| Has VCS but no license | 68,700 | 23.42% |
| Has VCS has license | 120,011 | 40.91% |
| Has VCS but no author | 47,640 | 16.24% |
| Has VCS has author | 141,071 | 48.09% |
| Has VCS but no summary | 4,696 | 1.6% |
| No VCS | 104,617 | 35.67% |
| Has VCS | 188,711 | 64.33% |
| Has GitHub | 184,311 | 62.83% |
| Has Gitlab | 3,778 | 1.29% |
| Has Bitbucket | 622 | 0.21% |
| Has GitHub but no CI | 86,515 | 29.49% |
| Has GitHub but no Travis-CI | 178,272 | 60.78% |
| Has Travis-CI | 6,039 | 2.06% |
| No Travis-CI | 287,289 | 97.94% |
| Has Github Actions | 94,069 | 32.07% |
| No Github Actions | 199,259 | 67.93% |
| No Appveyor | 292,491 | 99.71% |
| Has Appveyor | 837 | 0.29% |
| No CircleCI | 293,328 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 175,094 | 59.69% |
| Has Coveralls | 9,217 | 3.14% |
| No Coveralls | 284,111 | 96.86% |
| No Tox | 277,065 | 94.46% |
| Has Tox | 16,263 | 5.54% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 293,328 | 100.0% |
| Number of packages indexed | 293,328 | |
| No summary | 23,176 | 7.9% |
| No license | 132,300 | 45.1% |
| No docs_url | 292,582 | 99.75% |
| Has docs_url | 746 | 0.25% |
| No author | 80,704 | 27.51% |
| Has author | 212,624 | 72.49% |
| No requires_python provided | 89,433 | 30.49% |
| Has requires_python provided | 203,895 | 69.51% |
| No keywords | 204,990 | 69.88% |
| Has keywords | 88,338 | 30.12% |
| Has requirements | 22,369 | 7.63% |
| No requirements | 270,959 | 92.37% |
| No editconfig | 293,328 | 100.0% |
| Has editconfig | 0 | 0.0% |
| No dockbot | 293,328 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 293,270 | 99.98% |
| Has landscape | 58 | 0.02% |
| Has GitHub link but it gives 404 | 18,616 | 6.35% |
| Has GitHub link but there was an exception fetching it | 52 | 0.02% |