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economic_freedom_analysis's Introduction

๐Ÿ“ What's Inside This Repository?

This project is about answering a single (yet quite big and complex) question: how important is Economic Freedom in predicting prosperity?

Along the way, we'll answer other questions, like:

  • What's a good proxy for the vague term 'Prosperity'?
  • how does each aspect of Economic Freedom correlate with prosperity?
  • Does Economic Freedom (or prosperity) increase inequality?
  • Is it possible to (partially) explain future growth with current Economic Freedom metrics?

๐ŸŒŸ What's done:

  • Initial Data Acquisition & Cleaning
  • Basic Exploratory Data Analysis (EDA)
  • Time Slider Analysis (to poke at causality explanation)
  • Predictive Model (using GradientBoostingRegressor) to project GDP per Capita, given certain features
    • Interactive Plot on Feature Importance

๐Ÿ“Œ Interactive Short Presentation

Flourish Presentation

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