AtomScott / awesome-sports-analytics
☆23Updated 3 years ago
Related projects: ⓘ
- An ongoing compilation of publicly available datasets for sport science projects.☆45Updated 2 years ago
- R package to create 2D animations of soccer tracking data in addition to calculate stats for both team and player level☆105Updated 6 months ago
- Collection of all my data visualizations.☆25Updated 2 years ago
- A streamlit app to convert images to top-down view and get coordinates of objects, built for football data collection☆74Updated 9 months ago
- overview into resources for analyzing the games, working with the data and showcasing applications of the broadcast tracking data.☆16Updated 3 years ago
- Visualizations to better understand NBA shooting tendencies and efficiency and classification models to predict shot outcomes☆37Updated 5 years ago
- [KDD 2022] Official implementation of "SoccerCPD: Formation and Role Change-Point Detection in Soccer Matches Using Spatiotemporal Tracki…☆24Updated 2 months ago
- A python implementation of the paper Wide Open Spaces: A statistical technique for measuring space creation in professional soccer☆21Updated 4 years ago
- Various tools, scripts and research made for football players detection and extraction from one static video☆11Updated 3 years ago
- Implementing ASA's Win Probability Model☆16Updated 2 years ago
- A new and non-invasive method of tracking Players in a Soccer Match.☆18Updated 5 years ago
- Synchronize soccer event and tracking data☆30Updated 4 months ago
- Basketball plotting library for use with matplotlib☆38Updated last week
- A python package that is a wrapper for Plotly to generate football tracking and event data plots☆11Updated 3 years ago
- A tutorial on using cross validation and calibrating predictions for expected goals models in soccer☆32Updated 4 years ago
- SoccerMix is a soft clustering technique based on mixture models that decomposes event stream data into a number of prototypical actions …☆39Updated 4 years ago
- Creating simple passmaps using Statsbomb's data☆21Updated 4 years ago
- A couple of functions to create customized passing networks with event data by Statsbomb and tracking data by Metrica Sport☆46Updated 2 years ago
- Easily make interactive plots of player-tracking data☆11Updated 3 years ago
- This repository will contain getting started material with R using the StatsBomb dataset.☆63Updated 3 years ago
- Python package for streamlined analysis of sports data.☆59Updated last week
- Python package that wraps the ASA API☆47Updated last week
- football (soccer) datasets☆43Updated this week
- A Python package for training and analyzing expected goals (xG) models in soccer.☆160Updated 3 months ago
- ☆57Updated 9 months ago
- Jupyter notebook tutorials for football analytics☆9Updated 3 years ago
- An implementation of Karun Singh's Expected Threat with R. Data in the SPADL form is required.☆22Updated 3 years ago
- Synchronise event and tracking data using dynamic programming☆58Updated last year
- A collection of soccer analytics research☆16Updated last year
- Learning From the Pros: Extracting Professional Goalkeeper Technique from Broadcast Footage☆14Updated 2 years ago