| Has VCS but no license | 43,686 | 21.67% |
| Has VCS has license | 86,889 | 43.1% |
| Has VCS but no author | 26,644 | 13.22% |
| Has VCS has author | 103,931 | 51.55% |
| Has VCS but no summary | 3,412 | 1.69% |
| No VCS | 71,032 | 35.23% |
| Has VCS | 130,575 | 64.77% |
| Has GitHub | 127,205 | 63.1% |
| Has Gitlab | 2,810 | 1.39% |
| Has Bitbucket | 560 | 0.28% |
| Has GitHub but no CI | 56,131 | 27.84% |
| Has GitHub but no Travis-CI | 121,947 | 60.49% |
| Has Travis-CI | 5,258 | 2.61% |
| No Travis-CI | 196,349 | 97.39% |
| Has Github Actions | 67,772 | 33.62% |
| No Github Actions | 133,835 | 66.38% |
| No Appveyor | 200,872 | 99.64% |
| Has Appveyor | 735 | 0.36% |
| No CircleCI | 201,607 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 119,620 | 59.33% |
| Has Coveralls | 7,585 | 3.76% |
| No Coveralls | 194,022 | 96.24% |
| No Tox | 188,151 | 93.33% |
| Has Tox | 13,456 | 6.67% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 201,607 | 100.0% |
| Number of packages indexed | 201,607 | |
| No summary | 15,658 | 7.77% |
| No license | 84,939 | 42.13% |
| No docs_url | 200,929 | 99.66% |
| Has docs_url | 678 | 0.34% |
| No author | 46,415 | 23.02% |
| Has author | 155,192 | 76.98% |
| No requires_python provided | 67,630 | 33.55% |
| Has requires_python provided | 133,977 | 66.45% |
| No keywords | 139,093 | 68.99% |
| Has keywords | 62,514 | 31.01% |
| Has requirements | 10,507 | 5.21% |
| No requirements | 191,100 | 94.79% |
| No editconfig | 201,607 | 100.0% |
| Has editconfig | 0 | 0.0% |
| No dockbot | 201,607 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 201,555 | 99.97% |
| Has landscape | 52 | 0.03% |
| Has GitHub link but it gives 404 | 10,292 | 5.1% |
| Has GitHub link but there was an exception fetching it | 26 | 0.01% |