| Has VCS but no license | 68,437 | 23.39% |
| Has VCS has license | 119,783 | 40.94% |
| Has VCS but no author | 47,323 | 16.17% |
| Has VCS has author | 140,897 | 48.16% |
| Has VCS but no summary | 4,686 | 1.6% |
| No VCS | 104,366 | 35.67% |
| Has VCS | 188,220 | 64.33% |
| Has GitHub | 183,822 | 62.83% |
| Has Gitlab | 3,777 | 1.29% |
| Has Bitbucket | 621 | 0.21% |
| Has GitHub but no CI | 86,308 | 29.5% |
| Has GitHub but no Travis-CI | 177,791 | 60.77% |
| Has Travis-CI | 6,031 | 2.06% |
| No Travis-CI | 286,555 | 97.94% |
| Has Github Actions | 93,789 | 32.06% |
| No Github Actions | 198,797 | 67.94% |
| No Appveyor | 291,748 | 99.71% |
| Has Appveyor | 838 | 0.29% |
| No CircleCI | 292,586 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 174,629 | 59.68% |
| Has Coveralls | 9,193 | 3.14% |
| No Coveralls | 283,393 | 96.86% |
| No Tox | 276,358 | 94.45% |
| Has Tox | 16,228 | 5.55% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 292,586 | 100.0% |
| Number of packages indexed | 292,586 | |
| No summary | 23,142 | 7.91% |
| No license | 131,857 | 45.07% |
| No docs_url | 291,840 | 99.75% |
| Has docs_url | 746 | 0.25% |
| No author | 80,224 | 27.42% |
| Has author | 212,362 | 72.58% |
| No requires_python provided | 89,365 | 30.54% |
| Has requires_python provided | 203,221 | 69.46% |
| No keywords | 204,485 | 69.89% |
| Has keywords | 88,101 | 30.11% |
| Has requirements | 22,204 | 7.59% |
| No requirements | 270,382 | 92.41% |
| No editconfig | 292,586 | 100.0% |
| Has editconfig | 0 | 0.0% |
| No dockbot | 292,586 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 292,528 | 99.98% |
| Has landscape | 58 | 0.02% |
| Has GitHub link but it gives 404 | 18,523 | 6.33% |
| Has GitHub link but there was an exception fetching it | 50 | 0.02% |