| Has VCS but no license | 67,710 | 23.31% |
| Has VCS has license | 119,171 | 41.03% |
| Has VCS but no author | 46,645 | 16.06% |
| Has VCS has author | 140,236 | 48.28% |
| Has VCS but no summary | 4,664 | 1.61% |
| No VCS | 103,569 | 35.66% |
| Has VCS | 186,881 | 64.34% |
| Has GitHub | 182,505 | 62.84% |
| Has Gitlab | 3,758 | 1.29% |
| Has Bitbucket | 618 | 0.21% |
| Has GitHub but no CI | 85,661 | 29.49% |
| Has GitHub but no Travis-CI | 176,487 | 60.76% |
| Has Travis-CI | 6,018 | 2.07% |
| No Travis-CI | 284,432 | 97.93% |
| Has Github Actions | 93,117 | 32.06% |
| No Github Actions | 197,333 | 67.94% |
| No Appveyor | 289,619 | 99.71% |
| Has Appveyor | 831 | 0.29% |
| No CircleCI | 290,450 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 173,375 | 59.69% |
| Has Coveralls | 9,130 | 3.14% |
| No Coveralls | 281,320 | 96.86% |
| No Tox | 274,258 | 94.43% |
| Has Tox | 16,192 | 5.57% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 290,450 | 100.0% |
| Number of packages indexed | 290,450 | |
| No summary | 23,032 | 7.93% |
| No license | 130,552 | 44.95% |
| No docs_url | 289,704 | 99.74% |
| Has docs_url | 746 | 0.26% |
| No author | 79,074 | 27.22% |
| Has author | 211,376 | 72.78% |
| No requires_python provided | 89,130 | 30.69% |
| Has requires_python provided | 201,320 | 69.31% |
| No keywords | 202,998 | 69.89% |
| Has keywords | 87,452 | 30.11% |
| Has requirements | 21,913 | 7.54% |
| No requirements | 268,537 | 92.46% |
| No editconfig | 290,450 | 100.0% |
| Has editconfig | 0 | 0.0% |
| No dockbot | 290,450 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 290,392 | 99.98% |
| Has landscape | 58 | 0.02% |
| Has GitHub link but it gives 404 | 18,253 | 6.28% |
| Has GitHub link but there was an exception fetching it | 51 | 0.02% |