{"slug": "sportsdataverse", "name": "SportsDataverse", "type": "open_api", "description": "Community project shipping free R, Python and Node.js packages (cfbfastR, hoopR, wehoop, fastRhockey) plus an open data warehouse with play-by-play, box scores, betting lines and win-probability models.", "website": "https://sportsdataverse.org", "country": "United States", "sports": ["american-football", "college-sports", "basketball", "ice-hockey"], "data_types": ["historical", "odds", "play-by-play", "player-stats", "predictions", "stats"], "protocols": ["sdk-only", "csv-download"], "free_tier": true, "trial_days": null, "demo": null, "contact_sales_only": false, "min_price": null, "plans_count": 1, "commercial_use": null, "betting_use": null, "redistribution": null, "rights_basis": null, "customer_types": [], "live_in_play": null, "sentiment": "neutral", "discussions": 2, "github_repos": 95, "priority": 1.0, "logo": "/logos/sportsdataverse.png", "logo_tone": "mid", "docs_url": "https://www.sportsdataverse.org/packages", "pricing_url": null, "status_page_url": null, "founded_year": null, "product": {"name": "SportsDataverse packages", "formats": ["csv"], "auth_methods": ["none"], "sdk_languages": ["R", "Python", "Node.js"], "openapi_url": null, "history_depth": null, "update_frequency": null, "claimed_latency_ms": null}, "plans": [{"name": "Open source", "price": 0.0, "currency": null, "period": null, "request_limit": null, "request_period": null, "is_free": true, "is_enterprise": false, "summary": "Free packages and warehouse", "source_url": "https://www.sportsdataverse.org/packages", "verified_at": "2026-11-03"}], "access": {"restricted_countries": null, "available_only_in": null, "customer_types": null, "kyc_required": false, "odds_regions": null, "bookmakers_count": null, "notes": null, "source_url": null}, "usage_rights": {"commercial_use": null, "betting_use": null, "redistribution": null, "storage": null, "attribution_required": null, "media_included": null, "terms_url": null, "source_url": null, "basis": null}, "data_source": {"official_partners": [], "collection_methods": ["community"], "source_url": "https://www.sportsdataverse.org/"}, "support": {"sla_uptime": null, "channels": null, "sandbox": null, "changelog_url": null, "certifications": [], "payment_methods": null, "min_contract": null, "source_url": null}, "coverage": {"competitions_count": null, "key_leagues": [], "womens": true, "live_in_play": null, "markets": null, "languages": null, "id_mapping": null, "source_url": "https://www.sportsdataverse.org/"}, "community": {"summary": "Free community R and Python packages (hoopR, cfbfastR, wehoop and others) for play-by-play and box score data. Evidence is mostly usage: an NBA streak visualization built with hoopR, baseball and play-by-play repos, sports-analytics meetup talks and YouTube analyses crediting it. No complaints or detailed opinions surfaced.", "sentiment": "neutral", "topics": ["free_tier", "coverage"], "pros": ["Free open-source packages", "Used by analysts and YouTube creators"], "cons": [], "evidence": ["https://www.reddit.com/r/nba/comments/1rpm3mq/", "https://github.com/BillPetti/baseballr", "https://www.youtube.com/watch?v=-FuEXMVbh4o", "https://www.youtube.com/watch?v=RhLTDPA5TZg"]}, "discussions_list": [{"platform": "reddit", "title": "[OC] SGA's 20+ point streak, visualized and compared to other top scorers", "url": "https://www.reddit.com/r/nba/comments/1rpm3mq/", "date": "2026-03-10", "score": 92.0, "where": "r/nba"}, {"platform": "reddit", "title": "[OC] SGA's 20+ point streak, visualized and compared to other top scorers", "url": "https://www.reddit.com/r/nba/comments/1rplyoo/", "date": "2026-03-10", "score": 5.0, "where": "r/nba"}], "repos": [{"platform": "github", "title": "BillPetti/baseballr", "url": "https://github.com/BillPetti/baseballr", "date": "2026-10-09", "score": 433.0, "where": null}, {"platform": "github", "title": "shufinskiy/nba_data", "url": "https://github.com/shufinskiy/nba_data", "date": "2026-07-17", "score": 248.0, "where": null}, {"platform": "github", "title": "saiemgilani/cfbfastR-py", "url": "https://github.com/saiemgilani/cfbfastR-py", "date": "2021-12-29", "score": 7.0, "where": null}, {"platform": "github", "title": "saiemgilani/hoopR-py", "url": "https://github.com/saiemgilani/hoopR-py", "date": "2021-12-29", "score": 4.0, "where": null}], "videos": [{"title": "Florida Went for It 13 Times. Georgia, 3. Florida vs Georgia Preview", "url": "https://www.youtube.com/watch?v=xYKmCP9-Zis", "channel": "The Coaching Verdict", "date": "2026-10-31"}, {"title": "We Checked Every Champion Since 1903. The Hangover Isn't Real.", "url": "https://www.youtube.com/watch?v=RhLTDPA5TZg", "channel": "Elite Ball Knowledge", "date": "2026-10-13"}, {"title": "Megépítettem a saját sportolókövető alkalmazásomat – Courtboard bemutató. Használd te is!", "url": "https://www.youtube.com/watch?v=YrH1KhKhPMo", "channel": "Pintér Zsolt - AI magyarul", "date": "2026-08-01"}, {"title": "RStudio Sports Analytics Meetup: SportsDataverse Initiative", "url": "https://www.youtube.com/watch?v=-FuEXMVbh4o", "channel": "Posit PBC", "date": "2022-06-28"}, {"title": "Alok Pattani - Google | Sports Analytics Meetup | RStudio", "url": "https://www.youtube.com/watch?v=op4Q_z5juZc", "channel": "Posit PBC", "date": "2022-02-17"}], "notes": "Country assumed US (not stated on crawled text). Warehouse formats not verified (csv-download inferred). 10 leagues in the warehouse.", "checked_at": "2026-11-03", "alternatives": ["collegefootballdata-com", "ball-dont-lie", "api-sports", "highlightly", "dunkapi"], "fit": {"best_for": "Researchers and analysts who work in R, Python or Node.js and want free play-by-play and box-score data for US football, basketball and hockey.", "not_for": "Teams wanting a hosted REST API with an SLA or live feeds; it is a set of open-source packages and a data warehouse.", "use_cases": ["Analytics notebooks", "Win-probability models", "College sports research"], "limitations": ["Covers 10 leagues in the warehouse", "Distributed as packages and files, not a hosted REST service", "No terms or licence page was saved"], "source_urls": ["https://www.sportsdataverse.org/", "https://www.sportsdataverse.org/packages"]}, "score": {"overall": 50, "popularity": 32, "community": null, "transparency": 65, "developer": 65, "confidence": "none", "reliability_flags": [], "rank": 53}}