From bd9e5b05cae50a72bed1b2abca65099a985365f7 Mon Sep 17 00:00:00 2001 From: ashleykima Date: Tue, 28 Jan 2025 10:41:41 -0500 Subject: [PATCH 01/10] Create .DS_Store --- .DS_Store | Bin 0 -> 6148 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 .DS_Store diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..443470200bfaac145c91b4f78d07e40a72d97bef GIT binary patch literal 6148 zcmeHKOG*SW5UtV?8r;lAaG5L24dT!)T+an`Y|+KEJutY>HQaj^ui^>Z`(COP8yf@{ zGD;OBuac_D=QW+AL`0Vl-9lt8A`J>rsZ0pFCrtV?=GZXmU?3O>20j?z`H)bE*|8YbqXSh<0f2l)SAou4f-%W4I~GG&AZnpN3sp}s z)WXr9+%G#8Lkk!6=-{)chPJZbubVNj2Sqz=A8HcIewYRB!3(dtzaM+ z_-730tX;KBY|8J}FWci?n@}!MDD*2-AkasT05o`xoK~aR6Lt7y$70A)*k8ke@ertl KL=_DD0t0W_z$*#> literal 0 HcmV?d00001 From 15ebd9aa5879a25c77c47646cc400e3597614801 Mon Sep 17 00:00:00 2001 From: ashleykima Date: Tue, 28 Jan 2025 10:48:10 -0500 Subject: [PATCH 02/10] . --- .DS_Store | Bin 6148 -> 6148 bytes Ideas/lecture2.html | 1007 +++++++++++++++++++++++++++++++++++++++++++ notes/.DS_Store | Bin 0 -> 6148 bytes 3 files changed, 1007 insertions(+) create mode 100644 Ideas/lecture2.html create mode 100644 notes/.DS_Store diff --git a/.DS_Store b/.DS_Store index 443470200bfaac145c91b4f78d07e40a72d97bef..7d9e02babebca3fc5fdc00f52ca339f4b2ffe837 100644 GIT binary patch literal 6148 zcmeHK!A=`75FJB8ouG;wiptTK-f~C+s^EaMg!I4-X{+|oR;Vzd!mS|Wk;ZTAnX%VTvb_TUqCJY505t%RsDz~|Hh&TFlP<^- zkC0QCIkIq^4Z=i+3$bp%G2j?@dJNFnEyDps(1ieQpWn-Hki=QuXk3Y<R1>F@<6(_g>WXFo6Y?nXopL=1ZOt#IlO z(?q8yI4gZ|8B)-YBmK{q{F^P_**xyw$)hpA2S%&E-{2n$8p7R9%EtAri0+(L-5LiD->Z? z$N7~B2jN+Ctz*D3FwelU?bhi1fA{bDe?H0e90QJlXT^Xhb^J~nx5RJj!sh6$Rj9|P qBotRzG%48db8HNHiZ@V=pihy3=rI-+aRkNv2pAe%;~4m_4EzDVYOzEB delta 92 zcmZoMXfc=|#>B`mu~2NHo}w@d0|Nsi1A_nqLvc>JVQ_MOZo$ODm5eNt-?KDtmf_%L m+1QZFw3(fQp9838vmnQJ=E?jbmO$lTZA?&_Wpjkc8fF0Ld=qg1 diff --git a/Ideas/lecture2.html b/Ideas/lecture2.html new file mode 100644 index 0000000..2ce96e1 --- /dev/null +++ b/Ideas/lecture2.html @@ -0,0 +1,1007 @@ + + + + + + + + + + + + + DATA 400: Capstone in Data Analytics + + + + + + + + + + + + + + + + + +
+
+ +
+

DATA 400: Capstone in Data Analytics

+ +
+
+
+Eren Bilen +
+

+ Dickinson College +

+
+
+ +

9/2/24

+
+
+

How to ask good research questions?

+
+

Skill that you learn over the years

+
+
+
    +
  • But we can still work on it/improve it! +
      +
    • It is perfectly ok to come up with terrible ideas early on.
    • +
  • +
+
+
+

(My third year paper! More on that later)

+
+
+
    +
  • We will learn what makes an idea “good”, what makes it “bad”. +
      +
    • Let’s make sure we catch “bad” ideas early.
    • +
  • +
+
+
+ +
+

There are two types of studies

+

Experimental

+

Observational

+
+ +
+

There are two types of studies

+

Experimental

+

\(\hspace{1cm}\) is where you design an experiment (in a lab, or “field”)

+
+
    +
  • very expensive and intense to conduct.
  • +
  • Examples: All STEM labs, Social sciences: psychology, experimental economics labs, field experiments: One, Two, Three, A/B testing: One Two
  • +
  • Nice because you get clean variation.
  • +
+
+


+

+

Observational

+
+ +
+

There are two types of studies

+

Experimental

+

Observational

+
+

\(\hspace{1cm}\) is where you work with data that is observed from the “world”

+
+
+
    +
  • This is 99% of data science projects
  • +
  • You can either collect the data yourself, use already existing datasets, or scrape unique data.
  • +
+
+
+ +
+

Where to start?

+
+
    +
  • First, need to find what interests you the most: i.e., your domain area. +
      +
    • Physics, economics, finance, biotech, …
    • +
  • +
  • Once you know your topic-area, think about potential projects that are +
      +
    1. Feasible to implement +
        +
      • Can you get the data in a reasonable time frame? Or if at all?
      • +
    2. +
    3. That people would care about your findings, i.e., it improves the existing knowledge, creates a value added…
    4. +
  • +
+
+
+ +
+

Where to start?

+
    +
  • Data could be a starting point. +
      +
    • If you use existing data, there is a good chance it was analyzed by >500 other researchers
    • +
    • If you scrape the data, it’s easier to present new findings +
        +
      • Twitter, yelp… are scraped frequently, so it’s difficult to be unique there, but the internet is vast!
      • +
    • +
  • +
+
+ +
+

Good ideas, bad ideas?

+
+
    +
  • Does giving advertisements to instagram influencers help improve sales?
  • +
+
+
+ +
+

Good ideas, bad ideas?

+
    +
  • Does giving advertisements to instagram influencers help improve sales?
  • +
+
+ +
+
+ +
+

Good ideas, bad ideas?

+
    +
  • Does giving advertisements to instagram influencers help improve sales?
  • +
+
+
    +
  • You need sales data from the companies giving ads.
  • +
  • Might be challenging for smaller companies
  • +
  • How to know? Google search!
  • +
+
+
+ +
+

Good ideas, bad ideas?

+
    +
  • Does giving advertisements to instagram influencers help improve sales?
  • +
+
+
    +
  • You can try to simplify the setup by +
      +
    • finding a company with revenue/market share data first
    • +
    • doing a search with company’s name/hashtag on the platform,
    • +
    • scrape and analyze the frequency of posts, # of likes… match them with revenue data
    • +
    • fit a simple model checking correlation between “ad influence” and market revenue in each quarter
    • +
  • +
+
+
+ +
+

Good ideas, bad ideas?

+
    +
  • Does giving advertisements to instagram influencers help improve sales?
  • +
+
+
    +
  • You can imagine doing this for multiple companies to compare & improve the external validity of your project +
      +
    • External validity means your findings are applicable to other samples/populations.
    • +
    • E.g., you might find that giving $X tax rebate for installing solar panels in a small town leads to residents installing more of these panels. Would this hold true for other places too? Big cities?
    • +
  • +
+
+
+ +
+

Good ideas, bad ideas?

+
    +
  • You can come up with questions involving Twitter. +
      +
    • E.g., do people respond in certain way when a big news even happens.
    • +
    • Would involve text analysis, e.g., topic modeling, sentiment analysis
    • +
    • Caveat: Twitter API is not free, there are limitations. https://developer.twitter.com/en/pricing/search-fullarchive
    • +
    • Makes sense to start with a free account before purchasing a premium account.
    • +
  • +
+
+ +
+

Good ideas, bad ideas?

+
    +
  • Do restaurants that stay open for longer make more money per hour? +
      +
    • Difficulty: you don’t have access to multiple restaurants’ revenue data.
    • +
    • This study is not feasible.
    • +
  • +
+
+ +
+

Good ideas, bad ideas?

+
    +
  • Do restaurants that stay open for longer receive better reviews? +
      +
    • This is doable through scraping Google Reviews or Yelp, but it is a significantly different (less impactful) question.
    • +
  • +
+
+ +
+

Good ideas, bad ideas?

+
+
    +
  • What is the best James Bond movie? +
      +
    • Can’t give a conclusive answer because it’s subjective.
    • +
  • +
  • You could change it to: “What is the James Bond movie with the highest box office sales?” +
      +
    • But, a quick Google search gives you the answer.
    • +
  • +
  • You could try movie-level things: “Does event X happen more in James Bond movies in relative to other movies?” +
      +
    • Potentially very difficult to get this data.
    • +
    • But doable, e.g. here
    • +
    • You need to make sure your audience would find your results interesting.
    • +
  • +
+
+
+ +
+

couple more points

+

How to get better at this?:

+
+ +
+

couple more points

+

How to get better at this?:

+

Practice!!

+
+ +
+

couple more points

+

How to get better at this?:

+
+

Practice!!

+
+
+ +
+

couple more points

+
+
+

Practice!!

+
+
+ +
+
+
+
    +
  • Second point: How to make sure you are not going for something that has been done >500 times before? +
  • +
+
+
+
+
+ +
+

Good luck!

+ + + +
+
+
+ + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/notes/.DS_Store b/notes/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..9a02faa17991fb78edf96396472fbd925e40fb9f GIT binary patch literal 6148 zcmeHK%}T>S5Z>*NZYp9Af<5lVTMzva(Ss0TJ$Mr$dQfQ-T5PZ;rA-Z5D|rolBcH(6 zab|a0TB_hl#Lk4-Z+3QOm;DlUvWzkAjM`Pkii|M Date: Tue, 28 Jan 2025 10:48:43 -0500 Subject: [PATCH 03/10] Delete .DS_Store --- .DS_Store | Bin 6148 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 .DS_Store diff --git a/.DS_Store b/.DS_Store deleted file mode 100644 index 7d9e02babebca3fc5fdc00f52ca339f4b2ffe837..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6148 zcmeHK!A=`75FJB8ouG;wiptTK-f~C+s^EaMg!I4-X{+|oR;Vzd!mS|Wk;ZTAnX%VTvb_TUqCJY505t%RsDz~|Hh&TFlP<^- zkC0QCIkIq^4Z=i+3$bp%G2j?@dJNFnEyDps(1ieQpWn-Hki=QuXk3Y<R1>F@<6(_g>WXFo6Y?nXopL=1ZOt#IlO z(?q8yI4gZ|8B)-YBmK{q{F^P_**xyw$)hpA2S%&E-{2n$8p7R9%EtAri0+(L-5LiD->Z? z$N7~B2jN+Ctz*D3FwelU?bhi1fA{bDe?H0e90QJlXT^Xhb^J~nx5RJj!sh6$Rj9|P qBotRzG%48db8HNHiZ@V=pihy3=rI-+aRkNv2pAe%;~4m_4EzDVYOzEB From 81fe0b40b8c5dd59e13f87524ecca95fea0f424c Mon Sep 17 00:00:00 2001 From: ashleykima Date: Thu, 30 Jan 2025 09:41:48 -0500 Subject: [PATCH 04/10] . --- .DS_Store | Bin 0 -> 6148 bytes Ideas/.DS_Store | Bin 0 -> 6148 bytes Ideas/Mini Project #1 Idea.md | 17 + Ideas/lecture2.html | 1007 --------------------------------- 4 files changed, 17 insertions(+), 1007 deletions(-) create mode 100644 .DS_Store create mode 100644 Ideas/.DS_Store create mode 100644 Ideas/Mini Project #1 Idea.md delete mode 100644 Ideas/lecture2.html diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..204155ef24fcdcf721a7d43cc174ef6d776cb913 GIT binary patch literal 6148 zcmeHK!A=`75FJARCsoxPkl^S`#U)7DP*re1TGDXHtie!6V36Ne`|tdJI>^>61D1gg#Q-Zbyha_DL~rZN x;?!F!P)|^mD8JmG4#9$+V{NFXcokI(_6cPmx`eqwY(cR<0-6R}SO(sdfj=M^vw#2q literal 0 HcmV?d00001 diff --git a/Ideas/.DS_Store b/Ideas/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..4bd34e10ca50993c0ae6fb674e413b98f852b0bb GIT binary patch literal 6148 zcmeHKF-`+P3>-s>NHpo7T!}tXesGGCA_Wo>AAsa2KnW)y=&#Fjcp{AL1tmJ5q(EcI zo?V}3H#fyO24M5ob_PrUjOmWpdl;HOcOTeE%@~o+GYYQpj1G^uA5?#zaPB#-@PH@! zA%BAx?k_Q8T%qNOcbH;_cD3y`>ut9t(|`6Gefl28l}rjq0VyB_q<|FoT> zD)xy \ No newline at end of file diff --git a/Ideas/lecture2.html b/Ideas/lecture2.html deleted file mode 100644 index 2ce96e1..0000000 --- a/Ideas/lecture2.html +++ /dev/null @@ -1,1007 +0,0 @@ - - - - - - - - - - - - - DATA 400: Capstone in Data Analytics - - - - - - - - - - - - - - - - - -
-
- -
-

DATA 400: Capstone in Data Analytics

- -
-
-
-Eren Bilen -
-

- Dickinson College -

-
-
- -

9/2/24

-
-
-

How to ask good research questions?

-
-

Skill that you learn over the years

-
-
-
    -
  • But we can still work on it/improve it! -
      -
    • It is perfectly ok to come up with terrible ideas early on.
    • -
  • -
-
-
-

(My third year paper! More on that later)

-
-
-
    -
  • We will learn what makes an idea “good”, what makes it “bad”. -
      -
    • Let’s make sure we catch “bad” ideas early.
    • -
  • -
-
-
- -
-

There are two types of studies

-

Experimental

-

Observational

-
- -
-

There are two types of studies

-

Experimental

-

\(\hspace{1cm}\) is where you design an experiment (in a lab, or “field”)

-
-
    -
  • very expensive and intense to conduct.
  • -
  • Examples: All STEM labs, Social sciences: psychology, experimental economics labs, field experiments: One, Two, Three, A/B testing: One Two
  • -
  • Nice because you get clean variation.
  • -
-
-


-

-

Observational

-
- -
-

There are two types of studies

-

Experimental

-

Observational

-
-

\(\hspace{1cm}\) is where you work with data that is observed from the “world”

-
-
-
    -
  • This is 99% of data science projects
  • -
  • You can either collect the data yourself, use already existing datasets, or scrape unique data.
  • -
-
-
- -
-

Where to start?

-
-
    -
  • First, need to find what interests you the most: i.e., your domain area. -
      -
    • Physics, economics, finance, biotech, …
    • -
  • -
  • Once you know your topic-area, think about potential projects that are -
      -
    1. Feasible to implement -
        -
      • Can you get the data in a reasonable time frame? Or if at all?
      • -
    2. -
    3. That people would care about your findings, i.e., it improves the existing knowledge, creates a value added…
    4. -
  • -
-
-
- -
-

Where to start?

-
    -
  • Data could be a starting point. -
      -
    • If you use existing data, there is a good chance it was analyzed by >500 other researchers
    • -
    • If you scrape the data, it’s easier to present new findings -
        -
      • Twitter, yelp… are scraped frequently, so it’s difficult to be unique there, but the internet is vast!
      • -
    • -
  • -
-
- -
-

Good ideas, bad ideas?

-
-
    -
  • Does giving advertisements to instagram influencers help improve sales?
  • -
-
-
- -
-

Good ideas, bad ideas?

-
    -
  • Does giving advertisements to instagram influencers help improve sales?
  • -
-
- -
-
- -
-

Good ideas, bad ideas?

-
    -
  • Does giving advertisements to instagram influencers help improve sales?
  • -
-
-
    -
  • You need sales data from the companies giving ads.
  • -
  • Might be challenging for smaller companies
  • -
  • How to know? Google search!
  • -
-
-
- -
-

Good ideas, bad ideas?

-
    -
  • Does giving advertisements to instagram influencers help improve sales?
  • -
-
-
    -
  • You can try to simplify the setup by -
      -
    • finding a company with revenue/market share data first
    • -
    • doing a search with company’s name/hashtag on the platform,
    • -
    • scrape and analyze the frequency of posts, # of likes… match them with revenue data
    • -
    • fit a simple model checking correlation between “ad influence” and market revenue in each quarter
    • -
  • -
-
-
- -
-

Good ideas, bad ideas?

-
    -
  • Does giving advertisements to instagram influencers help improve sales?
  • -
-
-
    -
  • You can imagine doing this for multiple companies to compare & improve the external validity of your project -
      -
    • External validity means your findings are applicable to other samples/populations.
    • -
    • E.g., you might find that giving $X tax rebate for installing solar panels in a small town leads to residents installing more of these panels. Would this hold true for other places too? Big cities?
    • -
  • -
-
-
- -
-

Good ideas, bad ideas?

-
    -
  • You can come up with questions involving Twitter. -
      -
    • E.g., do people respond in certain way when a big news even happens.
    • -
    • Would involve text analysis, e.g., topic modeling, sentiment analysis
    • -
    • Caveat: Twitter API is not free, there are limitations. https://developer.twitter.com/en/pricing/search-fullarchive
    • -
    • Makes sense to start with a free account before purchasing a premium account.
    • -
  • -
-
- -
-

Good ideas, bad ideas?

-
    -
  • Do restaurants that stay open for longer make more money per hour? -
      -
    • Difficulty: you don’t have access to multiple restaurants’ revenue data.
    • -
    • This study is not feasible.
    • -
  • -
-
- -
-

Good ideas, bad ideas?

-
    -
  • Do restaurants that stay open for longer receive better reviews? -
      -
    • This is doable through scraping Google Reviews or Yelp, but it is a significantly different (less impactful) question.
    • -
  • -
-
- -
-

Good ideas, bad ideas?

-
-
    -
  • What is the best James Bond movie? -
      -
    • Can’t give a conclusive answer because it’s subjective.
    • -
  • -
  • You could change it to: “What is the James Bond movie with the highest box office sales?” -
      -
    • But, a quick Google search gives you the answer.
    • -
  • -
  • You could try movie-level things: “Does event X happen more in James Bond movies in relative to other movies?” -
      -
    • Potentially very difficult to get this data.
    • -
    • But doable, e.g. here
    • -
    • You need to make sure your audience would find your results interesting.
    • -
  • -
-
-
- -
-

couple more points

-

How to get better at this?:

-
- -
-

couple more points

-

How to get better at this?:

-

Practice!!

-
- -
-

couple more points

-

How to get better at this?:

-
-

Practice!!

-
-
- -
-

couple more points

-
-
-

Practice!!

-
-
- -
-
-
-
    -
  • Second point: How to make sure you are not going for something that has been done >500 times before? -
  • -
-
-
-
-
- -
-

Good luck!

- - - -
-
-
- - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file From 74b430adbc824df85024697821629bd5b9f7682b Mon Sep 17 00:00:00 2001 From: ashleykima Date: Thu, 6 Feb 2025 00:41:21 -0500 Subject: [PATCH 05/10] Idea #2 --- .DS_Store | Bin 6148 -> 6148 bytes Ideas/Mini Project #2 Idea.md | 19 +++++++++++++++++++ 2 files changed, 19 insertions(+) create mode 100644 Ideas/Mini Project #2 Idea.md diff --git a/.DS_Store b/.DS_Store index 204155ef24fcdcf721a7d43cc174ef6d776cb913..201f097a87f8d7eb67dc8ed8ea6a108d2545194c 100644 GIT binary patch delta 128 zcmZoMXffEJ$|ANSsURn_xWvHV8Y2@k3o9Et2RjEh$K;Ew!jnI+y7+K%aK;NrR971t znd>MR8(7rpC{$Y-8R#gO7@O7Ba&m|&>strKXXoVR<##cF0V5-XX5fX=Fsgg=dlm`i Ni4B6A**X650|1B{8sq=~ delta 21 dcmZoMXffEJ$})Kc>-o)(S%jH4vvd6A2LM?x2hRWi diff --git a/Ideas/Mini Project #2 Idea.md b/Ideas/Mini Project #2 Idea.md new file mode 100644 index 0000000..208e408 --- /dev/null +++ b/Ideas/Mini Project #2 Idea.md @@ -0,0 +1,19 @@ +# DATA 400 - Ashley Kim +### Mini Project #2 +#### Examining the Relationship Between Payroll and Team Performance in Major League Baseball + +### Research Question +It started with a question I had: “Do richer teams (that can pay for more "valuable players") perform better?” Unlike other sports and leagues, Major League Baseball (MLB) does not have a salary cap, meaning teams can spend as much as their budget allows when building their rosters. Given the absence of a salary cap in MLB, this research investigates whether higher payrolls are associated with improved team performance, as measured by win percentage. This project aims to explore the relationship between team payroll and performance in MLB over the past decade (2014–2024). If a relationship is observed, the findings may have various implications for stakeholders. Team owners and executives might consider how payroll investments are linked to team performance when making financial decisions related to player acquisitions. For players and agents, understanding the potential connection between payroll and team success could influence how they approach contract negotiations and value players' contributions. Additionally, if significant disparities in payroll exist between teams, this could raise discussions about competitive fairness and its impact on the overall league structure. + + +### Data Source +I will use team payroll data for MLB teams over the past 10 years (2014–2024) from [Spotrac]. The data encompasses player salaries, bonuses, and incentives, though it is not directly downloadable. To retrieve it, I will use BeautifulSoup to scrape data from Spotrac. For performance metrics, I will download team statistics data from [Baseball-Reference] for the same period. Key variables will include wins, Runs Scored per Game (RS), Runs Allowed per Game (RA), and On-base Plus Slugging (OPS). After gathering both payroll and performance data, I will structure it into a panel format, which will combine cross-sectional data for each team over multiple years. + + +### Model Specification +This project will use a panel regression model to analyze the relationship between team payroll and performance in MLB. The dependent variable will be team win percentage, calculated as the ratio of wins to games played. The primary independent variable will be team payroll, including salaries, bonuses, and player incentives. Control variables will include Runs Scored per Game (RS) and Runs Allowed per Game (RA) to account for offensive and defensive performance, as well as On-base Plus Slugging (OPS) to capture overall offensive strength. The model will also include the lagged win percentage to control for carryover effects from the previous season. To ensure the reliability of the results, I will check for potential multicollinearity to minimize distortion of coefficient estimates due to high correlations among the predictors. This model is well-suited for identifying patterns in the relationship between payroll and performance while adjusting for key performance metrics, though it does not establish causal relationships. + + +[//]: # + [spotrac]: + [baseball-reference]: \ No newline at end of file From 63202b766de7b0de4d49bfff6503a83834e9f07d Mon Sep 17 00:00:00 2001 From: ashleykima Date: Thu, 6 Feb 2025 00:43:42 -0500 Subject: [PATCH 06/10] . --- .DS_Store | Bin 6148 -> 6148 bytes Ideas/Mini Project #2 Idea.md | 4 ++-- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.DS_Store b/.DS_Store index 201f097a87f8d7eb67dc8ed8ea6a108d2545194c..34e0b2504ef4967aac77ce517f46081ac910421a 100644 GIT binary patch delta 16 XcmZoMXffC@i)FG7o5bc#EJ4BmG93kC delta 21 ccmZoMXffC@i-p73$XrLk*uY}*B9 Date: Thu, 20 Feb 2025 09:57:44 -0500 Subject: [PATCH 07/10] . --- .DS_Store | Bin 6148 -> 6148 bytes .../University & Racial Diversity.pdf | Bin 0 -> 1321570 bytes 2 files changed, 0 insertions(+), 0 deletions(-) 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