{"id":154588,"date":"2022-04-07T10:54:58","date_gmt":"2022-04-07T09:54:58","guid":{"rendered":"https:\/\/multi.datascientest.com\/?p=154588"},"modified":"2023-10-30T17:17:09","modified_gmt":"2023-10-30T16:17:09","slug":"como-generar-un-wordcloud-con-python","status":"publish","type":"post","link":"https:\/\/datascientest.com\/es\/como-generar-un-wordcloud-con-python","title":{"rendered":"\u00bfC\u00f3mo generar un  Wordcloud con Python?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"154588\" class=\"elementor elementor-154588\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-59e74f7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"59e74f7\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8563153\" data-id=\"8563153\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-78c72e9 elementor-widget elementor-widget-text-editor\" data-id=\"78c72e9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><strong>Las Wordcloud (nubes de palabras) son herramientas \u00fatiles para resumir los conceptos m\u00e1s importantes de un texto, una p\u00e1gina web o un libro. Cuanto m\u00e1s presente est\u00e9 una palabra en el texto considerado, m\u00e1s grande aparecer\u00e1 en la nube de palabras. Hay muchos sitios y aplicaciones para generar nubes de palabras de forma f\u00e1cil y gratuita. Por ejemplo, aqu\u00ed hay uno que se gener\u00f3 a partir de uno de nuestros art\u00edculos de introducci\u00f3n a la ciencia de los datos :<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-34af8dc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"34af8dc\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f32d3bd\" data-id=\"f32d3bd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5b142ce elementor-widget elementor-widget-image\" data-id=\"5b142ce\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"244\" src=\"https:\/\/datascientest.com\/es\/files\/2022\/04\/es.png\" class=\"attachment-large size-large wp-image-154633\" alt=\"\" srcset=\"https:\/\/datascientest.com\/es\/files\/2022\/04\/es.png 512w, https:\/\/datascientest.com\/es\/files\/2022\/04\/es-300x143.png 300w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-966a9b2 elementor-widget elementor-widget-text-editor\" data-id=\"966a9b2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<span style=\"font-weight: 400;\">Es una nube de palabras, pero parece dif\u00edcil utilizarla para extraer los conceptos principales del texto considerado. Adem\u00e1s, no puedes personalizar su forma, sus colores&#8230;<\/span><span style=\"font-weight: 400;\">\n<\/span>\n<blockquote><span style=\"font-weight: 400;\">Si quieres personalizar tu nube de palabras para hacerla m\u00e1s usable y m\u00e1s bonita, puede ser una buena idea utilizar Python en lugar de una aplicaci\u00f3n encontrada en Internet.<\/span><span style=\"font-weight: 400;\">\n<\/span><\/blockquote>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8013d69 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8013d69\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-892c36e\" data-id=\"892c36e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-480b236 elementor-widget elementor-widget-heading\" data-id=\"480b236\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.15.0 - 02-08-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h3 class=\"elementor-heading-title elementor-size-default\">\u00bfC\u00f3mo crear tu nube de palabras con python?<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49d9896 elementor-widget elementor-widget-text-editor\" data-id=\"49d9896\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<span style=\"font-weight: 400;\">Lo primero que hay que hacer es importar las bibliotecas que vamos a necesitar.<\/span>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1cc20f elementor-widget elementor-widget-shortcode\" data-id=\"f1cc20f\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-shortcode\"><script src=\"https:\/\/gist.github.com\/MaximeRighini\/325fce41b5deb07b541980a7eea01b73\"><\/script><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3bf82a6 elementor-widget elementor-widget-text-editor\" data-id=\"3bf82a6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><i>WordCloud <\/i>y <i>matplotlib.pyplot<\/i> nos permitir\u00e1n mostrar una nube de palabras b\u00e1sica, mientras que <i>numpy <\/i>e <i>Image <\/i>ser\u00e1n \u00fatiles m\u00e1s adelante para personalizar la forma de nuestra nube de palabras.<br \/><\/span><\/p><p><span style=\"font-weight: 400;\">Comenzamos almacenando el texto que queremos transformar en una nube de palabras en una variable (llamada aqu\u00ed \u00abtexto\u00bb).<\/span><span style=\"font-weight: 400;\"><br \/><\/span><span style=\"font-weight: 400;\">Para comparar los resultados obtenidos en la aplicaci\u00f3n con los obtenidos en <a href=\"https:\/\/datascientest.com\/es\/python-o-r-que-elegir\">Python<\/a>, utilizamos el mismo texto que antes.\u00a0<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-83febef elementor-widget elementor-widget-shortcode\" data-id=\"83febef\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-shortcode\"><script src=\"https:\/\/github.com\/grhjjhshhsh\/wordcloud\/blob\/95a78316a2cd30866ad617271cbf7193778bd418\/text\"><\/script><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-92b6db0 elementor-widget elementor-widget-text-editor\" data-id=\"92b6db0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Estamos listos para publicar nuestra primera nube de palabras :<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c1bfae8 elementor-widget elementor-widget-shortcode\" data-id=\"c1bfae8\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-shortcode\"><script src=\"https:\/\/gist.github.com\/MaximeRighini\/f16ax33fba1827a2933919ed256d76df4.js\"><\/script><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0ca23d3 elementor-widget elementor-widget-image\" data-id=\"0ca23d3\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"331\" height=\"295\" src=\"https:\/\/datascientest.com\/es\/files\/2022\/04\/esp.png\" class=\"attachment-large size-large wp-image-154634\" alt=\"\" srcset=\"https:\/\/datascientest.com\/es\/files\/2022\/04\/esp.png 331w, https:\/\/datascientest.com\/es\/files\/2022\/04\/esp-300x267.png 300w\" sizes=\"(max-width: 331px) 100vw, 331px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-35586ce elementor-widget elementor-widget-text-editor\" data-id=\"35586ce\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Certes, Por supuesto, esta nube de palabras es a\u00fan menos utilizable que la que generamos a partir de un sitio, pero \u00a1no te asustes! Pronto lo mejoraremos.<\/span><\/p><blockquote><p><span style=\"font-weight: 400;\">Lo primero que llama la atenci\u00f3n es que palabras como &#8216;de&#8217;, &#8216;la&#8217;, &#8216;le&#8217;&#8230; tienen una importancia desmesurada en nuestra nube de palabras (esto es l\u00f3gico ya que se utilizan con mucha frecuencia). Sin embargo, no son de ninguna ayuda cuando se trata de localizar los conceptos clave en un texto: nos gustar\u00eda deshacernos de ellos.<\/span><span style=\"font-weight: 400;\"><br \/><\/span><\/p><\/blockquote><p><span style=\"font-weight: 400;\">Afortunadamente, es f\u00e1cil <\/span><b>eliminar las palabras irrelevantes almacen\u00e1ndolas<\/b><span style=\"font-weight: 400;\"> en una lista y utilizando el argumento <\/span><b>\u00abstopwords\u00bb<\/b><span style=\"font-weight: 400;\">:<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3f12cbe elementor-widget elementor-widget-shortcode\" data-id=\"3f12cbe\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-shortcode\"><script src=\"https:\/\/github.com\/grhjjhshhsh\/wordcloud\/blob\/f6ff5fbb1e53bfcd60a543e23330bc70aff708ae\/Excluir%20palabras\n\"><\/script><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c05db8 elementor-widget elementor-widget-image\" data-id=\"6c05db8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"460\" height=\"233\" src=\"https:\/\/datascientest.com\/es\/files\/2022\/04\/espa.png\" class=\"attachment-large size-large wp-image-154635\" alt=\"\" srcset=\"https:\/\/datascientest.com\/es\/files\/2022\/04\/espa.png 460w, https:\/\/datascientest.com\/es\/files\/2022\/04\/espa-300x152.png 300w\" sizes=\"(max-width: 460px) 100vw, 460px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5ae9e78 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5ae9e78\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6b8ae89\" data-id=\"6b8ae89\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cc57336 elementor-widget elementor-widget-text-editor\" data-id=\"cc57336\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">\u00a1Esto ya es mucho mejor! Por fin podemos obtener informaci\u00f3n relevante de nuestra nube de palabras. <\/span><span style=\"font-weight: 400;\">Queda un problema: el renderizado no es realmente bonito, tenemos que arreglarlo.<\/span><\/p><p><span style=\"font-weight: 400;\">Empecemos por personalizar su forma. <\/span><span style=\"font-weight: 400;\">Para ello, simplemente tenemos que elegir una m\u00e1scara (por ejemplo aqu\u00ed utilizaremos una m\u00e1scara de nube, disponible en google images).<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb7833a elementor-widget elementor-widget-image\" data-id=\"eb7833a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"646\" height=\"436\" src=\"https:\/\/datascientest.com\/es\/files\/2021\/01\/Capture-de\u0301cran-2021-01-27-a\u0300-17.16.44.png\" class=\"attachment-large size-large wp-image-39042\" alt=\"Wordcloud\" srcset=\"https:\/\/datascientest.com\/es\/files\/2021\/01\/Capture-de\u0301cran-2021-01-27-a\u0300-17.16.44.png 646w, https:\/\/datascientest.com\/es\/files\/2021\/01\/Capture-de\u0301cran-2021-01-27-a\u0300-17.16.44-300x202.png 300w\" sizes=\"(max-width: 646px) 100vw, 646px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b835a60 elementor-widget elementor-widget-text-editor\" data-id=\"b835a60\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Para que esta m\u00e1scara pueda ser utilizada por la biblioteca de python, necesitamos transformarla en un array de numpy. Si un valor de la matriz es \u00ab255\u00bb, no aparecer\u00e1 ninguna palabra en el campo correspondiente.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f911325 elementor-widget elementor-widget-shortcode\" data-id=\"f911325\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-shortcode\"><script src=\"https:\/\/gist.github.com\/MaximeRighini\/e1bfcac75a6b25fcd9193a08f5bbb402.js\"><\/script><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-abe05b7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"abe05b7\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4e53261\" data-id=\"4e53261\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-caa4b9a elementor-widget elementor-widget-image\" data-id=\"caa4b9a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"512\" height=\"322\" src=\"https:\/\/datascientest.com\/es\/files\/2022\/04\/espagne.png\" class=\"attachment-large size-large wp-image-154636\" alt=\"\" srcset=\"https:\/\/datascientest.com\/es\/files\/2022\/04\/espagne.png 512w, https:\/\/datascientest.com\/es\/files\/2022\/04\/espagne-300x189.png 300w\" sizes=\"(max-width: 512px) 100vw, 512px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d9aaa88 elementor-widget elementor-widget-text-editor\" data-id=\"d9aaa88\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Por \u00faltimo, podemos personalizar el color de nuestra nube de palabras utilizando el m\u00e9todo de <\/span><b>recolor<\/b><span style=\"font-weight: 400;\">.<\/span><\/p><p><span style=\"font-weight: 400;\">Aqu\u00ed, creamos una funci\u00f3n de color que colorea cada palabra en un tono azul :<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6369a6e elementor-widget elementor-widget-shortcode\" data-id=\"6369a6e\" data-element_type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-shortcode\"><script src=\"https:\/\/gist.github.com\/MaximeRighini\/d123937e52e03094d5da5bbfe9179c78\n\"><\/script><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6ab2162 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6ab2162\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-66ecfd5\" data-id=\"66ecfd5\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bf55136 elementor-widget elementor-widget-image\" data-id=\"bf55136\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"336\" height=\"231\" src=\"https:\/\/datascientest.com\/es\/files\/2022\/04\/espagnn.png\" class=\"attachment-large size-large wp-image-154637\" alt=\"\" srcset=\"https:\/\/datascientest.com\/es\/files\/2022\/04\/espagnn.png 336w, https:\/\/datascientest.com\/es\/files\/2022\/04\/espagnn-300x206.png 300w\" sizes=\"(max-width: 336px) 100vw, 336px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e8bdf2 elementor-widget elementor-widget-text-editor\" data-id=\"4e8bdf2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Por fin tenemos una <\/span><b>Wordcloud <\/b><span style=\"font-weight: 400;\">utilizable y (relativamente) bonita. <\/span><span style=\"font-weight: 400;\">Adem\u00e1s, s\u00f3lo hemos utilizado las funciones m\u00e1s b\u00e1sicas de la biblioteca de<a href=\"https:\/\/www.python.org\/\" target=\"_blank\" rel=\"noopener\"> Python<\/a>.\u00a0<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b4d06de elementor-widget elementor-widget-text-editor\" data-id=\"b4d06de\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Si quiere ir m\u00e1s all\u00e1 y aprender cosas a\u00fan m\u00e1s interesantes que las nubes de palabras, <\/span><span style=\"font-weight: 400;\">puede ponerse en contacto con nosotros directamente en l\u00ednea para obtener m\u00e1s informaci\u00f3n sobre<\/span><b><a href=\"https:\/\/datascientest.com\/es\/cita\"><span style=\"font-weight: 400;\"> nuestras formaciones en ciencia de datos.<\/span><\/a><\/b><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-a4fd3c2 e-flex e-con-boxed e-con\" data-id=\"a4fd3c2\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-04f8d13 elementor-widget elementor-widget-html\" data-id=\"04f8d13\" data-element_type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<script type=\"application\/ld+json\">\r\n{\r\n  \"@context\": \"https:\/\/schema.org\",\r\n  \"@type\": \"FAQPage\",\r\n  \"mainEntity\": {\r\n    \"@type\": \"Question\",\r\n    \"name\": \"\u00bfC\u00f3mo crear tu nube de palabras con python?\",\r\n    \"acceptedAnswer\": {\r\n      \"@type\": \"Answer\",\r\n      \"text\": \"WordCloud y matplotlib.pyplot nos permitir\u00e1n mostrar una nube de palabras b\u00e1sica, mientras que numpy e Image ser\u00e1n \u00fatiles m\u00e1s adelante para personalizar la forma de nuestra nube de palabras. Comenzamos almacenando el texto que queremos transformar en una nube de palabras en una variable (llamada aqu\u00ed \\\"texto\\\"). Para comparar los resultados obtenidos en la aplicaci\u00f3n con los obtenidos en Python, utilizamos el mismo texto que antes.\"\r\n    }\r\n  }\r\n}\r\n<\/script>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0bb111f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0bb111f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7f9d589\" data-id=\"7f9d589\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-696c86c elementor-align-center elementor-widget elementor-widget-button\" data-id=\"696c86c\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"\/es\/nuestros-cursos-de-data\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">Descubrir nuestros cursos de data<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Las Wordcloud (nubes de palabras) son herramientas \u00fatiles para resumir los conceptos m\u00e1s importantes de un texto, una p\u00e1gina web o un libro. Cuanto m\u00e1s presente est\u00e9 una palabra en el texto considerado, m\u00e1s grande aparecer\u00e1 en la nube de palabras. Hay muchos sitios y aplicaciones para generar nubes de palabras de forma f\u00e1cil y [&hellip;]<\/p>\n","protected":false},"author":45,"featured_media":39367,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"content-type":"","inline_featured_image":false},"categories":[2427],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.7 (Yoast SEO v21.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u00bfC\u00f3mo generar un Wordcloud con Python?<\/title>\n<meta name=\"description\" content=\"Vous vous \u00eates toujours demand\u00e9s comment g\u00e9n\u00e9rer des wordcloud sur Python ? 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