{"id":14068265,"url":"https://github.com/sherrisherry/cleandata","last_synced_at":"2026-02-18T21:03:15.091Z","repository":{"id":56937066,"uuid":"141081630","full_name":"sherrisherry/cleandata","owner":"sherrisherry","description":"R Package \"cleandata\"","archived":false,"fork":false,"pushed_at":"2018-12-02T03:52:30.000Z","size":23,"stargazers_count":3,"open_issues_count":0,"forks_count":1,"subscribers_count":0,"default_branch":"master","last_synced_at":"2026-01-12T19:50:25.547Z","etag":null,"topics":["cran","data-analysis","data-mining","machine-learning","r","r-package","wrangling"],"latest_commit_sha":null,"homepage":"https://cran.r-project.org/package=cleandata","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sherrisherry.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}},"created_at":"2018-07-16T03:23:17.000Z","updated_at":"2025-10-06T09:25:00.000Z","dependencies_parsed_at":"2022-08-21T01:10:10.695Z","dependency_job_id":null,"html_url":"https://github.com/sherrisherry/cleandata","commit_stats":null,"previous_names":[],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/sherrisherry/cleandata","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sherrisherry%2Fcleandata","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sherrisherry%2Fcleandata/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sherrisherry%2Fcleandata/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sherrisherry%2Fcleandata/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sherrisherry","download_url":"https://codeload.github.com/sherrisherry/cleandata/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sherrisherry%2Fcleandata/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29596126,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-18T20:59:56.587Z","status":"ssl_error","status_checked_at":"2026-02-18T20:58:41.434Z","response_time":162,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["cran","data-analysis","data-mining","machine-learning","r","r-package","wrangling"],"created_at":"2024-08-13T07:06:03.688Z","updated_at":"2026-02-18T21:03:13.127Z","avatar_url":"https://github.com/sherrisherry.png","language":"R","funding_links":[],"categories":["R"],"sub_categories":[],"readme":"# R Package \"cleandata\"\n\n[![CRAN status](https://www.r-pkg.org/badges/version/cleandata)](https://cran.r-project.org/package=cleandata) [![DOWNLOADSTOTAL](https://cranlogs.r-pkg.org/badges/grand-total/cleandata)](https://cranlogs.r-pkg.org/badges/grand-total/cleandata)\n\n\nA collection of functions that work with data frame to inspect and manipulate data; and to keep track of data manipulation by producing log files.\n\nAvailable on CRAN: https://cran.r-project.org/package=cleandata\n\nDemonstration: [Wrangling Ames Housing Dataset](https://cran.r-project.org/web/packages/cleandata/vignettes/Demo.html)\n\n*I planned to keep writing new demos and linking them in this Readme file.*\n\n## New in V0.3.0\n\n* Made parameter 'log' able to take value from a 'log_arg' variable in the parent environment (dynamic scoping) of a function\n  * The old way of assigning value to 'log' is also supported\n  * 'log' is the parameter to control producing log files\n\n### List of Functions\n\n* Inspection\n  * inspect_map:\tClassify The Columns of A Data Frame\n  * inspect_na:\t\tFind Out Which Columns Have Most NAs\n  * inspect_smap:\tA Simplified Thus Faster Version of inspect_map\n\n* Imputation\n  * impute_mean:\tImpute Missing Values by Mean\n  * impute_median:\tImpute Missing Values by Median\n  * impute_mode:\tImpute Missing Values by Mode\n\n* Encoding\n  * encode_binary:\tEncode Binary Data Into 0 and 1\n  * encode_ordinal:\tEncode Ordinal Data Into Integers\n  * encode_onehot:\tOne Hot encoding\n\n* Partitioning\n  * partition_random:\tPartition A Dataset Randomly\n\n* Other\n  * wh_dict:\tCreate Data Dictionary from Data Warehouse\n\n## Installation\n\nYou can install from [CRAN](https://cran.r-project.org/package=cleandata):\n\n```r\ninstall.packages('cleandata')\n```\n\nAlternatively, you can download the source package from the release page of this GitHub repo.\n\n```r\n# place the source package in your work directory\ninstall.packages('cleandata_0.3.0.tar.gz', repos = NULL, type=\"source\")\n```\n\n## Usage\n\n```r\n# loading the package\nlibrary('cleandata')\n\n# getting help\nhelp(package = 'cleandata')\n\n# getting demos\nbrowseVignettes('cleandata')\n```\n\n## List of Top-level Contents\n\n* DESCRIPTION: general Information of \"cleandata\"\n* NAMESPACE: specifies what functions are accessible by users\n* LICENSE: license file of \"cleandata\"\n* NEWS.md: news of updates\n* cran-comments.md: a record of correspondence with CRAN\n* README.md: this file\n* R/: source codes of \"cleandata\"\n* man/: source codes of the documentation of \"cleandata\"\n* vignettes/: source codes of the vignettes of \"cleandata\"\n\n## Update History\n\n* 07/18/2018: version 0.1.0 was submitted to CRAN\n* 09/03/2018: version 0.2.0 was uploaded to GitHub\n* 09/13/2018: version 0.2.0 was submitted to CRAN\n* 11/30/2018: version 0.3.0 was submitted to CRAN\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsherrisherry%2Fcleandata","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsherrisherry%2Fcleandata","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsherrisherry%2Fcleandata/lists"}