{"id":7401,"date":"2023-08-28T14:35:00","date_gmt":"2023-08-28T19:35:00","guid":{"rendered":"https:\/\/www.icesi.edu.co\/editorial\/?p=7401"},"modified":"2025-03-07T11:29:16","modified_gmt":"2025-03-07T16:29:16","slug":"empezando-visualizar-2ed","status":"publish","type":"post","link":"https:\/\/www.icesi.edu.co\/editorial\/empezando-visualizar-2ed\/","title":{"rendered":"Empezando a visualizar datos con R y ggplot2 (2da ed.)"},"content":{"rendered":"<p><a href=\"https:\/\/repository.icesi.edu.co\/biblioteca_digital\/bitstream\/10906\/105739\/1\/alonso_empezando_visualizar_2023.pdf\" target=\"_blank\" rel=\"noopener\">Download\/Descargar<\/a> | <a href=\"https:\/\/www.icesi.edu.co\/editorial\/empezando-visualizar-2ed-web\" target=\"_blank\" rel=\"noopener\">Leer en l\u00ednea<\/a><br \/>\n<strong>T\u00edtulo completo:<\/strong> Empezando a visualizar datos con R y ggplot2 (segunda edici\u00f3n).<br \/>\n<strong>Autores:<\/strong> Julio C\u00e9sar Alonso C. y Maria Fernanda Largo.<br \/>\n<strong>Colecci\u00f3n:<\/strong> Herramientas del Big Data y Analytics | <strong>N\u00famero:<\/strong> 3.<br \/>\n<strong>Editorial:<\/strong> Universidad Icesi.<br \/>\n<strong>ISBN:<\/strong> 978-628-7630-14-7 (eBook).<br \/>\n<strong>A\u00f1o de edici\u00f3n:<\/strong> 2023.<br \/>\n<span id=\"post-ratings-7401\" class=\"post-ratings\" data-nonce=\"f828f9d64c\"><img decoding=\"async\" id=\"rating_7401_1\" src=\"https:\/\/www.icesi.edu.co\/editorial\/wp-content\/plugins\/wp-postratings\/images\/stars_crystal\/rating_on.gif\" alt=\"1 estrella\" title=\"1 estrella\" onmouseover=\"current_rating(7401, 1, '1 estrella');\" onmouseout=\"ratings_off(5, 0, 0);\" onclick=\"rate_post();\" onkeypress=\"rate_post();\" style=\"cursor: pointer; border: 0px;\" \/><img decoding=\"async\" id=\"rating_7401_2\" src=\"https:\/\/www.icesi.edu.co\/editorial\/wp-content\/plugins\/wp-postratings\/images\/stars_crystal\/rating_on.gif\" alt=\"2 estrellas\" title=\"2 estrellas\" onmouseover=\"current_rating(7401, 2, '2 estrellas');\" onmouseout=\"ratings_off(5, 0, 0);\" onclick=\"rate_post();\" onkeypress=\"rate_post();\" style=\"cursor: pointer; border: 0px;\" \/><img decoding=\"async\" id=\"rating_7401_3\" src=\"https:\/\/www.icesi.edu.co\/editorial\/wp-content\/plugins\/wp-postratings\/images\/stars_crystal\/rating_on.gif\" alt=\"3 estrellas\" title=\"3 estrellas\" onmouseover=\"current_rating(7401, 3, '3 estrellas');\" onmouseout=\"ratings_off(5, 0, 0);\" onclick=\"rate_post();\" onkeypress=\"rate_post();\" style=\"cursor: pointer; border: 0px;\" \/><img decoding=\"async\" id=\"rating_7401_4\" src=\"https:\/\/www.icesi.edu.co\/editorial\/wp-content\/plugins\/wp-postratings\/images\/stars_crystal\/rating_on.gif\" alt=\"4 estrellas\" title=\"4 estrellas\" onmouseover=\"current_rating(7401, 4, '4 estrellas');\" onmouseout=\"ratings_off(5, 0, 0);\" onclick=\"rate_post();\" onkeypress=\"rate_post();\" style=\"cursor: pointer; border: 0px;\" \/><img decoding=\"async\" id=\"rating_7401_5\" src=\"https:\/\/www.icesi.edu.co\/editorial\/wp-content\/plugins\/wp-postratings\/images\/stars_crystal\/rating_on.gif\" alt=\"5 estrellas\" title=\"5 estrellas\" onmouseover=\"current_rating(7401, 5, '5 estrellas');\" onmouseout=\"ratings_off(5, 0, 0);\" onclick=\"rate_post();\" onkeypress=\"rate_post();\" style=\"cursor: pointer; border: 0px;\" \/> (<strong>57<\/strong> votos, promedio: <strong>5,00<\/strong> sobre 5)<br \/><span class=\"post-ratings-text\" id=\"ratings_7401_text\"><\/span><\/span><span id=\"post-ratings-7401-loading\" class=\"post-ratings-loading\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.icesi.edu.co\/editorial\/wp-content\/plugins\/wp-postratings\/images\/loading.gif\" width=\"16\" height=\"16\" class=\"post-ratings-image\" \/>Loading...<\/span>\n<table style=\"border: none;\">\n<tbody style=\"border: none;\">\n<tr valign=\"top\">\n<td valign=\"top\" style=\"border: none; vertical-align: top; height: 50%; width: 125px;\"><script type=\"text\/javascript\" src=\"\/\/cdn.plu.mx\/widget-popup.js\"><\/script><a href=\"https:\/\/plu.mx\/plum\/a\/?doi=10.18046\/EUI\/bda.h.3.2\" data-popup=\"right\" data-size=\"large\" class=\"plumx-plum-print-popup\" data-site=\"plum\" data-hide-when-empty=\"true\" data-lang=\"es\" target=\"_blank\" rel=\"noopener\">Empezando a visualizar datos con R y ggplot2 (segunda edici\u00f3n)<\/a>\n<\/td>\n<td style=\"border: none; vertical-align: top; height: 50%; width: 125px;\"><script type=\"text\/javascript\" src=\"https:\/\/d1bxh8uas1mnw7.cloudfront.net\/assets\/embed.js\"><\/script><\/p>\n<div class=\"altmetric-embed\" data-badge-type=\"donut\" data-altmetric-id=\"\"><\/div>\n<\/td>\n<td style=\"border: none; vertical-align: middle;\"><span class=\"__dimensions_badge_embed__\" data-doi=\"10.18046\/EUI\/bda.h.3.2\" data-hide-zero-citations=\"true\" data-legend=\"hover-right\" data-style=\"small_circle\"><\/span><script async=\"\" src=\"https:\/\/badge.dimensions.ai\/badge.js\" charset=\"utf-8\"><\/script>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div class=\"osc-res-tab tabbable   osc-tabs-left\"><div style=\"clear:both;width: 100%;\"><ul class=\"nav osc-res-nav nav-pills osc-tabs-left-ul\" id=\"oscitas-restabs-1-empezando-visualizar-2ed-16440\"><li class=\"active\"><a href=\"#ert_pane1-0\" data-toggle=\"tab\">Descripci\u00f3n<\/a><\/li><li class=\"\"><a href=\"#ert_pane1-1\" data-toggle=\"tab\">Contenido<\/a><\/li><li class=\"\"><a href=\"#ert_pane1-2\" data-toggle=\"tab\">Descargables<\/a><\/li><li class=\"\"><a href=\"#ert_pane1-3\" data-toggle=\"tab\">Autor(es)<\/a><\/li><li class=\"\"><a href=\"#ert_pane1-4\" data-toggle=\"tab\">Catalogaci\u00f3n<\/a><\/li><\/ul><\/div><div style=\"clear:both;width: 100%;\"><ul class=\"tab-content\" id=\"oscitas-restabcontent-1-empezando-visualizar-2ed-16440\"><li class=\"tab-pane active\" id=\"ert_pane1-0\"><p style=\"text-align: justify;\">Si est\u00e1s leyendo <i>Empezando a visualizar datos con R y ggplot2<\/i>, es porque haces parte de la comunidad que emplea R para analizar datos. Este libro tiene como objetivo presentar una primera aproximaci\u00f3n a visualizar datos empleando el paquete <i>ggplot2<\/i>. Este paquete permite realizar visualizaciones r\u00e1pidamente y de manera m\u00e1s intuitiva que la base de R. Si eres nuevo en el universo de R o en el uso del paquete <i>ggplot2<\/i>, este libro puede ser un buen punto de arranque. Si ya eres usuario de <i>ggplot2<\/i>, seguramente este libro no te aportar\u00e1 nuevos conocimientos, pero puede ser una herramienta de consulta de algunos conceptos b\u00e1sicos.<\/p>\n<p style=\"text-align: justify;\"><strong>C\u00f3mo citar (APA):<\/strong> Alonso, J. C. y Largo, M. F. (2023). <i>Empezando a visualizar datos con R y ggplot2 (2da ed.)<\/i>. Cali: Editorial Universidad Icesi. DOI: <a href=\"https:\/\/doi.org\/10.18046\/EUI\/bda.h.3.2\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.18046\/EUI\/bda.h.3.2<\/a><\/p><\/li><li class=\"tab-pane \" id=\"ert_pane1-1\"><strong>Tabla de contenido:<\/strong><\/p>\n<p>Prefacio<\/p>\n<p><strong>1 \/ El paquete ggplot2<\/strong><\/p>\n<p><strong>2 \/ Partes de una visualizaci\u00f3n en ggplot2<\/strong><\/p>\n<p><strong>3 \/ Geometr\u00edas para mostrar distribuci\u00f3n<\/strong><\/p>\n<p><strong>4 \/Geometr\u00edas para mostrar evoluci\u00f3n<\/strong><\/p>\n<p><strong>5 \/ Geometr\u00edas para mostrar relaci\u00f3n entre variables<\/strong><\/p>\n<p><strong>6 \/ Recomendaciones para mejorar una visualizaci\u00f3n<\/strong><\/p>\n<p><strong>7 \/ \u00bfY ahora qu\u00e9?<\/strong><\/p>\n<p><strong>8 \/ La campa de Tema (avanzado)<\/strong><\/p>\n<p><strong>9 \/ Gr\u00e1ficos avanzados<\/strong><\/p>\n<p>Bibliograf\u00eda<\/p>\n<p>\u00cdndice alfab\u00e9tico<br \/><\/li><li class=\"tab-pane \" id=\"ert_pane1-2\"><ul>\n<li style=\"text-align: justify;\">BDA_H_03.2 &#8211; calendario (RData) | <a href=\"https:\/\/drive.usercontent.google.com\/u\/0\/uc?id=18t7Q7AzBsfNr6j2fK4Mr3rqlW6Mguvv0&#038;export=download\" target=\"_blank\" rel=\"noopener\">Descargar<\/a>.<\/li>\n<\/ul><\/li><li class=\"tab-pane \" id=\"ert_pane1-3\"><ul>\n<li style=\"text-align: justify;\"><a href=\"https:\/\/orcid.org\/0000-0003-4890-7122\" target=\"_blank\" title=\"ORCID iD\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1012\" src=\"http:\/\/www.icesi.edu.co\/editorial\/wp-content\/uploads\/2020\/06\/ORCIDiD_icon16x16.png\" style=\"margin-right: 6px;\" alt=\"Icono ORCID\" width=\"16\" height=\"16\"><\/a><b>Julio C\u00e9sar Alonso C.<\/b>, Universidad Icesi (Cali, Colombia)<\/li>\n<li style=\"text-align: justify;\"><a href=\"https:\/\/orcid.org\/0000-0003-1118-3757\" target=\"_blank\" title=\"ORCID iD\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1012\" src=\"http:\/\/www.icesi.edu.co\/editorial\/wp-content\/uploads\/2020\/06\/ORCIDiD_icon16x16.png\" style=\"margin-right: 6px;\" alt=\"Icono ORCID\" width=\"16\" height=\"16\"><\/a><b>Maria Fernanda Largo<\/b>, Universidad Icesi (Cali, Colombia)<\/li>\n<\/ul><\/li><li class=\"tab-pane \" id=\"ert_pane1-4\"><table>\n<tbody>\n<tr class=\"first odd\">\n<th width=\"150\">\n<p style=\"text-align: left;\">T\u00edtulo (ingl\u00e9s):<\/p>\n<\/th>\n<td class=\"data last\">Starting to visualize data with R and ggplot2 (second edition).<\/td>\n<\/tr>\n<tr class=\"even\">\n<th>\n<p style=\"text-align: left;\">DOI\/URL:<\/p>\n<\/th>\n<td class=\"data last\"><a href=\"https:\/\/doi.org\/10.18046\/EUI\/bda.h.3.2\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/doi.org\/10.18046\/EUI\/bda.h.3.2<\/a><\/td>\n<\/tr>\n<tr class=\"odd\">\n<th>\n<p style=\"text-align: left;\">Editorial(es):<\/p>\n<\/th>\n<td class=\"data last\">Universidad Icesi.<\/td>\n<\/tr>\n<tr class=\"even\">\n<th>\n<p style=\"text-align: left;\">Autor(es):<\/p>\n<\/th>\n<td class=\"data last\">Julio C\u00e9sar Alonso C. y Maria Fernanda Largo.<\/td>\n<\/tr>\n<tr class=\"odd\">\n<th>\n<p style=\"text-align: left;\">Palabras clave:<\/p>\n<\/th>\n<td class=\"data last\">R, Introducci\u00f3n, Lenguaje estad\u00edstico, Big Data Analytics.<\/td>\n<\/tr>\n<tr class=\"even\">\n<th>\n<p style=\"text-align: left;\">ISBN:<\/p>\n<\/th>\n<td class=\"data last\">978-628-7630-14-7 (eBook).<\/td>\n<\/tr>\n<tr class=\"odd\">\n<th>\n<p style=\"text-align: left;\">Fecha de edici\u00f3n:<\/p>\n<\/th>\n<td class=\"data last\">Septiembre de 2022.<\/td>\n<\/tr>\n<tr class=\"even\">\n<th>\n<p style=\"text-align: left;\">No. de p\u00e1ginas:<\/p>\n<\/th>\n<td class=\"data last\">94.<\/td>\n<\/tr>\n<tr class=\"odd\">\n<th>\n<p style=\"text-align: left;\">Idioma(s):<\/p>\n<\/th>\n<td class=\"data last\">Espa\u00f1ol.<\/td>\n<\/tr>\n<tr class=\"even\">\n<th>\n<p style=\"text-align: left;\">Formato(s):<\/p>\n<\/th>\n<td class=\"data last\">Libro electr\u00f3nico (eBook).<\/td>\n<\/tr>\n<tr class=\"odd\">\n<th>\n<p style=\"text-align: left;\">Alto x ancho:<\/p>\n<\/th>\n<td class=\"data last\">27,9 x 21,5 cm.<\/td>\n<\/tr>\n<tr class=\"even\">\n<th>\n<p style=\"text-align: left;\">Colecci\u00f3n:<\/p>\n<\/th>\n<td class=\"data last\">Herramientas del Big Data y Analytics (3).<\/td>\n<\/tr>\n<tr class=\"odd\">\n<th>\n<p style=\"text-align: left;\">Producto:<\/p>\n<\/th>\n<td class=\"data last\">Libro de texto.<\/td>\n<\/tr>\n<tr class=\"last even\">\n<th>\n<p style=\"text-align: left;\">Observaciones:<\/p>\n<\/th>\n<td class=\"data last\">Incluye referencias bibliogr\u00e1ficas.<\/td>\n<\/tr>\n<tr class=\"last odd\">\n<th>\n<p style=\"text-align: left;\">Registro DSpace:<\/p>\n<\/th>\n<td class=\"data last\"><a href=\"https:\/\/doi.org\/10.18046\/EUI\/bda.h.3.2\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-1012\" src=\"http:\/\/www.icesi.edu.co\/editorial\/wp-content\/uploads\/2016\/04\/downloadIcon-e1460499009176.png\" alt=\"Icono de Repositorio - Contenido en la Nube\" width=\"25\" height=\"25\"><\/a><\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/li><\/ul><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Download\/Descargar | Leer en l\u00ednea T\u00edtulo completo: Empezando a visualizar datos con R y ggplot2 (segunda edici\u00f3n). Autores: Julio C\u00e9sar Alonso C. y Maria Fernanda Largo. Colecci\u00f3n: Herramientas del Big Data y Analytics | N\u00famero: 3. Editorial: Universidad Icesi. ISBN: 978-628-7630-14-7 (eBook). A\u00f1o de edici\u00f3n: 2023. Empezando a visualizar datos con R y ggplot2 (segunda [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":7405,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[814,728],"tags":[265,325,442,465,730,736,755,838,868,869,929],"class_list":["post-7401","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-herramientas","category-big-data","tag-fcae","tag-libro-de-texto","tag-julio-cesar-alonso","tag-descarga-gratuita","tag-big-data","tag-big-data-analytics","tag-herramientas-metodologicas","tag-838","tag-ggplot2","tag-rstudio","tag-fne"],"_links":{"self":[{"href":"https:\/\/www.icesi.edu.co\/editorial\/wp-json\/wp\/v2\/posts\/7401","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.icesi.edu.co\/editorial\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.icesi.edu.co\/editorial\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.icesi.edu.co\/editorial\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.icesi.edu.co\/editorial\/wp-json\/wp\/v2\/comments?post=7401"}],"version-history":[{"count":10,"href":"https:\/\/www.icesi.edu.co\/editorial\/wp-json\/wp\/v2\/posts\/7401\/revisions"}],"predecessor-version":[{"id":8358,"href":"https:\/\/www.icesi.edu.co\/editorial\/wp-json\/wp\/v2\/posts\/7401\/revisions\/8358"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.icesi.edu.co\/editorial\/wp-json\/wp\/v2\/media\/7405"}],"wp:attachment":[{"href":"https:\/\/www.icesi.edu.co\/editorial\/wp-json\/wp\/v2\/media?parent=7401"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.icesi.edu.co\/editorial\/wp-json\/wp\/v2\/categories?post=7401"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.icesi.edu.co\/editorial\/wp-json\/wp\/v2\/tags?post=7401"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}