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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 8, 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 8.43/10 10 – 5 6 10 10 10 10 10 9 10 10 8 9 10
tuf 168,485 8.00/10 10 – 10 10 10 0 10 10 10 4 10 10 6 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 7.49/10 10 – 0 3 10 10 10 10 10 0 7 10 8 10 10
twine 5,594,496 7.11/10 7 – 0 10 10 0 10 10 10 1 10 0 10 10 10
in-toto 114,969 7.11/10 10 – 10 8 10 0 9 10 10 4 0 10 4 10 10
google-re2 5,051,801 7.03/10 10 0 0 10 10 10 10 10 10 0 0 10 0 10 10
numpy 245,757,478 7.00/10 10 – 0 10 10 10 9 10 – 3 8 9 0 10 10
charset-normalizer 366,614,072 6.97/10 10 – 0 0 10 10 10 10 10 4 10 10 – 10 10
pillow 88,756,600 6.97/10 10 0 2 9 10 10 9 10 10 0 0 10 – 10 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 6.92/10 10 – 0 5 10 10 9 10 10 0 9 10 8 0 10
sentencepiece 21,271,891 6.89/10 10 0 0 1 10 10 10 10 – 8 7 10 4 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
tables 946,121 6.78/10 10 0 0 10 10 10 10 10 – 7 0 10 0 10 9
botocore 590,878,309 6.73/10 10 – 0 1 10 10 10 10 – 8 10 10 – 10 10
yt-dlp 2,117,975 6.70/10 10 – 0 6 10 0 9 10 10 0 10 0 8 9 10
cryptography 238,100,238 6.68/10 10 – 0 10 10 10 9 10 – 4 0 10 – 10 10
pycep-parser 881,377 6.59/10 10 – 0 0 10 0 10 10 10 7 10 10 – 10 10
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
trufflehog 104,623 6.51/10 9 – 0 10 10 0 10 10 10 0 9 9 8 0 8
tbb 789,125 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 0 10 10
keras 17,360,919 6.46/10 10 – 0 4 10 10 10 10 10 0 0 10 – 9 10
pydot 5,410,381 6.46/10 10 – 0 7 10 0 10 10 – 7 7 10 – 10 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
pyarrow 110,373,831 6.43/10 10 – 0 7 10 10 10 10 10 1 0 10 – 10 5
keras-nlp 158,508 6.43/10 10 – 0 9 10 0 10 10 10 1 1 10 – 9 10
certifi 380,252,882 6.41/10 10 3 0 3 10 0 9 10 10 5 0 10 – 10 10
coverage 75,326,827 6.41/10 10 – 5 0 10 10 10 10 – 1 10 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
google-cloud-secret-manager 21,367,318 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-appengine-logging 14,222,116 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-resource-manager 13,712,096 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-vision 7,141,269 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-kms 6,902,952 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-dataproc 6,892,521 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-dlp 6,672,815 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-monitoring 6,669,880 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-tasks 6,133,869 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-datacatalog 5,909,841 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-container 5,807,828 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-language 5,663,451 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-videointelligence 5,640,208 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-bigquery-datatransfer 5,586,958 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-build 5,508,193 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-workflows 5,299,585 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-redis 5,270,433 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-automl 5,242,808 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-os-login 5,059,068 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-translate 4,942,309 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-memcache 4,909,291 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-dataplex 4,745,668 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-speech 4,547,370 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-texttospeech 4,415,577 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-dataproc-metastore 4,408,832 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-orchestration-airflow 4,381,443 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-compute 4,357,636 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud 4,313,871 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-dataform 4,043,776 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-dataflow-client 2,495,335 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-run 1,787,111 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-recommendations-ai 1,774,530 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-storage-transfer 1,763,311 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-batch 1,746,132 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-trace 709,348 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-analytics-data 683,031 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-discoveryengine 660,730 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-iam 536,514 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-ai-generativelanguage 493,849 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-os-config 387,306 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-common 316,992 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-filestore 316,127 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-certificate-manager 295,260 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-documentai 281,240 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-scheduler 247,246 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-artifact-registry 233,182 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-private-ca 224,449 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-asset 160,690 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-analytics-admin 148,091 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-billing 140,659 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-appengine-admin 127,323 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-recaptcha-enterprise 124,186 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-functions 117,131 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-dialogflow-cx 115,576 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-retail 115,375 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
google-cloud-notebooks 112,040 6.38/10 10 – 0 10 10 0 10 10 – 0 8 10 – 10 10
tcolorpy 865,622 6.32/10 10 – 0 0 10 0 10 10 10 0 10 0 8 10 10
jinja2 148,784,907 6.30/10 10 – 0 0 10 10 10 10 10 4 0 9 9 0 10
flask 87,877,316 6.30/10 10 – 0 1 10 10 10 10 10 4 0 9 10 0 8
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
jsii 2,370,821 6.24/10 10 – 0 10 10 0 10 10 10 0 0 10 8 0 9
pem 413,615 6.24/10 10 – 5 0 10 10 10 2 10 0 10 10 – 10 10
boto3 1,305,707,299 6.22/10 10 – 0 0 10 0 10 10 – 10 10 10 – 10 10
google-api-core 231,557,488 6.22/10 10 – 0 10 10 10 10 10 – 1 9 10 – 0 10
gitpython 54,695,902 6.22/10 10 0 0 10 10 10 10 10 – 0 10 10 – 0 10
google-cloud-pubsub 21,956,508 6.22/10 10 – 0 10 10 10 10 10 – 1 9 10 – 0 10
pytenable 504,558 6.22/10 10 – 0 10 10 0 10 10 10 0 10 10 – 0 10
msgraph-sdk 416,428 6.22/10 10 – 0 10 10 0 10 10 10 0 10 10 – 0 10
aiosmtpd 186,574 6.22/10 10 – 0 2 10 0 10 10 10 0 10 10 8 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
werkzeug 89,108,677 6.16/10 10 – 0 4 10 0 10 10 10 4 0 9 10 0 10
google-cloud-firestore 10,833,530 6.16/10 10 – 0 10 10 10 10 10 – 1 8 10 – 0 10
mne 107,276 6.16/10 10 – 7 7 10 0 10 10 10 0 10 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
tensorflow-io-gcs-filesystem 12,530,606 6.11/10 10 – 0 0 10 0 10 10 10 5 3 10 – 10 10
tensorflow-io 3,233,214 6.11/10 10 – 0 0 10 0 10 10 10 5 3 10 – 10 10
ansible-lint 1,635,737 6.11/10 10 – 5 7 10 0 10 10 10 0 10 10 – 0 10
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
elastic-apm 839,478 6.08/10 10 5 0 10 10 0 10 10 10 0 0 10 – 0 10
google-cloud-bigquery-storage 17,450,444 6.05/10 10 – 0 10 10 10 10 10 – 1 6 10 – 0 10
pathvalidate 2,327,435 6.05/10 10 6 0 0 10 0 10 10 10 0 8 0 – 10 10
pymatgen 506,154 6.05/10 9 – 0 6 10 0 9 10 10 0 0 10 – 10 10
rich 50,121,375 6.03/10 10 – 0 9 10 10 10 10 – 2 9 10 – 0 8
defusedxml 37,744,582 6.03/10 10 0 0 0 10 10 9 0 10 0 0 10 8 10 10
functions-framework 3,119,515 6.03/10 10 – 0 10 10 0 10 1 10 5 10 0 – 10 10
redis 32,995,813 6.00/10 10 – 0 10 10 10 10 10 10 0 9 0 – 0 8
gvm-tools 419,777 6.00/10 10 – 0 6 10 0 10 10 10 0 10 0 8 0 10
pyvista 197,601 6.00/10 10 – 0 10 10 0 10 10 10 0 6 10 0 0 10
metaflow 191,962 6.00/10 10 – 0 7 10 0 10 10 10 2 10 10 – 0 9
pycparser 206,502,136 5.97/10 10 0 0 4 10 10 9 10 – 0 0 10 – 10 10
poetry-core 54,581,108 5.97/10 8 8 0 10 10 0 10 10 – 10 8 0 0 0 9
onnx 5,221,891 5.97/10 10 – 5 10 10 0 10 10 – 3 10 10 0 0 10
bokeh 4,801,220 5.97/10 10 – 0 9 10 0 10 10 10 0 7 10 – 0 10
firebase-admin 2,820,901 5.95/10 10 – 0 10 10 0 10 8 10 0 8 10 0 0 10
codespell 739,160 5.95/10 10 – 0 10 10 0 10 10 10 0 0 0 – 10 10
scikit-learn-intelex 131,828 5.95/10 10 – 0 10 10 0 10 10 – 0 0 10 – 10 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
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
google-cloud-error-reporting 533,398 5.92/10 10 – 0 10 10 10 10 7 – 1 8 10 – 0 10
nibabel 460,946 5.92/10 10 – 0 10 10 0 9 10 10 0 0 0 – 10 10
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
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
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
pydantic 166,076,930 5.89/10 10 – 0 10 10 10 10 10 10 0 0 10 – 0 6
gunicorn 33,496,424 5.89/10 10 – 0 7 10 10 9 6 – 0 0 10 0 10 10
black 28,909,959 5.89/10 10 – 0 6 10 10 10 10 10 0 0 10 0 0 10
chia-rs 287,786 5.89/10 8 – 0 10 10 10 10 10 10 0 10 0 – 0 8
msal 58,922,970 5.86/10 10 – 2 6 10 10 9 10 10 0 9 0 – 0 10
ecdsa 9,375,297 5.86/10 10 0 0 6 10 10 9 10 – 0 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
prometheus-client 31,479,977 5.84/10 10 0 0 8 10 0 10 10 – 2 0 9 – 10 10
sanic 712,182 5.84/10 10 – 0 6 10 0 10 10 10 0 10 9 – 0 10
praw 181,695 5.84/10 10 – 0 5 10 0 10 9 10 2 10 10 – 0 10
pyxattr 53,754 5.84/10 10 – 2 0 10 0 10 10 – 0 0 10 8 10 10
pyautogen 150,436 5.81/10 10 – 0 10 10 0 10 10 10 0 7 10 – 0 7
pytest 106,208,704 5.78/10 10 – 0 9 10 0 10 10 10 0 0 0 0 9 10
yarl 95,217,340 5.78/10 10 – 0 0 10 10 10 5 10 0 10 10 3 0 10
google-api-python-client 41,727,029 5.78/10 10 – 0 10 10 10 10 10 – 2 0 10 – 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
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
pyparsing 106,293,967 5.76/10 10 – 0 1 10 10 10 10 – 0 0 10 0 10 10
lxml 81,516,778 5.76/10 10 – 0 0 10 10 9 10 – 2 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
immutabledict 3,220,540 5.76/10 10 – 0 3 10 0 10 10 10 0 10 0 – 8 10
sqlalchemy-hana 326,361 5.76/10 10 – 0 5 10 0 10 10 10 0 9 10 0 0 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
keras-tuner 284,128 5.73/10 10 0 0 1 10 0 10 5 10 0 7 10 – 10 10
cdk-nag 6,077,080 5.70/10 10 – 0 10 10 0 10 10 – 0 0 10 – 7 10
motor 1,364,290 5.70/10 10 8 0 9 10 0 10 10 10 0 0 0 – 0 10
typing-extensions 376,904,659 5.68/10 10 0 0 7 10 10 9 10 – 0 0 0 – 10 10
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
google-cloud-spanner 6,708,133 5.68/10 10 – 0 10 10 0 10 10 – 4 6 10 – 0 10
python-gitlab 5,840,357 5.68/10 10 – 0 10 10 0 10 10 10 0 0 10 0 0 10
cog 3,660,863 5.68/10 10 – 0 10 10 0 10 10 10 0 10 0 0 0 10
tablib 1,767,495 5.68/10 10 – 0 10 10 0 10 10 10 0 0 10 – 0 10
onnxconverter-common 1,174,678 5.68/10 10 – 0 1 10 0 10 10 – 0 10 10 0 9 10
cloud-sql-python-connector 1,087,553 5.68/10 10 – 5 10 0 0 10 10 – 6 8 10 – 10 9
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
aiocache 417,220 5.68/10 10 – 0 10 10 0 10 10 – 0 10 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 0 10
mpi4py 214,041 5.68/10 10 – 0 0 10 0 10 10 10 0 10 0 0 10 10
asdf-astropy 65,388 5.68/10 10 – 0 8 10 0 10 10 – 8 0 0 – 10 10
environ-config 53,113 5.68/10 10 – 0 0 10 0 10 10 10 0 0 10 – 10 10
filelock 127,925,055 5.65/10 10 – 0 10 10 0 9 10 10 0 0 10 – 0 10
ddtrace 5,720,579 5.65/10 10 – 0 10 10 10 9 10 10 0 9 0 – 0 4
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
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
dbt-duckdb 92,027 5.65/10 10 – 0 5 10 0 10 10 10 0 5 0 8 0 10
pluggy 118,111,480 5.62/10 10 0 0 10 10 0 10 10 10 0 0 9 – 0 10
pygments 88,425,419 5.62/10 10 0 0 6 10 10 10 10 – 0 0 0 – 10 10
google-cloud-core 58,954,249 5.62/10 10 – 0 10 10 10 10 4 – 1 7 10 – 0 10
xgboost 18,534,201 5.62/10 10 – 0 8 10 0 10 10 10 2 0 10 0 0 10
django 13,727,332 5.62/10 10 – 0 10 10 10 10 10 – 0 0 9 – 0 10
aws-sam-translator 12,795,847 5.62/10 10 – 0 10 10 0 10 10 – 0 9 10 – 0 10
chiapos 285,287 5.62/10 10 – 0 10 10 0 10 10 10 0 9 0 – 0 10
aqtinstall 150,951 5.62/10 10 0 0 4 10 0 10 10 10 0 8 10 0 0 10
ax-platform 85,148 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
httpx 51,728,430 5.59/10 10 – 0 9 10 10 10 10 – 0 0 10 – 0 10
azure-kusto-data 3,690,398 5.59/10 10 – 0 3 10 0 10 10 10 0 9 10 0 0 10
azure-kusto-ingest 2,592,855 5.59/10 10 – 0 3 10 0 10 10 10 0 9 10 0 0 10
scrapy 1,339,351 5.59/10 10 0 0 9 10 0 10 10 10 0 0 10 – 0 10
neptune-client 537,945 5.59/10 10 – 0 10 10 0 10 10 10 0 0 10 – 0 9
dvc 379,526 5.59/10 10 3 0 6 10 0 10 10 10 0 10 0 – 0 10
chiavdf 289,179 5.59/10 10 – 0 9 10 0 10 10 10 0 10 0 0 0 10
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
protoc-gen-validate 88,315 5.59/10 10 – 0 10 10 10 10 9 10 0 0 0 0 0 10
constantly 3,476,605 5.57/10 10 – 0 7 10 0 9 2 10 1 0 9 – 10 10
ml-wrappers 141,792 5.57/10 10 – 0 9 10 0 10 3 10 0 10 10 – 0 10
meson 1,572,902 5.54/10 10 – 0 7 10 0 10 10 – 0 10 0 8 0 10
mediapipe 1,048,816 5.54/10 9 0 0 10 10 0 10 10 – 0 0 10 – 10 6
ecs-logging 840,347 5.54/10 10 5 0 8 10 0 10 2 – 0 0 10 – 10 10
edx-name-affirmation 74,990 5.54/10 10 – 0 10 10 0 10 9 10 0 0 9 – 0 10
importlib-metadata 203,612,663 5.51/10 8 0 0 0 10 10 10 10 – 0 0 10 – 10 10
grpcio 88,232,810 5.51/10 8 – 5 9 10 10 10 10 – 0 0 9 – 10 0
grpcio-tools 42,092,787 5.51/10 8 – 5 9 10 10 10 10 – 0 0 9 – 10 0
opensearch-py 26,371,892 5.51/10 10 – 0 10 10 0 10 10 10 0 0 10 0 0 8
argon2-cffi-bindings 18,095,585 5.51/10 10 – 0 0 10 0 10 8 – 0 10 10 – 10 10
pandas-gbq 12,336,011 5.51/10 10 – 0 10 10 0 10 10 – 1 6 10 0 0 10
google-cloud-bigtable 6,438,842 5.51/10 10 – 0 10 10 0 10 10 – 1 6 10 – 0 10
geoip2 5,426,562 5.51/10 10 6 0 10 10 0 10 2 10 0 10 0 – 0 10
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
memray 538,136 5.51/10 10 – 0 10 10 0 10 10 10 0 0 10 – 0 8
google-cloud-org-policy 366,152 5.51/10 10 – 0 10 10 0 10 8 – 1 9 10 – 0 10
datetimerange 134,130 5.51/10 10 0 0 0 10 0 10 10 10 0 10 0 8 0 10
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
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
dnspython 34,392,072 5.46/10 10 – 0 1 10 10 9 10 – 0 10 10 0 0 10
db-dtypes 15,541,338 5.46/10 10 – 0 10 10 0 10 10 – 0 6 10 – 0 10
constructs 4,161,027 5.46/10 10 – 0 10 10 0 10 10 – 0 0 10 – 4 10
folium 1,047,532 5.46/10 10 – 0 9 10 0 10 10 10 1 2 9 – 0 7
pyhanko-certvalidator 666,179 5.46/10 10 – 0 0 10 0 10 5 10 0 0 0 10 9 10
cdk-ecr-deployment 56,757 5.46/10 10 – 0 10 10 0 10 10 – 0 0 10 0 5 9
setuptools 364,075,347 5.43/10 0 0 0 7 10 10 10 10 – 0 0 10 – 10 10
google-auth-oauthlib 48,804,336 5.43/10 10 – 0 10 10 10 10 3 – 1 5 10 – 0 10
elasticsearch-dsl 4,108,850 5.43/10 10 5 0 8 10 0 10 10 – 1 0 10 – 0 10
streamlit 3,458,982 5.43/10 9 – 0 10 10 0 10 10 10 2 10 10 – 0 0
djangorestframework-simplejwt 2,014,735 5.43/10 10 – 0 10 10 0 10 7 10 0 0 10 – 0 10
sphinx-autodoc-typehints 1,595,830 5.43/10 10 – 0 7 10 0 10 10 10 0 0 10 – 0 10
django-model-utils 1,400,337 5.43/10 10 0 0 7 10 0 10 10 10 0 0 10 – 0 10
pulumi 871,858 5.43/10 9 – 0 10 10 10 10 10 – 0 0 10 8 0 0
scylla-driver 358,939 5.43/10 10 – 0 7 10 0 10 10 10 0 0 10 – 0 10
towncrier 292,918 5.43/10 10 – 0 8 10 0 10 9 10 1 0 9 – 0 10
securesystemslib 235,957 5.43/10 10 – 0 10 10 0 10 10 10 3 0 10 4 0 1
google-events 137,921 5.43/10 10 – 0 10 10 0 10 4 – 1 3 10 – 8 9
blspy 79,173 5.43/10 10 – 0 10 10 0 10 7 10 0 10 0 – 0 10
datadog-checks-base 79,061 5.43/10 7 5 0 10 10 0 10 10 10 0 7 0 0 0 7
s3transfer 321,589,010 5.41/10 10 – 0 4 10 0 10 6 – 10 10 10 – 0 10
jsonschema 108,486,614 5.41/10 10 – 0 0 10 10 10 10 10 0 0 10 0 0 10
proto-plus 75,894,756 5.41/10 10 – 0 10 10 10 10 2 – 1 6 10 – 0 10
astroid 19,252,924 5.41/10 10 – 0 8 10 0 10 10 – 0 9 9 – 0 10
arviz 2,098,708 5.41/10 10 – 0 6 10 0 10 10 – 0 0 9 – 10 8
cheroot 1,442,119 5.41/10 10 – 2 0 10 0 10 10 10 0 0 10 6 0 10
python-hcl2 926,298 5.41/10 10 – 0 9 10 0 10 9 10 0 8 0 – 0 10
msgraph-core 711,153 5.41/10 10 – 0 – 10 0 10 10 10 0 10 10 – 0 10
djangorestframework-stubs 577,228 5.41/10 10 0 0 10 10 0 10 10 – 0 0 0 – 10 10
blackduck 417,428 5.41/10 10 – 0 5 10 0 10 10 – 0 9 0 – 9 10
interpret-community 142,199 5.41/10 10 – 0 10 10 0 10 0 10 0 10 10 – 0 10
cwl-utils 107,903 5.41/10 10 – 0 0 10 0 10 10 10 0 10 10 – 0 10
wheel 423,675,463 5.38/10 10 0 0 3 10 10 10 10 10 0 5 0 – 0 10
sqlparse 44,349,629 5.38/10 10 0 0 1 10 10 10 10 – 0 8 10 – 0 10
dask 7,284,931 5.38/10 10 0 0 7 10 10 10 10 – 0 0 9 – 0 10
aiokafka 929,193 5.38/10 10 0 0 1 10 0 10 10 10 0 8 10 – 0 10
biopython 752,151 5.38/10 10 – 0 4 10 0 9 10 – 0 0 9 – 10 10
rope 688,435 5.38/10 9 – 0 0 10 0 10 10 10 1 10 10 0 0 10
jupytext 521,672 5.38/10 10 – 0 3 10 0 10 10 10 0 9 0 – 9 5
datadog-lambda 459,248 5.38/10 10 5 0 10 10 0 10 10 – 0 10 0 0 0 8
kopf 254,171 5.38/10 10 – 0 4 10 0 10 7 10 0 9 9 – 0 10
google-resumable-media 57,374,413 5.35/10 10 – 0 10 10 10 10 2 – 1 5 10 – 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
freezegun 8,887,076 5.35/10 10 0 0 6 10 0 10 10 10 0 0 10 0 0 10
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
pymemcache 1,476,819 5.35/10 10 – 0 10 10 0 10 8 – 0 8 9 0 0 10
dirac 831,242 5.35/10 10 – 0 6 10 0 10 10 10 0 0 10 – 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
opentelemetry-exporter-prometheus 174,672 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
opentelemetry-test-utils 88,551 5.35/10 10 – 0 10 10 0 10 10 – 0 7 10 – 0 8
conda-pack 77,850 5.35/10 10 – 0 10 10 0 10 10 10 4 0 0 – 0 10
pulumi-kubernetes 72,387 5.35/10 10 – 0 9 10 0 10 10 10 0 0 10 0 0 7
pulp-glue 72,379 5.35/10 10 – 0 6 10 0 10 10 – 0 10 10 – 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
pymysql 45,098,170 5.32/10 10 – 0 1 10 10 10 8 – 0 10 10 – 0 10
triton 10,091,602 5.32/10 10 – 0 9 10 0 10 10 – 0 0 0 – 10 10
ujson 9,837,143 5.32/10 10 – 0 10 10 10 9 6 10 0 0 0 – 0 10
omegaconf 9,075,328 5.32/10 9 – 0 5 10 0 10 10 – 0 9 0 – 9 10
rdflib 2,953,885 5.32/10 10 – 2 7 10 0 10 10 10 1 0 0 0 8 6
django-redis 2,523,773 5.32/10 10 0 0 6 10 0 9 10 10 0 0 10 – 0 10
py7zr 1,500,423 5.32/10 6 – 0 3 10 0 10 10 10 0 10 10 – 0 10
django-stubs 947,744 5.32/10 10 0 0 10 10 0 10 10 – 0 0 0 – 9 10
django-stubs-ext 921,049 5.32/10 10 0 0 10 10 0 10 10 – 0 0 0 – 9 10
truststore 714,275 5.32/10 10 – 2 9 10 0 10 4 10 3 0 10 0 0 10
adjusttext 262,383 5.32/10 10 0 0 1 10 0 10 10 10 2 0 0 – 10 10
urlextract 254,190 5.32/10 10 – 0 1 10 10 10 10 10 0 7 0 – 0 10
raiutils 131,242 5.32/10 10 – 0 9 10 0 10 10 10 0 10 10 – 0 0
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
flask-sqlalchemy 6,406,463 5.30/10 10 – 0 5 10 0 10 7 10 6 0 9 – 0 10
google-cloud-datastore 2,969,123 5.30/10 10 – 0 10 10 0 10 6 – 1 8 10 – 0 10
artifacts-keyring 977,945 5.30/10 10 – 0 8 10 0 10 5 – 0 0 10 – 9 10
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
stellar-sdk 81,202 5.30/10 10 – 0 0 10 0 10 10 10 0 9 9 – 0 10
rubicon-objc 53,503 5.30/10 10 – 0 5 10 0 9 10 10 1 0 10 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
cachecontrol 36,082,266 5.27/10 10 0 0 7 10 0 9 7 10 0 0 0 8 0 10
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
grpc-google-iam-v1 28,666,808 5.27/10 10 – 0 10 10 0 10 5 – 1 9 10 – 0 10
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
google-cloud-pubsublite 2,061,395 5.27/10 10 – 0 10 10 0 10 7 – 1 6 10 – 0 10
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
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
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
prometheus-async 85,479 5.27/10 10 – 0 0 10 0 10 5 10 0 0 10 – 10 10
neomodel 67,927 5.27/10 10 – 0 5 10 0 10 10 10 1 9 0 0 0 10
google-cloud-bigquery 38,909,839 5.24/10 10 – 0 10 – 10 10 10 – 7 5 10 – – 10
google-cloud-logging 11,415,370 5.24/10 10 – 0 10 – 10 10 10 – 5 7 10 – – 10
python-telegram-bot 1,082,626 5.24/10 10 – 2 4 10 0 10 10 – 0 8 0 8 0 10
django-oauth-toolkit 684,635 5.24/10 10 – 0 10 10 0 9 5 10 0 0 10 – 0 10
pact-python 270,813 5.24/10 10 4 0 0 10 0 10 10 10 4 7 0 0 0 10
jupyterhub 140,805 5.24/10 10 – 0 9 10 0 9 10 10 0 0 10 – 0 6
blurb 68,829 5.24/10 10 – 0 8 10 0 10 10 – 0 0 0 – 10 10
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
bidict 1,901,374 5.22/10 10 – 5 0 10 0 10 10 10 5 0 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
nbformat 23,994,483 5.19/10 10 3 0 1 10 10 10 10 – 0 0 10 0 0 10
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
cyclonedx-python-lib 1,526,302 5.19/10 10 – 5 3 10 0 10 10 10 0 0 9 0 0 10
webargs 1,405,717 5.19/10 10 – 0 4 10 0 10 10 10 0 0 10 – 0 10
yamale 1,231,980 5.19/10 10 – 0 6 10 0 10 10 – 0 7 10 – 0 10
certbot-dns-cloudflare 1,097,113 5.19/10 10 – 0 10 10 0 9 10 – 0 0 10 1 0 10
datamodel-code-generator 703,507 5.19/10 10 – 0 6 10 0 10 10 10 0 10 0 – 0 8
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
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
snowflake-connector-python 48,013,569 5.16/10 10 1 0 10 10 0 10 10 – 0 0 9 – 0 10
zope-interface 21,609,657 5.16/10 10 – 0 4 10 0 9 10 10 0 0 10 – 0 10
yapf 4,224,399 5.16/10 10 – 0 8 10 0 10 7 – 4 4 10 – 0 10
python-miio 831,642 5.16/10 10 – 2 4 10 0 10 10 10 0 10 0 – 0 9
bayesian-optimization 427,210 5.16/10 10 – 0 8 10 0 10 10 – 0 0 0 0 9 10
fastai 383,978 5.16/10 10 0 0 7 10 0 10 10 – 0 0 0 – 10 10
google-cloud-dns 268,740 5.16/10 10 – 0 10 10 0 10 5 – 1 7 10 – 0 10
google-cloud-runtimeconfig 75,104 5.16/10 10 – 0 10 10 0 10 5 – 1 7 10 – 0 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 0 – 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
sagemaker 27,190,494 5.14/10 5 – 0 7 10 0 10 10 – 0 0 10 – 10 8
starlette 23,881,002 5.14/10 10 – 0 10 10 0 10 10 – 0 0 10 – 0 10
uvicorn 22,773,780 5.14/10 10 – 0 10 10 0 10 10 – 0 0 10 – 0 10
jupyterlab 18,340,660 5.14/10 10 – 2 9 10 0 9 10 – 0 10 10 0 0 4
pytest-xdist 16,353,651 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 0 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
typing 8,354,184 5.14/10 10 – 0 7 10 0 9 10 – 0 0 0 – 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
pipx 6,349,916 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 0 0 10
inflect 5,149,787 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 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
lm-eval 270,603 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 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
plexapi 126,462 5.14/10 10 0 0 4 10 0 10 10 10 0 9 0 – 0 10
meilisearch 125,912 5.14/10 10 – 0 10 10 0 10 10 – 0 0 10 – 0 10
kedro-datasets 120,810 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 0 0 10
ops 109,858 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 0 0 10
dbt-synapse 84,209 5.14/10 10 – 0 10 10 0 10 10 – 0 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
espnet 70,426 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
kedro-telemetry 59,663 5.14/10 10 – 0 10 10 0 10 10 10 0 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
dask-kubernetes 56,296 5.14/10 10 – 0 4 10 0 10 10 10 0 0 9 – 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
fastapi 28,231,736 5.11/10 10 – 0 3 10 0 10 10 10 0 0 10 – 0 10
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
fiona 6,112,978 5.11/10 10 – 0 0 10 0 10 10 – 1 0 10 – 10 9
datadog-api-client 5,477,082 5.11/10 10 5 0 – 10 0 10 10 10 0 7 0 – 0 10
playwright 2,792,478 5.11/10 10 – 0 9 10 0 10 10 – 1 0 10 – 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
strawberry-graphql 654,975 5.11/10 10 – 0 3 10 0 10 10 – 0 10 10 0 0 10
h2o 331,764 5.11/10 8 – 0 5 10 0 10 10 – 0 10 10 – 0 10
glances 271,544 5.11/10 10 0 2 0 10 0 9 10 10 0 10 4 0 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 8 10 0 10 10 10 0 0 10 0 0 5
django-pipeline 147,456 5.11/10 10 – 0 8 10 0 10 5 10 0 0 10 – 0 10
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 0 10
jupyter-sphinx 65,469 5.11/10 10 3 0 2 10 0 10 8 10 0 0 10 – 0 10
google-auth 123,256,267 5.08/10 10 – 0 10 – 10 10 10 – 4 5 10 – – 10
frozenlist 90,105,635 5.08/10 10 – 0 0 10 0 10 3 10 0 10 10 3 0 10
pyzmq 30,543,660 5.08/10 10 – 0 0 10 10 10 10 10 0 0 4 0 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
pytest-django 2,880,347 5.08/10 10 – 0 3 10 0 9 6 10 1 0 0 – 10 10
opencensus-ext-logging 2,850,097 5.08/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 9
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
django-rq 328,515 5.08/10 10 0 0 7 10 0 10 10 – 0 0 0 – 10 9
crowdstrike-falconpy 270,899 5.08/10 10 – 0 6 10 0 9 10 – 0 10 10 – 0 7
mobly 255,251 5.08/10 10 – 0 10 10 0 10 8 – 0 2 10 – 0 10
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
flask-debugtoolbar 146,066 5.08/10 10 – 0 10 10 0 10 10 – 0 0 9 – 0 10
opencensus-ext-stackdriver 126,641 5.08/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 9
vt-py 126,297 5.08/10 10 – 0 8 10 0 10 8 10 0 5 0 – 0 10
opencensus-ext-sqlalchemy 62,111 5.08/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 9
ipython 37,105,339 5.05/10 10 – 0 3 10 10 10 10 – 0 0 9 0 0 10
pymongo 25,687,295 5.05/10 10 – 0 9 10 0 10 10 10 0 0 0 – 0 10
awscrt 4,992,993 5.05/10 10 – 0 9 10 0 10 10 – 0 0 10 – 0 10
cookiecutter 3,433,178 5.05/10 10 – 0 9 10 0 10 10 10 0 0 0 – 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
locust 1,436,288 5.05/10 10 – 0 1 10 0 10 10 10 0 0 3 – 10 6
pymc3 873,946 5.05/10 10 – 0 10 10 0 9 10 10 2 0 9 – 0 2
pydata-sphinx-theme 755,030 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
fairlearn 243,234 5.05/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 9
pvlib 225,871 5.05/10 10 – 0 9 10 0 10 10 10 0 0 0 – 0 10
pythainlp 215,121 5.05/10 9 0 2 0 10 0 10 10 10 0 10 4 – 0 10
sphinx-autoapi 201,046 5.05/10 10 0 0 1 10 0 10 10 10 0 0 0 8 0 10
pymc 200,006 5.05/10 10 – 0 10 10 0 9 10 10 2 0 9 – 0 2
doc-warden 194,179 5.05/10 10 – 0 9 10 0 10 10 – 0 0 10 0 10 0
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
ibm-watson 94,097 5.05/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 9
django-registration 80,232 5.05/10 10 0 0 1 10 0 10 4 – 6 0 10 – 10 10
nvitop 66,361 5.05/10 10 – 0 0 10 0 10 9 10 0 0 0 – 10 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
psutil 96,096,310 5.03/10 10 0 0 2 10 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
cfn-lint 8,656,586 5.03/10 10 – 0 2 10 0 10 10 10 0 0 10 – 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
cloudformation-cli-java-plugin 264,103 5.03/10 10 – 0 10 10 0 10 2 10 0 0 10 – 0 10
jsonnet 228,367 5.03/10 10 0 0 2 10 10 10 10 – 0 0 10 0 0 10
ntc-templates 224,331 5.03/10 10 – 0 9 10 0 9 10 10 0 0 0 0 0 10
duo-client 149,853 5.03/10 10 – 0 10 10 0 9 9 – 0 0 10 – 0 10
flair 138,906 5.03/10 10 – 0 10 10 0 9 10 – 0 0 10 – 0 9
astroquery 76,923 5.03/10 10 0 0 10 10 0 10 10 – 1 7 0 – 0 10
django-smart-selects 70,538 5.03/10 10 0 0 2 10 0 10 10 10 0 0 10 – 0 10
msgpack 62,692,138 5.00/10 10 0 0 3 10 10 9 10 – 0 0 10 – 0 9
jedi 33,691,304 5.00/10 9 0 0 3 10 10 9 10 – 0 0 10 – 0 10
absl-py 25,308,162 5.00/10 10 – 0 5 10 10 10 2 – 0 2 0 – 10 10
yamllint 5,837,650 5.00/10 10 – 0 5 10 0 10 10 – 0 0 0 – 10 10
seqio 1,972,586 5.00/10 10 – 0 3 10 0 10 8 10 0 1 10 – 0 10
fakeredis 1,949,937 5.00/10 10 – 5 0 10 0 10 10 10 0 0 10 – 0 10
docker-compose 1,826,147 5.00/10 10 – 0 10 10 0 10 10 – 0 9 0 0 0 9
papermill 1,312,695 5.00/10 10 – 0 9 10 0 10 10 – 0 9 0 – 0 10
rq 1,282,112 5.00/10 10 0 0 2 10 0 9 10 10 0 10 0 – 0 10
kedro 472,244 5.00/10 10 – 5 10 10 0 10 10 10 0 0 10 – 0 0
seqio-nightly 427,237 5.00/10 10 – 0 3 10 0 10 8 10 0 1 10 – 0 10
syrupy 310,492 5.00/10 10 – 0 6 10 0 10 10 – 0 8 10 – 0 7
azure-iot-device 197,120 5.00/10 10 – 0 7 10 0 10 10 – 0 2 10 0 0 10
monai 154,670 5.00/10 10 – 2 10 10 0 10 10 10 0 7 0 – 0 3
zodbpickle 84,356 5.00/10 10 – 0 2 10 0 9 10 10 0 0 10 – 0 10
rasa-sdk 73,030 5.00/10 10 – 0 10 10 0 10 10 10 5 0 0 – 0 5
google-cloud-storage 66,526,387 4.97/10 10 – 0 10 – 10 10 10 – 7 0 10 – – 10
h5py 20,978,427 4.97/10 10 – 0 8 10 10 10 10 – 0 0 0 0 0 10
sphinx 12,270,011 4.97/10 10 – 0 5 10 0 9 10 – 0 0 0 – 10 10
sphinxcontrib-serializinghtml 8,876,990 4.97/10 10 0 0 5 10 0 9 10 – 0 0 0 – 10 10
sphinxcontrib-htmlhelp 8,613,196 4.97/10 10 0 0 5 10 0 9 10 – 0 0 0 – 10 10
sphinxcontrib-applehelp 8,562,421 4.97/10 10 0 0 5 10 0 9 10 – 0 0 0 – 10 10
sphinxcontrib-qthelp 8,561,057 4.97/10 10 0 0 5 10 0 9 10 – 0 0 0 – 10 10
sphinxcontrib-devhelp 8,560,755 4.97/10 10 0 0 5 10 0 9 10 – 0 0 0 – 10 10
jira 8,329,628 4.97/10 10 – 0 8 10 0 10 10 10 0 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
pep517 2,459,538 4.97/10 10 – 0 10 10 0 10 8 10 0 0 0 – 0 10
molecule 911,111 4.97/10 10 – 0 8 10 0 10 10 10 0 0 0 – 0 10
pipelinewise-singer-python 736,050 4.97/10 10 8 0 10 10 0 10 0 – 0 0 10 – 0 10
python-fsutil 558,894 4.97/10 10 – 0 0 10 0 10 10 10 0 9 3 – 0 10
python-benedict 556,830 4.97/10 10 – 0 0 10 0 10 10 10 0 9 3 – 0 10
sphinxcontrib-websupport 546,345 4.97/10 10 0 0 5 10 0 9 10 – 0 0 0 – 10 10
scmrepo 304,372 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
pdoc 180,031 4.97/10 10 – 0 3 10 0 9 10 – 3 0 0 – 10 10
emcee 148,102 4.97/10 10 0 0 8 10 0 10 10 10 0 0 0 – 0 10
pyscard 100,789 4.97/10 10 – 0 0 10 0 10 10 – 0 10 0 8 0 10
pygitguardian 87,576 4.97/10 10 – 0 8 10 0 10 10 10 0 0 0 – 0 10
spglib 81,422 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
pennylane 59,170 4.97/10 10 – 0 10 10 0 10 10 10 0 0 0 0 0 8
sqlalchemy 103,738,374 4.95/10 10 – 0 1 10 10 10 10 – 0 0 10 0 0 10
marshmallow 42,728,740 4.95/10 10 – 0 1 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
responses 16,364,634 4.95/10 10 0 0 5 10 0 10 6 – 0 10 10 0 0 10
hvac 15,171,765 4.95/10 10 – 0 6 10 0 10 10 10 1 3 0 0 0 9
langchain-core 12,766,095 4.95/10 10 3 0 8 10 0 10 10 10 0 0 10 – 0 0
langchain-community 10,246,810 4.95/10 10 3 0 8 10 0 10 10 10 0 0 10 – 0 0
djangorestframework 8,284,975 4.95/10 10 – 0 8 10 0 9 10 – 0 0 10 – 0 10
langchain 7,563,687 4.95/10 10 3 0 8 10 0 10 10 10 0 0 10 – 0 0
apispec 6,647,704 4.95/10 10 – 0 1 10 0 10 10 10 0 0 10 – 0 10
langchain-text-splitters 3,995,975 4.95/10 10 3 0 8 10 0 10 10 10 0 0 10 – 0 0
license-expression 1,503,851 4.95/10 10 – 0 10 10 0 9 8 10 0 0 0 0 0 10
langchain-openai 1,480,418 4.95/10 10 3 0 8 10 0 10 10 10 0 0 10 – 0 0
cbor2 1,394,616 4.95/10 10 0 0 1 10 10 10 10 10 0 0 0 – 0 10
django-celery-beat 1,363,848 4.95/10 10 – 0 8 10 0 9 10 – 0 10 0 – 0 10
py-serializable 1,282,030 4.95/10 10 – 0 1 10 0 10 10 10 0 0 10 0 0 10
branca 1,146,219 4.95/10 10 – 0 7 10 0 10 10 10 1 0 0 – 0 10
textblob 947,234 4.95/10 10 – 0 1 10 0 10 10 10 0 0 10 0 0 10
github3-py 646,625 4.95/10 10 – 0 8 10 0 10 9 – 1 10 0 – 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
langchain-experimental 385,472 4.95/10 10 3 0 8 10 0 10 10 10 0 0 10 – 0 0
jsonargparse 328,931 4.95/10 10 – 0 1 10 0 10 10 – 0 10 10 – 0 10
django-tinymce 282,701 4.95/10 10 0 0 3 10 0 10 8 10 0 0 10 – 0 10
shillelagh 217,124 4.95/10 10 – 0 1 10 0 10 10 10 0 10 0 – 0 10
globus-sdk 185,111 4.95/10 10 – 0 5 10 0 10 10 10 4 0 0 – 0 10
rapidyaml 174,255 4.95/10 10 0 0 1 10 0 10 10 10 0 10 0 0 0 10
pymongocrypt 169,877 4.95/10 9 – 0 10 10 10 10 10 10 0 0 0 0 0 2
langchain-anthropic 100,382 4.95/10 10 3 0 8 10 0 10 10 10 0 0 10 – 0 0
ansible-pylibssh 93,675 4.95/10 10 – 0 0 10 0 10 10 10 0 0 10 3 0 8
langchain-pinecone 66,892 4.95/10 10 3 0 8 10 0 10 10 10 0 0 10 – 0 0
frappe-bench 63,784 4.95/10 10 – 0 1 10 0 10 10 10 0 10 0 0 0 10
python-docs-theme 55,884 4.95/10 10 – 0 8 10 0 9 10 10 0 0 0 0 0 10
rsa 182,617,451 4.92/10 10 – 0 4 10 10 9 2 – 0 0 10 – 10 5
googleapis-common-protos 128,140,608 4.92/10 10 – 0 10 – 10 10 6 – 6 6 10 – – 10
prettytable 13,114,246 4.92/10 10 – 0 1 10 0 9 10 10 0 0 10 – 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
delta-sharing 150,863 4.92/10 10 – 0 8 10 0 10 8 – 0 0 0 8 0 10
amundsen-common 127,866 4.92/10 10 – 2 10 10 0 10 10 10 0 0 10 – 0 0
amundsen-databuilder 115,444 4.92/10 10 – 2 10 10 0 10 10 10 0 0 10 – 0 0
qbittorrent-api 78,286 4.92/10 10 – 2 0 10 0 10 10 10 0 10 0 0 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
datasets 8,809,356 4.89/10 10 – 0 7 10 0 10 10 – 0 0 10 – 0 10
jax 5,854,716 4.89/10 10 – 0 6 10 0 10 10 – 3 0 10 – 0 9
jaxlib 3,453,959 4.89/10 10 – 0 6 10 0 10 10 – 3 0 10 – 0 9
stripe 2,804,953 4.89/10 10 – 0 8 10 0 10 10 – 0 0 10 – 0 9
msgspec 2,717,531 4.89/10 10 0 0 1 10 0 10 10 10 0 0 9 – 0 10
w3lib 2,572,845 4.89/10 10 0 0 7 10 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
dotnetcore2 656,134 4.89/10 10 – 0 7 10 0 10 10 – 0 0 10 – 0 10
exchange-calendars 440,884 4.89/10 10 0 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
awscurl 146,515 4.89/10 10 – 0 1 10 0 10 10 10 0 9 0 – 0 10
pytest-reportlog 140,459 4.89/10 10 – 0 10 10 0 10 7 10 0 0 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
biocommons-seqrepo 64,230 4.89/10 10 – 0 3 10 0 10 10 10 0 6 0 – 0 10
pip 347,637,340 4.86/10 0 – 2 10 10 10 10 10 – 0 0 9 – 0 10
pyyaml 278,690,289 4.86/10 10 – 0 2 10 10 10 8 – 0 0 10 – 0 10
aiosignal 89,327,672 4.86/10 10 – 0 – 10 0 10 10 – 0 10 10 0 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
mlflow 11,523,729 4.86/10 10 – 0 10 10 0 10 10 10 – 0 10 – 0 0
moto 7,053,793 4.86/10 10 0 0 5 10 0 10 10 10 0 7 0 0 0 7
marshmallow-sqlalchemy 4,298,540 4.86/10 10 – 0 0 10 0 10 10 10 0 0 10 – 0 10
mlflow-skinny 4,286,568 4.86/10 10 – 0 10 10 0 10 10 10 – 0 10 – 0 0
autopep8 3,841,406 4.86/10 10 – 0 0 10 10 10 10 – 0 10 0 – 0 10
django-environ 2,173,397 4.86/10 10 – 0 10 10 0 10 0 – 0 10 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
auth0-python 724,484 4.86/10 10 – 0 10 0 0 10 10 10 1 10 10 – 0 6
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
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
xsdata 268,248 4.86/10 10 – 0 0 10 0 10 10 10 0 10 0 – 0 10
draftjs-exporter 222,736 4.86/10 10 – 0 0 10 0 10 2 – 0 7 10 – 10 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
inscriptis 137,938 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
ggshield 111,048 4.86/10 10 – 0 10 10 0 10 10 10 0 0 10 0 0 0
clvm 110,926 4.86/10 10 – 0 10 10 0 10 4 10 0 4 0 – 0 10
qiskit-ibm-runtime 93,179 4.86/10 10 – 0 8 10 0 10 10 10 0 0 10 – 0 2
amazon-textract-caller 86,479 4.86/10 10 – 0 0 10 0 10 10 10 0 0 10 – 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 – 10 0 10 10 – 0 10 10 0 0 10
fastapi-azure-auth 72,196 4.86/10 10 0 0 6 10 0 10 10 – 0 7 10 – 0 6
dice-ml 56,421 4.86/10 10 0 0 3 10 0 10 7 10 0 10 0 – 0 10
pycryptodomex 33,268,062 4.84/10 10 0 0 1 10 10 9 1 – 0 10 0 8 0 10
pycryptodome 27,839,520 4.84/10 10 0 0 1 10 10 9 1 – 0 10 0 8 0 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
delta-spark 10,527,517 4.84/10 10 – 0 10 10 0 10 10 – 0 0 0 8 0 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
channels 1,179,446 4.84/10 10 – 0 7 10 0 10 10 – 0 0 9 – 0 10
acryl-datahub 1,155,173 4.84/10 3 – 0 10 10 0 10 10 10 0 10 10 – 0 0
modin 1,076,645 4.84/10 10 – 0 10 10 0 10 10 – 0 9 0 0 0 7
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
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
django-recaptcha 232,225 4.84/10 10 – 0 3 10 0 10 0 10 0 10 10 0 0 10
apache-airflow-providers-redis 208,455 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
apache-airflow-providers-openlineage 184,621 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
django-hijack 172,623 4.84/10 10 0 0 – 10 0 10 10 – 1 10 10 – 0 9
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
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
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
dbt-trino 94,227 4.84/10 10 – 0 7 10 0 10 10 – 0 9 0 – 0 10
apache-airflow-providers-apache-kafka 90,677 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
acryl-datahub-airflow-plugin 90,265 4.84/10 3 – 0 10 10 0 10 10 10 0 10 10 – 0 0
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
apache-airflow-providers-apache-livy 70,862 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
stream-zip 68,690 4.84/10 10 – 0 0 10 0 10 9 10 1 0 10 – 0 10
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
bentoml 57,109 4.84/10 8 – 0 5 10 0 10 10 10 0 10 10 – 0 0
apache-airflow-providers-trino 55,853 4.84/10 10 – 0 10 – 10 10 10 – 0 0 10 8 – 5
cdlib 53,435 4.84/10 10 0 0 0 10 0 10 9 10 0 7 4 – 0 10
anyio 61,336,574 4.81/10 10 – 0 6 10 0 10 10 10 0 0 0 – 0 10
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
setuptools-scm 26,182,137 4.81/10 10 – 0 6 10 0 10 10 10 0 0 0 – 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
flit-core 7,099,116 4.81/10 10 – 0 6 10 0 10 10 – 0 0 10 – 0 10
torchmetrics 4,595,383 4.81/10 10 – 0 6 10 0 10 10 10 0 0 0 0 0 10
h3 3,762,183 4.81/10 10 0 0 6 10 0 10 10 10 0 0 0 – 0 10
mkdocs 2,922,325 4.81/10 10 – 0 6 10 0 10 10 10 0 0 0 – 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
pytest-playwright 1,176,411 4.81/10 10 – 0 6 10 0 10 10 – 0 0 10 – 0 10
semgrep 844,010 4.81/10 10 – 0 10 10 0 10 10 10 0 0 9 – 0 –
pytest-subtests 836,408 4.81/10 10 0 0 6 10 0 10 10 10 0 0 0 – 0 10
django-ses 579,369 4.81/10 10 – 0 7 10 0 10 10 10 0 0 0 – 0 9
gymnasium 527,259 4.81/10 10 – 0 6 10 0 10 10 10 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
docker-py 334,395 4.81/10 10 – 0 8 10 0 10 8 10 0 0 0 0 0 10
flit 329,659 4.81/10 10 – 0 6 10 0 10 10 – 0 0 10 – 0 10
holoviews 324,326 4.81/10 10 – 0 6 10 0 10 10 10 0 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
edx-braze-client 82,851 4.81/10 10 – 0 9 10 0 10 1 10 0 0 9 – 0 10
fireblocks-sdk 79,005 4.81/10 10 – 0 6 10 0 10 10 10 0 0 0 – 0 10
napalm 58,534 4.81/10 10 – 0 5 10 0 10 10 10 0 0 0 – 10 1
virtualenv 113,386,441 4.78/10 4 – 0 5 10 0 10 10 10 0 0 10 – 0 10
flake8 23,338,341 4.78/10 10 – 0 6 10 0 9 10 – 0 0 10 – 0 10
typer 20,712,700 4.78/10 10 – 0 2 10 0 10 10 10 0 0 10 – 0 7
graphql-core 11,062,442 4.78/10 10 – 0 0 10 0 10 10 10 0 0 10 – 0 9
mysqlclient 5,843,484 4.78/10 10 – 0 1 10 0 10 10 – 0 7 10 0 0 10
etils 3,059,648 4.78/10 10 0 0 5 10 0 10 10 – 0 1 10 – 0 10
typer-slim 1,793,222 4.78/10 10 – 0 2 10 0 10 10 10 0 0 10 – 0 7
typer-cli 1,790,651 4.78/10 10 – 0 2 10 0 10 10 10 0 0 10 – 0 7
cibuildwheel 695,159 4.78/10 10 – 0 6 10 0 9 10 10 0 0 0 – 0 10
django-configurations 182,064 4.78/10 10 – 0 9 10 0 10 0 10 0 0 10 – 0 10
saspy 135,654 4.78/10 0 0 5 0 10 0 9 10 – 0 8 10 – 9 10
pywatchman 118,643 4.78/10 10 – 0 3 10 10 10 10 10 0 0 9 0 0 0
djangorestframework-jsonapi 65,060 4.78/10 10 – 0 10 10 0 10 9 – 0 10 10 – 0 0
sentry-cli 52,956 4.78/10 8 – 0 8 10 0 10 10 – 3 10 10 0 0 1
faker 12,616,229 4.76/10 10 0 0 3 10 0 10 10 – 0 0 0 – 9 10
kafka-python 12,477,688 4.76/10 10 0 0 5 10 0 10 5 10 0 8 0 – 0 10
requests-mock 4,574,724 4.76/10 10 – 0 5 10 0 10 7 10 0 5 0 0 0 10
pymdown-extensions 2,777,614 4.76/10 10 – 0 0 10 0 9 10 10 0 0 10 – 0 9
cvxpy 962,151 4.76/10 10 – 0 10 10 0 10 10 – 0 3 0 0 0 10
scenedetect 808,859 4.76/10 9 6 2 0 10 0 9 10 – 0 10 0 0 0 10
pytype 418,146 4.76/10 10 0 0 0 10 0 9 10 – 0 10 10 – 0 9
petl 269,158 4.76/10 10 – 0 0 10 0 10 10 10 0 8 0 – 0 10
kafka 255,132 4.76/10 10 0 0 5 10 0 10 5 10 0 8 0 – 0 10
localstack-core 236,806 4.76/10 9 – 0 9 10 0 9 10 10 1 0 0 – 0 7
fido2 235,132 4.76/10 10 – 0 2 10 0 10 10 – 0 3 0 8 0 10
localstack 210,563 4.76/10 9 – 0 9 10 0 9 10 10 1 0 0 – 0 7
localstack-ext 201,911 4.76/10 9 – 0 9 10 0 9 10 10 1 0 0 – 0 7
rudder-sdk-python 160,038 4.76/10 10 – 0 8 10 0 9 5 – 0 4 10 – 0 10
django-hosts 122,291 4.76/10 10 – 0 9 10 0 9 0 10 0 0 10 – 0 10
softlayer 103,462 4.76/10 10 – 0 0 10 0 10 10 10 0 10 10 – 0 2
cwl-upgrader 101,329 4.76/10 10 – 0 0 10 0 10 2 10 0 10 10 – 0 10
cogapp 97,113 4.76/10 10 0 0 2 10 0 10 10 – 0 0 0 – 10 10
fake-factory 62,248 4.76/10 10 0 0 3 10 0 10 10 – 0 0 0 – 9 10
aleph-alpha-client 60,285 4.76/10 10 – 0 3 10 0 10 5 10 1 10 0 – 0 10
ncnn 53,827 4.76/10 10 0 0 1 10 0 9 10 10 0 7 0 0 0 10
async-timeout 91,971,034 4.73/10 10 – 0 8 10 0 9 2 – 0 8 10 0 0 10
ipykernel 24,837,351 4.73/10 10 – 0 5 10 10 10 10 – 0 0 0 0 0 10
identify 16,414,171 4.73/10 10 0 0 5 10 0 10 10 – – 0 10 – 0 10
gspread 9,178,966 4.73/10 10 0 0 5 10 0 10 10 10 0 0 0 0 0 10
gcloud-aio-storage 3,952,793 4.73/10 10 – 0 8 10 0 0 10 – 0 0 0 – 10 7
gcloud-aio-auth 3,910,737 4.73/10 10 – 0 8 10 0 0 10 – 0 0 0 – 10 7
gcloud-aio-bigquery 3,750,345 4.73/10 10 – 0 8 10 0 0 10 – 0 0 0 – 10 7
editdistance 2,628,705 4.73/10 10 0 0 5 10 0 10 10 10 0 0 0 – 0 10
atlassian-python-api 2,057,742 4.73/10 10 – 0 7 10 0 10 10 – 0 10 0 – 0 8
testcontainers 1,207,220 4.73/10 10 – 0 7 10 0 10 10 10 0 0 0 – 0 8
pytest-localserver 517,566 4.73/10 10 – 0 5 10 0 10 10 10 0 0 0 – 0 10
param 432,657 4.73/10 10 0 0 5 10 0 10 10 10 0 0 0 – 0 10
aiomysql 410,095 4.73/10 10 – 0 1 10 0 10 0 10 1 10 10 0 0 10
asynch 257,226 4.73/10 10 0 0 7 10 0 10 10 10 0 0 0 – 0 8

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