Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 2.5.0 · 2026-07-30 22:19 UTC

nudomarinero / wquantiles

weighted quantiles with Python

PythonMIT★ 54 Sterne⑂ 13 Forksseit März 2014Auf GitHub ansehen ↗

nudomarinero/wquantiles erreicht einen Gesundheitsindex von 44 von 100 und liegt damit im Bereich Schwach. Am stärksten schneidet es bei Engineering Quality (72/100) ab, am schwächsten bei Vitality (15/100). Zuletzt vor 1891 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

44
gesamt / 100
Schwach

Software-Gesundheitsindex

Metriken werden auf einer standardisierten Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr gewichtetes Mittel, kalibriert auf die Verteilung des öffentlichen Registers, sodass die Stufen Perzentilbedeutung tragen; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze Gefährdet von 34.

44
Außergewöhnlich93-100Die Spitzengruppe des Registers (≈ obere 5 %); erfüllt im Wesentlichen alle geprüften Kriterien
Exzellent80-92Durchgehend stark; geringfügige Lücken
Gut65-79Gesund; Lücken sind begrenzt und beherrschbar
Mittel50-64Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Schwach35-49Wesentliche Schwächen in mehreren Bereichen
Gefährdet20-34Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-19Schwerwiegende 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.

Der gewichtete Gesamtwert 46 wird auf der veröffentlichten Indexskala auf 44 kalibriert (Register-Kalibrierung 2026-08-02).

Eigentümerschaft

Jose SabaterPersönliches Konto
27 Follower54 öffentliche Reposseit März 2010Docplanner

Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIwquantiles0.6-4vor 1891 Tagen

Metriken nach Kategorie

Vitalität

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

15Kritisch · 21 % des Gesamtindex
Wie die Bewertung erfolgt
0/36Push-Aktualität — letzter Push vor 1.891 Tagen
0/36Commit-Rhythmus — 0/52 Wochen mit Commits
0/18Commit-Volumen — 0 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
Verwendete Eingangsdaten
commits_last_year0
human_commit_share1
days_since_last_push1.891
active_weeks_last_year0
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 2 Releases veröffentlicht
0/36Release-Aktualität — letztes Release vor 1.891 Tagen
5.4/27Release-Rhythmus — ein Release etwa alle 2.297,8 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count2
latest_release_tagv0.6
releases_from_tagsnein
days_since_latest_release1.891
mean_days_between_releases2.297,8
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?

43Schwach · 17 % des Gesamtindex
Wie die Bewertung erfolgt
28/60Stars — 54 Stars
9/25Forks — 13 Forks
0/15Watcher — 1 Watcher
Verwendete Eingangsdaten
forks13
stars54
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
readme_badges
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
readme_badge_services
has_pull_request_templatenein

Nachhaltigkeit & Governance

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

53Mittel · 23 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
1.1/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 95 % der Commits
5.4/13.5Breite der Beitragenden — 4 Beitragende
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Verwendete Eingangsdaten
bus_factor1
contributors_sampled4
top_contributor_share0,949
Wie die Bewertung erfolgt
42/42Issue-Lösungsquote — 100 % der Issues geschlossen
30/30PR-Annahme — 5/5 entschiedene PRs gemergt
0/13Newcomer PR acceptance — kein PR eines Erstbeitragenden in 30 Tagen entschieden
1.5/15OpenSSF Scorecard: Code-Review — Found 3/16 approved changesets -- score normalized to 1
Verwendete Eingangsdaten
merged_prs5
open_issues0
closed_issues6
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio1
closed_unmerged_prs0
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): newcomer_pr_acceptance. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
10.4/25Reichweite des Inhabers — 27 Follower von nudomarinero
24.7/25Kontohistorie — 54 öffentliche Repos, Kontoalter ca. 16 Jahre
Verwendete Eingangsdaten
followers27
owner_typeUser
is_verified
owner_loginnudomarinero
public_repos54
account_age_days5.992
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Paketpflege

61Mittel
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
4/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 1.891 Tagen
12/20Versionshistorie — 4 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packageswquantiles
ecosystemspypi
any_deprecatednein
min_days_since_publish1.891

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

72Gut · 19 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 1 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — tox.ini
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 5 merged PRs checked by a CI test -- score normalized to 0
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_confignein

Dokumentation

85Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
10/10Repository-Beschreibung
10/10Topics — 5 Topics
10/10Wiki
Verwendete Eingangsdaten
topicspython, numpy, weighting, quantile, weighted-quantiles
has_wikija
homepage
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

54Mittel · 16 % des Gesamtindex
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
0/2.5CI-Tests — 0 out of 5 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0.8/7.5Code-Review — Found 3/16 approved changesets -- score normalized to 1
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
0/7.5Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
0/5Packaging — keine Daten
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
3.5/5SAST — SAST tool detected but not run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — keine Daten
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4,2
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.

Abhängigkeits-Advisories

100Außergewöhnlich
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
25/25Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories0
affected_packages0
assessed_packages1
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:wquantiles@0.6 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 1 Paketen. Erreichbarkeit wird nicht analysiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Trägt ein bewusst kleines Gewicht (4 %): Agenten-Tooling ist ein echtes Pflegesignal, doch ein Repository ohne jedes Signal kann weiterhin 100/100 erreichen.

35Schwach · 4 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
5.4/40Lesbare Commit-Historie — 6 von 59 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,102
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — docs/Makefile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration — tox.ini
0/11Statische Typprüfung
0/10Reproduzierbare Umgebung
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 59
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfiles
has_dockerfilenein
typed_languagenein
bootstrap_filesdocs/Makefile
has_devcontainernein
has_linter_configja
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
55/55Handhabbare Dateigrößen — 0/5 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes10.239
source_files_sampled5
oversized_source_files0

Eckdaten

54GitHub-Sterne
4Mitwirkende
0Commits, letzte 12 Monate
1.891Tage seit letztem Push
2Releases
1Bus-Faktor
0offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 13 ⇿
0Sterne
13Forks
2Releases

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.

03581013151312015-012020-022025-03
Major 0Minor 0Patch 0

Jeder Punkt umfasst 10 Tage.

OpenSSF Scorecard 4.2 / 10
4.2Gesamtwert

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 · 2026-07-30 22:19 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 5 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
1Code-ReviewFound 3/16 approved changesets -- score normalized to 1
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintained0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0
k. A.Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
7SASTSAST tool detected but not run on all commits
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direkte Abhängigkeiten 1
RegistryPaketVersionsvorgabeManifest
PyPInumpy>=1.18pyproject.toml
Alle Abhängigkeiten 3

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 1 direkte und 2 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPInumpydirekt
PyPIpytestindirekt
PyPIpythonindirekt
Abhängigkeits-Advisories 0

Die Installation von pypi:wquantiles@0.6 zieht 1 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": [
        "python",
        "numpy",
        "weighting",
        "quantile",
        "weighted-quantiles"
      ],
      "is_fork": false,
      "size_kb": 202,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Python": 7179
      },
      "pushed_at": "2021-05-26T12:41:17Z",
      "created_at": "2014-03-02T18:58:45Z",
      "owner_type": "User",
      "updated_at": "2026-02-26T17:29:20Z",
      "description": "weighted quantiles with Python",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "master",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "Jose Sabater",
      "type": "User",
      "login": "nudomarinero",
      "company": "Docplanner",
      "location": "Almería",
      "followers": 27,
      "avatar_url": "https://avatars.githubusercontent.com/u/215599?v=4",
      "created_at": "2010-03-04T12:25:20Z",
      "is_verified": null,
      "public_repos": 54,
      "account_age_days": 5992
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v0.6",
          "kind": "other",
          "published_at": "2021-05-26T12:41:17Z"
        },
        {
          "tag": "v0.3",
          "kind": "other",
          "published_at": "2015-02-09T16:22:08Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "a6e8bc8ebacbcb5691f0dc4fbad0b6895170dda9",
          "body": null,
          "is_bot": false,
          "headline": "Create codeql-analysis.yml",
          "author_name": "Jose Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2021-05-26T10:41:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48af56ee08bf38b9aa2b22030b5c48e984393a0c",
          "body": "Update packaging and test configuration",
          "is_bot": false,
          "headline": "Merge pull request #10 from nudomarinero/develop",
          "author_name": "Jose Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2021-05-26T10:35:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce4f8c9a1cd535670879f90135a5968a555eb405",
          "body": null,
          "is_bot": false,
          "headline": "Add changelog",
          "author_name": "Jose Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2021-05-26T09:58:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9bd434205a150ddfbb67623eda63581f8a5d2368",
          "body": null,
          "is_bot": false,
          "headline": "Update travis tests",
          "author_name": "Jose Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2021-05-26T09:57:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "213eca80dee824f54449b1c270a0615cb56b4611",
          "body": null,
          "is_bot": false,
          "headline": "Update dates",
          "author_name": "Jose Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2021-05-26T09:47:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2ded24d526bee8e9e149ab8be8fca371029a8eda",
          "body": null,
          "is_bot": false,
          "headline": "Update tox configuration",
          "author_name": "Jose Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2021-05-26T09:47:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d668d6e8fbf34f9b2fc06e939fa51ab66ad4e360",
          "body": null,
          "is_bot": false,
          "headline": "Use Poetry",
          "author_name": "Jose Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2021-05-26T09:46:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d361b33f0b66c1b69bf0a34a529110b2087b759f",
          "body": null,
          "is_bot": false,
          "headline": "Update testing config",
          "author_name": "Jose Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2021-05-26T09:45:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11c3561dbff73a42136a3b6c24ccc3e888697e3a",
          "body": null,
          "is_bot": false,
          "headline": "Update contact info",
          "author_name": "Jose Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2021-05-26T09:44:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d2faa8350e048f03524608c335d3eb297d7890c9",
          "body": null,
          "is_bot": false,
          "headline": "Create setup.cfg",
          "author_name": "Jose Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2021-05-26T09:43:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "55120dfd9730688c9dc32020563e53ebb902e7f0",
          "body": "replace recalculation of sum by last element of cumsum array",
          "is_bot": false,
          "headline": "Merge pull request #8 from spezold/fix_sum",
          "author_name": "Jose Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2019-02-04T16:07:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1a2f17fc2de1be46a2dcb054787956163562470",
          "body": null,
          "is_bot": false,
          "headline": "replace recalculation of sum by last element of cumsum array",
          "author_name": "Simon Pezold",
          "author_login": "spezold",
          "committed_at": "2019-02-01T11:25:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ace4eeb89a76ed850c0216bced22cd2f6050f54",
          "body": null,
          "is_bot": false,
          "headline": "Remove Travis testing of Python 3.2",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2017-05-11T15:25:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc588acb642a301f8888d1b0b3806143445f489c",
          "body": null,
          "is_bot": false,
          "headline": "Remove tox tests for 3.2 and fix",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2017-05-11T15:07:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "98163589cf40274c00927a98dd6c17eecc78a2ae",
          "body": null,
          "is_bot": false,
          "headline": "Add tests for Python 3.6 and separate development requirements",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2017-05-11T14:44:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "95a197eeff545c9fe7281fa04c7fd666f1bcdb88",
          "body": null,
          "is_bot": false,
          "headline": "Repair badge",
          "author_name": "Jose Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2017-02-13T16:37:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a675a7960768860dfd82d15a5cbebd5d33b7c0dc",
          "body": "Check deprecation warning",
          "is_bot": false,
          "headline": "Merge pull request #7 from nudomarinero/develop",
          "author_name": "Jose Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2017-01-20T11:07:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce47cdbfa1e2b3b638980cf8965ed345cd7302b7",
          "body": null,
          "is_bot": false,
          "headline": "Check deprecation warning",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2017-01-20T10:41:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e2e4afdd05866074ca1ca49ff477f621071d4fac",
          "body": "Added a deprecation warning to weighted.py",
          "is_bot": false,
          "headline": "Merge pull request #5 from madphysicist/patch-1",
          "author_name": "Jose Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2017-01-18T17:47:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "962a7534ce72a3a4e01feac288052488869c880c",
          "body": "This is probably a good idea even if you are currently in the alpha phase.",
          "is_bot": false,
          "headline": "Added a deprecation warning to weighted.py",
          "author_name": "Joseph Fox-Rabinovitz",
          "author_login": "madphysicist",
          "committed_at": "2017-01-18T17:33:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "697592fd401f767f5337625165f988bcbdb0f629",
          "body": null,
          "is_bot": false,
          "headline": "Update gitignore",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2017-01-09T17:59:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "715981ffefc5acb8b696ea61be7c909634e928ce",
          "body": null,
          "is_bot": false,
          "headline": "Change the main name to wquantiles",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2017-01-09T17:58:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3534ddcb3b399a157b790faac090aa397a93ac6",
          "body": null,
          "is_bot": false,
          "headline": "Remove tilde and update years",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2017-01-09T17:58:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8021b18006912dd71972df8600414308a23a4b9",
          "body": null,
          "is_bot": false,
          "headline": "Solve merge conflict with the quotes :)",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2016-03-22T18:14:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "65217453a6a251e1924eaa0df2a056acb012a10f",
          "body": null,
          "is_bot": false,
          "headline": "Prepare the assertion",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2016-03-22T18:12:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e39f3831ca7ca2d0a7f77735bdcc1435c9608171",
          "body": null,
          "is_bot": false,
          "headline": "Add tests for 3.4 and 3.5",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2016-03-22T18:12:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64a0a8e73f7d3d1de51480d9b8baffc46765ade2",
          "body": "Fix Flaky Setup.py",
          "is_bot": false,
          "headline": "Merge pull request #2 from mmulqueen/patch-1",
          "author_name": "Jose Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2016-03-22T18:09:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bfa3dbca2d4660c10f8b8bb50c69c3eb3df4ef2f",
          "body": null,
          "is_bot": false,
          "headline": "Stop importing self during setup",
          "author_name": "Michael Mulqueen",
          "author_login": "mmulqueen",
          "committed_at": "2016-03-22T11:59:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "09ca2be08e40b2f3823a925f06f0f62f8f41a871",
          "body": null,
          "is_bot": false,
          "headline": "Spaces",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2015-10-06T12:52:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d7faadbc97150fc204d478241ebcab6ecfe7e5fe",
          "body": null,
          "is_bot": false,
          "headline": "Add testing environments",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2015-10-06T12:52:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "137841a30d2677fbca95809dc836b0497a9b014a",
          "body": null,
          "is_bot": false,
          "headline": "Update Python 3 version",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2015-10-05T18:03:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3d42440c2e0772bae27d6a911cecf2c3b2cb163",
          "body": "…or the setup",
          "is_bot": false,
          "headline": "Increase version number and do not require the import of the module f…",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2015-10-05T17:48:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "269e6b0fed36951d585f84348303dd265f825d83",
          "body": null,
          "is_bot": false,
          "headline": "Small syntax changes",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2015-10-05T17:44:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53e717627244a02bdc32d0ce581430f3d35e7844",
          "body": null,
          "is_bot": false,
          "headline": "Build status and link to pypi added",
          "author_name": "Jose Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2015-02-11T17:44:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a4b1525c1f377aaea53d1dde82ec9c586354e52",
          "body": null,
          "is_bot": false,
          "headline": "DOI added",
          "author_name": "José Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2015-02-09T16:30:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a5f63cabcfac5bee5c9115718105b5bf642f213f",
          "body": "Some of the asserts used for the tests are not implemented in 2.6. Although the code probably works, the test will fail in 2.6 and Travis will raise an error.",
          "is_bot": false,
          "headline": "The tests fail in 2.6",
          "author_name": "José Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2014-04-14T22:14:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f97b63658205d475295d114ad8887a7acb03ef54",
          "body": null,
          "is_bot": false,
          "headline": "Install first the dependencies",
          "author_name": "José Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2014-04-14T21:22:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "05ca0e0bceec45cc3d894ca5ad895d78df504e8f",
          "body": null,
          "is_bot": false,
          "headline": "Test script corrected",
          "author_name": "José Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2014-04-14T21:18:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b85ad974910b2d2b1deb79083a275c2a5c39923",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'release/0.3'",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-04-14T19:53:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ed8035065ca097388d3772257097e8441fb0a9ff",
          "body": null,
          "is_bot": false,
          "headline": "Travis CI files added",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-04-14T19:39:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b842e5ea707a2686d49ce621db3deab8622a78c",
          "body": null,
          "is_bot": false,
          "headline": "Correct setup.py to be able to run tox",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-04-14T19:19:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b7df0ccd089d5d7b24debcb82b3e93ebb2b7585d",
          "body": null,
          "is_bot": false,
          "headline": "Setup adapted to the Cheese Shop and to run py.test",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-04-14T19:11:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c5bbe47c3a6253d8ca55ba2856d04c5c61d90b9",
          "body": null,
          "is_bot": false,
          "headline": "Version increased",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-04-14T19:10:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9afa164baadbd6833e507ab2a7bd22a9cca373cc",
          "body": null,
          "is_bot": false,
          "headline": "standalone py.test file",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-04-14T19:09:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9cf4717c63c47b505b956c942416e8ba76c60366",
          "body": null,
          "is_bot": false,
          "headline": "Tox file added. It works with, at least, Python 2.7 and 3.3",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-04-14T18:38:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "17946322e2e69091fa079292c94e40b52702eb5e",
          "body": null,
          "is_bot": false,
          "headline": "Version 0.2 merged back into the development brach",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-04-14T17:43:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7eeb698da9dc18960acad3e04df994601aee7f46",
          "body": null,
          "is_bot": false,
          "headline": "gitignore updated",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-04-14T17:16:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "47f1a6e10ebd0ea786fac851839c80ff9f8edd4f",
          "body": null,
          "is_bot": false,
          "headline": "gitignore updated",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-03-12T00:16:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0616d5e8f39507393bd4e2c0b2fca8b0e96a7049",
          "body": null,
          "is_bot": false,
          "headline": "Documentation updated",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-03-12T00:13:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8dc2dc29c4e64fbd05af38fffd09bb1a1e9901fe",
          "body": null,
          "is_bot": false,
          "headline": "Extend readme file",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-03-11T23:58:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "453f906ccf972fe97ce65fe16003ce11a21aa96b",
          "body": null,
          "is_bot": false,
          "headline": "quantiles extended to an arbitrary number of dimensions",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-03-11T23:50:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0ac597249cdf43a3c6ba1b489229e56ec830d150",
          "body": null,
          "is_bot": false,
          "headline": "Sanity checks in quantile_1D",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-03-11T23:40:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22fa4984b5cc4397a7068f6177bd2cc61e315b57",
          "body": null,
          "is_bot": false,
          "headline": "Documentation extended",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-03-11T23:27:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e8ceb28f1285ef331c53177f09153941bc84b98",
          "body": null,
          "is_bot": false,
          "headline": "Setup file and description of the library",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-03-11T23:06:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f7aacc9f5a10fd5ce4635e71a1454e3e265c8fe",
          "body": "First release of the weighted quantiles software",
          "is_bot": false,
          "headline": "Merge branch 'release/0.1'",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-03-10T17:18:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0fe9b047f7234f3fad5d179767e587f6e4c15180",
          "body": null,
          "is_bot": false,
          "headline": "First code",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-03-10T17:17:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1dfd2f21814bac31e59f07fdd72027b4aaf40596",
          "body": null,
          "is_bot": false,
          "headline": "gitignore updated",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-03-10T17:16:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff5db66a121139bb8c99f0f912b1dabc35e6f32f",
          "body": null,
          "is_bot": false,
          "headline": "Sphinx documantation added",
          "author_name": "José Sabater Montes",
          "author_login": "nudomarinero",
          "committed_at": "2014-03-06T00:59:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f606b69b168a4ca85e4354d0bc37614d1eae31ff",
          "body": null,
          "is_bot": false,
          "headline": "Initial commit",
          "author_name": "José Sabater",
          "author_login": "nudomarinero",
          "committed_at": "2014-03-02T18:58:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 2,
      "commits_last_year": 0,
      "latest_release_at": "2021-05-26T12:41:17Z",
      "latest_release_tag": "v0.6",
      "releases_from_tags": false,
      "days_since_last_push": 1891,
      "active_weeks_last_year": 0,
      "days_since_latest_release": 1891,
      "mean_days_between_releases": 2297.8
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 42,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "wquantiles",
          "exists": true,
          "license": "MIT",
          "keywords": [
            "Development Status :: 4 - Beta",
            "Environment :: Web Environment",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: MIT License",
            "Natural Language :: English",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Programming Language :: Python :: 3.8",
            "Programming Language :: Python :: 3.9",
            "Topic :: Scientific/Engineering :: Mathematics",
            "Topic :: Software Development :: Libraries :: Python Modules"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/wquantiles/",
          "is_deprecated": false,
          "latest_version": "0.6",
          "repository_url": "http://github.com/nudomarinero/wquantiles/",
          "versions_count": 4,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2014-04-14T19:55:57.683761Z",
          "latest_published_at": "2021-05-26T10:38:08.815172Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 1891
        }
      ]
    },
    "popularity": {
      "forks": 13,
      "stars": 54,
      "watchers": 1,
      "fork_history": {
        "days": [
          {
            "date": "2015-01-23",
            "count": 1
          },
          {
            "date": "2015-04-28",
            "count": 1
          },
          {
            "date": "2015-10-14",
            "count": 1
          },
          {
            "date": "2016-07-12",
            "count": 1
          },
          {
            "date": "2017-01-18",
            "count": 1
          },
          {
            "date": "2019-02-01",
            "count": 1
          },
          {
            "date": "2020-05-27",
            "count": 1
          },
          {
            "date": "2021-04-29",
            "count": 1
          },
          {
            "date": "2021-05-06",
            "count": 1
          },
          {
            "date": "2022-03-14",
            "count": 1
          },
          {
            "date": "2023-08-01",
            "count": 1
          },
          {
            "date": "2023-11-28",
            "count": 1
          },
          {
            "date": "2025-03-13",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 13,
        "total_forks": 13
      },
      "star_history": null,
      "open_issues_and_prs": 0
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [
        "docs/Makefile"
      ],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 10239,
      "source_files_sampled": 5,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "published_package",
        "source": "osv",
        "findings": [],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 1,
        "malicious_count": 0,
        "assessed_package": "pypi:wquantiles@0.6",
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "numpy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.18"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "numpy",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "python",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 3,
        "direct_count": 1,
        "indirect_count": 2
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 5,
        "open_issues": 0,
        "closed_ratio": 1,
        "closed_issues": 6,
        "closed_unmerged_prs": 0
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "nudomarinero",
          "commits": 56,
          "avatar_url": "https://avatars.githubusercontent.com/u/215599?v=4"
        },
        {
          "type": "User",
          "login": "madphysicist",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/4617010?v=4"
        },
        {
          "type": "User",
          "login": "mmulqueen",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/6616321?v=4"
        },
        {
          "type": "User",
          "login": "spezold",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/18681417?v=4"
        }
      ],
      "contributors_sampled": 4,
      "top_contributor_share": 0.949
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "codeql-analysis.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [
        "tox.ini"
      ],
      "has_editorconfig": false,
      "has_linter_config": true,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 0,
            "reason": "branch protection not enabled on development/release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 0,
            "reason": "0 out of 5 merged PRs checked by a CI test -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 1,
            "reason": "Found 3/16 approved changesets -- score normalized to 1",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 3,
            "reason": "project has 1 contributing companies or organizations -- score normalized to 3",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no 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",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 0,
            "reason": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 7,
            "reason": "SAST tool detected but not run on all commits",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 9,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "a6e8bc8ebacbcb5691f0dc4fbad0b6895170dda9",
        "ran_at": "2026-07-30T22:19:12Z",
        "aggregate_score": 4.2,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": true,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-04-14T03:28:53Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2021-05-26T10:35:57Z",
      "ci_last_conclusion": "FAILURE",
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/nudomarinero/wquantiles",
    "host": "github.com",
    "name": "wquantiles",
    "owner": "nudomarinero"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "weak",
      "name": "Overall health",
      "note": "The weighted overall 46 is calibrated to 44 on the published index scale (record calibration 2026-08-02).",
      "notes": [
        {
          "code": "overall_calibration",
          "params": {
            "raw": 46,
            "calibrated": 44,
            "calibration": "2026-08-02"
          }
        }
      ],
      "value": 44,
      "inputs": {
        "security": 54,
        "vitality": 15,
        "community": 43,
        "governance": 53,
        "calibration": "2026-08-02",
        "engineering": 72,
        "ai_readiness": 35,
        "weighted_overall_raw": 46
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "critical",
        "name": "Vitality",
        "value": 15,
        "weight": 0.21,
        "metrics": [
          {
            "key": "development_activity",
            "band": "critical",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "commits_last_year": 0,
              "human_commit_share": 1,
              "days_since_last_push": 1891,
              "active_weeks_last_year": 0
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 1891 days ago",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 1891
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "0/52 weeks with commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "0 commits in the last year",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "weak",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 36,
            "inputs": {
              "releases_count": 2,
              "latest_release_tag": "v0.6",
              "releases_from_tags": false,
              "days_since_latest_release": 1891,
              "mean_days_between_releases": 2297.8
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "2 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 1891 days ago",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 1891
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~2297.8 days",
                "points": 5.4,
                "status": "partial",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 2297.8
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "exceptional",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "dormant",
              "guards": [
                "no_open_demand",
                "dependencies_clean"
              ],
              "signals": [
                "scorecard_unmaintained",
                "broken_ci"
              ],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": 0,
              "unanswered_open_issues": 0,
              "days_since_last_merged_pr": 1896,
              "days_since_last_human_commit": 1896,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "no human commit for 1896 days, with nothing left unanswered; held at dormant by nothing open to answer, no affected dependency",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_quiet",
                    "params": {
                      "days": 1896
                    }
                  },
                  {
                    "code": "abandonment_guarded",
                    "params": {
                      "guards": "nothing open to answer, no affected dependency"
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "weak",
        "name": "Community & Adoption",
        "value": 43,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "weak",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 37,
            "inputs": {
              "forks": 13,
              "stars": 54,
              "watchers": 1,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "54 stars",
                "points": 28,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 54
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "13 forks",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "1 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 53,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 18,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 4,
              "top_contributor_share": 0.949
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 95% of commits",
                "points": 1.1,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 95
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "4 contributors",
                "points": 5.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 84,
            "inputs": {
              "merged_prs": 5,
              "open_issues": 0,
              "closed_issues": 6,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
              "prs_decided_30d": null,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 0,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 42,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "5/5 decided PRs merged",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 5,
                      "decided": 5
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 3/16 approved changesets -- score normalized to 1",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 56,
            "inputs": {
              "followers": 27,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "nudomarinero",
              "public_repos": 54,
              "account_age_days": 5992
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "27 followers of nudomarinero",
                "points": 10.4,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 27,
                      "login": "nudomarinero"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "54 public repos, account ~16 yr old",
                "points": 24.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 54
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 16
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "moderate",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "packages": [
                "wquantiles"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 1891
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 1891 days ago",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 1891
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "4 published versions",
                "points": 12,
                "status": "partial",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 72,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": "tox.ini",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tox.ini"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "0 out of 5 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "topics": [
                "python",
                "numpy",
                "weighting",
                "quantile",
                "weighted-quantiles"
              ],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "5 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 54,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "weak",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 43,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "0 out of 5 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 3/16 approved changesets -- score normalized to 1",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool detected but not run on all commits",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:wquantiles@0.6 runtime dependency closure — what installing the published package pulls in — 1 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:wquantiles@0.6",
                  "assessed": 1
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 1,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "no indirect dependency carries a known advisory",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "no_indirect_advisories",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "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",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 1,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 5
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "weak",
        "name": "AI Readiness",
        "value": 35,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 5,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.102,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "6 of 59 human commits state their intent (structured subject or explanatory body)",
                "points": 5.4,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 6,
                      "sampled": 59
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "docs/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": "tox.ini",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "tox.ini"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 59",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 59
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 10239,
              "source_files_sampled": 5,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/5 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 5,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [
        "library"
      ],
      "labels": [
        "library"
      ],
      "scores": {
        "library": 6
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-30T22:19:24.294628Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/n/nudomarinero/wquantiles.svg",
  "full_name": "nudomarinero/wquantiles",
  "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 v2.5.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte StatistikenPyPI.