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nflIntelligence

An analysis of NFL player intelligence and its relation to performance.

Overview

This is a study conducted I for my Economics of Sport class at Santa Clara University. Leveraging my Computer Science background and interest in data science I created a script that collects NFL player data, aggregates statistics, and then cross references player educational background.

I used a number of tools from CSCI 182 (Data Science) and CSCI 183 (Web & Data Crawling) including:

  • Pandas
  • Jupiter Notebook
  • Scrapy
  • Scikit-Learn

My Study

introduction

Methodology

methodology

Structure

structure

Example

example

Results

results

Conclusion

conclusion