| Has VCS but no license | 67,457 | 23.29% |
| Has VCS has license | 118,966 | 41.07% |
| Has VCS but no author | 46,402 | 16.02% |
| Has VCS has author | 140,021 | 48.34% |
| Has VCS but no summary | 4,658 | 1.61% |
| No VCS | 103,251 | 35.64% |
| Has VCS | 186,423 | 64.36% |
| Has GitHub | 182,055 | 62.85% |
| Has Gitlab | 3,750 | 1.29% |
| Has Bitbucket | 618 | 0.21% |
| Has GitHub but no CI | 85,413 | 29.49% |
| Has GitHub but no Travis-CI | 176,037 | 60.77% |
| Has Travis-CI | 6,018 | 2.08% |
| No Travis-CI | 283,656 | 97.92% |
| Has Github Actions | 92,914 | 32.08% |
| No Github Actions | 196,760 | 67.92% |
| No Appveyor | 288,842 | 99.71% |
| Has Appveyor | 832 | 0.29% |
| No CircleCI | 289,674 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 172,933 | 59.7% |
| Has Coveralls | 9,122 | 3.15% |
| No Coveralls | 280,552 | 96.85% |
| No Tox | 273,493 | 94.41% |
| Has Tox | 16,181 | 5.59% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 289,674 | 100.0% |
| Number of packages indexed | 289,674 | |
| No summary | 22,995 | 7.94% |
| No license | 130,127 | 44.92% |
| No docs_url | 288,928 | 99.74% |
| Has docs_url | 746 | 0.26% |
| No author | 78,689 | 27.16% |
| Has author | 210,985 | 72.84% |
| No requires_python provided | 89,022 | 30.73% |
| Has requires_python provided | 200,652 | 69.27% |
| No keywords | 202,405 | 69.87% |
| Has keywords | 87,269 | 30.13% |
| Has requirements | 21,764 | 7.51% |
| No requirements | 267,910 | 92.49% |
| No editconfig | 289,674 | 100.0% |
| Has editconfig | 0 | 0.0% |
| No dockbot | 289,674 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 289,616 | 99.98% |
| Has landscape | 58 | 0.02% |
| Has GitHub link but it gives 404 | 18,157 | 6.27% |
| Has GitHub link but there was an exception fetching it | 51 | 0.02% |