{"id":22088011,"url":"https://github.com/coatless-rpkg/ucidata","last_synced_at":"2026-04-01T17:18:03.666Z","repository":{"id":77178535,"uuid":"88808544","full_name":"coatless-rpkg/ucidata","owner":"coatless-rpkg","description":"R data package containing data sets on UCI's ML repo","archived":false,"fork":false,"pushed_at":"2024-07-28T05:26:57.000Z","size":2311,"stargazers_count":14,"open_issues_count":0,"forks_count":2,"subscribers_count":2,"default_branch":"main","last_synced_at":"2026-03-28T01:30:18.802Z","etag":null,"topics":["data","data-package","machine-learning","ml","r","r-package","rstats","uci-machine-learning"],"latest_commit_sha":null,"homepage":"http://r-pkg.thecoatlessprofessor.com/ucidata/","language":"R","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/coatless-rpkg.png","metadata":{"files":{"readme":"README.Rmd","changelog":"NEWS.md","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},"funding":{"github":["coatless"],"patreon":null,"open_collective":null,"ko_fi":null,"tidelift":null,"community_bridge":null,"liberapay":null,"issuehunt":null,"otechie":null,"lfx_crowdfunding":null,"custom":null}},"created_at":"2017-04-20T01:47:02.000Z","updated_at":"2024-07-28T05:24:50.000Z","dependencies_parsed_at":"2023-11-07T16:07:56.521Z","dependency_job_id":"3e3ab4ac-f033-455e-9c6b-5286436aa791","html_url":"https://github.com/coatless-rpkg/ucidata","commit_stats":{"total_commits":36,"total_committers":4,"mean_commits":9.0,"dds":0.2222222222222222,"last_synced_commit":"faa43d93eca789be2c081bbff891c0372b6519a4"},"previous_names":[],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/coatless-rpkg/ucidata","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/coatless-rpkg%2Fucidata","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/coatless-rpkg%2Fucidata/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/coatless-rpkg%2Fucidata/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/coatless-rpkg%2Fucidata/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/coatless-rpkg","download_url":"https://codeload.github.com/coatless-rpkg/ucidata/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/coatless-rpkg%2Fucidata/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31290537,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-01T13:12:26.723Z","status":"ssl_error","status_checked_at":"2026-04-01T13:12:25.102Z","response_time":53,"last_error":"SSL_read: 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":["data","data-package","machine-learning","ml","r","r-package","rstats","uci-machine-learning"],"created_at":"2024-12-01T02:07:20.972Z","updated_at":"2026-04-01T17:18:03.639Z","avatar_url":"https://github.com/coatless-rpkg.png","language":"R","funding_links":["https://github.com/sponsors/coatless"],"categories":[],"sub_categories":[],"readme":"---\noutput: github_document\n---\n\n\u003c!-- README.md is generated from README.Rmd. Please edit that file --\u003e\n\n```{r, echo = FALSE}\nknitr::opts_chunk$set(\n  collapse = TRUE,\n  comment = \"#\u003e\",\n  fig.path = \"README-\"\n)\n```\n\n# `ucidata` - Data Sets from UC Irvine's ML Library \n\n\u003c!-- badges: start --\u003e\n[![R-CMD-check](https://github.com/coatless-rpkg/ucidata/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/coatless-rpkg/ucidata/actions/workflows/R-CMD-check.yaml)\n\u003c!-- badges: end --\u003e\n\nThe following is an _R_ data package that features certain data sets from \nthe [Machine Learning Library at UC Irvine](https://archive.ics.uci.edu/ml/).\nThese data sets have been cleaned up and provide documentation via _R_'s help system. \n\n\u003e [!NOTE]\n\u003e\n\u003e Want to easily access data sets not included in this package? \n\u003e \n\u003e Check out the [`{ucimlrepo}`](https://github.com/coatless-rpkg/ucimlrepo) R package!\n\u003e The package provides an interface to download and automatically load data \n\u003e sets from the UC Irvine Machine Learning Repository.\n\n## Installation\n\nYou can install `ucidata` from github with:\n\n```{r gh-installation, eval = FALSE}\n# install.packages(\"remotes\")\nremotes::install_github(\"coatless-rpkg/ucidata\")\n```\n\n## Using data in the package\n\nThere are two ways to access the data contained within this package. \n\nThe first is to load the package itself and type the name of a data set.\nThis approach takes advantage of _R_'s lazy loading mechansim, which avoids\nloading the data until it is used in _R_ session. For details on \nhow lazy loading works, please see [Section 1.17: Lazy Loading](https://cran.r-project.org/doc/manuals/r-release/R-ints.html#Lazy-loading)\nof the [R Internals](https://cran.r-project.org/doc/manuals/r-release/R-ints.html)\nmanual.\n\n```{r use-data-package, eval = FALSE}\n# Load the `ucidata` package\nlibrary(\"ucidata\")\n\n# See the first 10 observations of the `autompg` dataset\nhead(autompg)\n\n# View the help documentation for `autompg`\n?autompg\n```\n\nThe second approach is to use the `data()` command to load data on the \nfly without and type the name of a data set.\n\n```{r use-data-call, eval = FALSE}\n# Loading `autompg` without a `library(ucidata)` call\ndata(\"autompg\", package = \"ucidata\")\n\n# See the first 10 observations of the `autompg` dataset\nhead(autompg)\n\n# View the help documentation for `autompg`\n?autompg\n```\n\n## Included Data Sets\n\nThe following data sets are included in the `ucidata` package:\n\n- [`abalone`](https://archive.ics.uci.edu/ml/datasets/abalone)\n- [`adult`](https://archive.ics.uci.edu/ml/datasets/adult)\n- [`autoimports`](https://archive.ics.uci.edu/ml/datasets/Automobile)\n- [`autompg`](https://archive.ics.uci.edu/ml/datasets/auto+mpg)\n- Breast Cancer Wisconsin:\n    - [`bcw_original` (Breast Cancer Wisconsin Original)](https://archive.ics.uci.edu/ml/datasets/breast+cancer+wisconsin+(original))\n- Heart Disease\n    - [`heart_disease_cl`](https://archive.ics.uci.edu/ml/datasets/Heart+Disease)\n    - [`heart_disease_hu`](https://archive.ics.uci.edu/ml/datasets/Heart+Disease)\n    - [`heart_disease_va`](https://archive.ics.uci.edu/ml/datasets/Heart+Disease)\n    - [`heart_disease_ch`](https://archive.ics.uci.edu/ml/datasets/Heart+Disease)\n- [`bike_sharing_daily`](https://archive.ics.uci.edu/ml/datasets/bike+sharing+dataset)\n- [`bridges`](https://archive.ics.uci.edu/ml/datasets/Pittsburgh+Bridges)\n- [`car_eval`](https://archive.ics.uci.edu/ml/datasets/Car+Evaluation)\n- [`forest_fires`](https://archive.ics.uci.edu/ml/datasets/Forest+Fires)\n- [`glass`](https://archive.ics.uci.edu/ml/datasets/Glass+Identification)\n- [`hepatitis`](https://archive.ics.uci.edu/ml/datasets/hepatitis)\n- [`wine`](https://archive.ics.uci.edu/ml/datasets/wine)\n\n## Build Scripts\n\nWant to see how each data set was imported? Check out the [`data-raw`](https://github.com/coatless-rpkg/ucidata/tree/master/data-raw) folder!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcoatless-rpkg%2Fucidata","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcoatless-rpkg%2Fucidata","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcoatless-rpkg%2Fucidata/lists"}