diff --git a/Pipfile b/Pipfile
index ca0c6b8..1f4d560 100644
--- a/Pipfile
+++ b/Pipfile
@@ -10,7 +10,7 @@ black = "==18.9b0"
 
 [packages]
 sqlalchemy = "*"
-mysql-connector-python = "==8.0.5"
+mysql-connector-python = "==8.0.14"
 pandas = "*"
 progress = "*"
 
diff --git a/Pipfile.lock b/Pipfile.lock
index a40fd52..53800ce 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "6aff663f300814903f26c1acecd5c2e669d90393a4b58a4b6ea641f66b3e975f"
+            "sha256": "13f19245dc6cf6c5fe86186fe5a7e5100368cae70681107aae49e8670d3afa63"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -18,45 +18,65 @@
     "default": {
         "mysql-connector-python": {
             "hashes": [
-                "sha256:1c8e68e111ef14f056f4d20b58012e71b082f9665f1dbeb7e6018093a01811e3",
-                "sha256:570b783857188b253ad690a62154b73fe26a9d598feca9b3ac0679848b6b4cc1",
-                "sha256:7714a294166f2035962f9e229c489cb8b1a3ac1dfc6ea2e226c9c838440c9d83",
-                "sha256:86c2554115a0fad32bbd0a60c3c1752e127fed10db5ef6984236a3482da3aa59",
-                "sha256:90ea4ea81cd9803935ee262629d4d35488adc57e3bd63751ab6ebe1d499bc9af",
-                "sha256:917c98b8a5ac754049bc8b328a06cb1e50fea1a405df4b21b613a87bcee318fc",
-                "sha256:99c5792434355d662edc659a78f4617f7a1421e9e1f7f152dd0bc1e6435f25ea",
-                "sha256:b4f96afc0e08ef73b55b1b690784401edc707a3132a4ad0b9427c8114ef54b10",
-                "sha256:bbf5bbb29c9c75d9cb03b15aab1c21e2cffce5ba9fc79368d18c2bdcc842ef1a",
-                "sha256:edda285eeea5e48e0f450a20944633025192488d3afd737aa4f6fede90d71214"
+                "sha256:174bedcf1a5385c6706cd80a08d39f415f0c46499ef1422a17cb54c45aa1c0b0",
+                "sha256:4a32e7662a3aa7e51f38878a39a177e89390c12473a2620226ba467a8f404b65",
+                "sha256:52800df14bd384681d468a4a3950be73ab321a7209543d5f8151c46c2e950cd0",
+                "sha256:5a9245ab592bccc2080396c1df4540297f5bcb63d0f95e82ddf219fecd7bdd39",
+                "sha256:69951817d983f20579c2135b3f40045bf72712ec35fb1b2e9a641da182898f9f",
+                "sha256:69991618c2adf2ca91b99312fcc8e8c52f54f71a7fb3922d788a7671ba6fa51e",
+                "sha256:7373347b6d45b3006db8184b202e754322b59e97b3376203fc754451450a43ad",
+                "sha256:7c14af7e5a795927e1f4298664502249c504b4b6200d3c0e5271e09c41308e78",
+                "sha256:825cb034488cbb73078137644592428ca841f7029dab0d405baa86d83381f0b0",
+                "sha256:8fd0e187570aa34cbe522ed58cefd3badb8e16b71635ec1caf08db0b6c11db8d",
+                "sha256:90b22f0af9f387dcdc3a0525470f211ff942eb177d558b321ed7448ff953ea21",
+                "sha256:958932a949f6e85c18a2344aeb732befc2d642cbb4ed045f789eb4dc19c8650d",
+                "sha256:95fac1e03d5dd635bbe025edfaf1684966de94615f16f64b15dfa99851be4669",
+                "sha256:a47baf825d43fa94d6b486c0d12d96a2fae1c49ffa42fd9ed869e0b592d73fb5",
+                "sha256:a49cd0d0761e3ceb54b9a2e0966b4df90cdf4b39cf51d0f86ff741e8a9df545f",
+                "sha256:c6ab8dd7509ea415ed68de44033967be0060c52714bd00ca6eb75b1b41a21763",
+                "sha256:ebe252ec11aa9b9c5cbeeecac760f1bc13308c8a4904782caa8a485fd01be8b1",
+                "sha256:eddc4fcb273483067f92d74bd3faef00f998e9e57d72c648e483f64ea7be9a65",
+                "sha256:f1d9a40296d59c1bcf07f98e3cff450d566087278242fadbd87c5e82a4280234"
             ],
             "index": "pypi",
-            "version": "==8.0.5"
+            "version": "==8.0.14"
         },
         "numpy": {
             "hashes": [
-                "sha256:0a7a1dd123aecc9f0076934288ceed7fd9a81ba3919f11a855a7887cbe82a02f",
-                "sha256:0c0763787133dfeec19904c22c7e358b231c87ba3206b211652f8cbe1241deb6",
-                "sha256:3d52298d0be333583739f1aec9026f3b09fdfe3ddf7c7028cb16d9d2af1cca7e",
-                "sha256:43bb4b70585f1c2d153e45323a886839f98af8bfa810f7014b20be714c37c447",
-                "sha256:475963c5b9e116c38ad7347e154e5651d05a2286d86455671f5b1eebba5feb76",
-                "sha256:64874913367f18eb3013b16123c9fed113962e75d809fca5b78ebfbb73ed93ba",
-                "sha256:683828e50c339fc9e68720396f2de14253992c495fdddef77a1e17de55f1decc",
-                "sha256:6ca4000c4a6f95a78c33c7dadbb9495c10880be9c89316aa536eac359ab820ae",
-                "sha256:75fd817b7061f6378e4659dd792c84c0b60533e867f83e0d1e52d5d8e53df88c",
-                "sha256:7d81d784bdbed30137aca242ab307f3e65c8d93f4c7b7d8f322110b2e90177f9",
-                "sha256:8d0af8d3664f142414fd5b15cabfd3b6cc3ef242a3c7a7493257025be5a6955f",
-                "sha256:9679831005fb16c6df3dd35d17aa31dc0d4d7573d84f0b44cc481490a65c7725",
-                "sha256:a8f67ebfae9f575d85fa859b54d3bdecaeece74e3274b0b5c5f804d7ca789fe1",
-                "sha256:acbf5c52db4adb366c064d0b7c7899e3e778d89db585feadd23b06b587d64761",
-                "sha256:ada4805ed51f5bcaa3a06d3dd94939351869c095e30a2b54264f5a5004b52170",
-                "sha256:c7354e8f0eca5c110b7e978034cd86ed98a7a5ffcf69ca97535445a595e07b8e",
-                "sha256:e2e9d8c87120ba2c591f60e32736b82b67f72c37ba88a4c23c81b5b8fa49c018",
-                "sha256:e467c57121fe1b78a8f68dd9255fbb3bb3f4f7547c6b9e109f31d14569f490c3",
-                "sha256:ede47b98de79565fcd7f2decb475e2dcc85ee4097743e551fe26cfc7eb3ff143",
-                "sha256:f58913e9227400f1395c7b800503ebfdb0772f1c33ff8cb4d6451c06cabdf316",
-                "sha256:fe39f5fd4103ec4ca3cb8600b19216cd1ff316b4990f4c0b6057ad982c0a34d5"
+                "sha256:1dbe1c91269f880e364526649a52eff93ac30035507ae980d2fed33aaee633ac",
+                "sha256:357768c2e4451ac241465157a3e929b265dfac85d9214074985b1786244f2ef3",
+                "sha256:3820724272f9913b597ccd13a467cc492a0da6b05df26ea09e78b171a0bb9da6",
+                "sha256:4391bd07606be175aafd267ef9bea87cf1b8210c787666ce82073b05f202add1",
+                "sha256:4aa48afdce4660b0076a00d80afa54e8a97cd49f457d68a4342d188a09451c1a",
+                "sha256:58459d3bad03343ac4b1b42ed14d571b8743dc80ccbf27444f266729df1d6f5b",
+                "sha256:5c3c8def4230e1b959671eb959083661b4a0d2e9af93ee339c7dada6759a9470",
+                "sha256:5f30427731561ce75d7048ac254dbe47a2ba576229250fb60f0fb74db96501a1",
+                "sha256:643843bcc1c50526b3a71cd2ee561cf0d8773f062c8cbaf9ffac9fdf573f83ab",
+                "sha256:67c261d6c0a9981820c3a149d255a76918278a6b03b6a036800359aba1256d46",
+                "sha256:67f21981ba2f9d7ba9ade60c9e8cbaa8cf8e9ae51673934480e45cf55e953673",
+                "sha256:6aaf96c7f8cebc220cdfc03f1d5a31952f027dda050e5a703a0d1c396075e3e7",
+                "sha256:7c4068a8c44014b2d55f3c3f574c376b2494ca9cc73d2f1bd692382b6dffe3db",
+                "sha256:7c7e5fa88d9ff656e067876e4736379cc962d185d5cd808014a8a928d529ef4e",
+                "sha256:7f5ae4f304257569ef3b948810816bc87c9146e8c446053539947eedeaa32786",
+                "sha256:82691fda7c3f77c90e62da69ae60b5ac08e87e775b09813559f8901a88266552",
+                "sha256:8737609c3bbdd48e380d463134a35ffad3b22dc56295eff6f79fd85bd0eeeb25",
+                "sha256:9f411b2c3f3d76bba0865b35a425157c5dcf54937f82bbeb3d3c180789dd66a6",
+                "sha256:a6be4cb0ef3b8c9250c19cc122267263093eee7edd4e3fa75395dfda8c17a8e2",
+                "sha256:bcb238c9c96c00d3085b264e5c1a1207672577b93fa666c3b14a45240b14123a",
+                "sha256:bf2ec4b75d0e9356edea834d1de42b31fe11f726a81dfb2c2112bc1eaa508fcf",
+                "sha256:d136337ae3cc69aa5e447e78d8e1514be8c3ec9b54264e680cf0b4bd9011574f",
+                "sha256:d4bf4d43077db55589ffc9009c0ba0a94fa4908b9586d6ccce2e0b164c86303c",
+                "sha256:d6a96eef20f639e6a97d23e57dd0c1b1069a7b4fd7027482a4c5c451cd7732f4",
+                "sha256:d9caa9d5e682102453d96a0ee10c7241b72859b01a941a397fd965f23b3e016b",
+                "sha256:dd1c8f6bd65d07d3810b90d02eba7997e32abbdf1277a481d698969e921a3be0",
+                "sha256:e31f0bb5928b793169b87e3d1e070f2342b22d5245c755e2b81caa29756246c3",
+                "sha256:ecb55251139706669fdec2ff073c98ef8e9a84473e51e716211b41aa0f18e656",
+                "sha256:ee5ec40fdd06d62fe5d4084bef4fd50fd4bb6bfd2bf519365f569dc470163ab0",
+                "sha256:f17e562de9edf691a42ddb1eb4a5541c20dd3f9e65b09ded2beb0799c0cf29bb",
+                "sha256:fdffbfb6832cd0b300995a2b08b8f6fa9f6e856d562800fea9182316d99c4e8e"
             ],
-            "version": "==1.17.4"
+            "markers": "python_version < '3.11' and python_version >= '3.7'",
+            "version": "==1.21.6"
         },
         "pandas": {
             "hashes": [
@@ -90,26 +110,48 @@
             "index": "pypi",
             "version": "==1.5"
         },
+        "protobuf": {
+            "hashes": [
+                "sha256:095fda15fe04a79c9f0edab09b424be46dd057b15986d235b84c8cea91659df7",
+                "sha256:29eaf8e9db33bc3bae14576ad61370aa2b64ea5d6e6cd705042692e5e0404b10",
+                "sha256:4758b9c22ad0486639a68cea58d38571f233019a73212d78476ec648f68a49a3",
+                "sha256:57a593e40257ab4f164fe6e171651b1386c98f8ec5f5a8643642889c50d4f3c4",
+                "sha256:5f8c7488e74024fa12b46aab4258f707d7d6e94c8d322d7c45cc13770f66ab59",
+                "sha256:7b2dcca25d88ec77358eed3d031c8260b5bf3023fff03a31c9584591c5910833",
+                "sha256:853708afc3a7eed4df28a8d4bd4812f829f8d736c104dd8d584ccff27969e311",
+                "sha256:863f65e137d9de4a76cac39ae731a19bea1c30997f512ecf0dc9348112313401",
+                "sha256:9b42afb67e19010cdda057e439574ccd944902ea14b0d52ba0bfba2aad50858d",
+                "sha256:b82ac05b0651a4d2b9d56f5aeef3d711f5858eb4b71c13d77553739e5930a74a",
+                "sha256:d622dc75e289e8b3031dd8b4e87df508f11a6b3d86a49fb50256af7ce030d35b",
+                "sha256:e3d3df3292ab4bae85213b9ebef566b5aedb45f97425a92fac5b2e431d31e71c",
+                "sha256:ef0768a609a02b2b412fa0f59f1242f1597e9bb15188d043f3fde09115ca6c69",
+                "sha256:f2f43ae8dff452aee3026b59ea0a09245ab2529a55a0984992e76bcf848610e1"
+            ],
+            "markers": "python_version >= '3.7'",
+            "version": "==4.21.2"
+        },
         "python-dateutil": {
             "hashes": [
-                "sha256:73ebfe9dbf22e832286dafa60473e4cd239f8592f699aa5adaf10050e6e1823c",
-                "sha256:75bb3f31ea686f1197762692a9ee6a7550b59fc6ca3a1f4b5d7e32fb98e2da2a"
+                "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86",
+                "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"
             ],
-            "version": "==2.8.1"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==2.8.2"
         },
         "pytz": {
             "hashes": [
-                "sha256:1c557d7d0e871de1f5ccd5833f60fb2550652da6be2693c1e02300743d21500d",
-                "sha256:b02c06db6cf09c12dd25137e563b31700d3b80fcc4ad23abb7a315f2789819be"
+                "sha256:1e760e2fe6a8163bc0b3d9a19c4f84342afa0a2affebfaa84b01b978a02ecaa7",
+                "sha256:e68985985296d9a66a881eb3193b0906246245294a881e7c8afe623866ac6a5c"
             ],
-            "version": "==2019.3"
+            "version": "==2022.1"
         },
         "six": {
             "hashes": [
-                "sha256:1f1b7d42e254082a9db6279deae68afb421ceba6158efa6131de7b3003ee93fd",
-                "sha256:30f610279e8b2578cab6db20741130331735c781b56053c59c4076da27f06b66"
+                "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926",
+                "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"
             ],
-            "version": "==1.13.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==1.16.0"
         },
         "sqlalchemy": {
             "hashes": [
@@ -122,17 +164,18 @@
     "develop": {
         "appdirs": {
             "hashes": [
-                "sha256:9e5896d1372858f8dd3344faf4e5014d21849c756c8d5701f78f8a103b372d92",
-                "sha256:d8b24664561d0d34ddfaec54636d502d7cea6e29c3eaf68f3df6180863e2166e"
+                "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41",
+                "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"
             ],
-            "version": "==1.4.3"
+            "version": "==1.4.4"
         },
         "attrs": {
             "hashes": [
-                "sha256:08a96c641c3a74e44eb59afb61a24f2cb9f4d7188748e76ba4bb5edfa3cb7d1c",
-                "sha256:f7b7ce16570fe9965acd6d30101a28f62fb4a7f9e926b3bbc9b61f8b04247e72"
+                "sha256:2d27e3784d7a565d36ab851fe94887c5eccd6a463168875832a1be79c82828b4",
+                "sha256:626ba8234211db98e869df76230a137c4c40a12d72445c45d5f5b716f076e2fd"
             ],
-            "version": "==19.3.0"
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3, 3.4'",
+            "version": "==21.4.0"
         },
         "black": {
             "hashes": [
@@ -144,16 +187,18 @@
         },
         "click": {
             "hashes": [
-                "sha256:2335065e6395b9e67ca716de5f7526736bfa6ceead690adf616d925bdc622b13",
-                "sha256:5b94b49521f6456670fdb30cd82a4eca9412788a93fa6dd6df72c94d5a8ff2d7"
+                "sha256:7682dc8afb30297001674575ea00d1814d808d6a36af415a82bd481d37ba7b8e",
+                "sha256:bb4d8133cb15a609f44e8213d9b391b0809795062913b383c62be0ee95b1db48"
             ],
-            "version": "==7.0"
+            "markers": "python_version >= '3.7'",
+            "version": "==8.1.3"
         },
         "entrypoints": {
             "hashes": [
                 "sha256:589f874b313739ad35be6e0cd7efde2a4e9b6fea91edcc34e58ecbb8dbe56d19",
                 "sha256:c70dd71abe5a8c85e55e12c19bd91ccfeec11a6e99044204511f9ed547d48451"
             ],
+            "markers": "python_version >= '2.7'",
             "version": "==0.3"
         },
         "flake8": {
@@ -164,6 +209,14 @@
             "index": "pypi",
             "version": "==3.7.9"
         },
+        "importlib-metadata": {
+            "hashes": [
+                "sha256:637245b8bab2b6502fcbc752cc4b7a6f6243bb02b31c5c26156ad103d3d45670",
+                "sha256:7401a975809ea1fdc658c3aa4f78cc2195a0e019c5cbc4c06122884e9ae80c23"
+            ],
+            "markers": "python_version < '3.8'",
+            "version": "==4.12.0"
+        },
         "mccabe": {
             "hashes": [
                 "sha256:ab8a6258860da4b6677da4bd2fe5dc2c659cff31b3ee4f7f5d64e79735b80d42",
@@ -203,6 +256,7 @@
                 "sha256:95a2219d12372f05704562a14ec30bc76b05a5b297b21a5dfe3f6fac3491ae56",
                 "sha256:e40a936c9a450ad81df37f549d676d127b1b66000a6c500caa2b085bc0ca976c"
             ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==2.5.0"
         },
         "pyflakes": {
@@ -210,47 +264,67 @@
                 "sha256:17dbeb2e3f4d772725c777fabc446d5634d1038f234e77343108ce445ea69ce0",
                 "sha256:d976835886f8c5b31d47970ed689944a0262b5f3afa00a5a7b4dc81e5449f8a2"
             ],
+            "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==2.1.1"
         },
         "toml": {
             "hashes": [
-                "sha256:229f81c57791a41d65e399fc06bf0848bab550a9dfd5ed66df18ce5f05e73d5c",
-                "sha256:235682dd292d5899d361a811df37e04a8828a5b1da3115886b73cf81ebc9100e"
+                "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b",
+                "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"
             ],
-            "version": "==0.10.0"
+            "markers": "python_version >= '2.6' and python_version not in '3.0, 3.1, 3.2, 3.3'",
+            "version": "==0.10.2"
         },
         "typed-ast": {
             "hashes": [
-                "sha256:1170afa46a3799e18b4c977777ce137bb53c7485379d9706af8a59f2ea1aa161",
-                "sha256:18511a0b3e7922276346bcb47e2ef9f38fb90fd31cb9223eed42c85d1312344e",
-                "sha256:262c247a82d005e43b5b7f69aff746370538e176131c32dda9cb0f324d27141e",
-                "sha256:2b907eb046d049bcd9892e3076c7a6456c93a25bebfe554e931620c90e6a25b0",
-                "sha256:354c16e5babd09f5cb0ee000d54cfa38401d8b8891eefa878ac772f827181a3c",
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     }
 }