https://github.com/coleramos425/nflintelligence

An analysis of NFL player intelligence and its relation to performance.
https://github.com/coleramos425/nflintelligence

data-science jupyter-notebook nflstats python scraper scrapy webcrawler

Last synced: 2 days ago
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An analysis of NFL player intelligence and its relation to performance.

• Host: GitHub
• URL: https://github.com/coleramos425/nflintelligence
• Owner: coleramos425
• Created: 2021-03-29T23:53:00.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2021-03-30T04:12:23.000Z (over 3 years ago)
• Last Synced: 2023-10-20T19:00:00.219Z (about 1 year ago)
• Topics: data-science, jupyter-notebook, nflstats, python, scraper, scrapy, webcrawler
• Language: Jupyter Notebook
• Homepage:
• Size: 502 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# 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](https://github.com/coleramos425/nflIntelligence/blob/master/readmeAssets/asset-1.png)

### Methodology

![methodology](https://github.com/coleramos425/nflIntelligence/blob/master/readmeAssets/asset-2.png)

### Structure

![structure](https://github.com/coleramos425/nflIntelligence/blob/master/readmeAssets/asset-3.png)

### Example

![example](https://github.com/coleramos425/nflIntelligence/blob/master/readmeAssets/asset-4.png)

### Results 

![results](https://github.com/coleramos425/nflIntelligence/blob/master/readmeAssets/asset-5.png)

### Conclusion

![conclusion](https://github.com/coleramos425/nflIntelligence/blob/master/readmeAssets/asset-6.png)