{"id":23412746,"url":"https://github.com/bitbynik/hmv_pack","last_synced_at":"2025-04-09T04:10:57.433Z","repository":{"id":266837236,"uuid":"899530616","full_name":"BitByNIK/hmv_pack","owner":"BitByNIK","description":"UCS633 Project-3","archived":false,"fork":false,"pushed_at":"2024-12-06T13:09:29.000Z","size":8,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-14T22:31:46.928Z","etag":null,"topics":["data-analysis-and-visualization","missing-data","tiet"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/BitByNIK.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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,"publiccode":null,"codemeta":null}},"created_at":"2024-12-06T13:08:56.000Z","updated_at":"2025-01-09T23:22:58.000Z","dependencies_parsed_at":"2024-12-06T13:39:02.305Z","dependency_job_id":"1fa03f35-1948-4cf4-911e-c91d87d8b64c","html_url":"https://github.com/BitByNIK/hmv_pack","commit_stats":null,"previous_names":["bitbynik/hmv_pack"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BitByNIK%2Fhmv_pack","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BitByNIK%2Fhmv_pack/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BitByNIK%2Fhmv_pack/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BitByNIK%2Fhmv_pack/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/BitByNIK","download_url":"https://codeload.github.com/BitByNIK/hmv_pack/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247974731,"owners_count":21026742,"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-analysis-and-visualization","missing-data","tiet"],"created_at":"2024-12-22T18:18:21.002Z","updated_at":"2025-04-09T04:10:57.404Z","avatar_url":"https://github.com/BitByNIK.png","language":"Python","readme":"# HANDLING MISSING DATA\n\n```\nPROJECT 3, UCS633 - Data Analysis and Visualization\nNikhil Gupta  \nCOE17\nRoll number: 101703371\n```\nOutput is the dataset which contains no missing values and this dataset is streamed to a new csv file whose name is provided by the user.\n\n## Installation\n`pip install hmvpack_NG`\n\n*Note the name has an underscore not a hyphen. If installation gives error or package is not found after installing, install as sudo.*\n\n*Recommended - test it out in a virtual environment.* \n\n## To use via command line\nThe package contains two functions i.e there are two ways of handling missing data. First two arguments are same for accessing both functions. \n\n1) Deleting the row with missing values.\n\n`HMVcli infile.csv outfile.csv D`\n\n2) Replacing the missing values by mean of the values of that particular feature\n\n`HMVcli infile.csv outfile.csv R`\n\n## To use in .py script\n\nFor Deletion function -\u003e \n\n```\nfrom hmvlib.models import delete_record\ndelete_record('infile.csv', 'oufile.csv')\n```\n\nFor Replacement function -\u003e \n\n```\nfrom hmvlib.models import replace_record\nreplace_record('infile.csv', 'oufile.csv')\n```\n\n*Can email me for any issues or suggestions*\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbitbynik%2Fhmv_pack","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbitbynik%2Fhmv_pack","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbitbynik%2Fhmv_pack/lists"}