{"id":22270542,"url":"https://github.com/maximiliancw/completely","last_synced_at":"2025-06-25T08:04:07.437Z","repository":{"id":57417463,"uuid":"325560933","full_name":"maximiliancw/completely","owner":"maximiliancw","description":"Measure your data completeness","archived":false,"fork":false,"pushed_at":"2024-03-25T10:12:26.000Z","size":13,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-05-28T07:32:12.953Z","etag":null,"topics":["data","data-cleaning","data-quality","data-science","missing-data"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/maximiliancw.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2020-12-30T13:42:35.000Z","updated_at":"2024-03-25T10:16:30.000Z","dependencies_parsed_at":"2024-03-25T11:32:06.989Z","dependency_job_id":"7ba75f40-186e-45c2-ad6d-38bab2db0250","html_url":"https://github.com/maximiliancw/completely","commit_stats":null,"previous_names":["innovinati/completely"],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/maximiliancw/completely","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/maximiliancw%2Fcompletely","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/maximiliancw%2Fcompletely/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/maximiliancw%2Fcompletely/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/maximiliancw%2Fcompletely/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/maximiliancw","download_url":"https://codeload.github.com/maximiliancw/completely/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/maximiliancw%2Fcompletely/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261832617,"owners_count":23216494,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["data","data-cleaning","data-quality","data-science","missing-data"],"created_at":"2024-12-03T12:08:46.886Z","updated_at":"2025-06-25T08:04:07.414Z","avatar_url":"https://github.com/maximiliancw.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# completely\n*High-quality* data is extremely important nowadays. But before you start cleaning/processing it,\nyou might want to check how **complete** the dataset really is:\n\n```python\nfrom completely import measure\n\ndata = [{'name': 'Bob', 'age': 42}, {'name': 'Alice', 'age': None}, {'name': '', 'age': 100}]\nprint(measure(data))\n\n# Output: 0.667\n```\n\n**completely** currently works with:\n- strings / ints / floats\n- lists\n- sets\n- dicts\n- Nested objects of one of the above\n\n## Setup\n```bash\npip install completely\n```\n\n## Contributing\nWe're happy about every meaningful contribution to this project via pull requests. If needed, we'll setup more precise guidelines on how to contribute at some point.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmaximiliancw%2Fcompletely","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmaximiliancw%2Fcompletely","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmaximiliancw%2Fcompletely/lists"}