NWSL Data¶
Comprehensive soccer analytics for the National Women's Soccer League
NWSL Data provides easy access to detailed match data, player statistics, and advanced analytics for everyone interested in the NWSL - from casual fans to professional analysts.
What's Available¶
- 1,092 matches from 2013-2025 with complete event data
- 770 unique players with detailed performance metrics
- 558K match events with spatial coordinates and context
- Advanced analytics including Expected Goals (xG), formations, and tactical analysis
How to Access¶
Whether you want quick answers or deep analysis, there's an option for you:
- 🤖 AI Chat - Ask questions in plain English (ChatGPT, Claude)
- 🌐 Web App - Interactive visualizations and charts
- 📓 Notebooks - Run your own analysis (Jupyter, Colab)
- ⚡ API - Integrate with your applications
- 🗄️ Database - Direct SQL access for data scientists
Who Uses NWSL Data¶
Players & Coaches analyze performance and tactical patterns
Fans explore team history and player comparisons
Analysts & Researchers build models and discover insights
Developers integrate soccer data into applications
Media & Business create compelling content and understand market trends
Get Started¶
Ready to explore NWSL data?
Or see specific examples for your use case.