| Has VCS but no license | 62,878 | 22.88% |
| Has VCS has license | 114,243 | 41.57% |
| Has VCS but no author | 42,484 | 15.46% |
| Has VCS has author | 134,637 | 49.0% |
| Has VCS but no summary | 4,494 | 1.64% |
| No VCS | 97,676 | 35.54% |
| Has VCS | 177,121 | 64.46% |
| Has GitHub | 172,870 | 62.91% |
| Has Gitlab | 3,622 | 1.32% |
| Has Bitbucket | 629 | 0.23% |
| Has GitHub but no CI | 80,437 | 29.27% |
| Has GitHub but no Travis-CI | 166,926 | 60.75% |
| Has Travis-CI | 5,944 | 2.16% |
| No Travis-CI | 268,853 | 97.84% |
| Has Github Actions | 88,742 | 32.29% |
| No Github Actions | 186,055 | 67.71% |
| No Appveyor | 273,990 | 99.71% |
| Has Appveyor | 807 | 0.29% |
| No CircleCI | 274,797 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 163,909 | 59.65% |
| Has Coveralls | 8,961 | 3.26% |
| No Coveralls | 265,836 | 96.74% |
| No Tox | 258,957 | 94.24% |
| Has Tox | 15,840 | 5.76% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 274,797 | 100.0% |
| Number of packages indexed | 274,797 | |
| No summary | 21,969 | 7.99% |
| No license | 121,841 | 44.34% |
| No docs_url | 274,057 | 99.73% |
| Has docs_url | 740 | 0.27% |
| No author | 72,222 | 26.28% |
| Has author | 202,575 | 73.72% |
| No requires_python provided | 86,551 | 31.5% |
| Has requires_python provided | 188,246 | 68.5% |
| No keywords | 191,283 | 69.61% |
| Has keywords | 83,514 | 30.39% |
| Has requirements | 18,088 | 6.58% |
| No requirements | 256,709 | 93.42% |
| No editconfig | 274,797 | 100.0% |
| Has editconfig | 0 | 0.0% |
| No dockbot | 274,797 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 274,740 | 99.98% |
| Has landscape | 57 | 0.02% |
| Has GitHub link but it gives 404 | 16,584 | 6.04% |
| Has GitHub link but there was an exception fetching it | 59 | 0.02% |