{"id":2215,"date":"2018-12-02T07:53:34","date_gmt":"2018-12-02T07:53:34","guid":{"rendered":"http:\/\/www.fditf.com\/bi\/?p=2215"},"modified":"2018-12-02T19:22:51","modified_gmt":"2018-12-02T19:22:51","slug":"el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i","status":"publish","type":"post","link":"https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/","title":{"rendered":"El discurso de AMLO en la toma de posesi\u00f3n: text mining (I)."},"content":{"rendered":"<h1>El evento.<\/h1>\n<p>Hoy tom\u00f3 posesi\u00f3n el nuevo presidente de M\u00e9xico. En la toma de posesi\u00f3n, dio un (largo) discurso, que ya est\u00e1 ciculando en la red, y me pareci\u00f3 interesante empezar un nuevo proyecto con estos datos. Se trata de hacer &#8220;text mining&#8221;, es decir, analizar y encontrar patrones en los textos. Aqu\u00ed empezar\u00e9 con las palabras en lo individual. A partir de las cuales, gener\u00e9 dos wordclouds. En un post siguiente, analizar\u00e9 otros patrones en el mismo texto.<br \/>\n<script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script><br \/>\n<ins class=\"adsbygoogle\" style=\"display: block; text-align: center;\" data-ad-layout=\"in-article\" data-ad-format=\"fluid\" data-ad-client=\"ca-pub-9033709093144000\" data-ad-slot=\"4298448911\"><\/ins><br \/>\n<script><br \/>     (adsbygoogle = window.adsbygoogle || []).push({});<br \/><\/br><\/script><\/p>\n<h2>Primera lista.<\/h2>\n<p>La primera lista, consiste del texto en bruto. Es decir, todas las palabras del discurso, solo quitamos signos de puntuaci\u00f3n y espacios. Total de palabras: 6113. De esta lista, fue que gener\u00e9 esta imagen.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-2216 size-full\" src=\"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/wordcloud0.png\" alt=\"\" width=\"640\" height=\"480\" srcset=\"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/wordcloud0.png 640w, https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/wordcloud0-300x225.png 300w\" sizes=\"auto, (max-width: 640px) 100vw, 640px\" \/><\/p>\n<p>Y esta es la frecuencia de las primeras 50 palabras (seg\u00fan el n\u00famero de apariciones):<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2217\" src=\"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/frec0.png\" alt=\"\" width=\"834\" height=\"395\" srcset=\"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/frec0.png 834w, https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/frec0-300x142.png 300w, https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/frec0-768x364.png 768w\" sizes=\"auto, (max-width: 834px) 100vw, 834px\" \/><\/p>\n<p><script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script><br \/>\n<ins class=\"adsbygoogle\" style=\"display: block; text-align: center;\" data-ad-layout=\"in-article\" data-ad-format=\"fluid\" data-ad-client=\"ca-pub-9033709093144000\" data-ad-slot=\"5242072910\"><\/ins><br \/>\n<script><br \/>     (adsbygoogle = window.adsbygoogle || []).push({});<br \/><\/br><\/script><\/p>\n<h2>Segunda lista.<\/h2>\n<p>Como lo puedes notar, hay muchas palabras que no dicen mucho del discurso. Son preposiciones, y otras palabras sin significado relevante. Para obtener una mejor imagen del discurso, filtr\u00e9 la lista quitando aquellas paabras que no me dec\u00edan mucho. Con la nueva lista, se obtiene este nuevo wordcloud:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2220\" src=\"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/wordcloud2.png\" alt=\"\" width=\"1024\" height=\"768\" srcset=\"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/wordcloud2.png 1024w, https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/wordcloud2-300x225.png 300w, https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/wordcloud2-768x576.png 768w, https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/wordcloud2-880x660.png 880w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>Y esta es la frecuencia de las primeras 50 palabras (seg\u00fan el n\u00famero de apariciones):<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-2221\" src=\"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/frec1.png\" alt=\"\" width=\"998\" height=\"332\" srcset=\"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/frec1.png 998w, https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/frec1-300x100.png 300w, https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/frec1-768x255.png 768w\" sizes=\"auto, (max-width: 998px) 100vw, 998px\" \/><\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/docs.google.com\/spreadsheets\/d\/e\/2PACX-1vSjpc5gW_stMvAM_CMh0Q3IDc_O6YlPXQudh3IUpnw9sabfYQ3GvEbvllTVv0AvtoVa01hzBcQefbnK\/pubchart?oid=416865555&amp;format=interactive\" width=\"600\" height=\"371\" frameborder=\"0\" scrolling=\"no\" seamless=\"\"><\/iframe><\/p>\n<p>La palabra &#8220;NO&#8221; aparece 70 veces en el discurso. Parece que es mucho m\u00e1s lo que tenemos que dejar de hacer. Descarga aqu\u00ed el archivo de trabajo: <a  data-e-Disable-Page-Transition=\"true\" class=\"download-link\" title=\"\" href=\"https:\/\/www.fditf.com\/bi\/download\/2223\/?tmstv=1781065122\" rel=\"nofollow\" id=\"download-link-2223\" data-redirect=\"false\" >\n\tdiscurso_de_AMLO<\/a>\n<\/p>\n<p>Considera que en la elaboraci\u00f3n de los wordclouds a\u00fan hay algunos problemas de estilo que pueden resultar en gr\u00e1ficos imprecisos. Esto ocurre en todas las herramientas disponibles: Power BI, online services, R, etc. Tal vez puedas encontrar algo distinto con los mismos datos puedes intentarlo. A\u00fan as\u00ed me parece una herramienta simple para analizar un texto.<\/p>\n<p><script async src=\"\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js\"><\/script><\/p>\n<p><!-- bottomHugeAd --><\/p>\n<p><ins class=\"adsbygoogle\" style=\"display: inline-block; width: 970px; height: 250px;\" data-ad-client=\"ca-pub-9033709093144000\" data-ad-slot=\"8179725853\"><\/ins><br \/>\n<script><br \/>(adsbygoogle = window.adsbygoogle || []).push({});<br \/><\/br><\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>El evento. Hoy tom\u00f3 posesi\u00f3n el nuevo presidente de M\u00e9xico. En la toma de posesi\u00f3n, dio un (largo) discurso, que ya est\u00e1 ciculando en la red, y me pareci\u00f3 interesante empezar un nuevo proyecto con estos datos. Se trata de <a href=\"https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/\" class=\"read-more\">Read More &#8230;<\/a><\/p>\n","protected":false},"author":1,"featured_media":2234,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[7,221],"class_list":["post-2215","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-excel","tag-excel","tag-wordcloud"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>El discurso de AMLO en la toma de posesi\u00f3n: text mining (I). - Business Intelligence MX<\/title>\n<meta name=\"description\" content=\"An\u00e1lisis del discurso de AMLO con wordclouds.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"El discurso de AMLO en la toma de posesi\u00f3n: text mining (I). - Business Intelligence MX\" \/>\n<meta property=\"og:description\" content=\"An\u00e1lisis del discurso de AMLO con wordclouds.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/\" \/>\n<meta property=\"og:site_name\" content=\"Business Intelligence MX\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/excelyfinanzasmx\/\" \/>\n<meta property=\"article:published_time\" content=\"2018-12-02T07:53:34+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2018-12-02T19:22:51+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/frec3.png\" \/>\n\t<meta property=\"og:image:width\" content=\"753\" \/>\n\t<meta property=\"og:image:height\" content=\"467\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"V\u00edctor Urbina\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@excelfinanzasMX\" \/>\n<meta name=\"twitter:site\" content=\"@excelfinanzasMX\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"V\u00edctor Urbina\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/excel\\\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/excel\\\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\\\/\"},\"author\":{\"name\":\"V\u00edctor Urbina\",\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/#\\\/schema\\\/person\\\/ff30cbd17d9f746cacb687d5332924c5\"},\"headline\":\"El discurso de AMLO en la toma de posesi\u00f3n: text mining (I).\",\"datePublished\":\"2018-12-02T07:53:34+00:00\",\"dateModified\":\"2018-12-02T19:22:51+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/excel\\\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\\\/\"},\"wordCount\":303,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/excel\\\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/wp-content\\\/uploads\\\/2018\\\/12\\\/frec3.png\",\"keywords\":[\"Excel\",\"wordcloud\"],\"articleSection\":[\"Excel\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.fditf.com\\\/bi\\\/excel\\\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/excel\\\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\\\/\",\"url\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/excel\\\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\\\/\",\"name\":\"El discurso de AMLO en la toma de posesi\u00f3n: text mining (I). - Business Intelligence MX\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/excel\\\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/excel\\\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/wp-content\\\/uploads\\\/2018\\\/12\\\/frec3.png\",\"datePublished\":\"2018-12-02T07:53:34+00:00\",\"dateModified\":\"2018-12-02T19:22:51+00:00\",\"description\":\"An\u00e1lisis del discurso de AMLO con wordclouds.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/excel\\\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.fditf.com\\\/bi\\\/excel\\\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/excel\\\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/wp-content\\\/uploads\\\/2018\\\/12\\\/frec3.png\",\"contentUrl\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/wp-content\\\/uploads\\\/2018\\\/12\\\/frec3.png\",\"width\":753,\"height\":467},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/excel\\\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"El discurso de AMLO en la toma de posesi\u00f3n: text mining (I).\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/#website\",\"url\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/\",\"name\":\"Business Intelligence MX\",\"description\":\" \",\"publisher\":{\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/#organization\",\"name\":\"FDI Tecnolog\u00eda y Finanzas, SAS de CV\",\"url\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"http:\\\/\\\/www.fditf.com\\\/bi\\\/wp-content\\\/uploads\\\/2018\\\/01\\\/logo.png\",\"contentUrl\":\"http:\\\/\\\/www.fditf.com\\\/bi\\\/wp-content\\\/uploads\\\/2018\\\/01\\\/logo.png\",\"width\":275,\"height\":168,\"caption\":\"FDI Tecnolog\u00eda y Finanzas, SAS de CV\"},\"image\":{\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/excelyfinanzasmx\\\/\",\"https:\\\/\\\/x.com\\\/excelfinanzasMX\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/#\\\/schema\\\/person\\\/ff30cbd17d9f746cacb687d5332924c5\",\"name\":\"V\u00edctor Urbina\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/82af8163ed1a344c7fe2a709c29fea445dbf06cd4321465c3fdcc146da0403c4?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/82af8163ed1a344c7fe2a709c29fea445dbf06cd4321465c3fdcc146da0403c4?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/82af8163ed1a344c7fe2a709c29fea445dbf06cd4321465c3fdcc146da0403c4?s=96&d=mm&r=g\",\"caption\":\"V\u00edctor Urbina\"},\"url\":\"https:\\\/\\\/www.fditf.com\\\/bi\\\/author\\\/admin\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"El discurso de AMLO en la toma de posesi\u00f3n: text mining (I). - Business Intelligence MX","description":"An\u00e1lisis del discurso de AMLO con wordclouds.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/","og_locale":"en_US","og_type":"article","og_title":"El discurso de AMLO en la toma de posesi\u00f3n: text mining (I). - Business Intelligence MX","og_description":"An\u00e1lisis del discurso de AMLO con wordclouds.","og_url":"https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/","og_site_name":"Business Intelligence MX","article_publisher":"https:\/\/www.facebook.com\/excelyfinanzasmx\/","article_published_time":"2018-12-02T07:53:34+00:00","article_modified_time":"2018-12-02T19:22:51+00:00","og_image":[{"width":753,"height":467,"url":"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/frec3.png","type":"image\/png"}],"author":"V\u00edctor Urbina","twitter_card":"summary_large_image","twitter_creator":"@excelfinanzasMX","twitter_site":"@excelfinanzasMX","twitter_misc":{"Written by":"V\u00edctor Urbina","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/#article","isPartOf":{"@id":"https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/"},"author":{"name":"V\u00edctor Urbina","@id":"https:\/\/www.fditf.com\/bi\/#\/schema\/person\/ff30cbd17d9f746cacb687d5332924c5"},"headline":"El discurso de AMLO en la toma de posesi\u00f3n: text mining (I).","datePublished":"2018-12-02T07:53:34+00:00","dateModified":"2018-12-02T19:22:51+00:00","mainEntityOfPage":{"@id":"https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/"},"wordCount":303,"commentCount":0,"publisher":{"@id":"https:\/\/www.fditf.com\/bi\/#organization"},"image":{"@id":"https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/#primaryimage"},"thumbnailUrl":"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/frec3.png","keywords":["Excel","wordcloud"],"articleSection":["Excel"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/","url":"https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/","name":"El discurso de AMLO en la toma de posesi\u00f3n: text mining (I). - Business Intelligence MX","isPartOf":{"@id":"https:\/\/www.fditf.com\/bi\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/#primaryimage"},"image":{"@id":"https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/#primaryimage"},"thumbnailUrl":"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/frec3.png","datePublished":"2018-12-02T07:53:34+00:00","dateModified":"2018-12-02T19:22:51+00:00","description":"An\u00e1lisis del discurso de AMLO con wordclouds.","breadcrumb":{"@id":"https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/#primaryimage","url":"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/frec3.png","contentUrl":"https:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/12\/frec3.png","width":753,"height":467},{"@type":"BreadcrumbList","@id":"https:\/\/www.fditf.com\/bi\/excel\/el-discurso-de-amlo-en-la-toma-de-posesion-text-mining-i\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.fditf.com\/bi\/"},{"@type":"ListItem","position":2,"name":"El discurso de AMLO en la toma de posesi\u00f3n: text mining (I)."}]},{"@type":"WebSite","@id":"https:\/\/www.fditf.com\/bi\/#website","url":"https:\/\/www.fditf.com\/bi\/","name":"Business Intelligence MX","description":" ","publisher":{"@id":"https:\/\/www.fditf.com\/bi\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.fditf.com\/bi\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.fditf.com\/bi\/#organization","name":"FDI Tecnolog\u00eda y Finanzas, SAS de CV","url":"https:\/\/www.fditf.com\/bi\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.fditf.com\/bi\/#\/schema\/logo\/image\/","url":"http:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/01\/logo.png","contentUrl":"http:\/\/www.fditf.com\/bi\/wp-content\/uploads\/2018\/01\/logo.png","width":275,"height":168,"caption":"FDI Tecnolog\u00eda y Finanzas, SAS de CV"},"image":{"@id":"https:\/\/www.fditf.com\/bi\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/excelyfinanzasmx\/","https:\/\/x.com\/excelfinanzasMX"]},{"@type":"Person","@id":"https:\/\/www.fditf.com\/bi\/#\/schema\/person\/ff30cbd17d9f746cacb687d5332924c5","name":"V\u00edctor Urbina","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/82af8163ed1a344c7fe2a709c29fea445dbf06cd4321465c3fdcc146da0403c4?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/82af8163ed1a344c7fe2a709c29fea445dbf06cd4321465c3fdcc146da0403c4?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/82af8163ed1a344c7fe2a709c29fea445dbf06cd4321465c3fdcc146da0403c4?s=96&d=mm&r=g","caption":"V\u00edctor Urbina"},"url":"https:\/\/www.fditf.com\/bi\/author\/admin\/"}]}},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/www.fditf.com\/bi\/wp-json\/wp\/v2\/posts\/2215","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.fditf.com\/bi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.fditf.com\/bi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.fditf.com\/bi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.fditf.com\/bi\/wp-json\/wp\/v2\/comments?post=2215"}],"version-history":[{"count":9,"href":"https:\/\/www.fditf.com\/bi\/wp-json\/wp\/v2\/posts\/2215\/revisions"}],"predecessor-version":[{"id":2233,"href":"https:\/\/www.fditf.com\/bi\/wp-json\/wp\/v2\/posts\/2215\/revisions\/2233"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.fditf.com\/bi\/wp-json\/wp\/v2\/media\/2234"}],"wp:attachment":[{"href":"https:\/\/www.fditf.com\/bi\/wp-json\/wp\/v2\/media?parent=2215"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.fditf.com\/bi\/wp-json\/wp\/v2\/categories?post=2215"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.fditf.com\/bi\/wp-json\/wp\/v2\/tags?post=2215"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}