| Has VCS but no license | 45,389 | 18.22% |
| Has VCS has license | 119,038 | 47.78% |
| Has VCS but no author | 3,872 | 1.55% |
| Has VCS has author | 160,555 | 64.44% |
| Has VCS but no summary | 3,597 | 1.44% |
| No VCS | 84,735 | 34.01% |
| Has VCS | 164,427 | 65.99% |
| Has GitHub | 161,077 | 64.65% |
| Has Gitlab | 2,703 | 1.08% |
| Has Bitbucket | 647 | 0.26% |
| Has GitHub but no CI | 113,910 | 45.72% |
| Has GitHub but no Travis-CI | 137,021 | 54.99% |
| Has Travis-CI | 24,056 | 9.65% |
| No Travis-CI | 225,106 | 90.35% |
| Has Github Actions | 26,850 | 10.78% |
| No Github Actions | 222,312 | 89.22% |
| No Appveyor | 247,598 | 99.37% |
| Has Appveyor | 1,564 | 0.63% |
| No CircleCI | 249,162 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 134,930 | 54.15% |
| Has Coveralls | 26,147 | 10.49% |
| No Coveralls | 223,015 | 89.51% |
| No Tox | 233,228 | 93.6% |
| Has Tox | 15,934 | 6.4% |
| Has bugtrack_url | 538 | 0.22% |
| No bugtrack_url | 248,624 | 99.78% |
| Number of packages indexed | 249,162 | |
| No summary | 12,118 | 4.86% |
| No license | 83,496 | 33.51% |
| No docs_url | 247,177 | 99.2% |
| Has docs_url | 1,985 | 0.8% |
| No author | 13,955 | 5.6% |
| Has author | 235,207 | 94.4% |
| No requires_python provided | 151,117 | 60.65% |
| Has requires_python provided | 98,045 | 39.35% |
| No keywords | 158,083 | 63.45% |
| Has keywords | 91,079 | 36.55% |
| Has requirements | 17,798 | 7.14% |
| No requirements | 231,364 | 92.86% |
| No editconfig | 249,161 | 100.0% |
| Has editconfig | 1 | 0.0% |
| No dockbot | 249,161 | 100.0% |
| Has dockbot | 1 | 0.0% |
| No landscape | 248,935 | 99.91% |
| Has landscape | 227 | 0.09% |