| Has VCS but no license | 61,622 | 22.77% |
| Has VCS has license | 112,881 | 41.72% |
| Has VCS but no author | 41,399 | 15.3% |
| Has VCS has author | 133,104 | 49.19% |
| Has VCS but no summary | 4,425 | 1.64% |
| No VCS | 96,074 | 35.51% |
| Has VCS | 174,503 | 64.49% |
| Has GitHub | 170,306 | 62.94% |
| Has Gitlab | 3,570 | 1.32% |
| Has Bitbucket | 627 | 0.23% |
| Has GitHub but no CI | 79,202 | 29.27% |
| Has GitHub but no Travis-CI | 164,404 | 60.76% |
| Has Travis-CI | 5,902 | 2.18% |
| No Travis-CI | 264,675 | 97.82% |
| Has Github Actions | 87,432 | 32.31% |
| No Github Actions | 183,145 | 67.69% |
| No Appveyor | 269,771 | 99.7% |
| Has Appveyor | 806 | 0.3% |
| No CircleCI | 270,577 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 161,421 | 59.66% |
| Has Coveralls | 8,885 | 3.28% |
| No Coveralls | 261,692 | 96.72% |
| No Tox | 254,855 | 94.19% |
| Has Tox | 15,722 | 5.81% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 270,577 | 100.0% |
| Number of packages indexed | 270,577 | |
| No summary | 21,620 | 7.99% |
| No license | 119,469 | 44.15% |
| No docs_url | 269,838 | 99.73% |
| Has docs_url | 739 | 0.27% |
| No author | 70,449 | 26.04% |
| Has author | 200,128 | 73.96% |
| No requires_python provided | 85,914 | 31.75% |
| Has requires_python provided | 184,663 | 68.25% |
| No keywords | 188,125 | 69.53% |
| Has keywords | 82,452 | 30.47% |
| Has requirements | 16,441 | 6.08% |
| No requirements | 254,136 | 93.92% |
| No editconfig | 270,577 | 100.0% |
| Has editconfig | 0 | 0.0% |
| No dockbot | 270,577 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 270,521 | 99.98% |
| Has landscape | 56 | 0.02% |
| Has GitHub link but it gives 404 | 16,193 | 5.98% |
| Has GitHub link but there was an exception fetching it | 67 | 0.02% |