{"adoption": {"forks": 63, "observed_at": "2026-08-28T04:03:13.318583+00:00", "stars": 1012}, "canonical_url": "https://ross.abutalabs.com/products/natsort", "card": {"archived": false, "artifact_type": "library", "description": "Simple yet flexible natural sorting in Python.", "domain": ["developer-tools", "files"], "enriched": true, "function": ["parser", "developer-tools"], "health_score": 78, "homepage": "https://pypi.org/project/natsort/", "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "stable", "member_repos": ["SethMMorton/natsort"], "name": "SethMMorton/natsort", "platform": ["python", "cross-platform"], "pushed_at": "2026-08-05T04:18:34+00:00", "repo": "SethMMorton/natsort", "stars": 1012, "tags": ["natural-sorting", "sorting", "string-processing", "human-friendly-sorting", "algorithms"], "topics": ["python", "natural-sort", "sorting-interface", "sorting", "natsort"], "urls": [], "use_cases": ["sort filenames with numbers naturally", "sort version-like strings in human order", "replace python sorted() for alphanumeric lists", "sort lists like 'file1, file2, file10' correctly", "natural sorting of mixed number and text strings", "sort paths naturally in python"], "what_it_is": "natsort is a Python library providing natural (human-friendly) sorting of strings containing numbers, as a drop-in replacement for the built-in sorted() function. It is flexible, with options for locale-aware sorting, paths, and other number formats.", "when_to_avoid": ["you only sort plain numeric or plain alphabetic data with no mixed content", "you need sorting in a non-Python language", "you need in-place sorting of very large datasets with minimal overhead"], "when_to_choose": ["you need strings with embedded numbers sorted by numeric value instead of lexicographically", "you want a drop-in, well-tested replacement for sorted()", "you need locale-aware or path-aware natural sorting options"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/natsort", "repo": "SethMMorton/natsort", "role": "main", "score": 75}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.318583+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:11:43.675566+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fb822b9278323a2e75545fe081f7cfda40ad15473c8e757e74ec94c25451b3b", "fetched_at": "2026-08-28T04:03:13.318583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SethMMorton/natsort"}, {"content_hash": "4b4e8fead74a82582158f1c6b83a2db21fc02cd116c124ae690d0931a9091212", "fetched_at": "2026-08-29T13:11:27.813938+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.org/project/natsort/"}, {"content_hash": "8b2e7249480ee3dbd01d95282a94333397be4dc2fb1073d995bb8b6314c53b0a", "fetched_at": "2026-08-29T13:11:27.817588+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/natsort/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.318583+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:11:43.675566+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fb822b9278323a2e75545fe081f7cfda40ad15473c8e757e74ec94c25451b3b", "fetched_at": "2026-08-28T04:03:13.318583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SethMMorton/natsort"}, {"content_hash": "4b4e8fead74a82582158f1c6b83a2db21fc02cd116c124ae690d0931a9091212", "fetched_at": "2026-08-29T13:11:27.813938+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.org/project/natsort/"}, {"content_hash": "8b2e7249480ee3dbd01d95282a94333397be4dc2fb1073d995bb8b6314c53b0a", "fetched_at": "2026-08-29T13:11:27.817588+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/natsort/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:11:43.675566+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fb822b9278323a2e75545fe081f7cfda40ad15473c8e757e74ec94c25451b3b", "fetched_at": "2026-08-28T04:03:13.318583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SethMMorton/natsort"}, {"content_hash": "4b4e8fead74a82582158f1c6b83a2db21fc02cd116c124ae690d0931a9091212", "fetched_at": "2026-08-29T13:11:27.813938+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.org/project/natsort/"}, {"content_hash": "8b2e7249480ee3dbd01d95282a94333397be4dc2fb1073d995bb8b6314c53b0a", "fetched_at": "2026-08-29T13:11:27.817588+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/natsort/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.318583+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.318583+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.318583+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:11:43.675566+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fb822b9278323a2e75545fe081f7cfda40ad15473c8e757e74ec94c25451b3b", "fetched_at": "2026-08-28T04:03:13.318583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SethMMorton/natsort"}, {"content_hash": "4b4e8fead74a82582158f1c6b83a2db21fc02cd116c124ae690d0931a9091212", "fetched_at": "2026-08-29T13:11:27.813938+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.org/project/natsort/"}, {"content_hash": "8b2e7249480ee3dbd01d95282a94333397be4dc2fb1073d995bb8b6314c53b0a", "fetched_at": "2026-08-29T13:11:27.817588+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/natsort/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.318583+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.318583+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:11:43.675566+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fb822b9278323a2e75545fe081f7cfda40ad15473c8e757e74ec94c25451b3b", "fetched_at": "2026-08-28T04:03:13.318583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SethMMorton/natsort"}, {"content_hash": "4b4e8fead74a82582158f1c6b83a2db21fc02cd116c124ae690d0931a9091212", "fetched_at": "2026-08-29T13:11:27.813938+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.org/project/natsort/"}, {"content_hash": "8b2e7249480ee3dbd01d95282a94333397be4dc2fb1073d995bb8b6314c53b0a", "fetched_at": "2026-08-29T13:11:27.817588+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/natsort/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.318583+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.318583+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.318583+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:11:43.675566+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fb822b9278323a2e75545fe081f7cfda40ad15473c8e757e74ec94c25451b3b", "fetched_at": "2026-08-28T04:03:13.318583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SethMMorton/natsort"}, {"content_hash": "4b4e8fead74a82582158f1c6b83a2db21fc02cd116c124ae690d0931a9091212", "fetched_at": "2026-08-29T13:11:27.813938+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.org/project/natsort/"}, {"content_hash": "8b2e7249480ee3dbd01d95282a94333397be4dc2fb1073d995bb8b6314c53b0a", "fetched_at": "2026-08-29T13:11:27.817588+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/natsort/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.318583+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:13.318583+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:11:43.675566+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fb822b9278323a2e75545fe081f7cfda40ad15473c8e757e74ec94c25451b3b", "fetched_at": "2026-08-28T04:03:13.318583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SethMMorton/natsort"}, {"content_hash": "4b4e8fead74a82582158f1c6b83a2db21fc02cd116c124ae690d0931a9091212", "fetched_at": "2026-08-29T13:11:27.813938+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.org/project/natsort/"}, {"content_hash": "8b2e7249480ee3dbd01d95282a94333397be4dc2fb1073d995bb8b6314c53b0a", "fetched_at": "2026-08-29T13:11:27.817588+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/natsort/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:11:43.675566+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fb822b9278323a2e75545fe081f7cfda40ad15473c8e757e74ec94c25451b3b", "fetched_at": "2026-08-28T04:03:13.318583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SethMMorton/natsort"}, {"content_hash": "4b4e8fead74a82582158f1c6b83a2db21fc02cd116c124ae690d0931a9091212", "fetched_at": "2026-08-29T13:11:27.813938+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.org/project/natsort/"}, {"content_hash": "8b2e7249480ee3dbd01d95282a94333397be4dc2fb1073d995bb8b6314c53b0a", "fetched_at": "2026-08-29T13:11:27.817588+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/natsort/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:11:43.675566+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fb822b9278323a2e75545fe081f7cfda40ad15473c8e757e74ec94c25451b3b", "fetched_at": "2026-08-28T04:03:13.318583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SethMMorton/natsort"}, {"content_hash": "4b4e8fead74a82582158f1c6b83a2db21fc02cd116c124ae690d0931a9091212", "fetched_at": "2026-08-29T13:11:27.813938+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.org/project/natsort/"}, {"content_hash": "8b2e7249480ee3dbd01d95282a94333397be4dc2fb1073d995bb8b6314c53b0a", "fetched_at": "2026-08-29T13:11:27.817588+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/natsort/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:11:43.675566+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "1fb822b9278323a2e75545fe081f7cfda40ad15473c8e757e74ec94c25451b3b", "fetched_at": "2026-08-28T04:03:13.318583+00:00", "kind": "readme", "missing": false, "url": "https://github.com/SethMMorton/natsort"}, {"content_hash": "4b4e8fead74a82582158f1c6b83a2db21fc02cd116c124ae690d0931a9091212", "fetched_at": "2026-08-29T13:11:27.813938+00:00", "kind": "homepage", "missing": false, "url": "https://pypi.org/project/natsort/"}, {"content_hash": "8b2e7249480ee3dbd01d95282a94333397be4dc2fb1073d995bb8b6314c53b0a", "fetched_at": "2026-08-29T13:11:27.817588+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/natsort/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 96, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 5235, "days_push": 28, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 75, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}