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Software-GesundheitsberichtSchema 0.12.0 · Metriken 1.13.0 · 2026-07-17 21:50 UTC

giswqs / geospatial

A Python package for installing commonly used packages for geospatial analysis and data visualization with only one command.

Dockerfile · PythonMIT★ 426 Sterne⑂ 44 Forksseit Mai 2020Auf GitHub ansehen ↗
#python#geospatial#gis#remote-sensing#image-processing#jupyter#xarray#geemap#leafmap#geopandas#rasterio

giswqs/geospatial erreicht einen Gesundheitsindex von 68 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Engineering Quality (100/100) ab, am schwächsten bei AI Readiness (36/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

68
gesamt / 100
Mittel

Software-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.

68
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)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

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

Open Geospatial SolutionsOrganisation
3.826 Follower166 öffentliche Reposseit Apr. 2023

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlichtTags
PyPIgeospatialverweist auf ein anderes Repo — nicht bewertet0.12.02.21337vor 10 Tagengeospatial

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

69Mittel · 22 % des Gesamtindex

Entwicklungsaktivität

53Mittel
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
4.2/36Commit-Rhythmus — 6/52 Wochen mit Commits
12.2/18Commit-Volumen — 22 Commits im letzten Jahr
1/10OpenSSF Scorecard: Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1
Verwendete Eingangsdaten
commits_last_year22
human_commit_share—
days_since_last_push0
active_weeks_last_year6

Release-Disziplin

92Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 36 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 10 Tagen
19.8/27Release-Rhythmus — ein Release etwa alle 77,1 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count36
latest_release_tagv0.12.0
releases_from_tagsnein
days_since_latest_release10
mean_days_between_releases77,1
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?

66Mittel · 18 % des Gesamtindex

Popularität & Verbreitung

62Mittel
Wie die Bewertung erfolgt
42.6/60Stars — 426 Stars
13.6/25Forks — 44 Forks
6.2/15Watcher — 14 Watcher
Verwendete Eingangsdaten
forks44
stars426
watchers14
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community-Gesundheit

70Gut
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
18/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templatenein

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

58Mittel · 24 % des Gesamtindex

Maintainer-Resilienz (Bus-Faktor)

31Gefährdet
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
5.5/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 76 % der Commits
6.8/13.5Breite der Beitragenden — 5 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor1
contributors_sampled5
top_contributor_share0,755

Reaktionsfähigkeit bei Issues & PRs

74Gut
Wie die Bewertung erfolgt
46.8/46.8Issue-Lösungsquote — 100 % der Issues geschlossen
26.1/38.3PR-Annahme — 86/126 entschiedene PRs gemergt
1.5/15OpenSSF Scorecard: Code-Review — Found 1/10 approved changesets -- score normalized to 1
Verwendete Eingangsdaten
merged_prs86
open_issues0
closed_issues20
issue_closed_ratio1
closed_unmerged_prs40

Eigentümerschaft & Trägerschaft

75Gut
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
25/25Reichweite des Inhabers — 3.826 Follower von opengeos
19.6/25Kontohistorie — 166 öffentliche Repos, Kontoalter ca. 3 Jahre
Verwendete Eingangsdaten
followers3.826
owner_typeOrganization
is_verified—
owner_loginopengeos
public_repos166
account_age_days1.200

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

100Exzellent · 20 % des Gesamtindex

Engineering-Praktiken

100Exzellent
Wie die Bewertung erfolgt
24/24CI-Workflows — 8 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration
9.6/9.6Pre-Commit-Hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 25 out of 25 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfigja
has_linter_configja
has_precommit_configja

Dokumentation

100Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://geospatial.gishub.org
10/10Repository-Beschreibung
10/10Topics — 11 Topics
10/10Wiki
Verwendete Eingangsdaten
topicspython, geospatial, gis, remote-sensing, image-processing, jupyter, xarray, geemap, leafmap, geopandas, rasterio
has_wikija
homepagehttps://geospatial.gishub.org
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

46Gefährdet · 16 % des Gesamtindex

Sicherheitslage

46Gefährdet
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5CI-Tests — 25 out of 25 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 1/10 approved changesets -- score normalized to 1
2.5/2.5Contributors — project has 5 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
0.8/7.5Maintained — 2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): signed_releases. Die verbleibenden Gewichte wurden renormalisiert.

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.

36Gefährdet · 0 % des Gesamtindex

AI-Agentenkontext & Leitlinien

1Kritisch
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
0/40Lesbare Commit-Historie — keine Daten
Verwendete Eingangsdaten
has_llms_txtnein
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.

AI-Verify-Loop (Build / Test / Typprüfung)

53Mittel
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
0/10Belegte Agentenpraxis — keine Daten
5/8Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesuv.lock
has_dockerfileja
typed_languagenein
bootstrap_files—
has_devcontainernein
has_linter_configja
typecheck_configs—
agent_commit_share—
toolchain_manifests—
dependency_bot_commit_share0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis. Die verbleibenden Gewichte wurden renormalisiert.

AI-Code-Lesbarkeit für Modelle

55Mittel
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Dockerfile ohne Typprüfungs-Konfiguration
55/55Handhabbare Dateigrößen — 0/4 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageDockerfile
largest_source_bytes401
source_files_sampled4
oversized_source_files0

Maschinenlesbare AI-Schnittstellen

40Gefährdet
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — examples, notebooks
Verwendete Eingangsdaten
example_dirsexamples, notebooks
has_mcp_signalnein
api_schema_files—

Eckdaten

426GitHub-Sterne
5Mitwirkende
22Commits, letzte 12 Monate
0Tage seit letztem Push
36Releases
1Bus-Faktor
0offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • pypi package 'geospatial' points at a different repository (https://github.com/opengeos/geospatial); excluded from ecosystem scoring

Weitere Details

OpenSSF Scorecard 4.6 / 10
4.6Gesamtwert

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).Scorecard v5.5.0 · 2026-07-17 21:49 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests25 out of 25 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 1/10 approved changesets -- score normalized to 1
10Contributorsproject has 5 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
1Maintained2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
8Vulnerabilities2 existing vulnerabilities detected
Alle Abhängigkeiten 649

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 0 direkte und 649 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIaccelerate1.14.0indirekt
PyPIaccess1.1.10.post3indirekt
PyPIaenum3.1.17indirekt
PyPIaffine2.4.0indirekt
PyPIaiobotocore3.7.0indirekt
PyPIaiohappyeyeballs2.7.1indirekt
PyPIaiohttp3.14.1indirekt
PyPIaioitertools0.13.0indirekt
PyPIaiosignal1.4.0indirekt
PyPIannotated-doc0.0.4indirekt
PyPIannotated-types0.7.0indirekt
PyPIanyio4.14.1indirekt
PyPIanymap0.12.0indirekt
PyPIanywidget0.11.0indirekt
PyPIapache-sedona—indirekt
PyPIapache-sedona1.9.0indirekt
PyPIappdirs1.4.4indirekt
PyPIappnope0.1.4indirekt
PyPIapsw3.53.3.0indirekt
PyPIapswutils0.1.2indirekt
PyPIargon2-cffi25.1.0indirekt
PyPIargon2-cffi-bindings25.1.0indirekt
PyPIarrow1.4.0indirekt
PyPIasciitree0.3.3indirekt
PyPIasttokens3.0.1indirekt
PyPIattrs26.1.0indirekt
PyPIbabel2.18.0indirekt
PyPIbackoff2.2.1indirekt
PyPIbash-kernel0.10.0indirekt
PyPIbeartype0.22.9indirekt
PyPIbeautifulsoup44.15.0indirekt
PyPIblack—indirekt
PyPIbleach6.4.0indirekt
PyPIblis1.3.3indirekt
PyPIbokeh—indirekt
PyPIbokeh3.9.1indirekt
PyPIboto31.43.0indirekt
PyPIbotocore1.43.0indirekt
PyPIbounded-pool-executor0.0.3indirekt
PyPIbqplot0.13.1indirekt
PyPIbqscales0.3.7indirekt
PyPIbranca0.8.2indirekt
PyPIbs40.0.2indirekt
PyPIbump2version—indirekt
PyPIcachetools7.1.4indirekt
PyPIcatalogue2.0.10indirekt
PyPIcenpy—indirekt
PyPIcenpy1.0.1indirekt
PyPIcertifi2026.6.17indirekt
PyPIcffi2.1.0indirekt
PyPIcftime1.6.5indirekt
PyPIcharset-normalizer3.4.8indirekt
PyPIchroma-py0.1.0.dev1indirekt
PyPIclick8.4.2indirekt
PyPIclick-plugins1.1.1.2indirekt
PyPIcligj0.7.2indirekt
PyPIcloudpathlib0.24.0indirekt
PyPIcloudpickle3.1.2indirekt
PyPIcodespell—indirekt
PyPIcolor-operations0.2.0indirekt
PyPIcolorama0.4.6indirekt
PyPIcolorcet3.2.1indirekt
PyPIcolorlog6.10.1indirekt
PyPIcolour0.1.5indirekt
PyPIcomm0.2.3indirekt
PyPIconfection1.3.3indirekt
PyPIconfigobj5.0.9indirekt
PyPIcontextily—indirekt
PyPIcontextily1.7.0indirekt
PyPIcontourpy1.3.3indirekt
PyPIcoverage—indirekt
PyPIcryptography49.0.0indirekt
PyPIcubo—indirekt
PyPIcubo2026.2.0indirekt
PyPIcuda-bindings12.9.4indirekt
PyPIcuda-pathfinder1.5.6indirekt
PyPIcycler0.12.1indirekt
PyPIcymem2.0.13indirekt
PyPIdask2026.7.0indirekt
PyPIdask-ee—indirekt
PyPIdask-ee0.0.4indirekt
PyPIdask-geopandas—indirekt
PyPIdask-geopandas0.5.0indirekt
PyPIdataclasses-json0.6.7indirekt
PyPIdatashader—indirekt
PyPIdatashader0.19.1indirekt
PyPIdebugpy1.8.21indirekt
PyPIdecorator5.3.1indirekt
PyPIdefusedxml0.7.1indirekt
PyPIdeprecated1.3.1indirekt
PyPIdeprecation2.1.0indirekt
PyPIdict2xml1.7.8indirekt
PyPIdill0.4.1indirekt
PyPIdistributed2026.7.0indirekt
PyPIdistro1.9.0indirekt
PyPIdonfig0.8.1.post1indirekt
PyPIduckdb—indirekt
PyPIduckdb1.5.4indirekt
PyPIduckdb-engine0.17.0indirekt
PyPIearthaccess—indirekt
PyPIearthaccess0.17.0indirekt
PyPIearthaccess0.18.0indirekt
PyPIearthengine-api—indirekt
PyPIearthengine-api1.7.34indirekt
PyPIearthpy—indirekt
PyPIearthpy0.9.4indirekt
PyPIeasystac—indirekt
PyPIeasystac0.0.1indirekt
PyPIeditorconfig0.17.1indirekt
PyPIee-extra2025.7.2indirekt
PyPIeemont—indirekt
PyPIeemont2025.7.1indirekt
PyPIeerepr0.1.2indirekt
PyPIeoreader—indirekt
PyPIeoreader0.24.1indirekt
PyPIephem4.2.1indirekt
PyPIesda2.8.2indirekt
PyPIet-xmlfile2.0.0indirekt
PyPIeval-type-backport0.4.0indirekt
PyPIexecuting2.2.1indirekt
PyPIfastai2.8.7indirekt
PyPIfastapi0.139.0indirekt
PyPIfastcore1.14.2indirekt
PyPIfastdownload0.0.7indirekt
PyPIfasteners0.20indirekt
PyPIfastjsonschema2.21.2indirekt
PyPIfastlite0.2.4indirekt
PyPIfastprogress1.1.6indirekt
PyPIfasttransform0.0.2indirekt
PyPIffmpeg-python0.2.0indirekt
PyPIfilelock3.29.6indirekt
PyPIfiletype1.2.0indirekt
PyPIfiona—indirekt
PyPIfiona1.10.1indirekt
PyPIflake8—indirekt
PyPIfolium—indirekt
PyPIfolium0.20.0indirekt
PyPIfonttools4.63.0indirekt
PyPIfqdn1.5.1indirekt
PyPIfrozenlist1.8.0indirekt
PyPIfsspec2026.6.0indirekt
PyPIfuture1.0.0indirekt
PyPIfuzzywuzzy0.18.0indirekt
PyPIgdown6.1.0indirekt
PyPIgeeadd2.1.0indirekt
PyPIgeemap—indirekt
PyPIgeemap0.37.2indirekt
PyPIgeemap0.38.3indirekt
PyPIgeoalchemy2—indirekt
PyPIgeoalchemy20.20.0indirekt
PyPIgeocoder1.38.1indirekt
PyPIgeocube—indirekt
PyPIgeocube0.7.1indirekt
PyPIgeographiclib2.1indirekt
PyPIgeojson3.3.0indirekt
PyPIgeolibre—indirekt
PyPIgeolibre1.10.0indirekt
PyPIgeolibre-wasm—indirekt
PyPIgeolibre-wasm0.5.3indirekt
PyPIgeomet1.1.0indirekt
PyPIgeopandas—indirekt
PyPIgeopandas1.1.4indirekt
PyPIgeopy2.4.1indirekt
PyPIgeospatial0.11.6indirekt
PyPIgeotiff—indirekt
PyPIgeotiff0.2.10indirekt
PyPIgeoutils0.2.5indirekt
PyPIgiddy2.3.8indirekt
PyPIgitdb4.0.12indirekt
PyPIgitpython3.1.50indirekt
PyPIgoogle-api-core2.31.0indirekt
PyPIgoogle-api-python-client2.198.0indirekt
PyPIgoogle-auth2.55.1indirekt
PyPIgoogle-auth-httplib20.4.0indirekt
PyPIgoogle-cloud-core2.6.0indirekt
PyPIgoogle-cloud-storage3.12.0indirekt
PyPIgoogle-crc32c1.8.0indirekt
PyPIgoogle-resumable-media2.10.0indirekt
PyPIgoogleapis-common-protos1.75.0indirekt
PyPIgreenlet3.5.3indirekt
PyPIgrip—indirekt
PyPIgwlearn0.1.1indirekt
PyPIgwlearn0.2.0indirekt
PyPIh110.16.0indirekt
PyPIh3—indirekt
PyPIh34.5.0indirekt
PyPIh5netcdf1.8.1indirekt
PyPIh5py3.16.0indirekt
PyPIhf-xet1.5.1indirekt
PyPIholoviews1.23.1indirekt
PyPIhtml2text2025.4.15indirekt
PyPIhttpcore1.0.9indirekt
PyPIhttpcore22.5.0indirekt
PyPIhttplib20.32.0indirekt
PyPIhttptools0.8.0indirekt
PyPIhttpx0.28.1indirekt
PyPIhttpx22.5.0indirekt
PyPIhuggingface-hub1.22.0indirekt
PyPIhumanize4.16.0indirekt
PyPIhvplot—indirekt
PyPIhvplot0.12.2indirekt
PyPIhypercoast—indirekt
PyPIhypercoast0.27.0indirekt
PyPIicecream2.2.0indirekt
PyPIidna3.18indirekt
PyPIimagecodecs2026.1.14indirekt
PyPIimagecodecs2026.6.26indirekt
PyPIimageio2.37.3indirekt
PyPIimportlib-metadata9.0.0indirekt
PyPIimportlib-resources7.1.0indirekt
PyPIinequality1.1.2indirekt
PyPIipyevents2.0.4indirekt
PyPIipyfilechooser0.6.0indirekt
PyPIipygany—indirekt
PyPIipygany0.5.0indirekt
PyPIipykernel—indirekt
PyPIipykernel7.3.0indirekt
PyPIipyleaflet—indirekt
PyPIipyleaflet0.20.0indirekt
PyPIipython9.15.0indirekt
PyPIipython-genutils0.2.0indirekt
PyPIipython-pygments-lexers1.1.1indirekt
PyPIipytree0.2.2indirekt
PyPIipyvue1.12.0indirekt
PyPIipyvuetify1.11.3indirekt
PyPIipywidgets8.1.8indirekt
PyPIisoduration20.11.0indirekt
PyPIitsdangerous2.2.0indirekt
PyPIjbpy0.6.1indirekt
PyPIjedi0.20.0indirekt
PyPIjinja23.1.6indirekt
PyPIjmespath1.1.0indirekt
PyPIjoblib1.5.3indirekt
PyPIjsbeautifier2.0.3indirekt
PyPIjson50.15.0indirekt
PyPIjsonpointer3.1.1indirekt
PyPIjsonschema4.26.0indirekt
PyPIjsonschema-specifications2025.9.1indirekt
PyPIjupysql0.11.1indirekt
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PyPIjupyter-core5.9.1indirekt
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PyPIjupyter-loopback0.3.3indirekt
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PyPIlark1.3.1indirekt
PyPIlaspy—indirekt
PyPIlaspy2.7.0indirekt
PyPIlazy-loader0.5indirekt
PyPIleafmap—indirekt
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PyPIlibpysal4.15.0indirekt
PyPIlidar0.8.4indirekt
PyPIlightgbm4.6.0indirekt
PyPIlinkify-it-py2.1.0indirekt
PyPIlivereload—indirekt
PyPIllvmlite0.48.0indirekt
PyPIlocaltileserver—indirekt
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PyPIlocket1.0.0indirekt
PyPIlxml6.1.1indirekt
PyPIlz44.4.5indirekt
PyPImapboxgl—indirekt
PyPImapboxgl0.10.2indirekt
PyPImapclassify—indirekt
PyPImapclassify2.10.0indirekt
PyPImaplibre—indirekt
PyPImaplibre0.3.6indirekt
PyPImapwidget—indirekt
PyPImapwidget0.2.0indirekt
PyPImarkdown3.10.2indirekt
PyPImarkdown-it-py4.2.0indirekt
PyPImarkupsafe3.0.3indirekt
PyPImarshmallow3.26.2indirekt
PyPImatplotlib3.11.0indirekt
PyPImatplotlib-inline0.2.2indirekt
PyPImdit-py-plugins0.6.1indirekt
PyPImdurl0.1.2indirekt
PyPImercantile1.2.1indirekt
PyPImethodtools0.4.7indirekt
PyPImgwr2.2.1indirekt
PyPImistune3.3.2indirekt
PyPImkdocs—indirekt
PyPImkdocs-git-revision-date-plugin—indirekt
PyPImkdocs-jupyter—indirekt
PyPImkdocs-material—indirekt
PyPImkdocs-pdf-export-plugin—indirekt
PyPImkdocstrings—indirekt
PyPImkdocstrings-crystal—indirekt
PyPImkdocstrings-python—indirekt
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PyPImomepy1.0.0indirekt
PyPImorecantile7.0.3indirekt
PyPImovingpandas—indirekt
PyPImovingpandas0.22.4indirekt
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PyPImsgpack1.2.1indirekt
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PyPImss10.2.0indirekt
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PyPImultimethod2.0.2indirekt
PyPImultipledispatch1.0.0indirekt
PyPImurmurhash1.0.15indirekt
PyPImypy-extensions1.1.0indirekt
PyPInarwhals2.23.0indirekt
PyPInbclient0.11.0indirekt
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PyPInbconvert7.17.1indirekt
PyPInbformat5.10.4indirekt
PyPInest-asyncio21.7.2indirekt
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PyPInetcdf41.7.4indirekt
PyPInetworkx—indirekt
PyPInetworkx3.6.1indirekt
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PyPInumba—indirekt
PyPInumba0.66.0indirekt
PyPInumcodecs0.16.5indirekt
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PyPInumpy2.4.6indirekt
PyPInvidia-cublas-cu1212.8.4.1indirekt
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PyPInvidia-cuda-nvrtc-cu1212.8.93indirekt
PyPInvidia-cuda-runtime-cu1212.8.90indirekt
PyPInvidia-cudnn-cu129.10.2.21indirekt
PyPInvidia-cufft-cu1211.3.3.83indirekt
PyPInvidia-cufile-cu121.13.1.3indirekt
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PyPInvidia-cusolver-cu1211.7.3.90indirekt
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PyPInvidia-cusparselt-cu120.7.1indirekt
PyPInvidia-nccl-cu122.27.5indirekt
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PyPIosmnx2.1.0indirekt
PyPIoverrides7.7.0indirekt
PyPIoverturemaps—indirekt
PyPIoverturemaps1.0.1indirekt
PyPIowslib—indirekt
PyPIowslib0.35.0indirekt
PyPIowslib0.36.0indirekt
PyPIpackaging26.2indirekt
PyPIpalettable—indirekt
PyPIpalettable3.3.3indirekt
PyPIpandas2.3.3indirekt
PyPIpandocfilters1.5.1indirekt
PyPIpanel—indirekt
PyPIpanel1.9.3indirekt
PyPIpanel-material-ui0.13.0indirekt
PyPIparam2.4.1indirekt
PyPIparso0.8.7indirekt
PyPIpartd1.4.2indirekt
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PyPIpatsy1.0.2indirekt
PyPIpexpect4.9.0indirekt
PyPIpillow12.3.0indirekt
PyPIpip—indirekt
PyPIplanetary-computer—indirekt
PyPIplanetary-computer1.0.0indirekt
PyPIplatformdirs4.10.0indirekt
PyPIploomber-core0.2.27indirekt
PyPIplotly—indirekt
PyPIplotly6.8.0indirekt
PyPIplum-dispatch2.9.0indirekt
PyPIpmtiles3.7.0indirekt
PyPIpointpats2.5.5indirekt
PyPIpointpats2.6.0indirekt
PyPIpooch1.9.0indirekt
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PyPIpydantic2.13.4indirekt
PyPIpydantic-core2.46.4indirekt
PyPIpyfiglet1.0.4indirekt
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PyPIpygis0.10.2indirekt
PyPIpygments2.20.0indirekt
PyPIpykdtree1.4.3indirekt
PyPIpymdown-extensions11.0.1indirekt
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PyPIpyntcloud0.3.1indirekt
PyPIpyogrio—indirekt
PyPIpyogrio0.13.0indirekt
PyPIpyorbital1.12.1indirekt
PyPIpyparsing3.3.2indirekt
PyPIpyperclip1.11.0indirekt
PyPIpyproj—indirekt
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PyPIpyresample—indirekt
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PyPIpysal—indirekt
PyPIpysal26.1indirekt
PyPIpyshp—indirekt
PyPIpyshp3.1.4indirekt
PyPIpysocks1.7.1indirekt
PyPIpystac1.15.1indirekt
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PyPIpystac-client0.9.0indirekt
PyPIpystac-core1.15.1indirekt
PyPIpystac-ext-classification2.0.0indirekt
PyPIpystac-ext-datacube2.2.0indirekt
PyPIpystac-ext-eo1.1.0indirekt
PyPIpystac-ext-file2.1.0indirekt
PyPIpystac-ext-grid1.1.0indirekt
PyPIpystac-ext-item-assets1.0.0indirekt
PyPIpystac-ext-label1.0.1indirekt
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PyPIpystac-ext-mlm1.4.0indirekt
PyPIpystac-ext-pointcloud1.0.0indirekt
PyPIpystac-ext-projection2.0.0indirekt
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PyPIpystac-ext-sar1.0.0indirekt
PyPIpystac-ext-sat1.0.0indirekt
PyPIpystac-ext-scientific1.0.0indirekt
PyPIpystac-ext-storage2.0.0indirekt
PyPIpystac-ext-table1.2.0indirekt
PyPIpystac-ext-timestamps1.1.0indirekt
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PyPIrasterio1.4.4indirekt
PyPIrasterio1.5.0indirekt
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PyPIsentinelsat1.2.1indirekt
PyPIsentry-sdk2.64.0indirekt
PyPIsertit1.54.2indirekt
PyPIserver-thread0.3.0indirekt
PyPIsetuptools83.0.0indirekt
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PyPIshapely2.1.2indirekt
PyPIshellingham1.5.4indirekt
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PyPIsimplejson4.1.1indirekt
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PyPIsimplekml1.3.6indirekt
PyPIsix1.17.0indirekt
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PyPIsliderule5.4.3indirekt
PyPIsmart-open8.0.0indirekt
PyPIsmmap5.0.3indirekt
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PyPIsolara1.60.0indirekt
PyPIsolara-server1.60.0indirekt
PyPIsolara-ui1.60.0indirekt
PyPIsortedcontainers2.4.0indirekt
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PyPIspaghetti1.7.6indirekt
PyPIspglm1.1.0indirekt
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PyPIspint1.0.7indirekt
PyPIspint1.1.0indirekt
PyPIsplot1.1.7indirekt
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PyPIspyndex—indirekt
PyPIspyndex0.11.0indirekt
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PyPIsqlglot30.12.0indirekt
PyPIsqlparse0.5.5indirekt
PyPIsrsly2.5.3indirekt
PyPIstack-data0.6.3indirekt
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PyPIstackstac0.5.1indirekt
PyPIstarlette1.3.1indirekt
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PyPIsympy1.14.0indirekt
PyPItblib3.2.2indirekt
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PyPItermcolor3.3.0indirekt
PyPIterminado0.18.1indirekt
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PyPIthreadpoolctl3.6.0indirekt
PyPItifffile2026.3.3indirekt
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PyPItinynetrc1.3.1indirekt
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PyPItqdm4.68.3indirekt
PyPItraitlets5.15.1indirekt
PyPItraittypes0.2.3indirekt
PyPItriton3.6.0indirekt
PyPItrollimage1.28.0indirekt
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PyPItruststore0.10.4indirekt
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PyPItyper0.26.8indirekt
PyPItyping-extensions4.16.0indirekt
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PyPItyping-inspection0.4.2indirekt
PyPItzdata2026.2indirekt
PyPIuc-micro-py2.0.0indirekt
PyPIuniversal-pathlib0.3.10indirekt
PyPIuri-template1.3.0indirekt
PyPIuritemplate4.2.0indirekt
PyPIurllib32.7.0indirekt
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PyPIusgs0.3.7indirekt
PyPIutm0.8.1indirekt
PyPIuvicorn0.50.2indirekt
PyPIuvloop0.22.1indirekt
PyPIvalidators0.35.0indirekt
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PyPIvoila0.5.12indirekt
PyPIvoila-topbar0.1.1indirekt
PyPIwandb0.28.0indirekt
PyPIwasabi1.1.3indirekt
PyPIwasmtime46.0.1indirekt
PyPIwatchdog—indirekt
PyPIwatchdog6.0.0indirekt
PyPIwatchfiles1.2.0indirekt
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PyPIweasel1.0.0indirekt
PyPIwebcolors25.10.0indirekt
PyPIwebencodings0.5.1indirekt
PyPIwebsocket-client1.9.0indirekt
PyPIwebsockets16.0indirekt
PyPIwerkzeug3.1.8indirekt
PyPIwheel—indirekt
PyPIwhitebox—indirekt
PyPIwhitebox2.3.6indirekt
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PyPIwhiteboxgui2.3.0indirekt
PyPIwidgetsnbextension4.0.15indirekt
PyPIwirerope1.0.0indirekt
PyPIwrapt2.2.2indirekt
PyPIwxee—indirekt
PyPIwxee0.5.0indirekt
PyPIxarray—indirekt
PyPIxarray2026.4.0indirekt
PyPIxarray-spatial—indirekt
PyPIxarray-spatial0.10.15indirekt
PyPIxarray-spatial0.5.3indirekt
PyPIxcube0.0.9indirekt
PyPIxdem0.2.3indirekt
PyPIxee—indirekt
PyPIxee0.1.1indirekt
PyPIxyzservices—indirekt
PyPIxyzservices2026.3.0indirekt
PyPIyarl1.24.2indirekt
PyPIzarr2.12.0indirekt
PyPIzict3.0.0indirekt
PyPIzipp4.1.0indirekt
PyPIzstandard0.25.0indirekt
JSON-Rohbericht maschinenlesbar
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          "type": "Bot",
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            "reason": "no dangerous workflow patterns detected",
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            "name": "Fuzzing",
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            "key": "stewardship",
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            "notes": [],
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                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "3,826 followers of opengeos",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 3826,
                      "login": "opengeos"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "166 public repos, account ~3 yr old",
                "points": 19.6,
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                "details": [
                  {
                    "code": "public_repos",
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                    "code": "account_age_years",
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                      "years": 3
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                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "excellent",
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        "value": 100,
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        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
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                "points": 24,
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                "key": "linter_config",
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              },
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                "key": "pre_commit_hooks",
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              {
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                "max_points": 6.4
              },
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                "key": "openssf_scorecard_ci_tests",
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          {
            "key": "documentation",
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            "notes": [],
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            "inputs": {
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            "components": [
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                "key": "readme",
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                "key": "documentation_directory",
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                "status": "met",
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                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
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                "key": "repository_description",
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                "status": "met",
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                "key": "topics",
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      {
        "key": "security",
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        "weight": 0.16,
        "metrics": [
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            "key": "security_posture",
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            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
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                "code": "excluded_no_data",
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                "key": "branch_protection",
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                "key": "cii_best_practices",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
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              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
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                "points": 10,
                "status": "met",
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                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
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                "key": "fuzzing",
                "name": "Fuzzing",
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                "status": "missed",
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                "key": "license",
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                "key": "maintained",
                "name": "Maintained",
                "detail": "2 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 1",
                "points": 0.8,
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                "key": "packaging",
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                "points": 5,
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                "key": "pinned_dependencies",
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              {
                "key": "sast",
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                "status": "missed",
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                "key": "signed_releases",
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                "key": "token_permissions",
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                "status": "missed",
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              {
                "key": "vulnerabilities",
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                "points": 6,
                "status": "partial",
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            "notes": [
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                "Iran",
                "North Korea"
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                "key": "policy_exposure_multiplier",
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                "status": "met",
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        "key": "ai_readiness",
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        "name": "AI Readiness",
        "value": 36,
        "weight": 0,
        "metrics": [
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            "key": "ai_agent_context",
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            "name": "Agent context & guidance",
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            "notes": [
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                "code": "excluded_no_data",
                "params": {
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                "key": "machine_readable_docs_llms_txt",
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                "code": "excluded_no_data",
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    "metrics_version": "1.13.0"
  },
  "warnings": [
    "pypi package 'geospatial' points at a different repository (https://github.com/opengeos/geospatial); excluded from ecosystem scoring"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-17T21:50:11.551459Z",
  "schema_version": "0.12.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/giswqs/geospatial.svg",
  "full_name": "giswqs/geospatial",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.12.0 — vollständige Methodik · Metriken-Wiki.

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