| Has VCS but no license | 57,542 | 22.73% |
| Has VCS has license | 106,358 | 42.01% |
| Has VCS but no author | 37,441 | 14.79% |
| Has VCS has author | 126,459 | 49.95% |
| Has VCS but no summary | 4,178 | 1.65% |
| No VCS | 89,267 | 35.26% |
| Has VCS | 163,900 | 64.74% |
| Has GitHub | 159,879 | 63.15% |
| Has Gitlab | 3,416 | 1.35% |
| Has Bitbucket | 605 | 0.24% |
| Has GitHub but no CI | 74,041 | 29.25% |
| Has GitHub but no Travis-CI | 154,115 | 60.87% |
| Has Travis-CI | 5,763 | 2.28% |
| No Travis-CI | 247,404 | 97.72% |
| Has Github Actions | 82,245 | 32.49% |
| No Github Actions | 170,922 | 67.51% |
| No Appveyor | 252,373 | 99.69% |
| Has Appveyor | 794 | 0.31% |
| No CircleCI | 253,167 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 151,277 | 59.75% |
| Has Coveralls | 8,602 | 3.4% |
| No Coveralls | 244,565 | 96.6% |
| No Tox | 237,963 | 93.99% |
| Has Tox | 15,204 | 6.01% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 253,167 | 100.0% |
| Number of packages indexed | 253,167 | |
| No summary | 20,366 | 8.04% |
| No license | 110,829 | 43.78% |
| No docs_url | 252,443 | 99.71% |
| Has docs_url | 724 | 0.29% |
| No author | 63,684 | 25.15% |
| Has author | 189,483 | 74.85% |
| No requires_python provided | 82,427 | 32.56% |
| Has requires_python provided | 170,740 | 67.44% |
| No keywords | 175,083 | 69.16% |
| Has keywords | 78,084 | 30.84% |
| Has requirements | 14,518 | 5.73% |
| No requirements | 238,649 | 94.27% |
| No editconfig | 253,166 | 100.0% |
| Has editconfig | 0 | 0.0% |
| No dockbot | 253,167 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 253,112 | 99.98% |
| Has landscape | 55 | 0.02% |
| Has GitHub link but it gives 404 | 14,641 | 5.78% |
| Has GitHub link but there was an exception fetching it | 24 | 0.01% |