What is NWSL Data?

NWSL Data is an interactive analytics platform that provides deep insights into National Women's Soccer League performance metrics, player statistics, and tactical analysis. Built with cutting-edge AI technology, our platform empowers coaches, analysts, fans, and researchers to explore soccer data in unprecedented ways.

Features

• •AI-Powered Analytics Assistant: Ask questions in natural language and get instant insights
• •Interactive Canvas: Create, organize, and customize data visualizations
• •Advanced Metrics: VAEP, xG, xA, progressive passes, and more
• •Real-Time Queries: Analyze data dynamically with SQL and Python
• •Context-Aware Analysis: Select cards to provide context to the AI assistant

Data Sources

Our platform aggregates and analyzes official NWSL match data, providing comprehensive statistics and advanced metrics for players, teams, and matches. We process event-level data from every match to calculate sophisticated metrics that help understand player and team performance.

Technology

Built with Next.js, React, TypeScript, and OpenAI's agent framework, NWSL Data combines modern web technologies with state-of-the-art AI to deliver a seamless analytics experience. Our data infrastructure uses PostgreSQL with optimized aggregation tables for fast query performance.