| Has VCS but no license | 65,412 | 23.13% |
| Has VCS has license | 116,688 | 41.26% |
| Has VCS but no author | 44,441 | 15.72% |
| Has VCS has author | 137,659 | 48.68% |
| Has VCS but no summary | 4,591 | 1.62% |
| No VCS | 100,692 | 35.61% |
| Has VCS | 182,100 | 64.39% |
| Has GitHub | 177,790 | 62.87% |
| Has Gitlab | 3,702 | 1.31% |
| Has Bitbucket | 608 | 0.21% |
| Has GitHub but no CI | 83,139 | 29.4% |
| Has GitHub but no Travis-CI | 171,817 | 60.76% |
| Has Travis-CI | 5,973 | 2.11% |
| No Travis-CI | 276,819 | 97.89% |
| Has Github Actions | 90,950 | 32.16% |
| No Github Actions | 191,842 | 67.84% |
| No Appveyor | 281,964 | 99.71% |
| Has Appveyor | 828 | 0.29% |
| No CircleCI | 282,792 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 168,738 | 59.67% |
| Has Coveralls | 9,052 | 3.2% |
| No Coveralls | 273,740 | 96.8% |
| No Tox | 266,765 | 94.33% |
| Has Tox | 16,027 | 5.67% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 282,792 | 100.0% |
| Number of packages indexed | 282,792 | |
| No summary | 22,506 | 7.96% |
| No license | 126,405 | 44.7% |
| No docs_url | 282,049 | 99.74% |
| Has docs_url | 743 | 0.26% |
| No author | 75,454 | 26.68% |
| Has author | 207,338 | 73.32% |
| No requires_python provided | 87,919 | 31.09% |
| Has requires_python provided | 194,873 | 68.91% |
| No keywords | 197,242 | 69.75% |
| Has keywords | 85,550 | 30.25% |
| Has requirements | 20,272 | 7.17% |
| No requirements | 262,520 | 92.83% |
| No editconfig | 282,792 | 100.0% |
| Has editconfig | 0 | 0.0% |
| No dockbot | 282,792 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 282,734 | 99.98% |
| Has landscape | 58 | 0.02% |
| Has GitHub link but it gives 404 | 17,439 | 6.17% |
| Has GitHub link but there was an exception fetching it | 54 | 0.02% |