{"adoption": {"forks": 214, "observed_at": "2026-08-28T04:04:38.516651+00:00", "stars": 1408}, "canonical_url": "https://ross.abutalabs.com/products/movingpandas", "card": {"archived": false, "artifact_type": "library", "description": "MovingPandas - a Python library for movement data exploration and analysis", "domain": ["data-science", "analytics", "data-visualization"], "enriched": true, "function": ["data-science", "geospatial", "data-visualization", "etl"], "health_score": 99, "homepage": "http://movingpandas.org", "language": "Python", "license": "BSD-3-Clause", "license_family": "permissive", "maturity": "active", "member_repos": ["movingpandas/movingpandas"], "name": "movingpandas/movingpandas", "platform": ["python", "cross-platform"], "pushed_at": "2026-08-22T20:53:45+00:00", "repo": "movingpandas/movingpandas", "stars": 1408, "tags": ["trajectory-analysis", "movement-data", "geopandas", "spatiotemporal", "gps-tracking", "stop-detection", "geospatial"], "topics": ["geopandas", "trajectory", "movement-data", "trajectory-analysis", "python", "spatial-data-analysis"], "urls": [], "use_cases": ["analyze GPS tracking data in Python", "detect stops in trajectories", "split trajectories into trips", "generalize or smooth trajectory data", "plot trajectories interactively", "compute speed and direction from movement data", "aggregate trajectories to find patterns"], "what_it_is": "MovingPandas is a Python library for movement data exploration and analysis, providing trajectory data structures built on Pandas, GeoPandas, and HoloViz. It supports creating trajectories from CSVs, GIS formats, and MF-JSON, plus stop detection, trip splitting, generalization, cleaning, and static/interactive visualization.", "when_to_avoid": ["you need real-time streaming trajectory processing at scale", "your data has no spatial or temporal component", "you need a GUI-based GIS tool rather than a Python library", "you work outside the Python/GeoPandas ecosystem"], "when_to_choose": ["you need trajectory data structures and analysis on top of GeoPandas", "you work with GPS, AIS, animal tracking, or other movement datasets", "you want stop detection, generalization, or Kalman smoothing out of the box", "you need static or interactive trajectory visualizations in Python"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/movingpandas", "repo": "movingpandas/movingpandas", "role": "main", "score": 98}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.516651+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:38:36.096471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9faffc42332a450aa800323bd26f24cb88ce28cfea79fbe01ca7ec4c94144eb1", "fetched_at": "2026-08-28T04:04:38.516651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/movingpandas/movingpandas"}, {"content_hash": "6d3cb55f4f4e15147d091d80e7a2916c58d6511f5112023a2022dfc88ccd8bf8", "fetched_at": "2026-08-29T11:52:15.182789+00:00", "kind": "homepage", "missing": false, "url": "http://movingpandas.org"}, {"content_hash": "318bda0e1ded4a103b9dba5eb201c69795c3ab77a1718e715e075ca807e64cef", "fetched_at": "2026-08-29T11:52:15.193116+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/movingpandas/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.516651+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:38:36.096471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9faffc42332a450aa800323bd26f24cb88ce28cfea79fbe01ca7ec4c94144eb1", "fetched_at": "2026-08-28T04:04:38.516651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/movingpandas/movingpandas"}, {"content_hash": "6d3cb55f4f4e15147d091d80e7a2916c58d6511f5112023a2022dfc88ccd8bf8", "fetched_at": "2026-08-29T11:52:15.182789+00:00", "kind": "homepage", "missing": false, "url": "http://movingpandas.org"}, {"content_hash": "318bda0e1ded4a103b9dba5eb201c69795c3ab77a1718e715e075ca807e64cef", "fetched_at": "2026-08-29T11:52:15.193116+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/movingpandas/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:38:36.096471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9faffc42332a450aa800323bd26f24cb88ce28cfea79fbe01ca7ec4c94144eb1", "fetched_at": "2026-08-28T04:04:38.516651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/movingpandas/movingpandas"}, {"content_hash": "6d3cb55f4f4e15147d091d80e7a2916c58d6511f5112023a2022dfc88ccd8bf8", "fetched_at": "2026-08-29T11:52:15.182789+00:00", "kind": "homepage", "missing": false, "url": "http://movingpandas.org"}, {"content_hash": "318bda0e1ded4a103b9dba5eb201c69795c3ab77a1718e715e075ca807e64cef", "fetched_at": "2026-08-29T11:52:15.193116+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/movingpandas/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.516651+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.516651+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.516651+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:38:36.096471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9faffc42332a450aa800323bd26f24cb88ce28cfea79fbe01ca7ec4c94144eb1", "fetched_at": "2026-08-28T04:04:38.516651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/movingpandas/movingpandas"}, {"content_hash": "6d3cb55f4f4e15147d091d80e7a2916c58d6511f5112023a2022dfc88ccd8bf8", "fetched_at": "2026-08-29T11:52:15.182789+00:00", "kind": "homepage", "missing": false, "url": "http://movingpandas.org"}, {"content_hash": "318bda0e1ded4a103b9dba5eb201c69795c3ab77a1718e715e075ca807e64cef", "fetched_at": "2026-08-29T11:52:15.193116+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/movingpandas/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.516651+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.516651+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:38:36.096471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9faffc42332a450aa800323bd26f24cb88ce28cfea79fbe01ca7ec4c94144eb1", "fetched_at": "2026-08-28T04:04:38.516651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/movingpandas/movingpandas"}, {"content_hash": "6d3cb55f4f4e15147d091d80e7a2916c58d6511f5112023a2022dfc88ccd8bf8", "fetched_at": "2026-08-29T11:52:15.182789+00:00", "kind": "homepage", "missing": false, "url": "http://movingpandas.org"}, {"content_hash": "318bda0e1ded4a103b9dba5eb201c69795c3ab77a1718e715e075ca807e64cef", "fetched_at": "2026-08-29T11:52:15.193116+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/movingpandas/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.516651+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.516651+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.516651+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:38:36.096471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9faffc42332a450aa800323bd26f24cb88ce28cfea79fbe01ca7ec4c94144eb1", "fetched_at": "2026-08-28T04:04:38.516651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/movingpandas/movingpandas"}, {"content_hash": "6d3cb55f4f4e15147d091d80e7a2916c58d6511f5112023a2022dfc88ccd8bf8", "fetched_at": "2026-08-29T11:52:15.182789+00:00", "kind": "homepage", "missing": false, "url": "http://movingpandas.org"}, {"content_hash": "318bda0e1ded4a103b9dba5eb201c69795c3ab77a1718e715e075ca807e64cef", "fetched_at": "2026-08-29T11:52:15.193116+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/movingpandas/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.516651+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:38.516651+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:38:36.096471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9faffc42332a450aa800323bd26f24cb88ce28cfea79fbe01ca7ec4c94144eb1", "fetched_at": "2026-08-28T04:04:38.516651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/movingpandas/movingpandas"}, {"content_hash": "6d3cb55f4f4e15147d091d80e7a2916c58d6511f5112023a2022dfc88ccd8bf8", "fetched_at": "2026-08-29T11:52:15.182789+00:00", "kind": "homepage", "missing": false, "url": "http://movingpandas.org"}, {"content_hash": "318bda0e1ded4a103b9dba5eb201c69795c3ab77a1718e715e075ca807e64cef", "fetched_at": "2026-08-29T11:52:15.193116+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/movingpandas/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:38:36.096471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9faffc42332a450aa800323bd26f24cb88ce28cfea79fbe01ca7ec4c94144eb1", "fetched_at": "2026-08-28T04:04:38.516651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/movingpandas/movingpandas"}, {"content_hash": "6d3cb55f4f4e15147d091d80e7a2916c58d6511f5112023a2022dfc88ccd8bf8", "fetched_at": "2026-08-29T11:52:15.182789+00:00", "kind": "homepage", "missing": false, "url": "http://movingpandas.org"}, {"content_hash": "318bda0e1ded4a103b9dba5eb201c69795c3ab77a1718e715e075ca807e64cef", "fetched_at": "2026-08-29T11:52:15.193116+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/movingpandas/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:38:36.096471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9faffc42332a450aa800323bd26f24cb88ce28cfea79fbe01ca7ec4c94144eb1", "fetched_at": "2026-08-28T04:04:38.516651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/movingpandas/movingpandas"}, {"content_hash": "6d3cb55f4f4e15147d091d80e7a2916c58d6511f5112023a2022dfc88ccd8bf8", "fetched_at": "2026-08-29T11:52:15.182789+00:00", "kind": "homepage", "missing": false, "url": "http://movingpandas.org"}, {"content_hash": "318bda0e1ded4a103b9dba5eb201c69795c3ab77a1718e715e075ca807e64cef", "fetched_at": "2026-08-29T11:52:15.193116+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/movingpandas/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:38:36.096471+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "9faffc42332a450aa800323bd26f24cb88ce28cfea79fbe01ca7ec4c94144eb1", "fetched_at": "2026-08-28T04:04:38.516651+00:00", "kind": "readme", "missing": false, "url": "https://github.com/movingpandas/movingpandas"}, {"content_hash": "6d3cb55f4f4e15147d091d80e7a2916c58d6511f5112023a2022dfc88ccd8bf8", "fetched_at": "2026-08-29T11:52:15.182789+00:00", "kind": "homepage", "missing": false, "url": "http://movingpandas.org"}, {"content_hash": "318bda0e1ded4a103b9dba5eb201c69795c3ab77a1718e715e075ca807e64cef", "fetched_at": "2026-08-29T11:52:15.193116+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/movingpandas/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 96}, "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": 2817, "days_push": 11, "days_rel": 24, "gap_med": 17.5, "n_releases_24m": 11}, "score": 98, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}