Публічний реєстрДобрий
Звіт про здоров'я програмного забезпеченнясхема 0.17.0 · метрики 1.13.0 · 2026-07-21 04:11 UTC
MDAnalysis / mdanalysis
MDAnalysis is a Python library to analyze molecular dynamics simulations.
MDAnalysis/mdanalysis має індекс здоров’я 81 зі 100, що відповідає смузі «Добрий». Найвищий показник — Community & Adoption (86/100), найнижчий — AI Readiness (49/100). Останнє оновлення — сьогодні. Більшість нещодавньої роботи виконують 3 учасники.
81
загалом / 100Індекс здоров'я програмного забезпечення
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.
81
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
Профіль оцінок
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.
Власність
MDAnalysisОрганізація
347 підписників77 публічних репозиторіївз бер. 2015 р.
За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.
Пакетні екосистеми
| Реєстр | Пакет | Версія | Завантажень / міс | Версії | Остання публікація | Теги |
|---|---|---|---|---|---|---|
| PyPI | MDAnalysis | 2.10.0 | 206 770 | 47 | 276 днів тому | pythonsciencechemistrybiophysicsmolecular-dynamicscomputational-chemistrymolecular-simulationanalysistrajectory-analysis |
| PyPI | MDAnalysisTests | 2.10.0 | 12 818 | 44 | 276 днів тому | — |
Метрики за категоріями
Життєздатність
Чи живий проєкт — чи пишеться код і чи виходять релізи?
81
Активність розробки
89Відмінний
Як обчислюється оцінка
| 36/36 | Свіжість push — останній push 0 дн. тому |
| 24.9/36 | Ритм комітів — 36/52 тижнів із комітами |
| 18/18 | Обсяг комітів — 110 комітів за останній рік |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10 |
Використані вхідні дані
| commits_last_year | 110 |
| human_commit_share | — |
| days_since_last_push | 0 |
| active_weeks_last_year | 36 |
Дисципліна релізів
70Добрий
Як обчислюється оцінка
| 27/27 | Випускає релізи — опубліковано 33 релізів |
| 16.2/36 | Свіжість релізів — останній реліз 276 дн. тому |
| 19.8/27 | Ритм релізів — реліз кожні ~115 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — немає даних |
Використані вхідні дані
| releases_count | 33 |
| latest_release_tag | package-2.10.0 |
| releases_from_tags | ні |
| days_since_latest_release | 276 |
| mean_days_between_releases | 115 |
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: Signed-Releases. Залишкові ваги перенормовано.
Спільнота та впровадження
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
86
Популярність і впровадження
85Відмінний
Як обчислюється оцінка
| 52/60 | Зірки — 1 610 зірок |
| 24.4/25 | Форки — 849 форків |
| 8.9/15 | Спостерігачі — 41 спостерігачів |
Використані вхідні дані
| forks | 849 |
| stars | 1 610 |
| watchers | 41 |
| growth_state | organic |
| growth_factor_pct | 100 |
Здоров'я спільноти
86Відмінний
Як обчислюється оцінка
| 22.5/22.5 | README |
| 16.9/22.5 | Ліцензія — файл ліцензії наявний, не є визнаною ліцензією |
| 18/18 | Настанови CONTRIBUTING |
| 13.5/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 6.3/6.3 | Шаблон PR |
Використані вхідні дані
| has_readme | так |
| has_license | так |
| has_contributing | так |
| has_issue_template | ні |
| has_code_of_conduct | так |
| has_pull_request_template | так |
Впровадження в екосистемі (завантаження)
89Відмінний
Як обчислюється оцінка
| 71.2/80 | Щомісячні завантаження — 219 588 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
Використані вхідні дані
| packages | MDAnalysis, MDAnalysisTests |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 219 588 |
Виключено з оцінювання (немає даних або не застосовно): Залежні пакети в реєстрі. Залишкові ваги перенормовано.
Сталість та врядування
Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?
81
Як обчислюється оцінка
| 36/54 | Бас-фактор — на 3 контриб’ютор(ів) припадає половина всіх комітів |
| 17.9/22.5 | Розподіл комітів — головний контриб’ютор — автор 21% комітів |
| 13.5/13.5 | Широта контриб’юторів — 100 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 57 contributing companies or organizations |
Використані вхідні дані
| bus_factor | 3 |
| contributors_sampled | 100 |
| top_contributor_share | 0,206 |
Реактивність на issue та PR
84Добрий
Як обчислюється оцінка
| 38.2/46.8 | Вирішення issue — закрито 82% issue |
| 31.2/38.3 | Прийняття PR — злито 2 091/2 567 вирішених PR |
| 15/15 | OpenSSF Scorecard: Code-Review — all changesets reviewed |
Використані вхідні дані
| merged_prs | 2 091 |
| open_issues | 440 |
| closed_issues | 1 977 |
| issue_closed_ratio | 0,818 |
| closed_unmerged_prs | 476 |
Власність та опіка
73Добрий
Як обчислюється оцінка
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 18.3/25 | Охоплення власника — 347 підписників у MDAnalysis |
| 25/25 | Послужний список — 77 публічних репозиторіїв, вік облікового запису ~11 р. |
Використані вхідні дані
| followers | 347 |
| owner_type | Organization |
| is_verified | — |
| owner_login | MDAnalysis |
| public_repos | 77 |
| account_age_days | 4 148 |
Супровід пакетів
91Відмінний
Як обчислюється оцінка
| 25/25 | Опубліковано й доступно — 2 пакет(ів) у pypi |
| 26/35 | Свіжість публікацій — остання публікація 276 дн. тому |
| 20/20 | Історія версій — 47 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
Використані вхідні дані
| packages | MDAnalysis, MDAnalysisTests |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 276 |
Інженерна якість
Чи наявні базові інженерні практики та документація?
80
Інженерні практики
84Добрий
Як обчислюється оцінка
| 24/24 | Процеси CI — 5 процес(ів) CI |
| 24/24 | Наявні тести |
| 16/16 | Конфігурація лінтера — .flake8, .pylintrc |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 23 out of 23 merged PRs checked by a CI test -- score normalized to 10 |
Використані вхідні дані
| has_ci | так |
| has_tests | так |
| has_editorconfig | ні |
| has_linter_config | так |
| has_precommit_config | ні |
Документація
75Добрий
Як обчислюється оцінка
| 30/30 | README |
| 0/25 | Каталог документації |
| 15/15 | Сайт документації / домашня сторінка — https://mdanalysis.org |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 8 тем |
| 10/10 | Wiki |
Використані вхідні дані
| topics | molecular-dynamics, python, science, trajectory-analysis, molecular-simulation, molecular-dynamics-simulation, mdanalysis, computational-chemistry |
| has_wiki | так |
| homepage | https://mdanalysis.org |
| has_readme | так |
| has_docs_dir | ні |
| has_description | так |
Безпека
Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?
74
Стан безпеки
68Помірний
Як обчислюється оцінка
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — немає даних |
| 2.5/2.5 | CI-Tests — 23 out of 23 merged PRs checked by a CI test -- score normalized to 10 |
| 0.5/2.5 | CII-Best-Practices — badge detected: InProgress |
| 7.5/7.5 | Code-Review — all changesets reviewed |
| 2.5/2.5 | Contributors — project has 57 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 |
| 2.2/2.5 | Ліцензія — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 1/5 | SAST — SAST tool is not run on all commits -- score normalized to 2 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — немає даних |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Використані вхідні дані
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 6,8 |
Виключено з оцінювання (немає даних або не застосовно): branch_protection, signed_releases. Залишкові ваги перенормовано.
Сповіщення про залежності
100Відмінний
Як обчислюється оцінка
| 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 |
Використані вхідні дані
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 21 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Виключено з оцінювання (немає даних або не застосовно): Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено з runtime-замиканням залежностей pypi:MDAnalysis@2.10.0 — тим, що тягне за собою встановлення опублікованого пакета, — 21 пакетів. Досяжність не аналізується.
Готовність до ШІ
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.
49
Контекст і настанови для агентів
1Критичний
Як обчислюється оцінка
| 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 |
Використані вхідні дані
| has_llms_txt | ні |
| legible_history_share | — |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Виключено з оцінювання (немає даних або не застосовно): Читабельна історія комітів. Залишкові ваги перенормовано.
Як обчислюється оцінка
| 18/18 | Розгортання однією командою — package/doc/sphinx/Makefile |
| 22/22 | Автоматизовані тести |
| 11/11 | Конфігурація лінтера / форматера — .flake8, .pylintrc |
| 11/11 | Статична перевірка типів — mypy.ini |
| 0/10 | Відтворюване середовище |
| 0/10 | Підтверджена практика роботи з агентами — немає даних |
| 5/8 | Автоматизоване супроводження — автоматизацію залежностей налаштовано, але у вибірці комітів її не видно |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Використані вхідні дані
| has_nix | ні |
| has_tests | так |
| lockfiles | — |
| has_dockerfile | ні |
| typed_language | ні |
| bootstrap_files | package/doc/sphinx/Makefile |
| has_devcontainer | ні |
| has_linter_config | так |
| typecheck_configs | mypy.ini |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Виключено з оцінювання (немає даних або не застосовно): Підтверджена практика роботи з агентами. Залишкові ваги перенормовано.
Читабельність коду для моделей
80Добрий
Як обчислюється оцінка
| 27/45 | Типізований код — Python з конфігурацією перевірки типів (mypy.ini) |
| 52.7/55 | Керовані розміри файлів — 19/454 файлів вихідного коду понад 60 КБ |
Використані вхідні дані
| primary_language | Python |
| largest_source_bytes | 190 357 |
| source_files_sampled | 454 |
| oversized_source_files | 19 |
Ключові факти
1 610зірок GitHub
100контриб'юторів
110комітів за останні 12 місяців
0днів від останнього пушу
33релізів
3бас-фактор
440відкритих issue
PyPIпакетних екосистем
Докладніше
Історія зірок і форків 1 610 ★ / 0 ⇿
1 610Зірки
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 5 днів.
OpenSSF Scorecard 6.8 / 10
6.8сукупно
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 |
| н/д | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 23 out of 23 merged PRs checked by a CI test -- score normalized to 10 |
| 2 | CII-Best-Practices | badge detected: InProgress |
| 10 | Code-Review | all changesets reviewed |
| 10 | Contributors | project has 57 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 |
| 9 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 2 | SAST | SAST tool is not run on all commits -- score normalized to 2 |
| 0 | Security-Policy | security policy file not detected |
| н/д | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Прямі залежності 11
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | numpy | >=1.26.0 | package/pyproject.toml |
| PyPI | GridDataFormats | >=0.4.0 | package/pyproject.toml |
| PyPI | mmtf-python | >=1.0.0 | package/pyproject.toml |
| PyPI | joblib | >=0.12 | package/pyproject.toml |
| PyPI | scipy | >=1.5.0 | package/pyproject.toml |
| PyPI | matplotlib | >=1.5.1 | package/pyproject.toml |
| PyPI | tqdm | >=4.43.0 | package/pyproject.toml |
| PyPI | threadpoolctl | — | package/pyproject.toml |
| PyPI | packaging | — | package/pyproject.toml |
| PyPI | filelock | — | package/pyproject.toml |
| PyPI | mda-xdrlib | — | package/pyproject.toml |
Усі залежності 37
Повний розв'язаний набір залежностей із графа залежностей GitHub: 11 прямих і 26 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | filelock | — | пряма |
| PyPI | griddataformats | — | пряма |
| PyPI | joblib | — | пряма |
| PyPI | matplotlib | — | пряма |
| PyPI | mda-xdrlib | — | пряма |
| PyPI | mmtf-python | — | пряма |
| PyPI | numpy | — | пряма |
| PyPI | packaging | — | пряма |
| PyPI | scipy | — | пряма |
| PyPI | threadpoolctl | — | пряма |
| PyPI | tqdm | — | пряма |
| PyPI | biopython | — | непряма |
| PyPI | chemfiles | — | непряма |
| PyPI | codecov | — | непряма |
| PyPI | cython | — | непряма |
| PyPI | gsd | — | непряма |
| PyPI | h5py | — | непряма |
| PyPI | hypothesis | — | непряма |
| PyPI | imdclient | — | непряма |
| PyPI | mdanalysis | 2.11.0-dev0 | непряма |
| PyPI | mdanalysis-sphinx-theme | — | непряма |
| PyPI | mypy | 0.960 | непряма |
| PyPI | netcdf4 | — | непряма |
| PyPI | networkx | — | непряма |
| PyPI | parmed | — | непряма |
| PyPI | pooch | — | непряма |
| PyPI | pyedr | — | непряма |
| PyPI | pytest | — | непряма |
| PyPI | pytng | — | непряма |
| PyPI | rdkit | — | непряма |
| PyPI | scikit-learn | — | непряма |
| PyPI | seaborn | — | непряма |
| PyPI | setuptools | — | непряма |
| PyPI | sphinx | — | непряма |
| PyPI | sphinx-sitemap | — | непряма |
| PyPI | tidynamics | — | непряма |
| PyPI | typing-extensions | — | непряма |
Сповіщення про залежності 0
Встановлення pypi:MDAnalysis@2.10.0 тягне 21 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.
Звіт у форматі JSON машиночитний
{
"data": {
"repo": {
"topics": [
"molecular-dynamics",
"python",
"science",
"trajectory-analysis",
"molecular-simulation",
"molecular-dynamics-simulation",
"mdanalysis",
"computational-chemistry"
],
"is_fork": false,
"size_kb": 581761,
"has_wiki": true,
"homepage": "https://mdanalysis.org",
"languages": {
"C": 324832,
"Arc": 3855,
"TeX": 26938,
"GAMS": 122873,
"Shell": 3690,
"Cython": 21522,
"Python": 5780660,
"Makefile": 4740,
"Starlark": 1233
},
"pushed_at": "2026-07-20T17:59:04Z",
"created_at": "2015-04-04T00:39:41Z",
"owner_type": "Organization",
"updated_at": "2026-07-20T17:55:56Z",
"description": "MDAnalysis is a Python library to analyze molecular dynamics simulations.",
"is_archived": false,
"is_disabled": false,
"license_spdx": null,
"default_branch": "develop",
"license_spdx_raw": "NOASSERTION",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://mdanalysis.org",
"name": "MDAnalysis",
"type": "Organization",
"login": "MDAnalysis",
"company": null,
"location": "United States of America",
"followers": 347,
"avatar_url": "https://avatars.githubusercontent.com/u/11445951?v=4",
"created_at": "2015-03-12T18:25:54Z",
"is_verified": null,
"public_repos": 77,
"account_age_days": 4148
},
"license": {
"state": "custom",
"spdx_id": null,
"raw_spdx": "NOASSERTION",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases_count": 33,
"commits_last_year": 110,
"latest_release_at": "2025-10-17T23:51:22Z",
"latest_release_tag": "package-2.10.0",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 36,
"days_since_latest_release": 276,
"mean_days_between_releases": 115
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 87,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "MDAnalysis",
"exists": true,
"license": null,
"keywords": [
"python",
"science",
"chemistry",
"biophysics",
"molecular-dynamics",
"computational-chemistry",
"molecular-simulation",
"analysis",
"trajectory-analysis",
"Development Status :: 6 - Mature",
"Environment :: Console",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: GNU Lesser General Public License v3 or later (LGPLv3+)",
"Operating System :: MacOS :: MacOS X",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Programming Language :: C",
"Programming Language :: Python",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Topic :: Scientific/Engineering",
"Topic :: Scientific/Engineering :: Bio-Informatics",
"Topic :: Scientific/Engineering :: Chemistry",
"Topic :: Software Development :: Libraries :: Python Modules"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/MDAnalysis/",
"is_deprecated": false,
"latest_version": "2.10.0",
"repository_url": "https://github.com/mdanalysis/mdanalysis",
"versions_count": 47,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 206770,
"first_published_at": "2012-07-04T21:50:54.425907Z",
"latest_published_at": "2025-10-17T23:58:06.241683Z",
"latest_version_yanked": null,
"days_since_latest_publish": 276
},
{
"name": "MDAnalysisTests",
"exists": true,
"license": null,
"keywords": [
"Development Status :: 6 - Mature",
"Environment :: Console",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: GNU Lesser General Public License v3 or later (LGPLv3+)",
"Operating System :: MacOS :: MacOS X",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Programming Language :: C",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Topic :: Scientific/Engineering",
"Topic :: Scientific/Engineering :: Bio-Informatics",
"Topic :: Scientific/Engineering :: Chemistry",
"Topic :: Software Development :: Libraries :: Python Modules"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/MDAnalysisTests/",
"is_deprecated": false,
"latest_version": "2.10.0",
"repository_url": "https://github.com/mdanalysis/mdanalysis",
"versions_count": 44,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 12818,
"first_published_at": "2012-07-04T21:54:53.964322Z",
"latest_published_at": "2025-10-17T23:57:31.373740Z",
"latest_version_yanked": null,
"days_since_latest_publish": 276
}
]
},
"popularity": {
"forks": 849,
"stars": 1610,
"watchers": 41,
"star_history": {
"days": [
{
"date": "2021-08-18",
"count": 2
},
{
"date": "2021-08-20",
"count": 1
},
{
"date": "2021-08-22",
"count": 2
},
{
"date": "2021-08-23",
"count": 1
},
{
"date": "2021-08-25",
"count": 2
},
{
"date": "2021-08-26",
"count": 1
},
{
"date": "2021-08-27",
"count": 1
},
{
"date": "2021-08-28",
"count": 1
},
{
"date": "2021-08-29",
"count": 1
},
{
"date": "2021-08-30",
"count": 2
},
{
"date": "2021-09-04",
"count": 1
},
{
"date": "2021-09-06",
"count": 1
},
{
"date": "2021-09-07",
"count": 1
},
{
"date": "2021-09-09",
"count": 1
},
{
"date": "2021-09-10",
"count": 1
},
{
"date": "2021-09-11",
"count": 1
},
{
"date": "2021-09-14",
"count": 1
},
{
"date": "2021-09-19",
"count": 1
},
{
"date": "2021-09-20",
"count": 1
},
{
"date": "2021-09-24",
"count": 1
},
{
"date": "2021-09-25",
"count": 1
},
{
"date": "2021-09-29",
"count": 1
},
{
"date": "2021-09-30",
"count": 2
},
{
"date": "2021-10-01",
"count": 1
},
{
"date": "2021-10-06",
"count": 1
},
{
"date": "2021-10-07",
"count": 1
},
{
"date": "2021-10-12",
"count": 3
},
{
"date": "2021-10-14",
"count": 2
},
{
"date": "2021-10-18",
"count": 1
},
{
"date": "2021-10-19",
"count": 1
},
{
"date": "2021-10-21",
"count": 1
},
{
"date": "2021-10-25",
"count": 1
},
{
"date": "2021-10-26",
"count": 1
},
{
"date": "2021-10-27",
"count": 1
},
{
"date": "2021-10-28",
"count": 1
},
{
"date": "2021-10-30",
"count": 2
},
{
"date": "2021-11-01",
"count": 1
},
{
"date": "2021-11-03",
"count": 1
},
{
"date": "2021-11-04",
"count": 1
},
{
"date": "2021-11-05",
"count": 1
},
{
"date": "2021-11-12",
"count": 1
},
{
"date": "2021-11-14",
"count": 1
},
{
"date": "2021-11-19",
"count": 2
},
{
"date": "2021-11-22",
"count": 1
},
{
"date": "2021-11-24",
"count": 2
},
{
"date": "2021-11-25",
"count": 1
},
{
"date": "2021-11-26",
"count": 1
},
{
"date": "2021-11-27",
"count": 1
},
{
"date": "2021-11-28",
"count": 1
},
{
"date": "2021-11-29",
"count": 1
},
{
"date": "2021-12-04",
"count": 1
},
{
"date": "2021-12-08",
"count": 1
},
{
"date": "2021-12-11",
"count": 1
},
{
"date": "2021-12-14",
"count": 1
},
{
"date": "2021-12-16",
"count": 1
},
{
"date": "2021-12-18",
"count": 1
},
{
"date": "2021-12-20",
"count": 1
},
{
"date": "2021-12-21",
"count": 1
},
{
"date": "2021-12-22",
"count": 1
},
{
"date": "2021-12-24",
"count": 2
},
{
"date": "2021-12-30",
"count": 3
},
{
"date": "2022-01-03",
"count": 2
},
{
"date": "2022-01-06",
"count": 1
},
{
"date": "2022-01-08",
"count": 1
},
{
"date": "2022-01-11",
"count": 1
},
{
"date": "2022-01-14",
"count": 1
},
{
"date": "2022-01-17",
"count": 1
},
{
"date": "2022-01-18",
"count": 1
},
{
"date": "2022-01-19",
"count": 1
},
{
"date": "2022-01-27",
"count": 3
},
{
"date": "2022-01-28",
"count": 2
},
{
"date": "2022-01-30",
"count": 1
},
{
"date": "2022-02-01",
"count": 1
},
{
"date": "2022-02-02",
"count": 1
},
{
"date": "2022-02-03",
"count": 1
},
{
"date": "2022-02-04",
"count": 1
},
{
"date": "2022-02-05",
"count": 1
},
{
"date": "2022-02-07",
"count": 1
},
{
"date": "2022-02-09",
"count": 1
},
{
"date": "2022-02-12",
"count": 1
},
{
"date": "2022-02-14",
"count": 1
},
{
"date": "2022-02-15",
"count": 1
},
{
"date": "2022-02-20",
"count": 2
},
{
"date": "2022-02-22",
"count": 2
},
{
"date": "2022-03-04",
"count": 3
},
{
"date": "2022-03-06",
"count": 1
},
{
"date": "2022-03-08",
"count": 1
},
{
"date": "2022-03-09",
"count": 6
},
{
"date": "2022-03-10",
"count": 5
},
{
"date": "2022-03-11",
"count": 1
},
{
"date": "2022-03-12",
"count": 1
},
{
"date": "2022-03-13",
"count": 1
},
{
"date": "2022-03-14",
"count": 2
},
{
"date": "2022-03-17",
"count": 1
},
{
"date": "2022-03-18",
"count": 1
},
{
"date": "2022-03-21",
"count": 2
},
{
"date": "2022-03-22",
"count": 1
},
{
"date": "2022-03-23",
"count": 2
},
{
"date": "2022-03-24",
"count": 2
},
{
"date": "2022-03-25",
"count": 1
},
{
"date": "2022-03-26",
"count": 1
},
{
"date": "2022-03-27",
"count": 1
},
{
"date": "2022-03-29",
"count": 2
},
{
"date": "2022-03-30",
"count": 1
},
{
"date": "2022-03-31",
"count": 1
},
{
"date": "2022-04-01",
"count": 1
},
{
"date": "2022-04-02",
"count": 1
},
{
"date": "2022-04-03",
"count": 1
},
{
"date": "2022-04-04",
"count": 1
},
{
"date": "2022-04-08",
"count": 2
},
{
"date": "2022-04-09",
"count": 7
},
{
"date": "2022-04-10",
"count": 2
},
{
"date": "2022-04-11",
"count": 1
},
{
"date": "2022-04-14",
"count": 1
},
{
"date": "2022-04-18",
"count": 1
},
{
"date": "2022-04-19",
"count": 4
},
{
"date": "2022-04-22",
"count": 1
},
{
"date": "2022-05-05",
"count": 1
},
{
"date": "2022-05-09",
"count": 1
},
{
"date": "2022-05-10",
"count": 2
},
{
"date": "2022-05-13",
"count": 1
},
{
"date": "2022-05-14",
"count": 1
},
{
"date": "2022-05-18",
"count": 1
},
{
"date": "2022-05-23",
"count": 1
},
{
"date": "2022-05-24",
"count": 1
},
{
"date": "2022-05-26",
"count": 1
},
{
"date": "2022-05-27",
"count": 1
},
{
"date": "2022-05-30",
"count": 1
},
{
"date": "2022-05-31",
"count": 1
},
{
"date": "2022-06-03",
"count": 2
},
{
"date": "2022-06-05",
"count": 3
},
{
"date": "2022-06-07",
"count": 3
},
{
"date": "2022-06-08",
"count": 1
},
{
"date": "2022-06-09",
"count": 2
},
{
"date": "2022-06-12",
"count": 2
},
{
"date": "2022-06-14",
"count": 2
},
{
"date": "2022-06-19",
"count": 1
},
{
"date": "2022-06-22",
"count": 1
},
{
"date": "2022-06-28",
"count": 1
},
{
"date": "2022-06-30",
"count": 1
},
{
"date": "2022-07-02",
"count": 1
},
{
"date": "2022-07-09",
"count": 1
},
{
"date": "2022-07-12",
"count": 1
},
{
"date": "2022-07-14",
"count": 1
},
{
"date": "2022-07-15",
"count": 1
},
{
"date": "2022-07-16",
"count": 1
},
{
"date": "2022-07-24",
"count": 2
},
{
"date": "2022-07-25",
"count": 1
},
{
"date": "2022-07-27",
"count": 3
},
{
"date": "2022-07-28",
"count": 2
},
{
"date": "2022-07-31",
"count": 1
},
{
"date": "2022-08-03",
"count": 1
},
{
"date": "2022-08-07",
"count": 1
},
{
"date": "2022-08-16",
"count": 2
},
{
"date": "2022-08-21",
"count": 1
},
{
"date": "2022-08-23",
"count": 1
},
{
"date": "2022-08-24",
"count": 1
},
{
"date": "2022-08-25",
"count": 1
},
{
"date": "2022-08-27",
"count": 2
},
{
"date": "2022-08-29",
"count": 1
},
{
"date": "2022-09-01",
"count": 1
},
{
"date": "2022-09-03",
"count": 1
},
{
"date": "2022-09-05",
"count": 1
},
{
"date": "2022-09-07",
"count": 1
},
{
"date": "2022-09-08",
"count": 1
},
{
"date": "2022-09-10",
"count": 1
},
{
"date": "2022-09-11",
"count": 1
},
{
"date": "2022-09-12",
"count": 2
},
{
"date": "2022-09-13",
"count": 1
},
{
"date": "2022-09-15",
"count": 2
},
{
"date": "2022-09-20",
"count": 2
},
{
"date": "2022-09-21",
"count": 1
},
{
"date": "2022-09-28",
"count": 1
},
{
"date": "2022-09-29",
"count": 1
},
{
"date": "2022-10-02",
"count": 1
},
{
"date": "2022-10-07",
"count": 1
},
{
"date": "2022-10-08",
"count": 1
},
{
"date": "2022-10-11",
"count": 1
},
{
"date": "2022-10-12",
"count": 1
},
{
"date": "2022-10-14",
"count": 1
},
{
"date": "2022-10-20",
"count": 1
},
{
"date": "2022-10-21",
"count": 1
},
{
"date": "2022-10-22",
"count": 1
},
{
"date": "2022-10-24",
"count": 1
},
{
"date": "2022-10-26",
"count": 1
},
{
"date": "2022-10-27",
"count": 2
},
{
"date": "2022-10-28",
"count": 2
},
{
"date": "2022-10-31",
"count": 1
},
{
"date": "2022-11-02",
"count": 2
},
{
"date": "2022-11-03",
"count": 1
},
{
"date": "2022-11-05",
"count": 1
},
{
"date": "2022-11-07",
"count": 1
},
{
"date": "2022-11-10",
"count": 1
},
{
"date": "2022-11-12",
"count": 1
},
{
"date": "2022-11-14",
"count": 1
},
{
"date": "2022-11-15",
"count": 3
},
{
"date": "2022-11-21",
"count": 3
},
{
"date": "2022-11-23",
"count": 1
},
{
"date": "2022-11-28",
"count": 1
},
{
"date": "2022-11-29",
"count": 1
},
{
"date": "2022-11-30",
"count": 1
},
{
"date": "2022-12-04",
"count": 2
},
{
"date": "2022-12-05",
"count": 1
},
{
"date": "2022-12-16",
"count": 2
},
{
"date": "2022-12-17",
"count": 2
},
{
"date": "2022-12-20",
"count": 1
},
{
"date": "2022-12-28",
"count": 1
},
{
"date": "2023-01-02",
"count": 1
},
{
"date": "2023-01-03",
"count": 2
},
{
"date": "2023-01-05",
"count": 1
},
{
"date": "2023-01-16",
"count": 2
},
{
"date": "2023-01-20",
"count": 2
},
{
"date": "2023-01-22",
"count": 1
},
{
"date": "2023-01-25",
"count": 2
},
{
"date": "2023-01-26",
"count": 1
},
{
"date": "2023-01-29",
"count": 2
},
{
"date": "2023-01-30",
"count": 1
},
{
"date": "2023-01-31",
"count": 1
},
{
"date": "2023-02-01",
"count": 1
},
{
"date": "2023-02-03",
"count": 2
},
{
"date": "2023-02-05",
"count": 1
},
{
"date": "2023-02-07",
"count": 1
},
{
"date": "2023-02-08",
"count": 1
},
{
"date": "2023-02-11",
"count": 1
},
{
"date": "2023-02-12",
"count": 1
},
{
"date": "2023-02-13",
"count": 2
},
{
"date": "2023-02-15",
"count": 1
},
{
"date": "2023-02-17",
"count": 1
},
{
"date": "2023-02-21",
"count": 1
},
{
"date": "2023-02-22",
"count": 1
},
{
"date": "2023-02-23",
"count": 3
},
{
"date": "2023-02-24",
"count": 1
},
{
"date": "2023-02-28",
"count": 1
},
{
"date": "2023-03-01",
"count": 1
},
{
"date": "2023-03-04",
"count": 1
},
{
"date": "2023-03-08",
"count": 1
},
{
"date": "2023-03-09",
"count": 1
},
{
"date": "2023-03-10",
"count": 1
},
{
"date": "2023-03-11",
"count": 1
},
{
"date": "2023-03-13",
"count": 1
},
{
"date": "2023-03-15",
"count": 5
},
{
"date": "2023-03-16",
"count": 4
},
{
"date": "2023-03-19",
"count": 1
},
{
"date": "2023-03-20",
"count": 2
},
{
"date": "2023-03-21",
"count": 1
},
{
"date": "2023-03-25",
"count": 1
},
{
"date": "2023-03-26",
"count": 1
},
{
"date": "2023-03-28",
"count": 2
},
{
"date": "2023-03-29",
"count": 2
},
{
"date": "2023-03-30",
"count": 1
},
{
"date": "2023-03-31",
"count": 2
},
{
"date": "2023-04-03",
"count": 2
},
{
"date": "2023-04-04",
"count": 2
},
{
"date": "2023-04-05",
"count": 2
},
{
"date": "2023-04-08",
"count": 1
},
{
"date": "2023-04-10",
"count": 1
},
{
"date": "2023-04-11",
"count": 1
},
{
"date": "2023-04-12",
"count": 1
},
{
"date": "2023-04-13",
"count": 1
},
{
"date": "2023-04-15",
"count": 2
},
{
"date": "2023-04-17",
"count": 1
},
{
"date": "2023-04-21",
"count": 1
},
{
"date": "2023-04-22",
"count": 1
},
{
"date": "2023-04-25",
"count": 1
},
{
"date": "2023-04-26",
"count": 1
},
{
"date": "2023-04-27",
"count": 4
},
{
"date": "2023-04-28",
"count": 1
},
{
"date": "2023-04-29",
"count": 2
},
{
"date": "2023-04-30",
"count": 1
},
{
"date": "2023-05-01",
"count": 1
},
{
"date": "2023-05-03",
"count": 1
},
{
"date": "2023-05-06",
"count": 1
},
{
"date": "2023-05-07",
"count": 1
},
{
"date": "2023-05-08",
"count": 1
},
{
"date": "2023-05-12",
"count": 2
},
{
"date": "2023-05-13",
"count": 1
},
{
"date": "2023-05-16",
"count": 1
},
{
"date": "2023-05-19",
"count": 1
},
{
"date": "2023-05-20",
"count": 1
},
{
"date": "2023-05-21",
"count": 1
},
{
"date": "2023-05-23",
"count": 2
},
{
"date": "2023-05-24",
"count": 1
},
{
"date": "2023-05-26",
"count": 1
},
{
"date": "2023-05-29",
"count": 1
},
{
"date": "2023-06-06",
"count": 1
},
{
"date": "2023-06-07",
"count": 1
},
{
"date": "2023-06-08",
"count": 2
},
{
"date": "2023-06-09",
"count": 1
},
{
"date": "2023-06-12",
"count": 1
},
{
"date": "2023-06-13",
"count": 1
},
{
"date": "2023-06-15",
"count": 1
},
{
"date": "2023-06-18",
"count": 1
},
{
"date": "2023-06-19",
"count": 2
},
{
"date": "2023-06-20",
"count": 1
},
{
"date": "2023-06-29",
"count": 1
},
{
"date": "2023-06-30",
"count": 1
},
{
"date": "2023-07-05",
"count": 1
},
{
"date": "2023-07-08",
"count": 1
},
{
"date": "2023-07-09",
"count": 1
},
{
"date": "2023-07-10",
"count": 1
},
{
"date": "2023-07-12",
"count": 5
},
{
"date": "2023-07-13",
"count": 1
},
{
"date": "2023-07-14",
"count": 2
},
{
"date": "2023-07-16",
"count": 3
},
{
"date": "2023-07-27",
"count": 1
},
{
"date": "2023-07-28",
"count": 1
},
{
"date": "2023-08-02",
"count": 1
},
{
"date": "2023-08-03",
"count": 1
},
{
"date": "2023-08-04",
"count": 1
},
{
"date": "2023-08-06",
"count": 1
},
{
"date": "2023-08-12",
"count": 2
},
{
"date": "2023-08-14",
"count": 1
},
{
"date": "2023-08-15",
"count": 2
},
{
"date": "2023-08-17",
"count": 2
},
{
"date": "2023-08-18",
"count": 1
},
{
"date": "2023-08-19",
"count": 1
},
{
"date": "2023-08-20",
"count": 1
},
{
"date": "2023-08-22",
"count": 1
},
{
"date": "2023-08-23",
"count": 1
},
{
"date": "2023-08-29",
"count": 1
},
{
"date": "2023-09-01",
"count": 1
},
{
"date": "2023-09-08",
"count": 1
},
{
"date": "2023-09-11",
"count": 1
},
{
"date": "2023-09-12",
"count": 1
},
{
"date": "2023-09-14",
"count": 1
},
{
"date": "2023-09-15",
"count": 1
},
{
"date": "2023-09-16",
"count": 1
},
{
"date": "2023-09-18",
"count": 2
},
{
"date": "2023-09-19",
"count": 1
},
{
"date": "2023-09-20",
"count": 1
},
{
"date": "2023-09-23",
"count": 1
},
{
"date": "2023-09-27",
"count": 2
},
{
"date": "2023-09-30",
"count": 1
},
{
"date": "2023-10-02",
"count": 3
},
{
"date": "2023-10-04",
"count": 2
},
{
"date": "2023-10-05",
"count": 1
},
{
"date": "2023-10-06",
"count": 2
},
{
"date": "2023-10-07",
"count": 1
},
{
"date": "2023-10-08",
"count": 1
},
{
"date": "2023-10-15",
"count": 1
},
{
"date": "2023-10-17",
"count": 1
},
{
"date": "2023-10-18",
"count": 1
},
{
"date": "2023-10-19",
"count": 2
},
{
"date": "2023-10-21",
"count": 1
},
{
"date": "2023-10-24",
"count": 2
},
{
"date": "2023-10-26",
"count": 1
},
{
"date": "2023-11-02",
"count": 1
},
{
"date": "2023-11-04",
"count": 1
},
{
"date": "2023-11-07",
"count": 1
},
{
"date": "2023-11-08",
"count": 2
},
{
"date": "2023-11-10",
"count": 1
},
{
"date": "2023-11-12",
"count": 1
},
{
"date": "2023-11-13",
"count": 3
},
{
"date": "2023-11-14",
"count": 2
},
{
"date": "2023-11-15",
"count": 1
},
{
"date": "2023-11-21",
"count": 1
},
{
"date": "2023-11-23",
"count": 2
},
{
"date": "2023-11-24",
"count": 1
},
{
"date": "2023-11-27",
"count": 1
},
{
"date": "2023-11-28",
"count": 1
},
{
"date": "2023-12-01",
"count": 2
},
{
"date": "2023-12-16",
"count": 2
},
{
"date": "2023-12-18",
"count": 2
},
{
"date": "2023-12-20",
"count": 1
},
{
"date": "2023-12-22",
"count": 4
},
{
"date": "2023-12-29",
"count": 1
},
{
"date": "2023-12-30",
"count": 1
},
{
"date": "2024-01-01",
"count": 1
},
{
"date": "2024-01-02",
"count": 1
},
{
"date": "2024-01-04",
"count": 2
},
{
"date": "2024-01-05",
"count": 1
},
{
"date": "2024-01-06",
"count": 1
},
{
"date": "2024-01-08",
"count": 1
},
{
"date": "2024-01-10",
"count": 2
},
{
"date": "2024-01-13",
"count": 1
},
{
"date": "2024-01-15",
"count": 1
},
{
"date": "2024-01-16",
"count": 2
},
{
"date": "2024-01-23",
"count": 1
},
{
"date": "2024-01-25",
"count": 1
},
{
"date": "2024-01-27",
"count": 3
},
{
"date": "2024-01-28",
"count": 2
},
{
"date": "2024-01-29",
"count": 1
},
{
"date": "2024-01-30",
"count": 1
},
{
"date": "2024-02-03",
"count": 1
},
{
"date": "2024-02-10",
"count": 1
},
{
"date": "2024-02-11",
"count": 1
},
{
"date": "2024-02-15",
"count": 1
},
{
"date": "2024-02-17",
"count": 1
},
{
"date": "2024-02-19",
"count": 1
},
{
"date": "2024-02-21",
"count": 1
},
{
"date": "2024-02-23",
"count": 2
},
{
"date": "2024-02-24",
"count": 2
},
{
"date": "2024-02-26",
"count": 1
},
{
"date": "2024-02-27",
"count": 1
},
{
"date": "2024-02-28",
"count": 2
},
{
"date": "2024-02-29",
"count": 1
},
{
"date": "2024-03-01",
"count": 1
},
{
"date": "2024-03-03",
"count": 1
},
{
"date": "2024-03-04",
"count": 2
},
{
"date": "2024-03-05",
"count": 2
},
{
"date": "2024-03-06",
"count": 1
},
{
"date": "2024-03-07",
"count": 1
},
{
"date": "2024-03-12",
"count": 1
},
{
"date": "2024-03-14",
"count": 1
},
{
"date": "2024-03-15",
"count": 3
},
{
"date": "2024-03-18",
"count": 1
},
{
"date": "2024-03-20",
"count": 1
},
{
"date": "2024-03-21",
"count": 2
},
{
"date": "2024-03-26",
"count": 1
},
{
"date": "2024-03-27",
"count": 1
},
{
"date": "2024-03-30",
"count": 1
},
{
"date": "2024-04-02",
"count": 1
},
{
"date": "2024-04-03",
"count": 2
},
{
"date": "2024-04-04",
"count": 1
},
{
"date": "2024-04-06",
"count": 1
},
{
"date": "2024-04-08",
"count": 1
},
{
"date": "2024-04-09",
"count": 1
},
{
"date": "2024-04-11",
"count": 2
},
{
"date": "2024-04-12",
"count": 2
},
{
"date": "2024-04-13",
"count": 1
},
{
"date": "2024-04-15",
"count": 2
},
{
"date": "2024-04-16",
"count": 1
},
{
"date": "2024-04-18",
"count": 1
},
{
"date": "2024-04-19",
"count": 1
},
{
"date": "2024-04-20",
"count": 1
},
{
"date": "2024-04-21",
"count": 1
},
{
"date": "2024-04-24",
"count": 1
},
{
"date": "2024-04-26",
"count": 2
},
{
"date": "2024-04-30",
"count": 1
},
{
"date": "2024-05-02",
"count": 1
},
{
"date": "2024-05-03",
"count": 1
},
{
"date": "2024-05-06",
"count": 2
},
{
"date": "2024-05-07",
"count": 1
},
{
"date": "2024-05-08",
"count": 1
},
{
"date": "2024-05-09",
"count": 2
},
{
"date": "2024-05-12",
"count": 1
},
{
"date": "2024-05-14",
"count": 1
},
{
"date": "2024-05-15",
"count": 1
},
{
"date": "2024-05-16",
"count": 1
},
{
"date": "2024-05-17",
"count": 1
},
{
"date": "2024-05-19",
"count": 1
},
{
"date": "2024-05-21",
"count": 1
},
{
"date": "2024-05-24",
"count": 1
},
{
"date": "2024-05-25",
"count": 1
},
{
"date": "2024-05-26",
"count": 1
},
{
"date": "2024-05-27",
"count": 1
},
{
"date": "2024-05-29",
"count": 1
},
{
"date": "2024-05-30",
"count": 1
},
{
"date": "2024-05-31",
"count": 2
},
{
"date": "2024-06-03",
"count": 1
},
{
"date": "2024-06-08",
"count": 2
},
{
"date": "2024-06-09",
"count": 1
},
{
"date": "2024-06-12",
"count": 1
},
{
"date": "2024-06-17",
"count": 1
},
{
"date": "2024-06-18",
"count": 2
},
{
"date": "2024-06-21",
"count": 1
},
{
"date": "2024-06-28",
"count": 1
},
{
"date": "2024-06-30",
"count": 1
},
{
"date": "2024-07-01",
"count": 1
},
{
"date": "2024-07-02",
"count": 1
},
{
"date": "2024-07-03",
"count": 1
},
{
"date": "2024-07-04",
"count": 1
},
{
"date": "2024-07-05",
"count": 1
},
{
"date": "2024-07-08",
"count": 2
},
{
"date": "2024-07-11",
"count": 1
},
{
"date": "2024-07-19",
"count": 1
},
{
"date": "2024-07-23",
"count": 1
},
{
"date": "2024-07-26",
"count": 1
},
{
"date": "2024-07-29",
"count": 1
},
{
"date": "2024-08-03",
"count": 1
},
{
"date": "2024-08-05",
"count": 1
},
{
"date": "2024-08-06",
"count": 1
},
{
"date": "2024-08-07",
"count": 2
},
{
"date": "2024-08-14",
"count": 1
},
{
"date": "2024-08-15",
"count": 1
},
{
"date": "2024-08-19",
"count": 1
},
{
"date": "2024-08-20",
"count": 1
},
{
"date": "2024-08-25",
"count": 1
},
{
"date": "2024-08-27",
"count": 1
},
{
"date": "2024-08-30",
"count": 1
},
{
"date": "2024-09-01",
"count": 1
},
{
"date": "2024-09-03",
"count": 2
},
{
"date": "2024-09-04",
"count": 2
},
{
"date": "2024-09-05",
"count": 1
},
{
"date": "2024-09-07",
"count": 1
},
{
"date": "2024-09-10",
"count": 1
},
{
"date": "2024-09-11",
"count": 1
},
{
"date": "2024-09-13",
"count": 1
},
{
"date": "2024-09-17",
"count": 1
},
{
"date": "2024-09-18",
"count": 2
},
{
"date": "2024-09-19",
"count": 1
},
{
"date": "2024-09-20",
"count": 1
},
{
"date": "2024-09-21",
"count": 1
},
{
"date": "2024-09-22",
"count": 1
},
{
"date": "2024-09-25",
"count": 1
},
{
"date": "2024-09-27",
"count": 1
},
{
"date": "2024-10-01",
"count": 1
},
{
"date": "2024-10-06",
"count": 1
},
{
"date": "2024-10-07",
"count": 3
},
{
"date": "2024-10-08",
"count": 2
},
{
"date": "2024-10-13",
"count": 2
},
{
"date": "2024-10-14",
"count": 1
},
{
"date": "2024-10-17",
"count": 1
},
{
"date": "2024-10-21",
"count": 1
},
{
"date": "2024-10-22",
"count": 2
},
{
"date": "2024-10-25",
"count": 3
},
{
"date": "2024-10-27",
"count": 1
},
{
"date": "2024-10-28",
"count": 1
},
{
"date": "2024-10-29",
"count": 2
},
{
"date": "2024-11-04",
"count": 1
},
{
"date": "2024-11-05",
"count": 1
},
{
"date": "2024-11-07",
"count": 1
},
{
"date": "2024-11-08",
"count": 1
},
{
"date": "2024-11-12",
"count": 1
},
{
"date": "2024-11-14",
"count": 1
},
{
"date": "2024-11-20",
"count": 1
},
{
"date": "2024-11-22",
"count": 1
},
{
"date": "2024-11-23",
"count": 1
},
{
"date": "2024-11-27",
"count": 1
},
{
"date": "2024-11-28",
"count": 1
},
{
"date": "2024-11-29",
"count": 1
},
{
"date": "2024-11-30",
"count": 1
},
{
"date": "2024-12-02",
"count": 1
},
{
"date": "2024-12-04",
"count": 2
},
{
"date": "2024-12-06",
"count": 1
},
{
"date": "2024-12-07",
"count": 4
},
{
"date": "2024-12-09",
"count": 1
},
{
"date": "2024-12-10",
"count": 1
},
{
"date": "2024-12-12",
"count": 1
},
{
"date": "2024-12-13",
"count": 2
},
{
"date": "2024-12-15",
"count": 1
},
{
"date": "2024-12-16",
"count": 1
},
{
"date": "2024-12-17",
"count": 1
},
{
"date": "2024-12-18",
"count": 1
},
{
"date": "2024-12-20",
"count": 1
},
{
"date": "2024-12-21",
"count": 1
},
{
"date": "2024-12-25",
"count": 1
},
{
"date": "2024-12-29",
"count": 1
},
{
"date": "2025-01-01",
"count": 1
},
{
"date": "2025-01-04",
"count": 1
},
{
"date": "2025-01-07",
"count": 1
},
{
"date": "2025-01-08",
"count": 1
},
{
"date": "2025-01-11",
"count": 1
},
{
"date": "2025-01-13",
"count": 3
},
{
"date": "2025-01-15",
"count": 1
},
{
"date": "2025-01-16",
"count": 1
},
{
"date": "2025-01-18",
"count": 1
},
{
"date": "2025-01-24",
"count": 1
},
{
"date": "2025-01-25",
"count": 1
},
{
"date": "2025-01-29",
"count": 1
},
{
"date": "2025-01-31",
"count": 1
},
{
"date": "2025-02-02",
"count": 1
},
{
"date": "2025-02-03",
"count": 5
},
{
"date": "2025-02-10",
"count": 1
},
{
"date": "2025-02-11",
"count": 1
},
{
"date": "2025-02-14",
"count": 1
},
{
"date": "2025-02-16",
"count": 1
},
{
"date": "2025-02-18",
"count": 1
},
{
"date": "2025-02-20",
"count": 2
},
{
"date": "2025-02-21",
"count": 1
},
{
"date": "2025-02-22",
"count": 1
},
{
"date": "2025-02-26",
"count": 6
},
{
"date": "2025-02-27",
"count": 2
},
{
"date": "2025-03-02",
"count": 1
},
{
"date": "2025-03-05",
"count": 1
},
{
"date": "2025-03-07",
"count": 1
},
{
"date": "2025-03-08",
"count": 1
},
{
"date": "2025-03-10",
"count": 1
},
{
"date": "2025-03-12",
"count": 1
},
{
"date": "2025-03-13",
"count": 2
},
{
"date": "2025-03-14",
"count": 1
},
{
"date": "2025-03-16",
"count": 1
},
{
"date": "2025-03-18",
"count": 2
},
{
"date": "2025-03-19",
"count": 2
},
{
"date": "2025-03-20",
"count": 2
},
{
"date": "2025-03-21",
"count": 1
},
{
"date": "2025-03-22",
"count": 1
},
{
"date": "2025-03-24",
"count": 1
},
{
"date": "2025-03-26",
"count": 1
},
{
"date": "2025-03-27",
"count": 2
},
{
"date": "2025-03-28",
"count": 1
},
{
"date": "2025-03-31",
"count": 1
},
{
"date": "2025-04-01",
"count": 1
},
{
"date": "2025-04-06",
"count": 1
},
{
"date": "2025-04-11",
"count": 1
},
{
"date": "2025-04-14",
"count": 1
},
{
"date": "2025-04-18",
"count": 2
},
{
"date": "2025-04-23",
"count": 1
},
{
"date": "2025-04-28",
"count": 1
},
{
"date": "2025-04-30",
"count": 1
},
{
"date": "2025-05-03",
"count": 1
},
{
"date": "2025-05-06",
"count": 2
},
{
"date": "2025-05-08",
"count": 1
},
{
"date": "2025-05-09",
"count": 1
},
{
"date": "2025-05-10",
"count": 1
},
{
"date": "2025-05-12",
"count": 1
},
{
"date": "2025-05-14",
"count": 1
},
{
"date": "2025-05-23",
"count": 1
},
{
"date": "2025-05-24",
"count": 1
},
{
"date": "2025-05-31",
"count": 1
},
{
"date": "2025-06-10",
"count": 2
},
{
"date": "2025-06-12",
"count": 1
},
{
"date": "2025-06-13",
"count": 1
},
{
"date": "2025-06-14",
"count": 1
},
{
"date": "2025-06-20",
"count": 1
},
{
"date": "2025-06-21",
"count": 1
},
{
"date": "2025-06-23",
"count": 1
},
{
"date": "2025-06-24",
"count": 1
},
{
"date": "2025-06-30",
"count": 3
},
{
"date": "2025-07-01",
"count": 1
},
{
"date": "2025-07-04",
"count": 1
},
{
"date": "2025-07-10",
"count": 3
},
{
"date": "2025-07-11",
"count": 1
},
{
"date": "2025-07-13",
"count": 1
},
{
"date": "2025-07-21",
"count": 3
},
{
"date": "2025-07-25",
"count": 1
},
{
"date": "2025-07-31",
"count": 3
},
{
"date": "2025-08-01",
"count": 1
},
{
"date": "2025-08-06",
"count": 3
},
{
"date": "2025-08-07",
"count": 1
},
{
"date": "2025-08-15",
"count": 2
},
{
"date": "2025-08-18",
"count": 1
},
{
"date": "2025-08-21",
"count": 1
},
{
"date": "2025-08-22",
"count": 1
},
{
"date": "2025-08-31",
"count": 1
},
{
"date": "2025-09-12",
"count": 1
},
{
"date": "2025-09-13",
"count": 1
},
{
"date": "2025-09-15",
"count": 1
},
{
"date": "2025-09-19",
"count": 1
},
{
"date": "2025-09-21",
"count": 1
},
{
"date": "2025-09-22",
"count": 2
},
{
"date": "2025-09-23",
"count": 2
},
{
"date": "2025-09-25",
"count": 1
},
{
"date": "2025-09-28",
"count": 1
},
{
"date": "2025-09-29",
"count": 1
},
{
"date": "2025-10-01",
"count": 3
},
{
"date": "2025-10-04",
"count": 2
},
{
"date": "2025-10-06",
"count": 1
},
{
"date": "2025-10-10",
"count": 1
},
{
"date": "2025-10-16",
"count": 1
},
{
"date": "2025-10-20",
"count": 1
},
{
"date": "2025-10-21",
"count": 1
},
{
"date": "2025-10-23",
"count": 2
},
{
"date": "2025-10-28",
"count": 1
},
{
"date": "2025-10-30",
"count": 2
},
{
"date": "2025-11-03",
"count": 1
},
{
"date": "2025-11-05",
"count": 1
},
{
"date": "2025-11-06",
"count": 3
},
{
"date": "2025-11-08",
"count": 2
},
{
"date": "2025-11-14",
"count": 3
},
{
"date": "2025-11-16",
"count": 1
},
{
"date": "2025-11-17",
"count": 1
},
{
"date": "2025-11-19",
"count": 1
},
{
"date": "2025-11-20",
"count": 1
},
{
"date": "2025-11-23",
"count": 1
},
{
"date": "2025-11-24",
"count": 1
},
{
"date": "2025-11-27",
"count": 1
},
{
"date": "2025-11-29",
"count": 1
},
{
"date": "2025-12-01",
"count": 1
},
{
"date": "2025-12-02",
"count": 1
},
{
"date": "2025-12-04",
"count": 1
},
{
"date": "2025-12-08",
"count": 2
},
{
"date": "2025-12-12",
"count": 1
},
{
"date": "2025-12-14",
"count": 1
},
{
"date": "2025-12-22",
"count": 1
},
{
"date": "2025-12-23",
"count": 1
},
{
"date": "2025-12-27",
"count": 1
},
{
"date": "2025-12-30",
"count": 1
},
{
"date": "2026-01-01",
"count": 2
},
{
"date": "2026-01-03",
"count": 1
},
{
"date": "2026-01-05",
"count": 1
},
{
"date": "2026-01-09",
"count": 2
},
{
"date": "2026-01-11",
"count": 2
},
{
"date": "2026-01-14",
"count": 1
},
{
"date": "2026-01-15",
"count": 1
},
{
"date": "2026-01-16",
"count": 1
},
{
"date": "2026-01-18",
"count": 1
},
{
"date": "2026-01-19",
"count": 1
},
{
"date": "2026-01-20",
"count": 1
},
{
"date": "2026-01-26",
"count": 1
},
{
"date": "2026-01-29",
"count": 1
},
{
"date": "2026-02-01",
"count": 1
},
{
"date": "2026-02-02",
"count": 1
},
{
"date": "2026-02-05",
"count": 1
},
{
"date": "2026-02-07",
"count": 1
},
{
"date": "2026-02-08",
"count": 2
},
{
"date": "2026-02-15",
"count": 1
},
{
"date": "2026-02-17",
"count": 2
},
{
"date": "2026-02-19",
"count": 1
},
{
"date": "2026-02-20",
"count": 1
},
{
"date": "2026-02-23",
"count": 2
},
{
"date": "2026-02-24",
"count": 2
},
{
"date": "2026-02-25",
"count": 1
},
{
"date": "2026-02-28",
"count": 1
},
{
"date": "2026-03-01",
"count": 2
},
{
"date": "2026-03-05",
"count": 2
},
{
"date": "2026-03-06",
"count": 1
},
{
"date": "2026-03-08",
"count": 2
},
{
"date": "2026-03-10",
"count": 3
},
{
"date": "2026-03-11",
"count": 2
},
{
"date": "2026-03-12",
"count": 3
},
{
"date": "2026-03-13",
"count": 1
},
{
"date": "2026-03-17",
"count": 1
},
{
"date": "2026-03-18",
"count": 1
},
{
"date": "2026-03-27",
"count": 1
},
{
"date": "2026-03-29",
"count": 1
},
{
"date": "2026-04-01",
"count": 1
},
{
"date": "2026-04-04",
"count": 1
},
{
"date": "2026-04-07",
"count": 2
},
{
"date": "2026-04-09",
"count": 2
},
{
"date": "2026-04-10",
"count": 1
},
{
"date": "2026-04-12",
"count": 1
},
{
"date": "2026-04-22",
"count": 2
},
{
"date": "2026-04-23",
"count": 2
},
{
"date": "2026-04-25",
"count": 1
},
{
"date": "2026-04-26",
"count": 1
},
{
"date": "2026-04-27",
"count": 1
},
{
"date": "2026-04-30",
"count": 1
},
{
"date": "2026-05-02",
"count": 3
},
{
"date": "2026-05-03",
"count": 1
},
{
"date": "2026-05-06",
"count": 2
},
{
"date": "2026-05-13",
"count": 1
},
{
"date": "2026-05-14",
"count": 1
},
{
"date": "2026-05-17",
"count": 2
},
{
"date": "2026-05-18",
"count": 1
},
{
"date": "2026-05-21",
"count": 1
},
{
"date": "2026-05-22",
"count": 2
},
{
"date": "2026-05-24",
"count": 1
},
{
"date": "2026-05-27",
"count": 1
},
{
"date": "2026-06-01",
"count": 1
},
{
"date": "2026-06-04",
"count": 1
},
{
"date": "2026-06-05",
"count": 1
},
{
"date": "2026-06-06",
"count": 1
},
{
"date": "2026-06-07",
"count": 1
},
{
"date": "2026-06-08",
"count": 2
},
{
"date": "2026-06-13",
"count": 1
},
{
"date": "2026-06-17",
"count": 1
},
{
"date": "2026-06-21",
"count": 1
},
{
"date": "2026-06-22",
"count": 1
},
{
"date": "2026-06-23",
"count": 1
},
{
"date": "2026-06-25",
"count": 2
},
{
"date": "2026-06-29",
"count": 2
},
{
"date": "2026-07-01",
"count": 1
},
{
"date": "2026-07-03",
"count": 1
},
{
"date": "2026-07-05",
"count": 2
},
{
"date": "2026-07-07",
"count": 1
},
{
"date": "2026-07-13",
"count": 1
},
{
"date": "2026-07-19",
"count": 1
},
{
"date": "2026-07-20",
"count": 1
}
],
"complete": false,
"collected": 1000,
"total_stars": 1610
},
"open_issues_and_prs": 529
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [],
"has_llms_txt": false,
"has_dockerfile": false,
"has_mcp_signal": false,
"bootstrap_files": [
"package/doc/sphinx/Makefile"
],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [
"mypy.ini"
],
"largest_source_bytes": 190357,
"source_files_sampled": 454,
"oversized_source_files": 19,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"dependencies": {
"manifests": [
"package/pyproject.toml",
"package/requirements.txt",
"package/setup.cfg",
"package/setup.py",
"testsuite/pyproject.toml",
"testsuite/setup.py"
],
"advisories": {
"error": null,
"scope": "published_package",
"source": "osv",
"findings": [],
"collected": true,
"truncated": false,
"by_severity": {},
"advisory_count": 0,
"affected_count": 0,
"assessed_count": 21,
"assessed_package": "pypi:MDAnalysis@2.10.0",
"unassessed_count": 0,
"direct_affected_count": 0
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "numpy",
"manifest": "package/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.26.0"
},
{
"name": "GridDataFormats",
"manifest": "package/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.4.0"
},
{
"name": "mmtf-python",
"manifest": "package/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.0.0"
},
{
"name": "joblib",
"manifest": "package/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=0.12"
},
{
"name": "scipy",
"manifest": "package/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.5.0"
},
{
"name": "matplotlib",
"manifest": "package/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=1.5.1"
},
{
"name": "tqdm",
"manifest": "package/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": ">=4.43.0"
},
{
"name": "threadpoolctl",
"manifest": "package/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": null
},
{
"name": "packaging",
"manifest": "package/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": null
},
{
"name": "filelock",
"manifest": "package/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": null
},
{
"name": "mda-xdrlib",
"manifest": "package/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": null
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "filelock",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "griddataformats",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "joblib",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "matplotlib",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "mda-xdrlib",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "mmtf-python",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "scipy",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "threadpoolctl",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": true,
"version": null,
"ecosystem": "pypi"
},
{
"name": "biopython",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "chemfiles",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "codecov",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "cython",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "gsd",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "h5py",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "hypothesis",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "imdclient",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "mdanalysis",
"direct": false,
"version": "2.11.0-dev0",
"ecosystem": "pypi"
},
{
"name": "mdanalysis-sphinx-theme",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "mypy",
"direct": false,
"version": "0.960",
"ecosystem": "pypi"
},
{
"name": "netcdf4",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "networkx",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "parmed",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pooch",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pyedr",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "pytng",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "rdkit",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "scikit-learn",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "seaborn",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "sphinx",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "sphinx-sitemap",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "tidynamics",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "typing-extensions",
"direct": false,
"version": null,
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 37,
"direct_count": 11,
"indirect_count": 26
}
},
"maintainership": {
"issues": {
"open_prs": 89,
"merged_prs": 2091,
"open_issues": 440,
"closed_ratio": 0.818,
"closed_issues": 1977,
"closed_unmerged_prs": 476
},
"bus_factor": 3,
"top_contributors": [
{
"type": "User",
"login": "richardjgowers",
"commits": 1400,
"avatar_url": "https://avatars.githubusercontent.com/u/9249543?v=4"
},
{
"type": "User",
"login": "orbeckst",
"commits": 1369,
"avatar_url": "https://avatars.githubusercontent.com/u/237980?v=4"
},
{
"type": "User",
"login": "kain88-de",
"commits": 678,
"avatar_url": "https://avatars.githubusercontent.com/u/4302678?v=4"
},
{
"type": "User",
"login": "IAlibay",
"commits": 417,
"avatar_url": "https://avatars.githubusercontent.com/u/12460125?v=4"
},
{
"type": "User",
"login": "jbarnoud",
"commits": 313,
"avatar_url": "https://avatars.githubusercontent.com/u/1382074?v=4"
},
{
"type": "User",
"login": "tylerjereddy",
"commits": 281,
"avatar_url": "https://avatars.githubusercontent.com/u/7903078?v=4"
},
{
"type": "User",
"login": "hmacdope",
"commits": 178,
"avatar_url": "https://avatars.githubusercontent.com/u/24581003?v=4"
},
{
"type": "User",
"login": "RMeli",
"commits": 147,
"avatar_url": "https://avatars.githubusercontent.com/u/11348981?v=4"
},
{
"type": "User",
"login": "lilyminium",
"commits": 143,
"avatar_url": "https://avatars.githubusercontent.com/u/31115101?v=4"
},
{
"type": "User",
"login": "utkbansal",
"commits": 138,
"avatar_url": "https://avatars.githubusercontent.com/u/8345336?v=4"
}
],
"contributors_sampled": 100,
"top_contributor_share": 0.206
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"deploy.yaml",
"gh-ci-cron.yaml",
"gh-ci.yaml",
"labels.yaml",
"linters.yaml"
],
"has_docs_dir": false,
"linter_configs": [
".flake8",
".pylintrc"
],
"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": null,
"reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 10,
"reason": "23 out of 23 merged PRs checked by a CI test -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
},
{
"name": "CII-Best-Practices",
"score": 2,
"reason": "badge detected: InProgress",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
},
{
"name": "Code-Review",
"score": 10,
"reason": "all changesets reviewed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 57 contributing companies or organizations",
"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": 10,
"reason": "update tool detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
},
{
"name": "Fuzzing",
"score": 0,
"reason": "project is not fuzzed",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
},
{
"name": "License",
"score": 9,
"reason": "license file detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
},
{
"name": "Maintained",
"score": 10,
"reason": "30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
},
{
"name": "Packaging",
"score": 10,
"reason": "packaging workflow 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": 2,
"reason": "SAST tool is not run on all commits -- score normalized to 2",
"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": 0,
"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": "0803d8801a3dea39a488e9c30717f7d53ae6fa05",
"ran_at": "2026-07-21T04:10:43Z",
"aggregate_score": 6.8,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": false,
"has_dependabot_config": true
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/MDAnalysis/mdanalysis",
"host": "github.com",
"name": "mdanalysis",
"owner": "MDAnalysis"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": null,
"notes": [],
"value": 81,
"inputs": {
"security": 74,
"vitality": 81,
"community": 86,
"governance": 81,
"engineering": 80
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "good",
"name": "Vitality",
"value": 81,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 89,
"inputs": {
"commits_last_year": 110,
"human_commit_share": null,
"days_since_last_push": 0,
"active_weeks_last_year": 36
},
"components": [
{
"key": "push_recency",
"name": "Push recency",
"detail": "last push 0 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "push_recency",
"params": {
"days": 0
}
}
],
"max_points": 36
},
{
"key": "commit_cadence",
"name": "Commit cadence",
"detail": "36/52 weeks with commits",
"points": 24.9,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 36
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "110 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 110
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "release_discipline",
"band": "good",
"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": 70,
"inputs": {
"releases_count": 33,
"latest_release_tag": "package-2.10.0",
"releases_from_tags": false,
"days_since_latest_release": 276,
"mean_days_between_releases": 115
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "33 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 33
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 276 days ago",
"points": 16.2,
"status": "partial",
"details": [
{
"code": "release_recency",
"params": {
"days": 276
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~115 days",
"points": 19.8,
"status": "partial",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 115
}
}
],
"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": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "unverified",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": "no_commit_sample",
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": null,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "maintenance record not established from the collected data",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_unverified",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "excellent",
"name": "Community & Adoption",
"value": 86,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "excellent",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"forks": 849,
"stars": 1610,
"watchers": 41,
"growth_state": "organic",
"growth_factor_pct": 100
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "1,610 stars",
"points": 52,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 1610
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "849 forks",
"points": 24.4,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 849
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "41 watchers",
"points": 8.9,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 41
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 86,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "license file present, not a recognized license",
"points": 16.9,
"status": "partial",
"details": [
{
"code": "license_custom",
"params": {}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 18,
"status": "met",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 13.5,
"status": "met",
"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": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "excellent",
"name": "Ecosystem adoption (downloads)",
"note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"registry_dependents"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 89,
"inputs": {
"packages": [
"MDAnalysis",
"MDAnalysisTests"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 219588
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "219,588 downloads/month across pypi",
"points": 71.2,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 219588,
"ecosystems": "pypi"
}
}
],
"max_points": 80
},
{
"key": "registry_dependents",
"name": "Registry dependents",
"detail": "not reported by this ecosystem",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_reported_by_this_ecosystem",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "good",
"name": "Sustainability & Governance",
"value": 81,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "good",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 77,
"inputs": {
"bus_factor": 3,
"contributors_sampled": 100,
"top_contributor_share": 0.206
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "3 contributor(s) cover half of all commits",
"points": 36,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 3
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 21% of commits",
"points": 17.9,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 21
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "100 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 100
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 57 contributing companies or organizations",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 84,
"inputs": {
"merged_prs": 2091,
"open_issues": 440,
"closed_issues": 1977,
"issue_closed_ratio": 0.818,
"closed_unmerged_prs": 476
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "82% of issues closed",
"points": 38.2,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 82
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "2091/2567 decided PRs merged",
"points": 31.2,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 2091,
"decided": 2567
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "all changesets reviewed",
"points": 15,
"status": "met",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 73,
"inputs": {
"followers": 347,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "MDAnalysis",
"public_repos": 77,
"account_age_days": 4148
},
"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": "347 followers of MDAnalysis",
"points": 18.3,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 347,
"login": "MDAnalysis"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "77 public repos, account ~11 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 77
}
},
{
"code": "account_age_years",
"params": {
"years": 11
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 91,
"inputs": {
"packages": [
"MDAnalysis",
"MDAnalysisTests"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 276
},
"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "2 package(s) on pypi",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 2,
"ecosystems": "pypi"
}
}
],
"max_points": 25
},
{
"key": "publish_recency",
"name": "Publish recency",
"detail": "latest publish 276 days ago",
"points": 26,
"status": "partial",
"details": [
{
"code": "publish_recency",
"params": {
"days": 276
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "47 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 47
}
}
],
"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": 80,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "good",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 84,
"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": "5 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 5
}
}
],
"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": ".flake8, .pylintrc",
"points": 16,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".flake8, .pylintrc"
}
}
],
"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": "23 out of 23 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "good",
"name": "Documentation",
"note": null,
"notes": [],
"value": 75,
"inputs": {
"topics": [
"molecular-dynamics",
"python",
"science",
"trajectory-analysis",
"molecular-simulation",
"molecular-dynamics-simulation",
"mdanalysis",
"computational-chemistry"
],
"has_wiki": true,
"homepage": "https://mdanalysis.org",
"has_readme": true,
"has_docs_dir": false,
"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": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": "https://mdanalysis.org",
"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": "8 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 8
}
}
],
"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": "good",
"name": "Security",
"value": 74,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "moderate",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 68,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 6.8
},
"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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "23 out of 23 merged PRs checked by a CI test -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "badge detected: InProgress",
"points": 0.5,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "all changesets reviewed",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 57 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": 2.2,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"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": "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 is not run on all commits -- score normalized to 2",
"points": 1,
"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": 0,
"status": "missed",
"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": "excellent",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:MDAnalysis@2.10.0 runtime dependency closure — what installing the published package pulls in — 21 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:MDAnalysis@2.10.0",
"assessed": 21
}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 100,
"inputs": {
"source": "osv",
"advisories": 0,
"affected_packages": 0,
"assessed_packages": 21,
"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": 21,
"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": "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": 23
},
"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": 49,
"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": [
"legible_commit_history"
]
}
},
{
"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": "good",
"name": "Verify loop (build / test / typecheck)",
"note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"demonstrated_agent_practice"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 74,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": false,
"bootstrap_files": [
"package/doc/sphinx/Makefile"
],
"has_devcontainer": false,
"has_linter_config": true,
"typecheck_configs": [
"mypy.ini"
],
"agent_commit_share": null,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "package/doc/sphinx/Makefile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "package/doc/sphinx/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": ".flake8, .pylintrc",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": ".flake8, .pylintrc"
}
}
],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "mypy.ini",
"points": 11,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "mypy.ini"
}
}
],
"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 data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"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": "good",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 80,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 190357,
"source_files_sampled": 454,
"oversized_source_files": 19
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Python with type-check config (mypy.ini)",
"points": 27,
"status": "partial",
"details": [
{
"code": "typecheck_config_language",
"params": {
"files": "mypy.ini",
"language": "Python"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "19/454 source files over 60KB",
"points": 52.7,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 454,
"oversized": 19
}
}
],
"max_points": 55
}
]
}
],
"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": "2026-07-21T04:11:18.671526Z",
"schema_version": "0.17.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/MDAnalysis/mdanalysis.svg",
"full_name": "MDAnalysis/mdanalysis",
"license_state": "custom",
"license_spdx": null
}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.