| Has VCS but no license | 60,441 | 22.78% |
| Has VCS has license | 110,645 | 41.7% |
| Has VCS but no author | 40,147 | 15.13% |
| Has VCS has author | 130,939 | 49.35% |
| Has VCS but no summary | 4,360 | 1.64% |
| No VCS | 94,239 | 35.52% |
| Has VCS | 171,086 | 64.48% |
| Has GitHub | 166,918 | 62.91% |
| Has Gitlab | 3,544 | 1.34% |
| Has Bitbucket | 623 | 0.23% |
| Has GitHub but no CI | 77,654 | 29.27% |
| Has GitHub but no Travis-CI | 161,050 | 60.7% |
| Has Travis-CI | 5,869 | 2.21% |
| No Travis-CI | 259,456 | 97.79% |
| Has Github Actions | 85,610 | 32.27% |
| No Github Actions | 179,715 | 67.73% |
| No Appveyor | 264,519 | 99.7% |
| Has Appveyor | 806 | 0.3% |
| No CircleCI | 265,325 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 158,097 | 59.59% |
| Has Coveralls | 8,822 | 3.32% |
| No Coveralls | 256,503 | 96.68% |
| No Tox | 249,768 | 94.14% |
| Has Tox | 15,557 | 5.86% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 265,325 | 100.0% |
| Number of packages indexed | 265,325 | |
| No summary | 21,264 | 8.01% |
| No license | 117,097 | 44.13% |
| No docs_url | 264,593 | 99.72% |
| Has docs_url | 732 | 0.28% |
| No author | 68,508 | 25.82% |
| Has author | 196,817 | 74.18% |
| No requires_python provided | 84,931 | 32.01% |
| Has requires_python provided | 180,393 | 67.99% |
| No keywords | 184,437 | 69.51% |
| Has keywords | 80,888 | 30.49% |
| Has requirements | 15,190 | 5.73% |
| No requirements | 250,135 | 94.27% |
| No editconfig | 265,325 | 100.0% |
| Has editconfig | 0 | 0.0% |
| No dockbot | 265,325 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 265,268 | 99.98% |
| Has landscape | 56 | 0.02% |
| Has GitHub link but it gives 404 | 15,737 | 5.93% |
| Has GitHub link but there was an exception fetching it | 88 | 0.03% |