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OpenSSF Scorecards for top Python packages

Top 5,000 Python packages by downloads and their OpenSSF Scorecard values. Data gathered from deps.dev public dataset on May 22, 2024 and is updated weekly. Historical data can be found under data/. For more information about individual Scorecard checks you can read the documentation.

NOTE: All missing values are scored as a zero. deps.dev doesn't take missing values into account for their scoring of packages. This is the likely reason why you may see a difference in the value reported here versus the one on deps.dev for a package.

Package Downloads Overall Binary-Artifacts Branch-Protection CII-Best-Practices Code-Review Dangerous-Workflow Fuzzing License Maintained Packaging Pinned-Dependencies SAST Security-Policy Signed-Releases Token-Permissions Vulnerabilities
urllib3 494,985,872 8.78/10 10 – 5 10 10 10 10 10 10 5 10 10 10 10 10
openexr 213,581 8.51/10 10 – 5 7 10 10 10 10 10 9 10 10 8 9 10
tuf 168,485 7.84/10 10 – 10 10 10 0 10 10 10 4 10 10 4 10 10
charset-normalizer 366,614,072 7.78/10 10 – 0 0 10 10 10 10 10 4 10 10 10 10 10
gdal 212,500 7.73/10 9 – 5 3 10 10 9 10 10 3 9 9 8 10 10
requests 423,152,996 7.57/10 10 – 0 10 10 10 10 10 – 10 10 10 0 10 10
flatbuffers 18,016,168 7.41/10 8 – 0 4 10 10 10 10 10 0 7 10 8 10 10
in-toto 114,969 7.19/10 10 – 10 10 10 0 9 10 10 4 0 10 3 10 10
google-re2 5,051,801 7.11/10 10 0 0 10 10 10 10 10 10 0 0 10 1 10 10
pillow 88,756,600 7.05/10 10 0 2 10 10 10 9 10 10 0 0 10 – 10 10
sentencepiece 21,271,891 7.03/10 10 0 0 4 10 10 10 10 – 8 5 10 4 10 10
numpy 245,757,478 6.97/10 10 – 0 9 10 10 9 10 – 3 9 9 0 10 10
twine 5,594,496 6.95/10 7 – 0 8 10 0 10 10 10 1 10 0 10 10 10
yt-dlp 2,117,975 6.95/10 10 – 0 9 10 0 9 10 10 0 10 0 8 9 10
pyhanko 912,355 6.95/10 10 – 0 0 10 0 10 10 10 0 10 10 10 9 10
aiohttp 101,796,557 6.89/10 10 – 0 4 10 10 9 10 10 0 10 10 8 0 10
typing-extensions 376,904,659 6.84/10 10 – 0 8 10 10 9 10 10 0 0 10 – 10 10
matplotlib 59,187,475 6.84/10 10 – 0 10 10 10 9 10 10 2 10 10 – 0 10
pybind11 8,954,821 6.84/10 10 – 0 8 10 10 9 10 10 0 0 10 – 10 10
pybind11-global 148,726 6.84/10 10 – 0 8 10 10 9 10 10 0 0 10 – 10 10
cryptography 238,100,238 6.68/10 10 – 0 10 10 10 9 10 – 4 0 10 – 10 10
botocore 590,878,309 6.65/10 10 – 0 0 10 10 10 10 – 8 10 10 – 10 10
pycep-parser 881,377 6.59/10 10 – 0 0 10 0 10 10 10 7 10 10 – 10 10
trufflehog 104,623 6.57/10 9 – 0 10 10 0 10 10 10 0 10 9 8 0 8
newrelic 2,966,555 6.54/10 10 – 0 10 10 0 10 10 10 6 10 10 – 0 10
markupsafe 150,787,055 6.51/10 10 – 0 1 10 10 10 10 10 5 0 9 10 0 10
coverage 75,326,827 6.49/10 10 – 5 1 10 10 10 10 – 1 10 10 – 10 10
tbb 789,125 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 0 10 10
jinja2 148,784,907 6.46/10 10 – 0 1 10 10 10 10 10 4 0 9 10 0 10
keras 17,360,919 6.46/10 10 – 0 4 10 10 10 10 10 0 0 10 – 9 10
keras-nightly 331,943 6.46/10 10 – 0 4 10 10 10 10 10 0 0 10 – 9 10
idna 372,286,057 6.43/10 10 – 0 4 10 10 10 10 – 3 5 10 0 10 10
google-cloud-secret-manager 21,367,318 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-appengine-logging 14,222,116 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-resource-manager 13,712,096 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-vision 7,141,269 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-kms 6,902,952 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-dataproc 6,892,521 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-dlp 6,672,815 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-monitoring 6,669,880 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-tasks 6,133,869 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-datacatalog 5,909,841 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-container 5,807,828 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-language 5,663,451 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-videointelligence 5,640,208 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-bigquery-datatransfer 5,586,958 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-build 5,508,193 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
pydot 5,410,381 6.43/10 10 – 0 6 10 0 10 10 – 7 8 10 – 10 10
google-cloud-workflows 5,299,585 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-redis 5,270,433 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-automl 5,242,808 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-os-login 5,059,068 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-translate 4,942,309 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-memcache 4,909,291 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-dataplex 4,745,668 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-speech 4,547,370 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-texttospeech 4,415,577 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-dataproc-metastore 4,408,832 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-orchestration-airflow 4,381,443 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-compute 4,357,636 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud 4,313,871 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-dataform 4,043,776 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-dataflow-client 2,495,335 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-run 1,787,111 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-recommendations-ai 1,774,530 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-storage-transfer 1,763,311 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-batch 1,746,132 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-trace 709,348 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-analytics-data 683,031 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-discoveryengine 660,730 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-iam 536,514 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-ai-generativelanguage 493,849 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-os-config 387,306 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-common 316,992 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-filestore 316,127 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-certificate-manager 295,260 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-documentai 281,240 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-scheduler 247,246 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-artifact-registry 233,182 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-private-ca 224,449 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-asset 160,690 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-analytics-admin 148,091 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-billing 140,659 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-appengine-admin 127,323 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-recaptcha-enterprise 124,186 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-functions 117,131 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-dialogflow-cx 115,576 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-retail 115,375 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
google-cloud-notebooks 112,040 6.43/10 10 – 0 10 10 0 10 10 – 0 9 10 – 10 10
certifi 380,252,882 6.41/10 10 3 0 3 10 0 9 10 10 5 0 10 – 10 10
structlog 13,661,266 6.41/10 10 – 5 3 10 0 9 10 10 0 7 10 – 10 10
click 170,479,662 6.38/10 10 – 0 0 10 10 10 10 10 4 0 9 10 0 10
itsdangerous 69,042,624 6.38/10 10 – 0 0 10 10 10 10 10 4 0 9 10 0 10
pyarrow 110,373,831 6.35/10 10 – 0 8 10 10 10 10 10 1 0 10 – 10 3
flask-sqlalchemy 6,406,463 6.35/10 10 – 0 5 10 0 10 10 10 6 0 9 10 0 10
keras-nlp 158,508 6.35/10 10 – 0 8 10 0 10 10 10 1 1 10 – 9 10
tcolorpy 865,622 6.32/10 10 – 0 0 10 0 10 10 10 0 10 0 8 10 10
tables 946,121 6.30/10 10 0 0 4 10 10 10 10 – 7 0 10 – 10 9
django-axes 341,816 6.30/10 10 0 0 2 10 0 10 10 10 0 10 10 – 9 10
attrs 185,347,337 6.27/10 10 – 5 1 10 0 10 10 10 0 7 10 – 10 10
cachetools 119,186,226 6.27/10 10 0 0 4 10 10 10 10 – 5 0 10 – 10 10
functions-framework 3,119,515 6.27/10 10 – 0 8 10 0 10 6 10 5 10 0 – 10 10
mne 107,276 6.27/10 10 – 7 9 10 0 10 10 10 0 9 10 – 0 10
jsii 2,370,821 6.24/10 10 – 0 10 10 0 10 10 10 0 0 10 8 0 9
boto3 1,305,707,299 6.22/10 10 – 0 0 10 0 10 10 – 10 10 10 – 10 10
gitpython 54,695,902 6.22/10 10 – 0 10 10 10 10 10 – 0 10 10 – 0 10
pathvalidate 2,327,435 6.22/10 10 6 2 0 10 0 10 10 10 0 10 0 – 10 10
pytenable 504,558 6.22/10 10 – 0 10 10 0 10 10 10 0 10 10 – 0 10
argon2-cffi 18,803,651 6.19/10 10 – 5 0 10 0 10 10 10 0 7 10 – 10 10
presidio-analyzer 377,620 6.19/10 10 – 0 7 10 0 10 10 – 0 9 10 – 10 10
presidio-anonymizer 224,798 6.19/10 10 – 0 7 10 0 10 10 – 0 9 10 – 10 10
multidict 97,383,221 6.16/10 10 – 0 3 10 10 9 10 10 0 10 10 0 0 10
pem 413,615 6.16/10 10 – 5 0 10 10 10 1 10 0 10 10 – 10 10
google-api-core 231,557,488 6.14/10 10 – 0 10 10 10 10 10 – 1 9 10 – 0 9
flask 87,877,316 6.14/10 10 – 0 1 10 10 10 10 10 4 0 9 10 0 6
google-cloud-pubsub 21,956,508 6.14/10 10 – 0 10 10 10 10 10 – 1 9 10 – 0 9
elastic-apm 839,478 6.14/10 10 5 0 10 10 0 10 10 10 1 0 10 – 0 10
microsoft-kiota-abstractions 492,774 6.14/10 9 – 0 10 10 0 10 10 10 0 10 10 0 0 10
microsoft-kiota-http 476,230 6.14/10 9 – 0 10 10 0 10 10 10 0 10 10 0 0 10
microsoft-kiota-authentication-azure 473,471 6.14/10 9 – 0 10 10 0 10 10 10 0 10 10 0 0 10
microsoft-kiota-serialization-json 442,283 6.14/10 9 – 0 10 10 0 10 10 10 0 10 10 0 0 10
microsoft-kiota-serialization-text 435,951 6.14/10 9 – 0 10 10 0 10 10 10 0 10 10 0 0 10
microsoft-kiota-serialization-form 126,470 6.14/10 9 – 0 10 10 0 10 10 10 0 10 10 0 0 10
microsoft-kiota-serialization-multipart 126,443 6.14/10 9 – 0 10 10 0 10 10 10 0 10 10 0 0 10
pyvista 197,601 6.11/10 10 – 0 10 10 0 10 10 10 0 8 10 – 0 10
google-cloud-firestore 10,833,530 6.08/10 10 – 0 10 10 10 10 10 – 1 8 10 – 0 9
scapy 2,321,032 6.08/10 10 – 0 5 10 10 10 10 – 0 10 0 – 10 10
launchdarkly-server-sdk 2,232,511 6.08/10 10 – 0 10 10 0 9 10 – 4 0 9 10 0 10
gunicorn 33,496,424 6.05/10 10 – 0 7 10 10 9 8 – 0 0 10 – 10 10
aiosmtpd 186,574 6.05/10 10 – 0 – 10 0 10 10 10 0 10 10 8 0 10
ansible-lint 1,635,737 6.03/10 10 – 5 6 10 0 10 10 10 0 10 10 – 0 10
redis 32,995,813 6.00/10 10 – 0 10 10 10 10 10 10 0 9 0 – 0 8
pycparser 206,502,136 5.97/10 10 0 0 4 10 10 9 10 – 0 0 10 – 10 10
onnx 5,221,891 5.97/10 10 – 5 10 10 0 10 10 – 3 10 10 – 0 10
poetry-core 54,581,108 5.95/10 8 8 0 10 10 0 10 10 – 10 6 0 0 0 10
rich 50,121,375 5.95/10 10 – 0 8 10 10 10 10 – 2 9 10 – 0 8
tensorflow-io-gcs-filesystem 12,530,606 5.95/10 10 – 0 0 10 0 10 8 10 5 3 10 – 10 10
tensorflow-io 3,233,214 5.95/10 10 – 0 0 10 0 10 8 10 5 3 10 – 10 10
clang-format 797,795 5.95/10 0 3 2 5 10 10 9 10 – 1 0 9 8 10 7
codespell 739,160 5.95/10 10 – 0 10 10 0 10 10 10 0 0 0 – 10 10
msgraph-sdk 416,428 5.95/10 10 – 0 6 10 0 10 10 10 1 10 10 – 0 10
scikit-learn-intelex 131,828 5.95/10 10 – 0 10 10 0 10 10 – 0 0 10 – 10 10
werkzeug 89,108,677 5.92/10 10 – 0 1 10 0 10 10 10 4 0 9 10 0 10
azure-core 74,942,605 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-storage-blob 46,615,491 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-identity 40,141,583 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-common 34,542,586 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
google-cloud-bigquery-storage 17,450,444 5.92/10 10 – 0 10 10 10 10 10 – 1 5 10 – 0 9
azure-mgmt-core 16,241,060 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-storage-file-datalake 14,189,478 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-keyvault-secrets 12,731,781 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-nspkg 12,059,606 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-resource 11,380,014 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-graphrbac 9,565,240 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-storage 9,440,173 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-cosmos 9,147,159 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-keyvault 9,108,295 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-keyvault-keys 8,619,241 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-containerregistry 8,436,397 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-data-tables 7,931,021 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-keyvault 7,847,356 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-authorization 7,807,506 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-compute 7,681,039 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-network 7,501,310 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-msi 7,233,878 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-cosmosdb 7,167,958 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-nspkg 7,159,053 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-datalake-nspkg 6,905,410 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-storage-queue 6,822,887 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-recoveryservices 6,816,273 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-redis 6,784,683 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-signalr 6,669,612 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-monitor 6,650,234 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-batch 6,630,566 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-containerinstance 6,568,552 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-sql 6,515,112 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-datalake-store 6,500,575 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-containerservice 6,474,227 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-web 6,467,486 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-dns 6,408,846 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-servicebus 6,346,702 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-rdbms 6,325,065 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-eventhub 6,308,404 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-batch 6,286,035 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-loganalytics 6,277,528 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-cdn 6,240,961 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-iothub 6,237,174 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-marketplaceordering 6,208,859 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-trafficmanager 6,207,043 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-devtestlabs 6,200,400 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-recoveryservicesbackup 6,189,309 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-search 6,174,123 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-managementgroups 6,136,845 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-cognitiveservices 6,114,085 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-applicationinsights 6,106,131 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-eventgrid 6,083,041 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-advisor 6,043,460 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-servicefabric 6,042,694 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-billing 6,042,043 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-media 6,039,280 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-iothubprovisioningservices 6,039,084 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-batchai 6,026,126 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-policyinsights 6,019,919 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-iotcentral 6,002,307 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-datamigration 5,999,247 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-maps 5,997,056 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-servicebus 5,963,230 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-datalake-analytics 5,757,931 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-appconfiguration 5,745,662 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-apimanagement 5,527,469 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-eventhub 5,384,664 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-storage-file-share 5,312,894 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-loganalytics 5,281,319 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-consumption 5,190,237 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-datafactory 5,182,441 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-relay 5,167,761 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-reservations 5,062,837 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-synapse-artifacts 4,852,169 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-privatedns 4,831,780 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-hdinsight 4,831,465 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-security 4,755,704 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-managedservices 4,750,771 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-synapse-spark 4,748,274 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-kusto 4,737,386 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-netapp 4,713,540 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-redhatopenshift 4,710,042 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-synapse 4,708,497 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-keyvault-administration 4,703,040 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-imagebuilder 4,699,694 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-sqlvirtualmachine 4,686,097 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-appconfiguration 4,683,235 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-servicefabricmanagedclusters 4,673,057 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-botservice 4,666,764 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-synapse-accesscontrol 4,654,867 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-servicelinker 4,652,061 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-synapse-managedprivateendpoints 4,646,381 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-databoxedge 4,646,044 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-extendedlocation 4,641,488 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-keyvault-certificates 4,269,192 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-deploymentmanager 3,679,025 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-eventgrid 2,157,073 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure 1,819,645 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-subscription 1,741,006 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-monitor-opentelemetry-exporter 1,569,906 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-notificationhubs 1,472,024 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-servicefabric 1,420,380 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-logic 1,417,741 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt 1,389,354 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-scheduler 1,378,088 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-commerce 1,375,814 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-powerbiembedded 1,373,852 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-hanaonazure 1,370,017 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-managementpartner 1,369,568 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-machinelearningcompute 1,369,319 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-servicemanagement-legacy 1,359,268 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-devspaces 1,340,307 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-applicationinsights 1,320,996 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-ai-ml 1,319,800 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-storage 1,278,938 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-search-documents 1,245,252 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-monitor-query 1,125,596 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-monitor-opentelemetry 1,106,106 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-core-tracing-opentelemetry 1,005,316 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-appcontainers 978,816 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-eventhub-checkpointstoreblob-aio 842,754 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-communication-email 752,010 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-messaging-webpubsubservice 671,634 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-ai-formrecognizer 671,462 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-resourcegraph 430,065 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-schemaregistry 428,305 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-hybridcompute 421,364 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
gvm-tools 419,777 5.92/10 10 – 0 5 10 0 10 10 10 0 10 0 8 0 10
azure-containerregistry 305,467 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-monitor-ingestion 285,899 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-schemaregistry-avroserializer 284,848 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-eventhub-checkpointstoreblob 228,578 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-cognitiveservices-vision-computervision 199,115 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
metaflow 191,962 5.92/10 10 – 0 6 10 0 10 10 10 2 10 10 – 0 9
praw 181,695 5.92/10 10 – 0 5 10 0 10 10 10 2 10 10 – 0 10
azure-mgmt-automation 166,021 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-ai-documentintelligence 154,744 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-costmanagement 138,425 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-schemaregistry-avroencoder 130,706 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-cognitiveservices-knowledge-qnamaker 120,310 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-ai-language-questionanswering 119,176 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-ai-language-conversations 117,729 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-ai-textanalytics 110,361 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
azure-mgmt-databricks 92,221 5.92/10 8 – 0 10 10 10 10 10 – 0 0 10 – 10 5
black 28,909,959 5.89/10 10 – 0 6 10 10 10 10 10 0 0 10 0 0 10
bokeh 4,801,220 5.89/10 10 – 0 8 10 0 10 10 10 0 7 10 – 0 10
cheroot 1,442,119 5.89/10 10 – 2 0 10 0 10 10 10 0 9 10 6 0 10
chia-rs 287,786 5.89/10 8 – 0 10 10 10 10 10 10 0 10 0 – 0 8
pytest 106,208,704 5.86/10 10 – 0 10 10 0 10 10 10 0 0 0 0 9 10
ecdsa 9,375,297 5.86/10 10 0 0 6 10 10 9 10 – 0 10 10 – 0 10
msgraph-core 711,153 5.86/10 10 – 0 5 10 0 10 10 10 1 10 10 – 0 10
qh3 80,379 5.86/10 10 – 0 0 10 0 10 10 – 0 0 10 10 10 9
packaging 313,084,637 5.84/10 4 – 0 8 10 10 9 10 – 10 8 9 – 0 9
datadog-api-client 5,477,082 5.84/10 10 5 0 10 10 0 10 10 10 0 7 0 – 0 9
sanic 712,182 5.84/10 10 – 0 6 10 0 10 10 10 0 10 9 – 0 10
pact-python 270,813 5.84/10 10 4 0 6 10 0 10 10 10 4 9 0 0 0 10
pydantic 166,076,930 5.81/10 10 – 0 10 10 10 10 10 10 0 0 10 – 0 5
msal 58,922,970 5.78/10 10 – 2 5 10 10 9 10 10 0 9 0 – 0 10
seaborn 16,590,188 5.78/10 10 0 0 4 10 0 10 10 – 2 4 10 0 10 10
flask-session 3,765,831 5.78/10 10 – 0 0 10 0 10 10 10 2 0 10 10 0 10
ecs-logging 840,347 5.78/10 10 5 0 9 10 0 10 4 – 0 0 10 – 10 10
apache-libcloud 189,851 5.78/10 10 – 0 2 10 0 10 10 – 0 9 10 – 10 10
rasa 101,738 5.78/10 10 8 0 10 10 0 10 10 10 5 10 0 – 0 0
causalml 93,035 5.78/10 10 – 5 10 10 0 9 10 10 0 0 10 – 0 10
pingparsing 54,006 5.78/10 10 – 0 0 10 0 10 10 10 0 0 0 8 10 10
pyparsing 106,293,967 5.76/10 10 – 0 1 10 10 10 10 – 0 0 10 0 10 10
pylint 19,317,089 5.76/10 10 – 5 10 10 0 10 10 – 0 10 9 – 0 10
tensorstore 13,998,725 5.76/10 10 0 0 10 10 0 9 10 10 2 0 10 – 0 10
onnxconverter-common 1,174,678 5.76/10 10 – 0 2 10 0 10 10 – 0 10 10 0 9 10
google-cloud-error-reporting 533,398 5.76/10 10 – 0 10 10 10 10 6 – 1 8 10 – 0 9
nibabel 460,946 5.76/10 10 – 0 8 10 0 9 10 10 0 0 0 – 10 10
homeassistant 128,241 5.76/10 10 – 0 10 10 0 10 10 10 0 7 9 – 0 7
async-lru 14,840,610 5.73/10 10 – 0 – 10 0 10 10 10 0 10 10 4 0 10
pymatgen 506,154 5.73/10 10 – 0 4 10 0 9 10 10 0 0 10 – 10 7
keras-tuner 284,128 5.73/10 10 0 0 1 10 0 10 5 10 0 7 10 – 10 10
lxml 81,516,778 5.70/10 10 – 0 0 10 10 9 10 – 1 0 10 0 10 10
google-api-python-client 41,727,029 5.70/10 10 – 0 10 10 10 10 10 – 2 0 10 – 0 9
cdk-nag 6,077,080 5.70/10 10 – 0 10 10 0 10 10 – 0 0 10 – 7 10
firebase-admin 2,820,901 5.70/10 10 – 0 10 10 0 10 5 10 0 8 10 – 0 10
motor 1,364,290 5.70/10 10 8 0 9 10 0 10 10 10 0 0 0 – 0 10
pyautogen 150,436 5.70/10 10 – 0 10 10 0 10 10 10 0 5 10 – 0 7
zipp 194,684,827 5.68/10 10 0 0 0 10 10 10 10 – 0 0 10 – 10 10
platformdirs 146,161,529 5.68/10 10 – 0 10 10 0 10 10 10 0 0 10 – 0 10
httpcore 52,802,936 5.68/10 10 – 0 10 10 10 10 10 – 0 0 10 – 0 10
configparser 9,990,365 5.68/10 10 0 0 0 10 10 10 10 – 0 0 10 – 10 10
immutabledict 3,220,540 5.68/10 10 – 0 2 10 0 10 10 10 0 10 0 – 8 10
djangorestframework-simplejwt 2,014,735 5.68/10 10 – 0 10 10 0 10 10 10 0 0 10 – 0 10
tablib 1,767,495 5.68/10 10 – 0 10 10 0 10 10 10 0 0 10 – 0 10
scrapy 1,339,351 5.68/10 10 0 0 10 10 0 10 10 10 0 0 10 – 0 10
django-simple-history 1,081,783 5.68/10 10 – 0 10 10 0 10 10 10 0 0 10 – 0 10
zarr 534,023 5.68/10 10 – 0 10 10 0 10 10 10 0 10 0 – 0 10
dvc 379,526 5.68/10 10 3 0 7 10 0 10 10 10 0 10 0 – 0 10
chiabip158 299,409 5.68/10 10 – 0 10 10 0 10 10 10 0 10 0 – 0 10
django-auditlog 238,757 5.68/10 10 – 0 10 10 0 10 10 10 0 0 10 – 0 10
mpi4py 214,041 5.68/10 10 – 0 0 10 0 10 10 10 0 10 0 0 10 10
dbt-duckdb 92,027 5.68/10 10 – 0 4 10 0 10 10 10 0 7 0 8 0 10
asdf-astropy 65,388 5.68/10 10 – 0 8 10 0 10 10 – 8 0 0 – 10 10
filelock 127,925,055 5.65/10 10 – 0 10 10 0 9 10 10 0 0 10 – 0 10
ujson 9,837,143 5.65/10 10 – 0 10 10 10 9 10 10 0 0 0 – 0 10
google-cloud-spanner 6,708,133 5.65/10 10 – 0 10 10 0 10 10 – 4 7 10 – 0 9
bandit 3,770,893 5.65/10 10 – 0 10 10 0 10 10 10 1 0 10 0 0 9
eventlet 1,285,888 5.65/10 10 – 0 10 10 0 9 10 10 0 0 10 – 0 10
django-oauth-toolkit 684,635 5.65/10 10 – 0 10 10 0 9 10 10 0 0 10 – 0 10
tf-models-nightly 489,119 5.65/10 10 – 0 10 10 0 9 10 – 0 10 10 – 10 0
tf-models-official 196,380 5.65/10 10 – 0 10 10 0 9 10 – 0 10 10 – 10 0
pluggy 118,111,480 5.62/10 10 0 0 10 10 0 10 10 10 0 0 9 – 0 10
yarl 95,217,340 5.62/10 10 – 0 0 10 10 10 3 10 0 10 10 3 0 10
xgboost 18,534,201 5.62/10 10 – 0 8 10 0 10 10 10 2 0 10 0 0 10
aws-sam-translator 12,795,847 5.62/10 10 – 0 10 10 0 10 10 – 0 9 10 – 0 10
meson 1,572,902 5.62/10 10 – 0 8 10 0 10 10 – 0 10 0 8 0 10
cloud-sql-python-connector 1,087,553 5.62/10 10 – 5 10 0 0 10 10 – 6 7 10 – 10 9
biopython 752,151 5.62/10 10 – 0 7 10 0 9 10 – 0 0 9 – 10 10
ax-platform 85,148 5.62/10 10 – 0 10 10 0 10 10 10 0 0 9 – 0 10
edx-name-affirmation 74,990 5.62/10 10 – 0 10 10 0 10 10 10 0 0 9 – 0 10
aiobotocore 298,685,720 5.59/10 10 – 0 9 10 0 10 10 – 0 10 10 – 0 10
grpcio 88,232,810 5.59/10 8 – 5 10 10 10 10 10 – 0 0 9 – 10 0
httpx 51,728,430 5.59/10 10 – 0 9 10 10 10 10 – 0 0 10 – 0 10
grpcio-tools 42,092,787 5.59/10 8 – 5 10 10 10 10 10 – 0 0 9 – 10 0
prometheus-client 31,479,977 5.59/10 10 0 0 8 10 0 10 7 – 2 0 9 – 10 10
neptune-client 537,945 5.59/10 10 – 0 10 10 0 10 10 10 0 0 10 – 0 9
towncrier 292,918 5.59/10 10 – 0 9 10 0 10 10 10 1 0 9 – 0 10
pymongocrypt 169,877 5.59/10 9 – 0 10 10 10 10 10 10 0 0 0 8 0 2
py-tgcalls 143,303 5.59/10 10 0 0 0 10 0 10 10 10 0 10 0 – 9 10
google-benchmark 130,237 5.59/10 10 – 0 9 10 0 10 10 10 0 0 10 – 0 10
neptune 100,720 5.59/10 10 – 0 10 10 0 10 10 10 0 0 10 – 0 9
astroid 19,252,924 5.57/10 10 – 0 10 10 0 10 10 – 0 9 9 – 0 10
truststore 714,275 5.57/10 10 – 2 9 10 0 10 7 10 3 0 10 0 0 10
memray 538,136 5.57/10 10 – 0 10 10 0 10 10 10 0 1 10 – 0 8
ml-wrappers 141,792 5.57/10 10 – 0 9 10 0 10 3 10 0 10 10 – 0 10
incremental 3,945,300 5.54/10 10 – 0 8 10 0 9 8 – 0 0 9 – 10 10
jupytext 521,672 5.54/10 10 – 0 3 10 0 10 10 10 0 9 0 – 9 7
luigi 314,507 5.54/10 10 – 0 10 10 0 10 9 – 0 10 9 – 0 10
rubicon-objc 53,503 5.54/10 10 – 0 8 10 0 9 10 10 1 0 10 0 0 10
importlib-metadata 203,612,663 5.51/10 8 0 0 0 10 10 10 10 – 0 0 10 – 10 10
python-gitlab 5,840,357 5.51/10 10 – 0 8 10 0 10 10 10 0 0 10 – 0 10
elasticsearch-dsl 4,108,850 5.51/10 10 5 0 9 10 0 10 10 – 1 0 10 – 0 10
azure-kusto-data 3,690,398 5.51/10 10 – 0 3 10 0 10 10 10 0 9 10 0 0 9
cog 3,660,863 5.51/10 10 – 0 8 10 0 10 10 10 0 10 0 0 0 10
azure-kusto-ingest 2,592,855 5.51/10 10 – 0 3 10 0 10 10 10 0 9 10 0 0 9
django-debug-toolbar 2,302,597 5.51/10 10 0 0 8 10 0 10 10 10 0 0 10 0 0 10
pipdeptree 1,718,277 5.51/10 10 – 0 8 10 0 10 10 10 0 0 10 – 0 10
django-model-utils 1,400,337 5.51/10 10 0 0 8 10 0 10 10 10 0 0 10 – 0 10
folium 1,047,532 5.51/10 10 – 0 10 10 0 10 10 10 1 3 9 – 0 6
aiokafka 929,193 5.51/10 10 0 0 2 10 0 10 10 10 0 9 10 – 0 10
chiavdf 289,179 5.51/10 10 – 0 9 10 0 10 9 10 0 10 0 0 0 10
protoc-gen-validate 88,315 5.51/10 10 – 0 10 10 10 10 8 10 0 0 0 0 0 10
pulumi-kubernetes 72,387 5.51/10 10 – 0 10 10 0 10 10 10 0 0 10 0 0 8
py-cord 64,711 5.51/10 8 – 0 10 10 0 10 10 – 0 10 10 0 0 10
libcst 10,284,126 5.49/10 10 – 0 3 10 10 9 10 10 0 0 9 – 0 9
service-identity 3,204,808 5.49/10 10 – 5 0 10 0 10 0 10 0 9 10 – 10 10
rdflib 2,953,885 5.49/10 10 – 2 10 10 0 10 10 10 1 0 0 0 8 5
arviz 2,098,708 5.49/10 10 – 0 7 10 0 10 10 – 0 0 9 – 10 8
python-gvm 425,263 5.49/10 10 – 0 7 10 0 10 10 – 0 9 0 8 0 10
cwltool 145,388 5.49/10 10 – 0 3 10 0 10 10 10 0 10 10 – 0 8
datadog-checks-base 79,061 5.49/10 7 5 0 10 10 0 10 10 10 0 8 0 0 0 7
google-cloud-core 58,954,249 5.46/10 10 – 0 10 10 10 10 3 – 1 7 10 – 0 9
dnspython 34,392,072 5.46/10 10 – 0 1 10 10 9 10 – 0 10 10 0 0 10
django 13,727,332 5.46/10 10 – 0 8 10 10 10 10 – 0 0 9 – 0 10
constructs 4,161,027 5.46/10 10 – 0 10 10 0 10 10 – 0 0 10 – 4 10
artifacts-keyring 977,945 5.46/10 10 – 0 8 10 0 10 7 – 0 0 10 – 9 10
pyhanko-certvalidator 666,179 5.46/10 10 – 0 0 10 0 10 5 10 0 0 0 10 9 10
aqtinstall 150,951 5.46/10 10 0 0 2 10 0 10 10 10 0 8 10 0 0 10
cdk-ecr-deployment 56,757 5.46/10 10 – 0 10 10 0 10 10 – 0 0 10 0 5 9
pandas-gbq 12,336,011 5.43/10 10 – 0 10 10 0 10 10 – 1 6 10 – 0 9
ddtrace 5,720,579 5.43/10 10 – 0 9 10 10 9 10 10 0 8 0 – 0 3
geoip2 5,426,562 5.43/10 10 6 0 10 10 0 10 1 10 0 10 0 – 0 10
streamlit 3,458,982 5.43/10 9 – 0 10 10 0 10 10 10 2 10 10 – 0 0
pulumi 871,858 5.43/10 9 – 0 10 10 10 10 10 – 0 0 10 8 0 0
google-cloud-org-policy 366,152 5.43/10 10 – 0 10 10 0 10 8 – 1 9 10 – 0 9
scylla-driver 358,939 5.43/10 10 – 0 7 10 0 10 10 10 0 0 10 – 0 10
spotipy 157,570 5.43/10 10 – 0 7 10 0 10 10 10 0 0 10 – 0 10
s3transfer 321,589,010 5.41/10 10 – 0 4 10 0 10 6 – 10 10 10 – 0 10
constantly 3,476,605 5.41/10 10 – 0 7 10 0 9 0 10 1 0 9 – 10 10
prefect-aws 1,078,526 5.41/10 10 – 0 10 10 0 10 10 10 0 8 9 – 0 2
python-hcl2 926,298 5.41/10 10 – 0 9 10 0 10 9 10 0 8 0 – 0 10
prefect 909,440 5.41/10 10 – 0 10 10 0 10 10 10 0 8 9 – 0 2
blackduck 417,428 5.41/10 10 – 0 5 10 0 10 10 – 0 9 0 – 9 10
prefect-gcp 287,842 5.41/10 10 – 0 10 10 0 10 10 10 0 8 9 – 0 2
prefect-github 148,594 5.41/10 10 – 0 10 10 0 10 10 10 0 8 9 – 0 2
interpret-community 142,199 5.41/10 10 – 0 10 10 0 10 0 10 0 10 10 – 0 10
prefect-snowflake 127,776 5.41/10 10 – 0 10 10 0 10 10 10 0 8 9 – 0 2
prefect-shell 123,923 5.41/10 10 – 0 10 10 0 10 10 10 0 8 9 – 0 2
cwl-utils 107,903 5.41/10 10 – 0 0 10 0 10 10 10 0 10 10 – 0 10
prefect-dbt 102,326 5.41/10 10 – 0 10 10 0 10 10 10 0 8 9 – 0 2
prefect-docker 90,561 5.41/10 10 – 0 10 10 0 10 10 10 0 8 9 – 0 2
prefect-slack 81,499 5.41/10 10 – 0 10 10 0 10 10 10 0 8 9 – 0 2
prefect-sqlalchemy 76,855 5.41/10 10 – 0 10 10 0 10 10 10 0 8 9 – 0 2
prefect-dask 68,008 5.41/10 10 – 0 10 10 0 10 10 10 0 8 9 – 0 2
sqlparse 44,349,629 5.38/10 10 0 0 1 10 10 10 10 – 0 8 10 – 0 10
defusedxml 37,744,582 5.38/10 10 0 0 0 10 10 9 0 10 0 0 10 – 10 10
opensearch-py 26,371,892 5.38/10 10 – 0 10 10 0 10 10 10 0 0 9 0 0 7
db-dtypes 15,541,338 5.38/10 10 – 0 10 10 0 10 10 – 0 6 10 – 0 9
dask 7,284,931 5.38/10 10 0 0 7 10 10 10 10 – 0 0 9 – 0 10
rope 688,435 5.38/10 9 – 0 0 10 0 10 10 10 1 10 10 0 0 10
datadog-lambda 459,248 5.38/10 10 5 0 10 10 0 10 10 – 0 10 0 – 0 8
doc-warden 194,179 5.38/10 10 5 0 8 10 0 10 10 – 0 0 10 0 10 0
stellar-sdk 81,202 5.38/10 10 – 0 1 10 0 10 10 10 0 9 9 – 0 10
setuptools 364,075,347 5.35/10 0 0 0 6 10 10 10 10 – 0 0 10 – 10 10
google-auth-oauthlib 48,804,336 5.35/10 10 – 0 10 10 10 10 3 – 1 5 10 – 0 9
ipython 37,105,339 5.35/10 10 – 2 6 10 10 10 10 – 0 0 9 0 0 10
opentelemetry-api 20,707,990 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
opentelemetry-sdk 16,305,729 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
opentelemetry-semantic-conventions 15,089,484 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
opentelemetry-proto 12,317,236 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
opentelemetry-exporter-otlp-proto-common 10,178,060 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
opentelemetry-exporter-otlp-proto-http 9,704,563 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
kombu 8,807,217 5.35/10 10 – 0 6 10 0 10 10 – 0 10 10 – 0 10
opentelemetry-exporter-otlp-proto-grpc 8,586,403 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
opentelemetry-exporter-otlp 7,305,744 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
sphinx-autodoc-typehints 1,595,830 5.35/10 10 – 0 6 10 0 10 10 10 0 0 10 – 0 10
pymemcache 1,476,819 5.35/10 10 – 0 10 10 0 10 8 – 0 8 9 0 0 10
icalendar 803,794 5.35/10 10 – 0 7 10 10 9 10 – 0 9 0 – 0 10
opentelemetry-propagator-b3 431,811 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
opentelemetry-exporter-jaeger-thrift 334,081 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
opentelemetry-exporter-jaeger-proto-grpc 302,758 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
opentelemetry-exporter-jaeger 300,191 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
opentelemetry-propagator-jaeger 239,323 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
securesystemslib 235,957 5.35/10 10 – 0 10 10 0 10 10 10 3 0 10 3 0 1
opentelemetry-exporter-prometheus 174,672 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
google-events 137,921 5.35/10 10 – 0 10 10 0 10 4 – 1 3 10 – 8 8
opentelemetry-test-utils 88,551 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
blspy 79,173 5.35/10 10 – 0 10 10 0 10 6 10 0 10 0 – 0 10
conda-pack 77,850 5.35/10 10 – 0 10 10 0 10 10 10 4 0 0 – 0 10
linode-api4 61,494 5.35/10 10 – 0 10 10 0 10 10 10 1 3 0 – 0 10
opentelemetry-exporter-zipkin-json 56,452 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
aws-parallelcluster 54,497 5.35/10 9 – 0 10 10 0 10 10 – 0 10 10 – 0 7
opentelemetry-exporter-zipkin-proto-http 53,317 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
opentelemetry-exporter-zipkin 52,690 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
wheel 423,675,463 5.32/10 10 0 0 3 10 10 10 10 10 0 4 0 – 0 10
jsonschema 108,486,614 5.32/10 10 – 0 0 10 10 10 10 10 0 0 10 0 0 9
proto-plus 75,894,756 5.32/10 10 – 0 10 10 10 10 2 – 1 6 10 – 0 9
triton 10,091,602 5.32/10 10 – 0 9 10 0 10 10 – 0 0 0 – 10 10
fiona 6,112,978 5.32/10 10 – 0 1 10 0 10 10 – 2 0 10 – 10 10
django-redis 2,523,773 5.32/10 10 0 0 6 10 0 9 10 10 0 0 10 – 0 10
yamale 1,231,980 5.32/10 10 – 0 7 10 0 10 10 – 0 8 10 – 0 10
python-telegram-bot 1,082,626 5.32/10 10 – 2 5 10 0 10 10 – 0 8 0 8 0 10
djangorestframework-stubs 577,228 5.32/10 10 0 0 9 10 0 10 10 – 0 0 0 – 10 10
urlextract 254,190 5.32/10 10 – 0 1 10 10 10 10 10 0 7 0 – 0 10
flask-debugtoolbar 146,066 5.32/10 10 – 0 9 10 0 10 10 – 6 0 9 – 0 10
raiutils 131,242 5.32/10 10 – 0 9 10 0 10 10 10 0 10 10 – 0 0
pygments 88,425,419 5.30/10 10 0 0 2 10 10 10 10 – 0 0 0 – 10 10
tb-nightly 32,946,726 5.30/10 10 – 0 10 10 0 10 10 – 2 2 9 – 10 0
tensorboard 27,473,064 5.30/10 10 – 0 10 10 0 10 10 – 2 2 9 – 10 0
tensorboard-data-server 15,606,189 5.30/10 10 – 0 10 10 0 10 10 – 2 2 9 – 10 0
cupy-cuda12x 302,276 5.30/10 10 2 0 10 10 0 10 10 10 0 0 0 0 0 10
wagtail 194,197 5.30/10 10 – 0 2 10 0 10 10 – 0 7 9 – 10 6
cupy-cuda11x 87,036 5.30/10 10 2 0 10 10 0 10 10 10 0 0 0 0 0 10
python-dateutil 327,607,838 5.27/10 10 – 0 4 10 10 9 10 – 0 0 0 8 0 10
requests-toolbelt 80,109,707 5.27/10 10 0 0 6 10 10 9 10 – 0 0 9 – 0 10
google-resumable-media 57,374,413 5.27/10 10 – 0 10 10 10 10 2 – 1 5 10 – 0 9
markdown 35,311,711 5.27/10 10 – 0 5 10 10 10 10 10 0 0 0 0 0 10
babel 34,251,249 5.27/10 10 – 0 5 10 10 10 10 10 0 0 0 0 0 10
freezegun 8,887,076 5.27/10 10 0 0 5 10 0 10 10 10 0 0 10 0 0 10
google-cloud-bigtable 6,438,842 5.27/10 10 – 0 10 10 0 10 8 – 1 6 10 – 0 9
opentelemetry-instrumentation 5,665,742 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-util-http 4,695,771 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-asgi 3,594,703 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-fastapi 3,208,617 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-requests 2,703,168 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-wsgi 2,528,071 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-flask 2,109,667 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-dbapi 2,062,436 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
pytest-env 2,002,665 5.27/10 10 – 0 5 10 0 10 10 10 0 0 10 – 0 10
opentelemetry-instrumentation-urllib3 1,874,671 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-urllib 1,792,051 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-psycopg2 1,677,573 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-django 1,652,072 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
webargs 1,405,717 5.27/10 10 – 0 5 10 0 10 10 10 0 0 10 – 0 10
opentelemetry-instrumentation-logging 1,381,597 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-distro 1,214,016 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-grpc 1,138,034 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-sdk-extension-aws 1,106,333 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
aws-sam-cli 1,083,849 5.27/10 7 – 0 10 10 0 10 10 – 0 10 10 8 0 0
opentelemetry-instrumentation-sqlalchemy 1,007,219 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-resource-detector-azure 969,834 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-aiohttp-client 931,221 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-botocore 900,559 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-propagator-aws-xray 886,049 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-redis 856,131 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
dirac 831,242 5.27/10 10 – 0 5 10 0 10 10 10 0 0 10 – 0 10
opentelemetry-instrumentation-aws-lambda 649,227 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-sqlite3 604,514 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-jinja2 593,190 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
pydicom 579,250 5.27/10 10 – 0 10 10 0 9 10 10 0 3 0 0 0 10
opentelemetry-instrumentation-httpx 560,884 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-starlette 497,932 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-kafka-python 454,207 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-celery 449,237 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
pyroute2 415,322 5.27/10 10 – 0 3 10 0 9 10 – 0 10 0 0 9 10
opentelemetry-instrumentation-asyncpg 383,636 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-pika 371,693 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-sklearn 369,119 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-pymongo 363,133 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-elasticsearch 323,425 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-boto 316,905 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-pymysql 312,277 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-boto3sqs 311,257 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-system-metrics 308,400 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-tortoiseorm 263,274 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
pyro-ppl 258,152 5.27/10 10 – 5 10 10 0 10 10 10 0 0 0 – 0 10
opentelemetry-instrumentation-tornado 244,934 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-falcon 226,224 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-mysql 224,459 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-confluent-kafka 223,345 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-pyramid 221,787 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-propagator-ot-trace 218,029 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-pymemcache 216,967 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-mysqlclient 214,297 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-remoulade 213,931 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-aio-pika 204,824 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-aiopg 203,937 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-instrumentation-cassandra 196,909 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
opentelemetry-exporter-prometheus-remote-write 89,582 5.27/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 7
neomodel 67,927 5.27/10 10 – 0 5 10 0 10 10 10 1 9 0 – 0 10
environ-config 53,113 5.27/10 10 – 0 0 10 0 10 5 10 0 0 10 – 10 10
prettytable 13,114,246 5.24/10 10 – 0 5 10 0 9 10 10 0 0 10 – 0 10
adjusttext 262,383 5.24/10 10 0 0 0 10 0 10 10 10 2 0 0 – 10 10
blurb 68,829 5.24/10 10 – 0 8 10 0 10 10 – 0 0 0 – 10 10
sagemaker 27,190,494 5.22/10 5 – 0 8 10 0 10 10 – 0 0 10 – 10 8
pyodbc 25,280,669 5.22/10 10 0 0 5 10 10 10 10 – 0 9 0 – 0 10
authlib 7,676,617 5.22/10 10 – 0 6 10 0 10 10 – 0 9 10 – 0 9
google-cloud-datastore 2,969,123 5.22/10 10 – 0 10 10 0 10 6 – 1 8 10 – 0 9
bidict 1,901,374 5.22/10 10 – 5 0 10 0 10 10 10 5 0 9 0 0 10
cyclonedx-python-lib 1,526,302 5.22/10 10 – 2 3 10 0 10 10 10 0 2 9 0 0 10
kornia 1,491,496 5.22/10 10 – 0 10 10 0 10 10 10 0 3 0 0 0 9
crytic-compile 173,112 5.22/10 9 – 0 4 10 0 10 10 10 0 0 0 8 0 10
apache-airflow-client 71,777 5.22/10 10 – 0 10 10 0 10 3 – 0 0 10 8 0 10
datadog 30,249,287 5.19/10 10 5 0 9 10 0 9 7 – 0 10 0 – 0 10
grpc-google-iam-v1 28,666,808 5.19/10 10 – 0 10 10 0 10 5 – 1 9 10 – 0 9
fastapi 28,231,736 5.19/10 10 – 0 4 10 0 10 10 10 0 0 10 – 0 10
nbformat 23,994,483 5.19/10 10 3 0 1 10 10 10 10 – 0 0 10 0 0 10
argon2-cffi-bindings 18,095,585 5.19/10 10 – 0 0 10 0 10 4 – 0 10 10 – 10 10
dbt-core 6,617,017 5.19/10 10 – 0 10 10 0 10 10 – 0 8 9 0 0 6
lazy-loader 6,216,763 5.19/10 10 0 0 4 10 0 10 10 10 0 0 10 – 0 10
ddsketch 4,856,445 5.19/10 10 5 0 6 10 0 9 10 10 0 0 0 – 0 10
certbot 3,139,164 5.19/10 10 – 0 10 10 0 9 10 – 0 0 10 1 0 10
google-cloud-pubsublite 2,061,395 5.19/10 10 – 0 10 10 0 10 7 – 1 6 10 – 0 9
certbot-dns-cloudflare 1,097,113 5.19/10 10 – 0 10 10 0 9 10 – 0 0 10 1 0 10
numpydoc 531,820 5.19/10 10 – 0 5 10 0 9 10 10 0 0 9 – 0 10
acme 458,745 5.19/10 10 – 0 10 10 0 9 10 – 0 0 10 1 0 10
django-hijack 172,623 5.19/10 10 0 0 5 10 0 10 10 – 1 9 10 – 0 9
django-pipeline 147,456 5.19/10 10 – 0 8 10 0 10 6 10 0 0 10 – 0 10
schemachange 139,292 5.19/10 10 – 0 10 10 0 10 10 10 1 0 0 – 0 10
certbot-dns-route53 121,755 5.19/10 10 – 0 10 10 0 9 10 – 0 0 10 1 0 10
certbot-nginx 104,008 5.19/10 10 – 0 10 10 0 9 10 – 0 0 10 1 0 10
certbot-apache 83,893 5.19/10 10 – 0 10 10 0 9 10 – 0 0 10 1 0 10
pulp-glue 72,379 5.19/10 10 – 0 4 10 0 10 10 – 0 10 10 – 0 10
snowflake-connector-python 48,013,569 5.16/10 10 1 0 10 10 0 10 10 – 0 0 9 – 0 10
google-cloud-bigquery 38,909,839 5.16/10 10 – 0 10 – 10 10 10 – 7 5 10 – – 9
jedi 33,691,304 5.16/10 9 0 0 5 10 10 9 10 – 0 0 10 – 0 10
zope-interface 21,609,657 5.16/10 10 – 0 4 10 0 9 10 10 0 0 10 – 0 10
google-cloud-logging 11,415,370 5.16/10 10 – 0 10 – 10 10 10 – 5 7 10 – – 9
omegaconf 9,075,328 5.16/10 9 – 0 5 10 0 10 8 – 0 9 0 – 9 10
seqio 1,972,586 5.16/10 10 – 0 4 10 0 10 9 10 0 1 10 – 0 10
fakeredis 1,949,937 5.16/10 10 – 5 0 10 0 10 10 10 0 3 10 – 0 10
django-stubs 947,744 5.16/10 10 0 0 8 10 0 10 10 – 0 0 0 – 9 10
django-stubs-ext 921,049 5.16/10 10 0 0 8 10 0 10 10 – 0 0 0 – 9 10
python-miio 831,642 5.16/10 10 – 2 4 10 0 10 10 10 0 10 0 – 0 9
seqio-nightly 427,237 5.16/10 10 – 0 4 10 0 10 9 10 0 1 10 – 0 10
bayesian-optimization 427,210 5.16/10 10 – 0 8 10 0 10 10 – 0 0 0 – 9 10
django-rq 328,515 5.16/10 10 0 0 7 10 0 10 10 – 0 0 0 – 10 10
importlib-resources 77,304,894 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
scikit-learn 62,470,305 5.14/10 10 – 0 10 – 10 10 10 – – 10 10 – – 10
keyring 50,527,693 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
jaraco-classes 45,817,561 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
starlette 23,881,002 5.14/10 10 – 0 10 10 0 10 10 – 0 0 10 – 0 10
openai 20,113,535 5.14/10 10 – 0 10 10 0 10 10 – 0 0 10 – 0 10
jaraco-functools 12,088,532 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
jaraco-context 11,773,014 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
langsmith 7,055,066 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
lightgbm 7,046,707 5.14/10 10 – 0 10 10 0 10 10 – 0 0 10 0 0 10
inflect 5,149,787 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
aws-xray-sdk 4,184,893 5.14/10 10 – 0 10 10 0 10 10 – 0 0 10 – 0 10
kazoo 2,352,971 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
backports-functools-lru-cache 2,154,649 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
singledispatch 2,022,148 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
cssutils 1,729,143 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
path 1,308,011 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
hubspot-api-client 930,241 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
tempora 901,024 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
jaraco-text 844,233 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
jaraco-collections 829,589 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
keyrings-alt 627,308 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
path-py 340,729 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
elementary-data 309,607 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
chiapos 285,287 5.14/10 10 – 0 10 10 0 10 4 10 0 9 0 – 0 10
lm-eval 270,603 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
kopf 254,171 5.14/10 10 – 0 4 10 0 10 4 10 0 9 9 – 0 10
pythainlp 215,121 5.14/10 9 0 2 1 10 0 10 10 10 0 10 4 – 0 10
cartopy 210,177 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
qiskit-aer 141,612 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 0 0 10
numpyro 126,552 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
kedro-datasets 120,810 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
ops 109,858 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
dbt-trino 94,227 5.14/10 10 – 0 10 10 0 10 10 – 0 10 0 – 0 10
nc-time-axis 80,137 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
nvitop 66,361 5.14/10 10 – 0 0 10 0 10 10 10 0 0 0 – 10 10
kedro-telemetry 59,663 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
dirhash 57,336 5.14/10 10 0 0 2 10 0 10 10 10 0 0 0 8 0 10
cocotb 55,565 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
fonttools 45,525,026 5.11/10 10 – 0 3 10 0 10 10 10 0 0 10 – 0 10
dulwich 31,724,797 5.11/10 10 – 2 3 10 10 9 10 10 0 0 10 – 0 3
argcomplete 26,327,277 5.11/10 10 0 0 3 10 10 10 10 – 0 0 10 0 0 10
jupyterlab-server 20,160,748 5.11/10 10 – 0 3 10 0 10 10 – 0 10 10 0 0 10
pytest-mock 14,552,362 5.11/10 10 – 0 3 10 0 10 10 10 0 0 10 0 0 10
optuna 1,991,915 5.11/10 10 – 0 10 10 0 9 10 10 0 0 0 – 0 10
aws-lambda-builders 931,570 5.11/10 10 – 0 10 10 0 10 10 – 0 10 10 – 0 3
datamodel-code-generator 703,507 5.11/10 10 – 0 6 10 0 10 10 10 0 10 0 – 0 7
glances 271,544 5.11/10 10 0 2 0 10 0 9 10 10 0 10 4 – 0 10
cloudformation-cli-python-plugin 264,155 5.11/10 10 – 0 10 10 0 10 3 10 0 0 10 – 0 10
pulumi-aws 212,975 5.11/10 10 – 0 6 10 0 10 10 10 0 0 10 0 0 7
clvm-tools 113,536 5.11/10 10 – 0 10 10 0 10 5 10 0 7 0 – 0 10
snakemake 111,754 5.11/10 10 – 0 3 10 0 10 10 10 0 10 0 – 0 10
pyangbind 107,990 5.11/10 10 – 0 10 10 0 9 10 10 0 0 0 – 0 10
edk2-pytool-library 79,363 5.11/10 10 – 0 10 10 0 9 10 – 0 10 0 – 0 10
edk2-pytool-extensions 77,450 5.11/10 10 – 0 10 10 0 9 10 – 0 10 0 – 0 10
libpysal 71,286 5.11/10 10 – 0 10 10 0 9 10 10 0 0 0 – 0 10
pymysql 45,098,170 5.08/10 10 – 0 1 10 10 10 5 – 0 10 10 – 0 10
pyzmq 30,543,660 5.08/10 10 – 0 0 10 10 10 10 10 0 0 4 – 0 10
opencensus 10,727,824 5.08/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 9
opencensus-context 10,685,612 5.08/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 9
opencensus-ext-azure 10,114,185 5.08/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 9
opencensus-ext-logging 2,850,097 5.08/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 9
docker-compose 1,826,147 5.08/10 10 – 0 10 10 0 10 10 – 0 9 0 0 0 10
rq 1,282,112 5.08/10 10 0 0 3 10 0 9 10 10 0 10 0 – 0 10
opencensus-ext-requests 1,114,333 5.08/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 9
opencensus-ext-threading 706,977 5.08/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 9
opencensus-ext-postgresql 667,164 5.08/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 9
opencensus-ext-httplib 653,183 5.08/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 9
fastai 383,978 5.08/10 10 0 0 6 10 0 10 10 – 0 0 0 – 10 10
crowdstrike-falconpy 270,899 5.08/10 10 – 0 6 10 0 9 10 – 0 10 10 – 0 7
opencensus-ext-flask 176,712 5.08/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 9
aiojobs 148,288 5.08/10 10 – 0 3 10 0 9 10 – 0 10 10 0 0 10
jupyterhub 140,805 5.08/10 10 – 0 8 10 0 9 10 10 0 0 10 – 0 5
opencensus-ext-stackdriver 126,641 5.08/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 9
opencensus-ext-sqlalchemy 62,111 5.08/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 9
cdlib 53,435 5.08/10 10 0 0 0 10 0 10 10 10 0 10 4 – 0 10
jupyterlab 18,340,660 5.05/10 10 – 2 8 10 0 9 10 – 0 10 10 0 0 4
typing 8,354,184 5.05/10 10 – 0 6 10 0 9 10 – 0 0 0 – 10 10
flax 3,590,457 5.05/10 10 – 0 10 10 0 10 10 – 0 6 10 – 0 5
cookiecutter 3,433,178 5.05/10 10 – 0 9 10 0 10 10 10 0 0 0 – 0 10
stripe 2,804,953 5.05/10 10 – 0 9 10 0 10 10 – 0 0 10 – 0 10
sqlfluff 1,532,658 5.05/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 9
python-arango 1,509,952 5.05/10 10 – 0 9 10 0 10 10 – 0 10 0 – 0 10
itemloaders 1,129,896 5.05/10 10 0 0 9 10 0 10 10 10 0 0 0 – 0 10
sqlfluff-templater-dbt 716,685 5.05/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 9
dask-ml 314,208 5.05/10 10 0 0 6 10 0 10 7 10 0 0 9 – 0 10
parsl 300,027 5.05/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 9
sphinx-autoapi 201,046 5.05/10 10 0 0 1 10 0 10 10 10 0 0 0 8 0 10
pdoc 180,031 5.05/10 10 – 0 4 10 0 9 10 – 3 0 0 – 10 10
django-rest-knox 156,619 5.05/10 10 0 0 9 10 0 10 10 – 0 0 10 – 0 10
coincurve 148,753 5.05/10 10 – 0 9 10 0 10 10 10 0 0 0 – 0 10
nbqa 130,413 5.05/10 10 0 0 1 10 0 10 10 10 0 0 0 8 0 10
plexapi 126,462 5.05/10 10 0 0 3 10 0 10 10 10 0 9 0 – 0 10
djangosaml2 108,587 5.05/10 10 0 0 10 10 0 10 9 10 0 0 0 – 0 10
ibm-watson 94,097 5.05/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 9
treq 82,412 5.05/10 10 – 0 10 10 0 9 10 – 0 0 9 0 0 10
onepasswordconnectsdk 66,003 5.05/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 9
stix2-validator 64,096 5.05/10 10 – 0 9 10 0 10 10 – 0 10 0 – 0 10
dask-kubernetes 56,296 5.05/10 10 – 0 3 10 0 10 10 10 0 0 9 – 0 10
pyyaml 278,690,289 5.03/10 10 – 0 2 10 10 10 10 – 0 0 10 – 0 10
psutil 96,096,310 5.03/10 10 0 0 2 10 10 10 10 – 0 0 10 – 0 10
marshmallow 42,728,740 5.03/10 10 – 0 2 10 0 10 10 10 0 0 10 – 0 10
future 35,806,413 5.03/10 10 0 0 2 10 10 10 10 – 0 0 10 – 0 10
playwright 2,792,478 5.03/10 10 – 0 8 10 0 10 10 – 1 0 10 – 0 10
branca 1,146,219 5.03/10 10 – 0 8 10 0 10 10 10 1 0 0 – 0 10
github3-py 646,625 5.03/10 10 – 0 8 10 0 10 10 – 1 10 0 – 0 10
python-fsutil 558,894 5.03/10 10 – 0 0 10 0 10 10 10 0 10 3 – 0 10
numcodecs 531,869 5.03/10 10 – 0 5 10 0 10 7 10 0 10 0 – 0 10
restrictedpython 527,639 5.03/10 10 – 0 3 10 0 9 10 – 0 9 10 – 0 10
pycognito 247,178 5.03/10 10 – 0 8 10 0 10 10 10 1 0 0 – 0 10
jsonnet 228,367 5.03/10 10 0 0 2 10 10 10 10 – 0 0 10 0 0 10
globus-sdk 185,111 5.03/10 10 – 0 6 10 0 10 10 10 4 0 0 – 0 10
pywatchman 118,643 5.03/10 10 – 0 6 10 10 10 10 10 0 0 9 0 0 0
prometheus-async 85,479 5.03/10 10 – 0 0 10 0 10 2 10 0 0 10 – 10 10
django-smart-selects 70,538 5.03/10 10 0 0 2 10 0 10 10 10 0 0 10 – 0 10
bentoml 57,109 5.03/10 8 – 0 8 10 0 10 10 10 0 9 10 – 0 0
pyxattr 53,754 5.03/10 10 – 2 0 10 0 10 0 – 0 0 10 8 10 10
google-auth 123,256,267 5.00/10 10 – 0 10 – 10 10 10 – 4 5 10 – – 9
yamllint 5,837,650 5.00/10 10 – 0 5 10 0 10 10 – 0 0 0 – 10 10
yapf 4,224,399 5.00/10 10 – 0 8 10 0 10 5 – 4 4 10 – 0 10
py7zr 1,500,423 5.00/10 6 – 0 3 10 0 10 6 10 0 10 10 – 0 10
mediapipe 1,048,816 5.00/10 9 0 0 10 10 0 10 10 – 0 0 0 – 10 6
kedro 472,244 5.00/10 10 – 5 10 10 0 10 10 10 0 0 10 – 0 0
google-cloud-dns 268,740 5.00/10 10 – 0 10 10 0 10 4 – 1 7 10 – 0 9
monai 154,670 5.00/10 10 – 2 10 10 0 10 10 10 0 7 0 – 0 3
delta-sharing 150,863 5.00/10 10 – 0 8 10 0 10 9 – 0 0 0 8 0 10
google-cloud-runtimeconfig 75,104 5.00/10 10 – 0 10 10 0 10 4 – 1 7 10 – 0 9
aleph-alpha-client 60,285 5.00/10 10 – 0 3 10 0 10 8 10 1 10 0 – 0 10
pymongo 25,687,295 4.97/10 10 – 0 8 10 0 10 10 10 0 0 0 – 0 10
uvicorn 22,773,780 4.97/10 10 – 0 8 10 0 10 10 – 0 0 10 – 0 10
h5py 20,978,427 4.97/10 10 – 0 8 10 10 10 10 – 0 0 0 0 0 10
pytest-xdist 16,353,651 4.97/10 10 – 0 8 10 0 10 10 10 0 0 0 0 0 10
jira 8,329,628 4.97/10 10 – 0 8 10 0 10 10 10 0 0 0 – 0 10
geopandas 6,402,882 4.97/10 10 – 0 8 10 0 10 10 10 0 0 0 0 0 10
locust 1,436,288 4.97/10 10 – 0 0 10 0 10 10 10 0 0 3 – 10 6
molecule 911,111 4.97/10 10 – 0 8 10 0 10 10 10 0 0 0 – 0 10
pymc3 873,946 4.97/10 10 – 0 9 10 0 9 10 10 2 0 9 – 0 2
pydata-sphinx-theme 755,030 4.97/10 10 0 0 8 10 0 10 10 10 0 0 0 – 0 10
python-benedict 556,830 4.97/10 10 – 0 0 10 0 10 10 10 0 9 3 – 0 10
pytest-localserver 517,566 4.97/10 10 – 0 8 10 0 10 10 10 0 0 0 – 0 10
pre-commit-hooks 256,397 4.97/10 10 – 0 8 10 0 10 10 – – 0 10 – 0 10
fairlearn 243,234 4.97/10 10 – 0 10 10 0 10 9 10 0 0 0 – 0 9
pvlib 225,871 4.97/10 10 – 0 8 10 0 10 10 10 0 0 0 – 0 10
pymc 200,006 4.97/10 10 – 0 9 10 0 9 10 10 2 0 9 – 0 2
datetimerange 134,130 4.97/10 10 – 0 0 10 0 10 10 10 0 0 0 8 0 10
meilisearch 125,912 4.97/10 10 – 0 8 10 0 10 10 – 0 0 10 – 0 10
edx-braze-client 82,851 4.97/10 10 – 0 9 10 0 10 3 10 0 0 9 – 0 10
spglib 81,422 4.97/10 10 – 0 8 10 0 10 10 10 0 0 0 – 0 10
espnet 70,426 4.97/10 10 – 0 8 10 0 10 10 10 0 0 0 – 0 10
lastversion 64,396 4.97/10 10 – 0 0 10 0 10 10 10 2 10 0 – 0 10
pyjwt 143,024,930 4.95/10 10 – 0 6 10 10 10 5 10 0 0 0 – 0 10
virtualenv 113,386,441 4.95/10 4 – 0 7 10 0 10 10 10 0 0 10 – 0 10
rapidfuzz 40,710,008 4.95/10 10 – 0 1 10 0 10 10 10 0 0 10 – 0 10
loguru 24,805,915 4.95/10 10 – 0 1 10 0 10 10 – 0 10 10 – 0 10
xlsxwriter 17,923,509 4.95/10 10 0 0 1 10 10 10 10 – 0 10 0 – 0 10
djangorestframework 8,284,975 4.95/10 10 – 0 8 10 0 9 10 – 0 0 10 – 0 10
apispec 6,647,704 4.95/10 10 – 0 1 10 0 10 10 10 0 0 10 – 0 10
cbor2 1,394,616 4.95/10 10 0 0 1 10 10 10 10 10 0 0 0 – 0 10
django-import-export 1,064,914 4.95/10 10 0 0 1 10 0 10 10 10 0 0 10 – 0 10
torch-model-archiver 605,625 4.95/10 7 – 0 10 10 0 10 10 – 0 7 10 0 0 6
torchtext 602,621 4.95/10 10 – 0 9 10 0 10 10 – 0 8 0 – 0 10
apprise 530,728 4.95/10 10 – 0 1 10 0 10 10 – 0 10 10 0 0 10
std-uritemplate 460,226 4.95/10 10 – 0 7 10 0 10 10 10 1 0 0 – 0 10
django-ratelimit 452,254 4.95/10 10 – 0 6 10 0 9 0 10 0 8 10 – 0 10
jsonargparse 328,931 4.95/10 10 – 0 1 10 0 10 10 – 0 10 10 – 0 10
xsdata 268,248 4.95/10 10 – 0 1 10 0 10 10 10 0 10 0 – 0 10
ntc-templates 224,331 4.95/10 10 – 0 9 10 0 9 10 10 0 0 0 0 0 9
shillelagh 217,124 4.95/10 10 – 0 1 10 0 10 10 10 0 10 0 – 0 10
duo-client 149,853 4.95/10 10 – 0 10 10 0 9 8 – 0 0 10 – 0 10
flair 138,906 4.95/10 10 – 0 10 10 0 9 10 – 0 0 10 – 0 8
amazon-textract-caller 86,479 4.95/10 10 – 0 1 10 0 10 10 10 0 0 10 – 0 10
jupyter-sphinx 65,469 4.95/10 10 3 0 2 10 0 10 6 10 0 0 10 – 0 10
python-docs-theme 55,884 4.95/10 10 – 0 8 10 0 9 10 10 0 0 0 – 0 10
frozenlist 90,105,635 4.92/10 10 – 0 0 10 0 10 1 10 0 10 10 3 0 10
msgpack 62,692,138 4.92/10 10 0 0 1 10 10 9 10 – 0 0 10 – 0 10
pycryptodomex 33,268,062 4.92/10 10 0 0 1 10 10 9 2 – 0 10 0 8 0 10
pycryptodome 27,839,520 4.92/10 10 0 0 1 10 10 9 2 – 0 10 0 8 0 10
channels 1,179,446 4.92/10 10 – 0 8 10 0 10 10 – 0 0 9 – 0 10
pillow-heif 534,711 4.92/10 10 – 2 0 10 0 10 10 10 0 0 10 – 0 10
commitizen 326,991 4.92/10 10 8 0 6 10 0 10 10 – 0 0 0 – 0 10
amundsen-common 127,866 4.92/10 10 – 2 10 10 0 10 10 10 0 0 10 – 0 0
django-hosts 122,291 4.92/10 10 – 0 9 10 0 9 2 10 0 0 10 – 0 10
amundsen-databuilder 115,444 4.92/10 10 – 2 10 10 0 10 10 10 0 0 10 – 0 0
aiodocker 97,628 4.92/10 10 – 0 1 10 0 9 10 10 0 0 10 – 0 10
qbittorrent-api 78,286 4.92/10 10 – 2 0 10 0 10 10 10 0 10 0 0 0 10
rasa-sdk 73,030 4.92/10 10 – 0 10 10 0 10 10 10 5 0 0 – 0 4
stream-zip 68,690 4.92/10 10 – 0 0 10 0 10 10 10 1 0 10 – 0 10
awesomeversion 56,141 4.92/10 10 – 0 0 10 0 10 10 10 1 10 0 – 0 10
fsspec 244,136,821 4.89/10 10 0 0 7 10 10 10 10 – 0 0 0 – 0 10
google-cloud-storage 66,526,387 4.89/10 10 – 0 10 – 10 10 10 – 7 0 10 – – 9
setuptools-scm 26,182,137 4.89/10 10 – 0 7 10 0 10 10 10 0 0 0 – 0 10
sphinx 12,270,011 4.89/10 10 – 0 4 10 0 9 10 – 0 0 0 – 10 10
sphinxcontrib-serializinghtml 8,876,990 4.89/10 10 0 0 4 10 0 9 10 – 0 0 0 – 10 10
sphinxcontrib-htmlhelp 8,613,196 4.89/10 10 0 0 4 10 0 9 10 – 0 0 0 – 10 10
sphinxcontrib-applehelp 8,562,421 4.89/10 10 0 0 4 10 0 9 10 – 0 0 0 – 10 10
sphinxcontrib-qthelp 8,561,057 4.89/10 10 0 0 4 10 0 9 10 – 0 0 0 – 10 10
sphinxcontrib-devhelp 8,560,755 4.89/10 10 0 0 4 10 0 9 10 – 0 0 0 – 10 10
awscrt 4,992,993 4.89/10 10 – 0 9 10 0 10 8 – 0 0 10 – 0 10
torchmetrics 4,595,383 4.89/10 10 – 0 7 10 0 10 10 10 0 0 0 0 0 10
mkdocs 2,922,325 4.89/10 10 – 0 7 10 0 10 10 10 0 0 0 – 0 10
pep517 2,459,538 4.89/10 10 – 0 7 10 0 10 10 10 0 0 0 – 0 10
itemadapter 1,132,510 4.89/10 10 0 0 7 10 0 10 10 10 0 0 0 – 0 10
tensorflow-model-optimization 824,358 4.89/10 10 – 0 7 10 0 10 10 – 0 1 9 – 0 10
sphinxcontrib-websupport 546,345 4.89/10 10 0 0 4 10 0 9 10 – 0 0 0 – 10 10
exchange-calendars 440,884 4.89/10 10 0 0 7 10 0 10 10 10 0 0 0 – 0 10
dvc-render 394,911 4.89/10 10 – 0 7 10 0 10 10 10 0 0 0 – 0 10
pyfunceble 316,775 4.89/10 10 – 0 0 10 0 10 10 10 0 0 0 8 0 9
scmrepo 304,372 4.89/10 10 – 0 7 10 0 10 10 10 0 0 0 – 0 10
emcee 148,102 4.89/10 10 0 0 8 10 0 10 9 10 0 0 0 – 0 10
awscurl 146,515 4.89/10 10 – 0 1 10 0 10 10 10 0 9 0 – 0 10
pyfunceble-dev 121,626 4.89/10 10 – 0 0 10 0 10 10 10 0 0 0 8 0 9
python-nomad 111,298 4.89/10 10 – 0 10 10 0 10 7 10 0 0 0 0 0 10
pygitguardian 87,576 4.89/10 10 – 0 8 10 0 10 9 10 0 0 0 – 0 10
pyperf 69,626 4.89/10 10 – 0 7 10 0 10 10 10 0 0 0 – 0 10
biocommons-seqrepo 64,230 4.89/10 10 – 0 3 10 0 10 10 10 0 6 0 – 0 10
frappe-bench 63,784 4.89/10 10 – 0 3 10 0 10 10 10 0 6 0 0 0 10
pennylane 59,170 4.89/10 10 – 0 10 10 0 10 10 10 0 0 0 0 0 7
sqlalchemy 103,738,374 4.86/10 10 – 0 0 10 10 10 10 – 0 0 10 0 0 10
aiosignal 89,327,672 4.86/10 10 – 0 – 10 0 10 10 – 0 10 10 0 0 10
cachecontrol 36,082,266 4.86/10 10 0 0 7 10 0 9 2 10 0 0 0 8 0 10
transformers 25,044,488 4.86/10 10 – 0 10 10 0 10 10 10 0 0 10 – 0 0
websockets 23,591,474 4.86/10 10 0 0 0 10 10 10 10 – 0 0 10 – 0 10
typer 20,712,700 4.86/10 10 – 0 3 10 0 10 10 10 0 0 10 – 0 7
responses 16,364,634 4.86/10 10 0 0 5 10 0 10 5 – 0 10 10 0 0 10
marshmallow-sqlalchemy 4,298,540 4.86/10 10 – 0 0 10 0 10 10 10 0 0 10 – 0 10
autopep8 3,841,406 4.86/10 10 – 0 0 10 10 10 10 – 0 10 0 – 0 10
array-record 2,557,500 4.86/10 10 0 0 6 10 0 10 8 – 0 4 10 – 0 10
django-environ 2,173,397 4.86/10 10 – 0 10 10 0 10 0 – 0 10 10 0 0 10
typer-slim 1,793,222 4.86/10 10 – 0 3 10 0 10 10 10 0 0 10 – 0 7
typer-cli 1,790,651 4.86/10 10 – 0 3 10 0 10 10 10 0 0 10 – 0 7
license-expression 1,503,851 4.86/10 10 – 0 10 10 0 9 7 10 0 0 0 0 0 10
django-celery-beat 1,363,848 4.86/10 10 – 0 9 10 0 9 8 – 0 10 0 – 0 10
pikepdf 1,326,302 4.86/10 10 – 0 0 10 0 10 10 10 0 10 0 0 0 10
py-serializable 1,282,030 4.86/10 10 – 0 0 10 0 10 10 10 0 0 10 0 0 10
cvxpy 962,151 4.86/10 10 – 0 10 10 0 10 10 – 0 5 0 – 0 10
textblob 947,234 4.86/10 10 – 0 0 10 0 10 10 10 0 0 10 0 0 10
bottleneck 901,610 4.86/10 10 – 0 4 10 10 10 6 10 0 0 0 – 0 10
pytest-socket 732,156 4.86/10 10 – 0 0 10 0 10 10 – 0 10 10 – 0 10
strawberry-graphql 654,975 4.86/10 10 – 0 3 10 0 10 10 – 0 10 10 0 0 7
setuptools-git-versioning 651,050 4.86/10 10 – 0 0 10 0 10 10 10 0 10 0 0 0 10
asyncstdlib 509,333 4.86/10 10 – 0 0 10 0 10 10 10 0 10 0 – 0 10
aiocache 417,220 4.86/10 10 – 0 – 10 0 10 10 – 0 10 10 0 0 10
pyngrok 329,446 4.86/10 10 – 0 0 10 0 10 10 – 0 10 10 – 0 10
cloudformation-cli 274,805 4.86/10 10 – 0 10 10 0 10 2 10 0 0 10 – 0 8
sorl-thumbnail 268,825 4.86/10 10 – 0 10 10 0 10 0 10 0 0 10 – 0 10
cloudformation-cli-java-plugin 264,103 4.86/10 10 – 0 10 10 0 10 0 10 0 0 10 – 0 10
itables 200,095 4.86/10 10 – 0 0 10 0 10 10 10 0 10 0 – 0 10
aiohttp-jinja2 186,774 4.86/10 10 – 0 – 10 0 10 10 – 0 10 10 0 0 10
wikipedia-api 155,550 4.86/10 10 – 0 0 10 0 10 10 10 0 10 0 – 0 10
libtmux 151,482 4.86/10 10 – 0 0 10 0 10 10 10 0 10 0 – 0 10
hahomematic 131,935 4.86/10 10 0 0 0 10 0 10 10 10 0 10 0 – 0 10
python-statemachine 130,656 4.86/10 10 0 0 0 10 0 10 10 10 0 10 0 0 0 10
zconfig 81,424 4.86/10 10 – 0 3 10 0 9 10 – 0 6 10 – 0 10
astroquery 76,923 4.86/10 10 0 0 8 10 0 10 10 – 1 7 0 – 0 10
nncf 75,209 4.86/10 10 – 0 10 10 10 10 10 – 0 0 10 – 0 0
aiomcache 74,398 4.86/10 10 – 0 0 10 0 10 10 – 0 10 10 0 0 10
djangorestframework-jsonapi 65,060 4.86/10 10 – 0 10 10 0 10 10 – 0 10 10 – 0 0
googleapis-common-protos 128,140,608 4.84/10 10 – 0 10 – 10 10 6 – 6 6 10 – – 9
regex 51,469,451 4.84/10 10 0 0 0 10 10 9 10 10 0 0 0 – 0 10
absl-py 25,308,162 4.84/10 10 – 0 5 10 10 10 0 – 0 2 0 – 10 10
apache-airflow 23,558,633 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-common-sql 13,434,612 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-http 7,080,118 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-snowflake 6,567,999 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-google 5,944,215 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-databricks 5,741,181 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-ssh 5,657,952 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-amazon 4,683,600 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-mysql 4,613,020 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-ftp 4,232,513 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-sqlite 4,096,470 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-imap 3,903,960 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-common-io 3,210,644 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-smtp 3,109,145 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-cncf-kubernetes 2,626,369 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-slack 2,597,663 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
multimethod 2,589,279 4.84/10 10 – 0 0 10 0 9 10 10 0 10 0 – 0 10
apache-airflow-providers-fab 2,538,321 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-postgres 1,976,028 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
uritools 1,762,952 4.84/10 10 0 0 0 10 0 10 3 – 5 0 10 – 10 10
apache-airflow-providers-microsoft-mssql 1,063,664 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-sftp 961,024 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-jdbc 741,320 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
pytest-aiohttp 646,310 4.84/10 10 0 0 5 10 0 10 0 10 0 7 10 0 0 10
apache-airflow-providers-celery 584,118 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-dbt-cloud 577,253 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-microsoft-azure 550,596 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-odbc 466,245 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-mongo 398,524 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-docker 374,788 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-salesforce 332,852 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-oracle 331,563 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-pagerduty 309,548 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-tableau 286,215 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-datadog 264,402 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
mobly 255,251 4.84/10 10 – 0 10 10 0 10 5 – 0 2 10 – 0 10
apache-airflow-providers-jenkins 245,372 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-atlassian-jira 236,930 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
localstack-core 236,806 4.84/10 9 – 0 10 10 0 9 10 10 1 0 0 – 0 7
django-recaptcha 232,225 4.84/10 10 – 0 3 10 0 10 0 10 0 10 10 0 0 10
webexteamssdk 215,699 4.84/10 10 0 0 6 10 0 10 10 – 0 0 0 – 9 8
localstack 210,563 4.84/10 9 – 0 10 10 0 9 10 10 1 0 0 – 0 7
apache-airflow-providers-redis 208,455 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
localstack-ext 201,911 4.84/10 9 – 0 10 10 0 9 10 10 1 0 0 – 0 7
apache-airflow-providers-openlineage 184,621 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-airbyte 169,608 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
persistent 169,585 4.84/10 10 – 0 3 10 0 9 7 10 0 0 10 – 0 10
apache-airflow-providers-apache-beam 167,958 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-apache-spark 165,718 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-papermill 165,708 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
rudder-sdk-python 160,038 4.84/10 10 – 0 7 10 0 9 7 – 0 4 10 – 0 10
apache-airflow-providers-sendgrid 151,893 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-jira 134,021 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
vt-py 126,297 4.84/10 10 – 0 8 10 0 10 5 10 0 5 0 – 0 10
apache-airflow-providers-apache-druid 122,980 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-apache-hive 120,150 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-opsgenie 116,488 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-github 111,479 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-elasticsearch 109,084 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-hashicorp 96,933 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-apache-kafka 90,677 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
tssplit 89,109 4.84/10 10 0 0 0 10 0 10 5 10 2 0 0 – 10 10
apache-airflow-backport-providers-amazon 88,578 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
pulumi-docker 79,451 4.84/10 10 – 0 4 10 0 9 10 10 0 0 10 0 0 6
apache-airflow-providers-apache-livy 70,862 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-grpc 68,165 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-cloudant 63,492 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-asana 61,368 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-presto 57,964 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-trino 55,853 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
docker 36,197,363 4.81/10 10 – 0 8 10 0 10 8 10 0 0 0 0 0 10
progressbar2 26,482,582 4.81/10 10 0 0 0 10 0 10 10 – 0 7 0 8 0 10
shapely 21,893,581 4.81/10 10 0 0 6 10 0 10 10 10 0 0 0 0 0 10
tox 13,230,097 4.81/10 10 – 0 6 10 0 10 10 10 0 0 0 – 0 10
pytest-asyncio 9,399,159 4.81/10 10 – 0 6 10 0 10 10 10 0 0 0 0 0 10
gspread 9,178,966 4.81/10 10 0 0 6 10 0 10 10 10 0 0 0 0 0 10
datasets 8,809,356 4.81/10 10 – 0 6 10 0 10 10 – 0 0 10 – 0 10
jax 5,854,716 4.81/10 10 – 0 5 10 0 10 10 – 3 0 10 – 0 9
qtpy 4,263,842 4.81/10 10 – 0 6 10 0 10 10 – 0 0 10 – 0 10
h3 3,762,183 4.81/10 10 0 0 6 10 0 10 10 10 0 0 0 – 0 10
jaxlib 3,453,959 4.81/10 10 – 0 5 10 0 10 10 – 3 0 10 – 0 9
msgspec 2,717,531 4.81/10 10 0 0 1 10 0 10 9 10 0 0 9 – 0 10
netcdf4 2,411,995 4.81/10 10 0 0 6 10 0 10 10 – 0 0 10 – 0 10
html2text 1,446,007 4.81/10 10 – 0 6 10 10 10 10 – 0 0 0 – 0 10
papermill 1,312,695 4.81/10 10 – 0 8 10 0 10 9 – 0 10 0 – 0 9
queuelib 1,248,994 4.81/10 10 0 0 7 10 0 10 9 10 0 0 0 – 0 10
pytest-playwright 1,176,411 4.81/10 10 – 0 6 10 0 10 10 – 0 0 10 – 0 10
modin 1,076,645 4.81/10 10 – 0 10 10 0 10 10 – 0 10 0 – 0 6
pytest-subtests 836,408 4.81/10 10 0 0 6 10 0 10 10 10 0 0 0 – 0 10
dotnetcore2 656,134 4.81/10 10 – 0 6 10 0 10 10 – 0 0 10 – 0 10
gymnasium 527,259 4.81/10 10 – 0 6 10 0 10 10 10 0 0 0 – 0 10
pythonnet 513,927 4.81/10 10 – 0 6 10 0 10 10 10 0 0 0 0 0 10
shandy-sqlfmt 403,764 4.81/10 10 – 0 0 10 0 10 10 10 0 9 0 0 0 10
cantools 401,787 4.81/10 10 0 0 10 10 0 10 6 10 0 0 0 – 0 10
pymongo-auth-aws 361,694 4.81/10 10 5 0 8 10 0 10 3 10 0 0 0 – 0 10
docker-py 334,395 4.81/10 10 – 0 8 10 0 10 8 10 0 0 0 0 0 10
holoviews 324,326 4.81/10 10 – 0 6 10 0 10 10 10 0 0 0 – 0 10
rapidyaml 174,255 4.81/10 10 0 0 0 10 0 10 10 10 0 9 0 0 0 10
anndata 158,367 4.81/10 10 3 0 3 10 0 10 10 10 0 0 0 – 0 10
schemathesis 111,731 4.81/10 10 0 0 0 10 0 10 10 10 0 9 0 – 0 10
unleashclient 109,748 4.81/10 10 – 0 7 10 0 10 9 – 0 10 0 – 0 10
pyrtcm 102,871 4.81/10 10 – 0 6 10 0 10 10 – 0 0 10 – 0 10
dbt-synapse 84,209 4.81/10 10 – 0 6 10 0 10 10 – 0 0 10 – 0 10
fireblocks-sdk 79,005 4.81/10 10 – 0 6 10 0 10 10 10 0 0 0 – 0 10
ncnn 53,827 4.81/10 10 0 0 1 10 0 9 10 10 0 8 0 0 0 10
flake8 23,338,341 4.78/10 10 – 0 6 10 0 9 10 – 0 0 10 – 0 10
hvac 15,171,765 4.78/10 10 – 0 6 10 0 10 10 10 1 3 0 0 0 7
langchain-core 12,766,095 4.78/10 10 3 0 6 10 0 10 10 10 0 0 10 – 0 0
mlflow 11,523,729 4.78/10 10 – 0 9 10 0 10 10 10 – 0 10 – 0 0
langchain-community 10,246,810 4.78/10 10 3 0 6 10 0 10 10 10 0 0 10 – 0 0
langchain 7,563,687 4.78/10 10 3 0 6 10 0 10 10 10 0 0 10 – 0 0
moto 7,053,793 4.78/10 10 0 0 4 10 0 10 10 10 0 7 0 0 0 7
polars 5,731,171 4.78/10 9 – 0 7 10 0 9 10 10 0 0 0 0 0 10
mlflow-skinny 4,286,568 4.78/10 10 – 0 9 10 0 10 10 10 – 0 10 – 0 0
langchain-text-splitters 3,995,975 4.78/10 10 3 0 6 10 0 10 10 10 0 0 10 – 0 0
etils 3,059,648 4.78/10 10 0 0 5 10 0 10 10 – 0 1 10 – 0 10
langchain-openai 1,480,418 4.78/10 10 3 0 6 10 0 10 10 10 0 0 10 – 0 0
auth0-python 724,484 4.78/10 10 – 0 10 0 0 10 10 10 1 10 10 – 0 5
langchain-experimental 385,472 4.78/10 10 3 0 6 10 0 10 10 10 0 0 10 – 0 0
django-tinymce 282,701 4.78/10 10 0 0 4 10 0 10 5 10 0 0 10 – 0 10
django-configurations 182,064 4.78/10 10 – 0 9 10 0 10 0 10 0 0 10 – 0 10
django-money 174,634 4.78/10 10 – 0 6 10 0 9 10 10 0 0 0 – 0 10
saspy 135,654 4.78/10 0 0 5 0 10 0 9 10 – 0 8 10 – 9 10
ggshield 111,048 4.78/10 10 – 0 9 10 0 10 10 10 0 0 10 0 0 0
langchain-anthropic 100,382 4.78/10 10 3 0 6 10 0 10 10 10 0 0 10 – 0 0
yubikey-manager 93,622 4.78/10 10 – 0 0 10 0 10 10 – 0 8 0 8 0 9
qiskit-ibm-runtime 93,179 4.78/10 10 – 0 7 10 0 10 10 10 0 0 10 – 0 2
polars-lts-cpu 73,655 4.78/10 9 – 0 7 10 0 9 10 10 0 0 0 0 0 10
langchain-pinecone 66,892 4.78/10 10 3 0 6 10 0 10 10 10 0 0 10 – 0 0
dice-ml 56,421 4.78/10 10 0 0 3 10 0 10 6 10 0 10 0 – 0 10
pint-pandas 55,162 4.78/10 10 0 0 6 10 0 9 10 10 0 0 0 – 0 10
bcrypt 55,182,671 4.76/10 10 – 0 10 10 0 10 10 – 3 0 0 – 0 10
kafka-python 12,477,688 4.76/10 10 0 0 5 10 0 10 5 10 0 8 0 – 0 10
pymdown-extensions 2,777,614 4.76/10 10 – 0 0 10 0 9 10 10 0 0 10 – 0 9
acryl-datahub 1,155,173 4.76/10 3 – 0 9 10 0 10 10 10 0 10 10 – 0 0

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