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.

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.

FBref Soccer Stats Scraper

parseforge/fbref-scraper

Scrapes FBref player statistics by league and season. Returns one flat row per player with goals, assists, expected goals, progressive carries, and all available advanced metrics.

Betting Odds Comparison: Best Price & Arbitrage Finder

scrapemint/sports-odds-scraper

Compare betting odds across Bovada and Pinnacle on one line, take the best price per outcome and spot arbitrage. Moneyline, spread and totals for NFL, NBA, WNBA, MLB, NHL, UFC, college and soccer. American or decimal. Keyless feed, no login, no browser. One row per game, pay per row.

Openverse Media Scraper

parseforge/openverse-media-scraper

Scrapes openly licensed images and audio from Openverse by search term, media type, license, source, and aspect ratio. Returns each result as a flat row with direct media URL, title, creator, license, and source.

Michelin Guide Restaurants Scraper

parseforge/michelin-restaurant-guide-scraper

Scrapes Michelin Guide restaurant listings for any city or region slug. Returns each restaurant as a flat row with its star rating, cuisine type, price range, address, and distinctions.

Sofascore Live Events Scraper

parseforge/sofascore-live-scraper

Scrapes live or scheduled Sofascore events by sport and date, and searches for players, managers, or teams by name. Returns each match or entity as a flat row with scores, teams, and status.

HUAWEI AppGallery 华为应用市场 Scraper - Apps, Ratings & Installs

parseforge/huawei-app-gallery-scraper

Scrapes HUAWEI AppGallery app listings by keyword, app ID, or package name. Returns app metadata, ratings, and install signals as flat rows.

IndiaMART Supplier Scraper

parseforge/indiamart-scraper

Scrapes IndiaMART supplier listings by product category. Returns company name, location, rating, and verification status for each supplier.

Manga OCR Translator

parseforge/manga-ocr-translator

Extracts text from manga page images using OCR and translates it into one or more target languages. Returns original text and translations in a flat structured dataset.