{"slug": "impect", "name": "Impect", "type": "data_api", "description": "Football event and packing data accessed through an authenticated API with Python and R clients. Includes competition, match, event and player scoring data; an open Bundesliga 2023/24 sample is public.", "website": "https://www.impect.com", "country": null, "sports": ["soccer"], "data_types": ["lineups", "player-stats", "results", "stats"], "protocols": ["rest"], "free_tier": null, "trial_days": null, "demo": null, "contact_sales_only": true, "min_price": null, "plans_count": 1, "commercial_use": null, "betting_use": null, "redistribution": null, "rights_basis": "contract", "customer_types": [], "live_in_play": null, "sentiment": "insufficient", "discussions": 0, "github_repos": 4, "priority": 1.0, "logo": null, "logo_tone": null, "docs_url": "https://github.com/ImpectAPI/impectPy", "pricing_url": null, "status_page_url": null, "founded_year": null, "product": {"name": "Impect Customer API", "formats": ["json"], "auth_methods": ["bearer"], "sdk_languages": ["python", "r"], "openapi_url": null, "history_depth": "Bundesliga 2023/24 open data sample", "update_frequency": null, "claimed_latency_ms": null}, "plans": [{"name": "Customer licence", "price": null, "currency": null, "period": null, "request_limit": null, "request_period": null, "is_free": false, "is_enterprise": true, "summary": "Access by agreement; iterations enabled per account", "source_url": "https://www.catapult.com/solutions/impect", "verified_at": "2026-11-03"}], "access": {"restricted_countries": [], "available_only_in": null, "customer_types": null, "kyc_required": null, "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": "https://www.catapult.com/standard-terms", "source_url": null, "basis": "contract"}, "data_source": {"official_partners": [], "collection_methods": [], "source_url": null}, "support": {"sla_uptime": null, "channels": [], "sandbox": null, "changelog_url": null, "certifications": [], "payment_methods": [], "min_contract": null, "source_url": null}, "coverage": {"competitions_count": null, "key_leagues": [], "womens": null, "live_in_play": null, "markets": null, "languages": null, "id_mapping": null, "source_url": null}, "community": {"summary": "Football event and packing data via an authenticated API with Python and R clients. Almost no community material: two small repos that may use it, such as a recruitment board, and unrelated Genshin videos. No opinions on price, quality or coverage are available.", "sentiment": "insufficient", "topics": [], "pros": [], "cons": [], "evidence": ["https://github.com/ahanjain97-prog/pine"]}, "discussions_list": [], "repos": [{"platform": "github", "title": "Vinicius-hub8/Previsor_esportivo", "url": "https://github.com/Vinicius-hub8/Previsor_esportivo", "date": "2026-10-15", "score": 1.0, "where": null}, {"platform": "github", "title": "ahanjain97-prog/pine", "url": "https://github.com/ahanjain97-prog/pine", "date": "2026-10-30", "score": 0.0, "where": null}], "videos": [], "notes": "impect.com now redirects to catapult.com/solutions/impect (Catapult ownership); crawled pricing page was Catapult's generic one. Token obtained via username/password flow per impectPy docs. Open data via kloppy. Protocol/format assumed REST/JSON.", "checked_at": "2026-11-03", "alternatives": ["isports-api", "the-stats-api", "qiuxiaoce-football", "pitchapi", "api-sports"], "fit": {"best_for": "Football clubs and analysts who want event and packing metrics through authenticated Python and R clients, plus an open Bundesliga sample.", "not_for": "Projects needing public pricing, odds or sports other than football; access is by customer agreement.", "use_cases": ["Player and team performance analysis", "Scouting models using packing and xG", "Open-data experiments with the Bundesliga sample"], "limitations": ["Access by agreement; pricing by request", "Open sample covers Bundesliga 2023/24 only", "Site now redirects to Catapult", "Auth uses a token from username and password"], "source_urls": ["https://www.catapult.com/solutions/impect", "https://www.catapult.com/pricing"]}, "score": {"overall": 21, "popularity": 9, "community": null, "transparency": 25, "developer": 37, "confidence": "none", "reliability_flags": [], "rank": 173}}