Python package for graph statistics
graspologic-org/graspologic має індекс здоров’я 65 зі 100, що відповідає смузі «Помірний». Найвищий показник — Community & Adoption (78/100), найнижчий — AI Readiness (45/100). Останнє оновлення було 32 дні тому. Більшість нещодавньої роботи виконують 2 учасники.
Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.
Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація |
|---|---|---|---|---|---|
| PyPI | graspologic | 3.4.4 | 136 490 | 237 | 315 днів тому |
Чи живий проєкт — чи пишеться код і чи виходять релізи?
| 18/36 | Свіжість push — останній push 32 дн. тому |
| 3.5/36 | Ритм комітів — 5/52 тижнів із комітами |
| 7.6/18 | Обсяг комітів — 6 комітів за останній рік |
| 0/10 | OpenSSF Scorecard: Maintained — 1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| commits_last_year | 6 |
| human_commit_share | — |
| days_since_last_push | 32 |
| active_weeks_last_year | 5 |
| 27/27 | Випускає релізи — опубліковано 19 релізів |
| 16.2/36 | Свіжість релізів — останній реліз 315 дн. тому |
| 19.8/27 | Ритм релізів — реліз кожні ~111,5 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
| releases_count | 19 |
| latest_release_tag | v3.4.4 |
| releases_from_tags | ні |
| days_since_latest_release | 315 |
| mean_days_between_releases | 111,5 |
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
| 48.7/60 | Зірки — 1 008 зірок |
| 18.6/25 | Форки — 173 форків |
| 7.1/15 | Спостерігачі — 20 спостерігачів |
| forks | 173 |
| stars | 1 008 |
| watchers | 20 |
| growth_state | organic |
| growth_factor_pct | 100 |
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (MIT) |
| 18/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 6.3/6.3 | Шаблон PR |
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | так |
| 68.5/80 | Щомісячні завантаження — 136 490 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
| packages | graspologic |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 136 490 |
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
| 25.2/54 | Бас-фактор — на 2 контриб’ютор(ів) припадає половина всіх комітів |
| 16.5/22.5 | Розподіл комітів — головний контриб’ютор — автор 27% комітів |
| 13.5/13.5 | Широта контриб’юторів — 58 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 13 contributing companies or organizations |
| bus_factor | 2 |
| contributors_sampled | 58 |
| top_contributor_share | 0,266 |
| 41/46.8 | Вирішення issue — закрито 88% issue |
| 26/38.3 | Прийняття PR — злито 376/553 вирішених PR |
| 7.5/15 | OpenSSF Scorecard: Code-Review — Found 14/28 approved changesets -- score normalized to 5 |
| merged_prs | 376 |
| open_issues | 65 |
| closed_issues | 466 |
| issue_closed_ratio | 0,878 |
| closed_unmerged_prs | 177 |
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 7.8/25 | Охоплення власника — 11 підписників у graspologic-org |
| 7.9/25 | Послужний список — 2 публічних репозиторіїв, вік облікового запису ~2 р. |
| followers | 11 |
| owner_type | Organization |
| is_verified | — |
| owner_login | graspologic-org |
| public_repos | 2 |
| account_age_days | 801 |
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 26/35 | Свіжість публікацій — остання публікація 315 дн. тому |
| 20/20 | Історія версій — 237 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
| packages | graspologic |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 315 |
Чи наявні базові інженерні практики та документація?
| 24/24 | Процеси CI — 3 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 2/20 | OpenSSF Scorecard: CI-Tests — 4 out of 22 merged PRs checked by a CI test -- score normalized to 1 |
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | ні |
| has_precommit_config | ні |
| 30/30 | README |
| 25/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://graspologic-org.github.io/graspologic/ |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 6 тем |
| 10/10 | Wiki |
| topics | graph, data-science, networks, python, machine-learning, graph-statistics |
| has_wiki | так |
| homepage | https://graspologic-org.github.io/graspologic/ |
| has_readme | так |
| has_docs_dir | так |
| has_description | так |
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 6/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 0.2/2.5 | CI-Tests — 4 out of 22 merged PRs checked by a CI test -- score normalized to 1 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 3.8/7.5 | Code-Review — Found 14/28 approved changesets -- score normalized to 5 |
| 2.5/2.5 | Contributors — project has 13 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Ліцензія — license file detected |
| 0/7.5 | Maintained — 1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 5/5 | Packaging — packaging workflow detected |
| 5/5 | Pinned-Dependencies — all dependencies are pinned |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 5/5 | Security-Policy — security policy file detected |
| 0/7.5 | Signed-Releases — немає даних |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 65 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 5,6 |
| 35/35 | Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень |
| 25/25 | Непрямі залежності без відомих сповіщень — жодна непряма залежність не має відомих сповіщень |
| 0/40 | Немає задавнених сповіщень — жодне сповіщення не має дати публікації |
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 39 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.
| 0/45 | Інструкції для агентів — немає CLAUDE.md / AGENTS.md / правил редактора |
| 0/15 | Машиночитана документація (llms.txt) |
| 0/40 | Читабельна історія комітів — немає даних |
| has_llms_txt | ні |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
| 0/18 | Розгортання однією командою |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 11/11 | Статична перевірка типів — graspologic/py.typed, mypy.ini |
| 10/10 | Відтворюване середовище — lockfile |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 0/8 | Автоматизоване супроводження — немає даних |
| 10/10 | OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned |
| has_nix | ні |
| has_tests | так |
| lockfiles | uv.lock |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | — |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | graspologic/py.typed, mypy.ini |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | — |
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (graspologic/py.typed, mypy.ini) |
| 54.6/55 | Керовані розміри файлів — 1/147 файлів вихідного коду понад 60 КБ |
| primary_language | Python |
| largest_source_bytes | 64 193 |
| source_files_sampled | 147 |
| oversized_source_files | 1 |
| 0/40 | Схема API (OpenAPI/GraphQL/proto) |
| 0/20 | Сервер MCP |
| 40/40 | Придатні до запуску приклади — notebooks |
| example_dirs | notebooks |
| has_mcp_signal | ні |
| api_schema_files | — |
Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.
Показано лише найновішу історію — цей репозиторій перевищує вікно збору, тож найраніша історія не захоплена.
Кожна точка охоплює 7 днів.
Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 8 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 1 | CI-Tests | 4 out of 22 merged PRs checked by a CI test -- score normalized to 1 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 5 | Code-Review | Found 14/28 approved changesets -- score normalized to 5 |
| 10 | Contributors | project has 13 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | 1 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 10 | Packaging | packaging workflow detected |
| 10 | Pinned-Dependencies | all dependencies are pinned |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 10 | Security-Policy | security policy file detected |
| н/д | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 65 existing vulnerabilities detected |
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | anytree | >=2.12.1,<3.0.0 | pyproject.toml |
| PyPI | beartype | >=0.20.0,<1.0.0 | pyproject.toml |
| PyPI | future | >=1.0.0,<2.0.0 | pyproject.toml |
| PyPI | gensim | >=4.3.3,<5.0.0 | pyproject.toml |
| PyPI | graspologic-native | >=1.2.1,<2.0.0 | pyproject.toml |
| PyPI | hyppo | >=0.5.2,<0.6.0 | pyproject.toml |
| PyPI | joblib | >=1.4.2,<2.0.0 | pyproject.toml |
| PyPI | matplotlib | >=3.8.4,<4.0.0 | pyproject.toml |
| PyPI | networkx | >=3.0,<4.0 | pyproject.toml |
| PyPI | numpy | >=1.26.4,<2.0.0 | pyproject.toml |
| PyPI | pot | >=0.9,<0.10.0 | pyproject.toml |
| PyPI | scikit-learn | >=1.4.2,<2.0.0 | pyproject.toml |
| PyPI | scipy | >=1.12.0,<2.0.0 | pyproject.toml |
| PyPI | seaborn | >=0.13.2,<0.14.0 | pyproject.toml |
| PyPI | statsmodels | >=0.14.2,<0.15.0 | pyproject.toml |
| PyPI | typing-extensions | >=4.4.0,<5.0.0 | pyproject.toml |
| PyPI | umap-learn | >=0.5.6,<0.6.0 | pyproject.toml |
Повний розв'язаний набір залежностей із графа залежностей GitHub: 17 прямих і 7 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | anytree | — | пряма |
| PyPI | beartype | — | пряма |
| PyPI | future | — | пряма |
| PyPI | gensim | — | пряма |
| PyPI | graspologic-native | — | пряма |
| PyPI | hyppo | — | пряма |
| PyPI | joblib | — | пряма |
| PyPI | matplotlib | — | пряма |
| PyPI | networkx | — | пряма |
| PyPI | numpy | — | пряма |
| PyPI | pot | — | пряма |
| PyPI | scikit-learn | — | пряма |
| PyPI | scipy | — | пряма |
| PyPI | seaborn | — | пряма |
| PyPI | statsmodels | — | пряма |
| PyPI | typing-extensions | — | пряма |
| PyPI | umap-learn | — | пряма |
| PyPI | ipykernel | — | непряма |
| PyPI | ipython | — | непряма |
| PyPI | nbsphinx | — | непряма |
| PyPI | numpydoc | 0.9.2 | непряма |
| PyPI | sphinx | 1.8.5 | непряма |
| PyPI | sphinx-rtd-theme | — | непряма |
| PyPI | sphinxcontrib-rawfiles | — | непряма |
Встановлення pypi:graspologic@3.4.4 тягне 39 пакетів, прямих і транзитивних: 0 мають відомі сповіщення, з них 0 — прямі залежності.
Жодне відоме сповіщення не стосується оцінених залежностей.
Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.
{
"data": {
"repo": {
"topics": [
"graph",
"data-science",
"networks",
"python",
"machine-learning",
"graph-statistics"
],
"is_fork": false,
"size_kb": 724746,
"has_wiki": true,
"homepage": "https://graspologic-org.github.io/graspologic/",
"languages": {
"Python": 1132802
},
"pushed_at": "2026-06-18T23:46:40Z",
"created_at": "2018-09-07T04:00:05Z",
"owner_type": "Organization",
"updated_at": "2026-07-17T07:19:48Z",
"description": "Python package for graph statistics",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "main",
"license_spdx_raw": "MIT",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": null,
"name": null,
"type": "Organization",
"login": "graspologic-org",
"company": null,
"location": null,
"followers": 11,
"avatar_url": "https://avatars.githubusercontent.com/u/169484585?v=4",
"created_at": "2024-05-10T17:32:43Z",
"is_verified": null,
"public_repos": 2,
"account_age_days": 801
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases_count": 19,
"commits_last_year": 6,
"latest_release_at": "2025-09-08T21:30:29Z",
"latest_release_tag": "v3.4.4",
"releases_from_tags": false,
"days_since_last_push": 32,
"active_weeks_last_year": 5,
"days_since_latest_release": 315,
"mean_days_between_releases": 111.5
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 75,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "graspologic",
"exists": true,
"license": "MIT",
"keywords": [
"Development Status :: 5 - Production/Stable",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.9",
"Topic :: Scientific/Engineering :: Mathematics"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/graspologic/",
"is_deprecated": false,
"latest_version": "3.4.4",
"repository_url": "https://github.com/graspologic-org/graspologic",
"versions_count": 237,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 136490,
"first_published_at": "2020-09-28T17:54:16.042666Z",
"latest_published_at": "2025-09-08T21:44:01.969188Z",
"latest_version_yanked": null,
"days_since_latest_publish": 315
}
]
},
"popularity": {
"forks": 173,
"stars": 1008,
"watchers": 20,
"star_history": {
"days": [
{
"date": "2019-03-31",
"count": 1
},
{
"date": "2019-04-01",
"count": 1
},
{
"date": "2019-04-03",
"count": 1
},
{
"date": "2019-04-11",
"count": 1
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{
"date": "2019-04-15",
"count": 2
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{
"date": "2019-04-16",
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{
"date": "2019-04-17",
"count": 3
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{
"date": "2019-04-18",
"count": 2
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{
"date": "2019-04-21",
"count": 2
},
{
"date": "2019-04-22",
"count": 1
},
{
"date": "2019-04-23",
"count": 4
},
{
"date": "2019-04-27",
"count": 1
},
{
"date": "2019-05-05",
"count": 1
},
{
"date": "2019-05-20",
"count": 1
},
{
"date": "2019-05-21",
"count": 1
},
{
"date": "2019-06-02",
"count": 2
},
{
"date": "2019-06-04",
"count": 1
},
{
"date": "2019-06-12",
"count": 1
},
{
"date": "2019-06-23",
"count": 1
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{
"date": "2019-06-26",
"count": 2
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{
"date": "2019-07-10",
"count": 1
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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"version": null,
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{
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{
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{
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{
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{
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"version": null,
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{
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{
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{
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{
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"version": null,
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],
"collected": true,
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},
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{
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"login": "j1c",
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{
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{
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{
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"login": "asaadeldin11",
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{
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"login": "loftusa",
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"avatar_url": "https://avatars.githubusercontent.com/u/12386450?v=4"
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{
"type": "User",
"login": "darthtrevino",
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},
{
"type": "User",
"login": "kareef928",
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"avatar_url": "https://avatars.githubusercontent.com/u/51966539?v=4"
},
{
"type": "User",
"login": "pauladkisson",
"commits": 10,
"avatar_url": "https://avatars.githubusercontent.com/u/34703136?v=4"
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{
"type": "Bot",
"login": "allcontributors[bot]",
"commits": 10,
"avatar_url": "https://avatars.githubusercontent.com/in/23186?v=4"
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],
"contributors_sampled": 58,
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"report.yml"
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"has_linter_config": false,
"has_precommit_config": false
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{
"name": "Binary-Artifacts",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
},
{
"name": "Branch-Protection",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
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"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"
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{
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{
"name": "Contributors",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
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"reason": "no dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
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"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
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"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
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"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
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{
"name": "Maintained",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
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"reason": "packaging workflow detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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{
"name": "Pinned-Dependencies",
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},
{
"name": "SAST",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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{
"name": "Security-Policy",
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"reason": "security policy file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
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{
"name": "Signed-Releases",
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"reason": "no releases found",
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{
"name": "Token-Permissions",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
},
{
"name": "Vulnerabilities",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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},
"config": {
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"source": {
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"key": "overall",
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"inputs": {
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"vitality": 45,
"community": 78,
"governance": 68,
"engineering": 70
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"components": []
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"categories": [
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"metrics": [
{
"key": "development_activity",
"band": "critical",
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"note": null,
"notes": [],
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"components": [
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{
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"status": "partial",
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{
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{
"key": "openssf_scorecard_maintained",
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]
},
{
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"components": [
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{
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{
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]
},
{
"key": "abandonment",
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"guards": [],
"signals": [],
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],
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"value": 78,
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"metrics": [
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"note": null,
"notes": [],
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"components": [
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"key": "stars",
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],
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{
"key": "forks",
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"points": 18.6,
"status": "partial",
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"code": "forks",
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}
],
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{
"key": "watchers",
"name": "Watchers",
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"points": 7.1,
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}
],
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]
},
{
"key": "community_health",
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"note": null,
"notes": [],
"value": 77,
"inputs": {
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"has_license": true,
"has_contributing": true,
"has_issue_template": false,
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"has_pull_request_template": true
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"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
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},
{
"key": "license",
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"points": 22.5,
"status": "met",
"details": [
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"code": "license_standard",
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{
"code": "license_spdx",
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],
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{
"key": "contributing_guide",
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"points": 18,
"status": "met",
"details": [],
"max_points": 18
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{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
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{
"key": "issue_template",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
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{
"key": "pr_template",
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"max_points": 6.3
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]
},
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"key": "ecosystem_adoption",
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"notes": [
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"code": "excluded_no_data",
"params": {
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},
{
"code": "weights_renormalized",
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],
"value": 86,
"inputs": {
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"dependents": null,
"ecosystems": "pypi",
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"components": [
{
"key": "monthly_downloads",
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"points": 68.5,
"status": "partial",
"details": [
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"ecosystems": "pypi"
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],
"max_points": 80
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{
"key": "registry_dependents",
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"status": "excluded",
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],
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{
"key": "governance",
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"components": [
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"key": "bus_factor",
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{
"key": "commit_distribution",
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"status": "partial",
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"code": "top_contributor_share",
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{
"key": "contributor_breadth",
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],
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{
"key": "openssf_scorecard_contributors",
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]
},
{
"key": "responsiveness",
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"details": [
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],
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{
"key": "pr_acceptance",
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{
"key": "openssf_scorecard_code_review",
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{
"key": "stewardship",
"band": "at_risk",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 46,
"inputs": {
"followers": 11,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "graspologic-org",
"public_repos": 2,
"account_age_days": 801
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "11 followers of graspologic-org",
"points": 7.8,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 11,
"login": "graspologic-org"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "2 public repos, account ~2 yr old",
"points": 7.9,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 2
}
},
{
"code": "account_age_years",
"params": {
"years": 2
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 91,
"inputs": {
"packages": [
"graspologic"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 315
},
"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 315 days ago",
"points": 26,
"status": "partial",
"details": [
{
"code": "publish_recency",
"params": {
"days": 315
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "237 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 237
}
}
],
"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": 70,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "3 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 3
}
}
],
"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": null,
"points": 0,
"status": "missed",
"details": [],
"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": "4 out of 22 merged PRs checked by a CI test -- score normalized to 1",
"points": 2,
"status": "partial",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "excellent",
"name": "Documentation",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"topics": [
"graph",
"data-science",
"networks",
"python",
"machine-learning",
"graph-statistics"
],
"has_wiki": true,
"homepage": "https://graspologic-org.github.io/graspologic/",
"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": "https://graspologic-org.github.io/graspologic/",
"points": 15,
"status": "met",
"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": "6 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 6
}
}
],
"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": 65,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 56,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 5.6
},
"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 is not maximal on development and all release branches",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "4 out of 22 merged PRs checked by a CI test -- score normalized to 1",
"points": 0.2,
"status": "partial",
"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 14/28 approved changesets -- score normalized to 5",
"points": 3.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 13 contributing companies or organizations",
"points": 2.5,
"status": "met",
"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": "update tool detected",
"points": 7.5,
"status": "met",
"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": "1 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 detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "all dependencies are pinned",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"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": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "65 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:graspologic@3.4.4 runtime dependency closure — what installing the published package pulls in — 39 packages. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"no_advisories_left_outstanding"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_published",
"params": {
"package": "pypi:graspologic@3.4.4",
"assessed": 39
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 39,
"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": "excellent",
"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": 39,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
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"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": "excellent",
"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"
],
"review_only_matches": 0,
"assessed_self_published_locations": 7
},
"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": "at_risk",
"name": "AI Readiness",
"value": 45,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 1,
"inputs": {
"has_llms_txt": false,
"legible_history_share": null,
"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": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "moderate",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice",
"automated_maintenance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 65,
"inputs": {
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"has_tests": true,
"lockfiles": [
"uv.lock"
],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
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],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": null
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"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": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "graspologic/py.typed, mypy.ini",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "graspologic/py.typed, mypy.ini"
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}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": "lockfile",
"points": 10,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "all dependencies are pinned",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 82,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 64193,
"source_files_sampled": 147,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (graspologic/py.typed, mypy.ini)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "graspologic/py.typed, mypy.ini",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/147 source files over 60KB",
"points": 54.6,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 147,
"oversized": 1
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"notebooks"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "notebooks",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "notebooks"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [],
"report_type": "repository",
"generated_at": "2026-07-21T04:30:24.292266Z",
"schema_version": "0.17.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/graspologic-org/graspologic.svg",
"full_name": "graspologic-org/graspologic",
"license_state": "standard",
"license_spdx": "MIT"
}Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.
Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.17.0 — повна методологія · вікі метрик.
Як окремий результат виглядає на тлі всього реєстру: сукупна статистика — PyPI.