Öffentliches RegisterMittel
Software-GesundheitsberichtSchema 0.17.0 · Metriken 1.13.0 · 2026-07-21 04:30 UTC
graspologic-org / graspologic
Python package for graph statistics
graspologic-org/graspologic erreicht einen Gesundheitsindex von 65 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Community & Adoption (78/100) ab, am schwächsten bei AI Readiness (45/100). Zuletzt vor 32 Tagen aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.
65
gesamt / 100Software-Gesundheitsindex
Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.
65
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Eigentümerschaft
graspologic-orgOrganisation
11 Follower2 öffentliche Reposseit Mai 2024
Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.
Paket-Ökosysteme
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht |
|---|---|---|---|---|---|
| PyPI | graspologic | 3.4.4 | 136.490 | 237 | vor 315 Tagen |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
45
Entwicklungsaktivität
29Kritisch
Wie die Bewertung erfolgt
| 18/36 | Push-Aktualität — letzter Push vor 32 Tagen |
| 3.5/36 | Commit-Rhythmus — 5/52 Wochen mit Commits |
| 7.6/18 | Commit-Volumen — 6 Commits im letzten Jahr |
| 0/10 | OpenSSF Scorecard: Maintained — 1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
Verwendete Eingangsdaten
| commits_last_year | 6 |
| human_commit_share | — |
| days_since_last_push | 32 |
| active_weeks_last_year | 5 |
Release-Disziplin
70Gut
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 19 Releases veröffentlicht |
| 16.2/36 | Release-Aktualität — letztes Release vor 315 Tagen |
| 19.8/27 | Release-Rhythmus — ein Release etwa alle 111,5 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 19 |
| latest_release_tag | v3.4.4 |
| releases_from_tags | nein |
| days_since_latest_release | 315 |
| mean_days_between_releases | 111,5 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
78
Wie die Bewertung erfolgt
| 48.7/60 | Stars — 1.008 Stars |
| 18.6/25 | Forks — 173 Forks |
| 7.1/15 | Watcher — 20 Watcher |
Verwendete Eingangsdaten
| forks | 173 |
| stars | 1.008 |
| watchers | 20 |
| growth_state | organic |
| growth_factor_pct | 100 |
Community-Gesundheit
77Gut
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (MIT) |
| 18/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 6.3/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | ja |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| has_pull_request_template | ja |
Ökosystem-Verbreitung (Downloads)
86Exzellent
Wie die Bewertung erfolgt
| 68.5/80 | Downloads pro Monat — 136.490 Downloads/Monat über pypi |
| 0/20 | Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen |
Verwendete Eingangsdaten
| packages | graspologic |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 136.490 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
68
Wie die Bewertung erfolgt
| 25.2/54 | Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab |
| 16.5/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 27 % der Commits |
| 13.5/13.5 | Breite der Beitragenden — 58 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 13 contributing companies or organizations |
Verwendete Eingangsdaten
| bus_factor | 2 |
| contributors_sampled | 58 |
| top_contributor_share | 0,266 |
Wie die Bewertung erfolgt
| 41/46.8 | Issue-Lösungsquote — 88 % der Issues geschlossen |
| 26/38.3 | PR-Annahme — 376/553 entschiedene PRs gemergt |
| 7.5/15 | OpenSSF Scorecard: Code-Review — Found 14/28 approved changesets -- score normalized to 5 |
Verwendete Eingangsdaten
| merged_prs | 376 |
| open_issues | 65 |
| closed_issues | 466 |
| issue_closed_ratio | 0,878 |
| closed_unmerged_prs | 177 |
Eigentümerschaft & Trägerschaft
46Gefährdet
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 7.8/25 | Reichweite des Inhabers — 11 Follower von graspologic-org |
| 7.9/25 | Kontohistorie — 2 öffentliche Repos, Kontoalter ca. 2 Jahre |
Verwendete Eingangsdaten
| followers | 11 |
| owner_type | Organization |
| is_verified | — |
| owner_login | graspologic-org |
| public_repos | 2 |
| account_age_days | 801 |
Paketpflege
91Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf pypi |
| 26/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 315 Tagen |
| 20/20 | Versionshistorie — 237 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | graspologic |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 315 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
70
Engineering-Praktiken
50Mittel
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 3 Workflow(s) |
| 24/24 | Tests vorhanden |
| 0/16 | Linter-Konfiguration |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 2/20 | OpenSSF Scorecard: CI-Tests — 4 out of 22 merged PRs checked by a CI test -- score normalized to 1 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | nein |
| has_precommit_config | nein |
Dokumentation
100Exzellent
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://graspologic-org.github.io/graspologic/ |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 6 Topics |
| 10/10 | Wiki |
Verwendete Eingangsdaten
| topics | graph, data-science, networks, python, machine-learning, graph-statistics |
| has_wiki | ja |
| homepage | https://graspologic-org.github.io/graspologic/ |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
65
Sicherheitslage
56Mittel
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 6/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 0.2/2.5 | CI-Tests — 4 out of 22 merged PRs checked by a CI test -- score normalized to 1 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 3.8/7.5 | Code-Review — Found 14/28 approved changesets -- score normalized to 5 |
| 2.5/2.5 | Contributors — project has 13 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 0/7.5 | Maintained — 1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 5/5 | Packaging — packaging workflow detected |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — keine Daten |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 65 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5,6 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Abhängigkeits-Advisories
100Exzellent
Wie die Bewertung erfolgt
| 35/35 | Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory |
| 25/25 | Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory |
| 0/40 | Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum |
Verwendete Eingangsdaten
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 39 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:graspologic@3.4.4 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 39 Paketen. Erreichbarkeit wird nicht analysiert.
AI Readiness
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.
45
AI-Agentenkontext & Leitlinien
1Kritisch
Wie die Bewertung erfolgt
| 0/45 | Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 0/40 | Lesbare Commit-Historie — keine Daten |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
| 0/18 | Bootstrap mit einem Befehl |
| 22/22 | Automatisierte Tests |
| 0/11 | Lint-/Format-Konfiguration |
| 11/11 | Statische Typprüfung — graspologic/py.typed, mypy.ini |
| 10/10 | Reproduzierbare Umgebung — lockfile |
| 0/10 | Belegte Agentenpraxis — keine Daten |
| 0/8 | Automatisierte Wartung — keine Daten |
| 10/10 | OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | uv.lock |
| has_dockerfile | nein |
| typed_language | nein |
| bootstrap_files | — |
| has_devcontainer | nein |
| has_linter_config | nein |
| typecheck_configs | graspologic/py.typed, mypy.ini |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis, Automatisierte Wartung. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
| 27/45 | Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (graspologic/py.typed, mypy.ini) |
| 54.6/55 | Handhabbare Dateigrößen — 1/147 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 64.193 |
| source_files_sampled | 147 |
| oversized_source_files | 1 |
Maschinenlesbare AI-Schnittstellen
40Gefährdet
Wie die Bewertung erfolgt
| 0/40 | API-Schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP-Server |
| 40/40 | Lauffähige Beispiele — notebooks |
Verwendete Eingangsdaten
| example_dirs | notebooks |
| has_mcp_signal | nein |
| api_schema_files | — |
Eckdaten
1.008GitHub-Sterne
58Mitwirkende
6Commits, letzte 12 Monate
32Tage seit letztem Push
19Releases
2Bus-Faktor
65offene Issues
PyPIPaket-Ökosysteme
Weitere Details
Stern- und Fork-Verlauf 1.008 ★ / 0 ⇿
1.008Sterne
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Es wird nur die jüngste Historie angezeigt — dieses Repository überschreitet das Erfassungsfenster, sodass die früheste Historie nicht erfasst wird.
Jeder Punkt umfasst 7 Tage.
OpenSSF Scorecard 5.6 / 10
5.6Gesamtwert
Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 8 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 1 | CI-Tests | 4 out of 22 merged PRs checked by a CI test -- score normalized to 1 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 5 | Code-Review | Found 14/28 approved changesets -- score normalized to 5 |
| 10 | Contributors | project has 13 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | 1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 10 | Packaging | packaging workflow detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| k. A. | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 65 existing vulnerabilities detected |
Direkte Abhängigkeiten 17
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | anytree | >=2.12.1,<3.0.0 | pyproject.toml |
| PyPI | beartype | >=0.20.0,<1.0.0 | pyproject.toml |
| PyPI | future | >=1.0.0,<2.0.0 | pyproject.toml |
| PyPI | gensim | >=4.3.3,<5.0.0 | pyproject.toml |
| PyPI | graspologic-native | >=1.2.1,<2.0.0 | pyproject.toml |
| PyPI | hyppo | >=0.5.2,<0.6.0 | pyproject.toml |
| PyPI | joblib | >=1.4.2,<2.0.0 | pyproject.toml |
| PyPI | matplotlib | >=3.8.4,<4.0.0 | pyproject.toml |
| PyPI | networkx | >=3.0,<4.0 | pyproject.toml |
| PyPI | numpy | >=1.26.4,<2.0.0 | pyproject.toml |
| PyPI | pot | >=0.9,<0.10.0 | pyproject.toml |
| PyPI | scikit-learn | >=1.4.2,<2.0.0 | pyproject.toml |
| PyPI | scipy | >=1.12.0,<2.0.0 | pyproject.toml |
| PyPI | seaborn | >=0.13.2,<0.14.0 | pyproject.toml |
| PyPI | statsmodels | >=0.14.2,<0.15.0 | pyproject.toml |
| PyPI | typing-extensions | >=4.4.0,<5.0.0 | pyproject.toml |
| PyPI | umap-learn | >=0.5.6,<0.6.0 | pyproject.toml |
Alle Abhängigkeiten 24
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 17 direkte und 7 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| PyPI | anytree | — | direkt |
| PyPI | beartype | — | direkt |
| PyPI | future | — | direkt |
| PyPI | gensim | — | direkt |
| PyPI | graspologic-native | — | direkt |
| PyPI | hyppo | — | direkt |
| PyPI | joblib | — | direkt |
| PyPI | matplotlib | — | direkt |
| PyPI | networkx | — | direkt |
| PyPI | numpy | — | direkt |
| PyPI | pot | — | direkt |
| PyPI | scikit-learn | — | direkt |
| PyPI | scipy | — | direkt |
| PyPI | seaborn | — | direkt |
| PyPI | statsmodels | — | direkt |
| PyPI | typing-extensions | — | direkt |
| PyPI | umap-learn | — | direkt |
| PyPI | ipykernel | — | indirekt |
| PyPI | ipython | — | indirekt |
| PyPI | nbsphinx | — | indirekt |
| PyPI | numpydoc | 0.9.2 | indirekt |
| PyPI | sphinx | 1.8.5 | indirekt |
| PyPI | sphinx-rtd-theme | — | indirekt |
| PyPI | sphinxcontrib-rawfiles | — | indirekt |
Abhängigkeits-Advisories 0
Die Installation von pypi:graspologic@3.4.4 zieht 39 Pakete nach sich, direkt und transitiv: 0 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.
Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.
Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.
JSON-Rohbericht maschinenlesbar
{
"data": {
"repo": {
"topics": [
"graph",
"data-science",
"networks",
"python",
"machine-learning",
"graph-statistics"
],
"is_fork": false,
"size_kb": 724746,
"has_wiki": true,
"homepage": "https://graspologic-org.github.io/graspologic/",
"languages": {
"Python": 1132802
},
"pushed_at": "2026-06-18T23:46:40Z",
"created_at": "2018-09-07T04:00:05Z",
"owner_type": "Organization",
"updated_at": "2026-07-17T07:19:48Z",
"description": "Python package for graph statistics",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
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"primary_language": "Python",
"significant_languages": [
"Python"
]
},
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"type": "Organization",
"login": "graspologic-org",
"company": null,
"location": null,
"followers": 11,
"avatar_url": "https://avatars.githubusercontent.com/u/169484585?v=4",
"created_at": "2024-05-10T17:32:43Z",
"is_verified": null,
"public_repos": 2,
"account_age_days": 801
},
"license": {
"state": "standard",
"spdx_id": "MIT",
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"file_present": true,
"scorecard_found": true,
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},
"activity": {
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"latest_release_tag": "v3.4.4",
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"days_since_last_push": 32,
"active_weeks_last_year": 5,
"days_since_latest_release": 315,
"mean_days_between_releases": 111.5
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 75,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "graspologic",
"exists": true,
"license": "MIT",
"keywords": [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.9",
"Topic :: Scientific/Engineering :: Mathematics"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/graspologic/",
"is_deprecated": false,
"latest_version": "3.4.4",
"repository_url": "https://github.com/graspologic-org/graspologic",
"versions_count": 237,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 136490,
"first_published_at": "2020-09-28T17:54:16.042666Z",
"latest_published_at": "2025-09-08T21:44:01.969188Z",
"latest_version_yanked": null,
"days_since_latest_publish": 315
}
]
},
"popularity": {
"forks": 173,
"stars": 1008,
"watchers": 20,
"star_history": {
"days": [
{
"date": "2019-03-31",
"count": 1
},
{
"date": "2019-04-01",
"count": 1
},
{
"date": "2019-04-03",
"count": 1
},
{
"date": "2019-04-11",
"count": 1
},
{
"date": "2019-04-15",
"count": 2
},
{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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"collected": true,
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{
"type": "User",
"login": "j1c",
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{
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{
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{
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"login": "asaadeldin11",
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{
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"login": "loftusa",
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"avatar_url": "https://avatars.githubusercontent.com/u/12386450?v=4"
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{
"type": "User",
"login": "darthtrevino",
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},
{
"type": "User",
"login": "kareef928",
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"avatar_url": "https://avatars.githubusercontent.com/u/51966539?v=4"
},
{
"type": "User",
"login": "pauladkisson",
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"avatar_url": "https://avatars.githubusercontent.com/u/34703136?v=4"
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{
"type": "Bot",
"login": "allcontributors[bot]",
"commits": 10,
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],
"contributors_sampled": 58,
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{
"name": "Binary-Artifacts",
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{
"name": "Branch-Protection",
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
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{
"name": "CII-Best-Practices",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
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{
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{
"name": "Contributors",
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{
"name": "Dangerous-Workflow",
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"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
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{
"name": "Dependency-Update-Tool",
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"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
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"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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{
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{
"name": "Packaging",
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"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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{
"name": "Pinned-Dependencies",
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{
"name": "SAST",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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{
"name": "Security-Policy",
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"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
},
{
"name": "Signed-Releases",
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"reason": "no releases found",
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
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"reason": "65 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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},
"config": {
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"disabled_categories": [],
"disabled_components": {}
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"source": {
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"metrics": {
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"key": "overall",
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"note": null,
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"inputs": {
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"vitality": 45,
"community": 78,
"governance": 68,
"engineering": 70
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"components": []
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"categories": [
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"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "critical",
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"note": null,
"notes": [],
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"inputs": {
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"components": [
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"status": "partial",
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{
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{
"key": "openssf_scorecard_maintained",
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},
{
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"components": [
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{
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},
{
"key": "abandonment",
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"guards": [],
"signals": [],
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],
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"value": 78,
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"metrics": [
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"key": "popularity",
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"note": null,
"notes": [],
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"components": [
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"key": "stars",
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"status": "partial",
"details": [
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],
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{
"key": "forks",
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"points": 18.6,
"status": "partial",
"details": [
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"code": "forks",
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}
],
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{
"key": "watchers",
"name": "Watchers",
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"points": 7.1,
"status": "partial",
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"code": "watchers",
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}
],
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]
},
{
"key": "community_health",
"band": "good",
"name": "Community health",
"note": null,
"notes": [],
"value": 77,
"inputs": {
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"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
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"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
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"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
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{
"code": "license_spdx",
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],
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{
"key": "contributing_guide",
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"points": 18,
"status": "met",
"details": [],
"max_points": 18
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{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "issue_template",
"name": "Issue template",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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{
"key": "pr_template",
"name": "PR template",
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"points": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
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]
},
{
"key": "ecosystem_adoption",
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"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
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"code": "excluded_no_data",
"params": {
"components": [
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}
},
{
"code": "weights_renormalized",
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],
"value": 86,
"inputs": {
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"dependents": null,
"ecosystems": "pypi",
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"monthly_downloads": 136490
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"components": [
{
"key": "monthly_downloads",
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"points": 68.5,
"status": "partial",
"details": [
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"code": "downloads_monthly",
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"ecosystems": "pypi"
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}
],
"max_points": 80
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{
"key": "registry_dependents",
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"points": 0,
"status": "excluded",
"details": [
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"code": "not_reported_by_this_ecosystem",
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],
"max_points": 20
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]
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],
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{
"key": "governance",
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"value": 68,
"weight": 0.24,
"metrics": [
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"key": "maintainer_resilience",
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"note": null,
"notes": [],
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"components": [
{
"key": "bus_factor",
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"points": 25.2,
"status": "partial",
"details": [
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"code": "bus_factor",
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],
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{
"key": "commit_distribution",
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"points": 16.5,
"status": "partial",
"details": [
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"code": "top_contributor_share",
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],
"max_points": 22.5
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{
"key": "contributor_breadth",
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"details": [
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"code": "contributors_sampled",
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],
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{
"key": "openssf_scorecard_contributors",
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]
},
{
"key": "responsiveness",
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{
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{
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{
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{
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{
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"points": 7.9,
"status": "partial",
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{
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{
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"components": [
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{
"key": "publish_recency",
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"points": 26,
"status": "partial",
"details": [
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{
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"points": 20,
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}
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{
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"details": [
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],
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},
{
"key": "engineering",
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"value": 70,
"weight": 0.2,
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"note": null,
"notes": [],
"value": 50,
"inputs": {
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"details": [
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"code": "ci_workflows",
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{
"key": "tests_present",
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{
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{
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{
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{
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]
},
{
"key": "documentation",
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"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
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"components": [
{
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{
"key": "documentation_directory",
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"points": 25,
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"details": [],
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{
"key": "documentation_homepage_site",
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{
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{
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"points": 10,
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{
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"points": 10,
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"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
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{
"key": "security",
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"metrics": [
{
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"notes": [
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"components": [
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"status": "met",
"details": [],
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},
{
"key": "branch_protection",
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"points": 6,
"status": "partial",
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{
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"status": "partial",
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{
"key": "cii_best_practices",
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"points": 0,
"status": "missed",
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{
"key": "code_review",
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{
"key": "contributors",
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"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
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"points": 10,
"status": "met",
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{
"key": "dependency_update_tool",
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"points": 7.5,
"status": "met",
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{
"key": "fuzzing",
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"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "license",
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"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
"points": 0,
"status": "missed",
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{
"key": "packaging",
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"points": 5,
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},
{
"key": "pinned_dependencies",
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"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "sast",
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"points": 0,
"status": "missed",
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},
{
"key": "security_policy",
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"points": 5,
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{
"key": "signed_releases",
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"status": "excluded",
"details": [
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"code": "no_data",
"params": {}
}
],
"max_points": 7.5
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{
"key": "token_permissions",
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"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
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{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "65 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
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]
},
{
"key": "dependency_advisories",
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"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:graspologic@3.4.4 runtime dependency closure — what installing the published package pulls in — 39 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
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},
{
"code": "weights_renormalized",
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{
"code": "advisories_scope_published",
"params": {
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},
{
"code": "advisories_reachability",
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}
],
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"inputs": {
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"direct_affected_packages": 0
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"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
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"status": "met",
"details": [
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}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
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"details": [
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],
"max_points": 25
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{
"key": "no_advisories_left_outstanding",
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"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
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"code": "advisories_no_publication_date",
"params": {}
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],
"max_points": 40
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]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
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"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
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"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
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"components": [
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"points": 100,
"status": "met",
"details": [
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"code": "no_malicious_dependencies",
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],
"max_points": 100
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]
},
{
"key": "high_risk_jurisdiction_exposure",
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"notes": [
{
"code": "jurisdiction_evidence_limits",
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}
],
"value": 100,
"inputs": {
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"red_flag": false,
"exposures": [],
"policy_countries": [
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"Iran",
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"review_only_matches": 0,
"assessed_self_published_locations": 7
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"components": [
{
"key": "policy_exposure_multiplier",
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"status": "met",
"details": [
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"code": "jurisdiction_no_match",
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}
],
"max_points": 100
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]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
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"name": "AI Readiness",
"value": 45,
"weight": 0,
"metrics": [
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{
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"value": 1,
"inputs": {
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"agent_instruction_files": [],
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"components": [
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"status": "missed",
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],
"max_points": 45
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{
"key": "machine_readable_docs_llms_txt",
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"points": 0,
"status": "missed",
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{
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},
{
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"notes": [
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},
{
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],
"value": 65,
"inputs": {
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"components": [
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{
"key": "automated_maintenance",
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],
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{
"key": "openssf_scorecard_pinned_dependencies",
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},
{
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"notes": [],
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"components": [
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"status": "partial",
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{
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]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
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"notes": [],
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"inputs": {
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"components": [
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"points": 0,
"status": "missed",
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},
{
"key": "mcp_server",
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"points": 0,
"status": "missed",
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},
{
"key": "runnable_examples",
"name": "Runnable examples",
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"status": "met",
"details": [
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],
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]
}
],
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],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-21T04:30:24.292266Z",
"schema_version": "0.17.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/graspologic-org/graspologic.svg",
"full_name": "graspologic-org/graspologic",
"license_state": "standard",
"license_spdx": "MIT"
}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.17.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.