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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 Jan 4, 2023 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 Dependency-Update-Tool Fuzzing License Maintained Packaging Pinned-Dependencies SAST Security-Policy Signed-Releases Token-Permissions Vulnerabilities
urllib3 278,251,972 9.57/10 10 8 5 9 10 10 10 10 10 10 10 10 10 9 10 10
flatbuffers 8,079,562 8.60/10 8 8 0 8 10 10 10 10 10 10 5 10 10 4 10 10
presidio-analyzer 62,099 8.20/10 10 10 0 8 10 10 10 10 10 7 10 10 10 10
apache-airflow 12,792,279 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-common-sql 5,259,608 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-cncf-kubernetes 3,539,263 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-amazon 2,734,660 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-mysql 2,704,462 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-http 2,545,445 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-google 2,369,884 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-snowflake 1,950,876 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-postgres 1,702,571 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-slack 1,649,853 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-ftp 1,631,642 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-sqlite 1,625,140 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-imap 1,610,261 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-databricks 1,453,798 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-ssh 1,400,854 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-backport-providers-amazon 694,700 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-microsoft-mssql 638,580 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-sftp 521,674 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-apache-spark 513,387 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-datadog 450,410 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-mongo 299,786 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-celery 282,972 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-tableau 276,134 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-apache-hive 263,199 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-docker 262,399 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-jdbc 251,379 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-oracle 242,723 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-pagerduty 240,487 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-odbc 229,794 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-redis 214,862 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-dbt-cloud 199,831 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-salesforce 190,332 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-vertica 135,409 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-backport-providers-microsoft-azure 134,452 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-apache-druid 123,886 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-presto 118,137 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-backport-providers-http 116,243 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-backport-providers-snowflake 114,836 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-jira 111,828 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-airbyte 110,990 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-telegram 108,163 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-backport-providers-slack 105,913 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-microsoft-azure 104,422 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-backport-providers-ssh 103,337 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-backport-providers-cncf-kubernetes 98,563 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-neo4j 96,457 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-apache-livy 95,261 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-jenkins 90,251 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-apache-hdfs 88,170 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-opsgenie 76,132 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-trino 71,993 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-qubole 65,886 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
apache-airflow-providers-elasticsearch 58,925 8.15/10 10 6 0 10 10 10 10 10 10 7 0 10 8 10 10
pytest 40,199,663 7.70/10 10 8 0 10 10 10 10 10 10 10 7 0 0 10 10
google-cloud-storage 46,543,470 7.60/10 10 8 0 10 10 10 10 10 10 5 0 10 10 10
coverage 28,974,207 7.38/10 10 3 5 1 10 10 10 10 10 9 10 10 10 10
django-axes 153,910 7.33/10 10 0 0 8 10 10 0 10 10 10 7 9 10 9 10
numpy 124,595,852 7.28/10 10 3 0 8 10 10 10 10 10 10 0 0 9 0 10 10
attrs 93,238,807 7.22/10 10 8 5 2 10 10 0 10 10 7 10 10 10 10
google-auth-httplib2 18,729,391 7.22/10 10 8 0 10 10 10 10 10 5 5 0 10 10 10
jsii 968,828 7.20/10 10 8 0 10 10 10 0 10 10 10 0 10 8 0 10
edk2-pytool-extensions 90,626 7.17/10 10 8 0 10 10 10 0 10 10 9 9 0 9 10
googleapis-common-protos 64,235,603 7.10/10 10 8 0 10 10 10 10 10 5 0 10 10 10
pyarrow 61,391,205 7.10/10 10 3 0 5 10 10 10 10 10 10 0 10 10 10
sqlalchemy-bigquery 1,273,599 7.10/10 10 8 0 10 10 10 0 10 10 5 0 10 0 10 10
pybigquery 247,655 7.10/10 10 8 0 10 10 10 0 10 10 5 0 10 0 10 10
edk2-pytool-library 88,874 7.10/10 10 8 0 9 10 10 0 10 10 9 9 0 9 10
google-cloud-bigquery 59,546,509 7.08/10 10 1 0 10 10 10 10 10 10 5 0 10 10 10
google-cloud-logging 7,486,422 7.08/10 10 1 0 10 10 10 10 10 10 5 0 10 10 10
cryptography 138,675,356 7.05/10 10 8 0 10 10 10 10 10 4 0 10 10 10
google-api-python-client 40,707,915 7.05/10 10 8 0 10 10 10 10 10 10 9 0 10 0 10
matplotlib 28,547,148 7.05/10 10 6 0 10 10 10 10 10 10 2 10 10 0 10
google-crc32c 20,593,306 7.05/10 10 8 0 9 10 10 10 10 9 10 2 0 10 0 10
codespell 281,543 7.05/10 10 8 0 10 10 10 0 10 10 10 7 0 0 8 0 10
trufflehog 90,166 7.03/10 10 6 0 9 10 10 0 10 10 10 5 9 9 0 0 10
google-auth 69,698,894 7.00/10 10 0 0 10 10 10 10 10 10 5 0 10 10 10
ansible-lint 880,107 6.97/10 10 8 2 3 10 10 0 10 10 10 7 10 10 0 10
brotli 4,117,790 6.95/10 10 3 0 6 10 10 10 10 7 10 0 10 0 10 10
google-cloud-aiplatform 3,977,554 6.95/10 10 8 0 8 10 10 0 10 10 5 0 10 10 10
zarr 97,640 6.95/10 10 8 0 10 10 10 10 10 10 7 10 0 0 10
pillow 44,976,601 6.92/10 10 0 2 7 10 10 10 10 10 7 0 10 10 10
marshmallow 22,963,655 6.90/10 10 3 0 9 10 10 0 10 10 10 0 10 10 10
amundsen-common 267,424 6.90/10 10 8 2 10 10 10 0 10 10 10 5 0 10 0 10
amundsen-databuilder 173,340 6.90/10 10 8 2 10 10 10 0 10 10 10 5 0 10 0 10
tink 892,728 6.88/10 9 0 0 10 10 10 10 10 10 9 10 10 0 0 10
google-cloud 4,664,019 6.85/10 10 8 0 10 10 10 0 10 10 0 0 10 10 10
docker-compose 1,587,003 6.85/10 10 8 0 10 10 10 0 10 10 10 0 0 0 10 10
dash 820,756 6.85/10 10 8 0 10 10 10 0 10 10 10 0 0 10 10
gcloud 240,359 6.85/10 10 8 0 10 10 10 0 10 10 0 0 10 10 10
google-auth-oauthlib 27,842,705 6.80/10 10 8 0 10 10 10 10 10 10 4 0 10 0 10
google-cloud-secret-manager 16,037,728 6.80/10 10 8 0 10 10 10 10 10 10 4 0 10 0 10
google-cloud-resource-manager 2,743,943 6.80/10 10 8 0 10 10 10 10 10 10 4 0 10 0 10
google-cloud-tasks 2,273,454 6.80/10 10 8 0 10 10 10 10 10 10 4 0 10 0 10
datadog-api-client 2,154,402 6.80/10 10 8 0 10 10 10 0 10 10 10 7 7 0 0 10
django-simple-history 541,216 6.80/10 10 6 0 10 10 10 0 10 10 10 7 10 0 10
pycep-parser 356,556 6.80/10 10 3 0 1 10 10 0 10 10 10 10 10 10 10
google-cloud-error-reporting 295,427 6.80/10 10 8 0 10 10 10 10 10 10 4 0 10 0 10
aiomysql 104,407 6.80/10 10 3 0 7 10 10 0 10 10 10 7 9 10 0 0 10
structlog 2,782,059 6.78/10 10 3 5 1 10 10 0 10 10 7 10 10 10 10
redis 23,037,303 6.75/10 10 1 0 10 10 10 10 10 10 5 10 0 9 10
aws-sam-translator 5,486,109 6.75/10 10 4 0 10 10 10 0 10 10 9 10 10 0 10
grpc-google-iam-v1 14,621,361 6.72/10 10 8 0 7 10 10 0 10 8 5 0 10 10 10
google-cloud-audit-log 2,312,407 6.72/10 10 8 0 10 10 10 0 10 5 5 0 10 10 10
scapy 1,710,607 6.72/10 10 8 0 7 10 0 10 10 10 7 10 0 10 10
google-cloud-firestore 4,462,081 6.70/10 10 8 0 10 10 10 10 10 10 2 0 10 0 10
ml-wrappers 114,154 6.70/10 10 8 0 10 10 0 0 10 10 10 7 10 10 0 10
proxy-py 88,220 6.70/10 10 4 0 6 10 10 0 10 10 10 5 9 10 0 0 10
dm-control 75,510 6.70/10 10 6 0 10 10 10 0 10 10 10 0 0 10 10
flask 38,858,491 6.67/10 10 3 0 6 10 10 10 10 10 7 0 9 6 0 10
pylint 10,439,417 6.67/10 10 7 5 9 10 10 0 10 10 5 8 9 0 10
google-resumable-media 37,467,598 6.65/10 10 8 0 10 10 10 10 10 8 4 0 10 0 10
kedro 411,157 6.65/10 10 9 5 10 10 10 0 10 10 2 0 0 10 10
google-cloud-iam 249,808 6.65/10 10 8 0 10 10 10 10 10 8 4 0 10 0 10
azure-core 50,186,797 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-storage-blob 34,647,211 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-common 31,559,609 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-identity 21,295,999 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-nspkg 10,195,054 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-resource 9,314,735 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-core 8,427,136 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-keyvault-secrets 7,626,739 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-storage-queue 7,254,108 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-storage 6,468,247 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-cosmos 6,214,222 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-keyvault 5,857,887 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-storage-file-datalake 5,828,055 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-keyvault 5,820,861 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-eventhub 5,688,635 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-authorization 5,642,371 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-keyvault-keys 5,396,247 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-containerregistry 5,367,775 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-graphrbac 5,280,694 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-network 4,442,662 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-nspkg 4,361,516 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-datalake-nspkg 4,164,154 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-data-tables 4,071,781 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-servicebus 3,735,180 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-compute 3,698,529 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-datalake-store 3,536,329 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-datalake-analytics 3,526,042 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-datafactory 3,404,530 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-cosmosdb 3,138,035 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-keyvault-certificates 3,123,899 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-batch 3,062,739 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-recoveryservices 3,053,037 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-msi 3,049,906 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-monitor 3,024,167 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-sql 2,989,612 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-signalr 2,981,402 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-containerinstance 2,968,804 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-web 2,939,997 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-batch 2,930,265 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-rdbms 2,923,709 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-containerservice 2,921,443 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-dns 2,917,701 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-eventhub 2,914,967 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-trafficmanager 2,905,875 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-cdn 2,902,980 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-eventgrid 2,902,818 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-redis 2,897,788 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-iothub 2,897,147 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-loganalytics 2,895,166 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-servicebus 2,877,176 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-devtestlabs 2,870,506 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-marketplaceordering 2,857,719 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-recoveryservicesbackup 2,856,863 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-cognitiveservices 2,854,327 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-search 2,848,163 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-eventgrid 2,824,895 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-applicationinsights 2,821,098 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-billing 2,813,902 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-media 2,811,180 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-iothubprovisioningservices 2,810,585 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-servicefabric 2,801,087 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-advisor 2,798,983 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-batchai 2,798,310 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-managementgroups 2,792,809 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-consumption 2,792,589 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-relay 2,788,987 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-loganalytics 2,770,068 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-policyinsights 2,765,176 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-iotcentral 2,763,320 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-datamigration 2,753,169 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-maps 2,751,740 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-reservations 2,502,915 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-storage-file-share 2,318,581 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-appconfiguration 2,306,941 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-storage 1,816,187 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-sqlvirtualmachine 1,679,898 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-hdinsight 1,678,909 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-synapse-spark 1,669,577 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-privatedns 1,662,773 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-apimanagement 1,647,040 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-netapp 1,644,312 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-kusto 1,642,194 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-security 1,638,142 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-managedservices 1,633,873 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-appconfiguration 1,632,429 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-synapse-artifacts 1,631,917 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-synapse 1,631,791 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-botservice 1,622,770 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-imagebuilder 1,619,844 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-redhatopenshift 1,613,540 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-deploymentmanager 1,604,793 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-synapse-accesscontrol 1,603,800 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-keyvault-administration 1,601,963 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-databoxedge 1,587,656 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-extendedlocation 1,579,708 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-servicefabricmanagedclusters 1,574,077 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-synapse-managedprivateendpoints 1,568,952 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-servicelinker 1,565,680 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure 1,551,806 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-subscription 1,502,139 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt 1,288,369 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-logic 1,228,566 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-notificationhubs 1,219,314 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-scheduler 1,215,432 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-servicemanagement-legacy 1,213,848 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-servicefabric 1,213,352 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-powerbiembedded 1,187,570 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-commerce 1,187,297 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-managementpartner 1,185,031 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-hanaonazure 1,184,297 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-machinelearningcompute 1,183,790 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-applicationinsights 1,162,408 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-devspaces 1,139,380 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
cloudformation-cli-python-plugin 687,959 6.62/10 10 9 0 10 10 10 0 10 10 9 0 10 0 10
azure-eventhub-checkpointstoreblob-aio 561,596 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
edgegrid-python 498,694 6.62/10 10 6 0 10 10 10 0 10 9 10 0 0 10 10
azure-eventhub-checkpointstoreblob 387,936 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-schemaregistry 306,852 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-schemaregistry-avroserializer 268,868 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-ai-metricsadvisor 219,167 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-search-documents 151,516 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-ai-textanalytics 141,814 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-mgmt-hybridcompute 136,685 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-monitor-query 130,880 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
azure-ai-formrecognizer 75,414 6.62/10 8 8 0 10 10 10 10 10 0 0 10 9 10
airflow-dbt 240,766 6.60/10 10 8 0 10 10 10 10 0 10 10 10 10
econml 82,500 6.60/10 10 8 0 10 10 0 0 10 10 10 0 10 10 10
msedge-selenium-tools 73,753 6.60/10 10 6 0 8 10 10 0 10 0 10 0 10 4 10 10
pytenable 59,163 6.60/10 10 8 0 10 10 0 10 10 10 7 8 10 0 10
google-cloud-ndb 207,750 6.58/10 10 1 0 10 10 10 0 10 10 5 0 10 10 10
requests 249,617,855 6.55/10 10 6 0 10 10 0 10 10 10 7 10 10 0 0 10
httpcore 10,147,545 6.55/10 10 8 0 10 10 10 0 10 10 9 0 10 0 10
httpx 8,717,536 6.55/10 10 8 0 10 10 10 0 10 10 9 0 10 0 10
pyroute2 264,242 6.55/10 10 3 0 6 10 10 0 10 10 9 10 0 0 9 10
wagtail 89,963 6.55/10 10 0 0 4 10 10 0 10 10 5 10 10 10 10
multidict 52,234,906 6.50/10 10 3 0 9 10 10 0 10 10 7 10 10 0 0 10
interpret-community 132,198 6.50/10 10 8 0 10 10 10 0 10 4 7 10 10 0 10
smdebug 81,544 6.50/10 10 0 0 10 10 10 0 10 10 5 0 10 0 10 10
filelock 46,616,572 6.47/10 10 0 0 6 10 10 10 10 9 10 7 0 10 0 10
starlette 9,366,647 6.47/10 10 8 0 9 10 10 10 10 9 0 10 0 10
checkov 4,623,645 6.47/10 10 6 2 3 10 10 0 10 10 10 0 10 10 0 10
tf2onnx 454,146 6.47/10 9 8 0 10 10 0 10 10 10 9 0 10 10
fonttools 16,073,250 6.45/10 10 3 0 5 10 10 0 10 10 7 10 0 10 10
auth0-python 370,559 6.45/10 10 8 0 10 10 10 0 10 10 7 0 10 0 10
charset-normalizer 204,601,878 6.42/10 10 8 0 3 10 10 10 10 10 7 10 0 0 10
async-timeout 52,520,347 6.42/10 10 3 0 10 10 10 0 10 8 7 10 10 0 0 10
google-cloud-core 37,510,401 6.42/10 10 8 0 10 10 10 10 10 5 4 0 10 0 10
sentry-sdk 16,069,934 6.42/10 10 8 0 5 10 10 0 10 10 7 7 10 0 0 10
twisted 2,703,183 6.42/10 10 1 0 10 10 0 0 10 10 10 7 0 10 10 10
petl 215,424 6.42/10 10 8 0 3 10 10 0 10 10 10 7 10 0 0 10
numcodecs 103,965 6.42/10 10 3 0 8 10 10 0 10 10 10 7 10 0 0 10
py-cord 90,566 6.42/10 8 7 0 6 10 10 0 10 10 7 10 10 0 0 10
jinja2 82,025,533 6.40/10 10 3 0 7 10 10 0 10 10 7 0 9 8 0 10
xgboost 8,265,745 6.40/10 10 3 0 9 10 10 0 10 10 0 0 10 0 10 10
uvicorn 8,262,431 6.40/10 10 6 0 10 10 10 0 10 10 9 0 10 0 10
mozilla-version 74,535 6.40/10 10 6 0 10 10 10 0 10 6 10 0 0 10 10
astroid 10,822,648 6.38/10 10 3 0 8 10 10 0 10 10 9 8 9 0 10
jpype1 3,867,449 6.38/10 5 0 0 10 10 10 0 10 10 10 10 0 0 10 10
graphene-django 231,652 6.38/10 10 8 0 9 10 10 0 10 10 10 7 0 0 0 10
frozenlist 45,621,519 6.35/10 10 3 0 7 10 10 0 10 10 7 10 10 0 0 10
aiosignal 43,989,415 6.35/10 10 3 0 7 10 10 0 10 10 7 10 10 0 0 10
aws-xray-sdk 3,082,415 6.35/10 10 8 0 10 10 10 0 10 10 5 0 10 0 10
dbt-core 2,411,330 6.35/10 10 8 0 10 10 10 0 10 10 10 5 0 0 0 0 10
dbt-postgres 1,229,518 6.35/10 10 8 0 10 10 10 0 10 10 10 5 0 0 0 0 10
skl2onnx 837,124 6.35/10 10 8 0 9 10 0 0 10 10 9 9 0 0 9 10
pymemcache 836,050 6.35/10 10 6 0 10 10 10 0 10 10 9 9 0 0 10
janus 274,072 6.35/10 10 0 0 10 10 10 0 10 10 7 10 10 0 10
aiojobs 251,130 6.35/10 10 3 0 7 10 10 0 10 10 7 10 10 0 0 10
dbt 117,366 6.35/10 10 8 0 10 10 10 0 10 10 10 5 0 0 0 0 10
aqtinstall 89,443 6.35/10 10 0 0 4 10 10 0 10 10 10 7 9 10 0 0 10
apache-bookkeeper-client 62,444 6.35/10 10 8 0 10 10 10 0 10 10 5 0 10 0 10
google-cloud-bigquery-storage 16,784,476 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-dlp 8,352,197 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
pandas-gbq 6,227,401 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 0 10
google-cloud-pubsublite 5,931,705 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
db-dtypes 5,217,768 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-kms 5,025,106 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-monitoring 4,094,060 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-vision 4,093,871 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-compute 4,049,338 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-dataproc 2,552,109 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-container 2,399,101 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-datacatalog 2,330,041 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-videointelligence 2,100,704 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-bigquery-datatransfer 2,074,629 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-language 2,040,210 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-workflows 2,020,664 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-redis 1,937,095 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-os-login 1,925,208 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-build 1,770,113 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-memcache 1,676,633 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-orchestration-airflow 1,532,579 6.30/10 10 8 0 10 10 10 0 10 10 4 10 0 10
google-cloud-dataproc-metastore 1,419,837 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-translate 1,394,599 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-trace 1,083,429 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-speech 884,264 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-recommendations-ai 878,344 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-texttospeech 768,323 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
bidict 734,477 6.30/10 10 3 5 0 10 10 0 10 10 10 5 10 9 0 10
neptune-client 552,002 6.30/10 10 6 0 10 10 10 0 10 10 10 7 0 0 0 10
wavefront-sdk-python 340,035 6.30/10 10 6 0 10 10 10 0 10 10 10 7 0 0 0 0 10
google-cloud-billing 240,803 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-analytics-data 209,142 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-dataflow-client 117,234 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
django-classy-tags 103,170 6.30/10 10 6 0 7 10 10 0 10 7 10 7 9 0 0 0 10
fairlearn 97,549 6.30/10 10 6 0 10 10 10 0 10 10 10 7 0 0 0 10
google-cloud-scheduler 92,001 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-private-ca 81,077 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-storage-transfer 69,885 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
pymongocrypt 68,712 6.30/10 9 6 0 9 10 10 0 10 10 5 0 0 0 10 10
google-cloud-notebooks 66,096 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-cloud-bigquery-reservation 58,843 6.30/10 10 8 0 10 10 10 0 10 10 4 0 10 0 10
google-api-core 189,330,198 6.28/10 10 1 0 10 10 10 10 10 10 4 0 10 0 10
google-cloud-pubsub 20,122,574 6.28/10 10 1 0 10 10 10 10 10 10 4 0 10 0 10
celery 4,642,270 6.28/10 10 3 5 9 10 10 0 10 10 0 10 10 0 10
onnx 2,066,369 6.28/10 10 8 5 10 10 0 0 10 10 7 9 10 0 0 10
cloudformation-cli 698,096 6.28/10 10 9 0 10 10 0 0 10 10 10 7 0 10 0 10
aws-cdk-lib 366,497 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-core 302,648 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-iam 289,135 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-s3 281,570 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-cx-api 280,431 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
setuptools-git-versioning 271,688 6.28/10 10 8 0 1 10 10 0 10 10 10 7 10 0 0 0 10
aws-cdk-cloud-assembly-schema 269,730 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-region-info 269,169 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-kms 268,244 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-events 267,667 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-ec2 266,559 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-lambda 265,558 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-cloudwatch 258,736 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-logs 255,597 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-s3-assets 245,815 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-sqs 242,420 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-applicationautoscaling 239,610 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-ecr 238,195 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-ssm 236,579 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-lambda-python-alpha 235,836 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-ecr-assets 232,506 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-efs 230,563 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-codeguruprofiler 229,702 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-autoscaling-common 227,278 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-sns 221,935 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-signer 216,465 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-assets 211,834 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-secretsmanager 200,004 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-sam 195,143 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-codestarnotifications 193,245 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-custom-resources 191,149 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-certificatemanager 186,203 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-route53 185,745 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-cloudformation 182,629 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-elasticloadbalancingv2 182,208 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-kinesis 169,717 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-stepfunctions 163,070 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-sns-subscriptions 161,480 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-cognito 156,747 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-autoscaling 156,446 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-elasticloadbalancing 149,138 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-dynamodb 146,237 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-apigateway 144,900 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-ecs 142,881 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-cloudfront 137,398 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-route53-targets 133,185 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-servicediscovery 128,504 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-codebuild 128,369 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-autoscaling-hooktargets 126,906 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-codecommit 124,527 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-events-targets 115,721 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-globalaccelerator 113,943 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-s3-notifications 106,903 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-acmpca 106,451 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-lambda-event-sources 96,104 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-codepipeline 86,586 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-kinesisfirehose 85,465 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-glue-alpha 85,464 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-apigatewayv2-alpha 84,436 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
pyvista 82,347 6.28/10 10 8 0 9 10 10 0 10 10 10 5 0 0 0 0 10
aws-cdk-aws-batch 81,179 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-glue 74,010 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-rds 72,464 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-ecs-patterns 70,842 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-cloudwatch-actions 68,184 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-apigatewayv2-integrations-alpha 66,851 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-aws-kinesisfirehose-alpha 64,708 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
aws-cdk-lambda-layer-awscli 58,988 6.28/10 1 8 0 10 10 10 0 10 10 5 0 10 8 0 10
papermill 886,934 6.25/10 10 8 0 8 10 10 0 10 10 7 9 0 0 10
cloudformation-cli-java-plugin 693,124 6.25/10 10 9 0 10 10 10 0 10 1 10 5 0 10 0 10
jupyterhub 131,024 6.25/10 10 0 0 10 10 10 0 10 10 10 5 0 10 0 10
lumigo-tracer 89,688 6.25/10 10 8 0 2 10 10 0 10 10 10 0 0 10 10
pyjwt 96,267,716 6.22/10 10 6 0 9 10 10 10 10 10 7 0 0 0 10
adal 22,303,836 6.22/10 10 7 0 5 10 10 10 10 1 10 0 0 0 10 10
google-cloud-appengine-logging 4,058,940 6.22/10 10 8 0 10 10 10 0 10 9 4 0 10 0 10
gcloud-aio-auth 501,331 6.22/10 10 8 0 5 10 10 0 0 10 10 0 0 10 10
gcloud-aio-storage 432,776 6.22/10 10 8 0 5 10 10 0 0 10 10 0 0 10 10
gcloud-aio-bigquery 386,028 6.22/10 10 8 0 5 10 10 0 0 10 10 0 0 10 10
aiobotocore 92,714,724 6.20/10 10 3 0 5 10 10 0 10 10 7 10 10 0 10
opensearch-py 13,900,902 6.20/10 10 6 0 10 10 10 10 10 5 0 10 0 10
argon2-cffi 8,363,174 6.20/10 10 1 5 3 10 10 0 10 9 7 10 10 10
prettytable 6,452,945 6.20/10 10 3 0 5 10 10 0 10 10 10 7 0 10 0 10
jira 3,929,107 6.20/10 10 8 0 8 10 10 0 10 10 10 5 0 0 0 0 10
google-cloud-automl 1,982,768 6.20/10 10 8 0 10 10 10 0 10 10 2 0 10 0 10
google-cloud-recaptcha-enterprise 978,183 6.20/10 10 8 0 10 10 10 0 10 10 2 0 10 0 10
streamlit 971,695 6.20/10 10 8 0 10 10 10 0 10 10 2 10 0 0 10
firebase-admin 845,104 6.20/10 10 8 0 10 10 0 0 10 10 10 7 10 0 0 10
django-oauth-toolkit 268,958 6.20/10 10 8 0 10 10 0 0 10 10 10 7 0 10 0 10
allennlp 94,327 6.20/10 10 8 0 8 10 10 0 10 10 10 5 0 0 10
paddlepaddle 83,693 6.20/10 10 8 0 10 10 0 0 10 10 2 0 10 10 10
aiohttp 54,131,049 6.17/10 10 3 0 6 10 10 10 10 10 5 10 0 0 10
werkzeug 48,489,953 6.17/10 10 3 0 4 10 10 10 10 7 0 9 8 0 10
geoip2 4,843,933 6.17/10 10 6 0 10 10 10 0 10 7 9 10 0 0 10
marshmallow-sqlalchemy 4,668,704 6.17/10 10 3 0 7 10 10 0 10 9 10 0 0 10 10
hydra-core 953,302 6.17/10 9 3 0 5 10 10 0 10 10 9 10 9 0 10
aws-lambda-builders 506,178 6.17/10 10 4 0 10 10 0 0 10 10 9 0 10 9 10
glean-parser 306,992 6.17/10 10 3 0 6 10 10 10 10 10 0 0 10 10
sqlalchemy-cockroachdb 166,544 6.17/10 10 6 0 8 10 10 0 10 5 10 0 0 10 10
opentelemetry-exporter-gcp-trace 83,051 6.17/10 10 1 0 10 10 10 0 10 10 7 0 0 10 10
blosc 71,805 6.17/10 10 0 0 9 10 10 0 10 10 10 7 8 0 0 10
applicationinsights 9,497,708 6.15/10 10 8 0 10 10 0 0 10 10 9 7 10 0 10
confluent-kafka 8,764,330 6.15/10 10 6 0 8 10 0 10 10 10 7 0 0 10 10
dask 7,172,002 6.15/10 10 0 0 8 10 10 10 10 10 7 0 9 0 10
cmake 2,083,709 6.15/10 10 3 0 7 10 10 0 10 10 10 7 0 0 4 0 10
ray 1,815,052 6.15/10 8 1 0 10 10 10 0 10 10 2 0 9 9 10
pybase64 365,720 6.15/10 10 8 0 6 10 10 0 10 10 10 7 0 0 0 0 10
tf-models-official 182,980 6.15/10 10 4 0 10 10 0 0 10 10 7 0 10 10 10
tf-models-nightly 63,726 6.15/10 10 4 0 10 10 0 0 10 10 7 0 10 10 10
tqdm 41,593,555 6.12/10 10 3 5 5 10 0 10 10 4 10 0 0 8 10 10
oauth2client 15,384,639 6.12/10 10 8 0 7 10 10 10 0 10 0 10 10 10
tox 8,904,309 6.12/10 10 0 0 7 10 10 10 10 10 7 10 0 10
dvc 1,519,632 6.12/10 10 3 0 4 10 10 0 10 10 10 7 10 0 0 0 10
kornia 945,837 6.12/10 10 6 0 9 10 10 0 10 10 10 5 0 0 0 0 10
flax 224,489 6.12/10 10 6 0 9 10 10 0 10 10 5 0 10 0 0 10
jupyterlab-git 89,416 6.12/10 10 1 0 6 10 10 0 10 10 10 7 0 10 0 10
libcst 8,944,048 6.10/10 10 3 0 9 10 10 0 10 10 10 0 9 0 10
google-cloud-bigtable 3,447,976 6.10/10 10 8 0 10 10 10 0 10 10 0 0 10 0 10
click-option-group 768,884 6.10/10 10 3 0 5 10 10 0 10 10 10 0 0 10 10
aliyun-python-sdk-core 593,504 6.10/10 10 8 0 0 10 10 0 10 10 10 0 0 10 10
tensorboard-plugin-profile 164,310 6.10/10 10 3 0 5 10 10 0 10 10 10 0 0 10 10
datamodel-code-generator 138,197 6.10/10 10 3 0 5 10 10 0 10 10 10 5 10 0 0 10
rasa 123,259 6.10/10 10 8 0 10 10 10 0 10 10 10 0 0 0 0 10
epsagon 120,780 6.10/10 10 8 0 9 10 10 0 10 1 10 0 0 10 10
dash-daq 107,182 6.10/10 10 8 0 10 10 10 0 10 0 10 0 0 0 10 10
datalab 77,331 6.10/10 10 8 0 10 10 10 0 10 0 10 0 0 10 10
unleashclient 73,520 6.10/10 10 8 0 6 10 10 0 10 10 7 9 0 0 10
factor-analyzer 68,789 6.10/10 10 8 0 10 10 0 0 10 10 10 0 0 0 10 10
awscli 177,853,158 6.08/10 10 6 0 7 10 10 0 10 10 7 10 0 0 10
scikit-learn 32,342,209 6.08/10 10 3 0 10 10 0 10 10 10 10 2 0 10 0 0 10
websockets 10,520,890 6.08/10 10 0 5 0 10 10 10 10 10 10 5 0 9 0 10
djangorestframework 4,367,853 6.08/10 10 3 0 10 10 10 0 10 10 7 0 10 0 10
arviz 1,050,585 6.08/10 10 6 0 9 10 0 0 10 10 5 0 9 0 10 10
aws-encryption-sdk 651,771 6.08/10 10 8 0 10 10 10 0 10 5 7 0 10 0 10
cyclonedx-python-lib 505,869 6.08/10 10 3 0 4 10 10 0 10 10 10 7 0 9 0 0 10
towncrier 78,359 6.08/10 10 3 0 10 10 0 0 10 10 10 7 0 0 10 10
apache-atlas 77,548 6.08/10 10 3 0 0 10 10 0 10 10 7 0 10 10 10
tensorboard 16,003,297 6.05/10 10 6 0 10 10 10 0 10 10 2 0 10 0 10
poetry-core 15,237,233 6.05/10 8 8 0 10 10 10 0 10 10 2 10 0 0 0 10
jupyter-core 13,432,866 6.05/10 10 3 0 5 10 10 0 10 10 7 7 10 0 0 10
tensorboard-data-server 7,295,124 6.05/10 10 6 0 10 10 10 0 10 10 2 0 10 0 10
ansible 4,167,681 6.05/10 10 3 2 9 10 0 10 10 10 7 0 0 10 10
loguru 3,182,125 6.05/10 10 3 0 3 10 10 0 10 10 7 10 10 0 10
ansible-core 2,096,380 6.05/10 10 3 2 9 10 0 10 10 10 7 0 0 10 10
prophet 1,288,483 6.05/10 10 3 0 5 10 10 0 10 10 10 5 0 9 0 0 10
tb-nightly 955,289 6.05/10 10 6 0 10 10 10 0 10 10 2 0 10 0 10
djangorestframework-simplejwt 775,263 6.05/10 10 6 0 10 10 0 0 10 10 10 7 0 10 0 10
django-stubs 418,586 6.05/10 10 0 0 8 10 10 0 10 10 9 0 0 10 10
django-stubs-ext 345,883 6.05/10 10 0 0 8 10 10 0 10 10 9 0 0 10 10
ansible-base 343,281 6.05/10 10 3 2 9 10 0 10 10 10 7 0 0 10 10
strawberry-graphql 228,285 6.05/10 10 8 0 6 10 10 0 10 10 5 10 0 0 0 10
awscrt 107,763 6.05/10 10 8 0 8 10 0 0 10 10 7 10 10 0 10
ibis-framework 102,976 6.05/10 10 8 0 8 10 10 0 10 10 5 7 0 0 0 10
django-hijack 71,810 6.05/10 10 0 0 8 10 10 0 10 10 7 7 10 0 10
elastic-apm 551,262 6.03/10 10 8 0 9 10 10 0 10 10 0 0 10 0 10
yagmail 141,917 6.03/10 10 0 0 7 10 10 0 10 10 10 0 0 10 10
lmfit 124,028 6.03/10 10 3 0 4 10 10 0 10 10 10 0 0 10 10
canmatrix 75,242 6.03/10 10 1 0 6 10 10 0 10 10 10 0 0 0 10 10
dnspython 16,089,703 6.00/10 10 3 0 3 10 10 0 10 10 7 9 10 0 10
mlflow 10,482,833 6.00/10 10 0 0 10 10 10 10 10 10 0 0 10 0 10
jupyterlab-server 1,812,308 6.00/10 10 1 0 5 10 10 0 10 10 7 9 10 0 0 10
mlflow-skinny 1,284,233 6.00/10 10 0 0 10 10 10 10 10 10 0 0 10 0 10
aioredis 1,191,621 6.00/10 10 6 0 10 10 10 0 10 0 7 9 10 0 0 10
cloudformation-cli-go-plugin 690,637 6.00/10 10 9 0 10 10 0 10 1 10 0 10 0 10 10
google-cloud-dns 256,959 6.00/10 10 8 0 10 10 10 0 10 6 4 0 10 0 10
pymilvus 208,863 6.00/10 10 2 0 10 10 10 10 10 10 7 0 0 0 10
libhoney 189,283 6.00/10 10 8 0 10 10 10 0 10 10 5 0 3 0 0 10
aiohttp-jinja2 162,981 6.00/10 10 3 0 9 10 10 0 10 10 7 10 0 10
platformdirs 48,495,846 5.97/10 10 0 0 5 10 10 0 10 10 10 7 0 10 0 10
connexion 6,411,346 5.97/10 10 6 0 9 10 0 0 10 10 10 7 0 10 0 10
cloudformation-cli-typescript-plugin 687,592 5.97/10 10 10 0 10 10 10 0 10 5 2 0 10 0 0 10
jupytext 531,947 5.97/10 10 3 0 2 10 10 0 10 10 10 7 10 0 0 10
jaxlib 494,936 5.97/10 10 3 0 10 10 10 0 10 10 5 0 10 0 10
duckdb-engine 281,572 5.97/10 10 3 2 8 10 10 0 10 10 7 10 0 0 10
scipy 43,173,808 5.95/10 10 3 0 9 10 0 0 10 10 7 0 9 0 10 10
proto-plus 34,790,788 5.95/10 10 8 0 10 10 10 0 10 2 9 0 10 0 10
cfn-lint 24,365,995 5.95/10 10 3 0 3 10 10 0 10 10 10 5 0 10 0 10
azure-cli-core 4,076,964 5.95/10 4 2 0 10 10 10 0 10 10 0 10 0 10 10
azure-cli-telemetry 3,178,158 5.95/10 4 2 0 10 10 10 0 10 10 0 10 0 10 10
azure-cli 2,761,541 5.95/10 4 2 0 10 10 10 0 10 10 0 10 0 10 10
acryl-datahub 1,560,893 5.95/10 0 6 0 10 10 10 0 10 10 10 5 0 10 0 10
azure-cli-nspkg 1,330,607 5.95/10 4 2 0 10 10 10 0 10 10 0 10 0 10 10
opentelemetry-instrumentation 1,147,033 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-util-http 1,032,529 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
allure-python-commons 881,253 5.95/10 10 8 0 10 10 10 10 10 7 0 0 0 10
allure-pytest 776,119 5.95/10 10 8 0 10 10 10 10 10 7 0 0 0 10
opentelemetry-instrumentation-asgi 639,213 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
rdflib 549,157 5.95/10 10 3 2 9 10 10 0 10 10 10 5 0 0 0 0 10
opentelemetry-instrumentation-grpc 472,391 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-sqlalchemy 450,315 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-wsgi 450,232 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-requests 448,152 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-botocore 432,164 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
openai 379,334 5.95/10 10 6 0 10 10 0 0 10 10 10 0 0 10 10
opentelemetry-instrumentation-dbapi 376,465 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
fastai 373,970 5.95/10 10 0 0 8 10 10 0 10 10 7 0 0 10 10
opentelemetry-instrumentation-logging 368,488 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-urllib3 368,303 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-aiohttp-client 365,189 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-fastapi 328,110 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-asyncpg 297,789 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-starlette 290,924 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-flask 281,564 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
dbt-spark 279,421 5.95/10 10 8 0 10 10 10 0 10 10 7 0 0 0 10
opentelemetry-instrumentation-redis 269,535 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-distro 241,956 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-urllib 235,051 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-psycopg2 234,391 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-sqlite3 224,618 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-jinja2 219,789 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
conda 219,032 5.95/10 8 8 0 10 10 10 0 10 10 10 0 0 0 0 10
acryl-datahub-airflow-plugin 205,013 5.95/10 0 6 0 10 10 10 0 10 10 10 5 0 10 0 10
opentelemetry-instrumentation-elasticsearch 202,602 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-propagator-aws-xray 187,589 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-celery 174,078 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-aws-lambda 157,228 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
django-bootstrap4 145,404 5.95/10 10 8 0 10 10 10 0 10 10 7 0 0 0 10
opentelemetry-instrumentation-kafka-python 137,131 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-pymongo 132,596 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
honeycomb-beeline 132,301 5.95/10 10 6 0 10 10 10 0 10 10 7 0 3 0 0 10
opentelemetry-instrumentation-sklearn 125,852 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-django 118,258 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-boto 101,267 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-pymysql 100,852 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-sdk-extension-aws 100,029 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
allure-behave 95,154 5.95/10 10 8 0 10 10 10 10 10 7 0 0 0 10
opentelemetry-instrumentation-tornado 81,901 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-httpx 79,042 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
plivo 75,013 5.95/10 10 8 0 10 10 10 0 10 10 7 0 0 0 10
rasa-sdk 73,697 5.95/10 10 8 0 8 10 10 0 10 10 10 0 0 0 0 10
opentelemetry-instrumentation-mysql 70,479 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-pymemcache 68,522 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-pika 63,453 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
cirq-google 60,768 5.95/10 10 8 0 10 10 10 0 10 10 7 0 0 0 0 10
opentelemetry-instrumentation-falcon 60,526 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-pyramid 60,396 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
opentelemetry-instrumentation-aiopg 59,670 5.95/10 10 8 0 10 10 0 0 10 10 5 7 10 0 10
cirq-core 58,881 5.95/10 10 8 0 10 10 10 0 10 10 7 0 0 0 0 10
pytest-asyncio 3,923,897 5.92/10 10 3 0 8 10 10 0 10 10 10 7 0 0 0 0 10
python-telegram-bot 661,437 5.92/10 10 3 2 8 10 10 0 10 10 7 0 0 6 0 10
neo4j 481,178 5.92/10 10 3 0 8 10 0 0 10 10 7 0 10 10 10
scmrepo 448,887 5.92/10 10 6 0 5 10 10 0 10 10 10 7 0 0 0 10
dvc-render 324,643 5.92/10 10 6 0 5 10 10 0 10 10 10 7 0 0 0 10
neo4j-driver 181,967 5.92/10 10 3 0 8 10 0 0 10 10 7 0 10 10 10
tendo 158,107 5.92/10 10 8 0 3 10 10 0 10 10 10 7 0 0 0 0 10
google-cloud-runtimeconfig 118,881 5.92/10 10 8 0 10 10 10 0 10 5 4 0 10 0 10
django-select2 91,147 5.92/10 10 6 0 5 10 10 0 10 10 7 0 10 0 10
kedro-viz 90,351 5.92/10 10 9 0 10 10 10 0 10 10 5 0 0 0 10
aiohttp-session 71,147 5.92/10 10 3 0 8 10 10 0 10 10 7 10 0 0 10
python-gitlab 2,575,658 5.90/10 10 3 0 9 10 10 0 10 10 10 5 0 0 0 0 10
py-spy 795,669 5.90/10 10 3 0 3 10 10 0 10 8 10 7 0 10 0 0 10
pyinstaller 764,663 5.90/10 0 8 0 8 10 10 0 10 10 5 0 10 6 0 10
advertools 92,193 5.90/10 10 0 0 1 10 10 0 10 10 9 9 0 9 10
fastapi 8,578,004 5.88/10 10 3 0 2 10 10 0 10 10 10 5 0 10 0 10
tensorflow-hub 4,535,042 5.88/10 10 5 0 10 10 0 0 10 10 10 0 0 10 10
build 4,086,467 5.88/10 10 8 0 9 10 10 0 10 10 7 0 0 0 10
pydeprecate 1,632,040 5.88/10 10 1 2 5 10 10 0 10 7 10 7 10 0 0 10
cmd2 1,593,954 5.88/10 10 8 0 4 10 10 0 10 7 9 10 0 0 10
onnxconverter-common 857,833 5.88/10 10 0 0 10 10 0 0 10 4 9 9 10 0 9 10
python-benedict 779,213 5.88/10 10 6 0 3 10 10 0 10 10 7 9 3 0 10
rq 605,100 5.88/10 10 0 0 5 10 10 10 10 10 5 10 0 0 10
django-rq 121,819 5.88/10 10 0 0 7 10 10 0 10 10 7 0 0 10 10
sphinx-notfound-page 119,236 5.88/10 10 8 0 6 10 10 0 10 1 10 0 0 10 10
delphi-epidata 86,373 5.88/10 10 6 0 9 10 10 0 10 10 10 0 0 0 0 0 10
cached-path 79,276 5.88/10 10 8 0 9 10 10 0 10 10 7 0 0 0 10
django-bootstrap3 71,392 5.88/10 10 8 0 9 10 10 0 10 10 7 0 0 0 10
knack 5,702,252 5.85/10 10 8 0 10 10 0 0 10 0 10 0 10 10 10
ml-metadata 902,336 5.85/10 10 0 0 10 10 0 0 10 10 7 0 10 0 10 10
analytics-python 858,706 5.85/10 10 6 0 7 10 10 0 10 5 5 0 0 10 10
sphinx-copybutton 464,383 5.85/10 10 8 0 5 10 10 0 10 7 10 7 0 0 0 10
scikit-build 419,513 5.85/10 10 3 0 4 10 10 0 10 10 10 7 0 0 3 0 10
segment-analytics-python 314,049 5.85/10 10 6 0 7 10 10 0 10 5 5 0 0 10 10
aws-embedded-metrics 155,606 5.85/10 10 9 0 6 10 0 0 10 5 7 0 10 10 10
aiorwlock 147,986 5.85/10 10 0 0 10 10 10 0 10 10 7 10 0 10
cli-helpers 137,655 5.85/10 10 0 0 5 10 10 0 10 3 10 10 0 10 10
pyqtgraph 89,331 5.85/10 10 3 0 7 10 10 0 10 10 7 10 0 0 10
sphinx-toolbox 74,342 5.85/10 10 8 0 2 10 10 0 10 10 10 7 0 0 0 0 10
vector 70,843 5.85/10 10 3 0 7 10 10 0 10 10 10 7 0 0 0 10
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jsonschema 59,133,917 5.83/10 10 3 0 0 10 10 0 10 10 10 7 0 10 0 10
kfp-server-api 3,406,400 5.83/10 10 3 0 8 10 10 0 10 10 0 0 10 10
kfp-pipeline-spec 3,078,861 5.83/10 10 3 0 8 10 10 0 10 10 0 0 10 10
webdriver-manager 1,161,738 5.83/10 10 3 0 2 10 10 0 10 10 10 7 7 0 0 10
aws-sam-cli 1,077,483 5.83/10 7 4 0 10 10 10 0 10 10 5 0 10 0 0 10
playwright 798,942 5.83/10 10 3 0 8 10 10 0 10 10 5 0 10 0 10
visions 760,348 5.83/10 10 3 0 0 10 10 0 10 10 10 7 10 0 0 10
polling2 449,952 5.83/10 10 6 0 1 10 10 0 10 10 7 10 4 0 10
kopf 325,236 5.83/10 10 3 0 4 10 0 0 10 10 10 7 10 9 0 10
datadog-lambda 324,602 5.83/10 10 8 0 7 10 10 0 10 10 0 9 0 0 10
pvlib 200,042 5.83/10 10 3 0 10 10 0 0 10 10 10 7 10 0 0 10
amazon-ion 141,434 5.83/10 10 6 0 9 10 10 0 10 0 7 7 10 0 10
jsonnet 141,136 5.83/10 10 0 0 3 10 0 10 10 10 7 0 10 0 10 10
dask-gateway 103,680 5.83/10 10 0 0 5 10 10 0 10 10 10 5 0 9 0 10
censys 100,588 5.83/10 10 6 0 9 10 10 0 10 10 9 0 0 0 10
django-structlog 93,886 5.83/10 10 3 0 8 10 10 0 10 10 10 5 0 0 0 10
google-cloud-pipeline-components 74,320 5.83/10 10 3 0 8 10 10 0 10 10 0 0 10 10
pyopenssl 46,681,851 5.80/10 10 6 0 10 10 10 0 10 10 7 0 0 0 10
bcrypt 30,521,941 5.80/10 10 6 0 10 10 10 0 10 10 7 0 0 0 10
cachelib 5,112,460 5.80/10 10 3 0 7 10 10 0 10 10 7 0 9 0 10
humanize 3,542,258 5.80/10 10 3 0 7 10 10 0 10 10 7 0 9 0 10
sphinx-rtd-theme 2,701,449 5.80/10 10 8 0 8 10 0 0 10 10 7 0 0 10 10
google-ads 2,648,012 5.80/10 10 8 0 10 10 0 0 10 6 10 0 0 10 10
pikepdf 324,624 5.80/10 10 3 0 1 10 10 0 10 10 10 7 8 0 0 10
pytest-playwright 253,912 5.80/10 10 8 0 5 10 10 0 10 5 9 10 0 10
pipelinewise-singer-python 185,017 5.80/10 10 8 0 10 10 10 0 10 0 9 0 10 0 10
easyocr 127,430 5.80/10 10 0 0 6 10 10 0 10 10 7 0 0 0 10 10
keplergl 113,187 5.80/10 10 6 0 10 10 10 0 10 10 7 0 0 0 10
sphinx-prompt 76,109 5.80/10 10 3 0 7 10 10 0 10 10 7 9 0 0 10
facebook-scraper 59,791 5.80/10 10 0 0 4 10 10 0 10 10 10 0 0 10 10
snowflake-connector-python 22,448,713 5.78/10 10 8 0 9 10 10 10 10 5 0 0 10
terminado 8,286,038 5.78/10 10 3 0 6 10 10 0 10 10 7 0 10 0 0 10
identify 5,754,473 5.78/10 10 0 0 7 10 0 10 10 10 0 10 10 10
google-cloud-spanner 5,252,677 5.78/10 10 1 0 10 10 10 0 10 10 4 10 0 10
pybind11 3,726,739 5.78/10 10 1 0 8 10 10 0 10 10 10 7 0 0 0 10
google-cloud-datastore 3,008,847 5.78/10 10 1 0 10 10 10 0 10 10 4 0 10 0 10
geopandas 2,684,849 5.78/10 10 1 0 8 10 10 0 10 10 10 7 0 0 0 0 10
google-cloud-dataplex 1,493,745 5.78/10 10 1 0 10 10 10 0 10 10 4 0 10 0 10
flake8-return 184,052 5.78/10 10 3 0 6 10 10 0 10 10 9 8 0 0 10
airtable-python-wrapper 139,951 5.78/10 10 3 0 6 10 10 0 10 10 10 7 0 0 0 10
blspy 91,345 5.78/10 10 6 0 10 10 10 0 10 3 7 10 0 0 10
cibuildwheel 60,799 5.78/10 10 0 0 9 10 10 0 10 10 10 7 0 0 10
transformers 7,766,763 5.75/10 10 1 0 9 10 10 0 10 10 10 5 0 0 0 10
cx-oracle 2,542,003 5.75/10 10 0 0 0 10 0 10 10 10 10 0 10 10 10
channels 442,045 5.75/10 10 3 0 5 10 10 0 10 10 9 0 9 0 10
limits 349,131 5.75/10 10 0 0 2 10 10 0 10 10 10 7 10 0 0 0 10
line-bot-sdk 334,249 5.75/10 10 6 0 8 10 10 0 10 10 9 0 0 0 10
z3-solver 221,107 5.75/10 10 0 0 0 10 10 0 10 10 10 5 0 0 0 10 10
domdf-python-tools 159,337 5.75/10 10 1 0 2 10 10 0 10 9 10 7 10 0 0 0 10
pytorch-pretrained-bert 147,154 5.75/10 10 1 0 9 10 10 0 10 10 10 5 0 0 0 10
python-lsp-server 97,801 5.75/10 10 6 0 8 10 10 0 10 10 9 0 0 0 10
ntc-templates 94,529 5.75/10 10 0 0 10 10 10 0 10 10 10 5 0 0 0 0 10
qiskit-terra 88,523 5.75/10 10 8 2 10 10 10 0 10 10 2 0 0 0 10
horovod 76,708 5.75/10 10 1 0 9 0 10 0 10 10 10 0 9 4 8 10
traitlets 19,157,761 5.72/10 10 3 0 6 10 10 0 10 10 7 0 9 0 10
kubernetes 12,072,571 5.72/10 10 3 0 10 10 10 0 10 10 0 0 10 0 10
plotly 6,490,794 5.72/10 10 1 0 2 10 10 0 10 10 10 0 10 10
geomet 1,355,955 5.72/10 10 3 0 10 10 0 0 10 10 10 0 10 10
c7n 939,931 5.72/10 10 8 5 10 10 10 0 10 10 0 0 0 0 10
c7n-org 836,594 5.72/10 10 8 5 10 10 10 0 10 10 0 0 0 0 10
dash-html-components 756,300 5.72/10 10 6 0 7 10 10 0 10 0 10 0 10 10
jupyter-dash 330,798 5.72/10 10 0 0 9 10 10 0 10 4 10 0 0 0 10 10
flask-restplus 223,300 5.72/10 10 3 0 10 10 10 0 10 0 10 0 0 10 10
glances 209,884 5.72/10 10 0 2 1 10 10 0 10 10 10 5 8 4 0 0 10
tensorflowonspark 171,922 5.72/10 9 6 0 8 10 10 0 10 0 10 0 0 10 10
chart-studio 114,593 5.72/10 10 1 0 2 10 10 0 10 10 10 0 10 10
tf-agents 108,550 5.72/10 10 3 0 10 10 0 0 10 10 10 0 0 10 10
mleap 98,928 5.72/10 10 8 0 5 10 0 10 10 10 0 10 10
oic 98,071 5.72/10 10 8 0 5 10 10 0 10 10 0 10 0 0 10
c7n-mailer 78,742 5.72/10 10 8 5 10 10 10 0 10 10 0 0 0 0 10
art 64,860 5.72/10 10 6 0 10 10 10 0 10 9 7 0 0 0 10
file-read-backwards 59,097 5.72/10 10 3 0 10 10 10 0 10 0 10 0 0 10 10
pre-commit 5,458,484 5.70/10 10 0 0 8 10 0 0 10 10 7 0 10 0 10 10
opentelemetry-sdk 3,919,478 5.70/10 10 2 0 10 10 0 0 10 10 9 7 10 0 10
opentelemetry-api 3,441,665 5.70/10 10 2 0 10 10 0 0 10 10 9 7 10 0 10
opentelemetry-semantic-conventions 2,453,642 5.70/10 10 2 0 10 10 0 0 10 10 9 7 10 0 10
kazoo 2,018,714 5.70/10 10 8 0 10 10 0 0 10 10 10 7 0 0 0 10
opentelemetry-proto 1,829,287 5.70/10 10 2 0 10 10 0 0 10 10 9 7 10 0 10
newrelic 1,658,330 5.70/10 10 8 0 10 10 0 0 10 10 7 0 10 0 10
opentelemetry-exporter-otlp-proto-http 1,467,602 5.70/10 10 2 0 10 10 0 0 10 10 9 7 10 0 10
opentelemetry-exporter-otlp-proto-grpc 990,327 5.70/10 10 2 0 10 10 0 0 10 10 9 7 10 0 10
opentelemetry-exporter-otlp 707,483 5.70/10 10 2 0 10 10 0 0 10 10 9 7 10 0 10
python-fsutil 584,852 5.70/10 10 6 0 0 10 10 0 10 10 7 10 3 0 10
inquirer 580,055 5.70/10 10 3 0 5 10 10 0 10 10 10 7 0 0 0 10
eth-account 482,204 5.70/10 10 0 0 9 10 10 0 10 7 5 0 0 10 10
pysaml2 455,829 5.70/10 10 3 0 3 10 0 0 10 10 10 0 10 10 10
github3-py 438,510 5.70/10 10 8 0 10 10 0 0 10 10 7 10 0 0 10
pipx 393,073 5.70/10 10 0 0 8 10 10 0 10 10 10 7 0 0 0 10
acme 298,469 5.70/10 10 8 0 10 10 0 0 10 10 2 0 0 0 10 10
detect-secrets 294,959 5.70/10 10 0 0 8 10 10 0 10 10 10 7 0 0 0 10
certbot 227,073 5.70/10 10 8 0 10 10 0 0 10 10 2 0 0 0 10 10
opentelemetry-exporter-jaeger-thrift 178,714 5.70/10 10 2 0 10 10 0 0 10 10 9 7 10 0 10
tensorstore 170,515 5.70/10 10 0 0 10 10 0 0 10 10 10 9 0 10 0 10
opentelemetry-exporter-jaeger 166,091 5.70/10 10 2 0 10 10 0 0 10 10 9 7 10 0 10
opentelemetry-exporter-jaeger-proto-grpc 162,760 5.70/10 10 2 0 10 10 0 0 10 10 9 7 10 0 10
atc-dataplatform 156,017 5.70/10 10 8 0 10 10 0 0 10 10 10 7 0 0 0 10
certbot-nginx 104,896 5.70/10 10 8 0 10 10 0 0 10 10 2 0 0 0 10 10
crowdstrike-falconpy 103,026 5.70/10 10 6 0 2 10 10 0 10 10 7 10 0 10
pytorch-forecasting 96,953 5.70/10 10 8 0 10 10 10 0 10 10 2 0 0 10
certbot-apache 95,055 5.70/10 10 8 0 10 10 0 0 10 10 2 0 0 0 10 10
opentelemetry-exporter-prometheus 93,014 5.70/10 10 2 0 10 10 0 0 10 10 9 7 10 0 10
letsencrypt 92,601 5.70/10 10 8 0 10 10 0 0 10 10 2 0 0 0 10 10
grafanalib 89,900 5.70/10 10 0 0 8 10 10 10 10 10 7 0 0 10
opentelemetry-propagator-b3 85,384 5.70/10 10 2 0 10 10 0 0 10 10 9 7 10 0 10
google-gax 77,603 5.70/10 10 8 0 8 10 0 0 10 0 10 0 10 10 10
flake8-pyi 73,880 5.70/10 10 0 0 8 10 0 0 10 10 10 7 0 10 10
dynamodb-encryption-sdk 64,358 5.70/10 10 8 0 10 10 10 0 10 0 7 10 0 10
sagemaker-pyspark 62,193 5.70/10 10 8 0 3 10 0 0 10 5 10 0 10 10 10
opentelemetry-exporter-zipkin-json 59,867 5.70/10 10 2 0 10 10 0 0 10 10 9 7 10 0 10
opentelemetry-exporter-zipkin-proto-http 58,615 5.70/10 10 2 0 10 10 0 0 10 10 9 7 10 0 10
black 12,518,263 5.67/10 10 0 0 9 10 10 0 10 10 10 5 0 0 0 0 10
policy-sentry 393,223 5.67/10 10 0 0 4 10 10 0 10 9 10 5 0 9 0 10
flake8-tidy-imports 320,585 5.67/10 10 3 0 4 10 10 0 10 10 9 0 9 0 10
pythainlp 119,575 5.67/10 9 0 2 0 10 10 0 10 10 10 5 10 4 0 10
python-amazon-sp-api 108,909 5.67/10 10 0 0 9 10 10 0 10 10 7 8 0 0 10
click 85,761,033 5.65/10 10 3 0 5 10 10 0 10 10 7 0 9 0 10
prometheus-client 16,438,958 5.65/10 10 0 0 6 10 0 0 10 10 10 9 10 10
sphinx 6,972,105 5.65/10 10 3 0 1 10 10 0 10 10 7 0 10 10
pygithub 6,711,627 5.65/10 10 8 0 6 10 10 0 10 10 7 0 0 0 10
constructs 5,357,517 5.65/10 10 6 0 10 0 10 0 10 10 5 0 10 6 10
cheroot 2,606,929 5.65/10 10 8 2 2 10 0 0 10 10 10 7 10 0 0 0 10
python-socketio 963,683 5.65/10 10 0 0 6 10 10 0 10 10 9 0 10 0 10
dparse 689,739 5.65/10 10 6 0 0 10 10 0 10 10 10 9 0 0 0 10
onnxmltools 513,786 5.65/10 10 1 0 9 10 0 0 10 6 10 9 0 0 10 10
pytest-otel 118,472 5.65/10 8 8 0 6 10 10 0 10 10 0 0 10 0 10
mujoco 92,922 5.65/10 10 6 0 10 10 0 0 10 10 9 0 10 0 0 10
dynamic-yaml 68,477 5.65/10 10 6 0 0 10 10 0 10 10 10 9 0 0 0 10
rethinkdb 61,167 5.65/10 10 6 0 6 10 10 0 10 0 10 0 0 10 10
tabulate 40,054,997 5.62/10 10 0 0 5 10 0 10 10 10 10 0 0 10 10
debugpy 10,625,226 5.62/10 0 3 0 7 10 0 0 10 10 9 10 10 9 10
gtts 172,187 5.62/10 10 3 0 4 10 10 0 10 10 10 7 0 0 0 10
newrelic-airflow-plugin 138,427 5.62/10 10 8 0 7 10 0 0 10 0 10 0 10 10 10
ariadne 114,007 5.62/10 10 1 0 6 10 10 0 10 10 10 7 0 0 0 10
mirakuru 111,418 5.62/10 10 3 0 10 10 10 0 10 10 8 0 0 10
dvc-task 74,910 5.62/10 10 3 0 4 10 10 0 10 10 10 7 0 0 0 10
tortoise-orm 65,478 5.62/10 10 1 0 6 10 10 0 10 10 10 7 0 0 0 0 10
vt-py 61,680 5.62/10 10 8 0 9 10 0 0 10 10 10 7 0 0 0 10
contentful 60,347 5.62/10 10 0 0 5 10 0 0 10 10 10 0 10 10 10
tornado 20,090,110 5.60/10 10 3 0 5 10 10 0 10 10 10 5 0 0 0 10
typing 7,445,045 5.60/10 10 3 0 9 10 0 0 10 10 9 0 0 10 10
lightgbm 5,969,439 5.60/10 10 8 0 10 10 0 0 10 10 5 0 10 0 0 10
django-cors-headers 2,459,589 5.60/10 10 3 0 3 10 10 0 10 10 9 0 9 0 10
dirac 675,729 5.60/10 10 6 0 8 10 0 0 10 10 10 7 0 4 0 10
flake8-comprehensions 642,102 5.60/10 10 3 0 3 10 10 0 10 10 9 0 9 0 10
ec2-metadata 593,959 5.60/10 10 3 0 3 10 10 0 10 10 9 0 9 0 10
pytest-randomly 508,203 5.60/10 10 3 0 3 10 10 0 10 10 9 0 9 0 10
semgrep 337,410 5.60/10 10 1 0 1 10 10 0 10 10 10 5 0 9 0 0 10
pantsbuild-pants 304,073 5.60/10 10 8 0 10 10 10 0 10 10 0 0 0 0 0 10
sorl-thumbnail 122,382 5.60/10 10 6 0 10 10 0 0 10 4 10 7 0 10 0 10
flake8-no-pep420 65,018 5.60/10 10 3 0 3 10 10 10 10 9 0 9 0 10
wechatpy 59,773 5.60/10 10 3 0 7 10 10 0 10 0 10 7 10 0 0 10
markupsafe 82,029,347 5.58/10 10 3 0 8 10 10 0 10 6 7 0 9 0 10
jupyterlab-widgets 7,397,769 5.58/10 10 3 0 10 10 10 0 10 10 7 0 0 0 10
semver 6,684,542 5.58/10 10 3 0 2 10 10 0 10 10 9 10 0 0 10
trio 4,533,031 5.58/10 10 3 0 10 10 10 0 10 10 7 0 0 0 10
distributed 4,239,720 5.58/10 10 0 0 7 10 10 0 10 10 7 0 9 0 10
pycaret 761,167 5.58/10 10 6 0 7 10 0 0 10 10 10 5 7 0 0 0 10
molecule 444,621 5.58/10 10 2 0 9 10 10 0 10 10 10 0 0 10
modin 289,029 5.58/10 10 1 0 10 10 10 0 10 10 0 10 0 0 10
ulid-py 229,557 5.58/10 10 8 0 3 10 10 0 10 0 10 0 0 10 10
drift-python 121,394 5.58/10 10 6 0 5 10 10 0 10 0 10 0 10 10
pypcap 119,297 5.58/10 10 0 0 6 10 0 0 10 7 10 0 0 8 10 10
couchbase 111,636 5.58/10 10 3 0 10 10 0 0 10 10 7 0 0 10 10
pillow-heif 109,798 5.58/10 10 1 0 0 10 10 10 10 10 5 0 10 0 0 10
flask-debugtoolbar 104,211 5.58/10 10 6 0 5 10 0 0 10 10 10 0 0 10 10
node2vec 97,377 5.58/10 10 0 0 5 10 10 0 10 6 10 0 10 10
doc-warden 94,810 5.58/10 3 8 0 10 10 10 0 10 10 0 0 10 0 10
mimesis 79,837 5.58/10 10 3 0 4 10 10 0 10 10 7 9 0 0 0 10
tox-monorepo 75,229 5.58/10 3 8 0 10 10 10 0 10 10 0 0 10 0 10
starlette-context 73,330 5.58/10 10 0 0 6 10 10 0 10 5 10 5 10 0 0 10
gitpython 26,553,011 5.55/10 10 0 0 6 10 10 0 10 10 7 0 10 0 10
bleach 12,609,724 5.55/10 10 8 0 5 10 0 10 10 5 9 0 10 0 10
statsmodels 8,213,147 5.55/10 10 0 0 6 10 10 0 10 10 7 10 0 0 0 10
behave 1,048,685 5.55/10 10 0 0 0 10 10 0 10 10 9 7 10 0 10
serverlessrepo 359,229 5.55/10 10 6 0 8 10 0 0 10 0 10 0 10 10 10
prefect 347,385 5.55/10 10 6 0 10 0 10 0 10 10 10 5 7 0 0 10
nox-poetry 233,885 5.55/10 10 3 0 9 10 10 0 10 4 10 7 0 0 0 10
aiopg 146,648 5.55/10 10 3 0 2 10 10 0 10 3 9 10 10 0 0 10
betterproto 141,284 5.55/10 10 6 0 10 10 10 0 0 10 7 0 0 0 10
symspellpy 128,933 5.55/10 10 0 0 6 10 10 0 10 10 10 7 0 0 0 10
django-two-factor-auth 84,265 5.55/10 10 6 0 10 10 0 0 10 10 10 7 0 0 0 10
awsiotsdk 72,692 5.55/10 10 8 0 8 10 0 0 10 10 7 0 10 0 10
python-vagrant 71,665 5.55/10 10 6 0 10 10 0 0 10 10 10 7 0 0 0 10
flake8-encodings 63,410 5.55/10 10 8 0 4 10 10 0 10 4 10 7 0 0 0 0 10
pydeck 900,025 5.53/10 10 8 0 9 10 10 0 10 10 0 0 0 0 10
multimethod 677,909 5.53/10 10 3 0 1 10 10 0 10 5 10 7 10 0 0 10
webargs 583,604 5.53/10 10 3 0 8 10 10 0 10 10 9 0 0 0 10
sqlfluff 488,943 5.53/10 10 8 0 9 10 10 10 10 5 0 0 0 10
pyinstrument 369,871 5.53/10 10 3 0 4 10 10 0 10 10 10 5 0 0 0 10
pymc3 349,616 5.53/10 10 1 0 10 10 10 10 10 5 0 9 0 10
btrees 345,557 5.53/10 10 8 0 1 10 0 0 10 10 10 7 10 0 10
sqlmodel 344,714 5.53/10 10 3 0 4 10 10 0 10 10 5 0 10 0 10
openml 180,308 5.53/10 10 7 0 10 10 0 0 10 10 10 5 0 0 0 10
sqlfluff-templater-dbt 172,311 5.53/10 10 8 0 9 10 10 10 10 5 0 0 0 10
django-mysql 169,782 5.53/10 10 3 0 2 10 10 0 10 10 9 0 9 0 10
pysolr 169,772 5.53/10 10 8 0 7 10 10 0 10 0 9 9 0 0 10
google-play-scraper 127,581 5.53/10 10 8 0 3 10 10 0 10 10 9 0 0 10
mediapipe 119,555 5.53/10 9 0 0 10 10 0 0 10 10 2 0 10 10 10
ax-platform 106,341 5.53/10 10 3 0 10 10 0 0 10 10 10 2 0 9 0 10
pynetbox 90,755 5.53/10 10 2 2 3 10 0 0 10 10 7 0 10 10 10
pymc 75,135 5.53/10 10 1 0 10 10 0 10 10 10 5 0 9 0 10
allennlp-models 74,329 5.53/10 10 8 0 8 10 10 10 1 10 5 0 0 10
seqio 69,797 5.53/10 10 3 0 6 10 0 0 10 10 10 7 0 10 0 10
mechanicalsoup 60,161 5.53/10 10 3 5 5 10 10 0 10 6 10 7 0 0 0 10
multi-model-server 59,290 5.53/10 8 1 0 10 10 10 0 10 0 2 0 10 10 10
python-engineio 945,426 5.50/10 10 0 0 4 10 10 0 10 10 9 0 10 0 10
influxdb-client 584,150 5.50/10 10 6 0 6 10 10 0 10 10 7 0 0 0 10
evergreen-py 424,039 5.50/10 10 8 0 9 10 0 0 10 3 10 0 0 10 10
maturin 279,531 5.50/10 9 3 0 4 10 10 0 10 10 10 0 0 4 0 10
pywatchman 268,776 5.50/10 10 3 0 1 10 10 0 10 10 10 0 0 9 0 0 10
spotipy 265,469 5.50/10 10 6 0 6 10 10 0 10 10 7 0 0 0 10
flake8-pie 200,300 5.50/10 10 8 0 10 10 0 0 10 2 10 0 0 10 10
dtale 193,000 5.50/10 10 0 0 2 10 10 0 10 10 7 0 0 10 10
time-machine 175,020 5.50/10 10 3 0 3 10 10 0 10 10 7 0 9 0 10
httpie 142,562 5.50/10 10 0 0 4 10 10 0 10 6 10 5 0 10 0 0 10
python-xlib 129,870 5.50/10 10 3 0 7 10 0 0 10 10 10 0 0 0 10 10
no-manylinux 120,371 5.50/10 10 0 0 10 10 0 10 10 10 0 0 10 10
captum 103,845 5.50/10 10 0 0 10 10 0 0 10 10 10 0 0 10 10
tensorflow-ranking 75,563 5.50/10 10 0 0 10 10 0 10 10 10 0 0 10 10
pytest-postgresql 75,406 5.50/10 10 3 0 9 10 10 0 10 10 7 0 0 0 10
xdg 74,679 5.50/10 10 3 0 9 10 10 0 10 10 7 0 0 10
youtube-search 69,078 5.50/10 10 3 0 3 10 10 0 10 4 10 0 0 10 10
robotframework-browser 59,836 5.50/10 10 3 0 7 10 10 0 10 10 10 0 0 0 0 10
llvmlite 9,722,730 5.47/10 10 3 0 10 10 0 0 10 10 5 0 0 10 10
holidays 4,853,851 5.47/10 10 1 0 4 10 10 0 10 10 10 7 0 0 0 0 10
pika 3,277,329 5.47/10 10 8 2 3 10 10 0 10 10 7 0 0 0 10
idna-ssl 2,912,217 5.47/10 10 3 0 0 10 10 0 10 0 10 0 10 10 10
py7zr 666,940 5.47/10 6 3 0 0 10 10 10 10 10 7 9 0 0 10
coremltools 449,315 5.47/10 10 6 0 9 10 0 0 10 10 2 0 0 0 10 10
aiokafka 426,052 5.47/10 2 0 0 6 10 10 0 10 5 10 5 10 10 0 10
versioneer-518 409,183 5.47/10 10 0 0 5 10 10 0 10 10 10 7 0 0 0 10
urlextract 300,073 5.47/10 10 6 0 3 10 0 0 10 10 10 7 9 0 0 10
algoliasearch 287,658 5.47/10 10 8 0 6 10 0 0 10 1 7 0 10 10 10
aws-secretsmanager-caching 166,664 5.47/10 10 6 0 8 10 10 0 10 1 7 0 10 0 10
versioneer 141,559 5.47/10 10 0 0 5 10 10 0 10 10 10 7 0 0 0 10
msgraph-core 126,148 5.47/10 10 2 0 4 10 10 0 10 9 7 0 10 0 10
b2sdk 97,506 5.47/10 10 0 0 5 10 10 0 10 10 10 7 0 0 0 0 10
jupyter-server-proxy 96,378 5.47/10 10 0 0 5 10 10 0 10 10 10 7 0 0 0 10
flake8-helper 62,695 5.47/10 10 8 0 6 10 10 10 1 10 7 0 0 0 0 10
typer 7,634,608 5.45/10 10 3 0 3 10 10 0 10 10 5 0 10 0 10
billiard 4,224,796 5.45/10 10 3 0 2 10 10 0 10 3 7 10 10 0 10
pip-tools 3,375,144 5.45/10 0 8 0 10 10 10 10 10 7 0 10 0 10
tablib 1,150,788 5.45/10 10 6 0 10 10 0 0 10 2 10 7 0 10 0 10
django-redis 1,137,007 5.45/10 10 0 0 8 10 0 0 10 10 10 7 0 10 0 10
pyhanko 279,147 5.45/10 10 0 0 0 10 0 10 10 7 10 10 8 0 10
django-taggit 266,877 5.45/10 10 0 0 8 10 0 0 10 10 10 7 0 10 0 10
optax 247,965 5.45/10 10 3 0 7 10 10 0 10 10 9 0 0 0 10
blackduck 205,769 5.45/10 10 6 0 2 10 0 0 10 7 9 9 0 9 10
django-silk 185,930 5.45/10 10 0 0 8 10 0 0 10 10 10 7 0 10 0 0 10
lizard 148,399 5.45/10 10 0 0 5 10 10 0 10 5 9 0 0 10 10
aiosmtpd 81,090 5.45/10 10 0 0 2 10 0 0 10 8 7 10 10 8 0 10
oauthlib 82,818,774 5.42/10 10 6 0 7 10 0 10 10 10 9 0 0 0 10
pynacl 31,943,312 5.42/10 10 6 0 10 10 10 0 10 5 7 0 0 0 10
distro 8,421,394 5.42/10 10 6 0 10 10 10 0 10 5 7 0 0 0 0 10
ujson 7,838,959 5.42/10 10 3 0 8 10 0 10 10 10 10 2 0 0 0 10
cfgv 5,328,937 5.42/10 10 0 0 9 10 0 10 10 10 0 0 10 10
tensorflow-text 3,294,538 5.42/10 10 0 0 9 10 0 0 10 10 10 0 0 10 10
bokeh 3,236,206 5.42/10 10 3 0 2 10 0 10 10 10 5 6 10 0 10
omegaconf 2,396,716 5.42/10 9 2 0 3 10 0 0 10 10 9 10 0 9 10
twilio 1,859,948 5.42/10 10 8 0 1 10 0 0 10 10 10 5 10 0 0 10
pymsteams 1,808,263 5.42/10 10 0 0 4 10 10 0 10 5 10 0 0 10 10
jwcrypto 825,789 5.42/10 10 0 0 1 10 0 0 10 10 10 7 10 10 0 0 10
web3 706,866 5.42/10 10 3 0 8 10 0 0 10 10 7 0 0 10 10
deltalake 672,294 5.42/10 10 1 0 10 10 10 0 10 10 7 0 0 0 10
sql-metadata 550,879 5.42/10 10 3 0 8 10 10 0 10 10 7 0 0 0 10
iopath 526,873 5.42/10 10 3 0 10 10 0 10 0 10 0 9 10 10
python-can 347,077 5.42/10 10 0 0 6 10 0 0 10 10 10 0 0 3 10 10
readthedocs-sphinx-ext 259,683 5.42/10 10 8 0 6 10 0 10 5 10 0 10 10
s3path 155,684 5.42/10 10 6 0 3 10 10 0 10 4 10 9 0 0 0 10
sphinxcontrib-httpdomain 151,136 5.42/10 10 8 0 6 10 0 0 10 5 10 0 0 0 10 10
fastapi-pagination 119,188 5.42/10 10 3 0 8 10 10 0 10 10 7 0 0 0 10
simpleitk 102,453 5.42/10 10 8 0 3 10 0 0 10 10 7 0 0 0 10 10
tflite-model-maker-nightly 98,936 5.42/10 0 1 0 10 10 10 0 10 10 7 0 0 10 10
datatable 86,936 5.42/10 10 3 0 6 10 0 0 10 10 10 0 0 0 10 10
djlint 78,325 5.42/10 10 0 0 5 10 10 0 10 10 7 9 0 0 10
python-bitcoinlib 59,634 5.42/10 10 0 0 6 10 0 0 10 5 10 0 0 8 10 10
python-dateutil 167,184,358 5.40/10 10 3 0 8 10 0 10 10 5 7 0 8 0 10
ipython 16,699,587 5.40/10 10 3 0 5 10 0 10 10 10 7 0 9 0 0 10
nbclient 9,918,030 5.40/10 10 3 0 2 10 10 0 10 9 7 0 10 0 0 10
gspread 8,352,227 5.40/10 10 0 0 4 10 10 0 10 10 10 7 0 0 0 0 10
pyproject-api 2,838,546 5.40/10 10 1 0 5 10 10 0 10 8 10 7 0 0 0 10
apache-sedona 654,442 5.40/10 10 0 0 4 10 10 0 10 10 7 0 10 0 0 10
xyzservices 604,644 5.40/10 10 0 0 4 10 10 0 10 10 10 7 0 0 0 0 10
editdistance 438,937 5.40/10 10 0 0 5 10 10 0 10 9 10 7 0 0 0 10
port-for 140,030 5.40/10 10 0 0 10 10 10 0 10 10 8 0 0 0 10
pypistats 128,625 5.40/10 10 1 0 3 10 10 0 10 10 10 7 0 0 0 10
homeassistant 84,180 5.40/10 10 3 0 9 10 10 0 10 10 5 0 0 10
pyfunceble-dev 74,629 5.40/10 10 6 0 0 10 0 0 10 10 10 7 0 0 8 0 10
yarl 52,100,638 5.38/10 10 3 0 4 10 10 0 10 0 7 10 10 0 0 10
tokenizers 7,871,259 5.38/10 10 0 0 7 10 10 0 10 10 10 2 0 0 0 10
django-debug-toolbar 1,236,663 5.38/10 10 0 0 7 10 0 0 10 10 10 7 0 10 0 0 10
whitenoise 1,185,723 5.38/10 10 0 0 3 10 10 0 10 10 9 0 9 0 10
flit-core 587,378 5.38/10 10 0 0 9 10 10 0 10 10 9 0 0 0 10
subprocess-tee 455,149 5.38/10 10 3 0 2 10 10 0 10 10 10 5 0 0 0 10
exchange-calendars 415,446 5.38/10 10 0 0 5 10 10 0 10 10 10 5 0 0 0 10
flit 142,193 5.38/10 10 0 0 9 10 10 0 10 10 9 0 0 0 10
mlserver 140,411 5.38/10 10 0 0 5 10 10 0 10 10 10 5 0 0 0 10
mlserver-mlflow 110,811 5.38/10 10 0 0 5 10 10 0 10 10 10 5 0 0 0 10
splinter 64,209 5.38/10 10 0 0 9 10 10 0 10 10 9 0 0 0 10
pandas 98,170,045 5.35/10 10 3 0 9 10 0 10 10 10 0 0 9 0 0 10
gunicorn 21,151,206 5.35/10 10 3 0 9 10 0 10 10 10 9 0 0 0 0 10
yamllint 2,703,243 5.35/10 10 3 0 7 10 0 0 10 10 7 0 0 10 10
marshmallow-oneofschema 1,912,100 5.35/10 10 3 0 5 10 10 0 10 0 10 0 0 10 10
annoy 1,138,835 5.35/10 10 0 0 8 10 0 0 10 10 10 0 0 10 10
shareplum 687,679 5.35/10 10 0 0 8 10 10 0 10 0 10 0 0 10 10
coveralls 495,515 5.35/10 10 8 0 6 10 10 0 10 6 7 0 0 10
bottleneck 426,517 5.35/10 10 3 0 3 10 10 10 10 2 10 5 0 0 0 10
fasttext-wheel 308,816 5.35/10 10 3 0 9 10 0 0 10 0 10 0 9 10 10
restrictedpython 210,808 5.35/10 10 8 0 4 10 0 0 10 10 9 0 10 0 10
coolname 190,600 5.35/10 10 0 0 0 10 10 0 10 8 10 0 0 10 10
simple-ddl-parser 171,997 5.35/10 10 8 0 2 10 10 0 10 10 7 0 0 0 10
glocaltokens 152,919 5.35/10 10 1 0 9 10 10 0 10 10 7 0 0 0 10
proto-google-cloud-datastore-v1 121,196 5.35/10 10 0 0 8 10 10 10 10 5 0 10 0 10
astpretty 107,278 5.35/10 10 0 0 8 10 0 0 10 10 10 0 0 10 10
simpervisor 89,647 5.35/10 10 0 0 10 10 10 0 10 10 7 0 0 0 10
flask-log-request-id 74,010 5.35/10 10 8 0 10 10 0 0 10 0 10 0 0 10 10
pyodbc 23,052,208 5.33/10 10 0 0 7 10 0 10 10 10 7 9 0 0 10
faker 5,791,141 5.33/10 10 0 0 3 10 10 0 10 10 10 7 0 0 0 10
tableauserverclient 3,162,175 5.33/10 10 8 0 7 10 0 10 8 10 7 0 0 0 10
jellyfish 1,988,416 5.33/10 10 0 0 3 10 10 0 10 10 10 7 0 0 0 10
timezonefinder 1,631,299 5.33/10 10 3 0 0 10 10 0 10 10 10 7 0 0 0 10
pytest-django 1,315,309 5.33/10 10 3 0 6 10 0 0 10 4 10 7 0 0 10 10
asyncpg 1,226,483 5.33/10 10 8 0 5 10 0 0 10 10 10 7 0 0 0 10
yappi 1,221,912 5.33/10 10 0 0 3 10 10 0 10 10 10 7 0 0 0 10
rtree 1,075,299 5.33/10 10 0 0 8 10 10 0 10 5 10 7 0 0 0 10
pydicom 682,780 5.33/10 10 3 0 10 10 0 0 10 10 10 7 0 0 0 0 10
python-arango 666,996 5.33/10 10 6 0 7 10 0 0 10 10 7 10 0 0 10
gcovr 418,455 5.33/10 10 6 0 5 10 10 0 10 10 5 0 0 0 0 10
scalesec-gcp-workload-identity 234,383 5.33/10 10 8 0 5 10 10 0 10 0 7 10 0 0 10
ruptures 201,938 5.33/10 10 6 0 7 10 0 0 10 10 10 7 0 0 0 10
django-colorfield 156,153 5.33/10 10 6 0 1 10 10 0 10 4 7 10 3 0 10
wslink 131,249 5.33/10 10 0 0 3 10 10 0 10 10 10 7 0 0 0 10
praw 91,631 5.33/10 10 8 0 5 10 0 0 10 10 7 0 10 0 10
draftjs-exporter 91,293 5.33/10 10 3 0 0 10 0 0 10 2 9 10 10 10 10
trafilatura 81,677 5.33/10 10 0 0 3 10 10 0 10 10 7 10 0 0 10
ansible-runner 69,885 5.33/10 10 3 0 10 10 0 0 10 10 7 0 10 0 10
fake-factory 63,530 5.33/10 10 0 0 3 10 10 0 10 10 10 7 0 0 0 10
python-dev-tools 61,245 5.33/10 10 0 0 10 10 10 0 10 3 7 10 0 0 10
pygments 33,768,376 5.30/10 10 0 0 4 10 0 10 10 10 5 0 0 10 10
zope-interface 11,801,046 5.30/10 10 3 0 3 10 0 0 10 10 10 7 0 10 0 10
azure-kusto-data 3,686,182 5.30/10 10 8 0 6 10 0 0 10 10 7 8 0 0 10
azure-kusto-ingest 2,794,604 5.30/10 10 8 0 6 10 0 0 10 10 7 8 0 0 10
cmdstanpy 2,776,049 5.30/10 10 1 0 7 10 10 10 10 9 0 0 10
python-multipart 2,585,413 5.30/10 10 0 0 8 10 10 0 10 10 9 0 0 0 10
locust 934,486 5.30/10 10 3 0 1 10 0 0 10 10 10 5 0 0 10 10
django-model-utils 720,863 5.30/10 10 0 0 7 10 0 0 10 9 10 7 0 10 0 10
chex 270,716 5.30/10 10 3 0 5 10 10 0 10 10 9 0 0 10
model-bakery 211,274 5.30/10 10 0 0 8 10 10 0 10 10 9 0 0 0 10
chia-rs 136,693 5.30/10 10 6 0 10 10 0 10 10 10 2 0 0 10
neuralprophet 106,332 5.30/10 10 1 0 9 10 0 0 10 10 7 10 4 0 10
delta-sharing 67,917 5.30/10 10 1 0 9 10 0 0 10 10 9 0 0 8 0 10
datetime 3,332,587 5.28/10 10 8 0 3 10 0 0 10 10 9 10 0 10
user-agents 2,678,245 5.28/10 10 0 0 7 10 10 0 10 0 10 0 0 10 10
comtypes 1,002,982 5.28/10 8 0 0 9 10 0 10 10 10 0 0 0 10 10
tokenize-rt 996,649 5.28/10 10 0 0 7 10 0 0 10 10 10 0 0 10 10
dropbox 727,573 5.28/10 10 8 0 10 10 10 0 10 1 7 0 0 0 10
sanic 573,624 5.28/10 10 2 0 5 10 0 0 10 10 5 10 10 0 10
pytest-bdd 515,562 5.28/10 10 8 0 1 10 10 0 10 10 7 0 0 0 10
panel 277,766 5.28/10 10 6 0 3 10 10 0 10 10 7 0 0 0 10
quandl 276,939 5.28/10 10 8 0 9 10 0 0 10 0 10 0 0 10 10
torchbiggraph 241,133 5.28/10 10 1 0 10 10 0 10 0 10 0 9 0 10 10
random-password-generator 205,619 5.28/10 10 8 0 9 10 0 10 0 10 0 10 10
flake8-2020 191,221 5.28/10 10 0 0 7 10 0 0 10 10 10 0 0 10 10
mbed-os-tools 188,457 5.28/10 10 6 0 10 10 0 0 10 1 10 0 0 10 10
mbed-ls 186,929 5.28/10 10 6 0 10 10 0 0 10 1 10 0 0 10 10
flake8-typing-imports 155,474 5.28/10 10 0 0 7 10 0 0 10 10 10 0 0 10 10
pytest-celery 109,229 5.28/10 10 8 0 5 10 0 0 10 0 10 6 0 10 10
pyangbind 97,869 5.28/10 10 8 0 9 10 0 10 0 10 0 10 10
pytest-black 97,592 5.28/10 10 8 0 9 10 10 0 10 0 0 10 10
aspy-refactor-imports 88,524 5.28/10 10 0 0 7 10 0 0 10 10 10 0 0 10 10
azure-iot-device 88,055 5.28/10 10 7 0 10 10 0 0 10 10 0 0 10 0 0 10
email-validator 4,631,339 5.25/10 10 0 0 0 10 0 10 10 10 10 0 0 10 10
qtpy 3,262,068 5.25/10 10 6 0 6 10 0 0 10 10 7 0 10 0 10
pymdown-extensions 815,268 5.25/10 10 1 0 1 10 10 0 10 10 10 7 0 0 0 10
flask-restx 536,139 5.25/10 10 1 0 1 10 10 10 10 10 7 0 0 0 10
flask-limiter 202,158 5.25/10 10 0 0 2 10 10 0 10 10 10 7 0 0 0 0 10
jump-consistent-hash 115,766 5.25/10 10 0 0 2 10 10 10 10 10 7 0 0 0 10
djangorestframework-api-key 110,832 5.25/10 10 6 0 4 10 0 0 10 0 10 0 10 10 10
rocketchat-api 59,666 5.25/10 10 0 0 2 10 10 0 10 10 7 10 0 0 10
virtualenv 37,698,420 5.22/10 0 0 0 5 10 10 0 10 10 10 7 0 10 0 10
apispec 4,134,471 5.22/10 10 3 0 4 10 10 0 10 10 9 0 0 0 10
flake8-bugbear 1,194,213 5.22/10 10 0 0 7 10 10 0 10 10 9 0 0 0 10
vcrpy 1,191,460 5.22/10 10 0 0 7 10 10 0 10 10 9 0 0 0 10
daphne 446,310 5.22/10 10 0 0 7 10 10 0 10 10 9 0 0 0 10
adlfs 432,785 5.22/10 10 3 0 4 10 0 0 10 10 10 5 0 9 0 10
luigi 407,602 5.22/10 10 8 0 10 10 0 0 10 9 9 0 0 0 10
django-formtools 214,282 5.22/10 10 0 0 7 10 0 0 10 8 10 7 0 10 0 10
django-constance 127,837 5.22/10 10 3 0 9 10 0 0 10 3 10 7 0 10 0 10
dm-haiku 107,493 5.22/10 10 0 0 7 10 10 0 10 10 9 0 0 0 10

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OpenSSF Scorecard for top Python packages

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