| Has VCS but no license | 82,711 | 24.59% |
| Has VCS has license | 132,836 | 39.49% |
| Has VCS but no author | 63,413 | 18.85% |
| Has VCS has author | 152,134 | 45.22% |
| Has VCS but no summary | 5,052 | 1.5% |
| No VCS | 120,853 | 35.93% |
| Has VCS | 215,547 | 64.07% |
| Has GitHub | 210,770 | 62.65% |
| Has Gitlab | 4,119 | 1.22% |
| Has Bitbucket | 658 | 0.2% |
| Has GitHub but no CI | 99,522 | 29.58% |
| Has GitHub but no Travis-CI | 204,660 | 60.84% |
| Has Travis-CI | 6,110 | 1.82% |
| No Travis-CI | 330,290 | 98.18% |
| Has Github Actions | 107,527 | 31.96% |
| No Github Actions | 228,873 | 68.04% |
| No Appveyor | 335,567 | 99.75% |
| Has Appveyor | 833 | 0.25% |
| No CircleCI | 336,400 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 200,954 | 59.74% |
| Has Coveralls | 9,816 | 2.92% |
| No Coveralls | 326,584 | 97.08% |
| No Tox | 319,298 | 94.92% |
| Has Tox | 17,102 | 5.08% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 336,400 | 100.0% |
| Number of packages indexed | 336,400 | |
| No summary | 24,938 | 7.41% |
| No license | 157,713 | 46.88% |
| No docs_url | 335,645 | 99.78% |
| Has docs_url | 755 | 0.22% |
| No author | 106,477 | 31.65% |
| Has author | 229,923 | 68.35% |
| No requires_python provided | 92,314 | 27.44% |
| Has requires_python provided | 244,086 | 72.56% |
| No keywords | 231,485 | 68.81% |
| Has keywords | 104,915 | 31.19% |
| Has requirements | 28,385 | 8.44% |
| No requirements | 308,015 | 91.56% |
| No editconfig | 336,399 | 100.0% |
| Has editconfig | 1 | 0.0% |
| No dockbot | 336,400 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 336,340 | 99.98% |
| Has landscape | 60 | 0.02% |
| Has GitHub link but it gives 404 | 24,032 | 7.14% |
| Has GitHub link but there was an exception fetching it | 56 | 0.02% |