| Has VCS but no license | 69,724 | 23.56% |
| Has VCS has license | 120,669 | 40.77% |
| Has VCS but no author | 48,634 | 16.43% |
| Has VCS has author | 141,759 | 47.89% |
| Has VCS but no summary | 4,725 | 1.6% |
| No VCS | 105,587 | 35.67% |
| Has VCS | 190,393 | 64.33% |
| Has GitHub | 185,968 | 62.83% |
| Has Gitlab | 3,800 | 1.28% |
| Has Bitbucket | 625 | 0.21% |
| Has GitHub but no CI | 87,293 | 29.49% |
| Has GitHub but no Travis-CI | 179,925 | 60.79% |
| Has Travis-CI | 6,043 | 2.04% |
| No Travis-CI | 289,937 | 97.96% |
| Has Github Actions | 94,949 | 32.08% |
| No Github Actions | 201,031 | 67.92% |
| No Appveyor | 295,142 | 99.72% |
| Has Appveyor | 838 | 0.28% |
| No CircleCI | 295,980 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 176,717 | 59.71% |
| Has Coveralls | 9,251 | 3.13% |
| No Coveralls | 286,729 | 96.87% |
| No Tox | 279,647 | 94.48% |
| Has Tox | 16,333 | 5.52% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 295,980 | 100.0% |
| Number of packages indexed | 295,980 | |
| No summary | 23,287 | 7.87% |
| No license | 133,965 | 45.26% |
| No docs_url | 295,234 | 99.75% |
| Has docs_url | 746 | 0.25% |
| No author | 82,277 | 27.8% |
| Has author | 213,703 | 72.2% |
| No requires_python provided | 89,585 | 30.27% |
| Has requires_python provided | 206,395 | 69.73% |
| No keywords | 206,744 | 69.85% |
| Has keywords | 89,236 | 30.15% |
| Has requirements | 22,790 | 7.7% |
| No requirements | 273,190 | 92.3% |
| No editconfig | 295,980 | 100.0% |
| Has editconfig | 0 | 0.0% |
| No dockbot | 295,980 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 295,922 | 99.98% |
| Has landscape | 58 | 0.02% |
| Has GitHub link but it gives 404 | 18,927 | 6.39% |
| Has GitHub link but there was an exception fetching it | 51 | 0.02% |