{"adoption": {"forks": 902, "observed_at": "2026-08-28T04:05:37.132096+00:00", "stars": 1792}, "canonical_url": "https://ross.abutalabs.com/products/fantasy-premier-league", "card": {"archived": false, "artifact_type": "dataset", "description": "Creates a .csv file of all players in the English Player League with their respective team and total fantasy points", "domain": ["sports", "data-science", "analytics"], "enriched": true, "function": ["data-science", "analytics"], "health_score": 79, "homepage": null, "language": "Python", "license": "NOASSERTION", "license_family": "other", "maturity": "maintenance", "member_repos": ["vaastav/Fantasy-Premier-League"], "name": "vaastav/Fantasy-Premier-League", "platform": ["python", "cross-platform"], "pushed_at": "2026-08-21T08:21:46+00:00", "repo": "vaastav/Fantasy-Premier-League", "stars": 1792, "tags": ["fantasy-premier-league", "fpl", "csv-dataset", "football", "sports-analytics"], "topics": ["python", "fantasy-premier-league", "fpl-analysis", "fpl"], "urls": [], "use_cases": ["download fantasy premier league player stats as csv", "analyze fpl player points per gameweek in pandas", "get historical fantasy football data for machine learning", "build a model to predict fpl player performance", "compare premier league players' fantasy points across seasons", "scrape fpl api data for analysis"], "what_it_is": "A historical dataset of Fantasy Premier League (FPL) player statistics, provided as CSV files covering per-gameweek stats, season summaries, and player history from 2016 onwards. It also includes Python scripts for scraping and updating the data from the FPL API.", "when_to_avoid": ["you need weekly-updated current-season data - weekly updates stopped after the 2024-25 season", "you need a live API client or real-time FPL data service", "you need data for sports other than the English Premier League"], "when_to_choose": ["you need historical FPL data in ready-to-use CSV format for analysis or modeling", "you want per-gameweek and season-history stats for every FPL player since 2016", "you want to load the data directly into pandas via raw URLs"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/fantasy-premier-league", "repo": "vaastav/Fantasy-Premier-League", "role": "main", "score": 76}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.132096+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T03:23:02.844079+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d73ce05b2afa4999a068e1aca0ef5b2ccbc1d459017f7263c19c6fd434cb716b", "fetched_at": "2026-08-28T04:05:37.132096+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vaastav/Fantasy-Premier-League"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.132096+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T03:23:02.844079+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d73ce05b2afa4999a068e1aca0ef5b2ccbc1d459017f7263c19c6fd434cb716b", "fetched_at": "2026-08-28T04:05:37.132096+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vaastav/Fantasy-Premier-League"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T03:23:02.844079+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d73ce05b2afa4999a068e1aca0ef5b2ccbc1d459017f7263c19c6fd434cb716b", "fetched_at": "2026-08-28T04:05:37.132096+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vaastav/Fantasy-Premier-League"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.132096+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.132096+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.132096+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T03:23:02.844079+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d73ce05b2afa4999a068e1aca0ef5b2ccbc1d459017f7263c19c6fd434cb716b", "fetched_at": "2026-08-28T04:05:37.132096+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vaastav/Fantasy-Premier-League"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.132096+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.132096+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T03:23:02.844079+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d73ce05b2afa4999a068e1aca0ef5b2ccbc1d459017f7263c19c6fd434cb716b", "fetched_at": "2026-08-28T04:05:37.132096+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vaastav/Fantasy-Premier-League"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.132096+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.132096+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.132096+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T03:23:02.844079+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d73ce05b2afa4999a068e1aca0ef5b2ccbc1d459017f7263c19c6fd434cb716b", "fetched_at": "2026-08-28T04:05:37.132096+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vaastav/Fantasy-Premier-League"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.132096+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:05:37.132096+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T03:23:02.844079+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d73ce05b2afa4999a068e1aca0ef5b2ccbc1d459017f7263c19c6fd434cb716b", "fetched_at": "2026-08-28T04:05:37.132096+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vaastav/Fantasy-Premier-League"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T03:23:02.844079+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d73ce05b2afa4999a068e1aca0ef5b2ccbc1d459017f7263c19c6fd434cb716b", "fetched_at": "2026-08-28T04:05:37.132096+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vaastav/Fantasy-Premier-League"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T03:23:02.844079+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d73ce05b2afa4999a068e1aca0ef5b2ccbc1d459017f7263c19c6fd434cb716b", "fetched_at": "2026-08-28T04:05:37.132096+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vaastav/Fantasy-Premier-League"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T03:23:02.844079+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d73ce05b2afa4999a068e1aca0ef5b2ccbc1d459017f7263c19c6fd434cb716b", "fetched_at": "2026-08-28T04:05:37.132096+00:00", "kind": "readme", "missing": false, "url": "https://github.com/vaastav/Fantasy-Premier-League"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 98, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 4368, "days_push": 12, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 76, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}