| Has VCS but no license | 54,386 | 22.44% |
| Has VCS has license | 102,687 | 42.37% |
| Has VCS but no author | 34,849 | 14.38% |
| Has VCS has author | 122,225 | 50.43% |
| Has VCS but no summary | 4,032 | 1.66% |
| No VCS | 85,277 | 35.19% |
| Has VCS | 157,074 | 64.81% |
| Has GitHub | 153,188 | 63.21% |
| Has Gitlab | 3,296 | 1.36% |
| Has Bitbucket | 590 | 0.24% |
| Has GitHub but no CI | 70,635 | 29.15% |
| Has GitHub but no Travis-CI | 147,519 | 60.87% |
| Has Travis-CI | 5,669 | 2.34% |
| No Travis-CI | 236,682 | 97.66% |
| Has Github Actions | 79,004 | 32.6% |
| No Github Actions | 163,347 | 67.4% |
| No Appveyor | 241,569 | 99.68% |
| Has Appveyor | 781 | 0.32% |
| No CircleCI | 242,351 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 144,812 | 59.75% |
| Has Coveralls | 8,376 | 3.46% |
| No Coveralls | 233,975 | 96.54% |
| No Tox | 227,509 | 93.88% |
| Has Tox | 14,842 | 6.12% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 242,350 | 100.0% |
| Number of packages indexed | 242,351 | |
| No summary | 19,492 | 8.04% |
| No license | 104,972 | 43.31% |
| No docs_url | 241,639 | 99.71% |
| Has docs_url | 712 | 0.29% |
| No author | 59,717 | 24.64% |
| Has author | 182,634 | 75.36% |
| No requires_python provided | 80,008 | 33.01% |
| Has requires_python provided | 162,343 | 66.99% |
| No keywords | 167,143 | 68.97% |
| Has keywords | 75,208 | 31.03% |
| Has requirements | 13,586 | 5.61% |
| No requirements | 228,765 | 94.39% |
| No editconfig | 242,351 | 100.0% |
| Has editconfig | 0 | 0.0% |
| No dockbot | 242,351 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 242,296 | 99.98% |
| Has landscape | 55 | 0.02% |
| Has GitHub link but it gives 404 | 13,654 | 5.63% |
| Has GitHub link but there was an exception fetching it | 25 | 0.01% |