{"adoption": {"forks": 142, "observed_at": "2026-08-28T04:04:01.515048+00:00", "stars": 1217}, "canonical_url": "https://ross.abutalabs.com/products/geoip2-python", "card": {"archived": false, "artifact_type": "library", "description": "Python code for GeoIP2 webservice client and database reader", "domain": ["apis", "developer-tools"], "enriched": true, "function": ["http-client", "sdk", "database-driver"], "health_score": 100, "homepage": "https://geoip2.readthedocs.org/en/latest/", "language": "Python", "license": "Apache-2.0", "license_family": "permissive", "maturity": "stable", "member_repos": ["maxmind/GeoIP2-python"], "name": "maxmind/GeoIP2-python", "platform": ["python", "cross-platform"], "pushed_at": "2026-08-25T20:56:01+00:00", "repo": "maxmind/GeoIP2-python", "stars": 1217, "tags": ["geoip", "ip-geolocation", "mmdb", "maxmind", "geolite", "geospatial"], "topics": ["geoip", "mmdb", "geoip2", "maxmind"], "urls": [], "use_cases": ["look up the country or city of an IP address in Python", "read MaxMind GeoLite2 mmdb database files", "query the GeoIP2 web service from a web app", "geolocate user requests by IP for analytics or personalization", "add IP-based location data to log processing"], "what_it_is": "Official Python client for MaxMind's GeoIP2 and GeoLite web services and a reader for MaxMind MMDB geolocation databases. It lets applications look up country, city, and other data for IP addresses.", "when_to_avoid": ["you need offline geolocation without MaxMind data or a license", "you need precise street-level location (IP geolocation is imprecise)", "you work in a non-Python stack"], "when_to_choose": ["you need IP geolocation in a Python application", "you use MaxMind GeoIP2 or GeoLite2 data sources", "you want an official, maintained client with sync and async support"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/geoip2-python", "repo": "maxmind/GeoIP2-python", "role": "main", "score": 89}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.515048+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:17:08.527221+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ec7da517188018a405091ea4663d5c943aee61c1852b50a0a6d419d26cd46ff3", "fetched_at": "2026-08-28T04:04:01.515048+00:00", "kind": "readme", "missing": false, "url": "https://github.com/maxmind/GeoIP2-python"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.515048+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:17:08.527221+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ec7da517188018a405091ea4663d5c943aee61c1852b50a0a6d419d26cd46ff3", "fetched_at": "2026-08-28T04:04:01.515048+00:00", "kind": "readme", "missing": false, "url": "https://github.com/maxmind/GeoIP2-python"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:17:08.527221+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ec7da517188018a405091ea4663d5c943aee61c1852b50a0a6d419d26cd46ff3", "fetched_at": "2026-08-28T04:04:01.515048+00:00", "kind": "readme", "missing": false, "url": "https://github.com/maxmind/GeoIP2-python"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.515048+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.515048+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.515048+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:17:08.527221+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ec7da517188018a405091ea4663d5c943aee61c1852b50a0a6d419d26cd46ff3", "fetched_at": "2026-08-28T04:04:01.515048+00:00", "kind": "readme", "missing": false, "url": "https://github.com/maxmind/GeoIP2-python"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.515048+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.515048+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:17:08.527221+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ec7da517188018a405091ea4663d5c943aee61c1852b50a0a6d419d26cd46ff3", "fetched_at": "2026-08-28T04:04:01.515048+00:00", "kind": "readme", "missing": false, "url": "https://github.com/maxmind/GeoIP2-python"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.515048+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.515048+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.515048+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:17:08.527221+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ec7da517188018a405091ea4663d5c943aee61c1852b50a0a6d419d26cd46ff3", "fetched_at": "2026-08-28T04:04:01.515048+00:00", "kind": "readme", "missing": false, "url": "https://github.com/maxmind/GeoIP2-python"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.515048+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:01.515048+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:17:08.527221+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ec7da517188018a405091ea4663d5c943aee61c1852b50a0a6d419d26cd46ff3", "fetched_at": "2026-08-28T04:04:01.515048+00:00", "kind": "readme", "missing": false, "url": "https://github.com/maxmind/GeoIP2-python"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:17:08.527221+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ec7da517188018a405091ea4663d5c943aee61c1852b50a0a6d419d26cd46ff3", "fetched_at": "2026-08-28T04:04:01.515048+00:00", "kind": "readme", "missing": false, "url": "https://github.com/maxmind/GeoIP2-python"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:17:08.527221+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ec7da517188018a405091ea4663d5c943aee61c1852b50a0a6d419d26cd46ff3", "fetched_at": "2026-08-28T04:04:01.515048+00:00", "kind": "readme", "missing": false, "url": "https://github.com/maxmind/GeoIP2-python"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:17:08.527221+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "ec7da517188018a405091ea4663d5c943aee61c1852b50a0a6d419d26cd46ff3", "fetched_at": "2026-08-28T04:04:01.515048+00:00", "kind": "readme", "missing": false, "url": "https://github.com/maxmind/GeoIP2-python"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 100, "rhythm": 69}, "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": 4895, "days_push": 8, "days_rel": 48, "gap_med": 96, "n_releases_24m": 6}, "score": 89, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}