1.4071380515831338,1.485985232492833,1.447721403394024,-0.436800170777831,1,1.3872722360791605 -1092,1092,2017-10-02,1.4400896504852048,1.4400896504852048,1.3917555894028166,1.4362237938702362,1.4582110267773587,-0.3959862139442672,1,1.4204595070703907 -1093,1093,2017-10-03,1.545049681742707,1.545049681742707,1.4678842493393875,1.368104289602686,1.3529983172461166,0.709374749425732,-1,1.4173626688025929 -1094,1094,2017-10-04,1.6541384062084914,1.6541384062084914,1.625949118942942,1.663128471620452,1.596958337917729,0.2573777795065581,1,1.4634262610560709 -1095,1095,2017-10-05,1.659219769933689,1.659219769933689,1.6074266638987955,1.6913099107781668,1.6724505236472675,-0.6492507841451971,1,1.645216244687862 -1096,1096,2017-10-06,1.683832015009809,1.683832015009809,1.6491797669482453,1.705803775229388,1.626360567195685,-0.6206787431342771,1,1.6386890019892717 -1097,1097,2017-10-09,1.4624789976885129,1.4624789976885129,1.5181133571531296,1.5515282954732323,1.5715288790026043,0.1052509665565241,-1,1.6410986868109017 -1098,1098,2017-10-10,1.6633480088403396,1.6633480088403396,1.579016285102388,1.5975854086400538,1.526233749447466,-0.0117626703975778,-1,1.4715784321692464 -1099,1099,2017-10-11,1.647627809557097,1.647627809557097,1.6099383887396712,1.6880893591692268,1.6389159220381406,-0.5745046895768839,-1,1.58815319201565 -1100,1100,2017-10-12,1.6647772417665343,1.6647772417665343,1.6441567663501415,1.7120840812353195,1.623976541212815,-0.6684880804379232,-1,1.6104060712287307 -1101,1101,2017-10-13,1.6630304520013666,1.6630304520013666,1.6239080337647238,1.7288323318127987,1.6880260388136268,-0.7926106592333749,-1,1.6248136506647233 -1102,1102,2017-10-16,1.5841118987461769,1.5841118987461769,1.5609649188045438,1.6238345168324049,1.6368497358725569,-0.3758404266814006,0,1.6264959014531568 -1103,1103,2017-10-17,1.665888917853754,1.665888917853754,1.5882768389989887,1.6706969982699595,1.591554151610956,-0.8487554011880605,-1,1.560713650942679 -1104,1104,2017-10-18,1.727817044469807,1.727817044469807,1.694700232717185,1.7360792640384093,1.6719735365681083,-0.4749567915237339,-1,1.6057092117732372 -1105,1105,2017-10-19,1.6033256775597546,1.6033256775597546,1.602874752046996,1.640582767409883,1.665457592960532,-0.4470888310146727,1,1.6747103340459413 -1106,1106,2017-10-20,1.4967774078057572,1.4967774078057572,1.5620638264901558,1.5784215139873712,1.6198441688816456,-0.4769327593837896,-1,1.5834891052271174 -1107,1107,2017-10-23,1.3684753588280272,1.3684753588280272,1.4898592594660751,1.4481412170343062,1.575184264254614,-0.2913961910068371,1,1.5084736622870938 -1108,1108,2017-10-24,1.3735562682515972,1.3735562682515972,1.3776283160174658,1.4466917384417854,1.3990882736976968,-0.5765715065339537,-1,1.402374357708054 -1109,1109,2017-10-25,1.1909483653964288,1.1909483653964288,1.2944364684718672,1.2437822434946575,1.3657128193504455,0.3551768324421876,-1,1.379693884571135 -1110,1110,2017-10-26,1.196188280390299,1.196188280390299,1.180322068205336,1.2379847898615688,1.2239458025926375,-0.4557876320537684,-1,1.217124533831873 -1111,1111,2017-10-27,1.1120293578396097,1.1120293578396097,1.0917933105919797,1.1326649197202798,1.096324249176633,-0.0114901231065357,-1,1.212270842268305 -1112,1112,2017-10-30,1.099485181247727,1.099485181247727,1.0790788543618943,1.142166238072151,1.0872651323243128,-0.6304677333375414,1,1.113006843457287 -1113,1113,2017-10-31,1.28129941915628,1.28129941915628,1.2073200789301284,1.1893507746705982,1.1039528594979395,-0.3084303966969723,-1,1.1200589255205884 -1114,1114,2017-11-01,1.1153639317996422,1.1153639317996422,1.217679989595991,1.1906394560511713,1.294988230880185,0.324106441263381,-1,1.2387431725592604 -1115,1115,2017-11-02,0.7688844338903472,0.7688844338903472,0.8422168697878892,0.7456877693178171,0.7845006530967871,2.898338317430865,-1,1.1586733501605342 -1116,1116,2017-11-03,0.8773380446781834,0.8773380446781834,0.803917669071924,0.7859474288515496,0.7744880167926114,0.4232909429284748,-1,0.7879079458724536 -1117,1117,2017-11-06,0.8247785262642816,0.8247785262642816,0.8235381336343865,0.8484307374349562,0.8936865876973261,-0.1236206210961322,1,0.8405931065187018 -1118,1118,2017-11-07,0.8767029310002372,0.8767029310002372,0.8078413129007682,0.8648569328515414,0.798645661732132,-0.3942827933752536,1,0.8578081713665617 -1119,1119,2017-11-08,0.8503438961589503,0.8503438961589503,0.813963221184483,0.8853085874108022,0.8698467825750898,-0.5235156338777459,1,0.8677726709626722 -1120,1120,2017-11-09,0.8281131002243141,0.8281131002243141,0.7758203015778724,0.8047888076063413,0.8221676270370831,-0.3595784383158849,0,0.8641369904633708 -1121,1121,2017-11-10,0.8281131002243141,0.8281131002243141,0.8370371389967826,0.8941657954408828,0.8221676270370831,-0.546205195857006,-1,0.8142578255623099 -1122,1122,2017-11-13,1.0251714293084635,1.0251714293084635,0.9695168150308104,0.8500410132394263,0.7845006530967871,0.1259645606757285,-1,0.8487962838190022 -1123,1123,2017-11-14,0.9187821651247664,0.9187821651247664,0.9624531783381352,0.975490482779082,1.020831608740632,-0.3075673302753388,-1,0.9335900776067986 -1124,1124,2017-11-15,0.9600672800010496,0.9600672800010496,0.901864159858532,0.8885295997567401,0.8779523799755563,-0.2388399883842067,-1,0.952677176778129 -1125,1125,2017-11-16,0.9791220532443236,0.9791220532443236,0.9905500967485384,1.0463476862827297,1.0047795612015762,-0.2744074098652089,1,0.9283587853331746 -1126,1126,2017-11-17,1.0196135031739897,1.0196135031739897,1.1244421408541831,1.0761403227189097,1.19041120098351,1.5228148518153208,1,0.9921825412660722 -1127,1127,2017-11-20,0.9194172788027136,0.9194172788027136,0.949110903168742,0.9408674796664892,1.0016007083222622,0.2765015144280165,-1,1.015181743485852 -1128,1128,2017-11-21,1.0634395270636865,1.0634395270636865,0.9919629139038046,1.004639008893473,0.9550342194979832,0.0524676411913585,-1,0.9641031585606916 -1129,1129,2017-11-22,0.9807102917408204,0.9807102917408204,0.9792484576737168,1.055044097100862,1.0489624787494465,-0.4798399304882393,1,1.0437485451289412 -1130,1130,2017-11-24,1.027553332751577,1.027553332751577,0.9633949067470956,1.0415168588693198,1.0016007083222622,-0.8599298401207891,1,1.0252869272032252 -1131,1131,2017-11-27,1.0475607765117716,1.0475607765117716,0.9779928197951028,1.017522136803226,0.9930185785491018,-0.561990226463198,1,1.0385334008421288 -1132,1132,2017-11-28,1.059311288157036,1.059311288157036,1.0197454737609035,1.088540137518823,1.0424465351418706,-0.4725947150013685,-1,1.0398546756006557 -1133,1133,2017-11-29,0.9003625055594379,0.9003625055594379,0.9883527304609638,0.8841816247161726,1.057385915967198,0.3945372037235266,-1,1.0669859152575254 -1134,1134,2017-11-30,0.9211640685678804,0.9211640685678804,0.8737672414481279,0.9374856701086046,0.918479912271417,-0.6083914027631262,-1,0.9056753328628956 -1135,1135,2017-12-01,0.8843247494372216,0.8843247494372216,0.8678025124410653,0.9456983070798992,0.8688932631232353,-0.6217235077499387,1,0.9308580885022756 -1136,1136,2017-12-04,0.863205629589806,0.863205629589806,0.835624321841518,0.8741969932544644,0.8857396828522727,-0.2714548142122522,-1,0.9199034968439446 -1137,1137,2017-12-05,0.8393875037619344,0.8393875037619344,0.8313863194593718,0.8804777599973922,0.8142207221920297,-0.5414129059895146,1,0.8688369484255587 -1138,1138,2017-12-06,0.9911905760301916,0.9911905760301916,0.9159914332438834,0.8643736197417019,0.7840236660176281,0.0374775401840395,1,0.8617955919623538 -1139,1139,2017-12-07,0.9591146094841312,0.9591146094841312,0.9982415523805208,1.0423222271400532,0.973151998496161,-0.510955746215553,1,0.9213028897231724 -1140,1140,2017-12-08,1.0208841848315116,1.0208841848315116,0.9723420002576928,1.0457040366979389,1.0144743576884665,-0.8089634966959046,1,1.0015636873902796 -1141,1141,2017-12-11,1.2396967474410228,1.2396967474410228,1.1611722433055294,1.0858028990197237,1.014950890061164,0.2061616010648849,0,1.0421750995948176 -1142,1142,2017-12-12,1.4321498209076178,1.4321498209076178,1.3562811248300846,1.3479746902043184,1.2663808284986708,0.386769605928825,1,1.1715054581157185 -1143,1143,2017-12-13,1.40039186550216,1.40039186550216,1.399917684697457,1.4521666761769818,1.4329407151241087,-0.1836945864966757,1,1.3953074981512867 -1144,1144,2017-12-14,1.3822897627758022,1.3822897627758022,1.450460701980851,1.458608240131859,1.4342120743932494,-0.2794495347494889,1,1.43256584941906 -1145,1145,2017-12-15,1.4705773785347716,1.4705773785347716,1.3948946840993517,1.4402501744869058,1.4505824164560528,-0.0220513306344195,-1,1.4124976557722564 -1146,1146,2017-12-18,1.3978514107903734,1.3978514107903734,1.4393162421826793,1.469559037076249,1.496036693273065,-0.3529691665081124,1,1.435809628408177 -1147,1147,2017-12-19,1.2744717199675408,1.2744717199675408,1.357066123046042,1.352322665244886,1.4222923991853629,-0.0466260113767212,1,1.413298262232776 -1148,1148,2017-12-20,1.240807969226614,1.240807969226614,1.2253714452279718,1.267615707611805,1.3019811615669188,-0.2444953446733315,1,1.2973079284182851 -1149,1149,2017-12-21,1.2833637657604176,1.2833637657604176,1.2354169973405325,1.302561226622288,1.2527128069424855,-0.6007600786139456,0,1.235029373939258 -1150,1150,2017-12-22,1.180785637946029,1.180785637946029,1.1911526185338537,1.264073100841972,1.2514409929668815,-0.6392346711993977,1,1.273065212040677 -1151,1151,2017-12-26,1.055182594948756,1.055182594948756,1.0815905792027698,1.131376699076705,1.1611681189674272,-0.6023045132631846,1,1.2191063863829958 -1152,1152,2017-12-27,0.965466200565222,0.965466200565222,0.98332972986286,1.037490938989646,1.0367249637242757,-0.5265136540792097,1,1.104641709595533 -1153,1153,2017-12-28,1.0245363156305172,1.0245363156305172,0.9541339037668456,1.0180049891760694,0.9691787734268656,-0.6164088355746165,1,1.0080977229689307 -1154,1154,2017-12-29,0.9608613992492973,0.9608613992492973,0.9633949067470956,1.0254131793506265,1.039585522079843,-0.7388507060753082,1,1.0219669964534246 -1155,1155,2018-01-02,1.1066308915770666,1.1066308915770666,1.0528658418530596,1.0415168588693198,0.973151998496161,-0.6082551291176052,-1,1.0098419438912538 -1156,1156,2018-01-03,1.054547481270811,1.054547481270811,1.1021527721741935,1.1147897064481709,1.116190374523113,-0.5698032488064066,-1,1.087491355868254 -1157,1157,2018-01-04,1.0127858039852529,1.0127858039852529,0.9969859145019068,0.9558441964905536,0.9869791673142216,0.6622922048981983,-1,1.103435079584702 -1158,1158,2018-01-05,1.043908645712766,1.043908645712766,0.9764228233631876,1.057620538388014,1.0465784527665791,-0.5539727936517077,-1,0.9893494335873082 -1159,1159,2018-01-08,1.3587891937869028,1.3587891937869028,1.2869021921165351,1.1139843381774377,1.0367249637242757,0.642555238571895,1,1.0668750840565306 -1160,1160,2018-01-09,1.3155982835751523,1.3155982835751523,1.3148419312502873,1.3056214417562764,1.34123733459364,0.0264166626225784,1,1.2669302879589417 -1161,1161,2018-01-10,1.333223823892234,1.333223823892234,1.286588282646882,1.3474913770944787,1.2941938586902018,-0.6178624211268414,1,1.3506959138041756 -1162,1162,2018-01-11,1.383242887594351,1.383242887594351,1.4091786876777044,1.3999900542161774,1.3425086938627795,-0.0873945436617781,1,1.3470036855577 -1163,1163,2018-01-12,1.3557721766658437,1.3557721766658437,1.34011366443381,1.40659287612,1.396386407897542,-0.5008487841727394,1,1.3870943102908964 -1164,1164,2018-01-16,1.4167476327649773,1.4167476327649773,1.4121610521812376,1.4247901445530036,1.3790630010893463,-0.1262779571837933,1,1.3643445974466897 -1165,1165,2018-01-17,1.5294880337281358,1.5294880337281358,1.474947436948416,1.5045045560867336,1.4256299446200895,0.0166276724193141,1,1.403264940036048 -1166,1166,2018-01-18,1.4883614701205252,1.4883614701205252,1.5267465411940726,1.5687593984235542,1.5082742082982368,-0.3053642396727479,1,1.4893736328089806 -1167,1167,2018-01-19,1.5749022961143275,1.5749022961143275,1.4999052606622834,1.550400872041605,1.497625892359491,-0.4864946268445188,1,1.4964651612459692 -1168,1168,2018-01-22,1.5993555356201463,1.5993555356201463,1.6135485721825102,1.656686907665575,1.567555653933309,-0.1862156489388157,0,1.525818030202781 -1169,1169,2018-01-23,1.6188868712726965,1.6188868712726965,1.6554584054249633,1.685673715094025,1.7360230341689205,-0.3554220921274919,1,1.5802087400243388 -1170,1170,2018-01-24,1.509322038699269,1.509322038699269,1.565202921186691,1.565216330916723,1.6498820777941727,-0.3958272280244925,1,1.604770125898141 -1171,1171,2018-01-25,1.3783200751378235,1.3783200751378235,1.478086980728598,1.4505564003725118,1.5495965674905423,-0.0658633076694472,-1,1.5080567939633518 -1172,1172,2018-01-26,1.461049764762319,1.461049764762319,1.3964642314476192,1.4394448062161742,1.4419998319764298,-0.5657377517150277,-1,1.394701144225844 -1173,1173,2018-01-29,1.567121472107042,1.567121472107042,1.50398608376778,1.480831889181533,1.4157764555777854,-0.51856435809048,1,1.421288953477836 -1174,1174,2018-01-30,1.5082103626120484,1.5082103626120484,1.4634890676805907,1.5434759949768884,1.499850771080487,-0.525241766721013,-1,1.5056050409546775 -1175,1175,2018-01-31,1.6430230082411714,1.6430230082411714,1.5878061993363322,1.592110010167859,1.5375177450207838,-0.1853752947914357,-1,1.4933556906047245 -1176,1176,2018-02-01,1.562675222059789,1.562675222059789,1.6422733095322206,1.6475076444746004,1.592984658141972,-0.6433455928392836,1,1.5889340157026588 -1177,1177,2018-02-02,1.4753411854209986,1.4753411854209986,1.521252451849664,1.516743573674698,1.5522984332906982,-0.7552943926348521,1,1.5708935563407234 -1178,1178,2018-02-05,1.3067062377822771,1.3067062377822771,1.403841777609948,1.3958033371245553,1.3858972392206708,-0.5828400942279234,1,1.4836707120644566 -1179,1179,2018-02-06,1.3200445336224054,1.3200445336224054,1.2743449151631,1.2428160780119748,1.1831008851859517,-0.4410473660632381,1,1.3505763829497692 -1180,1180,2018-02-07,1.4951896236108917,1.4951896236108917,1.4278578729148548,1.4386394379454397,1.402107979315137,-0.0138749119031546,1,1.2896521142428985 -1181,1181,2018-02-08,1.0224719690263773,1.0224719690263773,1.4689827079413509,1.099490934463213,1.4707663816198162,0.7459415109738888,1,1.4540930821989604 -1182,1182,2018-02-09,0.9460943247846028,0.9460943247846028,1.0351283850248698,0.7799891780065129,1.0991848075322,1.340798685947663,-1,1.1023421409348917 -1183,1183,2018-02-12,1.030411798603964,1.030411798603964,0.9896083683395788,0.9650234596815292,1.0387906951833976,-0.1822637132187043,-1,0.8924480461308311 -1184,1184,2018-02-13,1.1563319441385809,1.1563319441385809,1.0855146721152626,1.0658336360963063,1.0211494485579171,-0.5610135986702969,0,1.0307698539724413 -1185,1185,2018-02-14,1.1348952674521913,1.1348952674521913,1.116593955029198,1.162618353368408,1.1136476559848292,-0.6994449102454622,-1,1.138533056646417 -1186,1186,2018-02-15,1.3216323178172709,1.3216323178172709,1.2413821754312435,1.2251016619518145,1.171816434906174,-0.2537846648430186,0,1.165015993364134 -1187,1187,2018-02-16,1.3441802162892518,1.3441802162892518,1.382651316615568,1.373901743235776,1.2989619106559422,-0.3151759421502658,-1,1.2828169276482106 -1188,1188,2018-02-20,1.332747715784589,1.332747715784589,1.3468633916568324,1.3716473571095171,1.3302711788376087,-0.6861128052586497,1,1.356461043029258 -1189,1189,2018-02-21,1.3094052437627313,1.3094052437627313,1.3288120253589883,1.3985405756236555,1.3550645034116997,-0.8654943473129,-1,1.3509528515131486 -1190,1190,2018-02-22,1.5137678344448928,1.5137678344448928,1.450460701980851,1.4239852370192665,1.3471180532731086,-0.0137386382576335,1,1.3428583602938238 -1191,1191,2018-02-23,1.6071363596274313,1.6071363596274313,1.5689702839061788,1.6228683513497235,1.542603636803807,-0.2754748867551241,1,1.4645864134664843 -1192,1192,2018-02-26,1.6924065039637128,1.6924065039637128,1.6319133988663597,1.7075753089828034,1.6327178182478492,-0.6110260265765338,0,1.5811550954728335 -1193,1193,2018-02-27,1.5903044842569685,1.5903044842569685,1.647453040323328,1.6697308327872775,1.676423748716563,-0.5071400841409627,0,1.6442918171328973 -1194,1194,2018-02-28,1.4643843387223516,1.4643843387223516,1.5728943768186716,1.5442813632476218,1.617937129977934,-0.2181718188135093,1,1.5929222705117918 -1195,1195,2018-03-01,1.2717722596854553,1.2717722596854553,1.4697677061573085,1.3486188005261055,1.4977850396213648,-0.0328623731790919,1,1.4841931679624796 -1196,1196,2018-03-02,1.3383051876174334,1.3383051876174334,1.258648094429481,1.234280925142789,1.2112317551947678,-0.4400480259960835,1,1.309526412874628 -1197,1197,2018-03-05,1.3101993630109796,1.3101993630109796,1.2983605613843607,1.336057727777246,1.2972131096011792,-0.7282667862731709,-1,1.2832888540524467 -1198,1198,2018-03-06,1.2284223439034034,1.2284223439034034,1.276699460727326,1.2996627301742418,1.3188280360024187,-0.6233587914961917,1,1.31562904098274 -1199,1199,2018-03-07,1.2935264932108173,1.2935264932108173,1.2159537120547197,1.2144729201683184,1.1867558157314988,-0.4594670204828376,1,1.2726512038769606 -1200,1200,2018-03-08,1.2427137645620825,1.2427137645620825,1.228510539924506,1.2874237125862755,1.3046830273670738,-0.7867736047502218,-1,1.265798022108778 -1201,1201,2018-03-09,1.212067030942214,1.212067030942214,1.153009698927243,1.224618348841975,1.1654591838540078,-0.3460192105865373,-1,1.2719747760308888 -1202,1202,2018-03-12,1.503288004457151,1.503288004457151,1.446850518538012,1.291127577305056,1.2371372917761263,0.2802036151313392,1,1.218699171099341 -1203,1203,2018-03-13,1.4450120086401028,1.4450120086401028,1.446850518538012,1.291127577305056,1.2371372917761263,-0.2417698717629099,1,1.418139202249563 -1204,1204,2018-03-14,1.2034925419883102,1.2034925419883102,1.3306954821769093,1.2497404943396953,1.366666338802301,0.2128390096954179,-1,1.4127339764943776 -1205,1205,2018-03-15,1.187137229027121,1.187137229027121,1.221447352315479,1.2041666942827125,1.2493752615077611,-0.1057233489843635,1,1.2454558489661818 -1206,1206,2018-03-16,1.119651176276594,1.119651176276594,1.1359009592056553,1.1714755613984884,1.14686441777667,-0.2073607762688368,-1,1.1936664546879745 -1207,1207,2018-03-19,0.995953928614789,0.995953928614789,1.0315182015820314,1.0200985780903788,1.0446714138628674,0.1031160127766938,-1,1.1294837486718543 -1208,1208,2018-03-20,0.9481582170871136,0.9481582170871136,0.9608831819062184,1.005443916427209,1.018765422575047,-0.5146578469188756,-1,0.994981327024528 -1209,1209,2018-03-21,1.04311452646452,1.04311452646452,1.0580455726441664,1.02847247301062,0.94533896830463,-0.2434505800576699,-1,0.9726611148775096 -1210,1210,2018-03-22,0.9251337562058592,0.9251337562058592,1.001223916884052,0.9961038560242862,1.0031903621151503,-0.4747978056039593,1,1.0284126054179483 -1211,1211,2018-03-23,0.8050886393430597,0.8050886393430597,0.8824004254890716,0.8716205519673125,0.9612323232882743,-0.0852595898819478,-1,0.9746065003883052 -1212,1212,2018-03-26,0.847009322198917,0.847009322198917,0.8249509507896511,0.7252356540215602,0.8990898645911736,0.3054596641012463,-1,0.8403078055561408 -1213,1213,2018-03-27,0.4500341981782316,0.4500341981782316,0.7728379370743402,0.4968819584158181,0.8460069774528561,1.553907955268381,-1,0.7904306070150976 -1214,1214,2018-03-28,0.1102238481890016,0.1102238481890016,0.2141958428394611,0.0929957602239269,0.2194992269375956,3.1731568358983786,-1,0.5143490127769219 -1215,1215,2018-03-29,0.2428135959453129,0.2428135959453129,0.2499837677981991,0.0303511936915748,0.0909236993632755,1.848872260998762,-1,0.2600473881675817 -1216,1216,2018-04-02,0.0260653799399417,0.0260653799399417,0.0831289839606978,-0.0279449370632127,0.0872683141112651,2.063117144032156,-1,0.2469728816502218 -1217,1217,2018-04-03,0.2650439375783198,0.2650439375783198,0.2874988684655029,0.1314838860042438,0.3027796249567771,2.6832530802500907,-1,0.1148272318640502 -1218,1218,2018-04-04,0.5732553377323917,0.5732553377323917,0.5232619453538968,0.0913850236824599,0.0319600935454884,2.922254342219814,-1,0.3353909748838842 -1219,1219,2018-04-05,0.8714625617047366,0.8714625617047366,0.8040743992649279,0.674347252704329,0.6130135672437356,2.7460979431095627,-1,0.5886405372971141 -1220,1220,2018-04-06,0.7695195475682934,0.7695195475682934,0.8514783218517867,0.7919061404335841,0.798327821914846,1.474028886718774,-1,0.8675989758277797 -1221,1221,2018-04-09,0.6164462479441423,0.6164462479441423,0.8549313260179762,0.6906121901719696,0.7883151856106713,0.731223957257612,-1,0.7889235410282365 -1222,1222,2018-04-10,0.8552662543138485,0.8552662543138485,0.8172594951576687,0.7625968171072448,0.7660645795748623,0.8992947867336125,-1,0.6941194254972516 -1223,1223,2018-04-11,0.7954024743019353,0.7954024743019353,0.8467692307233365,0.8588982212695068,0.7941954495836767,0.1027980409371446,-1,0.7879350578060302 -1224,1224,2018-04-12,0.686631306675126,0.686631306675126,0.7678149364762366,0.7625968171072448,0.8193066139750544,0.1313927942223182,-1,0.8117607866865625 -1225,1225,2018-04-13,0.7860338660997841,0.7860338660997841,0.7678149364762366,0.7996359250320372,0.83964972640069,0.0674350299244239,-1,0.7001217096577963 -1226,1226,2018-04-16,0.6410584930202631,0.6410584930202631,0.700476639857259,0.6873911778260325,0.7665411119475579,-0.1571212256200648,-1,0.7377921623159355 -1227,1227,2018-04-17,0.5851644006463279,0.5851644006463279,0.5829092354245394,0.5827158787435295,0.6055436494778411,-0.0068795314330724,-1,0.653640295693901 -1228,1228,2018-04-18,0.6750398006001629,0.6750398006001629,0.709580912644506,0.6737031423825419,0.6406674501733928,-0.107335920456363,-1,0.5649840345514342 -1229,1229,2018-04-19,0.7819051728915041,0.7819051728915041,0.7216671008516375,0.6799839091254705,0.6406674501733928,-0.2134249534945249,1,0.640468782082337 -1230,1230,2018-04-20,0.6256558505759914,0.6256558505759914,0.7054996404553628,0.6993086009901008,0.70567046722606,-0.3185146464655323,-1,0.7140298336493056 -1231,1231,2018-04-23,0.5165671261102097,0.5165671261102097,0.5742760513835982,0.5798173822954834,0.644004995608118,-0.4853363008575896,1,0.6720673533526402 -1232,1232,2018-04-24,0.5179963590364035,0.5179963590364035,0.5031703920451286,0.5174948709240254,0.5440373251217729,-0.3054778010440155,1,0.5706694368158011 -1233,1233,2018-04-25,0.4740117838780348,0.4740117838780348,0.4728761073471516,0.4980093818474456,0.5201975199995391,-0.6851588897400022,1,0.5139830910536373 -1234,1234,2018-04-26,0.5500718712808351,0.5500718712808351,0.4827649292667085,0.485931161471428,0.4447048795635339,-0.6073920626959716,-1,0.4962047236473876 -1235,1235,2018-04-27,0.686631306675126,0.686631306675126,0.619011069852931,0.6039733623105226,0.5499180438012418,-0.6054388071101694,-1,0.5140327267474162 -1236,1236,2018-04-30,0.6837728408227376,0.6837728408227376,0.6858787268092519,0.7435941804035077,0.6808771426519691,-0.6364183491919619,-1,0.6270988448689919 -1237,1237,2018-05-01,0.7793647181797191,0.7793647181797191,0.7186847363481054,0.7551890876696857,0.6792879435655435,-0.546159771308499,-1,0.7042774030017654 -1238,1238,2018-05-02,0.7988960538322691,0.7988960538322691,0.8133354022451761,0.8286227324604872,0.7597073285226971,0.4406431204581592,-1,0.7597695127798761 -1239,1239,2018-05-03,0.5337165583196458,0.5337165583196458,0.51808221456279,0.4654795069121663,0.4453410139045684,2.3443178115649075,-1,0.783184749110057 -1240,1240,2018-05-04,0.6867903122454273,0.6867903122454273,0.6565261705202347,0.5345651766623984,0.5122510698609456,0.3495669007015697,-1,0.5731962690251492 -1241,1241,2018-05-07,0.8246199749956115,0.8246199749956115,0.7993653081364759,0.7865915391733376,0.7427013068253208,0.3742778550893925,-1,0.6437203669248573 -1242,1242,2018-05-08,0.8119163385317966,0.8119163385317966,0.82746222654688,0.8482694794860107,0.795148969035533,-0.2499008659456678,1,0.806251701370445 -1243,1243,2018-05-09,0.889406113162421,0.889406113162421,0.8158466780024042,0.8651785272754384,0.788950410538779,-0.2959159335832863,-1,0.8438207375210072 -1244,1244,2018-05-10,0.8603476180390479,0.8603476180390479,0.909712345683518,0.930560793043888,0.9016330378359172,-0.3131318374674496,-1,0.8655182094091023 -1245,1245,2018-05-11,0.7974668209060753,0.7974668209060753,0.8451992342914223,0.8495581608665838,0.9048114360087686,-0.5338951432116017,-1,0.88306910471331 -1246,1246,2018-05-14,0.6531265615044998,0.6531265615044998,0.7833545779332042,0.7294228318501792,0.8351995142522355,0.0582592711260045,-1,0.83361002581602 -1247,1247,2018-05-15,0.5294293138426948,0.5294293138426948,0.5011297559505586,0.5503472617571956,0.5441964723836467,0.5652880815614417,-1,0.6867506402977743 -1248,1248,2018-05-16,0.5659510761343804,0.5659510761343804,0.5301684027699215,0.5674171067585718,0.5254425590444368,-0.3080442880346625,-1,0.5154445732400892 -1249,1249,2018-05-17,0.5351457912458404,0.5351457912458404,0.5361331317769858,0.6062277484367806,0.5583410263125291,-0.5927199335282018,1,0.5543857711629683 -1250,1250,2018-05-18,0.4125597653696266,0.4125597653696266,0.4648707422455157,0.4456715019376964,0.5384749009660517,0.0503326874115282,1,0.5708759046176544 -1251,1251,2018-05-21,0.5343516719975929,0.5343516719975929,0.5722354152890249,0.5632299289299528,0.4857093989385561,0.488838566424115,-1,0.443151019464498 -1252,1252,2018-05-22,0.3838188270852266,0.3838188270852266,0.517454395623483,0.4363314415347725,0.5879024028523596,0.4350559009917948,1,0.5032051738635587 -1253,1253,2018-05-23,0.4482878627146942,0.4482878627146942,0.3904688089338646,0.4456715019376964,0.4289706718417649,-0.2373864028319818,1,0.4321646979058821 -1254,1254,2018-05-24,0.428915078330816,0.428915078330816,0.4093047243640162,0.4600041084399712,0.4391424554078144,-0.6481151704325214,-1,0.438878297906145 -1255,1255,2018-05-25,0.4447942831843604,0.4447942831843604,0.3862308065517176,0.4715990157061493,0.4269049403826428,-0.7166153895811185,-1,0.4531107819205659 -1256,1256,2018-05-29,0.5227601659226315,0.5227601659226315,0.4939093890648794,0.4802949657872844,0.4408908017561139,-0.3097249963294226,-1,0.4589157448326726 -1257,1257,2018-05-30,0.6491568738665227,0.6491568738665227,0.6274875237008726,0.5680612170803598,0.5168599745648123,0.1043424755863835,-1,0.4850856727875803 -1258,1258,2018-05-31,0.5381628083668998,0.5381628083668998,0.5546551377374864,0.5894794978593005,0.5791611258173245,-0.2522402301937797,-1,0.5763779587070421 -1259,1259,2018-06-01,0.6507446580613866,0.6507446580613866,0.5794557821747024,0.6041341595224702,0.5577053466779589,-0.3647341245714325,-1,0.5601926110550919 -1260,1260,2018-06-04,0.7288695463699573,0.7288695463699573,0.6901167291913981,0.7605032281929353,0.692479432749033,-0.5070492350439486,-1,0.6090097031999526 -1261,1261,2018-06-05,0.6397882656643697,0.6397882656643697,0.6712808137612447,0.6508353830110806,0.7458801597046364,-0.2350924631323769,-1,0.717941936697755 -1262,1262,2018-06-06,1.090275124314248,1.090275124314248,1.0538075702620202,0.8237919050470754,0.7903809170697934,2.665741916800632,1,0.6573477781271804 -1263,1263,2018-06-07,1.0361278217054803,1.0361278217054803,1.176711884762497,1.083064739046628,1.0391089897071462,1.6614051493102608,-1,1.0090164302038438 -1264,1264,2018-06-08,1.0610580779222027,1.0610580779222027,1.0900665839670631,1.1405559622676809,1.0844041192622855,0.2668487978702732,1,1.0976566029461663 -1265,1265,2018-06-11,1.2903504705194573,1.2903504705194573,1.2498581801955355,1.2267119377562845,1.1401893269072203,1.39753394703294,1,1.1571279103599952 -1266,1266,2018-06-12,1.4597795374064266,1.4597795374064266,1.5686563744365254,1.4763226561920202,1.4928578403937514,3.478864047350672,-1,1.269940963905966 -1267,1267,2018-06-13,1.4916960440805578,1.4916960440805578,1.446693788345009,1.5053099243574657,1.5248032429164515,0.554068218080206,-1,1.479669824881877 -1268,1268,2018-06-14,1.697170310849938,1.697170310849938,1.6279897550375153,1.6148165115903756,1.539424783924493,0.8972961065993034,1,1.558831903992455 -1269,1269,2018-06-15,1.7043160211792776,1.7043160211792776,1.7209132452260196,1.689700095710695,1.6381210951416976,0.8671569186648908,1,1.6696857479208396 -1270,1270,2018-06-18,1.9053440379014064,1.9053440379014064,1.863124563902954,1.7420375148834475,1.6629144197157884,1.1453595659961786,1,1.6990471973577284 -1271,1271,2018-06-19,1.6150757349033895,1.6150757349033895,1.8045766306015707,1.6091798551692331,1.818031618212499,1.3017789987801267,-1,1.8133608815305025 -1272,1272,2018-06-20,1.7686260512384455,1.7686260512384455,1.7163613333742198,1.7017778553497145,1.704872458542666,0.307390207412795,-1,1.628914166754864 -1273,1273,2018-06-21,1.5350459598626114,1.5350459598626114,1.7450860707239308,1.609502371067126,1.7678092894297477,0.2127708728726574,-1,1.728673449943661 -1274,1274,2018-06-22,1.314645613058233,1.314645613058233,1.525961542978115,1.379699196868865,1.601567242621594,0.7349260579609347,-1,1.5700962867335668 -1275,1275,2018-06-25,1.3048004424468072,1.3048004424468072,1.3096622004591814,1.3072312568237476,1.2611357894537722,-0.0224828638452362,-1,1.3224045217368918 -1276,1276,2018-06-26,1.4475524633518877,1.4475524633518877,1.3894010438385915,1.2798547251997705,1.3553823432289849,0.0958935095640765,-1,1.2823480997506689 -1277,1277,2018-06-27,1.487250248334934,1.487250248334934,1.5030443553588184,1.5004786362070592,1.497625892359491,0.2960340702860382,-1,1.3680999875603987 -1278,1278,2018-06-28,1.573473063188134,1.573473063188134,1.6008341159524242,1.606925469042977,1.555794671280833,0.3106380626310474,-1,1.4684768269680724 -1279,1279,2018-06-29,1.4626375489571857,1.4626375489571857,1.551233276161636,1.5473411176446132,1.6300154977412329,-0.1221670355439074,-1,1.5578749421171985 -1280,1280,2018-07-02,1.337511068369186,1.337511068369186,1.7226399718509375,1.3450757330192753,1.737135700882649,2.664038496231618,1,1.4847597179942316 -1281,1281,2018-07-03,0.953081029543641,0.953081029543641,1.2157965327780682,1.0204206332512729,1.2870417807415917,1.1929190682830362,-1,1.2587206752985831 -1282,1282,2018-07-05,0.9260864267227776,0.9260864267227776,0.9316878048938532,0.8035005869627653,1.0011241759495677,2.372549168462025,-1,1.0318544504888434 -1283,1283,2018-07-06,0.9219577335144976,0.9219577335144976,0.8952716119121606,0.896581439516088,0.8611055055400548,0.4168179447662234,-1,0.914281196860144 -1284,1284,2018-07-09,1.0745549250310047,1.0745549250310047,0.9965148257556026,0.9932048988392432,0.9729933059407488,0.1286673213118966,-1,0.9440535559540548 -1285,1285,2018-07-10,1.1374357221639773,1.1374357221639773,1.1402956917808045,1.173569150312798,1.1727699543580294,0.5544543267425158,1,1.0551753611248442 -1286,1286,2018-07-11,1.081700635360344,1.081700635360344,1.050197386819181,1.107059921849717,1.0335461108449624,-0.4874485423631663,1,1.145645202070257 -1287,1287,2018-07-12,1.045972992316906,1.045972992316906,1.0704461194045989,1.0700208139249254,1.1230246126544354,-0.2973240945870041,1,1.1038204861481615 -1288,1288,2018-07-13,1.0802714024341502,1.0802714024341502,1.0131529258145338,1.013334958974607,1.030049872854826,-0.263573655046283,1,1.0599079725806588 -1289,1289,2018-07-16,0.941012506757774,0.941012506757774,0.9437744421846324,0.9650234596815292,0.9685430937922952,0.1790658578804432,-1,1.0402236362439674 -1290,1290,2018-07-17,1.140929301694311,1.140929301694311,1.094147407072558,1.0012571993355863,0.9224531373407124,-0.0077425978547059,1,0.9280686578505704 -1291,1291,2018-07-18,1.1593489612596404,1.1593489612596404,1.106077314170334,1.1260620978164564,1.1797633397512275,-0.3193550006129123,-1,1.0652134502549486 -1292,1292,2018-07-19,1.1018670846908405,1.1018670846908405,1.0753114916424038,1.0899896161113447,1.0419695480627125,-0.2532395702609343,-1,1.1488568042590852 -1293,1293,2018-07-20,0.9962714854537622,0.9962714854537622,1.070602849597601,1.0529505081865522,1.1198457597751217,-0.4242857076641451,-1,1.0964278066951365 -1294,1294,2018-07-23,0.8314476741843457,0.8314476741843457,0.7921449412507968,0.7493916340365967,0.8116780036537478,0.8999988672354714,-1,1.0365290245308036 -1295,1295,2018-07-24,0.7398259387669741,0.7398259387669741,0.8269915868842227,0.7443990879372442,0.8526820683223056,0.5815500699269575,-1,0.7820760795801054 -1296,1296,2018-07-25,0.9194172788027136,0.9194172788027136,0.8568147828358964,0.7758020001778938,0.7306229390620247,0.0102455233540767,-1,0.7539930620880253 -1297,1297,2018-07-26,0.8862300904710604,0.8862300904710604,0.8737672414481279,0.9229918056573844,0.8595163064536291,-0.5450468698700768,0,0.8625383397690208 -1298,1298,2018-07-27,0.7358562511289953,0.7358562511289953,0.8265204981379186,0.7893292384094351,0.8976598127666217,-0.3013895916783831,-1,0.9175458311827815 -1299,1299,2018-07-30,0.6245446287904011,0.6245446287904011,0.6445967125061061,0.6410120094983163,0.7172727573231238,-0.0491016492703542,-1,0.794500018864959 -1300,1300,2018-07-31,0.7510998880029658,0.7510998880029658,0.6794433581395312,0.6883578040457116,0.6592626709571922,-0.4436592776023922,1,0.6371598748659688 -1301,1301,2018-08-01,0.7939732413757408,0.7939732413757408,0.7529035630422234,0.7516460201628548,0.7504890644085029,0.7038783790563816,1,0.7012529029479502 -1302,1302,2018-08-02,1.5672804776773437,1.5672804776773437,1.490487078405383,1.2373406795397808,1.2344354259759704,3.675915738774156,1,0.7397448174001297 -1303,1303,2018-08-03,1.545525789850352,1.545525789850352,1.5691274631828305,1.5492734486099773,1.542285342280059,1.5049630042520592,-1,1.4704721461059829 -1304,1304,2018-08-06,1.447393912083215,1.447393912083215,1.5688131046295284,1.5378397992927448,1.5049366628635117,0.3484085747146405,1,1.59792862311673 -1305,1305,2018-08-07,2.0441263711685083,2.0441263711685083,2.0786393572895774,1.494842440522914,1.4791898188375654,5.415857644787324,-1,1.5627932256280128 -1306,1306,2018-08-08,1.897563213894121,1.897563213894121,2.002981337015663,1.945269064991467,1.880491916726885,3.983939602200307,-1,1.82494452963448 -1307,1307,2018-08-09,1.6134884050101543,1.6134884050101543,1.7576433476773656,1.600806420985991,1.8242301767092528,2.306093053996244,-1,1.7651495474444123 -1308,1308,2018-08-10,1.661760224645474,1.661760224645474,1.6476102195999778,1.6051543960265575,1.6406642683864412,1.026983192586866,-1,1.602483427957615 -1309,1309,2018-08-13,1.676369202143126,1.676369202143126,1.697682597220717,1.653787950480532,1.753982120611686,0.7798509364343846,-1,1.6844515624000478 -1310,1310,2018-08-14,1.5371103064667495,1.5371103064667495,1.6350529426465423,1.6228683513497235,1.7113888568567033,-0.0099684007315502,-1,1.6861572903353588 -1311,1311,2018-08-15,1.394992944937986,1.394992944937986,1.4041556870796017,1.38195404373212,1.4485162302904682,0.4703734874560085,-1,1.5624037671711837 -1312,1312,2018-08-16,1.3435451026113054,1.3435451026113054,1.369466220722827,1.4090085201952025,1.4167299750296434,-0.2194664184459596,-1,1.348751124160052 -1313,1313,2018-08-17,0.8679694364760314,0.8679694364760314,1.126011688202451,0.921220271903968,1.1559235346289902,2.709190497447603,-1,1.3362099183141458 -1314,1314,2018-08-20,0.9146539262181166,0.9146539262181166,0.8392349543680039,0.674347252704329,0.650521393922157,2.355719373240172,-1,0.8385643592604912 -1315,1315,2018-08-21,1.128384670800799,1.128384670800799,1.0949324052885154,1.0093090390949344,0.951060539722225,1.394967460042293,-1,0.8676139916679145 -1316,1316,2018-08-22,1.1242564318941484,1.1242564318941484,1.0806484017101623,1.1006183578948407,1.1141241883575266,-0.2462669020651056,-1,1.115476829986125 -1317,1317,2018-08-23,1.0998027380867004,1.0998027380867004,1.1346448722433935,1.1558547342526369,1.0866289979832808,-0.4276698365279186,1,1.1816964466338618 -1318,1318,2018-08-24,1.142993648298451,1.142993648298451,1.0801777620475053,1.1767897019217382,1.1114223225573716,-0.7785063369219429,-1,1.1430380470335213 -1319,1319,2018-08-27,1.0866229935152425,1.0866229935152425,1.0580455726441664,1.0062492846979427,1.0685112189851027,1.373867757260779,-1,1.1478037886762995 -1320,1320,2018-08-28,0.968959780095556,0.968959780095556,1.0021656452930134,1.0445766132663112,1.0750271625926795,0.1405458407464842,-1,1.0206255814013838 -1321,1321,2018-08-29,0.8601886124687466,0.8601886124687466,0.891818607745972,0.923797173928117,0.9456572628283794,0.0947351835771473,-1,1.0199378320885435 -1322,1322,2018-08-30,0.830653554936099,0.830653554936099,0.7780181169490945,0.8276565669778027,0.8183530945231989,0.0423379668742914,-1,0.8859873021528378 -1323,1323,2018-08-31,0.8069939803768976,0.8069939803768976,0.7891625767472646,0.8418283762681298,0.8142207221920297,-0.3759312757784147,-1,0.8074065505674778 -1324,1324,2018-09-04,0.6051718444065228,0.6051718444065228,0.6774027220449595,0.6711267010953899,0.7338013372348761,0.2998497323606285,-1,0.8116102707652114 -1325,1325,2018-09-05,0.4748054488246528,0.4748054488246528,0.4983045707236762,0.4968819584158181,0.5448316973117545,0.1568305413862534,-1,0.6309874111838966 -1326,1326,2018-09-06,0.4781400227846853,0.4781400227846853,0.5672124146909212,0.5242584900397973,0.5408589269489215,0.1023210831778208,-1,0.4886087344858708 -1327,1327,2018-09-07,0.196923225451476,0.196923225451476,0.2090156629647069,0.0954114042991304,0.1482981060946369,3.511683283646999,-1,0.4857482169401941 -1328,1328,2018-09-10,0.5503894281198092,0.5503894281198092,0.4865318429025506,0.3973600026446152,0.3574517111815211,1.6473689638215894,-1,0.301644512814301 -1329,1329,2018-09-11,0.4541628913865116,0.4541628913865116,0.4232743693890688,0.438425030449082,0.4561480223987256,0.4859768198681723,-1,0.4822296242419437 -1330,1330,2018-09-12,0.6304196574622202,0.6304196574622202,0.5880889662156461,0.5205550860580138,0.4874577452868556,0.6779863864073762,-1,0.4711350039156891 -1331,1331,2018-09-13,0.6132702252527816,0.6132702252527816,0.6273307935078687,0.6257132375133594,0.5920343204770673,-0.1567124046835015,-1,0.5736211815489634 -1332,1332,2018-09-14,0.7044158525625092,0.7044158525625092,0.6639037166825634,0.6472927762412456,0.603795757836004,-0.0601171022833082,1,0.6272152176300365 -1333,1333,2018-09-17,0.6986993751593635,0.6986993751593635,0.7194697345640629,0.6732202900097011,0.6241388702616405,-0.0324081276940217,-1,0.6598783642965622 -1334,1334,2018-09-18,0.5418149391659054,0.5418149391659054,0.7472527435048126,0.4698274819527329,0.7298281121655806,2.161574852921137,-1,0.6686090623615977 -1335,1335,2018-09-19,0.7650737518226715,0.7650737518226715,0.7058135499250163,0.5503472617571956,0.4726770570169403,0.2872217078756749,-1,0.5510100672926671 -1336,1336,2018-09-20,0.7541169051240235,0.7541169051240235,0.7996792176061295,0.7569601606861043,0.8390140467661188,0.072477154808704,1,0.6808879676984828 -1337,1337,2018-09-21,0.7663439791785622,0.7663439791785622,0.7149178227122632,0.7898125515192763,0.7458801597046364,-0.4496553180053197,1,0.767856615252468 -1338,1338,2018-09-24,0.7755535818104122,0.7755535818104122,0.7529035630422234,0.7609865413027748,0.7582768219916818,-0.4967832870813604,-1,0.7794680903300287 -1339,1339,2018-09-25,0.7963551448188547,0.7963551448188547,0.7780181169490945,0.8080098199522792,0.7824344669312024,-0.5788427339593051,1,0.7748685359020754 -1340,1340,2018-09-26,0.9327555746428434,0.9327555746428434,0.923839619068868,0.8822488330138115,0.8127902156610144,0.1846303650725541,1,0.7995449240435766 -1341,1341,2018-09-27,0.9000449487204647,0.9000449487204647,0.9406348984044496,0.9756517407280276,0.9874561543933787,0.335871399326701,-1,0.8814072325650594 -1342,1342,2018-09-28,0.2212179136886229,0.2212179136886229,0.3604879846218911,0.2292347687590273,0.3097721009370502,6.045873420305537,-1,0.9115010617285222 -1343,1343,2018-10-01,0.9505401205302256,0.9505401205302256,0.8853827899926037,0.8812826675311295,0.8741378474616713,3.349449508654151,1,0.5645721715077372 -1344,1344,2018-10-02,0.7968317072281291,0.7968317072281291,0.9701446339701176,0.8506851235612142,1.0041438815670058,1.0704771977823444,-1,0.8732519033585218 -1345,1345,2018-10-03,0.6980642614814173,0.6980642614814173,0.7780181169490945,0.7286174635794448,0.8353586615141093,0.2191075973893877,-1,0.7927728397294554 -1346,1346,2018-10-04,0.492113886604391,0.492113886604391,0.6116339727742497,0.5047730009632159,0.686280874252279,0.6322892906093068,-1,0.7069735805193004 -1347,1347,2018-10-05,0.1764392192820066,0.1764392192820066,0.311514514686762,0.2202163027800013,0.379543169955457,2.478865324242722,-1,0.4934087980489574 -1348,1348,2018-10-08,-0.0044223481096251,-0.0044223481096251,0.1997551090681045,0.0430735243893804,0.2185457074857402,1.4632178441741013,-1,0.2588554164768823 -1349,1349,2018-10-09,0.1899365206924379,0.1899365206924379,0.1842150185274892,0.1123204520885581,0.0712162665722093,1.142497819440236,-1,0.0832578580606758 -1350,1350,2018-10-10,0.0959328818319523,0.0959328818319523,0.1644373746883754,0.0232655194149097,0.2199762140167545,1.313907353231503,-1,0.1636257925554113 -1351,1351,2018-10-11,0.0220952380003335,0.0220952380003335,0.1132665384656727,0.0435563767622229,0.1074527339814902,0.2583316950252056,-1,0.1249489657782387 -1352,1352,2018-10-12,0.1261030530425461,0.1261030530425461,0.1091852662765294,0.0915462816314054,0.1626018072853932,0.0388629889135039,1,0.077419392544935 -1353,1353,2018-10-15,0.1389647864734016,0.1389647864734016,0.1294339988619474,0.1322892542749773,0.1317690714764221,-0.1885777254611811,1,0.1029972226845278 -1354,1354,2018-10-16,0.408907634570621,0.408907634570621,0.3507563419789847,0.2562897059591086,0.2372996208249509,0.5669233653076947,-1,0.1270073871967156 -1355,1355,2018-10-17,0.3325299903288466,0.3325299903288466,0.4342620989942368,0.3136192104942172,0.5027154206359298,0.3691221688338449,1,0.2885077680230491 -1356,1356,2018-10-18,0.2075620610095198,0.2075620610095198,0.2506120358211529,0.2685282628100777,0.2943561877390271,-0.3654609173475449,1,0.3372121221935646 -1357,1357,2018-10-19,0.1454749288231654,0.1454749288231654,0.2295783050197783,0.1155410036974982,0.2641591315646264,0.5326505434591428,-1,0.2743888561963143 -1358,1358,2018-10-22,0.1605604687300917,0.1605604687300917,0.1071446301819578,0.1008863420343285,0.1575163702088309,-0.3247832341595021,-1,0.1537730775469709 -1359,1359,2018-10-23,0.6875839771920462,0.6875839771920462,0.6733214498558163,0.2540348590958536,0.2082152313642794,2.724907391231034,1,0.1352707917208899 -1360,1360,2018-10-24,0.5980265883788128,0.5980265883788128,0.7755063921082188,0.634570906280437,0.7991221941048284,2.9589573774134923,1,0.6136018688811731 -1361,1361,2018-10-25,1.0165969403545598,1.0165969403545598,1.035442294494525,0.8806385572093415,1.056114556698058,3.1366582111729824,1,0.7455178716519499 -1362,1362,2018-10-26,1.2712956972761809,1.2712956972761809,1.332108299332174,0.9714645628994084,0.9135527130438036,4.632216046218345,-1,1.0564984234833872 -1363,1363,2018-10-29,1.3340179431404808,1.3340179431404808,1.4460655203220545,1.291127577305056,1.3779503343756172,1.6933613191849544,1,1.3566616117510584 -1364,1364,2018-10-30,1.255416946724266,1.255416946724266,1.300715106948585,1.2228468150885596,1.23364105378599,0.4761424051164009,-1,1.318975070692775 -1365,1365,2018-10-31,1.3732391657142535,1.3732391657142535,1.3650710390640304,1.3329979733802546,1.299597135584049,0.1349131967316128,-1,1.2890685224243263 -1366,1366,2018-11-01,1.4837566688046002,1.4837566688046002,1.4567393404575688,1.4236627211213762,1.3905061439245363,0.2202659233763169,1,1.3506118966034215 -1367,1367,2018-11-02,1.5175789708141996,1.5175789708141996,1.478086980728598,1.523185137629575,1.4776006197511395,0.1766356445353173,1,1.4267250451266316 -1368,1368,2018-11-05,1.4380253038810655,1.4380253038810655,1.39583686159196,1.3497457632207368,1.426106931699247,0.1818594676136254,-1,1.4722982391090411 -1369,1369,2018-11-06,1.4326263833168913,1.4326263833168913,1.4718078931682326,1.4455643150101565,1.4033797932907408,-0.0607303336881531,-1,1.379268793287319 -1370,1370,2018-11-07,1.5453672385816803,1.5453672385816803,1.5091662636425331,1.5214136038761588,1.4712433686989734,0.0781779356463359,1,1.4082358981606684 -1371,1371,2018-11-08,1.5968150809083614,1.5968150809083614,1.6096244792700176,1.6444478900776096,1.5532519527425528,0.0137205013148643,1,1.491258954959237 -1372,1372,2018-11-09,1.582682665819984,1.582682665819984,1.5534306424492113,1.5927541204896467,1.5611984028811443,-0.4386852895408727,1,1.5670794137731534 -1373,1373,2018-11-12,1.2773297315182996,1.2773297315182996,1.4871908044321973,1.352966775566674,1.5511857665769682,-0.0201662118713778,1,1.5420146397348324 -1374,1374,2018-11-13,1.3956285129175616,1.3956285129175616,1.4074519610527871,1.3829202092148012,1.3094510793328134,-0.3592377542020822,-1,1.3137383560324356 -1375,1375,2018-11-14,1.4793104187573471,1.4793104187573471,1.4452809711897436,1.4626346207485297,1.4610715851329248,-0.4519719699791781,-1,1.3600789071150663 -1376,1376,2018-11-15,1.5498134886289343,1.5498134886289343,1.468354889002044,1.4930709067694994,1.4551913211599186,-0.5461370590342455,1,1.4438131903733522 -1377,1377,2018-11-16,1.6430230082411714,1.6430230082411714,1.580114743704349,1.5909825867362313,1.5006455979769309,0.0399531780776725,-1,1.4947547855506165 -1378,1378,2018-11-19,1.6296847124010416,1.6296847124010416,1.75356252457187,1.7159492039030446,1.6778542552475777,0.608373265820357,1,1.5857267037538694 -1379,1379,2018-11-20,1.5347284030236366,1.5347284030236366,1.487504713901851,1.404660545154636,1.4459730570457243,0.2213106879919785,1,1.6445046607081413 -1380,1380,2018-11-21,1.3870535696620283,1.3870535696620283,1.539303818147508,1.466660540628203,1.6088780131256146,-0.5322598594653487,1,1.488924945204953 -1381,1381,2018-11-23,1.1907893598261263,1.1907893598261263,1.2944364684718672,1.2758288053200977,1.328364139933898,-0.6422326914008615,0,1.4392662509725378 -1382,1382,2018-11-26,1.5110688284644351,1.5110688284644351,1.4313108770810443,1.2669720580270147,1.1797633397512275,0.2184489414360358,-1,1.239498493152707 -1383,1383,2018-11-27,1.4780401914014547,1.4780401914014547,1.44292642562552,1.436062996658287,1.4189548537506376,-0.1526241953178691,-1,1.3945269128109463 -1384,1384,2018-11-28,1.540762437265757,1.540762437265757,1.4636457978735946,1.5441201052986764,1.5133601000812615,-0.6592668970909966,-1,1.458982764109518 -1385,1385,2018-11-29,1.434373173082059,1.434373173082059,1.45140287947346,1.5012840044777935,1.5294121476203182,-0.8970416962510304,1,1.5112424163652802 -1386,1386,2018-11-30,1.582206557712338,1.582206557712338,1.5157588115889045,1.480509834020639,1.4472448710213277,-0.3182420991744902,-1,1.4520752393008478 -1387,1387,2018-12-03,1.7093969306028485,1.7093969306028485,1.741789796750746,1.7017778553497145,1.7360230341689205,0.2898563316890825,1,1.5233804588209008 -1388,1388,2018-12-04,1.7286107094164254,1.7286107094164254,1.783856809269848,1.7017778553497145,1.6732453505437117,0.3251512058790426,1,1.6782245173308188 -1389,1389,2018-12-06,1.7819643470785749,1.7819643470785749,1.763451346491427,1.6818090531632943,1.6726092162026789,0.1844713791527795,1,1.694637188118143 -1390,1390,2018-12-07,1.7011404527895464,1.7011404527895464,1.9535372274178773,1.792764658251729,1.8790614101958707,1.0177165846914324,1,1.714353939601792 -1391,1391,2018-12-10,1.8151510811085976,1.8151510811085976,1.741475887281091,1.7198138658337727,1.7360230341689205,-0.0946624714229024,1,1.72296683482577 -1392,1392,2018-12-11,1.8407164510032672,1.8407164510032672,1.8386378289353893,1.8343129991660352,1.8935242586485024,-0.1638667710733583,-1,1.7447639952080936 -1393,1393,2018-12-12,1.838175996291482,1.838175996291482,1.834557005829894,1.9137053555388697,1.88573650106532,-0.4549927024548955,1,1.7736355230672514 -1394,1394,2018-12-13,1.99998279043984,1.99998279043984,1.921359036818332,1.9393108141464293,1.8973383364559224,0.0762246800605337,1,1.767948214029534 -1395,1395,2018-12-14,1.8240435812031053,1.8240435812031053,1.928108764041356,1.900339375256273,1.97442017597835,-0.1573256360883464,-1,1.863754636889516 -1396,1396,2018-12-17,1.5494959317899604,1.5494959317899604,1.7370807056222943,1.571013784549812,1.7678092894297477,0.1462011970356091,-1,1.778660943405694 -1397,1397,2018-12-18,1.3686339100967,1.3686339100967,1.514973813372947,1.406914931280894,1.5856738876379513,0.0158327428204411,-1,1.5354764330894772 -1398,1398,2018-12-19,1.3041653287688626,1.3041653287688626,1.443711423841476,1.3433046600028584,1.3800165205412018,0.2825202671051976,-1,1.3660876266356687 -1399,1399,2018-12-20,1.0248538724694904,1.0248538724694904,1.1812637966142967,1.0555269494737043,1.2123439672020346,0.4636960788254755,1,1.3008364125032912 -1400,1400,2018-12-21,1.094562823092829,1.094562823092829,1.0742130330404411,1.064706212664679,1.0589751150536235,0.2240588731766536,1,1.03361094626461 -1401,1401,2018-12-24,0.7074328696835686,0.7074328696835686,0.9334145315187714,0.7870748522831771,0.996991803618398,-0.3339589929579216,-1,1.0597201554056397 -1402,1402,2018-12-26,1.1949175987327771,1.1949175987327771,1.1291512319826336,0.7691996390110674,0.7824344669312024,0.257286930409544,1,0.8052247251612266 -1403,1403,2018-12-27,1.0367629353834258,1.0367629353834258,1.0538075702620202,0.8885295997567401,1.0977543010011857,0.35086150033402,-1,1.009342607620105 -1404,1404,2018-12-28,1.3184562951259102,1.3184562951259102,1.2746588246327537,1.1608468196149924,1.149566283576826,0.6606342088776918,1,1.0091611066318091 -1405,1405,2018-12-31,1.3014658684867746,1.3014658684867746,1.3212777490036565,1.271158775118636,1.383036226158642,-0.1653430688998367,-1,1.260627329475698 -1406,1406,2019-01-02,0.9413305178983776,0.9413305178983776,0.9433033534383284,0.8450489278770706,0.879382886506569,1.0511944769411117,-1,1.3343253112038955 -1407,1407,2019-01-03,0.7863514229387573,0.7863514229387573,0.8533617786697086,0.8221811685056076,0.8936865876973261,-0.0147834028732951,-1,0.89583167502787 -1408,1408,2019-01-04,1.0615341860298475,1.0615341860298475,0.9883527304609638,0.9083371439942138,0.8777932327136834,0.0826295414000245,-1,0.8221942929402162 -1409,1409,2019-01-07,1.3357647329056486,1.3357647329056486,1.2825070104577387,1.1502180778314963,1.127633517358303,0.1183105242522944,1,0.9791393773356604 -1410,1410,2019-01-08,1.341957318416439,1.341957318416439,1.3966214107242698,1.2995014722252962,1.4493106024804496,-0.0049489881215237,1,1.257860124650859 -1411,1411,2019-01-09,1.392452490226201,1.392452490226201,1.3886160456226355,1.3711640439996766,1.346641066193949,-0.3628035812598838,-1,1.3533698059081771 -1412,1412,2019-01-10,1.494713061201617,1.494713061201617,1.418282511381305,1.3763173873109804,1.3291585121238796,-0.2211925512892266,-1,1.3823807665685863 -1413,1413,2019-01-11,1.5310762722246318,1.5310762722246318,1.4656864339681652,1.4887229317289317,1.4513767886460336,-0.4522445172702203,1,1.434817867919275 -1414,1414,2019-01-14,1.3268722328111422,1.3268722328111422,1.372919224889014,1.4119070166432504,1.4559856933498994,-0.404957562274405,1,1.4880741667706496 -1415,1415,2019-01-15,1.4861385722477145,1.4861385722477145,1.4718078931682326,1.4199588564025964,1.3386941613488943,-0.2211471267407196,1,1.3565945171637896 -1416,1416,2019-01-16,1.511862493411054,1.511862493411054,1.5220374500656224,1.5648942757558308,1.4941291996628918,-0.5311469580269265,1,1.4389830951299962 -1417,1417,2019-01-17,1.531869937171249,1.531869937171249,1.514188815156989,1.5753617595903795,1.516856792777861,-0.7616765417000894,-1,1.5017187985197935 -1418,1418,2019-01-18,0.8165215941493519,0.8165215941493519,1.1316625077398617,0.8600256447011343,1.1479766297839376,3.888457201238536,-1,1.5160507028884405 -1419,1419,2019-01-22,0.7634855133261748,0.7634855133261748,0.8313863194593718,0.7919061404335841,0.859039319374471,1.1438832681697002,-1,0.8670141922758638 -1420,1420,2019-01-23,0.5835766164514623,0.5835766164514623,0.6194821585992358,0.5695106956728814,0.6632358960264877,1.2491092347862287,-1,0.7489401127093355 -1421,1421,2019-01-24,0.6458222999064885,0.6458222999064885,0.6066109721761459,0.5307005147316705,0.5127280569401054,0.223014108560992,-1,0.5980527280749335 -1422,1422,2019-01-25,0.7336333532561835,0.7336333532561835,0.6825824528360662,0.6960875886441646,0.6932738049390162,0.0498103051036974,-1,0.6176025177170839 -1423,1423,2019-01-28,0.7231530689668116,0.7231530689668116,0.665944352777135,0.6671003204787194,0.6697518396340643,-0.1378612170530853,-1,0.7056658915208955 -1424,1424,2019-01-29,0.7403025011762485,0.7403025011762485,0.6832102717753733,0.7323213282982235,0.7072601210189499,-0.547045550004386,1,0.6964111287178225 -1425,1425,2019-01-30,0.919893841211988,0.919893841211988,0.84708314019299,0.8400563817777181,0.7895865448798117,0.9584602611640154,1,0.7303950734495374 -1426,1426,2019-01-31,0.8921055734445072,0.8921055734445072,0.8872662468105248,0.7677501604185458,0.798327821914846,1.258012446293606,-1,0.8420722263586454 -1427,1427,2019-02-01,0.9745172519284004,0.9745172519284004,0.9585290854256416,0.9207374195311254,0.8685754233059502,0.057487053801385,-1,0.8599706906926396 -1428,1428,2019-02-04,0.985315093056746,0.985315093056746,0.945971808472207,0.894649108550724,0.9887275136625194,0.0730903862135488,-1,0.9871095707672026 -1429,1429,2019-02-05,1.119651176276594,1.119651176276594,1.0580455726441664,1.0616469190046836,0.9809397560793408,-0.0652955008131093,-1,0.9740764173968806 -1430,1430,2019-02-06,1.0540713731631657,1.0540713731631657,1.0862992212475733,1.1159166691428015,1.0937810759318891,-0.4523807909157414,-1,1.0843033499996375 -1431,1431,2019-02-07,0.8998863974517929,0.8998863974517929,0.9365536262153064,0.9126855797717784,0.9938134054455467,-0.1157621742044165,-1,1.086648442874021 -1432,1432,2019-02-08,0.8727332433622602,0.8727332433622602,0.8227535845020774,0.8402176397266653,0.890984721897172,-0.2693879972551825,1,0.9104178952921328 -1433,1433,2019-02-11,0.9845214281101272,0.9845214281101272,0.9977704636342166,1.0334650191099726,0.9667947474439956,0.0225782882737346,1,0.8450121729317017 -1434,1434,2019-02-12,0.9681656608473084,0.9681656608473084,0.991335094964496,1.0192932098196454,1.039903361897127,-0.3435662849671578,1,0.9663618507676328 -1435,1435,2019-02-13,0.9103662274395352,0.9103662274395352,0.9059454320476752,0.9540722020001412,0.9787148773583438,-0.4289644361603689,-1,0.9870620206067758 -1436,1436,2019-02-14,0.8404987255475247,0.8404987255475247,0.8120793152829153,0.8804777599973922,0.8361530337040918,-0.4155187698022888,1,0.932418782489618 -1437,1437,2019-02-15,0.9057614261236104,0.9057614261236104,0.8313863194593718,0.9271789834860034,0.8539534275914462,-0.7098471318535714,1,0.857695910085554 -1438,1438,2019-02-19,0.8701923343488458,0.8701923343488458,0.8869523373408713,0.9524623869326674,0.8866932023041281,-0.6500002891955631,-1,0.9056410109425876 -1439,1439,2019-02-20,0.8212854010355772,0.8212854010355772,0.8047022182042332,0.8482694794860107,0.8525233757668944,0.0253946102811703,-1,0.9169181452304808 -1440,1440,2019-02-21,0.6413760498592354,0.6413760498592354,0.7566704766780655,0.7113863606291214,0.8112010165745888,0.4267432086150089,-1,0.8239776027162237 -1441,1441,2019-02-22,0.6966350285552235,0.6966350285552235,0.6508753509828247,0.7371526164486306,0.6948634587319019,-0.2929179133818225,1,0.6739422478361363 -1442,1442,2019-02-25,0.7611036098830616,0.7611036098830616,0.7513335666103083,0.8160616597116254,0.7492177051393607,-0.0917098757699456,-1,0.6994651837585698 -1443,1443,2019-02-26,0.7466536379557093,0.7466536379557093,0.7373639215852549,0.6835265158953046,0.6587856838780332,0.35254220862878,-1,0.7591073261472655 -1444,1444,2019-02-27,1.0146915993207226,1.0146915993207226,0.9616681801221768,0.8732308277717824,0.8107244842018922,0.9433793110596824,-1,0.7114243470392515 -1445,1445,2019-02-28,1.0963091585563658,1.0963091585563658,1.0197454737609035,1.038457104472328,1.0831327599931433,0.7927515082103803,-1,0.9362830970309718 -1446,1446,2019-03-01,0.697905255911116,0.697905255911116,0.8177301348203261,0.7339316041026935,0.8927330682454707,3.606961274140488,-1,1.100747482547244 -1447,1447,2019-03-04,0.5481665302469972,0.5481665302469972,0.6901167291913981,0.5870638537840988,0.7525552505740851,2.286333375395688,1,0.8462486558628007 -1448,1448,2019-03-05,0.4081139696240029,0.4081139696240029,0.4546675617726577,0.3828661381933949,0.496357714877302,2.6651513976700403,-1,0.6206502565711077 -1449,1449,2019-03-06,0.4033501627377767,0.4033501627377767,0.4155829137570864,0.4519522686806241,0.4086275594161285,0.7506883762928731,-1,0.5304921730684935 -1450,1450,2019-03-07,0.408907634570621,0.408907634570621,0.4656552913778257,0.4496974218173691,0.44613538609455,0.5478677672089969,1,0.4394441924845579 -1451,1451,2019-03-08,0.5287942001647485,0.5287942001647485,0.4796253854865258,0.4761082486956632,0.4154617975474527,0.4063930108838607,1,0.4351586002060894 -1452,1452,2019-03-11,0.6364536917043373,0.6364536917043373,0.5689391413158392,0.5503472617571956,0.5205153598168226,0.0822207204634613,-1,0.4819565981328263 -1453,1453,2019-03-12,0.516408574841537,0.516408574841537,0.5185528542254465,0.5593652669992238,0.5677179829821337,0.1076130430788895,-1,0.5723383997774487 -1454,1454,2019-03-13,0.6053308499768242,0.6053308499768242,0.5800836011140102,0.5857756331405211,0.5265547710517027,-0.042151693348779,-1,0.5225665504640178 -1455,1455,2019-03-14,0.6212100548303685,0.6212100548303685,0.6334522527079351,0.6757967312968515,0.6624415238365069,0.0166049601450605,-1,0.5647357964958726 -1456,1456,2019-03-15,0.3904879750052916,0.3904879750052916,0.4502728291975085,0.4521130658925726,0.520356667261412,1.7613845805742276,-1,0.6087699860378009 -1457,1457,2019-03-18,0.2961667793058329,0.2961667793058329,0.3612729828378486,0.3377751905092555,0.4009989490948243,0.7383101868247083,-1,0.4239133447851492 -1458,1458,2019-03-19,0.2640912670614004,0.2640912670614004,0.2867138702495445,0.2759359922476369,0.2659070232064635,1.0834459063811006,-1,0.3461429718737301 -1459,1459,2019-03-20,0.3614294798819185,0.3614294798819185,0.3129273318420275,0.3216710502535643,0.3007134387911925,-0.0277293991977979,-1,0.3007281592527423 -1460,1460,2019-03-21,0.3680986278019835,0.3680986278019835,0.3361584289309775,0.3562949748401501,0.3469620877981865,-0.2460170670483169,-1,0.3503224402979127 -1461,1461,2019-03-22,0.217406777319316,0.217406777319316,0.27886568442456,0.2846324030657689,0.3466447026873647,0.3895859279362607,-1,0.3675372667991038 -1462,1462,2019-03-25,0.1521445310448598,0.1521445310448598,0.1278644515136798,0.1310010336314013,0.1420995475978829,0.7233200858173893,-1,0.263426220337911 -1463,1463,2019-03-26,0.2688550739476267,0.2688550739476267,0.2389960381930311,0.2915572801304855,0.2172743482165996,0.0728178389225067,-1,0.1392124199629376 -1464,1464,2019-03-27,0.3809608155344685,0.3809608155344685,0.3192059703187461,0.3519469997995826,0.2857740579658659,0.3972172520854412,-1,0.2368258680924731 -1465,1465,2019-03-28,0.4411421523853548,0.4411421523853548,0.3970613568802342,0.4633859179978568,0.4194350226167482,-0.0581865589717596,-1,0.3294550106839349 -1466,1466,2019-03-29,0.4608320393065775,0.4608320393065775,0.3943929018463556,0.4537233416970426,0.4439105073735531,-0.2359782418282639,-1,0.4214374591762584 -1467,1467,2019-04-01,0.6088244295071571,0.6088244295071571,0.5362903110536363,0.5629083345060558,0.5062116586260663,0.2453175618779423,1,0.442225876869527 -1468,1468,2019-04-02,0.5564234623619279,0.5564234623619279,0.5400572246894785,0.6047782698442582,0.59648453262552,-0.3523559351032675,-1,0.5371258375547056 -1469,1469,2019-04-03,0.6505861067927148,0.6505861067927148,0.6456956201917172,0.6577602600757962,0.5809094721656249,0.2019371180537314,-1,0.5708916354977955 -1470,1470,2019-04-04,0.2690136252162985,0.2690136252162985,0.253751130517688,0.2297180818688668,0.1767468159207381,3.7907717096741735,-1,0.6179334620667212 -1471,1471,2019-04-05,0.3830251621386085,0.3830251621386085,0.3306647886702165,0.3186117565935698,0.3034153045913474,1.3645557248168383,-1,0.4262837321997598 -1472,1472,2019-04-08,0.3550778888008258,0.3550778888008258,0.4100892734963254,0.38834153666559,0.4278584598344982,0.7676998697087548,-1,0.3515319304687693 -1473,1473,2019-04-09,0.3409454737124491,0.3409454737124491,0.3133979715046823,0.3749755563829933,0.3318640144174478,-0.2558060572515813,1,0.3801598382390738 -1474,1474,2019-04-10,0.4004916968853891,0.4004916968853891,0.3664527136289553,0.4277962886655859,0.4127599317472978,0.0070430926843313,1,0.3667683604455353 -1475,1475,2019-04-11,0.2791763526666973,0.2791763526666973,0.2427634009125208,0.3103986588852772,0.2786219800172565,0.6372178541223192,-1,0.3768417844692901 -1476,1476,2019-04-12,0.267743397860406,0.267743397860406,0.2655234092551669,0.3302066638597479,0.3091368760089424,-0.0645687080369969,-1,0.2751180182428594 -1477,1477,2019-04-15,0.2467832835832916,0.2467832835832916,0.2173349375359962,0.1981543724162695,0.2838665643556926,0.6832556340341913,1,0.2754902263595338 -1478,1478,2019-04-16,0.357618797814241,0.357618797814241,0.3133979715046823,0.296227310331947,0.238094447721395,0.0551022650047661,-1,0.2157027520895335 -1479,1479,2019-04-17,0.3237964958046417,0.3237964958046417,0.3101016975314974,0.3577439926956747,0.3811328237483444,-0.4323939895726494,-1,0.3034081887834656 -1480,1480,2019-04-18,0.356030559317746,0.356030559317746,0.3108866957474558,0.3772299425092514,0.3251889235479982,-0.2620973572198046,-1,0.3438093792261165 -1481,1481,2019-04-22,0.1891424014441904,0.1891424014441904,0.2298922144894318,0.2601543678898367,0.2897468283286989,1.1621439366695252,-1,0.3461351660203267 -1482,1482,2019-04-23,0.2074030554392185,0.2074030554392185,0.16585019184364,0.151774743351557,0.1490924782846185,0.8888698528512498,-1,0.222395109442939 -1483,1483,2019-04-24,0.1241972577070779,0.1241972577070779,0.1614550101848433,0.1880089437426129,0.2078973915469943,0.8397204913666464,-1,0.1811927762597635 -1484,1484,2019-04-25,-0.0509478322814082,-0.0509478322814082,0.0622524324359729,-0.0041110122090685,0.0672430415029138,3.365756921568174,-1,0.1573644106692076 -1485,1485,2019-04-26,-0.2492766158722652,-0.2492766158722652,-0.131129722463664,-0.2447037254027754,-0.0678488843854453,3.4818847798263888,1,0.0889424261117019 -1486,1486,2019-04-29,-0.1487626075112008,-0.1487626075112008,-0.1735106444524209,-0.2279557051937943,-0.2369517169023957,2.1995043509245047,1,-0.1729037792620268 -1487,1487,2019-04-30,-0.192905961089056,-0.192905961089056,-0.1699004610095818,-0.15017362462543,-0.1384143255938337,0.5528871798190234,1,-0.1832851173885455 -1488,1488,2019-05-01,-0.2672197130283193,-0.2672197130283193,-0.2359831197499452,-0.2387452441892393,-0.189431253919799,0.8344739560140848,-1,-0.1690756934143316 -1489,1489,2019-05-02,-0.1070009302256439,-0.1070009302256439,-0.1240665348546363,-0.1385789477277504,-0.0834239448453421,2.527651289339269,1,-0.2304217910349892 -1490,1490,2019-05-03,0.0665568298696061,0.0665568298696061,0.0247373317686692,-0.0456588923863769,-0.1098064685058587,3.787614703552935,1,-0.1135698787027646 -1491,1491,2019-05-06,0.0714791880245042,0.0714791880245042,0.0520497010467624,0.0350216846300333,-0.0119049841850983,0.8638863511723849,1,0.1491436255087492 -1492,1492,2019-05-07,-0.0599988836445864,-0.0599988836445864,0.0341555140255696,-0.0197318393549201,0.0958508985908889,0.704332624541452,1,0.0330223462689162 -1493,1493,2019-05-08,-0.0952504185803795,-0.0952504185803795,-0.0695989755751003,-0.0342252430691443,-0.0608554989922472,-0.1939378221850103,1,-0.0354342395214 -1494,1494,2019-05-09,-0.140664226664942,-0.140664226664942,-0.1782197355808712,-0.1511400204766101,-0.1393678450456892,-0.0724271549287126,-1,-0.0775501703827762 -1495,1495,2019-05-10,-0.1797264436684126,-0.1797264436684126,-0.2047466575593593,-0.1659554793517287,-0.1751275527290423,-0.0049944126700308,-1,-0.1691076169712849 -1496,1496,2019-05-13,-0.3783727840982423,-0.3783727840982423,-0.3541785676637957,-0.3514726133995876,-0.29814042879441,0.8640907616406664,-1,-0.2183181747763442 -1497,1497,2019-05-14,-0.2942140886983676,-0.2942140886983676,-0.3223145110757265,-0.2951090439786625,-0.3412106796285526,0.0504462487827958,1,-0.3571850963461809 -1498,1498,2019-05-15,-0.2999305661015132,-0.2999305661015132,-0.3546494318682759,-0.3393946233920684,-0.3408928398112675,0.0603488003573277,1,-0.3253141842134331 -1499,1499,2019-05-16,-0.3574124426703132,-0.3574124426703132,-0.3772527100179194,-0.3192647936252018,-0.3381912013643434,0.1028888900341587,1,-0.3306469525813014 -1500,1500,2019-05-17,-0.6321188705029441,-0.6321188705029441,-0.5147549375664026,-0.6023717828473981,-0.4578665319949859,2.4430253554706773,-1,-0.3474323379719711 -1501,1501,2019-05-20,-0.7221528217254515,-0.7221528217254515,-0.7696680638964275,-0.8225123807448455,-0.7623789028643497,3.065228108645682,-1,-0.6250731365308093 -1502,1502,2019-05-21,-0.7265990717727041,-0.7265990717727041,-0.7476926046860911,-0.8097905107840367,-0.8424804480042178,2.492356415149309,-1,-0.7942835405030165 -1503,1503,2019-05-22,-0.9227045031891196,-0.9227045031891196,-0.8020029846889769,-0.8783933281614265,-0.8211838161267255,2.647095139638497,-1,-0.7828384909869496 -1504,1504,2019-05-23,-0.8788784792994225,-0.8788784792994225,-0.8721666910766598,-0.9679308828394187,-0.8968349217649074,4.432711429175481,-1,-0.8840267816285737 -1505,1505,2019-05-24,-0.9560504699402592,-0.9560504699402592,-0.8641615505168473,-0.9271881405643452,-0.8095817533828925,1.614004632943178,-1,-0.9135717580004432 -1506,1506,2019-05-28,-0.9866969764093122,-0.9866969764093122,-0.9423306220061664,-0.941681774647068,-0.9467394107303744,0.745555402311579,1,-0.9285997538153382 -1507,1507,2019-05-29,-0.9682773168439832,-0.9682773168439832,-0.9832987268396582,-0.9869335195431556,-1.011901347691684,1.1216025271270036,-1,-0.9287940063504152 -1508,1508,2019-05-30,-0.9943187948462968,-0.9943187948462968,-0.98533936293423,-0.9550477549296648,-0.9856777439398098,0.2035496895257309,-1,-0.9458982995839476 -1509,1509,2019-05-31,-1.04290862562222,-1.04290862562222,-1.0220694653855769,-1.0020714943161653,-1.0436876029525106,0.7668595155613748,-1,-0.949497036349584 -1510,1510,2019-06-03,-1.1411997361104722,-1.1411997361104722,-1.0729266166804494,-1.116570397279929,-1.0371714319917027,1.3704836283970054,-1,-0.9931605968215188 -1511,1511,2019-06-04,-0.9088898720905296,-0.9088898720905296,-0.9583411276676148,-1.074377946043836,-1.1072603408273942,1.5392585383748647,1,-1.0761319919796235 -1512,1512,2019-06-05,-0.8614117174018273,-0.8614117174018273,-0.843755863196603,-0.8772659047297989,-0.8278589069961759,1.47187122066469,1,-0.970231170589032 -1513,1513,2019-06-06,-0.7127844406741145,-0.7127844406741145,-0.6911848583956312,-0.7170319437601073,-0.7363144463743496,3.000725249765704,1,-0.8417844823427298 -1514,1514,2019-06-07,-0.7358089015553688,-0.7358089015553688,-0.6936963586946829,-0.6896551817676301,-0.7274140220774411,2.038020080982024,1,-0.7315764387134756 -1515,1515,2019-06-10,-0.6027428185405983,-0.6027428185405983,-0.597946785112002,-0.6009225346233751,-0.6439749315028479,0.8073555005553895,-1,-0.6924633928423873 -1516,1516,2019-06-11,-0.5357335553501601,-0.5357335553501601,-0.5357882192841309,-0.5286160828957038,-0.5026851291774285,1.0500361509541822,1,-0.5561460208987693 -1517,1517,2019-06-12,-0.6602246951093983,-0.6602246951093983,-0.4968607505452102,-0.6010835622038221,-0.4421323242732156,1.8549591504987035,1,-0.4901614140664754 -1518,1518,2019-06-13,-0.5863875055794086,-0.5863875055794086,-0.6299680209767209,-0.6250785146384129,-0.6419089726904945,0.2584679686707267,-1,-0.5802643203152611 -1519,1519,2019-06-14,-0.5703497494571923,-0.5703497494571923,-0.6024991460474489,-0.5785380883617519,-0.6280820312256655,0.0915554651816554,1,-0.5529198199764769 -1520,1520,2019-06-17,-0.4098131826647285,-0.4098131826647285,-0.4400390947850967,-0.5162158073587922,-0.5608541354520027,1.2006866660777378,-1,-0.541235589578263 -1521,1521,2019-06-18,-0.4144179839806535,-0.4144179839806535,-0.318547372898061,-0.3827144980597894,-0.3504287163895154,1.291308640349257,-1,-0.4458305127152171 -1522,1522,2019-06-19,-0.387582613880907,-0.387582613880907,-0.4279526820361418,-0.4068702477063291,-0.4078031231208768,-0.1033839847362516,-1,-0.3696432085846746 -1523,1523,2019-06-20,-0.4957186678297706,-0.4957186678297706,-0.4416086421333642,-0.4827197669408313,-0.4413374973767715,1.0977319268865606,-1,-0.3524377967769013 -1524,1524,2019-06-21,-0.4601495760550039,-0.4601495760550039,-0.5156966659753636,-0.4964080327528201,-0.5490929254462963,0.2661447173684143,-1,-0.444518593063441 -1525,1525,2019-06-24,-0.431884973029064,-0.431884973029064,-0.4579332818062891,-0.4075143580281171,-0.4375231922161186,-0.2906012614079641,-1,-0.4524007174008595 -1526,1526,2019-06-25,-0.4934953156553288,-0.4934953156553288,-0.4660953771009283,-0.4321534207844964,-0.4192460386028356,-0.19264322255256,1,-0.4158373254326576 -1527,1527,2019-06-26,-0.5012761396626145,-0.5012761396626145,-0.4364286868004338,-0.4545378670461191,-0.4840901357468607,0.3354398661158843,-1,-0.4441048530397272 -1528,1528,2019-06-27,-0.4445881551912473,-0.4445881551912473,-0.5043952514423659,-0.4666158570536382,-0.4977581573030463,-0.1568486783290226,-1,-0.4634286006598485 -1529,1529,2019-06-28,-0.4347432117306364,-0.4347432117306364,-0.468763832134807,-0.4110571951664497,-0.4732826725462405,-0.0406299709737936,-1,-0.4599889900889737 -1530,1530,2019-07-01,-0.3758321022356426,-0.3758321022356426,-0.3442897457442387,-0.3228078611320333,-0.3267480585291538,0.2687112043590614,1,-0.4372011715710913 -1531,1531,2019-07-02,-0.4174350011017129,-0.4174350011017129,-0.4062913568372827,-0.3881896661634855,-0.3477270779425918,0.5061907439537994,1,-0.3688485309975414 -1532,1532,2019-07-03,-0.253087525090757,-0.253087525090757,-0.2113392055057306,-0.1902724869472139,-0.1808488967934061,1.6286540498366942,1,-0.3893607644883308 -1533,1533,2019-07-05,-0.2816696849556704,-0.2816696849556704,-0.3074026885580658,-0.2500178659260245,-0.2574539765899059,0.0080424327514859,1,-0.2606653019064623 -1534,1534,2019-07-08,-0.3254957088453673,-0.3254957088453673,-0.3576320209136318,-0.2844803021951664,-0.3103779438195816,-0.261143441701157,0,-0.2501771546789848 -1535,1535,2019-07-09,-0.3299419588926204,-0.3299419588926204,-0.3772527100179194,-0.3067037208763421,-0.3464554913202199,-0.1906672546925043,1,-0.299008547623974 -1536,1536,2019-07-10,-0.1892538302900508,-0.1892538302900508,-0.2526216688925239,-0.2123346476794441,-0.2641290674593564,0.4804577372245685,1,-0.334228439006783 -1537,1537,2019-07-11,-0.1943351940152498,-0.1943351940152498,-0.2124381131913416,-0.1694983164900612,-0.2007152494931148,0.1099524073270014,-1,-0.2512576099220166 -1538,1538,2019-07-12,-0.0914392822110726,-0.0914392822110726,-0.1515351852420849,-0.1065319251653135,-0.1751275527290423,0.492904063515494,0,-0.2113838508641 -1539,1539,2019-07-15,0.0422616873308298,0.0422616873308298,-0.0096382251184517,-0.0235969620226452,-0.0440090792632098,0.9016341509817244,-1,-0.1406323702423507 -1540,1540,2019-07-16,0.0244771414434466,0.0244771414434466,-0.0236078701435043,0.0258424214390587,-0.0233476723138258,0.2540844997397986,-1,-0.0238281775201378 -1541,1541,2019-07-17,0.0638573695875198,0.0638573695875198,0.0514218821074554,0.1131253596222946,0.0778913574416598,0.6210467148538176,-1,0.0104737644956813 -1542,1542,2019-07-18,0.042896801008776,0.042896801008776,0.0112383264062731,0.0896139506660414,0.0680374136928954,-0.5159524465513259,0,0.0442237161094625 -1543,1543,2019-07-19,0.1165754392700935,0.1165754392700935,0.0773214342302841,0.1335774749185533,0.0782091972589449,0.0041132093056281,1,0.0643919297013306 -1544,1544,2019-07-22,0.0768781085886767,0.0768781085886767,0.1116969911174051,0.1266525978538368,0.1268423269552712,-0.0426740756566098,1,0.0899846267143902 -1545,1545,2019-07-23,0.148174843406881,0.148174843406881,0.0854835295249229,0.1316451439531893,0.0944203920598745,-0.4558784811507825,-1,0.0844093704043454 -1546,1546,2019-07-24,0.2229647034537898,0.2229647034537898,0.1732277380059688,0.1905853850297649,0.1335174178247216,0.9181459743640288,-1,0.1126631185946246 -1547,1547,2019-07-25,-0.3496316186630276,-0.3496316186630276,-0.3223145110757265,-0.3345635656101599,-0.2744595435808167,3.4949670497964127,-1,0.156584242435538 -1548,1548,2019-07-26,-0.3620172439862387,-0.3620172439862387,-0.3888680340205698,-0.3877065834221445,-0.3790363461242592,0.6807799961405583,-1,-0.2879410690246296 -1549,1549,2019-07-29,-0.2392726668413526,-0.2392726668413526,-0.2997114574679073,-0.3268335506432083,-0.3763347076773355,0.5094385991720518,-1,-0.3451551738981974 -1550,1550,2019-07-30,-0.1362179766176889,-0.1362179766176889,-0.1832422870953273,-0.2277944472448488,-0.2839954201590651,0.2449995900383932,1,-0.280445811124017 -1551,1551,2019-07-31,-0.1465397096383889,-0.1465397096383889,-0.131129722463664,-0.155810050678072,-0.1234744900620447,0.4878392263569604,-1,-0.1924147779838289 -1552,1552,2019-08-01,-0.2697603948909195,-0.2697603948909195,-0.1651913698811316,-0.2343972691486713,-0.1290373689242284,0.2791815627899311,-1,-0.1521674552125592 -1553,1553,2019-08-02,-0.2619795708836339,-0.2619795708836339,-0.2945315021349768,-0.2753012693726903,-0.3086298248245138,-0.2030000196121622,-1,-0.2134761473028809 -1554,1554,2019-08-05,-0.3575714482406145,-0.3575714482406145,-0.3714447112038576,-0.3308597008913804,-0.3364426276628131,-0.0004519578193281,1,-0.274468851297033 -1555,1555,2019-08-06,-0.3189853393447889,-0.3189853393447889,-0.3537077034593154,-0.3313427836327213,-0.3002063876067634,-0.3329823651650205,1,-0.3438978654269115 -1556,1556,2019-08-07,-0.2765885483812854,-0.2765885483812854,-0.3369124241237332,-0.3305376457304864,-0.3857114369937092,-0.511886949459947,-1,-0.3467618985859531 -1557,1557,2019-08-08,-0.1990987737506613,-0.1990987737506613,-0.2391224389883041,-0.2202256902268427,-0.2593610154936168,-0.3988252482259564,1,-0.33212181197454 -1558,1558,2019-08-09,-0.2513409624764052,-0.2513409624764052,-0.2523075348810467,-0.201545339052498,-0.2339320112849556,-0.7113688542285568,1,-0.2591028203191038 -1559,1559,2019-08-12,-0.3466148286927829,-0.3466148286927829,-0.3023796879599621,-0.2830310539711433,-0.2825649136280507,-0.5374609702694033,1,-0.2465974558535192 -1560,1560,2019-08-13,-0.2514995137450771,-0.2514995137450771,-0.2987697290589468,-0.302355745835775,-0.3489984372117323,-0.4956249610944312,0,-0.3071824678706784 -1561,1561,2019-08-14,-0.4957186678297706,-0.4957186678297706,-0.3694042996511102,-0.4772443684686362,-0.310854930898741,0.5751452085874666,-1,-0.3052464970533007 -1562,1562,2019-08-15,-0.558916794650901,-0.558916794650901,-0.5254285331600937,-0.5600185343993557,-0.4753488587118252,0.2564920008106711,-1,-0.4346380510814175 -1563,1563,2019-08-16,-0.490637076953756,-0.490637076953756,-0.5147549375664026,-0.488034137832579,-0.5420999947595612,-0.4387534263636332,-1,-0.5238327671420511 -1564,1564,2019-08-19,-0.3812310227998151,-0.3812310227998151,-0.4270107290853575,-0.3965637914522255,-0.4221068243116331,-0.3908078154144661,-1,-0.4977440856078726 -1565,1565,2019-08-20,-0.3966336652440847,-0.3966336652440847,-0.4072330852462432,-0.350828733446298,-0.3679110431063543,-0.6598119916730809,-1,-0.4153825301952419 -1566,1566,2019-08-21,-0.4765048890161932,-0.4765048890161932,-0.499372250844262,-0.4625897068054662,-0.4570717050985421,0.1735240629625859,-1,-0.3862270122802015 -1567,1567,2019-08-22,-0.4555445475882642,-0.4555445475882642,-0.4651536486919678,-0.4526053057122566,-0.4445161229028542,-0.1070406608910673,1,-0.4536254617585198 -1568,1568,2019-08-23,-0.6262438418311267,-0.6262438418311267,-0.5315502169019848,-0.5688757424294358,-0.4894936399939389,0.3425715202314875,-1,-0.4534775676505256 -1569,1569,2019-08-26,-0.5690795221012994,-0.5690795221012994,-0.6280843396169761,-0.5601795619798027,-0.590733124455887,-0.4493373461657706,1,-0.5490801147286773 -1570,1570,2019-08-27,-0.5836880452973223,-0.5836880452973223,-0.5687511835578111,-0.5522887498009026,-0.5567217631208333,-0.3665965310602206,1,-0.5712315178475138 -1571,1571,2019-08-28,-0.5597106867483338,-0.5597106867483338,-0.5930811883323722,-0.5477795168113896,-0.5893026179248727,-0.8641543231319426,1,-0.5655246047962872 -1572,1572,2019-08-29,-0.4625312523473023,-0.4625312523473023,-0.4965468410755567,-0.4561483732190876,-0.504910007898424,-0.4203564842182872,1,-0.5539561512924459 -1573,1573,2019-08-30,-0.4006033528820639,-0.4006033528820639,-0.3546494318682759,-0.3561428739695476,-0.3435947056114224,0.5201815048939638,1,-0.4824171434836276 -1574,1574,2019-09-03,-0.4101307395037017,-0.4101307395037017,-0.4094306760756416,-0.3730521521274738,-0.4241727831239869,-0.3807008533716525,-1,-0.3947068802696522 -1575,1575,2019-09-04,-0.4788867924593064,-0.4788867924593064,-0.4171219071658001,-0.4366624234055109,-0.3795131058501869,-0.2882846094341058,-1,-0.3848553272012223 -1576,1576,2019-09-05,-0.3375637773296044,-0.3375637773296044,-0.3960886254480719,-0.4102520572642146,-0.4492841748685933,0.0829020886910667,1,-0.4235342842017474 -1577,1577,2019-09-06,-0.3713860793392042,-0.3713860793392042,-0.3986001257471237,-0.3406830744041429,-0.374586361329036,-0.6452307116023253,1,-0.3918864049643349 -1578,1578,2019-09-09,-0.3024710208132987,-0.3024710208132987,-0.3339300596202015,-0.2753012693726903,-0.3300856039638786,-0.5059363336055265,-1,-0.3714945961279597 -1579,1579,2019-09-10,-0.2429247976403586,-0.2429247976403586,-0.3059898714028017,-0.2799712995741518,-0.3173708745063172,-0.4875393914601804,-1,-0.3254520677613375 -1580,1580,2019-09-11,-0.0593637699666401,-0.0593637699666401,-0.107741895181711,-0.1662777648811211,-0.2127942993161063,0.6842095495528389,1,-0.2923809907711501 -1581,1581,2019-09-12,-0.0788951056191901,-0.0788951056191901,-0.0240789588898083,-0.0310046914602042,-0.0487771312289494,0.3522469490634843,1,-0.1541826167106477 -1582,1582,2019-09-13,-0.0895339411772339,-0.0895339411772339,-0.1033467135229143,-0.0234357040736997,-0.0605376591749621,-0.3900128858155931,-1,-0.0748863558738652 -1583,1583,2019-09-16,-0.1274849363951133,-0.1274849363951133,-0.119357443726186,-0.0830205162090603,-0.0757953345240363,-0.5228796901986476,1,-0.0665089471586675 -1584,1584,2019-09-17,-0.096044537828627,-0.096044537828627,-0.1480821810758963,-0.0959031833818174,-0.1318979272797946,-0.7188184801837093,-1,-0.1042563634458308 -1585,1585,2019-09-18,-0.1166866409651388,-0.1166866409651388,-0.107741895181711,-0.0636953636074321,-0.0916886895076807,-0.6495914682589998,-1,-0.119018379275005 -1586,1586,2019-09-19,-0.0673031452425976,-0.0673031452425976,-0.1113520786245502,-0.0239190171835392,-0.0757953345240363,-0.5075034805290188,1,-0.1136770453237265 -1587,1587,2019-09-20,-0.162259908921632,-0.162259908921632,-0.1268917200815179,-0.1314932734510853,-0.0680075769408566,-0.1538279458533053,1,-0.091091925750997 -1588,1588,2019-09-23,-0.1525732895788782,-0.1525732895788782,-0.1546747290222676,-0.1144229677127121,-0.1711541003065156,-0.6109806020280267,-1,-0.1505496623013708 -1589,1589,2019-09-24,-0.4387128993686151,-0.4387128993686151,-0.2047466575593593,-0.3819091297890554,-0.146996455366995,1.3312141062126803,-1,-0.1645671129305282 -1590,1590,2019-09-25,-0.351537186847681,-0.351537186847681,-0.4089598118711613,-0.4503509195859981,-0.4165441728026807,0.5443700769739558,-1,-0.3672795842567914 -1591,1591,2019-09-26,-0.1314541697314626,-0.1314541697314626,-0.1840272853112849,-0.3047713899109781,-0.3195962079337757,1.1025015044797986,1,-0.3850932269700244 -1592,1592,2019-09-27,-0.1382823232218289,-0.1382823232218289,-0.0992654413337711,-0.1223140102601111,-0.1361889921663752,0.9280485259385608,-1,-0.2296031298143073 -1593,1593,2019-09-30,-0.1582897669820238,-0.1582897669820238,-0.1735106444524209,-0.1645060007592071,-0.1234744900620447,-0.2613024276209316,-1,-0.1234617123582228 -1594,1594,2019-10-01,-0.0976318677218632,-0.0976318677218632,-0.1425880917314885,-0.1158722159367355,-0.1473142951842801,-0.1970721160319952,1,-0.1285665766207119 -1595,1595,2019-10-02,-0.1224031183682845,-0.1224031183682845,-0.162994003593557,-0.1110411581548266,-0.1188655853581789,-0.3177197168666593,-1,-0.1248571725174154 -1596,1596,2019-10-03,-0.2827813610428911,-0.2827813610428911,-0.32262842054538,-0.3550156809064186,-0.3005244547772798,1.8292942805922328,-1,-0.1402293111287328 -1597,1597,2019-10-04,-0.3081874982164443,-0.3081874982164443,-0.3179193294169298,-0.2939816205470354,-0.3044974524933445,0.2191075973893877,-1,-0.3248611765760335 -1598,1598,2019-10-07,-0.2083088306841408,-0.2083088306841408,-0.2585861733577644,-0.2862518359485819,-0.3332642294899612,0.2348244911728191,1,-0.2948135270796518 -1599,1599,2019-10-08,-0.1713109602848102,-0.1713109602848102,-0.1741384633917279,-0.1904335145276609,-0.2367927969937531,0.3742778550893925,-1,-0.25307390091832 -1600,1600,2019-10-09,-0.1001727767352776,-0.1001727767352776,-0.1213976307371101,-0.0913944111293014,-0.1501753082463089,-0.0308636930447827,-1,-0.1934164745494871 -1601,1601,2019-10-10,-0.0968382027752451,-0.0968382027752451,-0.0903183478231747,-0.0764176943052377,-0.0872384773592263,-0.1696584010080043,1,-0.1308199507176054 -1602,1602,2019-10-11,-0.0468195933747577,-0.0468195933747577,-0.0620646992197685,0.0078059502180035,-0.057517953557522,0.328217362903267,1,-0.1068041105753667 -1603,1603,2019-10-14,0.0972031091878448,0.0972031091878448,0.0551892448269451,0.0129588327923076,-0.0455982783496355,0.7210488583920379,-1,-0.076421837252648 -1604,1604,2019-10-15,0.1119706379541685,0.1119706379541685,0.0779488040859435,0.1255256351592063,0.1101545997816452,-0.1357035509990015,1,0.0092127951685292 -1605,1605,2019-10-16,0.1415056954868161,0.1415056954868161,0.1109119929014475,0.1706165828433457,0.1052274005540317,-0.0786276057999218,0,0.1001102784519472 -1606,1606,2019-10-17,0.1767567761209797,0.1767567761209797,0.1529790054205509,0.2229544627530958,0.1864416124076286,-0.5135222332061999,1,0.1333622307704249 -1607,1607,2019-10-18,0.0970441036175435,0.0970441036175435,0.1218997225066155,0.1413072595170064,0.1578337553196536,-0.2908283841504993,1,0.1826021201124141 -1608,1608,2019-10-21,0.0422616873308298,0.0422616873308298,0.0701006182609582,0.0620761610931176,0.1201672360858208,-0.4565144248298808,1,0.1272178324086046 -1609,1609,2019-10-22,0.0752903243938111,0.0752903243938111,0.0517357915771089,0.0728657000885622,0.0564355783022941,-0.5517924153233703,1,0.0630275439890836 -1610,1610,2019-10-23,0.0609989037351323,0.0609989037351323,0.0173602346899879,0.0809175398479093,0.0592965913643229,-0.4018232684274201,1,0.0532002240733711 -1611,1611,2019-10-24,0.7755535818104122,0.7755535818104122,0.7831978477402012,0.6904513929600211,0.7565284756433823,5.153553589433495,1,0.0454957424875472 -1612,1612,2019-10-25,1.227311122117813,1.227311122117813,1.176711884762497,0.8017295139463467,0.7461979995219207,5.218328995604517,1,0.913858369869682 -1613,1613,2019-10-28,1.2206419741977463,1.2206419741977463,1.3468633916568324,1.2283222135607543,1.220131724785214,2.6891355592817505,1,1.2266445764773273 -1614,1614,2019-10-29,1.0381921683096202,1.0381921683096202,1.0872413987401806,1.1019065785384168,1.1001383269840554,1.2841542739594003,-1,1.164691961067892 -1615,1615,2019-10-30,1.0189788437976728,1.0189788437976728,1.000752828137749,1.024929866240786,0.9890453534798046,0.5931333297962494,-1,1.0664156708524068 -1616,1616,2019-10-31,1.017549610871479,1.017549610871479,1.0040491021109352,1.0737246786437042,0.9906345525662305,-0.44590779275349,-1,1.0185964170365027 -1617,1617,2019-11-01,0.9919842409768111,0.9919842409768111,0.9644938144327068,1.0221921670046883,1.0418104008008386,-0.1468098531089696,1,1.025022839094188 -1618,1618,2019-11-04,1.0580410608011437,1.0580410608011437,1.050197386819181,1.0134957561865563,1.0176532105677805,0.3989888094772153,-1,0.965306690064828 -1619,1619,2019-11-05,1.0540713731631657,1.0540713731631657,1.074840851979748,1.1239689696391455,1.094258063011049,-0.0197346786605611,1,0.9908441055473914 -1620,1620,2019-11-06,1.2026984227400628,1.2026984227400628,1.1252271390701407,1.0978806586587433,1.0685112189851027,0.2068202570182368,1,1.0524961062207947 -1621,1621,2019-11-07,1.3449743355375,1.3449743355375,1.3572228532390458,1.3156056124809858,1.2455607289938757,1.6891141238995475,1,1.134259500874723 -1622,1622,2019-11-08,1.370380699861866,1.370380699861866,1.2938086495325605,1.387751497365209,1.3307477112103052,-0.2182853801847769,-1,1.2964302168104067 -1623,1623,2019-11-11,1.4966188565370853,1.4966188565370853,1.4779298014519473,1.540738295740791,1.4809381651858649,0.6714679636966178,1,1.409516892332167 -1624,1624,2019-11-12,1.573473063188134,1.573473063188134,1.496451807412448,1.573590686573961,1.5278229485338926,0.0747483822340553,1,1.509094674532668 -1625,1625,2019-11-13,1.5128151639279734,1.5128151639279734,1.5900035656239069,1.5919487522189133,1.6565576233700865,0.3156574752410739,1,1.5620377858612318 -1626,1626,2019-11-14,1.564263460556284,1.564263460556284,1.5509189176083356,1.5553929574039596,1.5152671389849723,-0.1284129109636236,-1,1.5354794124228373 -1627,1627,2019-11-15,1.6090421549629004,1.6090421549629004,1.534594727019058,1.643159669434033,1.5872630867243769,-0.504505460327555,-1,1.5306671931796416 -1628,1628,2019-11-18,1.5744257337050531,1.5744257337050531,1.540088367279818,1.6067646718310276,1.623499554133656,-0.5973078129274115,1,1.5604397906202212 -1629,1629,2019-11-19,1.7257526978656672,1.7257526978656672,1.647453040323328,1.634141203455007,1.6049047880563192,0.157739032356394,1,1.5407318579633178 -1630,1630,2019-11-20,1.6098358199095184,1.6098358199095184,1.6664461350301305,1.6626451585106126,1.7360230341689205,-0.0693155733559812,1,1.6393150195148911 -1631,1631,2019-11-21,1.651279940356102,1.651279940356102,1.6607953154927195,1.7339856751240998,1.648769865786905,-0.2090187722893433,-1,1.6014316041081735 -1632,1632,2019-11-22,1.3052770048560816,1.3052770048560816,1.3493746674140596,1.3474913770944787,1.4207032000989372,2.23495821103424,-1,1.6216219504227405 -1633,1633,2019-11-25,1.3576775176996825,1.3576775176996825,1.4054113249582156,1.4193147460808084,1.486818429158871,1.2058423523332853,1,1.198780897507216 -1634,1634,2019-11-26,1.239855298709695,1.239855298709695,1.2630432760882777,1.3007901536058692,1.3429856809419394,0.2082965548447152,1,1.416599959462413 -1635,1635,2019-11-27,1.277488737088601,1.277488737088601,1.238399361844064,1.324462820511069,1.2770291444374169,-0.3349356207508226,1,1.3125592550618517 -1636,1636,2019-11-29,1.2560520604022123,1.2560520604022123,1.1964895286016108,1.3072312568237476,1.2768699971755428,-1.0367448951843925,-1,1.294650005541094 -1637,1637,2019-12-02,1.3343354999794548,1.3343354999794548,1.276856190920328,1.326395151476432,1.2496926466185825,-0.2170816296493406,1,1.2653728116516278 -1638,1638,2019-12-03,1.3554546198268704,1.3554546198268704,1.300871837141588,1.3827589512658556,1.300868949559653,-0.1037019565758008,1,1.31285504327784 -1639,1639,2019-12-04,1.3051179992857802,1.3051179992857802,1.300087288009278,1.3933876930493518,1.3824005465240723,-0.3400685947321167,1,1.3421901554078255 -1640,1640,2019-12-05,1.2628802138925783,1.2628802138925783,1.246090817476046,1.303205797681072,1.3042064949943777,-0.7507973623326564,1,1.3241524370325817 -1641,1641,2019-12-06,1.350532261671973,1.350532261671973,1.3157841087428954,1.4243072921801612,1.3386941613488943,0.1322104360954447,1,1.278102311365891 -1642,1642,2019-12-09,1.408331240778116,1.408331240778116,1.4035278681402936,1.429299377542517,1.363964473002146,0.4526124889897608,-1,1.3533934022283889 -1643,1643,2019-12-10,1.5561650797100253,1.5561650797100253,1.5021026269498587,1.4974188818100669,1.4175243472196242,0.4083689787439164,-1,1.405385748695085 -1644,1644,2019-12-11,1.6174576383465027,1.6174576383465027,1.6035030200699505,1.6871231936865447,1.6069709742219056,-0.0300914757201633,1,1.524736770539742 -1645,1645,2019-12-12,1.728293152577452,1.728293152577452,1.6906189605280415,1.7215858603241851,1.6552858093944824,0.1666195315895178,-1,1.6189095653317267 -1646,1646,2019-12-13,1.707809600709613,1.707809600709613,1.7293896990739586,1.7442923617467028,1.7527107613425466,-0.1043379002548992,-1,1.67943412667501 -1647,1647,2019-12-16,2.074772650486747,2.074772650486747,2.018207069002977,1.870869254717986,1.7765505664647818,2.5310354182030426,1,1.6767920538512942 -1648,1648,2019-12-17,2.0349167685366583,2.0349167685366583,2.0478739838452955,2.0866614168378685,2.0378339939445915,0.3330777895935188,-1,1.842707076780588 -1649,1649,2019-12-18,2.259762911086659,2.259762911086659,2.2004447641044425,2.162027853331028,2.063898677787824,1.6104615181596298,-1,2.013067145909781 -1650,1650,2019-12-19,2.4326855575039628,2.4326855575039628,2.382996368675562,2.418402190882536,2.329155330336928,2.5157954821789352,-1,2.08108508817366 -1651,1651,2019-12-20,2.457297802580083,2.457297802580083,2.4795304913905545,2.4778257450689507,2.535289229806372,1.7539349546190752,-1,2.1921455786638995 -1652,1652,2019-12-23,2.6737284617464825,2.6737284617464825,2.620957260935178,2.6358050895438843,2.5589698876667337,1.428445352291972,1,2.288996794146593 -1653,1653,2019-12-24,2.769478890372133,2.769478890372133,2.675267640938064,2.679124964211607,2.6635469175634063,0.2326668251187353,-1,2.394919960537385 -1654,1654,2019-12-26,2.859830398433614,2.859830398433614,2.8009971406654226,2.899104304160109,2.81532611591893,0.8184618026653577,1,2.427308174321443 -1655,1655,2019-12-27,2.850937898339107,2.850937898339107,2.8297218780151328,2.895239642229382,2.928008743216068,0.6621559312526772,1,2.460160925763004 -1656,1656,2019-12-30,2.6019556188206314,2.6019556188206314,2.7306764795429133,2.623888587853812,2.829312431998863,1.2619189574652103,1,2.461099058251425 -1657,1657,2019-12-31,2.6595960466581032,2.6595960466581032,2.609655621860357,2.5082620310899206,2.451214459597209,0.7393776637146233,1,2.3300899049687884 From d63488a7e8a3907245a0f597cb80fa3ba8707cfe Mon Sep 17 00:00:00 2001 From: mega5800 Date: Thu, 30 Jul 2026 19:45:37 +0300 Subject: [PATCH 15/17] updated full state space experiment notebook --- Code/3. RL Logic/Full_State_Space_Test.ipynb | 3640 ++---------------- 1 file changed, 267 insertions(+), 3373 deletions(-) diff --git a/Code/3. RL Logic/Full_State_Space_Test.ipynb b/Code/3. RL Logic/Full_State_Space_Test.ipynb index 591d612..d82d444 100644 --- a/Code/3. RL Logic/Full_State_Space_Test.ipynb +++ b/Code/3. RL Logic/Full_State_Space_Test.ipynb @@ -6,12 +6,12 @@ "id": "AGEGgzHa3O1r" }, "source": [ - "### 1. Installing dependencies" + "### Installing dependencies" ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -29,75 +29,9 @@ "id": "MSn9ekXSGV4w", "outputId": "a4870ef6-e697-481f-de92-8998edec9e6c" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Requirement already satisfied: gymnasium in /usr/local/lib/python3.11/dist-packages (1.0.0)\n", - "Requirement already satisfied: gym-anytrading in /usr/local/lib/python3.11/dist-packages (2.0.0)\n", - "Requirement already satisfied: pandas in /usr/local/lib/python3.11/dist-packages (2.2.2)\n", - "Requirement already satisfied: matplotlib in /usr/local/lib/python3.11/dist-packages (3.10.0)\n", - "Requirement already satisfied: finta in /usr/local/lib/python3.11/dist-packages (1.3)\n", - "Requirement already satisfied: stable-baselines3[extra] in /usr/local/lib/python3.11/dist-packages (2.5.0)\n", - "Requirement already satisfied: numpy>=1.21.0 in /usr/local/lib/python3.11/dist-packages (from gymnasium) (1.26.4)\n", - 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"Requirement already satisfied: MarkupSafe>=2.1.1 in /usr/local/lib/python3.11/dist-packages (from werkzeug>=1.0.1->tensorboard>=2.9.1->stable-baselines3[extra]) (3.0.2)\n" - ] - } - ], + "outputs": [], "source": [ - "!pip install gymnasium gym-anytrading pandas matplotlib stable-baselines3[extra] finta" + "%pip install gymnasium gym-anytrading pandas matplotlib stable-baselines3[extra] finta" ] }, { @@ -106,12 +40,12 @@ "id": "JX05Y3nQ3Yel" }, "source": [ - "### 2. importing packages" + "### Importing packages" ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "metadata": { "executionInfo": { "elapsed": 6, @@ -127,24 +61,18 @@ }, "outputs": [], "source": [ - "import gymnasium as gym\n", - "import gym_anytrading\n", - "import matplotlib.pyplot as plt\n", - "import pandas as pd\n", - "import numpy as np\n", "import os\n", + "import torch\n", + "import random\n", "\n", - "from gym_anytrading.envs import TradingEnv, ForexEnv, StocksEnv, Actions, Positions\n", - "\n", - "from stable_baselines3 import DQN, A2C, PPO\n", - "from stable_baselines3.common.monitor import Monitor\n", - "from stable_baselines3.common.results_plotter import load_results, ts2xy\n", - "from stable_baselines3.common.callbacks import BaseCallback\n", - "\n", - "from gym_anytrading.envs import StocksEnv\n", - "from finta import TA\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", "\n", - "from sklearn.preprocessing import StandardScaler" + "from finta import TA\n", + "from tqdm.auto import tqdm\n", + "from stable_baselines3 import PPO\n", + "from gym_anytrading.envs import StocksEnv, Actions, Positions" ] }, { @@ -153,12 +81,12 @@ "id": "0Sse09LxzayE" }, "source": [ - "### Constant" + "### Constants" ] }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "metadata": { "executionInfo": { "elapsed": 4, @@ -174,10 +102,15 @@ }, "outputs": [], "source": [ + "N_SEEDS = 20\n", "WINDOW_SIZE = 10\n", - "AMOUNT_OF_EPISODES = 50\n", "INITIAL_CAPITAL = 1\n", - "DATASET_PATH = '/content/TESLA RL training data - 1 Sentiment 12.2024.csv'" + "AMOUNT_OF_EPISODES = 50\n", + "\n", + "SPLIT_DATE = '2019-01-01'\n", + "\n", + "DATASET_PATH = \"../../Data/TESLA data/3. LSTM data/data with close predictions.csv\"\n", + "RESULTS_CSV_PATH = \"../../Data/TESLA data/4. RL results/window_size_seed_sweep.csv\"" ] }, { @@ -191,7 +124,17 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def z_score_norma(df, column, train_mean, train_std):\n", + " df[column] = (df[column] - train_mean) / train_std" + ] + }, + { + "cell_type": "code", + "execution_count": null, "metadata": { "executionInfo": { "elapsed": 2, @@ -220,18 +163,30 @@ " return calmar_ratio" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "def set_all_seeds(seed):\n", + " random.seed(seed)\n", + " np.random.seed(seed)\n", + " torch.manual_seed(seed)" + ] + }, { "cell_type": "markdown", "metadata": { "id": "mbpyuiN23dGu" }, "source": [ - "### 3. Read the dataset and preprocess it" + "### Read the dataset and preprocess it" ] }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, "metadata": { "executionInfo": { "elapsed": 13, @@ -255,9 +210,7 @@ "\n", "df.sort_index(inplace=True)\n", "\n", - "df.drop(columns=['Unnamed: 0','Unnamed: 0.1'], inplace=True)\n", - "\n", - "df['Day'] = df.index.dayofweek" + "df.drop(columns=['Unnamed: 0','Unnamed: 0.1'], inplace=True)" ] }, { @@ -271,7 +224,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -289,29 +242,20 @@ "id": "Jo1AEM5Bd6g0", "outputId": "8c2a1ad0-5b1e-49d2-9161-a99ac93bfee0" }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.11/dist-packages/ipykernel/ipkernel.py:283: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.\n", - " and should_run_async(code)\n" - ] - } - ], + "outputs": [], "source": [ "df['SMA'] = TA.SMA(df, WINDOW_SIZE)\n", "df['RSI'] = TA.RSI(df, WINDOW_SIZE)\n", "df['MOM'] = TA.MOM(df, WINDOW_SIZE)\n", "df['EMA'] = TA.EMA(df, WINDOW_SIZE)\n", - "df['AROONOSC'] = TA.AO(df,WINDOW_SIZE)\n", + "df['AROONOSC'] = TA.AO( df, WINDOW_SIZE)\n", "\n", "df.fillna(0, inplace=True)" ] }, { "cell_type": "code", - "execution_count": 30, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -330,406 +274,7 @@ "id": "urh1nIDIDqYy", "outputId": "8971ea9a-d5aa-498c-d23d-c6aa92e9effa" }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.11/dist-packages/ipykernel/ipkernel.py:283: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.\n", - " and should_run_async(code)\n" - ] - }, - { - "data": { - "application/vnd.google.colaboratory.intrinsic+json": { - "summary": "{\n \"name\": \"df\",\n \"rows\": 1510,\n \"fields\": [\n {\n \"column\": \"Date\",\n \"properties\": {\n \"dtype\": \"date\",\n \"min\": \"2014-01-02 00:00:00\",\n \"max\": \"2019-12-31 00:00:00\",\n \"num_unique_values\": 1510,\n \"samples\": [\n \"2017-08-08 00:00:00\",\n \"2016-06-15 00:00:00\",\n \"2017-09-22 00:00:00\"\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Adj Close\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.8779944993588985,\n \"min\": -1.7704840426986568,\n \"max\": 2.859830398433614,\n \"num_unique_values\": 1449,\n \"samples\": [\n -0.4487166212487122,\n 0.2875922903519292,\n -0.2676960482867795\n ],\n \"semantic_type\": 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\"description\": \"\"\n }\n },\n {\n \"column\": \"Predicted_Close\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.8600571765236565,\n \"min\": -1.660086097488005,\n \"max\": 2.461099058251425,\n \"num_unique_values\": 1510,\n \"samples\": [\n 1.6749932515418142,\n -0.5334568481084392,\n 1.7738236977622737\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"Day\",\n \"properties\": {\n \"dtype\": \"int32\",\n \"num_unique_values\": 5,\n \"samples\": [\n 4,\n 2,\n 0\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"SMA\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.8476526204308791,\n \"min\": -1.5928139896839493,\n \"max\": 2.5600190354077434,\n \"num_unique_values\": 1501,\n \"samples\": [\n 1.5528462245863712,\n -0.3639546360000333,\n 0.009519260294390847\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"RSI\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 15.391544368582492,\n \"min\": 0.0,\n \"max\": 89.76291215657157,\n \"num_unique_values\": 1507,\n \"samples\": [\n 57.72553146160641,\n 42.11637705866088,\n 50.42208604885427\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"MOM\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.37575126614063215,\n \"min\": -1.107718211425029,\n \"max\": 1.3721040419910342,\n \"num_unique_values\": 1492,\n \"samples\": [\n -0.5510010941617569,\n -0.15005673680472031,\n -0.82745408460874\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"EMA\",\n \"properties\": {\n \"dtype\": \"number\",\n \"std\": 0.8535314054780492,\n \"min\": -1.6612126726797896,\n \"max\": 2.510631310354049,\n \"num_unique_values\": 1510,\n \"samples\": [\n 1.4938578106426825,\n -0.47653883592164126,\n 1.8264378617404626\n ],\n \"semantic_type\": \"\",\n \"description\": \"\"\n }\n },\n {\n \"column\": \"AROONOSC\",\n 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Adj CloseCloseHighLowOpenVolumeSentimentPredicted_CloseDaySMARSIMOMEMAAROONOSC
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2014-01-03-1.608201-1.608201-1.614303-1.573761-1.601537-0.5303970-1.56639640.00.0000000.0-1.6043420.0
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2014-01-07-1.611377-1.611377-1.642399-1.627709-1.639363-0.4533800-1.58103210.046.2616350.0-1.6186570.0
2014-01-08-1.580889-1.580889-1.590601-1.571184-1.619814-0.1969360-1.57694320.062.1077160.0-1.6078150.0
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Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.\n", - " and should_run_async(code)\n" - ] - } - ], + "outputs": [], "source": [ "class MyCustomEnv(StocksEnv):\n", "\n", @@ -787,6 +323,8 @@ " self._position_history = (self.window_size * [None]) + [self._position]\n", " self._total_reward = INITIAL_CAPITAL\n", " self._total_profit = INITIAL_CAPITAL\n", + " self._peak_profit = INITIAL_CAPITAL\n", + " self._episode_length = self._end_tick - self._start_tick\n", " self._first_rendering = True\n", " self.history = {}\n", "\n", @@ -798,42 +336,6 @@ "\n", " return observation, info\n", "\n", - " def _process_data(self):\n", - " start = self.frame_bound[0] - self.window_size\n", - " #print('env',env._position)\n", - " end = self.frame_bound[1]\n", - " prices = self.df.loc[:, 'Close'].to_numpy()[start:end]\n", - " diff = np.insert(np.diff(prices), 0, 0)\n", - "\n", - " self.df['Close_lag1'] = self.df['Close'].shift(1)\n", - " self.df['RSI_lag1'] = self.df['RSI'].shift(1)\n", - "\n", - " signal_features = self.df.loc[:, \n", - " [\n", - " 'Close',\n", - " 'Sentiment',\n", - " 'Predicted_Close',\n", - " 'SMA', 'RSI', 'MOM', 'EMA', 'AROONOSC', \n", - " \"Close_lag1\", \"RSI_lag1\"\n", - " ]\n", - " ].to_numpy()[start:end]\n", - " # Reshape diff to (282, 1)\n", - " diff_reshaped = diff.reshape(len(diff), 1)\n", - "\n", - " # Concatenate along the second axis (columns)\n", - " scaler = StandardScaler()\n", - " signal_features = scaler.fit_transform(signal_features)\n", - "\n", - " return prices, signal_features\n", - "\n", - " def _is_trade_possible(self, action):\n", - " possible_trade_flag = (\n", - " (action == Actions.Buy.value and self._position == Positions.Short) or\n", - " (action == Actions.Sell.value and self._position == Positions.Long)\n", - " )\n", - "\n", - " return possible_trade_flag\n", - "\n", " def _calculate_reward(self, action):\n", " step_reward = 0\n", "\n", @@ -847,8 +349,21 @@ " else:\n", " step_reward = -price_diff\n", "\n", + " self._peak_profit = max(self._peak_profit, self._total_profit)\n", + " raw_drawdown = (self._peak_profit - self._total_profit) / self._peak_profit\n", + " drawdown = min(max(raw_drawdown, 0), 1)\n", + " step_reward -= drawdown / self._episode_length\n", + "\n", " return step_reward\n", "\n", + " def _is_trade_possible(self, action):\n", + " possible_trade_flag = (\n", + " (action == Actions.Buy.value and self._position == Positions.Short) or\n", + " (action == Actions.Sell.value and self._position == Positions.Long)\n", + " )\n", + " \n", + " return possible_trade_flag\n", + "\n", " def _update_profit(self, action):\n", " trade = self._is_trade_possible(action)\n", "\n", @@ -917,7 +432,7 @@ " plt.ylabel('Normalised Stock Price')\n", "\n", " plt.grid()\n", - " plt.legend([\"Normalised Stock Price\", \"Buy\", \"Sell\", \"Initial Look Back Window\"], loc='upper left', framealpha=1)" + " plt.legend([\"Normalised Stock Price\", \"Long Position\", \"Short Position\", \"Initial Look Back Window\"], loc='upper left', framealpha=1)" ] }, { @@ -931,399 +446,65 @@ }, { "cell_type": "code", - "execution_count": 32, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "executionInfo": { - "elapsed": 19, - "status": "ok", - "timestamp": 1738937365079, - "user": { - "displayName": "Shartil Shartilov", - "userId": "01156382573054283921" - }, - "user_tz": 0 - }, - "id": "sHtQkXao1qoL", - "outputId": "85b3169e-e6e9-40fe-db00-5d1ed416a0f3" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "train_df: 1258\n", - "test_df: 252\n" - ] - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ - "split_date = '2019-01-01'\n", + "financial_columns = []\n", "\n", - "train_df = df.loc[df.index < split_date]\n", - "test_df = df.loc[df.index >= split_date]\n", + "for col in df.columns:\n", + " if col == \"Date\" or \"Sentiment\" in col:\n", + " continue\n", "\n", - "print('train_df: ',len(train_df))\n", - "print('test_df: ',len(test_df))" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "executionInfo": { - "elapsed": 29, - "status": "ok", - "timestamp": 1738937365117, - "user": { - "displayName": "Shartil Shartilov", - "userId": "01156382573054283921" - }, - "user_tz": 0 - }, - "id": "nJZYrNNPD_y3", - "outputId": "c00c6974-2316-44af-a00d-8608bfa6c0ec" - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - ":32: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " self.df['Close_lag1'] = self.df['Close'].shift(1)\n", - ":33: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " self.df['RSI_lag1'] = self.df['RSI'].shift(1)\n" - ] - } - ], - "source": [ - "env = MyCustomEnv(df=train_df, frame_bound=(WINDOW_SIZE, len(train_df)), window_size=WINDOW_SIZE)" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "executionInfo": { - "elapsed": 178, - "status": "ok", - "timestamp": 1738937365301, - "user": { - "displayName": "Shartil Shartilov", - "userId": "01156382573054283921" - }, - "user_tz": 0 - }, - "id": "K3ugU520D_wh", - "outputId": "f33fed35-80c6-4612-b791-b6c56f129e9f" - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.11/dist-packages/ipykernel/ipkernel.py:283: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.\n", - " and should_run_async(code)\n" - ] - }, - { - "data": { - "text/plain": [ - "array([[-1.9628626 , -0.01111891, -1.91076118, -0.15035288, -3.43478845,\n", - " -0.06161102, -1.98503502, -0.04984711, nan, nan]])" - ] - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "env.signal_features[:1,:]" + " financial_columns.append(col)\n", + " \n", + "financial_columns" ] }, { "cell_type": "code", - "execution_count": 35, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "executionInfo": { - "elapsed": 9, - "status": "ok", - "timestamp": 1738937365317, - "user": { - "displayName": "Shartil Shartilov", - "userId": "01156382573054283921" - }, - "user_tz": 0 - }, - "id": "RvLSRJmi3uEM", - "outputId": "a5ad46c7-6357-45be-c9a1-4e8645d28ba0" - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Discrete(2)" - ] - }, - "execution_count": 35, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "env.action_space" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "tdtBV4HZ6e2h" - }, - "source": [ - "Discrete: describes a discrete space where {0, 1, …, n-1} are the possible values our observation or action can take. Values can be shifted to {a, a+1, …, a+n-1} using an optional argument." - ] - }, - { - "cell_type": "code", - "execution_count": 36, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "executionInfo": { - "elapsed": 12, + "elapsed": 19, "status": "ok", - "timestamp": 1738937365330, + "timestamp": 1738937365079, "user": { "displayName": "Shartil Shartilov", "userId": "01156382573054283921" }, "user_tz": 0 }, - "id": "WHxe91gY3yec", - "outputId": "1c227f1e-53ce-452a-aa26-863a20d474a9" - }, - "outputs": [ - { - "data": { - "text/plain": [ - "0" - ] - }, - "execution_count": 36, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "env.action_space.sample()" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "g6ZwXOzQ39_2" + "id": "sHtQkXao1qoL", + "outputId": "85b3169e-e6e9-40fe-db00-5d1ed416a0f3" }, + "outputs": [], "source": [ - "Sell = 0\n", + "train_df = df.loc[df.index < SPLIT_DATE]\n", "\n", - "Buy = 1" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "executionInfo": { - "elapsed": 3, - "status": "ok", - "timestamp": 1738937365334, - "user": { - "displayName": "Shartil Shartilov", - "userId": "01156382573054283921" - }, - "user_tz": 0 - }, - "id": "KewHCkrp4FGV", - "outputId": "b156682e-38f6-42e3-b41a-a2ae028891cc" - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Box(-10000000000.0, 10000000000.0, (10, 10), float32)" - ] - }, - "execution_count": 37, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "env.observation_space" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "BFOTb-Ab6V7b" - }, - "source": [ - "Box: describes an n-dimensional continuous space. It’s a bounded space where we can define the upper and lower limits which describe the valid values our observations can take.\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "executionInfo": { - "elapsed": 7, - "status": "ok", - "timestamp": 1738937365343, - "user": { - "displayName": "Shartil Shartilov", - "userId": "01156382573054283921" - }, - "user_tz": 0 - }, - "id": "_f3LMSp74H_w", - "outputId": "cfb1dc07-a7bf-4fce-85da-7778425f1e89" - }, - "outputs": [ - { - "data": { - "text/plain": [ - "array([[-6.8941778e+09, 2.4886674e+09, 3.4295621e+09, -6.7483174e+08,\n", - " -5.0497039e+09, -3.2910227e+08, -7.8659169e+09, -9.4032916e+09,\n", - " -4.1121167e+09, -2.5884252e+09],\n", - " [-5.4746552e+09, -9.0934077e+09, 5.5569830e+08, -4.4984765e+09,\n", - " 6.0427249e+09, -9.3288366e+09, 4.3710356e+09, 8.3507123e+09,\n", - " -8.7985439e+09, -3.4658790e+09],\n", - " [ 5.9996006e+09, 9.3058867e+09, -1.3466476e+09, -2.0755297e+09,\n", - " 5.6111478e+09, 2.6869270e+08, 1.4879045e+09, 7.1599642e+09,\n", - " -6.1665976e+09, -4.7127967e+09],\n", - " [-6.8004536e+09, -4.4300518e+09, 8.5515643e+09, -1.6325834e+09,\n", - " -1.5056699e+09, -2.0973654e+09, 2.8610260e+09, -6.9780311e+09,\n", - " -5.1669939e+09, 2.5863270e+09],\n", - " [ 7.0228004e+09, 8.8388557e+09, -7.5389382e+08, 5.2338094e+09,\n", - " -7.3762079e+09, -2.6448817e+09, -5.0865833e+09, 1.3932550e+09,\n", - " -8.3659162e+09, 4.2669862e+09],\n", - " [-3.5755860e+09, -4.3845811e+09, 6.0295020e+09, 4.9257964e+09,\n", - " 3.6237921e+09, -7.9729664e+09, -4.4710472e+09, -5.3798932e+09,\n", - " 6.0724204e+09, -1.1252145e+09],\n", - " [ 8.7814359e+09, -3.5835041e+09, 6.1824737e+09, 1.4905118e+08,\n", - " 4.2600655e+09, 5.1989304e+09, 7.3521475e+09, 5.0997402e+09,\n", - " 4.4112978e+09, 2.5409766e+09],\n", - " [ 1.1661463e+09, 3.2429856e+08, -7.2633876e+09, 5.2139142e+08,\n", - " 4.9976561e+09, -3.3852488e+09, -4.8498319e+09, 5.7892040e+09,\n", - " 7.3607700e+09, -3.8653926e+08],\n", - " [ 5.0927196e+09, 2.1531154e+09, -1.5909549e+09, 9.0876928e+09,\n", - " 2.3134106e+09, 8.8025385e+09, 3.1352271e+09, 4.8372372e+09,\n", - " 3.5248753e+09, 8.2174372e+09],\n", - " [-3.5272282e+09, -8.4802068e+09, -1.3804251e+09, -9.2025979e+09,\n", - " 8.3883643e+09, 5.0831406e+09, 9.7113385e+09, 3.9606807e+09,\n", - " 7.3961308e+09, -7.3723715e+09]], dtype=float32)" - ] - }, - "execution_count": 38, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "env.observation_space.sample()" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "O8b-MCiE3p-Y" - }, - "source": [ - "### 4. Create the environment and do some random action on it" + "for fin_col in financial_columns:\n", + " train_mean = train_df[fin_col].mean()\n", + " train_std = train_df[fin_col].std()\n", + " z_score_norma(df, fin_col, train_mean, train_std)\n", + "\n", + "train_df = df.loc[df.index < SPLIT_DATE]\n", + "\n", + "test_df = df.loc[df.index >= SPLIT_DATE]\n", + "\n", + "print('train_df: ',len(train_df))\n", + "print('test_df: ',len(test_df))" ] }, { "cell_type": "code", - "execution_count": 39, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 489 - }, - "executionInfo": { - "elapsed": 933, - "status": "ok", - "timestamp": 1738937366276, - "user": { - "displayName": "Shartil Shartilov", - "userId": "01156382573054283921" - }, - "user_tz": 0 - }, - "id": "Fc-Uuw1xJJ31", - "outputId": "d108f9be-8978-4892-d2c4-af8c2467bf5f" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "info: {'total_reward': 1.5309902431393283, 'total_profit': 1.0818480016670478, 'position': }\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ - "observation = env.reset()\n", - "while True:\n", - " action = env.action_space.sample()\n", - " observation, reward, terminated, truncated, info = env.step(action)\n", - " done = terminated or truncated\n", - " # env.render()\n", - " if done:\n", - " print(\"info:\", info)\n", - " break\n", - "\n", - "plt.cla()\n", - "env.unwrapped.render_all()\n", - "plt.show()" + "df.head()" ] }, { @@ -1332,12 +513,12 @@ "id": "Xi1vFfvf27q4" }, "source": [ - "### 5 creating and training the model" + "### Creating and training the model" ] }, { "cell_type": "code", - "execution_count": 40, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -1355,2154 +536,67 @@ "id": "U0I6TGD5JJ0s", "outputId": "2b4b20ca-c885-4e5d-dcbd-b58d2788d0d4" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Using cpu device\n", - "Wrapping the env with a `Monitor` wrapper\n", - "Wrapping the env in a DummyVecEnv.\n", - "amount_of_timesteps 62900\n", - "------------------------------------\n", - "| time/ | |\n", - "| fps | 215 |\n", - "| iterations | 100 |\n", - "| time_elapsed | 2 |\n", - "| total_timesteps | 500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.69 |\n", - "| explained_variance | -5.89 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 99 |\n", - "| policy_loss | -0.14 |\n", - "| value_loss | 0.0613 |\n", - "------------------------------------\n", - "------------------------------------\n", - "| time/ | |\n", - "| fps | 246 |\n", - "| iterations | 200 |\n", - "| time_elapsed | 4 |\n", - "| total_timesteps | 1000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.602 |\n", - "| explained_variance | -5.36 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 199 |\n", - "| policy_loss | 0.066 |\n", - "| value_loss | 0.0231 |\n", - "------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -0.296 |\n", - "| time/ | |\n", - "| fps | 262 |\n", - "| iterations | 300 |\n", - "| time_elapsed | 5 |\n", - "| total_timesteps | 1500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.667 |\n", - "| explained_variance | 0.199 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 299 |\n", - "| policy_loss | 0.0427 |\n", - "| value_loss | 0.0108 |\n", - "------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -0.296 |\n", - "| time/ | |\n", - "| fps | 244 |\n", - "| iterations | 400 |\n", - "| time_elapsed | 8 |\n", - "| total_timesteps | 2000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.59 |\n", - "| explained_variance | 0.405 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 399 |\n", - "| policy_loss | 0.164 |\n", - "| value_loss | 0.0565 |\n", - "------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -1.7 |\n", - "| time/ | |\n", - "| fps | 252 |\n", - "| iterations | 500 |\n", - "| time_elapsed | 9 |\n", - "| total_timesteps | 2500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.391 |\n", - "| explained_variance | 0.945 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 499 |\n", - "| policy_loss | -0.0122 |\n", - "| value_loss | 0.00249 |\n", - "------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -1.7 |\n", - "| time/ | |\n", - "| fps | 254 |\n", - "| iterations | 600 |\n", - "| time_elapsed | 11 |\n", - "| total_timesteps | 3000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.543 |\n", - "| explained_variance | -20.6 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 599 |\n", - "| policy_loss | -0.0417 |\n", - "| value_loss | 0.00973 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -1.7 |\n", - "| time/ | |\n", - "| fps | 239 |\n", - "| iterations | 700 |\n", - "| time_elapsed | 14 |\n", - "| total_timesteps | 3500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0519 |\n", - "| explained_variance | -2.93e+04 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 699 |\n", - "| policy_loss | -0.000345 |\n", - "| value_loss | 0.00255 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -3.34 |\n", - "| time/ | |\n", - "| fps | 253 |\n", - "| iterations | 800 |\n", - "| time_elapsed | 15 |\n", - "| total_timesteps | 4000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0424 |\n", - "| explained_variance | -7.73 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 799 |\n", - "| policy_loss | -0.00012 |\n", - "| value_loss | 0.000994 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -3.34 |\n", - "| time/ | |\n", - "| fps | 268 |\n", - "| iterations | 900 |\n", - "| time_elapsed | 16 |\n", - "| total_timesteps | 4500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0396 |\n", - "| explained_variance | -2.65e+03 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 899 |\n", - "| policy_loss | 0.000387 |\n", - "| value_loss | 0.0127 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -1.63 |\n", - "| time/ | |\n", - "| fps | 285 |\n", - "| iterations | 1000 |\n", - "| time_elapsed | 17 |\n", - "| total_timesteps | 5000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.152 |\n", - "| explained_variance | -0.029 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 999 |\n", - "| policy_loss | 0.000708 |\n", - "| value_loss | 0.00508 |\n", - "------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -1.63 |\n", - "| time/ | |\n", - "| fps | 299 |\n", - "| iterations | 1100 |\n", - "| time_elapsed | 18 |\n", - "| total_timesteps | 5500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0281 |\n", - "| explained_variance | -13.4 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 1099 |\n", - "| policy_loss | 4.95e-05 |\n", - "| value_loss | 0.000246 |\n", - "------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -1.63 |\n", - "| time/ | |\n", - "| fps | 313 |\n", - "| iterations | 1200 |\n", - "| time_elapsed | 19 |\n", - "| total_timesteps | 6000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.122 |\n", - "| explained_variance | -304 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 1199 |\n", - "| policy_loss | 0.000357 |\n", - "| value_loss | 0.000805 |\n", - "------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -1.55 |\n", - "| time/ | |\n", - "| fps | 325 |\n", - "| iterations | 1300 |\n", - "| time_elapsed | 19 |\n", - "| total_timesteps | 6500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.059 |\n", - "| explained_variance | -8.11 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 1299 |\n", - "| policy_loss | 0.000176 |\n", - "| value_loss | 0.000244 |\n", - "------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -1.55 |\n", - "| time/ | |\n", - "| fps | 337 |\n", - "| iterations | 1400 |\n", - "| time_elapsed | 20 |\n", - "| total_timesteps | 7000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0132 |\n", - "| explained_variance | -48.3 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 1399 |\n", - "| policy_loss | 0.000105 |\n", - "| value_loss | 0.00647 |\n", - "------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -1.06 |\n", - "| time/ | |\n", - "| fps | 347 |\n", - "| iterations | 1500 |\n", - "| time_elapsed | 21 |\n", - "| total_timesteps | 7500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0122 |\n", - "| explained_variance | -29.7 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 1499 |\n", - "| policy_loss | 6.19e-05 |\n", - "| value_loss | 0.00173 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -1.06 |\n", - "| time/ | |\n", - "| fps | 357 |\n", - "| iterations | 1600 |\n", - "| time_elapsed | 22 |\n", - "| total_timesteps | 8000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0107 |\n", - "| explained_variance | -183 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 1599 |\n", - "| policy_loss | -3.31e-05 |\n", - "| value_loss | 0.000651 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -1.06 |\n", - "| time/ | |\n", - "| fps | 366 |\n", - "| iterations | 1700 |\n", - "| time_elapsed | 23 |\n", - "| total_timesteps | 8500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0207 |\n", - "| explained_variance | -1.59 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 1699 |\n", - "| policy_loss | -2.36e-05 |\n", - "| value_loss | 6.92e-05 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -0.768 |\n", - "| time/ | |\n", - "| fps | 375 |\n", - "| iterations | 1800 |\n", - "| time_elapsed | 23 |\n", - "| total_timesteps | 9000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.107 |\n", - "| explained_variance | 0.509 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 1799 |\n", - "| policy_loss | 0.00274 |\n", - "| value_loss | 0.00494 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -0.768 |\n", - "| time/ | |\n", - "| fps | 382 |\n", - "| iterations | 1900 |\n", - "| time_elapsed | 24 |\n", - "| total_timesteps | 9500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.00477 |\n", - "| explained_variance | -1.05e+04 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 1899 |\n", - "| policy_loss | -3.57e-05 |\n", - "| value_loss | 0.00756 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -0.354 |\n", - "| time/ | |\n", - "| fps | 389 |\n", - "| iterations | 2000 |\n", - "| time_elapsed | 25 |\n", - "| total_timesteps | 10000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.263 |\n", - "| explained_variance | -0.0426 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 1999 |\n", - "| policy_loss | -0.0067 |\n", - "| value_loss | 0.00961 |\n", - "------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -0.354 |\n", - "| time/ | |\n", - "| fps | 393 |\n", - "| iterations | 2100 |\n", - "| time_elapsed | 26 |\n", - "| total_timesteps | 10500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.00445 |\n", - "| explained_variance | -2.42 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 2099 |\n", - "| policy_loss | 4.38e-07 |\n", - "| value_loss | 7.07e-06 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | -0.354 |\n", - "| time/ | |\n", - "| fps | 395 |\n", - "| iterations | 2200 |\n", - "| time_elapsed | 27 |\n", - "| total_timesteps | 11000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.00526 |\n", - "| explained_variance | -8.28 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 2199 |\n", - "| policy_loss | -2.06e-06 |\n", - "| value_loss | 3.03e-05 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 0.0264 |\n", - "| time/ | |\n", - "| fps | 396 |\n", - "| iterations | 2300 |\n", - "| time_elapsed | 29 |\n", - "| total_timesteps | 11500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.251 |\n", - "| explained_variance | -875 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 2299 |\n", - "| policy_loss | -0.00187 |\n", - "| value_loss | 0.00169 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 0.0264 |\n", - "| time/ | |\n", - "| fps | 398 |\n", - "| iterations | 2400 |\n", - "| time_elapsed | 30 |\n", - "| total_timesteps | 12000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0014 |\n", - "| explained_variance | -177 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 2399 |\n", - "| policy_loss | -4.65e-06 |\n", - "| value_loss | 0.00164 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 0.2 |\n", - "| time/ | |\n", - "| fps | 404 |\n", - "| iterations | 2500 |\n", - "| time_elapsed | 30 |\n", - "| total_timesteps | 12500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.24 |\n", - "| explained_variance | -48.1 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 2499 |\n", - "| policy_loss | 0.101 |\n", - "| value_loss | 0.479 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 0.2 |\n", - "| time/ | |\n", - "| fps | 409 |\n", - "| iterations | 2600 |\n", - "| time_elapsed | 31 |\n", - "| total_timesteps | 13000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000805 |\n", - "| explained_variance | -51.1 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 2599 |\n", - "| policy_loss | -3.46e-07 |\n", - "| value_loss | 4.82e-05 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 0.2 |\n", - "| time/ | |\n", - "| fps | 414 |\n", - "| iterations | 2700 |\n", - "| time_elapsed | 32 |\n", - "| total_timesteps | 13500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000829 |\n", - "| explained_variance | -5.68 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 2699 |\n", - "| policy_loss | 1.59e-06 |\n", - "| value_loss | 0.000413 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 0.51 |\n", - "| time/ | |\n", - "| fps | 419 |\n", - "| iterations | 2800 |\n", - "| time_elapsed | 33 |\n", - "| total_timesteps | 14000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.00116 |\n", - "| explained_variance | -25 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 2799 |\n", - "| policy_loss | -2.73e-06 |\n", - "| value_loss | 0.000526 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 0.51 |\n", - "| time/ | |\n", - "| fps | 423 |\n", - "| iterations | 2900 |\n", - "| time_elapsed | 34 |\n", - "| total_timesteps | 14500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000502 |\n", - "| explained_variance | -1.09e+03 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 2899 |\n", - "| policy_loss | -3.17e-06 |\n", - "| value_loss | 0.00567 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 1.01 |\n", - "| time/ | |\n", - "| fps | 426 |\n", - "| iterations | 3000 |\n", - "| time_elapsed | 35 |\n", - "| total_timesteps | 15000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000942 |\n", - "| explained_variance | -22.5 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 2999 |\n", - "| policy_loss | -7.66e-07 |\n", - "| value_loss | 0.000709 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 1.01 |\n", - "| time/ | |\n", - "| fps | 430 |\n", - "| iterations | 3100 |\n", - "| time_elapsed | 35 |\n", - "| total_timesteps | 15500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000837 |\n", - "| explained_variance | -117 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 3099 |\n", - "| policy_loss | -9.41e-07 |\n", - "| value_loss | 0.000177 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 1.01 |\n", - "| time/ | |\n", - "| fps | 434 |\n", - "| iterations | 3200 |\n", - "| time_elapsed | 36 |\n", - "| total_timesteps | 16000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.00143 |\n", - "| explained_variance | -491 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 3199 |\n", - "| policy_loss | -2.99e-07 |\n", - "| value_loss | 0.000308 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 1.56 |\n", - "| time/ | |\n", - "| fps | 438 |\n", - "| iterations | 3300 |\n", - "| time_elapsed | 37 |\n", - "| total_timesteps | 16500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000637 |\n", - "| explained_variance | -10.5 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 3299 |\n", - "| policy_loss | 3.33e-07 |\n", - "| value_loss | 4.71e-05 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 1.56 |\n", - "| time/ | |\n", - "| fps | 441 |\n", - "| iterations | 3400 |\n", - "| time_elapsed | 38 |\n", - "| total_timesteps | 17000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000467 |\n", - "| explained_variance | -443 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 3399 |\n", - "| policy_loss | -5.81e-06 |\n", - "| value_loss | 0.0195 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 1.88 |\n", - "| time/ | |\n", - "| fps | 444 |\n", - "| iterations | 3500 |\n", - "| time_elapsed | 39 |\n", - "| total_timesteps | 17500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000335 |\n", - "| explained_variance | -2.33e+03 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 3499 |\n", - "| policy_loss | 7.67e-07 |\n", - "| value_loss | 0.00332 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 1.88 |\n", - "| time/ | |\n", - "| fps | 445 |\n", - "| iterations | 3600 |\n", - "| time_elapsed | 40 |\n", - "| total_timesteps | 18000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.14 |\n", - "| explained_variance | -0.106 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 3599 |\n", - "| policy_loss | -0.205 |\n", - "| value_loss | 0.12 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 1.88 |\n", - "| time/ | |\n", - "| fps | 445 |\n", - "| iterations | 3700 |\n", - "| time_elapsed | 41 |\n", - "| total_timesteps | 18500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.00382 |\n", - "| explained_variance | -2.52e+03 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 3699 |\n", - "| policy_loss | 6.89e-06 |\n", - "| value_loss | 0.000226 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.08 |\n", - "| time/ | |\n", - "| fps | 444 |\n", - "| iterations | 3800 |\n", - "| time_elapsed | 42 |\n", - "| total_timesteps | 19000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000355 |\n", - "| explained_variance | -36.2 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 3799 |\n", - "| policy_loss | -1.71e-08 |\n", - "| value_loss | 1.19e-05 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.08 |\n", - "| time/ | |\n", - "| fps | 447 |\n", - "| iterations | 3900 |\n", - "| time_elapsed | 43 |\n", - "| total_timesteps | 19500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.247 |\n", - "| explained_variance | 0.332 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 3899 |\n", - "| policy_loss | -0.107 |\n", - "| value_loss | 0.112 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.11 |\n", - "| time/ | |\n", - "| fps | 450 |\n", - "| iterations | 4000 |\n", - "| time_elapsed | 44 |\n", - "| total_timesteps | 20000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000725 |\n", - "| explained_variance | -3.72e+03 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 3999 |\n", - "| policy_loss | 1.58e-05 |\n", - "| value_loss | 0.0977 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.11 |\n", - "| time/ | |\n", - "| fps | 453 |\n", - "| iterations | 4100 |\n", - "| time_elapsed | 45 |\n", - "| total_timesteps | 20500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000443 |\n", - "| explained_variance | -20.8 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 4099 |\n", - "| policy_loss | 3.17e-06 |\n", - "| value_loss | 0.00701 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.11 |\n", - "| time/ | |\n", - "| fps | 456 |\n", - "| iterations | 4200 |\n", - "| time_elapsed | 46 |\n", - "| total_timesteps | 21000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000831 |\n", - "| explained_variance | -3.18 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 4199 |\n", - "| policy_loss | -8.01e-07 |\n", - "| value_loss | 0.000111 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.27 |\n", - "| time/ | |\n", - "| fps | 458 |\n", - "| iterations | 4300 |\n", - "| time_elapsed | 46 |\n", - "| total_timesteps | 21500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000409 |\n", - "| explained_variance | -8.69 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 4299 |\n", - "| policy_loss | 3.02e-08 |\n", - "| value_loss | 2.78e-05 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.27 |\n", - "| time/ | |\n", - "| fps | 461 |\n", - "| iterations | 4400 |\n", - "| time_elapsed | 47 |\n", - "| total_timesteps | 22000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000624 |\n", - "| explained_variance | -18.3 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 4399 |\n", - "| policy_loss | 5.15e-07 |\n", - "| value_loss | 0.00078 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.25 |\n", - "| time/ | |\n", - "| fps | 463 |\n", - "| iterations | 4500 |\n", - "| time_elapsed | 48 |\n", - "| total_timesteps | 22500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0223 |\n", - "| explained_variance | 0.435 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 4499 |\n", - "| policy_loss | -0.000275 |\n", - "| value_loss | 0.00175 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.25 |\n", - "| time/ | |\n", - "| fps | 466 |\n", - "| iterations | 4600 |\n", - "| time_elapsed | 49 |\n", - "| total_timesteps | 23000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.00103 |\n", - "| explained_variance | -233 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 4599 |\n", - "| policy_loss | -6.39e-06 |\n", - "| value_loss | 0.00582 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.25 |\n", - "| time/ | |\n", - "| fps | 468 |\n", - "| iterations | 4700 |\n", - "| time_elapsed | 50 |\n", - "| total_timesteps | 23500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000584 |\n", - "| explained_variance | -281 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 4699 |\n", - "| policy_loss | -1.81e-07 |\n", - "| value_loss | 0.000257 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.04 |\n", - "| time/ | |\n", - "| fps | 470 |\n", - "| iterations | 4800 |\n", - "| time_elapsed | 50 |\n", - "| total_timesteps | 24000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000469 |\n", - "| explained_variance | -37.8 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 4799 |\n", - "| policy_loss | -7.62e-07 |\n", - "| value_loss | 0.00038 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.04 |\n", - "| time/ | |\n", - "| fps | 472 |\n", - "| iterations | 4900 |\n", - "| time_elapsed | 51 |\n", - "| total_timesteps | 24500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.341 |\n", - "| explained_variance | -0.287 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 4899 |\n", - "| policy_loss | -0.0301 |\n", - "| value_loss | 0.021 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.15 |\n", - "| time/ | |\n", - "| fps | 474 |\n", - "| iterations | 5000 |\n", - "| time_elapsed | 52 |\n", - "| total_timesteps | 25000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000397 |\n", - "| explained_variance | -19.4 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 4999 |\n", - "| policy_loss | 1.78e-07 |\n", - "| value_loss | 8.42e-05 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.15 |\n", - "| time/ | |\n", - "| fps | 474 |\n", - "| iterations | 5100 |\n", - "| time_elapsed | 53 |\n", - "| total_timesteps | 25500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.449 |\n", - "| explained_variance | -1.8 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 5099 |\n", - "| policy_loss | 0.0211 |\n", - "| value_loss | 0.0152 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.15 |\n", - "| time/ | |\n", - "| fps | 473 |\n", - "| iterations | 5200 |\n", - "| time_elapsed | 54 |\n", - "| total_timesteps | 26000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000552 |\n", - "| explained_variance | -33.4 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 5199 |\n", - "| policy_loss | 1.65e-06 |\n", - "| value_loss | 0.0014 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.3 |\n", - "| time/ | |\n", - "| fps | 473 |\n", - "| iterations | 5300 |\n", - "| time_elapsed | 56 |\n", - "| total_timesteps | 26500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000526 |\n", - "| explained_variance | -297 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 5299 |\n", - "| policy_loss | 6.82e-07 |\n", - "| value_loss | 0.000332 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.3 |\n", - "| time/ | |\n", - "| fps | 474 |\n", - "| iterations | 5400 |\n", - "| time_elapsed | 56 |\n", - "| total_timesteps | 27000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0227 |\n", - "| explained_variance | 0.624 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 5399 |\n", - "| policy_loss | 0.000169 |\n", - "| value_loss | 0.0135 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.44 |\n", - "| time/ | |\n", - "| fps | 476 |\n", - "| iterations | 5500 |\n", - "| time_elapsed | 57 |\n", - "| total_timesteps | 27500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000425 |\n", - "| explained_variance | -16 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 5499 |\n", - "| policy_loss | -5.47e-07 |\n", - "| value_loss | 0.000351 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.44 |\n", - "| time/ | |\n", - "| fps | 478 |\n", - "| iterations | 5600 |\n", - "| time_elapsed | 58 |\n", - "| total_timesteps | 28000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.123 |\n", - "| explained_variance | 0.0159 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 5599 |\n", - "| policy_loss | 0.149 |\n", - "| value_loss | 0.159 |\n", - "------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.44 |\n", - "| time/ | |\n", - "| fps | 480 |\n", - "| iterations | 5700 |\n", - "| time_elapsed | 59 |\n", - "| total_timesteps | 28500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.122 |\n", - "| explained_variance | 0.0308 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 5699 |\n", - "| policy_loss | 0.0195 |\n", - "| value_loss | 0.321 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.57 |\n", - "| time/ | |\n", - "| fps | 481 |\n", - "| iterations | 5800 |\n", - "| time_elapsed | 60 |\n", - "| total_timesteps | 29000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000515 |\n", - "| explained_variance | -29.7 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 5799 |\n", - "| policy_loss | -1.01e-06 |\n", - "| value_loss | 0.000711 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.57 |\n", - "| time/ | |\n", - "| fps | 483 |\n", - "| iterations | 5900 |\n", - "| time_elapsed | 61 |\n", - "| total_timesteps | 29500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000804 |\n", - "| explained_variance | -211 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 5899 |\n", - "| policy_loss | 1.31e-06 |\n", - "| value_loss | 0.000458 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.68 |\n", - "| time/ | |\n", - "| fps | 485 |\n", - "| iterations | 6000 |\n", - "| time_elapsed | 61 |\n", - "| total_timesteps | 30000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000683 |\n", - "| explained_variance | 0.168 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 5999 |\n", - "| policy_loss | 3.15e-09 |\n", - "| value_loss | 1.09e-05 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.68 |\n", - "| time/ | |\n", - "| fps | 487 |\n", - "| iterations | 6100 |\n", - "| time_elapsed | 62 |\n", - "| total_timesteps | 30500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.202 |\n", - "| explained_variance | -56.9 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 6099 |\n", - "| policy_loss | -0.0177 |\n", - "| value_loss | 0.0363 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.68 |\n", - "| time/ | |\n", - "| fps | 488 |\n", - "| iterations | 6200 |\n", - "| time_elapsed | 63 |\n", - "| total_timesteps | 31000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.00621 |\n", - "| explained_variance | -8.68e+05 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 6199 |\n", - "| policy_loss | -4.93e-05 |\n", - "| value_loss | 0.015 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.91 |\n", - "| time/ | |\n", - "| fps | 490 |\n", - "| iterations | 6300 |\n", - "| time_elapsed | 64 |\n", - "| total_timesteps | 31500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.00685 |\n", - "| explained_variance | -12.8 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 6299 |\n", - "| policy_loss | 5.05e-05 |\n", - "| value_loss | 0.00481 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 2.91 |\n", - "| time/ | |\n", - "| fps | 491 |\n", - "| iterations | 6400 |\n", - "| time_elapsed | 65 |\n", - "| total_timesteps | 32000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0015 |\n", - "| explained_variance | -3.08 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 6399 |\n", - "| policy_loss | -1.05e-06 |\n", - "| value_loss | 0.000102 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.03 |\n", - "| time/ | |\n", - "| fps | 492 |\n", - "| iterations | 6500 |\n", - "| time_elapsed | 65 |\n", - "| total_timesteps | 32500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.00113 |\n", - "| explained_variance | 0.345 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 6499 |\n", - "| policy_loss | -1.38e-06 |\n", - "| value_loss | 0.000168 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.03 |\n", - "| time/ | |\n", - "| fps | 491 |\n", - "| iterations | 6600 |\n", - "| time_elapsed | 67 |\n", - "| total_timesteps | 33000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0837 |\n", - "| explained_variance | -0.457 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 6599 |\n", - "| policy_loss | 0.000632 |\n", - "| value_loss | 0.00271 |\n", - "------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.03 |\n", - "| time/ | |\n", - "| fps | 489 |\n", - "| iterations | 6700 |\n", - "| time_elapsed | 68 |\n", - "| total_timesteps | 33500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.159 |\n", - "| explained_variance | -1.46 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 6699 |\n", - "| policy_loss | 0.00096 |\n", - "| value_loss | 0.000502 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.21 |\n", - "| time/ | |\n", - "| fps | 486 |\n", - "| iterations | 6800 |\n", - "| time_elapsed | 69 |\n", - "| total_timesteps | 34000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0676 |\n", - "| explained_variance | -61.8 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 6799 |\n", - "| policy_loss | -0.000544 |\n", - "| value_loss | 0.00132 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.21 |\n", - "| time/ | |\n", - "| fps | 485 |\n", - "| iterations | 6900 |\n", - "| time_elapsed | 71 |\n", - "| total_timesteps | 34500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000252 |\n", - "| explained_variance | -10.7 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 6899 |\n", - "| policy_loss | -2.73e-07 |\n", - "| value_loss | 0.000296 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.39 |\n", - "| time/ | |\n", - "| fps | 485 |\n", - "| iterations | 7000 |\n", - "| time_elapsed | 72 |\n", - "| total_timesteps | 35000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000291 |\n", - "| explained_variance | -5.31 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 6999 |\n", - "| policy_loss | -4.93e-07 |\n", - "| value_loss | 0.000633 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.39 |\n", - "| time/ | |\n", - "| fps | 486 |\n", - "| iterations | 7100 |\n", - "| time_elapsed | 72 |\n", - "| total_timesteps | 35500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.00626 |\n", - "| explained_variance | -3 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 7099 |\n", - "| policy_loss | -0.000229 |\n", - "| value_loss | 0.0493 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.39 |\n", - "| time/ | |\n", - "| fps | 488 |\n", - "| iterations | 7200 |\n", - "| time_elapsed | 73 |\n", - "| total_timesteps | 36000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.112 |\n", - "| explained_variance | -382 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 7199 |\n", - "| policy_loss | -0.00559 |\n", - "| value_loss | 0.0116 |\n", - "------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.42 |\n", - "| time/ | |\n", - "| fps | 489 |\n", - "| iterations | 7300 |\n", - "| time_elapsed | 74 |\n", - "| total_timesteps | 36500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0431 |\n", - "| explained_variance | -20.5 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 7299 |\n", - "| policy_loss | 0.00256 |\n", - "| value_loss | 0.106 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.42 |\n", - "| time/ | |\n", - "| fps | 490 |\n", - "| iterations | 7400 |\n", - "| time_elapsed | 75 |\n", - "| total_timesteps | 37000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000101 |\n", - "| explained_variance | -35.5 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 7399 |\n", - "| policy_loss | -1.21e-07 |\n", - "| value_loss | 0.000438 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.59 |\n", - "| time/ | |\n", - "| fps | 492 |\n", - "| iterations | 7500 |\n", - "| time_elapsed | 76 |\n", - "| total_timesteps | 37500 |\n", - "| train/ | |\n", - "| entropy_loss | -9.9e-05 |\n", - "| explained_variance | -1.03 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 7499 |\n", - "| policy_loss | -6.9e-08 |\n", - "| value_loss | 0.000116 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.59 |\n", - "| time/ | |\n", - "| fps | 493 |\n", - "| iterations | 7600 |\n", - "| time_elapsed | 77 |\n", - "| total_timesteps | 38000 |\n", - "| train/ | |\n", - "| entropy_loss | -6.42e-05 |\n", - "| explained_variance | -3.06 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 7599 |\n", - "| policy_loss | 3.98e-08 |\n", - "| value_loss | 0.000118 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.59 |\n", - "| time/ | |\n", - "| fps | 494 |\n", - "| iterations | 7700 |\n", - "| time_elapsed | 77 |\n", - "| total_timesteps | 38500 |\n", - "| train/ | |\n", - "| entropy_loss | -5.8e-05 |\n", - "| explained_variance | -5.31 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 7699 |\n", - "| policy_loss | 3.31e-08 |\n", - "| value_loss | 0.000107 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.75 |\n", - "| time/ | |\n", - "| fps | 496 |\n", - "| iterations | 7800 |\n", - "| time_elapsed | 78 |\n", - "| total_timesteps | 39000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.00182 |\n", - "| explained_variance | -85.5 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 7799 |\n", - "| policy_loss | -1.61e-05 |\n", - "| value_loss | 0.0024 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.75 |\n", - "| time/ | |\n", - "| fps | 496 |\n", - "| iterations | 7900 |\n", - "| time_elapsed | 79 |\n", - "| total_timesteps | 39500 |\n", - "| train/ | |\n", - "| entropy_loss | -4.2e-05 |\n", - "| explained_variance | -2.79 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 7899 |\n", - "| policy_loss | -2.91e-08 |\n", - "| value_loss | 0.000117 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.89 |\n", - "| time/ | |\n", - "| fps | 496 |\n", - "| iterations | 8000 |\n", - "| time_elapsed | 80 |\n", - "| total_timesteps | 40000 |\n", - "| train/ | |\n", - "| entropy_loss | -4.72e-05 |\n", - "| explained_variance | -6.33 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 7999 |\n", - "| policy_loss | 2.48e-08 |\n", - "| value_loss | 0.000107 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.89 |\n", - "| time/ | |\n", - "| fps | 494 |\n", - "| iterations | 8100 |\n", - "| time_elapsed | 81 |\n", - "| total_timesteps | 40500 |\n", - "| train/ | |\n", - "| entropy_loss | -5.16e-05 |\n", - "| explained_variance | -36.9 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 8099 |\n", - "| policy_loss | 9.4e-08 |\n", - "| value_loss | 0.00076 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.89 |\n", - "| time/ | |\n", - "| fps | 495 |\n", - "| iterations | 8200 |\n", - "| time_elapsed | 82 |\n", - "| total_timesteps | 41000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0548 |\n", - "| explained_variance | -546 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 8199 |\n", - "| policy_loss | -0.000176 |\n", - "| value_loss | 0.000889 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.89 |\n", - "| time/ | |\n", - "| fps | 496 |\n", - "| iterations | 8300 |\n", - "| time_elapsed | 83 |\n", - "| total_timesteps | 41500 |\n", - "| train/ | |\n", - "| entropy_loss | -3.1e-05 |\n", - "| explained_variance | -218 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 8299 |\n", - "| policy_loss | -1.05e-07 |\n", - "| value_loss | 0.00313 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.89 |\n", - "| time/ | |\n", - "| fps | 497 |\n", - "| iterations | 8400 |\n", - "| time_elapsed | 84 |\n", - "| total_timesteps | 42000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000147 |\n", - "| explained_variance | 0.352 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 8399 |\n", - "| policy_loss | -2.78e-07 |\n", - "| value_loss | 0.000407 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.91 |\n", - "| time/ | |\n", - "| fps | 498 |\n", - "| iterations | 8500 |\n", - "| time_elapsed | 85 |\n", - "| total_timesteps | 42500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.00107 |\n", - "| explained_variance | 0.337 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 8499 |\n", - "| policy_loss | -9.07e-07 |\n", - "| value_loss | 3.08e-05 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.91 |\n", - "| time/ | |\n", - "| fps | 499 |\n", - "| iterations | 8600 |\n", - "| time_elapsed | 86 |\n", - "| total_timesteps | 43000 |\n", - "| train/ | |\n", - "| entropy_loss | -5.22e-05 |\n", - "| explained_variance | -15 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 8599 |\n", - "| policy_loss | 4.52e-08 |\n", - "| value_loss | 0.000178 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.91 |\n", - "| time/ | |\n", - "| fps | 500 |\n", - "| iterations | 8700 |\n", - "| time_elapsed | 86 |\n", - "| total_timesteps | 43500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.00785 |\n", - "| explained_variance | -18.2 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 8699 |\n", - "| policy_loss | 4.87e-06 |\n", - "| value_loss | 0.000465 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.93 |\n", - "| time/ | |\n", - "| fps | 500 |\n", - "| iterations | 8800 |\n", - "| time_elapsed | 87 |\n", - "| total_timesteps | 44000 |\n", - "| train/ | |\n", - "| entropy_loss | -1.64e-05 |\n", - "| explained_variance | -782 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 8799 |\n", - "| policy_loss | 3.45e-08 |\n", - "| value_loss | 0.0017 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.93 |\n", - "| time/ | |\n", - "| fps | 499 |\n", - "| iterations | 8900 |\n", - "| time_elapsed | 89 |\n", - "| total_timesteps | 44500 |\n", - "| train/ | |\n", - "| entropy_loss | -1.96e-05 |\n", - "| explained_variance | 0.653 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 8899 |\n", - "| policy_loss | -4.03e-09 |\n", - "| value_loss | 1.45e-05 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.96 |\n", - "| time/ | |\n", - "| fps | 499 |\n", - "| iterations | 9000 |\n", - "| time_elapsed | 90 |\n", - "| total_timesteps | 45000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.00166 |\n", - "| explained_variance | -0.67 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 8999 |\n", - "| policy_loss | 1.31e-06 |\n", - "| value_loss | 6.26e-05 |\n", - "------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.96 |\n", - "| time/ | |\n", - "| fps | 500 |\n", - "| iterations | 9100 |\n", - "| time_elapsed | 90 |\n", - "| total_timesteps | 45500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0773 |\n", - "| explained_variance | -7.23 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 9099 |\n", - "| policy_loss | 0.00315 |\n", - "| value_loss | 0.0152 |\n", - "------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.96 |\n", - "| time/ | |\n", - "| fps | 501 |\n", - "| iterations | 9200 |\n", - "| time_elapsed | 91 |\n", - "| total_timesteps | 46000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.00672 |\n", - "| explained_variance | 0.286 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 9199 |\n", - "| policy_loss | -8.5e-05 |\n", - "| value_loss | 0.0159 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.96 |\n", - "| time/ | |\n", - "| fps | 500 |\n", - "| iterations | 9300 |\n", - "| time_elapsed | 92 |\n", - "| total_timesteps | 46500 |\n", - "| train/ | |\n", - "| entropy_loss | -3.55e-05 |\n", - "| explained_variance | -40.9 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 9299 |\n", - "| policy_loss | 1.9e-07 |\n", - "| value_loss | 0.00489 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 3.96 |\n", - "| time/ | |\n", - "| fps | 500 |\n", - "| iterations | 9400 |\n", - "| time_elapsed | 93 |\n", - "| total_timesteps | 47000 |\n", - "| train/ | |\n", - "| entropy_loss | -1.34e-05 |\n", - "| explained_variance | -1.13 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 9399 |\n", - "| policy_loss | -1.72e-08 |\n", - "| value_loss | 0.000371 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.03 |\n", - "| time/ | |\n", - "| fps | 498 |\n", - "| iterations | 9500 |\n", - "| time_elapsed | 95 |\n", - "| total_timesteps | 47500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.00862 |\n", - "| explained_variance | 0.0816 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 9499 |\n", - "| policy_loss | 0.000195 |\n", - "| value_loss | 0.00638 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.03 |\n", - "| time/ | |\n", - "| fps | 499 |\n", - "| iterations | 9600 |\n", - "| time_elapsed | 96 |\n", - "| total_timesteps | 48000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000169 |\n", - "| explained_variance | -27.3 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 9599 |\n", - "| policy_loss | -7.44e-07 |\n", - "| value_loss | 0.00105 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.03 |\n", - "| time/ | |\n", - "| fps | 500 |\n", - "| iterations | 9700 |\n", - "| time_elapsed | 96 |\n", - "| total_timesteps | 48500 |\n", - "| train/ | |\n", - "| entropy_loss | -1.04e-05 |\n", - "| explained_variance | -391 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 9699 |\n", - "| policy_loss | -9.23e-09 |\n", - "| value_loss | 0.000265 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.07 |\n", - "| time/ | |\n", - "| fps | 500 |\n", - "| iterations | 9800 |\n", - "| time_elapsed | 97 |\n", - "| total_timesteps | 49000 |\n", - "| train/ | |\n", - "| entropy_loss | -9.36e-06 |\n", - "| explained_variance | -107 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 9799 |\n", - "| policy_loss | -5.86e-08 |\n", - "| value_loss | 0.02 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.07 |\n", - "| time/ | |\n", - "| fps | 501 |\n", - "| iterations | 9900 |\n", - "| time_elapsed | 98 |\n", - "| total_timesteps | 49500 |\n", - "| train/ | |\n", - "| entropy_loss | -8.65e-06 |\n", - "| explained_variance | 0.32 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 9899 |\n", - "| policy_loss | -3.26e-09 |\n", - "| value_loss | 5.4e-05 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.1 |\n", - "| time/ | |\n", - "| fps | 502 |\n", - "| iterations | 10000 |\n", - "| time_elapsed | 99 |\n", - "| total_timesteps | 50000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0413 |\n", - "| explained_variance | -3 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 9999 |\n", - "| policy_loss | -0.000313 |\n", - "| value_loss | 0.0035 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.1 |\n", - "| time/ | |\n", - "| fps | 503 |\n", - "| iterations | 10100 |\n", - "| time_elapsed | 100 |\n", - "| total_timesteps | 50500 |\n", - "| train/ | |\n", - "| entropy_loss | -1.79e-05 |\n", - "| explained_variance | -5.63 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 10099 |\n", - "| policy_loss | -2.27e-08 |\n", - "| value_loss | 0.000454 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.1 |\n", - "| time/ | |\n", - "| fps | 504 |\n", - "| iterations | 10200 |\n", - "| time_elapsed | 101 |\n", - "| total_timesteps | 51000 |\n", - "| train/ | |\n", - "| entropy_loss | -1.18e-05 |\n", - "| explained_variance | -11.5 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 10199 |\n", - "| policy_loss | -8.32e-11 |\n", - "| value_loss | 8.65e-06 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.15 |\n", - "| time/ | |\n", - "| fps | 505 |\n", - "| iterations | 10300 |\n", - "| time_elapsed | 101 |\n", - "| total_timesteps | 51500 |\n", - "| train/ | |\n", - "| entropy_loss | -8.26e-06 |\n", - "| explained_variance | -71 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 10299 |\n", - "| policy_loss | 6.27e-08 |\n", - "| value_loss | 0.02 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.15 |\n", - "| time/ | |\n", - "| fps | 506 |\n", - "| iterations | 10400 |\n", - "| time_elapsed | 102 |\n", - "| total_timesteps | 52000 |\n", - "| train/ | |\n", - "| entropy_loss | -6.55e-06 |\n", - "| explained_variance | -0.211 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 10399 |\n", - "| policy_loss | -4.58e-09 |\n", - "| value_loss | 0.000106 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.16 |\n", - "| time/ | |\n", - "| fps | 506 |\n", - "| iterations | 10500 |\n", - "| time_elapsed | 103 |\n", - "| total_timesteps | 52500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000476 |\n", - "| explained_variance | 0.137 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 10499 |\n", - "| policy_loss | 1.09e-05 |\n", - "| value_loss | 0.0105 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.16 |\n", - "| time/ | |\n", - "| fps | 507 |\n", - "| iterations | 10600 |\n", - "| time_elapsed | 104 |\n", - "| total_timesteps | 53000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000173 |\n", - "| explained_variance | -4.39 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 10599 |\n", - "| policy_loss | -7.69e-08 |\n", - "| value_loss | 4.97e-05 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.16 |\n", - "| time/ | |\n", - "| fps | 507 |\n", - "| iterations | 10700 |\n", - "| time_elapsed | 105 |\n", - "| total_timesteps | 53500 |\n", - "| train/ | |\n", - "| entropy_loss | -9.85e-05 |\n", - "| explained_variance | -20.5 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 10699 |\n", - "| policy_loss | 8.42e-08 |\n", - "| value_loss | 0.000104 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.22 |\n", - "| time/ | |\n", - "| fps | 507 |\n", - "| iterations | 10800 |\n", - "| time_elapsed | 106 |\n", - "| total_timesteps | 54000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.148 |\n", - "| explained_variance | -2.03 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 10799 |\n", - "| policy_loss | -0.0186 |\n", - "| value_loss | 0.0698 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.22 |\n", - "| time/ | |\n", - "| fps | 506 |\n", - "| iterations | 10900 |\n", - "| time_elapsed | 107 |\n", - "| total_timesteps | 54500 |\n", - "| train/ | |\n", - "| entropy_loss | -2.02e-05 |\n", - "| explained_variance | -57.6 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 10899 |\n", - "| policy_loss | -1.98e-08 |\n", - "| value_loss | 0.000826 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.27 |\n", - "| time/ | |\n", - "| fps | 505 |\n", - "| iterations | 11000 |\n", - "| time_elapsed | 108 |\n", - "| total_timesteps | 55000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0911 |\n", - "| explained_variance | -4.77 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 10999 |\n", - "| policy_loss | -0.00143 |\n", - "| value_loss | 0.000716 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.27 |\n", - "| time/ | |\n", - "| fps | 506 |\n", - "| iterations | 11100 |\n", - "| time_elapsed | 109 |\n", - "| total_timesteps | 55500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.000402 |\n", - "| explained_variance | 0.0619 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 11099 |\n", - "| policy_loss | -6.09e-07 |\n", - "| value_loss | 0.000419 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.27 |\n", - "| time/ | |\n", - "| fps | 507 |\n", - "| iterations | 11200 |\n", - "| time_elapsed | 110 |\n", - "| total_timesteps | 56000 |\n", - "| train/ | |\n", - "| entropy_loss | -1.35e-05 |\n", - "| explained_variance | -6.5 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 11199 |\n", - "| policy_loss | 1.39e-09 |\n", - "| value_loss | 7.5e-06 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.34 |\n", - "| time/ | |\n", - "| fps | 508 |\n", - "| iterations | 11300 |\n", - "| time_elapsed | 111 |\n", - "| total_timesteps | 56500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0665 |\n", - "| explained_variance | -5.49 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 11299 |\n", - "| policy_loss | -0.00321 |\n", - "| value_loss | 0.0091 |\n", - "------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.34 |\n", - "| time/ | |\n", - "| fps | 508 |\n", - "| iterations | 11400 |\n", - "| time_elapsed | 112 |\n", - "| total_timesteps | 57000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.189 |\n", - "| explained_variance | 0.0177 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 11399 |\n", - "| policy_loss | -0.0167 |\n", - "| value_loss | 0.0179 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.4 |\n", - "| time/ | |\n", - "| fps | 509 |\n", - "| iterations | 11500 |\n", - "| time_elapsed | 112 |\n", - "| total_timesteps | 57500 |\n", - "| train/ | |\n", - "| entropy_loss | -7.45e-05 |\n", - "| explained_variance | -2.02 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 11499 |\n", - "| policy_loss | -3.06e-08 |\n", - "| value_loss | 0.000136 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.4 |\n", - "| time/ | |\n", - "| fps | 509 |\n", - "| iterations | 11600 |\n", - "| time_elapsed | 113 |\n", - "| total_timesteps | 58000 |\n", - "| train/ | |\n", - "| entropy_loss | -1.81e-05 |\n", - "| explained_variance | -3.93 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 11599 |\n", - "| policy_loss | -2.58e-08 |\n", - "| value_loss | 0.000518 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.4 |\n", - "| time/ | |\n", - "| fps | 510 |\n", - "| iterations | 11700 |\n", - "| time_elapsed | 114 |\n", - "| total_timesteps | 58500 |\n", - "| train/ | |\n", - "| entropy_loss | -1.36e-05 |\n", - "| explained_variance | -1 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 11699 |\n", - "| policy_loss | 1.31e-08 |\n", - "| value_loss | 0.00024 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.46 |\n", - "| time/ | |\n", - "| fps | 511 |\n", - "| iterations | 11800 |\n", - "| time_elapsed | 115 |\n", - "| total_timesteps | 59000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.0135 |\n", - "| explained_variance | -411 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 11799 |\n", - "| policy_loss | -5.77e-05 |\n", - "| value_loss | 0.0411 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.46 |\n", - "| time/ | |\n", - "| fps | 511 |\n", - "| iterations | 11900 |\n", - "| time_elapsed | 116 |\n", - "| total_timesteps | 59500 |\n", - "| train/ | |\n", - "| entropy_loss | -6.72e-06 |\n", - "| explained_variance | -16.2 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 11899 |\n", - "| policy_loss | 3.43e-09 |\n", - "| value_loss | 0.000141 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.58 |\n", - "| time/ | |\n", - "| fps | 512 |\n", - "| iterations | 12000 |\n", - "| time_elapsed | 117 |\n", - "| total_timesteps | 60000 |\n", - "| train/ | |\n", - "| entropy_loss | -0.109 |\n", - "| explained_variance | -296 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 11999 |\n", - "| policy_loss | -0.00281 |\n", - "| value_loss | 0.00196 |\n", - "------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.58 |\n", - "| time/ | |\n", - "| fps | 513 |\n", - "| iterations | 12100 |\n", - "| time_elapsed | 117 |\n", - "| total_timesteps | 60500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.127 |\n", - "| explained_variance | -62.9 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 12099 |\n", - "| policy_loss | 0.00434 |\n", - "| value_loss | 0.00447 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.58 |\n", - "| time/ | |\n", - "| fps | 513 |\n", - "| iterations | 12200 |\n", - "| time_elapsed | 118 |\n", - "| total_timesteps | 61000 |\n", - "| train/ | |\n", - "| entropy_loss | -3.73e-06 |\n", - "| explained_variance | -4.17e+03 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 12199 |\n", - "| policy_loss | -0 |\n", - "| value_loss | 0.00113 |\n", - "-------------------------------------\n", - "------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.64 |\n", - "| time/ | |\n", - "| fps | 512 |\n", - "| iterations | 12300 |\n", - "| time_elapsed | 119 |\n", - "| total_timesteps | 61500 |\n", - "| train/ | |\n", - "| entropy_loss | -0.101 |\n", - "| explained_variance | -3.02 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 12299 |\n", - "| policy_loss | -0.0116 |\n", - "| value_loss | 0.00124 |\n", - "------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.64 |\n", - "| time/ | |\n", - "| fps | 511 |\n", - "| iterations | 12400 |\n", - "| time_elapsed | 121 |\n", - "| total_timesteps | 62000 |\n", - "| train/ | |\n", - "| entropy_loss | -5.36e-06 |\n", - "| explained_variance | -5.34 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 12399 |\n", - "| policy_loss | -7.3e-10 |\n", - "| value_loss | 0.000114 |\n", - "-------------------------------------\n", - "-------------------------------------\n", - "| rollout/ | |\n", - "| ep_len_mean | 1.25e+03 |\n", - "| ep_rew_mean | 4.66 |\n", - "| time/ | |\n", - "| fps | 509 |\n", - "| iterations | 12500 |\n", - "| time_elapsed | 122 |\n", - "| total_timesteps | 62500 |\n", - "| train/ | |\n", - "| entropy_loss | -1.03e-05 |\n", - "| explained_variance | -242 |\n", - "| learning_rate | 0.0007 |\n", - "| n_updates | 12499 |\n", - "| policy_loss | -1.03e-07 |\n", - "| value_loss | 0.0234 |\n", - "-------------------------------------\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 40, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "model = A2C(\"MlpPolicy\", env, verbose=1)\n", - "\n", - "amount_of_timesteps = AMOUNT_OF_EPISODES * len(train_df)\n", - "print('amount_of_timesteps',amount_of_timesteps)\n", - "\n", - "model.learn(total_timesteps=amount_of_timesteps)" + "seed_results = []\n", + "trained_models = []\n", + "\n", + "progress = tqdm(range(N_SEEDS), desc=\"Training seeds\")\n", + "for seed in progress:\n", + " set_all_seeds(seed)\n", + "\n", + " train_env = MyCustomEnv(\n", + " df=train_df,\n", + " frame_bound=(WINDOW_SIZE, len(train_df)),\n", + " window_size=WINDOW_SIZE)\n", + "\n", + " model = PPO(\"MlpPolicy\", train_env, verbose=0, seed=seed)\n", + "\n", + " amount_of_timesteps = AMOUNT_OF_EPISODES * len(train_df)\n", + " model.learn(total_timesteps=amount_of_timesteps)\n", + "\n", + " test_env = MyCustomEnv(\n", + " df=test_df,\n", + " frame_bound=(WINDOW_SIZE, len(test_df)),\n", + " window_size=WINDOW_SIZE)\n", + "\n", + " observation, info = test_env.reset()\n", + " while True:\n", + " action, _ = model.predict(observation, deterministic=True)\n", + " observation, reward, terminated, truncated, info = test_env.step(action)\n", + " done = terminated or truncated\n", + "\n", + " if done:\n", + " peak_value = np.max(test_env.history['total_profit'])\n", + " trough_value = np.min(test_env.history['total_profit'])\n", + " final_capital = info['total_profit']\n", + " calmar_ratio = calculate_calmar_ratio(\n", + " INITIAL_CAPITAL, \n", + " final_capital, \n", + " peak_value, \n", + " trough_value)\n", + "\n", + " seed_results.append({\n", + " 'seed': seed,\n", + " 'calmar_ratio': calmar_ratio,\n", + " 'total_reward': info['total_reward'],\n", + " 'total_profit': info['total_profit'],\n", + " })\n", + " break\n", + "\n", + " trained_models.append({\n", + " 'seed': seed, \n", + " 'model': model, \n", + " 'train_env': train_env, \n", + " 'test_env': test_env})\n", + " \n", + " progress.set_postfix(\n", + " calmar=f\"{calmar_ratio:.3f}\", \n", + " reward=f\"{info['total_reward']:.3f}\", \n", + " profit=f\"{info['total_profit']:.3f}\")\n", + "\n", + "results_df = pd.DataFrame(seed_results)\n", + "results_df" ] }, { @@ -3516,7 +610,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/", @@ -3535,234 +629,19 @@ "id": "0q8PgW-NKPaA", "outputId": "9352abdf-b6d0-4f31-a5e8-e3288f515572" }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - ":32: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " self.df['Close_lag1'] = self.df['Close'].shift(1)\n", - ":33: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " self.df['RSI_lag1'] = self.df['RSI'].shift(1)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "info: {'total_reward': 3.944918998166855, 'total_profit': 2.4438538930820144, 'position': }\n", - "peak_value 4.117413080534668\n", - "tough_value 1.0\n", - "calmar_ratio 1.9070115997387078\n" - ] - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - ":32: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " self.df['Close_lag1'] = self.df['Close'].shift(1)\n", - ":33: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " self.df['RSI_lag1'] = self.df['RSI'].shift(1)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "info: {'total_reward': 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - ":32: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " self.df['Close_lag1'] = self.df['Close'].shift(1)\n", - ":33: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " self.df['RSI_lag1'] = self.df['RSI'].shift(1)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "info: {'total_reward': 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - ":32: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " self.df['Close_lag1'] = self.df['Close'].shift(1)\n", - ":33: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " self.df['RSI_lag1'] = self.df['RSI'].shift(1)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "info: {'total_reward': 4.152615708507419, 'total_profit': 2.645397937765188, 'position': }\n", - "peak_value 4.318957125217842\n", - "tough_value 1.0\n", - "calmar_ratio 2.14115545305915\n" - ] - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - ":32: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " self.df['Close_lag1'] = self.df['Close'].shift(1)\n", - ":33: SettingWithCopyWarning: \n", - "A value is trying to be set on a copy of a slice from a DataFrame.\n", - "Try using .loc[row_indexer,col_indexer] = value instead\n", - "\n", - "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", - " self.df['RSI_lag1'] = self.df['RSI'].shift(1)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "info: {'total_reward': 5.624599326634015, 'total_profit': 4.126485335404359, 'position': }\n", - "peak_value 5.57206824017794\n", - "tough_value 1.0\n", - "calmar_ratio 3.810308316857208\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "calmar_ratio_list = []\n", - "total_reward_list = []\n", - "total_profit_list = []\n", - "\n", - "for i in range(5):\n", - " env = MyCustomEnv(df=test_df, frame_bound=(WINDOW_SIZE, len(test_df)), window_size=WINDOW_SIZE)\n", - "\n", - " observation, info = env.reset()\n", - " while True:\n", - " action = model.predict(observation)\n", - " observation, reward, terminated, truncated, info = env.step(action[0])\n", - " done = terminated or truncated\n", - "\n", - " if done:\n", - " print(\"info:\", info)\n", - " peak_value = np.max(env.history['total_profit'])\n", - " tough_value = np.min(env.history['total_profit'])\n", - " final_capital = info['total_profit']\n", - " print('peak_value',peak_value)\n", - " print('tough_value',tough_value)\n", - " calmar_ratio = calculate_calmar_ratio(INITIAL_CAPITAL,final_capital,peak_value,tough_value)\n", - " print('calmar_ratio',calmar_ratio)\n", - " calmar_ratio_list.append(calmar_ratio)\n", - " total_reward_list.append(info['total_reward'])\n", - " total_profit_list.append(info['total_profit'])\n", - " break\n", - "\n", - " plt.cla()\n", - " env.unwrapped.render_all()\n", - " plt.show()" + "calmar_ratio_list = results_df['calmar_ratio'].tolist()\n", + "total_reward_list = results_df['total_reward'].tolist()\n", + "total_profit_list = results_df['total_profit'].tolist()\n", + "\n", + "test_env = trained_models[-1]['test_env']\n", + "model = trained_models[-1]['model']" ] }, { "cell_type": "code", - "execution_count": 42, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -3780,37 +659,14 @@ "id": "QSL5DXXwqIIM", "outputId": "4aad2892-3376-4518-cafd-091a974a26d9" }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.11/dist-packages/ipykernel/ipkernel.py:283: DeprecationWarning: `should_run_async` will not call `transform_cell` automatically in the future. Please pass the result to `transformed_cell` argument and any exception that happen during thetransform in `preprocessing_exc_tuple` in IPython 7.17 and above.\n", - " and should_run_async(code)\n" - ] - }, - { - "data": { - "text/plain": [ - "[1.9070115997387078,\n", - " 2.415671338328823,\n", - " 2.0996670734148823,\n", - " 2.14115545305915,\n", - " 3.810308316857208]" - ] - }, - "execution_count": 42, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "calmar_ratio_list" ] }, { "cell_type": "code", - "execution_count": 43, + "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" @@ -3828,71 +684,100 @@ "id": "4FOOH3ASijN2", "outputId": "39deab5b-da98-4606-8410-240ff3d6973d" }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Average Calmar Ratio: 2.4747627562797545\n", - "Average Total Reward: 4.445424920518851\n", - "Average Total Profit: 2.9425908979993767\n" - ] - } - ], + "outputs": [], "source": [ - "print('Average Calmar Ratio: ', np.mean(calmar_ratio_list))\n", - "print('Average Total Reward: ', np.mean(total_reward_list))\n", - "print('Average Total Profit: ', np.mean(total_profit_list))" + "print(f\"Calmar ratio: mean={results_df['calmar_ratio'].mean():.4f} std={results_df['calmar_ratio'].std():.4f}\")\n", + "print(f\"Total reward: mean={results_df['total_reward'].mean():.4f} std={results_df['total_reward'].std():.4f}\")\n", + "print(f\"Total profit: mean={results_df['total_profit'].mean():.4f} std={results_df['total_profit'].std():.4f}\")\n", + "\n", + "results_df.describe()" ] }, { "cell_type": "code", - "execution_count": 44, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 472 - }, - "executionInfo": { - "elapsed": 229, - "status": "ok", - "timestamp": 1738937493560, - "user": { - "displayName": "Shartil Shartilov", - "userId": "01156382573054283921" - }, - "user_tz": 0 - }, - "id": "5R3ko1HMaWqd", - "outputId": "322e9b70-c852-44f7-aaa4-db8d98c95c00" - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ - "total_reward_list = [0] * WINDOW_SIZE\n", - "agent_reward_list = [reward - INITIAL_CAPITAL for reward in env.history['total_reward']]\n", + "# Select the run closest to the MEDIAN calmar ratio\n", + "median_calmar = results_df['calmar_ratio'].median()\n", + "representative_seed_row = results_df.iloc[(results_df['calmar_ratio'] - median_calmar).abs().idxmin()]\n", + "representative_run = next(r for r in trained_models if r['seed'] == representative_seed_row['seed'])\n", "\n", - "total_reward_list.extend(agent_reward_list)\n", + "plt.figure()\n", + "representative_run['test_env'].unwrapped.render_all()\n", + "plt.suptitle(f\"Representative Run (Seed {representative_run['seed']}, closest to median Calmar ratio)\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Collect each seed's per-timestep cumulative reward curve\n", + "all_curves = []\n", + "for run in trained_models:\n", + " agent_reward_list = [r - INITIAL_CAPITAL for r in run['test_env'].history['total_reward']]\n", + " curve = [0] * WINDOW_SIZE + agent_reward_list\n", + " all_curves.append(curve)\n", + "\n", + "all_curves = np.array(all_curves)\n", + "mean_curve = all_curves.mean(axis=0)\n", + "std_curve = all_curves.std(axis=0)\n", + "timesteps = np.arange(all_curves.shape[1])\n", "\n", - "plt.plot(total_reward_list)\n", - "plt.title(f\"Cumulative Reward Over Time - Look Back Window of {WINDOW_SIZE} Days\")\n", + "plt.figure(figsize=(10, 6))\n", + "plt.plot(timesteps, mean_curve, color='#023047', label='Mean cumulative reward')\n", + "plt.fill_between(timesteps, mean_curve - std_curve, mean_curve + std_curve,\n", + " color='#8ecae6', alpha=0.4, label='± 1 std across seeds')\n", "\n", + "plt.axvline(x=0, color='blue', linestyle='dotted', linewidth=1, label='Look Back Window Area')\n", + "plt.axvline(x=WINDOW_SIZE, color='blue', linestyle='dotted', linewidth=1)\n", + "\n", + "plt.title(f\"Cumulative Reward Over Time (mean ± std, N={N_SEEDS} seeds) - Look Back Window of {WINDOW_SIZE} Days\")\n", "plt.xlabel('Time Steps')\n", "plt.ylabel('Cumulative Reward')\n", - "\n", + "plt.legend(fontsize=8, loc='upper left')\n", "plt.grid()\n", "plt.show()" ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "n_long = sum(1 for p in representative_run['test_env']._position_history if p == Positions.Long)\n", + "n_short = sum(1 for p in representative_run['test_env']._position_history if p == Positions.Short)\n", + "final_profit = representative_run['test_env'].history['total_profit'][-1]\n", + "\n", + "print(f\"window={WINDOW_SIZE} seed={representative_run['seed']} n_long={n_long} n_short={n_short} final_profit={final_profit:.4f}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "results_df_with_window = results_df.copy()\n", + "results_df_with_window['window_size'] = WINDOW_SIZE\n", + "\n", + "os.makedirs(os.path.dirname(RESULTS_CSV_PATH), exist_ok=True)\n", + "\n", + "if os.path.exists(RESULTS_CSV_PATH):\n", + " existing_results = pd.read_csv(RESULTS_CSV_PATH)\n", + " existing_results = existing_results[existing_results['window_size'] != WINDOW_SIZE]\n", + " combined_results = pd.concat([existing_results, results_df_with_window], ignore_index=True)\n", + "else:\n", + " combined_results = results_df_with_window\n", + "\n", + "combined_results = combined_results.sort_values(['window_size', 'seed']).reset_index(drop=True)\n", + "combined_results.to_csv(RESULTS_CSV_PATH, index=False)" + ] } ], "metadata": { @@ -3906,7 +791,16 @@ "name": "python3" }, "language_info": { - "name": "python" + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" } }, "nbformat": 4, From e7dc29f892c0026ffeae2d6eb2345a351e56a5c9 Mon Sep 17 00:00:00 2001 From: mega5800 Date: Thu, 30 Jul 2026 19:46:50 +0300 Subject: [PATCH 16/17] updaetd RESULTS_CSV_PATH --- Code/3. RL Logic/Full_State_Space_Test.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Code/3. RL Logic/Full_State_Space_Test.ipynb b/Code/3. RL Logic/Full_State_Space_Test.ipynb index d82d444..5d5076b 100644 --- a/Code/3. RL Logic/Full_State_Space_Test.ipynb +++ b/Code/3. RL Logic/Full_State_Space_Test.ipynb @@ -110,7 +110,7 @@ "SPLIT_DATE = '2019-01-01'\n", "\n", "DATASET_PATH = \"../../Data/TESLA data/3. LSTM data/data with close predictions.csv\"\n", - "RESULTS_CSV_PATH = \"../../Data/TESLA data/4. RL results/window_size_seed_sweep.csv\"" + "RESULTS_CSV_PATH = \"../../Data/TESLA data/4. RL results/full state space measurements.csv\"" ] }, { From 91e2f82a1f203e8f2a16003fdb89eac6ae73ed81 Mon Sep 17 00:00:00 2001 From: mega5800 Date: Thu, 30 Jul 2026 19:47:18 +0300 Subject: [PATCH 17/17] measured full state space metrics --- .../full state space measurements.csv | 121 ++++++++++++++++++ 1 file changed, 121 insertions(+) create mode 100644 Data/TESLA data/4. RL results/full state space measurements.csv diff --git a/Data/TESLA data/4. RL results/full state space measurements.csv b/Data/TESLA data/4. RL results/full state space measurements.csv new file mode 100644 index 0000000..278c32a --- /dev/null +++ b/Data/TESLA data/4. 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