slieb74 / NBA-Shot-Analysis
Visualizations to better understand NBA shooting tendencies and efficiency and classification models to predict shot outcomes
☆37Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for NBA-Shot-Analysis
- A tutorial on using cross validation and calibrating predictions for expected goals models in soccer☆32Updated 4 years ago
- Working through Basketball Data Science☆23Updated 4 years ago
- Demo of NBA Expected Possession Value model☆73Updated 8 years ago
- A python implementation of the paper Wide Open Spaces: A statistical technique for measuring space creation in professional soccer☆22Updated 4 years ago
- A scraper to scrape the NBA API and compile a play by play file☆71Updated last year
- ☆22Updated 5 years ago
- Jupyter notebook tutorials for football analytics☆9Updated 3 years ago
- Convert StatsBomb's JSON data into easy-to-use CSV format.☆50Updated 6 months ago
- Shot Chart, Hexmap and Heatmap for NBA.com. FlightsReact.☆34Updated last year
- A Python package for data visualisation for football analytics.☆76Updated 3 years ago
- Basketball plotting library for use with matplotlib☆49Updated 3 weeks ago
- Scripts for analyzing NBA sportvu motion data☆100Updated 7 years ago
- A streamlit app to convert images to top-down view and get coordinates of objects, built for football data collection☆74Updated 11 months ago
- SoccerMix is a soft clustering technique based on mixture models that decomposes event stream data into a number of prototypical actions …☆40Updated 4 years ago
- Short, offhand analyses of the NBA☆41Updated 5 years ago
- A new and non-invasive method of tracking Players in a Soccer Match.☆18Updated 5 years ago
- ☆59Updated 11 months ago
- Tutorials for some common NBA stats questions in both python and R☆81Updated 2 years ago
- Comprehensive Guide to explaining, creating and using an xG model☆34Updated 3 years ago
- Friends of Tracking: Tutorial on valuing actions in football.☆127Updated last year
- Sergio Llana's passing network plots with eventing and tracking football data☆123Updated 4 years ago
- Python package that helps you visualize football data☆64Updated 5 years ago
- Where to find Sports data (R/Python/Other Languages)☆102Updated 3 years ago
- Web application for plotting events on a sport's playing area with a single click, while keeping track of any other details. Supports dow…☆46Updated 4 months ago
- An ongoing compilation of publicly available datasets for sport science projects.☆47Updated 2 years ago
- Big Data Cup 2022: Powered by Stathletes☆49Updated 2 years ago
- Visualization and analysis of NBA player tracking data☆220Updated 6 years ago
- Collection of tutorials and resources from fcpython.com☆19Updated 2 years ago
- Label SportVU movement data with shot zone labels☆15Updated 7 years ago
- Python API for stats.nba.com with a focus on NBA and WNBA applications☆104Updated last year