{"id":32206023,"url":"https://github.com/alexym1/booklet","last_synced_at":"2026-02-19T23:01:18.764Z","repository":{"id":244462447,"uuid":"813221379","full_name":"alexym1/booklet","owner":"alexym1","description":"Multivariate exploratory data analysis in R","archived":false,"fork":false,"pushed_at":"2025-09-02T18:47:03.000Z","size":5049,"stargazers_count":1,"open_issues_count":2,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-12-09T04:17:32.259Z","etag":null,"topics":["dimensionality-reduction","multivariate-analysis","r"],"latest_commit_sha":null,"homepage":"https://alexym1.github.io/booklet/","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/alexym1.png","metadata":{"files":{"readme":"README.Rmd","changelog":"NEWS.md","contributing":".github/CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":".github/CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":".github/CODEOWNERS.txt","security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2024-06-10T17:48:42.000Z","updated_at":"2025-09-02T18:26:31.000Z","dependencies_parsed_at":"2024-06-14T21:55:14.695Z","dependency_job_id":"9b2ebaee-4ac8-4a2f-8c36-60afe2938591","html_url":"https://github.com/alexym1/booklet","commit_stats":null,"previous_names":["alexym1/factominer2","alexym1/booklet"],"tags_count":8,"template":false,"template_full_name":null,"purl":"pkg:github/alexym1/booklet","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexym1%2Fbooklet","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexym1%2Fbooklet/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexym1%2Fbooklet/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexym1%2Fbooklet/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/alexym1","download_url":"https://codeload.github.com/alexym1/booklet/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/alexym1%2Fbooklet/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29636035,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-19T22:32:43.237Z","status":"ssl_error","status_checked_at":"2026-02-19T22:32:38.330Z","response_time":117,"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":["dimensionality-reduction","multivariate-analysis","r"],"created_at":"2025-10-22T05:02:13.693Z","updated_at":"2026-02-19T23:01:18.759Z","avatar_url":"https://github.com/alexym1.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"---\r\noutput: github_document\r\nalways_allow_html: true\r\n---\r\n\r\n\u003c!-- README.md is generated from README.Rmd. Please edit that file --\u003e\r\n\r\n```{r, include = FALSE}\r\nknitr::opts_chunk$set(\r\n  collapse = TRUE,\r\n  comment = \"#\u003e\",\r\n  fig.path = \"man/figures/README-\",\r\n  out.width = \"100%\"\r\n)\r\n```\r\n\r\n# booklet \u003ca href=#\u003e\u003cimg src='man/figures/sticker.png' align=\"right\" width=\"120\" /\u003e\u003c/a\u003e\r\n\r\n\u003c!-- badges: start --\u003e\r\n[![CRAN_Status_Badge](https://www.r-pkg.org/badges/version/booklet)](https://cran.r-project.org/package=booklet)\r\n[![](https://cranlogs.r-pkg.org/badges/booklet)](https://cran.r-project.org/package=booklet)\r\n![](https://img.shields.io/badge/github%20version-1.0.1-green.svg)\r\n[![R-CMD-check](https://github.com/alexym1/booklet/actions/workflows/R-CMD-check.yaml/badge.svg)](https://github.com/alexym1/booklet/actions/workflows/R-CMD-check.yaml)\r\n[![Codecov test coverage](https://codecov.io/gh/alexym1/booklet/branch/master/graph/badge.svg)](https://app.codecov.io/gh/alexym1/booklet?branch=master)\r\n\u003c!-- badges: end --\u003e\r\n\r\n\u003e Multivariate exploratory data analysis in R\r\n\r\n\r\n## Overview\r\n`booklet` is a ground-up rewrite of [FactoMineR](https://github.com/husson/FactoMineR/tree/master) that provides a set of functions for multivariate exploratory data analysis. It is designed to be a more user-friendly version of `FactoMineR`. The main goal was to make the package more intuitive and easier to use. The package is still under development, and some functions are not yet implemented. However, the main functions are already available.\r\n\r\n\r\n## Installation\r\n\r\nThe `booklet` package can be installed from CRAN as follows:\r\n\r\n```{r eval = FALSE}\r\ninstall.packages(\"booklet\")\r\n```\r\n\r\nThe latest version can be installed from GitHub as follows: \r\n\r\n```{r eval = FALSE}\r\n# install.packages(\"pak\")\r\npak::pak(\"alexym1/booklet\")\r\n```\r\n\r\n## Example\r\n\r\n```{r, message = FALSE, warning = FALSE}\r\nlibrary(booklet)\r\n\r\n# Get active individuals\r\nX_active \u003c- pca_standardize_norm(iris[, -5])\r\nhead(X_active)\r\n```\r\n\r\n```{r, message = FALSE, warning = FALSE}\r\n# Get eigs\r\neigs \u003c- pca_eigen(X_active)\r\neigs$values\r\n```\r\n\r\n```{r, message = FALSE, warning = FALSE}\r\n# Get principal components\r\nind_coords \u003c- pca_ind_coords(eigs)\r\nhead(ind_coords)\r\n```\r\n\r\n\r\n## Code of conduct\r\n\r\nPlease note that this project is released with a [Contributor Code of Conduct](https://alexym1.github.io/booklet/CONTRIBUTING.html). By participating in this project you agree to abide by its terms.\r\n\r\n\r\n## Acknowledgments\r\n\r\nThis logo was created by [@obstacle.graphic](https://linktr.ee/obstacle.graphic).","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falexym1%2Fbooklet","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Falexym1%2Fbooklet","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Falexym1%2Fbooklet/lists"}