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OpenSSF Scorecard for top Python packages

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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 Mar 22, 2025 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 670,262,655 9.38/10 10 8 5 10 10 10 10 10 10 7 10 10 8 10 10
tuf 163,309 8.49/10 10 8 10 10 10 0 10 10 10 4 10 10 4 10 10
xclim 113,106 7.86/10 10 5 5 7 10 0 10 10 10 10 10 10 – 10 10
in-toto 30,283 7.84/10 10 8 10 10 10 0 9 10 10 4 0 10 3 10 10
umf 147,316 7.70/10 10 5 0 10 10 10 9 10 – 7 10 10 – 10 9
openexr 172,483 7.49/10 10 – 5 9 10 10 10 10 10 8 10 10 3 0 10
gdal 588,218 7.43/10 10 – 5 5 10 10 9 10 10 8 9 9 8 10 0
requests 576,250,793 7.38/10 10 – 0 10 10 10 10 10 – 8 10 10 0 10 9
astropy 2,526,150 7.30/10 10 8 0 10 10 0 10 10 – 6 7 10 – 10 10
coverage 89,452,152 7.24/10 10 – 5 1 10 10 10 10 10 5 10 10 – 10 10
twine 13,122,989 7.19/10 8 – 0 10 10 0 10 10 10 1 10 0 10 10 10
pyhanko 3,440,018 7.19/10 10 3 0 0 10 0 10 10 10 0 10 10 10 9 10
clvm-rs 195,181 7.19/10 10 6 0 10 10 10 10 10 10 0 10 9 – 0 10
click 247,497,543 7.08/10 10 3 0 5 10 10 10 10 10 5 0 9 10 0 10
attrs 276,988,719 7.05/10 10 – 5 3 10 10 10 10 10 0 10 10 – 9 10
tbb 511,089 7.03/10 10 – 2 10 10 10 10 10 – 0 9 10 0 10 10
tbb-devel 48,946 7.03/10 10 – 2 10 10 10 10 10 – 0 9 10 0 10 10
typing-extensions 479,677,890 7.00/10 10 – 0 10 10 10 9 10 10 0 0 10 – 10 10
geoip2 5,633,198 6.97/10 10 6 0 10 10 0 10 10 10 0 10 0 – 10 10
mne 154,194 6.97/10 10 – 7 9 10 0 10 10 10 0 10 10 – 8 10
sentencepiece 22,425,587 6.95/10 10 0 0 4 10 10 10 9 – 7 6 10 4 10 10
cryptography 309,681,352 6.89/10 10 – 0 10 10 10 9 10 10 4 0 10 – 9 7
matplotlib 75,050,012 6.89/10 10 8 0 10 10 10 9 10 10 6 10 10 – 0 0
yt-dlp 2,146,293 6.89/10 10 – 0 8 10 0 10 10 10 0 10 0 8 9 10
cloud-sql-python-connector 1,579,689 6.89/10 10 – 5 10 10 0 10 10 – 6 9 10 – 10 10
cryptography-vectors 31,328 6.89/10 10 – 0 10 10 10 9 10 10 4 0 10 – 9 7
jinja2 249,906,497 6.84/10 10 3 0 2 10 10 10 10 10 5 0 9 10 0 10
trufflehog 98,056 6.81/10 9 6 0 10 10 0 10 10 10 0 10 9 8 0 5
google-re2 10,882,599 6.78/10 10 0 0 10 10 10 10 1 10 0 0 10 6 10 10
sigstore-protobuf-specs 172,663 6.78/10 10 – 0 10 10 0 10 10 10 8 8 10 6 0 7
pycep-parser 2,105,407 6.70/10 10 – 0 0 10 0 10 10 10 9 10 10 – 10 10
pydata-sphinx-theme 1,674,097 6.68/10 10 4 0 10 10 0 10 10 10 9 3 0 – 9 8
ecs-logging 1,425,894 6.68/10 10 5 0 10 10 0 10 7 10 2 0 10 – 9 10
flask-debugtoolbar 199,370 6.68/10 10 8 0 10 10 0 10 1 10 6 0 9 10 0 10
mkl-fft 39,363 6.68/10 10 6 0 10 10 0 10 5 – 0 0 10 8 10 10
certifi 563,169,502 6.65/10 10 3 0 6 10 0 9 10 10 5 0 10 – 10 10
pymongo 38,366,956 6.65/10 10 5 0 10 10 0 10 10 10 0 10 0 8 0 9
pyvista 427,847 6.65/10 10 – 0 10 10 0 10 10 10 0 9 10 – 8 8
chiavdf 201,618 6.65/10 10 6 0 10 10 0 10 10 10 0 10 9 0 0 10
certifi-debian 40,606 6.65/10 10 3 0 6 10 0 9 10 10 5 0 10 – 10 10
auth0-python 1,842,419 6.62/10 10 6 0 10 10 0 10 10 10 0 10 10 – 0 9
red-discordbot 1,067,748 6.62/10 10 8 0 7 10 0 10 10 10 0 10 10 0 0 10
django-axes 640,565 6.62/10 10 0 0 6 10 0 10 10 10 0 10 10 – 9 10
motor 3,439,121 6.59/10 10 8 0 8 10 0 10 10 10 0 9 0 8 0 8
cheroot 1,774,936 6.59/10 10 8 2 0 10 0 10 10 10 0 10 10 6 0 10
docker-compose 1,477,653 6.59/10 10 8 0 10 10 0 10 10 – 0 3 10 0 10 8
botocore 609,967,137 6.57/10 10 – 0 2 10 10 10 10 – 8 10 10 – 10 7
astroid 26,945,383 6.57/10 10 8 0 9 10 10 10 10 10 0 9 9 0 0 2
ibmcloudant 384,620 6.57/10 10 – 0 7 10 0 10 10 – 6 10 10 – 10 10
securesystemslib 199,021 6.57/10 10 8 0 10 10 0 10 10 10 3 0 10 1 10 0
niquests 156,912 6.57/10 10 – 5 0 10 0 10 10 10 4 10 10 10 10 0
wassima 176,745 6.54/10 10 – 0 0 10 0 10 10 10 1 0 10 10 10 10
googleapis-common-protos 185,363,137 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
grpc-google-iam-v1 60,473,001 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-secret-manager 43,349,530 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-appengine-logging 32,543,394 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-resource-manager 32,349,107 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-dataproc 26,168,140 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-vision 24,957,282 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-dlp 24,389,933 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-monitoring 23,722,336 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-kms 23,280,858 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-tasks 22,683,382 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-container 22,304,411 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-datacatalog 22,064,051 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-bigquery-datatransfer 21,914,548 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-translate 21,524,588 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-videointelligence 21,461,398 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-language 21,409,736 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-workflows 21,386,722 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-redis 21,321,632 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-dataplex 21,160,115 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-build 21,159,916 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-automl 21,047,228 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-os-login 20,975,887 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-memcache 20,856,722 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-orchestration-airflow 20,625,945 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-dataproc-metastore 20,536,621 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-speech 20,410,602 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-dataform 20,345,730 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-texttospeech 20,253,429 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-compute 19,208,335 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-dataflow-client 14,497,977 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-storage-transfer 12,725,254 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-run 12,551,111 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-batch 11,658,586 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-analytics-admin 5,895,803 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud 5,453,891 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-ai-generativelanguage 4,008,675 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-analytics-data 2,843,643 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-bigquery-biglake 2,321,902 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-trace 2,018,269 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-recommendations-ai 2,016,556 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-discoveryengine 1,132,041 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-alloydb 852,591 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-iam 737,950 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-artifact-registry 737,482 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-recaptcha-enterprise 618,043 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-scheduler 550,487 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-documentai 546,764 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-dialogflow-cx 406,759 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-functions 379,100 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-os-config 359,095 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-org-policy 355,975 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-asset 346,347 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-appengine-admin 324,522 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-private-ca 260,059 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-billing 247,078 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-service-usage 217,113 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-bigquery-reservation 196,100 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-common 188,277 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-filestore 183,954 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-certificate-manager 160,481 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-bigquery-connection 126,409 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-quotas 108,068 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-managedkafka 102,725 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-notebooks 91,268 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-recommender 81,358 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-datacatalog-lineage 75,647 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-bigquery-datapolicies 71,181 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-maps-routeoptimization 54,949 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-retail 51,589 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-webrisk 50,232 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-apps-meet 44,864 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-dialogflow 39,648 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-monitoring-dashboards 39,335 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-securitycenter 37,177 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-geo-type 34,774 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-tpu 31,779 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
grafeas 27,399 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-cloud-containeranalysis 27,233 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
google-maps-addressvalidation 25,360 6.49/10 10 – 0 10 10 10 10 10 – 0 0 10 – 10 10
twisted 5,688,065 6.46/10 10 – 0 10 10 0 9 10 10 0 0 10 – 10 10
aiohttp 208,365,192 6.43/10 10 – 0 7 10 10 9 10 10 0 9 10 0 0 10
onnx 5,731,337 6.43/10 10 – 5 10 10 0 10 10 10 3 10 10 – 9 0
amd-onnx-weekly 32,675 6.43/10 10 – 5 10 10 0 10 10 10 3 10 10 – 9 0
numpy 381,826,344 6.41/10 10 3 0 10 10 10 9 10 – 3 9 9 0 9 0
structlog 33,592,835 6.41/10 10 – 5 2 10 0 9 10 10 0 10 10 – 9 10
incremental 6,199,438 6.41/10 10 – 0 10 10 0 9 10 10 0 0 9 – 10 10
python-telegram-bot 3,503,078 6.41/10 10 – 2 5 10 0 10 10 10 5 10 0 0 10 10
clang-format 1,234,274 6.41/10 0 3 5 8 10 10 9 10 10 4 0 9 8 10 0
pymongocrypt 446,036 6.41/10 10 5 0 10 10 10 10 10 10 0 9 0 8 0 0
clang-tidy 118,278 6.41/10 0 3 5 8 10 10 9 10 10 4 0 9 8 10 0
praw 412,171 6.38/10 10 – 0 10 10 0 10 10 10 3 10 10 – 0 10
urllib3-future 162,070 6.38/10 10 – 0 0 10 0 10 10 10 3 10 10 10 10 0
yarl 143,837,581 6.35/10 10 3 0 2 10 10 10 10 10 0 10 10 0 0 10
pillow 127,331,453 6.32/10 10 0 5 10 10 10 9 10 10 0 0 10 – 10 0
poetry-core 107,182,581 6.32/10 8 – 0 10 10 0 10 10 10 10 0 0 0 10 10
launchdarkly-server-sdk 2,895,423 6.32/10 10 – 0 9 10 0 9 8 10 3 0 9 10 0 10
nncf 200,436 6.32/10 10 – 0 10 10 10 10 10 – 3 9 10 – 10 0
eventlet 2,127,757 6.30/10 10 8 0 10 10 0 9 10 10 0 0 10 – 0 10
jsonnet 346,558 6.30/10 10 0 0 0 10 10 10 10 10 3 0 10 0 9 10
autogen-agentchat 135,257 6.30/10 10 5 0 8 10 0 10 10 10 0 10 10 – 0 8
awesomeversion 131,345 6.30/10 10 3 0 4 10 0 10 10 10 1 10 0 – 10 10
autogen-core 108,009 6.30/10 10 5 0 8 10 0 10 10 10 0 10 10 – 0 8
autogen-ext 90,997 6.30/10 10 5 0 8 10 0 10 10 10 0 10 10 – 0 8
autogenstudio 50,927 6.30/10 10 5 0 8 10 0 10 10 10 0 10 10 – 0 8
pypdf2 10,602,041 6.27/10 10 6 0 5 10 10 9 10 10 0 0 10 – 0 10
pypdf 10,231,286 6.27/10 10 6 0 5 10 10 9 10 10 0 0 10 – 0 10
ansible-lint 1,648,863 6.27/10 10 – 5 9 10 0 10 10 10 0 10 10 – 0 10
pylint 27,031,148 6.24/10 10 8 5 8 10 0 10 10 10 0 9 9 0 0 4
chiapos 218,148 6.24/10 10 1 0 10 10 0 10 10 10 0 10 9 – 0 10
neural-compressor 49,212 6.24/10 10 8 2 9 10 0 10 10 – 0 9 10 – 10 0
pydantic 283,246,117 6.22/10 10 – 0 10 10 10 10 10 10 0 0 10 – 0 10
gitpython 97,333,251 6.22/10 10 – 0 10 10 10 10 10 – 0 10 10 – 0 10
flatbuffers 20,709,501 6.22/10 10 8 0 6 10 10 10 10 10 0 0 10 0 0 6
weblate-language-data 36,484 6.22/10 10 – 0 0 10 0 10 10 – 10 10 10 0 10 10
wllegal 26,441 6.22/10 10 – 0 0 10 0 10 10 – 10 10 10 – 10 10
cachetools 200,794,545 6.19/10 10 3 0 0 10 10 10 10 – 5 0 10 – 10 10
elastic-apm 1,030,220 6.19/10 10 5 0 10 10 0 10 10 10 2 0 10 – 0 10
vyper 96,431 6.19/10 10 – 0 10 10 0 9 10 10 0 10 10 0 0 10
mkl-random 32,530 6.19/10 10 5 0 10 10 0 10 3 – 0 0 10 5 10 10
argon2-cffi 26,412,579 6.16/10 10 – 5 0 10 0 10 10 10 0 8 10 – 9 10
pytest-md-report 193,317 6.16/10 10 – 0 0 10 0 10 10 10 0 10 0 6 10 10
chiabip158 180,048 6.16/10 10 6 0 10 10 0 10 10 10 0 10 0 – 0 10
zope 67,248 6.16/10 10 – 0 4 10 0 9 10 – 5 10 10 – 9 10
autogluon-mxnet 34,857 6.16/10 10 – 0 10 10 0 10 10 10 0 9 10 – 0 10
autogluon-extra 34,408 6.16/10 10 – 0 10 10 0 10 10 10 0 9 10 – 0 10
translation-finder 33,267 6.16/10 10 – 0 0 10 0 10 10 – 9 10 10 – 10 10
async-lru 20,907,023 6.14/10 10 – 0 5 10 0 10 10 10 0 10 10 4 0 10
mkl-service 47,775 6.14/10 10 5 0 8 10 0 10 0 – 2 0 10 8 10 10
eth-ape 34,243 6.14/10 10 – 0 9 10 0 10 10 10 0 10 10 – 0 10
graphistry 31,801 6.14/10 10 6 0 3 10 0 10 10 10 0 10 10 – 0 10
idna 512,857,052 6.11/10 10 – 0 0 10 10 10 0 10 5 8 10 0 10 10
google-api-core 325,104,210 6.11/10 10 – 0 10 10 10 10 10 – 0 8 10 – 0 10
pytest 167,688,126 6.11/10 10 4 0 9 10 0 10 10 10 0 0 0 0 9 10
proto-plus 114,749,420 6.11/10 10 – 0 10 10 10 10 10 – 0 8 10 – 0 10
google-cloud-core 98,264,952 6.11/10 10 – 0 10 10 10 10 10 – 0 8 10 – 0 10
google-cloud-firestore 14,065,290 6.11/10 10 – 0 10 10 10 10 10 – 0 8 10 – 0 10
easypost 136,886 6.11/10 10 – 0 10 10 0 10 10 10 0 8 10 0 0 10
keras-cv 70,685 6.11/10 10 – 0 10 10 0 9 10 10 0 1 10 – 9 6
pipdeptree 3,041,736 6.08/10 10 5 0 10 10 0 10 10 10 0 0 10 – 0 10
pikepdf 2,549,262 6.08/10 10 – 0 1 10 10 10 10 10 0 9 0 8 0 10
tcolorpy 1,502,083 6.08/10 10 – 0 0 10 0 10 10 10 0 10 0 5 10 10
pyhanko-certvalidator 1,425,260 6.08/10 10 – 0 0 10 0 10 6 10 0 0 10 10 9 10
black 51,122,581 6.05/10 10 – 0 8 10 10 10 10 10 0 0 10 0 0 10
immutabledict 5,259,583 6.05/10 10 – 0 0 10 0 10 10 10 0 10 10 – 8 10
pem 398,889 6.05/10 10 – 5 0 10 10 10 2 10 0 8 10 – 9 10
pytenable 170,606 6.05/10 10 – 0 8 10 0 10 10 10 0 10 10 – 0 10
jsii 4,122,586 6.03/10 10 8 0 10 10 0 10 10 – 0 0 10 8 0 5
prometheus-async 277,625 6.03/10 10 – 0 0 10 0 10 10 10 0 8 10 – 9 10
borgbackup 25,558 6.03/10 10 0 2 6 10 0 9 10 – 0 10 10 8 0 10
boto3 1,346,601,849 6.00/10 10 – 0 1 10 0 10 10 – 10 9 10 – 10 7
multidict 142,543,124 6.00/10 10 – 0 1 10 10 9 10 10 0 10 10 0 0 10
trio 19,994,898 6.00/10 10 3 0 10 10 0 9 10 10 0 0 0 – 9 9
newrelic 2,177,201 6.00/10 10 5 0 9 10 0 10 10 10 7 8 10 – 0 0
scapy 1,866,223 6.00/10 10 – 0 4 10 10 10 10 – 0 10 0 – 10 10
pyjwt 185,926,805 5.97/10 10 – 0 5 10 10 10 10 10 0 3 10 – 0 10
cachecontrol 59,165,948 5.97/10 10 0 0 6 10 0 9 10 10 4 6 0 8 0 10
keras 13,004,500 5.97/10 10 – 0 8 10 10 10 10 10 0 0 10 – 9 0
keras-nightly 309,496 5.97/10 10 – 0 8 10 10 10 10 10 0 0 10 – 9 0
qh3 232,275 5.97/10 10 – 0 0 10 0 10 10 10 1 0 10 10 10 3
packaging 474,695,177 5.95/10 4 – 0 8 10 10 9 10 – 10 10 9 – 0 9
flask 94,155,459 5.95/10 10 3 0 0 10 10 10 10 10 5 0 9 10 0 1
itsdangerous 84,854,322 5.95/10 10 3 0 0 10 10 10 1 10 5 0 9 10 0 10
codespell 1,748,493 5.95/10 10 – 0 10 10 0 10 10 10 0 0 0 – 10 10
tables 1,166,685 5.95/10 10 0 0 1 10 10 10 10 – 5 0 10 – 10 9
pymatgen 515,026 5.95/10 10 – 0 5 10 0 9 10 10 0 1 10 – 10 8
cirq-core 193,504 5.95/10 10 – 2 10 10 0 10 10 – 3 2 10 0 10 6
cirq-google 106,987 5.95/10 10 – 2 10 10 0 10 10 – 3 2 10 0 10 6
cirq 105,984 5.95/10 10 – 2 10 10 0 10 10 – 3 2 10 0 10 6
translate-toolkit 104,633 5.95/10 10 – 0 0 10 0 10 10 10 10 5 0 0 10 10
cirq-web 101,690 5.95/10 10 – 2 10 10 0 10 10 – 3 2 10 0 10 6
cirq-ionq 100,590 5.95/10 10 – 2 10 10 0 10 10 – 3 2 10 0 10 6
cirq-rigetti 94,185 5.95/10 10 – 2 10 10 0 10 10 – 3 2 10 0 10 6
cirq-aqt 93,438 5.95/10 10 – 2 10 10 0 10 10 – 3 2 10 0 10 6
cirq-pasqal 92,696 5.95/10 10 – 2 10 10 0 10 10 – 3 2 10 0 10 6
markupsafe 262,452,647 5.92/10 10 3 0 0 10 10 10 0 10 6 0 9 10 0 10
pydot 9,196,531 5.92/10 10 3 0 8 10 0 10 10 – 4 9 10 – 0 10
datadog-api-client 7,902,552 5.92/10 10 5 0 10 10 0 10 10 10 0 7 0 – 0 10
sphinx-autodoc-typehints 3,615,371 5.92/10 10 5 0 8 10 0 10 10 10 0 0 10 – 0 10
browserstack-local 245,721 5.92/10 10 – 0 7 10 0 10 8 – 10 7 0 – 10 10
ansible-navigator 68,848 5.92/10 10 – 0 7 10 0 10 10 10 0 9 10 – 0 10
pyarrow 155,525,406 5.89/10 10 – 0 10 10 10 10 10 10 0 0 10 6 0 0
pytest-django 5,250,663 5.89/10 10 3 0 4 10 0 9 10 10 4 0 0 – 10 10
chia-rs 204,757 5.89/10 0 2 0 10 10 10 10 10 10 0 10 9 – 0 8
siphashc 48,688 5.89/10 10 – 0 0 10 0 10 10 – 10 10 10 – 10 6
ccf 35,862 5.89/10 10 8 0 10 10 0 10 10 10 0 7 10 0 0 0
google-cloud-pubsub 41,954,710 5.86/10 10 – 0 10 10 10 10 10 – 0 8 10 – 0 7
lakefs-sdk 1,065,193 5.86/10 9 – 0 10 10 10 10 10 10 0 10 10 0 0 0
lakefs-client 319,680 5.86/10 9 – 0 10 10 10 10 10 10 0 10 10 0 0 0
lakefs 38,808 5.86/10 9 – 0 10 10 10 10 10 10 0 10 10 0 0 0
aiobotocore 454,054,215 5.84/10 10 – 0 10 10 0 10 10 10 0 3 10 – 0 10
firebase-admin 4,790,870 5.84/10 10 – 0 9 10 0 10 7 10 0 9 10 – 0 10
pymongo-auth-aws 1,639,002 5.84/10 10 5 0 6 10 0 10 5 10 0 10 0 8 0 8
pymc 426,336 5.84/10 10 – 0 10 10 0 9 10 10 3 9 9 – 0 5
pymc3 288,752 5.84/10 10 – 0 10 10 0 9 10 10 3 9 9 – 0 5
weblate-schemas 42,353 5.84/10 10 – 0 0 10 0 10 10 – 9 4 10 – 10 10
libcst 16,130,407 5.81/10 10 – 0 4 10 10 9 10 10 0 6 9 – 0 8
ansible-compat 2,387,588 5.81/10 10 – 0 5 10 0 10 10 10 0 10 10 – 0 10
pyrealsense2 277,495 5.81/10 10 – 2 9 10 0 10 10 – 4 0 10 0 10 6
zope-testrunner 53,158 5.81/10 10 – 0 3 10 0 9 10 – 2 8 10 – 9 10
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azure 1,818,030 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-datalake-analytics 1,790,853 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-schemaregistry 1,745,796 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-consumption 1,734,121 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-loganalytics 1,677,038 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-apimanagement 1,669,826 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-relay 1,583,465 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-notificationhubs 1,569,630 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-logic 1,530,916 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-hdinsight 1,513,503 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-privatedns 1,491,288 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-security 1,489,155 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-servicefabric 1,478,738 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-synapse 1,472,476 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt 1,461,682 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-scheduler 1,457,793 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-commerce 1,453,876 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-powerbiembedded 1,450,092 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-hanaonazure 1,445,707 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-machinelearningcompute 1,443,732 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-managementpartner 1,443,384 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-servicemanagement-legacy 1,438,342 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-devspaces 1,419,941 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-applicationinsights 1,407,917 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-appconfiguration 1,394,886 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-redhatopenshift 1,382,839 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-netapp 1,380,834 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-keyvault-administration 1,351,267 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-imagebuilder 1,349,313 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-servicefabricmanagedclusters 1,342,916 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-servicelinker 1,340,387 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-synapse-accesscontrol 1,313,332 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-sqlvirtualmachine 1,296,100 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-botservice 1,285,012 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-databoxedge 1,272,111 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-synapse-managedprivateendpoints 1,268,130 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-extendedlocation 1,264,435 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-appcontainers 1,249,407 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-ai-ml 1,181,372 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-ai-documentintelligence 1,180,302 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-hybridcompute 1,120,611 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-storage 1,072,954 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-ai-formrecognizer 1,065,413 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-postgresqlflexibleservers 1,054,482 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-mysqlflexibleservers 1,047,720 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-schemaregistry-avroserializer 829,550 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
flyteidl 820,795 5.16/10 10 – 5 9 10 0 10 10 10 0 0 10 0 0 3
model-bakery 765,502 5.16/10 10 0 0 4 10 0 9 10 10 0 0 10 – 0 10
azure-mgmt-resourcegraph 741,971 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-quota 698,133 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-monitor-ingestion 685,335 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-kusto 642,099 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-containerregistry 553,296 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-communication-email 508,027 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-managedservices 446,147 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
schemathesis 320,855 5.16/10 10 0 0 0 10 0 10 10 10 0 7 10 – 0 9
azure-ai-language-questionanswering 309,147 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-ai-language-conversations 307,961 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-cognitiveservices-knowledge-qnamaker 306,221 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-ai-inference 292,928 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-eventhub-checkpointstoreblob-aio 286,127 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-automation 263,482 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-schemaregistry-avroencoder 257,123 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
persistent 228,007 5.16/10 10 – 0 4 10 0 9 10 10 0 0 10 – 0 10
azure-mgmt-costmanagement 223,969 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-messaging-webpubsubservice 220,762 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-ai-contentsafety 220,145 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-eventhub-checkpointstoreblob 213,025 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-ai-textanalytics 203,748 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-search 199,962 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-databricks 185,644 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-cognitiveservices-vision-computervision 185,393 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-ai-translation-document 160,261 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-kubernetesconfiguration 136,635 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-communication-sms 131,416 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-messaging-webpubsubclient 127,106 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
cwltool 125,618 5.16/10 10 – 0 2 10 0 10 10 10 0 10 10 – 0 5
biocommons-seqrepo 107,727 5.16/10 10 – 0 6 10 0 10 9 10 0 8 0 – 0 10
azure-appconfiguration-provider 105,826 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-ai-projects 89,006 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
maggma 84,994 5.16/10 10 – 0 4 10 0 9 10 10 0 10 0 – 0 10
azure-ai-vision-imageanalysis 84,932 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
cdktf-gitlab-runner 84,045 5.16/10 10 0 0 10 10 0 10 10 – 0 0 0 – 7 10
azure-ai-translation-text 72,903 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-deploymentmanager 63,853 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-frontdoor 63,739 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
authencoding 62,928 5.16/10 10 – 0 2 10 0 9 5 – 5 2 10 – 9 10
azure-mgmt-streamanalytics 53,857 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-ai-evaluation 49,999 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-maintenance 45,763 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-machinelearningservices 40,962 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
cdk-databrew-cicd 39,149 5.16/10 10 0 0 10 10 0 10 10 – 0 0 0 – 7 10
cdk-lambda-subminute 34,984 5.16/10 10 0 0 10 10 0 10 10 – 0 0 0 – 7 10
azure-communication-identity 33,277 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-hybridkubernetes 32,397 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-appplatform 31,770 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-portal 30,849 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-mgmt-servermanager 27,186 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
scotthsieh-projen-statemachine 26,104 5.16/10 10 0 0 10 10 0 10 10 – 0 0 0 – 7 10
azure-mgmt-desktopvirtualization 26,019 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
azure-purview-catalog 25,691 5.16/10 8 4 5 10 10 10 10 10 – 0 0 10 – 0 0
more-itertools 127,040,162 5.14/10 10 – 0 10 10 10 10 10 – 0 0 0 0 0 10
scikit-learn 77,410,546 5.14/10 10 – 0 10 – 10 10 10 – – 10 10 – – 10
build 75,490,339 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
pytest-xdist 30,473,724 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 0 0 10
h5py 20,998,050 5.14/10 10 – 0 10 10 10 10 10 – 0 0 0 0 0 10
sphinxcontrib-serializinghtml 15,175,986 5.14/10 10 3 0 2 10 0 9 10 – 0 3 0 – 10 10
sphinxcontrib-htmlhelp 14,804,779 5.14/10 10 3 0 2 10 0 9 10 – 0 3 0 – 10 10
sphinxcontrib-applehelp 14,749,658 5.14/10 10 3 0 2 10 0 9 10 – 0 3 0 – 10 10
sphinxcontrib-qthelp 14,736,278 5.14/10 10 3 0 2 10 0 9 10 – 0 3 0 – 10 10
sphinxcontrib-devhelp 14,697,235 5.14/10 10 3 0 2 10 0 9 10 – 0 3 0 – 10 10
lightgbm 8,429,412 5.14/10 10 – 0 10 10 0 10 10 – 0 0 10 0 0 10
lazy-loader 8,001,421 5.14/10 10 0 0 2 10 0 10 10 10 0 2 10 – 0 10
inflect 7,929,013 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
tableauserverclient 6,987,805 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
optuna 3,417,089 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
mbstrdecoder 2,173,973 5.14/10 10 0 0 0 10 0 10 10 10 0 0 0 0 10 10
dataproperty 1,499,496 5.14/10 10 0 0 0 10 0 10 10 10 0 0 0 0 10 10
zarr 1,451,158 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
tabledata 1,447,986 5.14/10 10 0 0 0 10 0 10 10 10 0 0 0 0 10 10
hubspot-api-client 1,412,705 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
path 1,161,334 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
djangorestframework-stubs 1,133,720 5.14/10 10 0 0 2 10 0 10 10 10 0 0 0 – 9 9
pyexasol 1,001,848 5.14/10 10 – 0 10 10 0 10 10 – 0 0 10 0 0 10
sphinxcontrib-websupport 993,639 5.14/10 10 3 0 2 10 0 9 10 – 0 3 0 – 10 10
cartopy 438,503 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
dbt-duckdb 418,683 5.14/10 10 – 0 8 10 0 10 10 10 0 6 0 4 0 4
tempora 403,033 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
cantools 393,840 5.14/10 10 0 0 10 10 0 10 10 10 0 0 0 – 0 10
globus-sdk 353,749 5.14/10 10 – 0 6 10 0 10 10 10 6 0 0 – 0 10
mkdocs-techdocs-core 343,413 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
path-py 317,582 5.14/10 10 0 0 0 10 0 10 10 – 0 0 10 – 10 10
dotnetcore2 178,107 5.14/10 10 – 0 10 10 0 10 10 – 0 0 10 – 0 10
meilisearch 148,172 5.14/10 10 – 0 10 10 0 10 10 – 0 0 10 – 0 10
mrcfile 139,585 5.14/10 10 0 0 0 10 0 10 10 10 0 0 0 – 10 10
pyperf 110,187 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
json2xml 108,369 5.14/10 10 – 0 0 10 0 9 9 10 0 10 10 – 0 8
normality 89,667 5.14/10 10 0 0 1 10 0 10 9 10 0 0 0 – 10 10
pyscf 83,950 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
tiledb 73,896 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
nc-time-axis 73,507 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
mkdocs-git-committers-plugin-2 68,613 5.14/10 10 0 0 6 10 0 10 4 10 0 0 0 – 10 10
napalm 67,670 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 10 0
napari 54,803 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 0 0 10
simplesqlite 54,135 5.14/10 10 0 0 0 10 0 10 10 10 0 0 0 0 10 10
pysal 36,670 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
sqliteschema 34,954 5.14/10 10 0 0 0 10 0 10 10 10 0 0 0 0 10 10
skia-python 33,094 5.14/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 10
crate 29,762 5.14/10 10 – 0 4 10 0 10 10 10 0 9 0 – 0 10
brax 27,133 5.14/10 10 0 0 10 10 0 10 10 – 0 0 10 – 0 10
cdk-monitoring-constructs 26,012 5.14/10 10 – 0 10 10 0 10 5 – 0 0 10 – 7 8
mypy-extensions 96,355,777 5.11/10 10 – 0 6 10 0 9 4 – 0 0 10 – 10 10
fonttools 64,056,040 5.11/10 10 – 0 3 10 0 10 10 10 0 0 10 – 0 10
dulwich 53,570,569 5.11/10 10 – 2 4 10 10 9 10 10 0 0 10 – 0 2
playwright 7,038,117 5.11/10 10 – 0 9 10 0 10 10 – 1 0 10 – 0 10
moviepy 2,635,552 5.11/10 10 0 0 3 10 0 10 10 10 0 10 0 – 0 10
yamale 1,581,891 5.11/10 10 – 0 3 10 0 10 10 – 0 10 10 – 0 10
strawberry-graphql 1,462,502 5.11/10 10 – 0 4 10 0 10 10 – 0 10 10 0 0 9
janus 977,593 5.11/10 10 3 0 0 10 0 10 10 10 0 0 10 0 0 10
canopen 280,806 5.11/10 10 – 0 9 10 0 10 10 10 1 0 0 – 0 10
symspellpy 149,346 5.11/10 10 3 0 0 10 0 10 10 10 0 10 0 – 0 10
edk2-pytool-library 106,559 5.11/10 10 – 0 10 10 0 9 10 – 0 10 0 – 0 10
edk2-pytool-extensions 105,855 5.11/10 10 – 0 10 10 0 9 10 – 0 10 0 – 0 10
frappe-bench 79,507 5.11/10 10 – 0 3 10 0 10 10 10 0 10 0 0 0 10
py-cord 76,735 5.11/10 8 – 0 5 10 0 10 10 – 0 10 10 0 0 10
pypolyline 76,546 5.11/10 10 0 0 0 10 0 9 10 10 0 0 0 0 10 10
dbt-metabase 61,433 5.11/10 10 5 0 0 10 0 10 10 10 0 7 0 – 0 10
jsonobject 46,058 5.11/10 10 – 0 10 10 0 9 10 10 0 0 0 – 0 10
lockable 39,473 5.11/10 10 – 0 6 10 0 10 0 – 0 7 10 – 9 10
cmasher 30,739 5.11/10 10 3 0 0 10 0 10 10 10 10 0 0 – 0 10
cwltest 26,094 5.11/10 10 – 0 9 10 0 10 5 – 0 10 10 – 0 9
protobuf-distutils 25,487 5.11/10 10 – 0 2 0 10 9 10 – 0 10 10 0 10 8
soupsieve 115,372,613 5.08/10 10 – 0 1 10 10 10 5 10 0 0 10 – 0 10
gunicorn 57,939,831 5.08/10 10 – 0 6 10 10 9 5 – 0 0 10 – 10 2
absl-py 25,069,224 5.08/10 10 – 0 1 10 10 10 5 – 0 5 0 – 10 10
cssselect 7,636,303 5.08/10 10 0 0 8 10 10 9 5 10 0 0 0 – 0 10
prawcore 405,323 5.08/10 10 – 0 0 10 0 10 10 10 4 10 0 – 0 10
draftjs-exporter 311,666 5.08/10 10 – 2 0 10 0 10 10 – 0 10 10 – 10 2
pylibiio 197,945 5.08/10 10 6 0 10 10 0 10 10 – 0 0 0 0 0 10
cdk-events-notify 125,466 5.08/10 10 0 0 10 10 0 10 10 – 0 0 0 – 7 9
mytoyota 62,910 5.08/10 10 – 0 10 10 0 10 10 – 0 9 0 – 0 10
cuenca-validations 37,465 5.08/10 10 – 0 9 10 0 10 7 10 0 5 0 – 0 10
google-crc32c 82,644,717 5.05/10 10 – 0 10 10 10 10 0 – 0 2 10 – 10 1
xarray 7,478,491 5.05/10 10 3 0 6 10 0 10 10 10 0 0 0 – 0 10
h3 7,009,248 5.05/10 10 0 0 9 10 0 10 10 10 0 0 0 – 0 10
pytest-localserver 5,708,737 5.05/10 10 3 0 6 10 0 10 10 10 0 0 0 – 0 10
tensorstore 1,871,673 5.05/10 10 0 0 10 10 0 9 10 10 4 0 10 – 0 0
singledispatch 1,851,953 5.05/10 10 0 0 0 10 0 10 9 – 0 0 10 – 10 10
asynch 782,380 5.05/10 10 0 0 10 10 0 10 10 10 0 0 0 – 0 9
pvlib 382,369 5.05/10 10 – 0 9 10 0 10 10 10 0 0 0 – 0 10
keras-tuner 353,715 5.05/10 10 0 0 1 10 0 10 0 10 0 2 10 – 10 10
qiskit-aer 312,798 5.05/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 9
wagtail 304,244 5.05/10 10 – 0 5 10 0 10 10 – 0 7 9 – 10 0
solc-select 236,163 5.05/10 10 – 0 1 10 0 10 10 – 0 0 10 8 0 10
dask-cuda 144,861 5.05/10 10 – 0 9 10 0 10 10 – 0 0 10 – 0 10
asdf-astropy 104,320 5.05/10 10 – 0 6 10 0 10 10 – 10 0 0 – 10 3
edx-name-affirmation 50,365 5.05/10 10 – 0 8 10 0 10 5 10 0 0 9 – 0 10
pylast 47,563 5.05/10 10 – 0 1 10 0 10 10 10 0 0 0 – 8 10
sphinx-autosummary-accessors 46,011 5.05/10 10 0 0 1 10 0 10 10 10 0 0 0 – 9 9
instana 40,476 5.05/10 10 9 0 10 10 0 10 10 10 0 0 0 0 0 0
qoqo 32,925 5.05/10 10 – 0 10 10 0 10 10 10 0 0 0 – 0 9
pypistats 27,928 5.05/10 10 – 0 1 10 0 10 10 10 0 0 0 – 8 10
uvicorn 57,442,932 5.03/10 10 – 0 2 10 0 10 10 10 0 0 10 – 0 10
aiofiles 44,493,706 5.03/10 10 0 0 5 10 0 10 10 10 0 0 10 – 0 7
gguf 2,181,038 5.03/10 9 5 0 8 10 0 10 10 10 0 0 10 0 0 0
ckzg 1,784,729 5.03/10 9 – 0 4 10 10 10 10 10 0 0 0 – 0 9
asyncstdlib 636,166 5.03/10 10 – 0 2 10 0 10 10 10 0 10 0 – 0 10
pystac 347,730 5.03/10 10 – 0 9 10 0 9 10 10 0 0 0 – 0 10
unicorn 212,215 5.03/10 8 0 0 2 10 10 10 10 10 0 0 3 0 0 10
nanopb 87,727 5.03/10 10 – 0 4 10 10 10 10 – 0 9 4 – 0 6
pyxattr 42,389 5.03/10 10 – 2 0 10 0 10 0 – 0 0 10 8 10 10
simplification 42,091 5.03/10 10 0 0 0 10 0 9 9 10 0 0 0 0 10 10
tract 31,440 5.03/10 10 5 0 4 10 0 9 10 10 0 0 0 0 0 10
cdk-amazon-chime-resources 25,348 5.03/10 10 – 0 8 10 0 10 0 – 0 10 10 – 7 7
pyasn1 252,369,285 5.00/10 10 8 0 7 10 0 10 0 – 0 0 0 – 10 10
opencensus 9,696,294 5.00/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 8
opencensus-context 9,634,813 5.00/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 8
opencensus-ext-azure 7,134,796 5.00/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 8
pdfminer-six 6,387,956 5.00/10 10 3 0 6 10 10 10 0 10 0 4 0 0 0 10
google-generativeai 4,029,307 5.00/10 10 – 0 7 10 0 10 10 – 0 2 10 – 0 10
social-auth-core 1,724,341 5.00/10 10 – 0 1 10 0 10 10 – 0 3 3 – 10 10
opencensus-ext-logging 1,160,241 5.00/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 8
pytest-aiohttp 991,070 5.00/10 10 0 0 4 10 0 10 3 10 0 7 10 0 0 10
opencensus-ext-requests 383,772 5.00/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 8
cherrypy 354,944 5.00/10 10 0 2 1 10 0 10 10 10 0 0 10 – 0 10
opencensus-ext-flask 158,501 5.00/10 10 – 0 9 10 10 10 0 – 0 7 10 – 0 8

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