Project-02-NBA-Analysis

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:

• Clone this repo to your local machine using https://github.com/phamkdaniel/Project-02-NBA-Analysis.git

  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:

• https://github.com/phamdanielk
• https://github.com.bwalshdtan
• https://github.com/SharmaBhumi
• https://github.com/tecneesh

  Workflow: