| Has VCS but no license | 58,167 | 22.76% |
| Has VCS has license | 107,162 | 41.92% |
| Has VCS but no author | 38,016 | 14.87% |
| Has VCS has author | 127,313 | 49.81% |
| Has VCS but no summary | 4,239 | 1.66% |
| No VCS | 90,279 | 35.32% |
| Has VCS | 165,328 | 64.68% |
| Has GitHub | 161,280 | 63.1% |
| Has Gitlab | 3,443 | 1.35% |
| Has Bitbucket | 606 | 0.24% |
| Has GitHub but no CI | 74,760 | 29.25% |
| Has GitHub but no Travis-CI | 155,491 | 60.83% |
| Has Travis-CI | 5,789 | 2.26% |
| No Travis-CI | 249,819 | 97.74% |
| Has Github Actions | 82,905 | 32.43% |
| No Github Actions | 172,703 | 67.57% |
| No Appveyor | 254,814 | 99.69% |
| Has Appveyor | 794 | 0.31% |
| No CircleCI | 255,608 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 152,649 | 59.72% |
| Has Coveralls | 8,631 | 3.38% |
| No Coveralls | 246,977 | 96.62% |
| No Tox | 240,283 | 94.0% |
| Has Tox | 15,325 | 6.0% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 255,608 | 100.0% |
| Number of packages indexed | 255,608 | |
| No summary | 20,611 | 8.06% |
| No license | 112,115 | 43.86% |
| No docs_url | 254,883 | 99.72% |
| Has docs_url | 725 | 0.28% |
| No author | 64,620 | 25.28% |
| Has author | 190,988 | 74.72% |
| No requires_python provided | 82,908 | 32.44% |
| Has requires_python provided | 172,700 | 67.56% |
| No keywords | 176,993 | 69.24% |
| Has keywords | 78,615 | 30.76% |
| Has requirements | 14,641 | 5.73% |
| No requirements | 240,967 | 94.27% |
| No editconfig | 255,608 | 100.0% |
| Has editconfig | 0 | 0.0% |
| No dockbot | 255,608 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 255,553 | 99.98% |
| Has landscape | 55 | 0.02% |
| Has GitHub link but it gives 404 | 14,851 | 5.81% |
| Has GitHub link but there was an exception fetching it | 24 | 0.01% |