Context geo-tiles in Python
geopandas/contextily має індекс здоров’я 68 зі 100, що відповідає смузі «Помірний». Найвищий показник — Sustainability & Governance (74/100), найнижчий — AI Readiness (39/100). Останнє оновлення було 10 днів 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 | contextily | 1.7.1 | 641 407 | 20 | 10 днів тому |
Чи живий проєкт — чи пишеться код і чи виходять релізи?
| 28.8/36 | Свіжість push — останній push 10 дн. тому |
| 8.3/36 | Ритм комітів — 12/52 тижнів із комітами |
| 11.7/18 | Обсяг комітів — 19 комітів за останній рік |
| 3/10 | OpenSSF Scorecard: Maintained — 4 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 3 |
| commits_last_year | 19 |
| human_commit_share | — |
| days_since_last_push | 10 |
| active_weeks_last_year | 12 |
| 27/27 | Випускає релізи — опубліковано 17 релізів |
| 36/36 | Свіжість релізів — останній реліз 10 дн. тому |
| 12.6/27 | Ритм релізів — реліз кожні ~138,9 дн. |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
| releases_count | 17 |
| latest_release_tag | v1.7.1 |
| releases_from_tags | ні |
| days_since_latest_release | 10 |
| mean_days_between_releases | 138,9 |
Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?
| 44.9/60 | Зірки — 589 зірок |
| 16.3/25 | Форки — 91 форків |
| 6.5/15 | Спостерігачі — 16 спостерігачів |
| forks | 91 |
| stars | 589 |
| watchers | 16 |
| growth_state | organic |
| growth_factor_pct | 100 |
| 22.5/22.5 | README |
| 22.5/22.5 | Ліцензія — визнана ліцензія (BSD-3-Clause) |
| 0/18 | Настанови CONTRIBUTING |
| 0/13.5 | Кодекс поведінки |
| 0/7.2 | Шаблон issue |
| 0/6.3 | Шаблон PR |
| has_readme | так |
| has_license | так |
| has_contributing | ні |
| has_issue_template | ні |
| has_code_of_conduct | ні |
| has_pull_request_template | ні |
| 77.4/80 | Щомісячні завантаження — 641 407 завантажень/місяць у pypi |
| 0/20 | Залежні пакети в реєстрі — ця екосистема цього не повідомляє |
| packages | contextily |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 641 407 |
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 |
| 12.5/22.5 | Розподіл комітів — головний контриб’ютор — автор 45% комітів |
| 13.5/13.5 | Широта контриб’юторів — 32 контриб’юторів |
| 10/10 | OpenSSF Scorecard: Contributors — project has 55 contributing companies or organizations |
| bus_factor | 2 |
| contributors_sampled | 32 |
| top_contributor_share | 0,446 |
| 34.1/46.8 | Вирішення issue — закрито 73% issue |
| 34/38.3 | Прийняття PR — злито 128/144 вирішених PR |
| 6/15 | OpenSSF Scorecard: Code-Review — Found 10/21 approved changesets -- score normalized to 4 |
| merged_prs | 128 |
| open_issues | 36 |
| closed_issues | 97 |
| issue_closed_ratio | 0,729 |
| closed_unmerged_prs | 16 |
| 30/30 | Підтримка власника — у власності організації |
| 0/20 | Верифікований домен |
| 18.5/25 | Охоплення власника — 368 підписників у geopandas |
| 20.6/25 | Послужний список — 14 публічних репозиторіїв, вік облікового запису ~12 р. |
| followers | 368 |
| owner_type | Organization |
| is_verified | — |
| owner_login | geopandas |
| public_repos | 14 |
| account_age_days | 4 393 |
| 25/25 | Опубліковано й доступно — 1 пакет(ів) у pypi |
| 35/35 | Свіжість публікацій — остання публікація 10 дн. тому |
| 20/20 | Історія версій — 20 опублікованих версій |
| 20/20 | Не застарілий — активний, не deprecated і не yanked |
| packages | contextily |
| ecosystems | pypi |
| any_deprecated | ні |
| min_days_since_publish | 10 |
Чи наявні базові інженерні практики та документація?
| 24/24 | Процеси CI — 2 процес(ів) CI |
| 24/24 | Наявні тести |
| 0/16 | Конфігурація лінтера |
| 0/9.6 | Pre-commit-хуки |
| 0/6.4 | .editorconfig |
| 8/20 | OpenSSF Scorecard: CI-Tests — 12 out of 29 merged PRs checked by a CI test -- score normalized to 4 |
| 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://contextily.readthedocs.io/en/latest/ |
| 10/10 | Опис репозиторію |
| 10/10 | Теми — 12 тем |
| 10/10 | Wiki |
| topics | tiles, stamen, openstreetmap, python, tile, mapping, webtiles, geography, cartography, matplotlib, osm, stamen-maps |
| has_wiki | так |
| homepage | https://contextily.readthedocs.io/en/latest/ |
| 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 |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 1/2.5 | CI-Tests — 12 out of 29 merged PRs checked by a CI test -- score normalized to 4 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 3/7.5 | Code-Review — Found 10/21 approved changesets -- score normalized to 4 |
| 2.5/2.5 | Contributors — project has 55 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 |
| 2.2/7.5 | Maintained — 4 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 3 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
| source | openssf_scorecard |
| checks_evaluated | 18 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 0 |
| scorecard_aggregate | 4,6 |
| 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 | 26 |
| 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 | — |
| 18/18 | Розгортання однією командою — docs/Makefile |
| 22/22 | Автоматизовані тести |
| 0/11 | Конфігурація лінтера / форматера |
| 0/11 | Статична перевірка типів |
| 10/10 | Відтворюване середовище — Dockerfile |
| 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 |
| has_nix | ні |
| has_tests | так |
| lockfiles | — |
| has_dockerfile | так |
| typed_language | ні |
| bootstrap_files | docs/Makefile |
| has_devcontainer | ні |
| has_linter_config | ні |
| typecheck_configs | — |
| agent_commit_share | — |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
| 0/45 | Типізований код — Jupyter Notebook без конфігурації перевірки типів |
| 55/55 | Керовані розміри файлів — 0/9 файлів вихідного коду понад 60 КБ |
| primary_language | Jupyter Notebook |
| largest_source_bytes | 37 297 |
| source_files_sampled | 9 |
| oversized_source_files | 0 |
| 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 9 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 |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 4 | CI-Tests | 12 out of 29 merged PRs checked by a CI test -- score normalized to 4 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 4 | Code-Review | Found 10/21 approved changesets -- score normalized to 4 |
| 10 | Contributors | project has 55 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 |
| 3 | Maintained | 4 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 3 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
| Реєстр | Пакет | Обмеження версії | Маніфест |
|---|---|---|---|
| PyPI | geopy | — | pyproject.toml |
| PyPI | matplotlib | — | pyproject.toml |
| PyPI | mercantile | — | pyproject.toml |
| PyPI | pillow | — | pyproject.toml |
| PyPI | rasterio | — | pyproject.toml |
| PyPI | requests | — | pyproject.toml |
| PyPI | joblib | — | pyproject.toml |
| PyPI | xyzservices | — | pyproject.toml |
Повний розв'язаний набір залежностей із графа залежностей GitHub: 0 прямих і 2 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.
| Реєстр | Пакет | Версія | Зв'язок |
|---|---|---|---|
| PyPI | setuptools | — | непряма |
| PyPI | setuptools-scm | — | непряма |
Встановлення pypi:contextily@1.7.1 тягне 26 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": [
"tiles",
"stamen",
"openstreetmap",
"python",
"tile",
"mapping",
"webtiles",
"geography",
"cartography",
"matplotlib",
"osm",
"stamen-maps"
],
"is_fork": false,
"size_kb": 57950,
"has_wiki": true,
"homepage": "https://contextily.readthedocs.io/en/latest/",
"languages": {
"Python": 81954,
"Dockerfile": 329,
"Jupyter Notebook": 31597730
},
"pushed_at": "2026-07-10T07:45:47Z",
"created_at": "2016-09-08T16:03:34Z",
"owner_type": "Organization",
"updated_at": "2026-07-14T12:23:33Z",
"description": "Context geo-tiles in Python",
"is_archived": false,
"is_disabled": false,
"license_spdx": "BSD-3-Clause",
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"significant_languages": [
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},
"owner": {
"blog": "geopandas.org",
"name": "GeoPandas",
"type": "Organization",
"login": "geopandas",
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"avatar_url": "https://avatars.githubusercontent.com/u/8130715?v=4",
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},
"license": {
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"latest_release_tag": "v1.7.1",
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"days_since_last_push": 10,
"active_weeks_last_year": 12,
"days_since_latest_release": 10,
"mean_days_between_releases": 138.9
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": false,
"health_percentage": 37,
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},
"ecosystem": {
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{
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"exists": true,
"license": "BSD-3-Clause",
"keywords": [
"Framework :: Matplotlib",
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"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
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"Programming Language :: Python :: 3.14"
],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/contextily/",
"is_deprecated": false,
"latest_version": "1.7.1",
"repository_url": "https://github.com/geopandas/contextily",
"versions_count": 20,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 641407,
"first_published_at": "2016-09-18T18:53:40.068634Z",
"latest_published_at": "2026-07-10T07:46:17.876033Z",
"latest_version_yanked": null,
"days_since_latest_publish": 10
}
]
},
"popularity": {
"forks": 91,
"stars": 589,
"watchers": 16,
"star_history": {
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],
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}
],
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},
{
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{
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"count": 589
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}
],
"max_points": 60
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{
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"detail": "91 forks",
"points": 16.3,
"status": "partial",
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{
"code": "forks",
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"count": 91
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}
],
"max_points": 25
},
{
"key": "watchers",
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"note": null,
"notes": [],
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},
{
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{
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"notes": [
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"params": {
"count": 641407,
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}
],
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{
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{
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"weight": 0.24,
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{
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"note": null,
"notes": [],
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}
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{
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"code": "top_contributor_share",
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"share": 45
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}
],
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{
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{
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"max_points": 10
}
]
},
{
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"note": null,
"notes": [],
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"issue_closed_ratio": 0.729,
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"components": [
{
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"params": {
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}
],
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{
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"status": "partial",
"details": [
{
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}
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"max_points": 38.25
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{
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]
},
{
"key": "stewardship",
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"note": null,
"notes": [],
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"inputs": {
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"is_verified": null,
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"components": [
{
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"details": [
{
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}
],
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{
"key": "verified_domain",
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"detail": null,
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},
{
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{
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"points": 20.6,
"status": "partial",
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{
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"params": {
"count": 14
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},
{
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]
},
{
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"note": null,
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}
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{
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"code": "publish_recency",
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],
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{
"key": "version_history",
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"points": 20,
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"details": [
{
"code": "published_versions",
"params": {
"count": 20
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}
],
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{
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}
],
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},
{
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"name": "Engineering Quality",
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"weight": 0.2,
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"notes": [],
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{
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{
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"points": 0,
"status": "missed",
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{
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{
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{
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]
},
{
"key": "documentation",
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"notes": [],
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"inputs": {
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"tile",
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}
]
}
],
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{
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"notes": [],
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{
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{
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{
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{
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},
{
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"details": [],
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},
{
"key": "dangerous_workflow",
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"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
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"detail": "update tool detected",
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},
{
"key": "fuzzing",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "license",
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"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
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"detail": "4 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 3",
"points": 2.2,
"status": "partial",
"details": [],
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{
"key": "packaging",
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"max_points": 5
},
{
"key": "pinned_dependencies",
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"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
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},
{
"key": "sast",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
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"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
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"points": 0,
"status": "missed",
"details": [],
"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",
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"note": "Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:contextily@1.7.1 runtime dependency closure — what installing the published package pulls in — 26 packages. Reachability is not analyzed.",
"notes": [
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"params": {
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},
{
"code": "weights_renormalized",
"params": {}
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{
"code": "advisories_scope_published",
"params": {
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}
},
{
"code": "advisories_reachability",
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}
],
"value": 100,
"inputs": {
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"affected_packages": 0,
"assessed_packages": 26,
"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": [
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"code": "no_indirect_advisories",
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}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
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"points": 0,
"status": "excluded",
"details": [
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"code": "advisories_no_publication_date",
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}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
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"assessed_packages": 26,
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"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
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"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",
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}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
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"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",
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}
],
"value": 100,
"inputs": {
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"exposures": [],
"policy_countries": [
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"review_only_matches": 0,
"assessed_self_published_locations": 33
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"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
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"code": "jurisdiction_no_match",
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}
],
"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": 39,
"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": [
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"code": "excluded_no_data",
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}
},
{
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}
],
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"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
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"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
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}
],
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},
{
"key": "machine_readable_docs_llms_txt",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
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"status": "excluded",
"details": [
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"code": "no_data",
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}
],
"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. Remaining weights renormalized.",
"notes": [
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"code": "excluded_no_data",
"params": {
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}
},
{
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}
],
"value": 61,
"inputs": {
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"has_tests": true,
"lockfiles": [],
"has_dockerfile": true,
"typed_language": false,
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],
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},
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"key": "one_command_bootstrap",
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},
{
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},
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},
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"status": "missed",
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},
{
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}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
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"status": "excluded",
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"code": "no_data",
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}
],
"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",
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}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
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}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
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"inputs": {
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},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "Jupyter Notebook without a type-check config",
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"status": "missed",
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{
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},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "0/9 source files over 60KB",
"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
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"sampled": 9,
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}
}
],
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}
]
},
{
"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"
}
}
],
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}
]
}
],
"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": "2026-07-21T03:28:49.387302Z",
"schema_version": "0.17.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/geopandas/contextily.svg",
"full_name": "geopandas/contextily",
"license_state": "standard",
"license_spdx": "BSD-3-Clause"
}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.