{"id":66745,"date":"2018-12-18T12:35:52","date_gmt":"2018-12-18T11:35:52","guid":{"rendered":"https:\/\/internetrepublica.com\/?p=66745"},"modified":"2019-07-25T09:39:45","modified_gmt":"2019-07-25T07:39:45","slug":"procesar-logs-r-studio","status":"publish","type":"post","link":"https:\/\/internetrepublica.com\/blog\/procesar-logs-r-studio\/","title":{"rendered":"Procesar logs con R Studio"},"content":{"rendered":"<p>Una de las dificultades con la que nos encontramos al analizar el SEO de clientes que tienen millones de URLs, es que es muy dif\u00edcil aislar los datos y detectar cu\u00e1les son los problemas que hacen que nuestro posicionamiento no mejore.<\/p>\n<p>A veces, identificar que no tenemos etiquetas onpage bien optimizadas, que nos faltan los h1 en algunas p\u00e1ginas, que no tenemos alguna etiqueta canonical bien implementada o que el enlazado interno no es el m\u00e1s adecuado, no nos da la visi\u00f3n completa de por qu\u00e9 google no nos posiciona una determinada keyword o por qu\u00e9 no rastrea una determinada URL.<\/p>\n<h2><strong>\u00bfC\u00f3mo rastrea Google mi web?<\/strong><\/h2>\n<p>Para conocer de primera mano qu\u00e9 es lo que ve Google y qu\u00e9 est\u00e1 rastreando, es imprescindible analizar las peticiones que Google hace a nuestro site a trav\u00e9s de los logs del servidor. De esta forma podemos identificar claramente si existe alg\u00fan problema de rastreo y si Google est\u00e1 rastreando adecuadamente la URLs que nos interesan o por el contrario est\u00e1 rastreando urls que no son relevantes para SEO.<\/p>\n<h2><strong>Proceso para analizar logs con R Studio<\/strong><\/h2>\n<p>Como ya sab\u00e9is, en Internet Rep\u00fablica somos muy fans de <strong>R Studio<\/strong> ya que nos permite analizar datos de forma masiva sin tener que tener unos conocimientos t\u00e9cnicos demasiado avanzados. Con unas simples l\u00edneas de c\u00f3digo y gracias a las librer\u00edas que existen podemos procesar datos y analizarlos para <a href=\"https:\/\/internetrepublica.com\/web-scraping-con-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">scrapear contenido<\/a> o <a href=\"https:\/\/internetrepublica.com\/analisis-de-la-relacion-de-factores-seo-en-r-studio\/\" target=\"_blank\" rel=\"noopener noreferrer\">analizar relaciones entre factores<\/a>&nbsp;entre otras muchas cosas.<\/p>\n<ul>\n<li>Lo primero que tenemos que hacer es tener instalado <strong>R Studio<\/strong> junto con el <strong>paquete readr<\/strong> que es el que nos va a permitir procesar los logs. Para instalar este paquete solo tendremos que poner la siguiente l\u00ednea en la consola:&nbsp;<strong>install.packages(&#8216;readr&#8217;)<\/strong><\/li>\n<li>Ahora seleccionaremos el archivo de logs que creemos procesar. Para ello haremos la siguiente llamada a la consola que har\u00e1 que se nos abra una ventana donde seleccionar nuestro archivo de logs. Una vez seleccionado el archivo, ejecutaremos esa l\u00ednea:<\/li>\n<\/ul>\n<p><strong>File&lt;- file.choose()<\/strong>&nbsp; elegimos el fichero de logs<\/p>\n<ul>\n<li>Ya tenemos nuestro archivo de logs dentro de la herramienta. Para procesar los datos, necesitaremos cargar la librer\u00eda readr, para ello ejecutamos la siguiente l\u00ednea <strong>library(readr)<\/strong><\/li>\n<li>Para procesar el archivo ejecutaremos la siguiente l\u00ednea en la consola que nos generar\u00e1 el dataframe con los datos completos a analizar<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-66746 size-full\" src=\"https:\/\/internetrepublica.com\/wp-content\/uploads\/2018\/12\/rstudio-logs.png\" alt=\"an\u00e1lisis de logs\" width=\"616\" height=\"153\" srcset=\"https:\/\/internetrepublica.com\/blog\/wp-content\/uploads\/2018\/12\/rstudio-logs.png 616w, https:\/\/internetrepublica.com\/blog\/wp-content\/uploads\/2018\/12\/rstudio-logs-300x75.png 300w\" sizes=\"auto, (max-width: 616px) 100vw, 616px\" \/><\/li>\n<li>Con esto tendremos nuestros datos procesados, ahora solo tendr\u00edamos que adaptar las columnas que realmente necesitamos trabajar para poder hacer una an\u00e1lisis. Lo primero que debemos hacer es renombrar las columnas, ya que por defecto contar\u00e1n con una numeraci\u00f3n (x1, x2, x3, etc). Para ello, a\u00f1adiremos los valores renombrados en el vector <strong>col_names<\/strong>&nbsp;por ejemplo:<\/li>\n<\/ul>\n<p><strong>log- read_log(file, skip=0, col_names = c(\u201cIP\u201d, \u201c2\u201d, \u201c3\u201d, \u201cfecha\u201d, \u201cpeticion\u201d, \u201cstatus\u201d, \u201ctama\u00f1o1\u201d, \u201ctama\u00f1o2\u201d, \u201creferrer\u201d, \u201cuseragent\u201d, &#8220;11\u201d, \u201c12\u201d))<\/strong><\/p>\n<p>Renombramos aquellas columnas que nos interesen y al resto podemos mantener la numeraci\u00f3n ya que m\u00e1s adelante las eliminaremos.<\/p>\n<ul>\n<li>Una vez tenemos renombradas las columnas con los datos que nos interesan, debemos filtrar aquellas que queremos analizar y eliminar el resto. Para ello utilizaremos esta l\u00ednea que selecciona las columnas que indicamos.<\/li>\n<\/ul>\n<p><strong>log[, c(&#8220;IP&#8221;,&#8221;fecha&#8221;,&#8221;peticion&#8221;,&#8221;status&#8221;,&#8221;referrer&#8221;,&#8221;useragent&#8221;)]<\/strong><\/p>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-66749 size-full\" src=\"https:\/\/internetrepublica.com\/wp-content\/uploads\/2018\/12\/logs-filtrado.png\" alt=\"procesar logs para seo\" width=\"1057\" height=\"113\" srcset=\"https:\/\/internetrepublica.com\/blog\/wp-content\/uploads\/2018\/12\/logs-filtrado.png 1057w, https:\/\/internetrepublica.com\/blog\/wp-content\/uploads\/2018\/12\/logs-filtrado-300x32.png 300w, https:\/\/internetrepublica.com\/blog\/wp-content\/uploads\/2018\/12\/logs-filtrado-768x82.png 768w, https:\/\/internetrepublica.com\/blog\/wp-content\/uploads\/2018\/12\/logs-filtrado-1024x109.png 1024w, https:\/\/internetrepublica.com\/blog\/wp-content\/uploads\/2018\/12\/logs-filtrado-640x68.png 640w, https:\/\/internetrepublica.com\/blog\/wp-content\/uploads\/2018\/12\/logs-filtrado-700x75.png 700w\" sizes=\"auto, (max-width: 1057px) 100vw, 1057px\" \/><\/p>\n<ul>\n<li>Ya tenemos los datos que necesitamos, solo nos quedar\u00eda filtrar por Googlebot para conocer cu\u00e1les son las peticiones que hace Google al servidor, para ello solo tendremos que indicar que texto queremos filtrar y en qu\u00e9 columna de datos. Esto lo haremos de la siguiente forma:<\/li>\n<\/ul>\n<p>Ejecutamos la librer\u00eda dplyr &gt; <strong>library(dplyr)<\/strong><\/p>\n<p>A continuaci\u00f3n ejecutamos la siguiente l\u00ednea de c\u00f3digo:<\/p>\n<p style=\"line-height: 11.25pt; background: white;\"><strong>log.googlebot&lt;-log %&gt;% filter(grepl(&#8220;googlebot&#8221;,useragent))<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>Con esta regla podr\u00edamos filtrar las peticiones a googlebot u otros valores como status 200, redirects, fechas concretas, etc.<\/p>\n<ul>\n<li>De esta manera podremos analizar cu\u00e1les son las peticiones que Googlebot hace a nuestra web y comprobar si se hacen a urls relevantes para SEO o por el contrario detectamos peticiones que no deben existir y tomar acciones para mejorar el crawl budget.<\/li>\n<\/ul>\n<p>Como pod\u00e9is comprobar es algo muy sencillo y solo conociendo algunas l\u00edneas de c\u00f3digo y librer\u00edas podemos procesar una gran cantidad de datos que nos ayuden a entender <strong>c\u00f3mo Google rastrea nuestro site<\/strong>.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Una de las dificultades con la que nos encontramos al analizar el SEO de clientes que tienen millones de URLs, es que es muy dif\u00edcil&#8230;<\/p>\n","protected":false},"author":15,"featured_media":66751,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[119],"tags":[352,1156],"class_list":["post-66745","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-seo","tag-google","tag-rstudio"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Procesar logs con R Studio - Internet Rep\u00fablica<\/title>\n<meta name=\"description\" content=\"Aprende a procesar logs con Rstudio. 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