| Has VCS but no license | 74,135 | 23.96% |
| Has VCS has license | 124,329 | 40.18% |
| Has VCS but no author | 53,327 | 17.24% |
| Has VCS has author | 145,137 | 46.91% |
| Has VCS but no summary | 4,833 | 1.56% |
| No VCS | 110,947 | 35.86% |
| Has VCS | 198,464 | 64.14% |
| Has GitHub | 193,916 | 62.67% |
| Has Gitlab | 3,912 | 1.26% |
| Has Bitbucket | 636 | 0.21% |
| Has GitHub but no CI | 91,236 | 29.49% |
| Has GitHub but no Travis-CI | 187,865 | 60.72% |
| Has Travis-CI | 6,051 | 1.96% |
| No Travis-CI | 303,360 | 98.04% |
| Has Github Actions | 98,967 | 31.99% |
| No Github Actions | 210,444 | 68.01% |
| No Appveyor | 308,568 | 99.73% |
| Has Appveyor | 843 | 0.27% |
| No CircleCI | 309,411 | 100.0% |
| Has CircleCI | 0 | 0.0% |
| Has GitHub but no Coveralls | 184,439 | 59.61% |
| Has Coveralls | 9,477 | 3.06% |
| No Coveralls | 299,934 | 96.94% |
| No Tox | 292,808 | 94.63% |
| Has Tox | 16,603 | 5.37% |
| Has bugtrack_url | 0 | 0.0% |
| No bugtrack_url | 309,411 | 100.0% |
| Number of packages indexed | 309,411 | |
| No summary | 23,852 | 7.71% |
| No license | 142,362 | 46.01% |
| No docs_url | 308,661 | 99.76% |
| Has docs_url | 750 | 0.24% |
| No author | 90,342 | 29.2% |
| Has author | 219,069 | 70.8% |
| No requires_python provided | 90,512 | 29.25% |
| Has requires_python provided | 218,899 | 70.75% |
| No keywords | 215,385 | 69.61% |
| Has keywords | 94,026 | 30.39% |
| Has requirements | 24,740 | 8.0% |
| No requirements | 284,671 | 92.0% |
| No editconfig | 309,410 | 100.0% |
| Has editconfig | 1 | 0.0% |
| No dockbot | 309,411 | 100.0% |
| Has dockbot | 0 | 0.0% |
| No landscape | 309,351 | 99.98% |
| Has landscape | 60 | 0.02% |
| Has GitHub link but it gives 404 | 20,435 | 6.6% |
| Has GitHub link but there was an exception fetching it | 59 | 0.02% |