| Has VCS but no license | 50,950 | 22.07% |
| Has VCS has license | 98,741 | 42.78% |
| Has VCS but no author | 32,152 | 13.93% |
| Has VCS has author | 117,539 | 50.92% |
| Has VCS but no summary | 3,825 | 1.66% |
| No VCS | 81,124 | 35.15% |
| Has VCS | 149,691 | 64.85% |
| Has GitHub | 145,966 | 63.24% |
| Has Gitlab | 3,151 | 1.37% |
| Has Bitbucket | 574 | 0.25% |
| Has GitHub but no CI | 66,911 | 28.99% |
| Has GitHub but no Travis-CI | 140,405 | 60.83% |
| Has Travis-CI | 5,561 | 2.41% |
| No Travis-CI | 225,254 | 97.59% |
| Has Github Actions | 75,568 | 32.74% |
| No Github Actions | 155,247 | 67.26% |
| No Appveyor | 230,047 | 99.67% |
| Has Appveyor | 768 | 0.33% |
| No CircleCI | 230,815 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 137,839 | 59.72% |
| Has Coveralls | 8,127 | 3.52% |
| No Coveralls | 222,688 | 96.48% |
| No Tox | 216,365 | 93.74% |
| Has Tox | 14,450 | 6.26% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 230,815 | 100.0% |
| Number of packages indexed | 230,815 | |
| No summary | 18,402 | 7.97% |
| No license | 98,762 | 42.79% |
| No docs_url | 230,109 | 99.69% |
| Has docs_url | 706 | 0.31% |
| No author | 55,584 | 24.08% |
| Has author | 175,231 | 75.92% |
| No requires_python provided | 77,416 | 33.54% |
| Has requires_python provided | 153,399 | 66.46% |
| No keywords | 158,611 | 68.72% |
| Has keywords | 72,204 | 31.28% |
| Has requirements | 12,659 | 5.48% |
| No requirements | 218,156 | 94.52% |
| No editconfig | 230,815 | 100.0% |
| Has editconfig | 0 | 0.0% |
| No dockbot | 230,815 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 230,761 | 99.98% |
| Has landscape | 54 | 0.02% |
| Has GitHub link but it gives 404 | 12,548 | 5.44% |
| Has GitHub link but there was an exception fetching it | 23 | 0.01% |