| Has VCS but no license | 57,343 | 22.71% |
| Has VCS has license | 106,138 | 42.03% |
| Has VCS but no author | 37,284 | 14.76% |
| Has VCS has author | 126,197 | 49.97% |
| Has VCS but no summary | 4,162 | 1.65% |
| No VCS | 89,057 | 35.26% |
| Has VCS | 163,481 | 64.74% |
| Has GitHub | 159,466 | 63.15% |
| Has Gitlab | 3,411 | 1.35% |
| Has Bitbucket | 604 | 0.24% |
| Has GitHub but no CI | 73,825 | 29.23% |
| Has GitHub but no Travis-CI | 153,707 | 60.86% |
| Has Travis-CI | 5,759 | 2.28% |
| No Travis-CI | 246,779 | 97.72% |
| Has Github Actions | 82,048 | 32.49% |
| No Github Actions | 170,490 | 67.51% |
| No Appveyor | 251,743 | 99.69% |
| Has Appveyor | 794 | 0.31% |
| No CircleCI | 252,538 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 150,874 | 59.74% |
| Has Coveralls | 8,592 | 3.4% |
| No Coveralls | 243,946 | 96.6% |
| No Tox | 237,348 | 93.99% |
| Has Tox | 15,190 | 6.01% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 252,538 | 100.0% |
| Number of packages indexed | 252,538 | |
| No summary | 20,317 | 8.05% |
| No license | 110,506 | 43.76% |
| No docs_url | 251,814 | 99.71% |
| Has docs_url | 724 | 0.29% |
| No author | 63,457 | 25.13% |
| Has author | 189,081 | 74.87% |
| No requires_python provided | 82,305 | 32.59% |
| Has requires_python provided | 170,233 | 67.41% |
| No keywords | 174,614 | 69.14% |
| Has keywords | 77,924 | 30.86% |
| Has requirements | 14,470 | 5.73% |
| No requirements | 238,068 | 94.27% |
| No editconfig | 252,538 | 100.0% |
| Has editconfig | 0 | 0.0% |
| No dockbot | 252,538 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 252,483 | 99.98% |
| Has landscape | 55 | 0.02% |
| Has GitHub link but it gives 404 | 14,562 | 5.77% |
| Has GitHub link but there was an exception fetching it | 24 | 0.01% |