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Repository for our submission for Citadel 2020 Summer Invitational Data Open. An Empirical Analysis On Disparate Impacts of the London 2012 Olympics.

R 0.53% Jupyter Notebook 99.47%
python r pandas data data-science analysis causal-inference data-visualization olympics london

london-olympics-disparate-impact's Introduction

london-olympics-disparate-impact

Repository for our submission for Citadel 2020 Summer Invitational Data Open. Keywords: Modified Synthetic Control Matching, Decision Tree Back Attribution, Non-stationarity.

Prompt

How does hosting the Olympics affect the respective hosts? Our analysis focused on the disparate socioeconomic impacts of the London 2012 Olympics on various UK boroughs. 🇬🇧

Contents

  1. Citadel Data Open 2020 Report.pdf contains our main report.
  2. Citadel Data Open 2020 Datafolio.pdf contains our datafolio, a story-driven visual of our analysis.
  3. team-20-code-submssion contains our R scripts and Python Jupyter Notebooks used for data wrangling, EDA, visualization, and modeling.
  4. team-20-code-submssion/data contains our external datasets. Referenced data sources are available in the Appendix of Citadel Data Open 2020 Report.pdf.

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