| Has VCS but no license | 73,326 | 23.88% |
| Has VCS has license | 123,715 | 40.29% |
| Has VCS but no author | 52,505 | 17.1% |
| Has VCS has author | 144,536 | 47.07% |
| Has VCS but no summary | 4,812 | 1.57% |
| No VCS | 110,005 | 35.83% |
| Has VCS | 197,041 | 64.17% |
| Has GitHub | 192,515 | 62.7% |
| Has Gitlab | 3,896 | 1.27% |
| Has Bitbucket | 630 | 0.21% |
| Has GitHub but no CI | 90,539 | 29.49% |
| Has GitHub but no Travis-CI | 186,462 | 60.73% |
| Has Travis-CI | 6,053 | 1.97% |
| No Travis-CI | 300,993 | 98.03% |
| Has Github Actions | 98,261 | 32.0% |
| No Github Actions | 208,785 | 68.0% |
| No Appveyor | 306,206 | 99.73% |
| Has Appveyor | 840 | 0.27% |
| No CircleCI | 307,046 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 183,076 | 59.62% |
| Has Coveralls | 9,439 | 3.07% |
| No Coveralls | 297,607 | 96.93% |
| No Tox | 290,499 | 94.61% |
| Has Tox | 16,547 | 5.39% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 307,046 | 100.0% |
| Number of packages indexed | 307,046 | |
| No summary | 23,727 | 7.73% |
| No license | 140,890 | 45.89% |
| No docs_url | 306,296 | 99.76% |
| Has docs_url | 750 | 0.24% |
| No author | 88,957 | 28.97% |
| Has author | 218,089 | 71.03% |
| No requires_python provided | 90,394 | 29.44% |
| Has requires_python provided | 216,652 | 70.56% |
| No keywords | 213,847 | 69.65% |
| Has keywords | 93,199 | 30.35% |
| Has requirements | 24,389 | 7.94% |
| No requirements | 282,657 | 92.06% |
| No editconfig | 307,045 | 100.0% |
| Has editconfig | 1 | 0.0% |
| No dockbot | 307,046 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 306,986 | 99.98% |
| Has landscape | 60 | 0.02% |
| Has GitHub link but it gives 404 | 20,164 | 6.57% |
| Has GitHub link but there was an exception fetching it | 58 | 0.02% |