| Has VCS but no license | 58,827 | 22.8% |
| Has VCS has license | 107,944 | 41.84% |
| Has VCS but no author | 38,576 | 14.95% |
| Has VCS has author | 128,196 | 49.69% |
| Has VCS but no summary | 4,279 | 1.66% |
| No VCS | 91,219 | 35.36% |
| Has VCS | 166,772 | 64.64% |
| Has GitHub | 162,691 | 63.06% |
| Has Gitlab | 3,469 | 1.34% |
| Has Bitbucket | 612 | 0.24% |
| Has GitHub but no CI | 75,489 | 29.26% |
| Has GitHub but no Travis-CI | 156,891 | 60.81% |
| Has Travis-CI | 5,800 | 2.25% |
| No Travis-CI | 252,190 | 97.75% |
| Has Github Actions | 83,577 | 32.4% |
| No Github Actions | 174,414 | 67.6% |
| No Appveyor | 257,190 | 99.69% |
| Has Appveyor | 801 | 0.31% |
| No CircleCI | 257,991 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 153,998 | 59.69% |
| Has Coveralls | 8,693 | 3.37% |
| No Coveralls | 249,298 | 96.63% |
| No Tox | 242,604 | 94.04% |
| Has Tox | 15,387 | 5.96% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 257,990 | 100.0% |
| Number of packages indexed | 257,990 | |
| No summary | 20,804 | 8.06% |
| No license | 113,379 | 43.95% |
| No docs_url | 257,265 | 99.72% |
| Has docs_url | 726 | 0.28% |
| No author | 65,591 | 25.42% |
| Has author | 192,400 | 74.58% |
| No requires_python provided | 83,431 | 32.34% |
| Has requires_python provided | 174,560 | 67.66% |
| No keywords | 178,807 | 69.31% |
| Has keywords | 79,184 | 30.69% |
| Has requirements | 14,868 | 5.76% |
| No requirements | 243,123 | 94.24% |
| No editconfig | 257,991 | 100.0% |
| Has editconfig | 0 | 0.0% |
| No dockbot | 257,991 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 257,935 | 99.98% |
| Has landscape | 56 | 0.02% |
| Has GitHub link but it gives 404 | 15,078 | 5.84% |
| Has GitHub link but there was an exception fetching it | 27 | 0.01% |