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project-02-nba-analysis's Introduction

Project-02-Does Defense Win Championships in the NBA

Description

  • We attempted to visualize whether defense played a bigger role in winning percentage in the NBA. We scraped data from https://www.basketball-reference.com/ to come up with visualizations to demonstrate this hypothesis.

Clone:

Built With:

  • Bootstrap
  • D3
  • Chart.js
  • FancyGrid
  • Plotly

Dependencies:

  • SQLAlchemy
  • Psycopg2
  • Pandas
  • Flask
  • BeautifulSoup

File Breakdown:

  • web_scrape_nba_reference.ipynb: scrapes data from baskeball-reference.com and converts data frames to csv format
  • load_data.py: puts csv files into sql database
  • App.py: Flask app to host data
  • Templates: folder containing html file
  • Static: folder containing css, logic.js, and team_colors.js files

Contributors:

Workflow:

project-02-nba-analysis's People

Contributors

phamkdaniel avatar sharmabhumi avatar tecneesh avatar

Watchers

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