{"id":15639020,"url":"https://github.com/terrytangyuan/autoplotly","last_synced_at":"2025-08-20T08:32:44.953Z","repository":{"id":52174158,"uuid":"116608209","full_name":"terrytangyuan/autoplotly","owner":"terrytangyuan","description":"Automatic Generation of Interactive Visualizations for Statistical Results","archived":false,"fork":false,"pushed_at":"2023-07-07T16:54:22.000Z","size":3663,"stargazers_count":88,"open_issues_count":1,"forks_count":10,"subscribers_count":13,"default_branch":"master","last_synced_at":"2024-12-06T02:39:18.937Z","etag":null,"topics":["data-visualization","ggplot2","interactive-visualizations","machine-learning","plotly","plotlyjs","rstats","statistics"],"latest_commit_sha":null,"homepage":"","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/terrytangyuan.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2018-01-07T23:47:54.000Z","updated_at":"2024-08-16T20:41:11.000Z","dependencies_parsed_at":"2023-09-23T17:12:05.968Z","dependency_job_id":"9db4f081-8e6e-4170-aea1-75237446ab14","html_url":"https://github.com/terrytangyuan/autoplotly","commit_stats":{"total_commits":62,"total_committers":3,"mean_commits":"20.666666666666668","dds":0.06451612903225812,"last_synced_commit":"f4d05d764e7e4dd6e7b0bcaf8c373e9eb112eb02"},"previous_names":[],"tags_count":6,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/terrytangyuan%2Fautoplotly","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/terrytangyuan%2Fautoplotly/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/terrytangyuan%2Fautoplotly/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/terrytangyuan%2Fautoplotly/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/terrytangyuan","download_url":"https://codeload.github.com/terrytangyuan/autoplotly/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":230408170,"owners_count":18220974,"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-visualization","ggplot2","interactive-visualizations","machine-learning","plotly","plotlyjs","rstats","statistics"],"created_at":"2024-10-03T11:24:23.199Z","updated_at":"2024-12-19T09:07:30.629Z","avatar_url":"https://github.com/terrytangyuan.png","language":"R","funding_links":["https://github.com/sponsors/terrytangyuan)!"],"categories":["Interactive"],"sub_categories":[],"readme":"**Note**: This package has been maintained by [@terrytangyuan](https://github.com/terrytangyuan) since 2017. Please [consider sponsoring](https://github.com/sponsors/terrytangyuan)!\n\n[![CRAN_Status_Badge](http://www.r-pkg.org/badges/version/autoplotly)](https://cran.r-project.org/package=autoplotly)\n[![DOI](https://zenodo.org/badge/116608209.svg)](https://zenodo.org/badge/latestdoi/116608209)\n[![DOI](http://joss.theoj.org/papers/10.21105/joss.00657/status.svg)](https://doi.org/10.21105/joss.00657)\n\n# autoplotly\n\nThis R package provides functionalities to automatically generate interactive visualizations for many\npopular statistical results supported by [ggfortify](https://github.com/sinhrks/ggfortify)\npackage with [plotly.js](https://plot.ly) and [ggplot2](http://ggplot2.tidyverse.org/) style.\nThe generated visualizations can also be easily extended using ggplot2 syntax while staying interactive. \n\n![autoplotly-demo](images/autoplotly-demo.gif)\n\nYou can play the examples interactively [here](https://terrytangyuan.github.io/2018/02/12/autoplotly-intro/).\n\n## Installation\n\nTo install the current version from CRAN, use:\n\n``` r\ninstall.packages(\"autoplotly\")\n```\n\nTo install from development version on Github, use:\n\n``` r\ndevtools::install_github(\"terrytangyuan/autoplotly\")\n```\n\n## Example\n\n``` r\n# Automatically generate interactive plot for results produced by `stats::prcomp`\np \u003c- autoplotly(prcomp(iris[c(1, 2, 3, 4)]), data = iris,\n  colour = 'Species', label = TRUE, label.size = 3, frame = TRUE)\n\n# You can apply additional ggplot2 elements to the generated interactive plot\np +\n  ggplot2::ggtitle(\"Principal Components Analysis\") +\n  ggplot2::labs(y = \"Second Principal Components\", x = \"First Principal Components\")\n\n# Or apply additional plotly elements to the generated interactive plot\np %\u003e% plotly::layout(annotations = list(\n  text = \"Example Text\",\n  font = list(\n    family = \"Courier New, monospace\",\n    size = 18,\n    color = \"black\"),\n  x = 0,\n  y = 0,\n  showarrow = TRUE))\n```\n\nYou can `autoplotly` many other statistical results automatically with the help of [ggfortify](https://github.com/sinhrks/ggfortify). A complete list can be found [here](https://github.com/sinhrks/ggfortify#coverage).\n\n## Reference/Citation\n\nTo cite `autoplotly` in publications, please use the following (available via `citation(\"autoplotly\")`):\n\n\u003e Yuan Tang (2018). autoplotly: An R package for automatic generation of interactive visualizations for statistical results. Journal of Open Source Software, 3(24), 657, https://doi.org/10.21105/joss.00657\n\u003e \n\u003e Yuan Tang, Masaaki Horikoshi, and Wenxuan Li (2016). ggfortify: Unified Interface to Visualize Statistical Result of Popular R Packages. The R Journal, 8.2, 478-489.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fterrytangyuan%2Fautoplotly","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fterrytangyuan%2Fautoplotly","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fterrytangyuan%2Fautoplotly/lists"}