A package to scrape and parse NBA, WNBA and G-League play-by-play data.
- Adds lineup on floor for all events
- Adds detailed data for each possession including start time, end time, score margin, how the previous possession ended
- Shots, rebounds and assists broken down by shot zone
- Supports both stats.nba.com and data.nba.com endpoints
- Supports NBA, WNBA and G-League stats
- All stats on pbpstats.com are derived from these stats
- Fixes order of events for some common cases in which events are out of order
Tested on Python >=3.8
pip install pbpstats
Using poetry for package managment. Install it first if it is not install on your system.
git clone https://github.com/dblackrun/pbpstats.git
cd pbpstats
Develop using develop branch:
git checkout develop
Install dependencies:
poetry install
Activate virtualenv:
poetry shell
Install pre-commit:
pre-commit install