{"id":21319,"date":"2016-06-16T14:43:29","date_gmt":"2016-06-16T12:43:29","guid":{"rendered":"https:\/\/www.ramonramon.org\/blog\/?p=21319"},"modified":"2023-01-12T18:31:13","modified_gmt":"2023-01-12T17:31:13","slug":"herramientas-del-analista-digital","status":"publish","type":"post","link":"https:\/\/ramonramon.org\/blog\/2016\/06\/16\/herramientas-del-analista-digital\/","title":{"rendered":"Analista Digital: Herramientas libres"},"content":{"rendered":"<p style=\"text-align: justify;\">El d\u00eda a d\u00eda de un analista digital\u00a0pasa por ser capaz de digerir toda la informaci\u00f3n que recibe a trav\u00e9s de Internet y que debe ser segmentada y de f\u00e1cil manipulaci\u00f3n.<\/p>\n<p style=\"text-align: justify;\">Para ello disponemos de muchas herramientas que nos facilitan algunas de las tareas que debemos realizar y que os quiero presentar a continuaci\u00f3n, el \u00fanico requisito de esta lista es que todas las herramientas son <a href=\"https:\/\/www.ramonramon.org\/blog\/category\/conocimientolibre\/open-source\/\">open source<\/a> o <a href=\"https:\/\/www.ramonramon.org\/blog\/tag\/software-libre\/\">software libre<\/a>.<\/p>\n<p style=\"text-align: justify;\">Voy a englobar las herramientas en cuatro\u00a0categor\u00edas clave en las que todo analista digital debe saber desenvolverse:<\/p>\n<ul style=\"text-align: justify;\">\n<li><strong>Data Mining (o <a href=\"https:\/\/es.wikipedia.org\/wiki\/Miner%C3%ADa_de_datos\">Miner\u00eda de Datos<\/a>)<\/strong><\/li>\n<li><strong>Data Visualization (o <a href=\"https:\/\/es.wikipedia.org\/wiki\/Visualizaci%C3%B3n_de_datos\">Visualizaci\u00f3n de Datos<\/a>)<\/strong><\/li>\n<li><strong>Web Analytics (o <a href=\"https:\/\/es.wikipedia.org\/wiki\/Anal%C3%ADtica_web\">Anal\u00edtica Web<\/a>)<\/strong><\/li>\n<li><strong>Business Intelligence (o <a href=\"https:\/\/es.wikipedia.org\/wiki\/Inteligencia_empresarial\">Inteligencia de Negocio<\/a>)<\/strong><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"text-decoration: underline;\"><strong>Data Mining<\/strong><\/span><\/p>\n<p style=\"text-align: justify;\">La miner\u00eda de datos no es m\u00e1s que la extracci\u00f3n de informaci\u00f3n de un gran volumen de datos para posteriormente poder transformarla en una estructura comprensible.<\/p>\n<p style=\"text-align: justify;\">Para esta tarea disponemos de 3 herramientas:<\/p>\n<ul style=\"text-align: justify;\">\n<li><strong><a href=\"https:\/\/rapidminer.com\/\">Rapidminer<\/a><\/strong><\/li>\n<\/ul>\n<ul style=\"text-align: justify;\">\n<li><a href=\"https:\/\/www.knime.org\/\"><strong>Knime<\/strong><\/a><\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.ramonramon.org\/blog\/wp-content\/uploads\/knime.jpeg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ramonramon.org\/blog\/wp-content\/uploads\/knime.jpeg\" alt=\"anal\u00edtica digital\" width=\"355\" height=\"142\" class=\"aligncenter size-full wp-image-28239\" srcset=\"https:\/\/ramonramon.org\/blog\/wp-content\/uploads\/knime.jpeg 355w, https:\/\/ramonramon.org\/blog\/wp-content\/uploads\/knime-250x100.jpeg 250w\" sizes=\"auto, (max-width: 355px) 100vw, 355px\" \/><\/a><\/p>\n<ul style=\"text-align: justify;\">\n<li><a href=\"http:\/\/orange.biolab.si\/\"><strong>Orange<\/strong><\/a><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"http:\/\/www.researchpipeline.com\/mediawiki\/images\/9\/94\/OrangeLogo.png\" width=\"246\" height=\"148\" \/><\/p>\n<p style=\"text-align: justify;\"><span style=\"text-decoration: underline;\"><strong>Data Visualization<\/strong><\/span><\/p>\n<p style=\"text-align: justify;\">La visualizaci\u00f3n de datos es una t\u00e9cnica que consiste en convertir la informaci\u00f3n en un formato m\u00e1s sencillo y comprensible para el usuario a trav\u00e9s de modelos gr\u00e1ficos y visuales.<\/p>\n<p style=\"text-align: justify;\">En este apartado contamos con 8 herramientas:<\/p>\n<ul style=\"text-align: justify;\">\n<li><a href=\"http:\/\/www.chartjs.org\/\"><strong>Chart.js<\/strong><\/a><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"http:\/\/www.chartjs.org\/img\/chartjs-logo.svg\" width=\"160\" height=\"160\" \/><\/p>\n<ul style=\"text-align: justify;\">\n<li><a href=\"https:\/\/www.zingchart.com\/\"><strong>ZingChart<\/strong><\/a><\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.ramonramon.org\/blog\/wp-content\/uploads\/zingchart-logo.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ramonramon.org\/blog\/wp-content\/uploads\/zingchart-logo.png\" alt=\"BigData\" width=\"255\" height=\"197\" class=\"aligncenter size-full wp-image-28240\" srcset=\"https:\/\/ramonramon.org\/blog\/wp-content\/uploads\/zingchart-logo.png 255w, https:\/\/ramonramon.org\/blog\/wp-content\/uploads\/zingchart-logo-183x141.png 183w\" sizes=\"auto, (max-width: 255px) 100vw, 255px\" \/><\/a><\/p>\n<ul style=\"text-align: justify;\">\n<li><a href=\"http:\/\/leafletjs.com\/\"><strong>Leaflet<\/strong><\/a><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"http:\/\/leafletjs.com\/docs\/images\/logo.png\" width=\"600\" height=\"159\" \/><\/p>\n<ul style=\"text-align: justify;\">\n<li><a href=\"https:\/\/es.libreoffice.org\/descubre\/calc\/\"><strong>LibreOffice Calc<\/strong><\/a><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/wiki.documentfoundation.org\/images\/7\/74\/LibreOffice_Initial-Artwork-Logo_ColorLogoBasic_2000px.png\" width=\"2000\" height=\"638\" \/><\/p>\n<ul style=\"text-align: justify;\">\n<li><a href=\"https:\/\/cartodb.com\/\"><strong>CartoDB<\/strong><\/a><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/cartodb-libs.global.ssl.fastly.net\/cartodb.com\/static\/logos_full_cartodb_light.svg\" width=\"774\" height=\"200\" \/><\/p>\n<ul style=\"text-align: justify;\">\n<li><a href=\"https:\/\/gephi.org\/\"><strong>Gephi<\/strong><\/a><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/gephi.org\/images\/badge\/gephi-badge-w250px.png\" width=\"250\" height=\"69\" \/><\/p>\n<ul style=\"text-align: justify;\">\n<li><a href=\"http:\/\/raw.densitydesign.org\/\"><strong>Raw<\/strong><\/a><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/b.fastcompany.net\/multisite_files\/fastcompany\/imagecache\/inline-large\/inline\/2014\/04\/3029239-inline-5raw.jpeg\" width=\"640\" height=\"329\" \/><\/p>\n<ul style=\"text-align: justify;\">\n<li><a href=\"http:\/\/redash.io\/\"><strong>Re Dash<\/strong><\/a><\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.ramonramon.org\/blog\/wp-content\/uploads\/redash-logo.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ramonramon.org\/blog\/wp-content\/uploads\/redash-logo.png\" alt=\"Miner\u00eda de Datos\" width=\"300\" height=\"168\" class=\"aligncenter size-full wp-image-28243\" srcset=\"https:\/\/ramonramon.org\/blog\/wp-content\/uploads\/redash-logo.png 300w, https:\/\/ramonramon.org\/blog\/wp-content\/uploads\/redash-logo-250x141.png 250w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/a><\/p>\n<p style=\"text-align: justify;\"><span style=\"text-decoration: underline;\"><strong>Web Analytics<\/strong><\/span><\/p>\n<p style=\"text-align: justify;\">La anal\u00edtica web no es m\u00e1s que la recopilaci\u00f3n, medici\u00f3n y explicaci\u00f3n de los datos que obtenemos de Internet con el \u00fanico prop\u00f3sito de entenderlos y optimizar el uso de un sitio web.<\/p>\n<p style=\"text-align: justify;\">Esta tarea podemos llevarla a cabo con 2 herramientas:<\/p>\n<ul style=\"text-align: justify;\">\n<li><a href=\"https:\/\/piwik.org\/\"><strong>Piwik<\/strong><\/a><\/li>\n<\/ul>\n<ul style=\"text-align: justify;\">\n<li><a href=\"https:\/\/count.ly\/\"><strong>Countly<\/strong><\/a><\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.ramonramon.org\/blog\/wp-content\/uploads\/countly-logo.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ramonramon.org\/blog\/wp-content\/uploads\/countly-logo.png\" alt=\"Anal\u00edtica web\" width=\"301\" height=\"167\" class=\"aligncenter size-full wp-image-28245\" srcset=\"https:\/\/ramonramon.org\/blog\/wp-content\/uploads\/countly-logo.png 301w, https:\/\/ramonramon.org\/blog\/wp-content\/uploads\/countly-logo-250x139.png 250w\" sizes=\"auto, (max-width: 301px) 100vw, 301px\" \/><\/a><\/p>\n<p style=\"text-align: justify;\"><span style=\"text-decoration: underline;\"><strong>Business Intelligence<\/strong><\/span><\/p>\n<p style=\"text-align: justify;\">La inteligencia de negocio se refiere al uso de datos de una empresa para facilitar\u00a0la toma de decisiones.<\/p>\n<p style=\"text-align: justify;\">Disponemos de 3 herramientas para esta tarea:<\/p>\n<ul style=\"text-align: justify;\">\n<li><strong>SpagoBI<\/strong><\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.ramonramon.org\/blog\/wp-content\/uploads\/spagobi-logo.jpeg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ramonramon.org\/blog\/wp-content\/uploads\/spagobi-logo.jpeg\" alt=\"Miner\u00eda de datos\" width=\"339\" height=\"149\" class=\"aligncenter size-full wp-image-28247\" srcset=\"https:\/\/ramonramon.org\/blog\/wp-content\/uploads\/spagobi-logo.jpeg 339w, https:\/\/ramonramon.org\/blog\/wp-content\/uploads\/spagobi-logo-250x110.jpeg 250w\" sizes=\"auto, (max-width: 339px) 100vw, 339px\" \/><\/a><\/p>\n<ul style=\"text-align: justify;\">\n<li><a href=\"http:\/\/www.jaspersoft.com\/es\"><strong>JasperSoft<\/strong><\/a><\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.ramonramon.org\/blog\/wp-content\/uploads\/jaspersoft-logo.jpeg\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ramonramon.org\/blog\/wp-content\/uploads\/jaspersoft-logo.jpeg\" alt=\"Business Inteligence\" width=\"296\" height=\"170\" class=\"aligncenter size-full wp-image-28248\" srcset=\"https:\/\/ramonramon.org\/blog\/wp-content\/uploads\/jaspersoft-logo.jpeg 296w, https:\/\/ramonramon.org\/blog\/wp-content\/uploads\/jaspersoft-logo-246x141.jpeg 246w\" sizes=\"auto, (max-width: 296px) 100vw, 296px\" \/><\/a><\/p>\n<ul style=\"text-align: justify;\">\n<li><a href=\"http:\/\/www.pentaho.com\/\"><strong>Pentaho<\/strong><\/a><\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.ramonramon.org\/blog\/wp-content\/uploads\/pentaho-logo.png\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ramonramon.org\/blog\/wp-content\/uploads\/pentaho-logo.png\" alt=\"Inteligencia de negocios\" width=\"378\" height=\"133\" class=\"aligncenter size-full wp-image-28251\" srcset=\"https:\/\/ramonramon.org\/blog\/wp-content\/uploads\/pentaho-logo.png 378w, https:\/\/ramonramon.org\/blog\/wp-content\/uploads\/pentaho-logo-250x88.png 250w\" sizes=\"auto, (max-width: 378px) 100vw, 378px\" \/><\/a><\/p>\n<p style=\"text-align: justify;\">Para terminar hay otras herramientas que son muy \u00fatiles en nuestro d\u00eda a d\u00eda, tareas como el reporting o los mapas de calor son otra forma de analizar e interactuar con la ingente informaci\u00f3n con la que trabajamos a diario, sin embargo al no haber tantas alternativas he decido simplemente nombrar las m\u00e1s conocidas en vez de dedicarles una categor\u00eda puesto que para el reporting ya hay herramientas mencionadas que lo incorporan.<\/p>\n<p style=\"text-align: justify;\">Este post no pretende menospreciar el potencial de algunas soluciones privativas (c\u00f3mo por ejemplo Google Analytics, Tableau, Drive o similares&#8230;) simplemente es un aporte para los que deseen probar el potencial de estas herramientas.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>El d\u00eda a d\u00eda de un analista digital\u00a0pasa por ser capaz de digerir toda la informaci\u00f3n que recibe a trav\u00e9s de Internet y que debe ser segmentada y de f\u00e1cil manipulaci\u00f3n. Para ello disponemos de muchas herramientas que nos facilitan algunas de las tareas que debemos realizar y que os quiero presentar a continuaci\u00f3n, el&hellip;&nbsp;<a href=\"https:\/\/ramonramon.org\/blog\/2016\/06\/16\/herramientas-del-analista-digital\/\" rel=\"bookmark\">Leer m\u00e1s &raquo;<span class=\"screen-reader-text\">Analista Digital: Herramientas libres<\/span><\/a><\/p>\n","protected":false},"author":2196,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"categories":[1767,24,27],"tags":[1961,1163,2003],"class_list":["post-21319","post","type-post","status-publish","format-standard","hentry","category-open-source","category-redes-sociales","category-software-libre","tag-open-source","tag-social-media","tag-software-libre"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.9 - aioseo.com -->\n\t<meta name=\"description\" content=\"El d\u00eda a d\u00eda de un analista digital pasa por ser capaz de digerir toda la informaci\u00f3n que recibe a trav\u00e9s de Internet y que debe ser segmentada y de f\u00e1cil manipulaci\u00f3n. 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