{"adoption": {"forks": 99, "observed_at": "2026-08-28T04:04:00.140525+00:00", "stars": 1211}, "canonical_url": "https://ross.abutalabs.com/products/geoplot", "card": {"archived": false, "artifact_type": "library", "description": "High-level geospatial data visualization library for Python.", "domain": ["data-visualization", "data-science"], "enriched": true, "function": ["data-visualization", "geospatial"], "health_score": 20, "homepage": "https://residentmario.github.io/geoplot/index.html", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["ResidentMario/geoplot"], "name": "ResidentMario/geoplot", "platform": ["python", "cross-platform"], "pushed_at": "2024-06-08T05:53:23+00:00", "repo": "ResidentMario/geoplot", "stars": 1211, "tags": ["geopandas", "matplotlib", "cartopy", "maps", "spatial-analysis", "seaborn-like"], "topics": ["geospatial-visualization", "geospatial-data", "matplotlib", "geopandas", "spatial-analysis"], "urls": [], "use_cases": ["plot choropleth maps from geopandas dataframes", "visualize point densities on a map in python", "make maps with map projections in matplotlib", "plot spatial distributions like a geography textbook map", "create kernel density or hexbin maps of geographic data"], "what_it_is": "geoplot is a high-level Python geospatial plotting library built as an extension to cartopy and matplotlib, described as 'like seaborn for geospatial'. It provides a high-level plotting API for standard map types with native support for map projections.", "when_to_avoid": ["you need actively developed features or new plot types - the project is in maintenance mode", "you need interactive web-based maps (consider folium or plotly instead)", "you need fine-grained low-level cartographic control"], "when_to_choose": ["you work with geopandas/matplotlib and want quick, high-level cartographic plots", "you need standard map types (choropleths, KDE maps, sankey/point plots) with projection support", "you want seaborn-style concise syntax for geospatial visualization"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/geoplot", "repo": "ResidentMario/geoplot", "role": "main", "score": 23}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.140525+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:18:02.852723+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dff8fdf49068484e02682ea8094055197d141a78937a89a90b3a0270115fb687", "fetched_at": "2026-08-28T04:04:00.140525+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ResidentMario/geoplot"}, {"content_hash": "eb4ecc497f82b517f499ebf3cc8486760d35e61a3b623bab9491e9fa5f308284", "fetched_at": "2026-08-29T12:26:04.931981+00:00", "kind": "homepage", "missing": false, "url": "https://residentmario.github.io/geoplot/index.html"}, {"content_hash": "6e9834ba94b6324d79dde24ca2cdd22705b0815d867ed0c04d7d65aad92ece2f", "fetched_at": "2026-08-29T12:26:04.934413+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/geoplot/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.140525+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:18:02.852723+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dff8fdf49068484e02682ea8094055197d141a78937a89a90b3a0270115fb687", "fetched_at": "2026-08-28T04:04:00.140525+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ResidentMario/geoplot"}, {"content_hash": "eb4ecc497f82b517f499ebf3cc8486760d35e61a3b623bab9491e9fa5f308284", "fetched_at": "2026-08-29T12:26:04.931981+00:00", "kind": "homepage", "missing": false, "url": "https://residentmario.github.io/geoplot/index.html"}, {"content_hash": "6e9834ba94b6324d79dde24ca2cdd22705b0815d867ed0c04d7d65aad92ece2f", "fetched_at": "2026-08-29T12:26:04.934413+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/geoplot/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:18:02.852723+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dff8fdf49068484e02682ea8094055197d141a78937a89a90b3a0270115fb687", "fetched_at": "2026-08-28T04:04:00.140525+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ResidentMario/geoplot"}, {"content_hash": "eb4ecc497f82b517f499ebf3cc8486760d35e61a3b623bab9491e9fa5f308284", "fetched_at": "2026-08-29T12:26:04.931981+00:00", "kind": "homepage", "missing": false, "url": "https://residentmario.github.io/geoplot/index.html"}, {"content_hash": "6e9834ba94b6324d79dde24ca2cdd22705b0815d867ed0c04d7d65aad92ece2f", "fetched_at": "2026-08-29T12:26:04.934413+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/geoplot/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.140525+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.140525+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.140525+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:18:02.852723+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dff8fdf49068484e02682ea8094055197d141a78937a89a90b3a0270115fb687", "fetched_at": "2026-08-28T04:04:00.140525+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ResidentMario/geoplot"}, {"content_hash": "eb4ecc497f82b517f499ebf3cc8486760d35e61a3b623bab9491e9fa5f308284", "fetched_at": "2026-08-29T12:26:04.931981+00:00", "kind": "homepage", "missing": false, "url": "https://residentmario.github.io/geoplot/index.html"}, {"content_hash": "6e9834ba94b6324d79dde24ca2cdd22705b0815d867ed0c04d7d65aad92ece2f", "fetched_at": "2026-08-29T12:26:04.934413+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/geoplot/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.140525+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.140525+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:18:02.852723+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dff8fdf49068484e02682ea8094055197d141a78937a89a90b3a0270115fb687", "fetched_at": "2026-08-28T04:04:00.140525+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ResidentMario/geoplot"}, {"content_hash": "eb4ecc497f82b517f499ebf3cc8486760d35e61a3b623bab9491e9fa5f308284", "fetched_at": "2026-08-29T12:26:04.931981+00:00", "kind": "homepage", "missing": false, "url": "https://residentmario.github.io/geoplot/index.html"}, {"content_hash": "6e9834ba94b6324d79dde24ca2cdd22705b0815d867ed0c04d7d65aad92ece2f", "fetched_at": "2026-08-29T12:26:04.934413+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/geoplot/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.140525+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.140525+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.140525+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:18:02.852723+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dff8fdf49068484e02682ea8094055197d141a78937a89a90b3a0270115fb687", "fetched_at": "2026-08-28T04:04:00.140525+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ResidentMario/geoplot"}, {"content_hash": "eb4ecc497f82b517f499ebf3cc8486760d35e61a3b623bab9491e9fa5f308284", "fetched_at": "2026-08-29T12:26:04.931981+00:00", "kind": "homepage", "missing": false, "url": "https://residentmario.github.io/geoplot/index.html"}, {"content_hash": "6e9834ba94b6324d79dde24ca2cdd22705b0815d867ed0c04d7d65aad92ece2f", "fetched_at": "2026-08-29T12:26:04.934413+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/geoplot/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.140525+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:00.140525+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:18:02.852723+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dff8fdf49068484e02682ea8094055197d141a78937a89a90b3a0270115fb687", "fetched_at": "2026-08-28T04:04:00.140525+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ResidentMario/geoplot"}, {"content_hash": "eb4ecc497f82b517f499ebf3cc8486760d35e61a3b623bab9491e9fa5f308284", "fetched_at": "2026-08-29T12:26:04.931981+00:00", "kind": "homepage", "missing": false, "url": "https://residentmario.github.io/geoplot/index.html"}, {"content_hash": "6e9834ba94b6324d79dde24ca2cdd22705b0815d867ed0c04d7d65aad92ece2f", "fetched_at": "2026-08-29T12:26:04.934413+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/geoplot/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:18:02.852723+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dff8fdf49068484e02682ea8094055197d141a78937a89a90b3a0270115fb687", "fetched_at": "2026-08-28T04:04:00.140525+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ResidentMario/geoplot"}, {"content_hash": "eb4ecc497f82b517f499ebf3cc8486760d35e61a3b623bab9491e9fa5f308284", "fetched_at": "2026-08-29T12:26:04.931981+00:00", "kind": "homepage", "missing": false, "url": "https://residentmario.github.io/geoplot/index.html"}, {"content_hash": "6e9834ba94b6324d79dde24ca2cdd22705b0815d867ed0c04d7d65aad92ece2f", "fetched_at": "2026-08-29T12:26:04.934413+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/geoplot/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:18:02.852723+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dff8fdf49068484e02682ea8094055197d141a78937a89a90b3a0270115fb687", "fetched_at": "2026-08-28T04:04:00.140525+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ResidentMario/geoplot"}, {"content_hash": "eb4ecc497f82b517f499ebf3cc8486760d35e61a3b623bab9491e9fa5f308284", "fetched_at": "2026-08-29T12:26:04.931981+00:00", "kind": "homepage", "missing": false, "url": "https://residentmario.github.io/geoplot/index.html"}, {"content_hash": "6e9834ba94b6324d79dde24ca2cdd22705b0815d867ed0c04d7d65aad92ece2f", "fetched_at": "2026-08-29T12:26:04.934413+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/geoplot/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:18:02.852723+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "dff8fdf49068484e02682ea8094055197d141a78937a89a90b3a0270115fb687", "fetched_at": "2026-08-28T04:04:00.140525+00:00", "kind": "readme", "missing": false, "url": "https://github.com/ResidentMario/geoplot"}, {"content_hash": "eb4ecc497f82b517f499ebf3cc8486760d35e61a3b623bab9491e9fa5f308284", "fetched_at": "2026-08-29T12:26:04.931981+00:00", "kind": "homepage", "missing": false, "url": "https://residentmario.github.io/geoplot/index.html"}, {"content_hash": "6e9834ba94b6324d79dde24ca2cdd22705b0815d867ed0c04d7d65aad92ece2f", "fetched_at": "2026-08-29T12:26:04.934413+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/geoplot/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 100, "rhythm": 8}, "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": 3718, "days_push": 816, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 23, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}