{"adoption": {"forks": 4635, "observed_at": "2026-08-28T04:11:30.037926+00:00", "stars": 20369}, "canonical_url": "https://ross.abutalabs.com/products/prophet", "card": {"archived": false, "artifact_type": "library", "description": "Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.", "domain": ["data-science", "time-series", "analytics"], "enriched": true, "function": ["machine-learning", "data-science", "analytics"], "health_score": 99, "homepage": "https://facebook.github.io/prophet", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["facebook/prophet"], "name": "facebook/prophet", "platform": ["python", "cross-platform"], "pushed_at": "2026-08-15T03:38:56+00:00", "repo": "facebook/prophet", "stars": 20369, "tags": ["forecasting", "time-series", "seasonality", "stan", "r-package", "additive-model", "r"], "topics": ["forecasting", "r", "python"], "urls": [], "use_cases": ["forecast sales or demand with strong weekly and yearly seasonality", "produce automatic time series forecasts from messy data with missing values and outliers", "forecast website traffic or metrics with holiday effects", "tune interpretable forecasting models with domain knowledge", "quickly generate baseline forecasts for planning and goal setting"], "what_it_is": "Prophet is an automatic forecasting procedure for time series data, based on an additive model with yearly, weekly, and daily seasonality plus holiday effects, implemented in Python and R with shared Stan fitting code. It is robust to missing data, outliers, and trend shifts, and is now in maintenance mode with only bug fixes accepted.", "when_to_avoid": ["you need new features or cutting-edge forecasting methods, since Prophet is in maintenance mode", "your series has strong covariate dependencies or requires deep learning models", "you need multivariate forecasting or heavy exogenous regressor support"], "when_to_choose": ["your time series has multiple seasonalities and at least several seasons of history", "you want fast, automated, tunable forecasts in Python or R without deep ML expertise", "your data has missing values, outliers, or trend shifts"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/prophet", "repo": "facebook/prophet", "role": "main", "score": 98}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.037926+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T16:59:01.278666+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0ea6e412206135ec9c7e734ca16a0e0a6b73ba8183a34a036d13e004b9f4be99", "fetched_at": "2026-08-28T04:11:30.037926+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebook/prophet"}, {"content_hash": "2028ac22b1a5786d69711d241c5f01b97f5a71b366fd4998d9577e2d94a17716", "fetched_at": "2026-08-29T07:57:31.048275+00:00", "kind": "homepage", "missing": false, "url": "https://facebook.github.io/prophet"}, {"content_hash": "119d2f08d6cad39e2c2780cae9a5ca58eae5023a8dc1899dfbca086d5f32a5c9", "fetched_at": "2026-08-29T07:57:31.057360+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/prophet/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.037926+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T16:59:01.278666+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0ea6e412206135ec9c7e734ca16a0e0a6b73ba8183a34a036d13e004b9f4be99", "fetched_at": "2026-08-28T04:11:30.037926+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebook/prophet"}, {"content_hash": "2028ac22b1a5786d69711d241c5f01b97f5a71b366fd4998d9577e2d94a17716", "fetched_at": "2026-08-29T07:57:31.048275+00:00", "kind": "homepage", "missing": false, "url": "https://facebook.github.io/prophet"}, {"content_hash": "119d2f08d6cad39e2c2780cae9a5ca58eae5023a8dc1899dfbca086d5f32a5c9", "fetched_at": "2026-08-29T07:57:31.057360+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/prophet/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T16:59:01.278666+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0ea6e412206135ec9c7e734ca16a0e0a6b73ba8183a34a036d13e004b9f4be99", "fetched_at": "2026-08-28T04:11:30.037926+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebook/prophet"}, {"content_hash": "2028ac22b1a5786d69711d241c5f01b97f5a71b366fd4998d9577e2d94a17716", "fetched_at": "2026-08-29T07:57:31.048275+00:00", "kind": "homepage", "missing": false, "url": "https://facebook.github.io/prophet"}, {"content_hash": "119d2f08d6cad39e2c2780cae9a5ca58eae5023a8dc1899dfbca086d5f32a5c9", "fetched_at": "2026-08-29T07:57:31.057360+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/prophet/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.037926+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.037926+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.037926+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T16:59:01.278666+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0ea6e412206135ec9c7e734ca16a0e0a6b73ba8183a34a036d13e004b9f4be99", "fetched_at": "2026-08-28T04:11:30.037926+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebook/prophet"}, {"content_hash": "2028ac22b1a5786d69711d241c5f01b97f5a71b366fd4998d9577e2d94a17716", "fetched_at": "2026-08-29T07:57:31.048275+00:00", "kind": "homepage", "missing": false, "url": "https://facebook.github.io/prophet"}, {"content_hash": "119d2f08d6cad39e2c2780cae9a5ca58eae5023a8dc1899dfbca086d5f32a5c9", "fetched_at": "2026-08-29T07:57:31.057360+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/prophet/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.037926+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.037926+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T16:59:01.278666+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0ea6e412206135ec9c7e734ca16a0e0a6b73ba8183a34a036d13e004b9f4be99", "fetched_at": "2026-08-28T04:11:30.037926+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebook/prophet"}, {"content_hash": "2028ac22b1a5786d69711d241c5f01b97f5a71b366fd4998d9577e2d94a17716", "fetched_at": "2026-08-29T07:57:31.048275+00:00", "kind": "homepage", "missing": false, "url": "https://facebook.github.io/prophet"}, {"content_hash": "119d2f08d6cad39e2c2780cae9a5ca58eae5023a8dc1899dfbca086d5f32a5c9", "fetched_at": "2026-08-29T07:57:31.057360+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/prophet/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.037926+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.037926+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.037926+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T16:59:01.278666+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0ea6e412206135ec9c7e734ca16a0e0a6b73ba8183a34a036d13e004b9f4be99", "fetched_at": "2026-08-28T04:11:30.037926+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebook/prophet"}, {"content_hash": "2028ac22b1a5786d69711d241c5f01b97f5a71b366fd4998d9577e2d94a17716", "fetched_at": "2026-08-29T07:57:31.048275+00:00", "kind": "homepage", "missing": false, "url": "https://facebook.github.io/prophet"}, {"content_hash": "119d2f08d6cad39e2c2780cae9a5ca58eae5023a8dc1899dfbca086d5f32a5c9", "fetched_at": "2026-08-29T07:57:31.057360+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/prophet/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.037926+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:11:30.037926+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T16:59:01.278666+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0ea6e412206135ec9c7e734ca16a0e0a6b73ba8183a34a036d13e004b9f4be99", "fetched_at": "2026-08-28T04:11:30.037926+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebook/prophet"}, {"content_hash": "2028ac22b1a5786d69711d241c5f01b97f5a71b366fd4998d9577e2d94a17716", "fetched_at": "2026-08-29T07:57:31.048275+00:00", "kind": "homepage", "missing": false, "url": "https://facebook.github.io/prophet"}, {"content_hash": "119d2f08d6cad39e2c2780cae9a5ca58eae5023a8dc1899dfbca086d5f32a5c9", "fetched_at": "2026-08-29T07:57:31.057360+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/prophet/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T16:59:01.278666+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0ea6e412206135ec9c7e734ca16a0e0a6b73ba8183a34a036d13e004b9f4be99", "fetched_at": "2026-08-28T04:11:30.037926+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebook/prophet"}, {"content_hash": "2028ac22b1a5786d69711d241c5f01b97f5a71b366fd4998d9577e2d94a17716", "fetched_at": "2026-08-29T07:57:31.048275+00:00", "kind": "homepage", "missing": false, "url": "https://facebook.github.io/prophet"}, {"content_hash": "119d2f08d6cad39e2c2780cae9a5ca58eae5023a8dc1899dfbca086d5f32a5c9", "fetched_at": "2026-08-29T07:57:31.057360+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/prophet/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T16:59:01.278666+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0ea6e412206135ec9c7e734ca16a0e0a6b73ba8183a34a036d13e004b9f4be99", "fetched_at": "2026-08-28T04:11:30.037926+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebook/prophet"}, {"content_hash": "2028ac22b1a5786d69711d241c5f01b97f5a71b366fd4998d9577e2d94a17716", "fetched_at": "2026-08-29T07:57:31.048275+00:00", "kind": "homepage", "missing": false, "url": "https://facebook.github.io/prophet"}, {"content_hash": "119d2f08d6cad39e2c2780cae9a5ca58eae5023a8dc1899dfbca086d5f32a5c9", "fetched_at": "2026-08-29T07:57:31.057360+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/prophet/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T16:59:01.278666+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "0ea6e412206135ec9c7e734ca16a0e0a6b73ba8183a34a036d13e004b9f4be99", "fetched_at": "2026-08-28T04:11:30.037926+00:00", "kind": "readme", "missing": false, "url": "https://github.com/facebook/prophet"}, {"content_hash": "2028ac22b1a5786d69711d241c5f01b97f5a71b366fd4998d9577e2d94a17716", "fetched_at": "2026-08-29T07:57:31.048275+00:00", "kind": "homepage", "missing": false, "url": "https://facebook.github.io/prophet"}, {"content_hash": "119d2f08d6cad39e2c2780cae9a5ca58eae5023a8dc1899dfbca086d5f32a5c9", "fetched_at": "2026-08-29T07:57:31.057360+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/prophet/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 97, "longevity": 100, "rhythm": 98}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 3578, "days_push": 18, "days_rel": 18, "gap_med": 8.0, "n_releases_24m": 11}, "score": 98, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}