A package for scraping data from basketball-reference.com and stats.nba.com to provide opponent-adjusted statistics.
Project description
Defense Adjusted NBA Stats
This is a package that collects data from basketball-reference.com and stats.nba.com and provides endpoints that adjust a player's statistics depending on their opponents defensive strength.
Why adjust stats?
Numbers at face-value don't always tell the full story. For example, if player A scores 30 points on 50% from the field, and player B scores 27 points on 47% from the field, we could come to the conclusion that player A had a better scoring game.
However, what if player B faced one of the best defensive teams in the league, and player A faced a mediocre defensive team? How does that change how we view those performances?
This package attempts to provide a more even playing field with statistics by using the opponent team's defensive to adjust a player scoring and efficiency. For more details about how stats are "adjusted", see the methodology here.
Stats from basketball-reference for this package go back to the 1970-71 season, and stats from nba-stats only go back to the 1996-97 season.
Read the full documentation for this API here.
Installing
Via pip
Install using the following command:
pip install dans
Via GitHub
Or, you can clone this repo to a Git repository on your local machine.
License & Terms of Use
API Package
The dans package is Open Source with an MIT License.
NBA.com
NBA.com has a Terms of Use regarding the use of the NBA’s digital platforms.
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