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from $4.00 / 1,000 results

Understat xG Player Stats Scraper

Pull player expected goals data from Understat for the top European leagues. Each player returns games, minutes, goals, assists, shots, xG, xA, non penalty xG, xGChain, and xGBuildup for a chosen season. Great for football analytics, model building, and player scouting.

Pricing

from $4.00 / 1,000 results

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ParseForge

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Understat xG Football Scraper — Expected Goals & Shot Data API

mirthful_radish/understat-xg-football-scraper

Extract xG, xA, and advanced football stats from Understat.com. 562+ players per league, 18 metrics including expected goals, npxG, xG chain. Covers Premier League, La Liga, Bundesliga, Serie A, Ligue 1, RFPL. Seasons from 2014/15.

Sean Caldwell

Understat xG & Shot Data - Football Analytics

constructive_calm/understat-football-analytics

Scrapes Understat: player/team season aggregates, per-match xG/PPDA/win-probabilities, shot-level data with x/y coords + xG, situation/formation/game-state breakdowns, player career histories, and fixtures across the Big 5 + RFPL (2014–2025). Multi-season + multi-league in a single run.

Omar Eldeeb

5.0

Bundesliga Stats Scraper

parseforge/bundesliga-stats-scraper

Pull Bundesliga player stats with rank, player, team, position, goals, assists, minutes, appearances, yellow cards, red cards, stat category, stat value, and season. Filter by stat category and season. Great for football analytics, fantasy tools, and scouting workflows.

ParseForge

LaLiga Stats Scraper

parseforge/laliga-stats-scraper

Pull LaLiga player rankings with rank, player, team, position, stat name, value, matches played, season, and player image. Filter by stat category and competition. Useful for football analytics, fantasy lineup tools, scouting workflows, and Spanish football trend dashboards.

ParseForge

Hockey Reference Scraper - NHL Player Stats

lulzasaur/hockey-reference-scraper

Scrape Hockey-Reference.com for NHL and WHA player stats. Browse 8,700+ players by letter or get detailed career stats with goals, assists, points, plus/minus, penalty minutes, and point shares.

lulz bot

FBref Scraper | Advanced Soccer Statistics

parseforge/fbref-scraper

Extract advanced soccer stats from FBref including xG, xA, progressive passes, player and team metrics, match logs, shot maps, and league tables. Cover top leagues worldwide for football analytics, tactical analysis, scouting workflows, and sports betting research projects.

ParseForge

Soccerway Players Scraper

martin0925/scraper-soccerway-players

Gather detailed football player data from Soccerway with this powerful scraper. Extract multiple player stats, team history, transfers, and trophies with ease. Perfect for analysts, researchers, and football enthusiasts looking for quick, accurate player insights.

Martin Janeček

RealGM Player Scraper

lexis-solutions/realgm-player-scraper

RealGM basketball player scraper for USA sports analytics: extract height, weight, nationality, team, draft status and full player profiles from basketball.realgm.com for scouting, recruiting and player database building.

Lexis Solutions

Steam Scraper — Games, Reviews & Player Counts

cryptosignals/steam-scraper

Extract Steam game listings and player data. Get game title, price, reviews, rating, genre, developer, release date, and current player count. Ideal for gaming market research and pricing analysis. PPE pricing — pay only for results.

Web Data Labs

WNBA Stats Scraper | Player & Team Season Statistics

parseforge/wnba-stats-scraper

Export WNBA.com player and team season statistics: player ID, name, team, games played, minutes, points, rebounds, assists, shooting percentages and rankings. Filter by season and stat category (PTS, REB, AST, BLK, STL, FG_PCT). CSV, Excel, JSON, XML output.

ParseForge