NWSL Data
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Who scored the most goals this season?
T. Chawinga leads with 19 goals in 16 games for Kansas City Current!
Ask NWSL AI
Who's leading in goals? Which team has the best defense? Get instant, data-backed answers in plain English.
import pandas as pd
df = nwsl.query("SELECT player_name, goals FROM player_stats WHERE goals > 10")
df.plot.bar('goals')
Data Lab
Full database access with Python notebooks. Build custom analytics and uncover insights with complete data control.
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Free and open access
All NWSL data is freely available through our ChatGPT GPT, Python notebooks, and REST API. No API keys required—just start exploring!