{"id":59498,"date":"2020-04-12T18:57:35","date_gmt":"2020-04-12T16:57:35","guid":{"rendered":"https:\/\/www.carolinacampalans.com\/glossary\/visualizacion-de-datos\/"},"modified":"2026-05-26T15:25:43","modified_gmt":"2026-05-26T13:25:43","slug":"visualizacion-de-datos","status":"publish","type":"glosario","link":"https:\/\/www.carolinacampalans.com\/?glosario=visualizacion-de-datos","title":{"rendered":"visualizaci\u00f3n de datos"},"content":{"rendered":"<div class=\"ttr_start\"><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p>La representaci\u00f3n gr\u00e1fica de los datos para facilitar su comprensi\u00f3n.<\/p>\n<p>Es frecuente encontrarlo abreviado como <em>dataviz<\/em> por su nombre en ingl\u00e9s de Estados Unidos (<em>data visualization<\/em>).<\/p>\n<\/div><div class=\"fusion-text fusion-text-2\">\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.5;\">Descripci\u00f3n<\/h2><\/div><div class=\"fusion-text fusion-text-3\"><p>Una visualizaci\u00f3n de datos consta de una estructura, anotaciones (ampliaciones de informaci\u00f3n) y codificaciones (elementos gr\u00e1ficos).<\/p>\n<\/div><div class=\"fusion-text fusion-text-4\"><p class=\"p1\">La visualizaci\u00f3n de datos ayuda a:<\/p>\n<ul>\n<li>\n<p class=\"p1\">detectar patrones, tendencias o anomal\u00edas<\/p>\n<\/li>\n<li>\n<p class=\"p1\">comunicar hallazgos de manera clara a diferentes audiencias<\/p>\n<\/li>\n<li>\n<p class=\"p1\">apoyar la toma de decisiones, ilustrando el impacto de los datos<\/p>\n<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:24;--minFontSize:24;line-height:1.5;\">Gr\u00e1ficos y diagramas<\/h3><\/div><div class=\"fusion-text fusion-text-5\"><p><span class=\"citation-34\">Aunque ambos son herramientas de visualizaci\u00f3n de datos, la diferencia principal entre un gr\u00e1fico y un diagrama radica en <\/span><span class=\"citation-34\">qu\u00e9 representan<\/span><span class=\"citation-34 citation-end-34\">: los gr\u00e1ficos se centran en los n\u00fameros, mientras que los diagramas se centran en las relaciones y los procesos.<\/span><\/p>\n<\/div><div class=\"fusion-text fusion-text-6\"><h4>Gr\u00e1ficos<\/h4>\n<p>Un gr\u00e1fico es una representaci\u00f3n visual de datos, generalmente num\u00e9ricos, que utiliza elementos geom\u00e9tricos (como puntos, l\u00edneas, barras o sectores) para mostrar la relaci\u00f3n estad\u00edstica o matem\u00e1tica que existe entre ellos. Su funci\u00f3n principal es transformar cifras abstractas en patrones visuales, permitiendo identificar tendencias, valores m\u00e1ximos, m\u00ednimos y proporciones de manera mucho m\u00e1s intuitiva que leyendo una tabla de datos tradicional.<\/p>\n<p data-path-to-node=\"2\">A diferencia de una infograf\u00eda, que es narrativa y explicativa, el gr\u00e1fico es una herramienta sint\u00e9tica y t\u00e9cnica. Se rige por un sistema de coordenadas o escalas precisas en la que cada elemento visual tiene una correspondencia directa con una magnitud f\u00edsica o cuantitativa. Es el lenguaje universal para comparar variables y analizar el comportamiento de un fen\u00f3meno a lo largo del tiempo o dentro de un conjunto.<\/p>\n<div class=\"attachment-container search-images\">\n<div class=\"image-container ng-star-inserted\" data-full-size-image-uri=\"https:\/\/encrypted-tbn3.gstatic.com\/licensed-image?q=tbn:ANd9GcRt-nNilORDqCLUGkiuQwP0H-f9hcwC2YrXNGF7W43ZCuJ7ZYu7aGdr1O0nahvdBbmwz537qPc0EgOHIKt-0k6wiqDYUvwCwnkh-XR6nukvfQFUJhA\">\n<div class=\"overlay-container ng-star-inserted\"><\/div>\n<\/div>\n<\/div>\n<\/div><div class=\"fusion-text fusion-text-7\"><h4>Diagramas<\/h4>\n<p data-path-to-node=\"0\">Un diagrama es una representaci\u00f3n gr\u00e1fica que utiliza formas geom\u00e9tricas, flechas y s\u00edmbolos para ilustrar las relaciones, estructuras o pasos de un proceso, priorizando la l\u00f3gica y la jerarqu\u00eda sobre los datos num\u00e9ricos. A diferencia de un gr\u00e1fico estad\u00edstico, su objetivo no es medir magnitudes, sino simplificar la comprensi\u00f3n de un sistema complejo o un flujo de trabajo, permitiendo visualizar c\u00f3mo interact\u00faan las distintas partes de un todo.<\/p>\n<p data-path-to-node=\"0\">No necesita datos num\u00e9ricos; su prop\u00f3sito es explicar c\u00f3mo funciona algo, c\u00f3mo se organiza una jerarqu\u00eda o cu\u00e1l es el flujo de un proceso. Se basa en la l\u00f3gica y la conexi\u00f3n entre ideas.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:24;--minFontSize:24;line-height:1.5;\">Infograf\u00eda<\/h3><\/div><div class=\"fusion-text fusion-text-8\"><p>La infograf\u00eda es una de las ramas m\u00e1s populares y accesibles de la visualizaci\u00f3n de datos e informaci\u00f3n.\u00a0Se trata de una representaci\u00f3n visual dise\u00f1ada para comunicar informaci\u00f3n compleja, datos o conceptos de manera r\u00e1pida y clara.<\/p>\n<p>Mientras que la visualizaci\u00f3n de datos pura suele enfocarse en representar n\u00fameros de forma autom\u00e1tica (como un gr\u00e1fico de barras o un mapa de calor), la infograf\u00eda a\u00f1ade una capa de narrativa y dise\u00f1o editorial. Combina elementos gr\u00e1ficos (como iconos, ilustraciones y diagramas) con textos breves y precisos, aprovechando que el cerebro humano procesa las im\u00e1genes mucho m\u00e1s r\u00e1pido que las palabras. Su objetivo principal es sintetizar el contenido para que los lectores puedan entender la idea general de un vistazo.<\/p>\n<p>En una entrevista para el blog <em>PuntoEdu<\/em>, el premiado infografista Jaime Serra<span id='easy-footnote-1-59498' class='easy-footnote-margin-adjust'><\/span><span class='easy-footnote'><a href='https:\/\/www.carolinacampalans.com\/?glosario=visualizacion-de-datos#easy-footnote-bottom-1-59498' title='Gonzales, Shar\u00fan (2016, 5 de agosto). \u00abUna infograf\u00eda period\u00edstica bien hecha es periodismo, no tiene nada de arte\u00bb, puntoedu.pucp.edu.pe. Acceso 12\/04\/2020.'><sup>1<\/sup><\/a><\/span> defin\u00eda de la siguiente manera la infograf\u00eda:<\/p>\n<blockquote>\n<p>La infograf\u00eda es una herramienta de comunicaci\u00f3n de alta precisi\u00f3n que utiliza dos lenguajes: la imagen y la palabra. Ambos se encuentran combinados de tal manera que uno no se entiende sin el otro. Ah\u00ed donde no llega uno, llega el otro. Juntos consiguen un nivel de precisi\u00f3n mucho m\u00e1s alto que cualquiera de los dos por separado.<\/p>\n<\/blockquote>\n<p data-path-to-node=\"1\">Para que sea efectiva, una infograf\u00eda debe mantener un equilibrio entre est\u00e9tica y funcionalidad. Suele organizar la informaci\u00f3n de forma jer\u00e1rquica o secuencial, guiando el ojo del espectador a trav\u00e9s de una \u00abhistoria\u00bb visual que facilita la retenci\u00f3n de datos. Se utiliza ampliamente en el periodismo, la educaci\u00f3n y el marketing debido a su capacidad para hacer que temas \u00e1ridos resulten atractivos y f\u00e1ciles de digerir.<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-4 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.5;\">Ejemplos<\/h2><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-5 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:24;--minFontSize:24;line-height:1.5;\">Gr\u00e1ficos y diagramas<\/h3><\/div><div class=\"accordian fusion-accordian\" style=\"--awb-border-size:1px;--awb-icon-size:15px;--awb-content-font-size:20px;--awb-icon-alignment:left;--awb-hover-color:#f9f9f9;--awb-border-color:#cccccc;--awb-background-color:#ffffff;--awb-divider-color:#000000;--awb-divider-hover-color:#000000;--awb-icon-color:#ffffff;--awb-title-color:#af7baf;--awb-content-color:#747474;--awb-icon-box-color:#333333;--awb-toggle-hover-accent-color:#9b00af;--awb-title-font-family:&quot;Roboto Condensed&quot;;--awb-title-font-weight:regular;--awb-title-font-style:normal;--awb-title-font-size:20px;--awb-content-font-family:&quot;Open Sans&quot;;--awb-content-font-style:normal;--awb-content-font-weight:400;\"><div class=\"panel-group fusion-toggle-icon-boxed\" id=\"accordion-59498-1\"><div class=\"fusion-panel panel-default panel-22a208dc47af2e1e0 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_22a208dc47af2e1e0\"><a aria-expanded=\"false\" aria-controls=\"22a208dc47af2e1e0\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-1\" data-target=\"#22a208dc47af2e1e0\" href=\"#22a208dc47af2e1e0\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Caja de Edgeworth o caja de Edgeworth-Bowley<\/span><\/a><\/h4><\/div><div id=\"22a208dc47af2e1e0\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_22a208dc47af2e1e0\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\">\n<div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\">\n<div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\">\n<div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\">\n<div class=\"fusion-text fusion-text-3\">\n<p>Un gr\u00e1fico utilizado para analizar y representar visualmente el proceso de intercambio de dos bienes entre dos individuos. Se fundamenta en la teor\u00eda microecon\u00f3mica del equilibrio general y se emplea para explicar la eficiencia en el intercambio de bienes, representando las curvas de indiferencia de cada una de las partes que intervienen en el intercambio.<\/p>\n<p>La caja de Edgeworth fue introducida por Francis Ysidro Edgeworth y complementada m\u00e1s tarde por Arthur Lyon Bowley.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-b5e263847eb5aa3a1 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_b5e263847eb5aa3a1\"><a aria-expanded=\"false\" aria-controls=\"b5e263847eb5aa3a1\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-1\" data-target=\"#b5e263847eb5aa3a1\" href=\"#b5e263847eb5aa3a1\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Dendrograma<\/span><\/a><\/h4><\/div><div id=\"b5e263847eb5aa3a1\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_b5e263847eb5aa3a1\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-8 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\">\n<div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\">\n<div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-10 fusion_builder_column_1_1 1_1 fusion-flex-column\">\n<div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\">\n<div class=\"fusion-text fusion-text-10\">\n<p>Tipo de gr\u00e1fico o diagrama en forma de \u00e1rbol, \u00fatil para la visualizaci\u00f3n de datos clasificados en categor\u00edas, como la estructura de agrupaci\u00f3n en un an\u00e1lisis cl\u00faster jer\u00e1rquico.<\/p>\n<p>El dendrograma permite ilustrar dos tipos de relaciones entre unidades de datos: la agrupaci\u00f3n o <em>clustering<\/em> por categor\u00edas y la jerarqu\u00eda entre categor\u00edas.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-9 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\">\n<div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\">\n<div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-11 fusion_builder_column_1_1 1_1 fusion-flex-column\">\n<div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\">\n<div class=\"fusion-text fusion-text-12\">\n<p>Las partes o elementos de un dendrograma son:<\/p>\n<ul>\n<li><strong>hojas<\/strong> (cada hoja representa una observaci\u00f3n individual)<\/li>\n<li><strong>ramas<\/strong> (muestran c\u00f3mo se agrupan las observaciones)<\/li>\n<li><strong>nodos<\/strong> (puntos de uni\u00f3n entre cl\u00fasteres)<\/li>\n<li><strong>altura<\/strong> (refleja la distancia entre los grupos)<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-833cb6834f36bac59 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_833cb6834f36bac59\"><a aria-expanded=\"false\" aria-controls=\"833cb6834f36bac59\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-1\" data-target=\"#833cb6834f36bac59\" href=\"#833cb6834f36bac59\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Diagrama de flujo<\/span><\/a><\/h4><\/div><div id=\"833cb6834f36bac59\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_833cb6834f36bac59\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p data-path-to-node=\"0\">Un diagrama de flujo es una representaci\u00f3n gr\u00e1fica de un algoritmo o proceso que utiliza una serie de s\u00edmbolos estandarizados para mostrar los pasos secuenciales de una tarea. Su prop\u00f3sito es desglosar un procedimiento complejo en acciones individuales y puntos de decisi\u00f3n, permitiendo visualizar de principio a fin c\u00f3mo se llega a un resultado.<\/p>\n<p data-path-to-node=\"1\">Cada figura en el diagrama tiene un significado espec\u00edfico: los \u00f3valos indican el inicio o el fin, los rect\u00e1ngulos representan una acci\u00f3n o proceso y los rombos se\u00f1alan una decisi\u00f3n que divide el camino (generalmente con una respuesta de \u00abS\u00ed\u00bb o \u00abNo\u00bb). Gracias a esta estructura, es una herramienta indispensable para programadores, ingenieros y gestores que buscan optimizar flujos de trabajo o detectar errores en un sistema.<\/p>\n<div class=\"source-inline-chip-container ng-star-inserted\"><\/div>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-4b9efaaec3254e7bc fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_4b9efaaec3254e7bc\"><a aria-expanded=\"false\" aria-controls=\"4b9efaaec3254e7bc\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-1\" data-target=\"#4b9efaaec3254e7bc\" href=\"#4b9efaaec3254e7bc\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Diagrama de tallo y hojas<\/span><\/a><\/h4><\/div><div id=\"4b9efaaec3254e7bc\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_4b9efaaec3254e7bc\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\">\n<div class=\"fusion-builder-row fusion-row\">\n<div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-one-full fusion-column-first fusion-column-last\">\n<div class=\"fusion-column-wrapper fusion-flex-column-wrapper-legacy\">\n<div class=\"fusion-text fusion-text-3\">\n<p>En estad\u00edstica, una representaci\u00f3n gr\u00e1fica que organiza y  un conjunto de datos num\u00e9ricos de manera ordenada. Permite visualizar la distribuci\u00f3n de los datos de manera compacta, manteniendo la informaci\u00f3n exacta de los datos originales.<\/p>\n<p>En ingl\u00e9s, <em>stem and leaf plot<\/em>.<\/p>\n<h4 class=\"fusion-responsive-typography-calculated\" data-fontsize=\"20\" data-lineheight=\"30px\">Caracter\u00edsticas<\/h4>\n<ul>\n<li><strong>Divisi\u00f3n en dos partes:<\/strong> El \u201ctallo\u201d representa la parte principal del n\u00famero (generalmente los d\u00edgitos m\u00e1s significativos), mientras que la \u201choja\u201d representa la parte final del n\u00famero (generalmente el d\u00edgito menos significativo). Por ejemplo, si tenemos el n\u00famero 42, el tallo ser\u00eda 4 y la hoja ser\u00eda 2.<\/li>\n<\/ul>\n<ul>\n<li><strong>Visualizaci\u00f3n de la distribuci\u00f3n:<\/strong> Permite observar la distribuci\u00f3n de los datos y las frecuencias de cada valor dentro de un conjunto de datos, de una manera ordenada y visualmente clara.<\/li>\n<\/ul>\n<ul>\n<li><strong>Conserva los datos originales:<\/strong> A diferencia de otros tipos de gr\u00e1ficos (como el\n<div class=\"glossaryItemTitle\">histograma<\/div>\n<div class=\"glossaryItemBody\">\n<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-17 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left: 0px; --awb-border-radius-top-right: 0px; --awb-border-radius-bottom-right: 0px; --awb-border-radius-bottom-left: 0px; --awb-flex-wrap: wrap;\">\n<div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width: 1248px; margin-left: calc(-4% \/ 2 ); margin-right: calc(-4% \/ 2 );\">\n<div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-31 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size: cover; --awb-width-large: 100%; --awb-margin-top-large: 0px; --awb-spacing-right-large: 1.92%; --awb-margin-bottom-large: 20px; --awb-spacing-left-large: 1.92%; --awb-width-medium: 100%; --awb-order-medium: 0; --awb-spacing-right-medium: 1.92%; --awb-spacing-left-medium: 1.92%; --awb-width-small: 100%; --awb-order-small: 0; --awb-spacing-right-small: 1.92%; --awb-spacing-left-small: 1.92%;\">\n<div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\">\n<div class=\"fusion-text fusion-text-30\">\n<p>Una t\u00e9cnica de visualizaci\u00f3n de datos que utiliza barras de superficie proporcional a la frecuencia de los valores num\u00e9ricos representados y(&#8230;)<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>\u00bb data-link=\u00bbhttps:\/\/www.carolinacampalans.com\/glosario\/histograma\/\u00bb data-mobile-support=\u00bb0&#8243; data-gt-translate-attributes=\u00bb[{\u00ab&gt;histograma<\/p>\n<p>, que agrupa los datos en intervalos), conserva la informaci\u00f3n exacta de los valores, lo que permite una visualizaci\u00f3n detallada sin perder precisi\u00f3n.<\/li>\n<\/ul>\n<ul>\n<li><strong>Organizaci\u00f3n ordenada:<\/strong> Los valores en el diagrama se organizan generalmente de menor a mayor, lo que facilita la identificaci\u00f3n de patrones o tendencias en los datos.<\/li>\n<\/ul>\n<\/div>\n<div class=\"fusion-clearfix\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-72b373b67da07b912 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_72b373b67da07b912\"><a aria-expanded=\"false\" aria-controls=\"72b373b67da07b912\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-1\" data-target=\"#72b373b67da07b912\" href=\"#72b373b67da07b912\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Gr\u00e1fico de \u00e1rea<\/span><\/a><\/h4><\/div><div id=\"72b373b67da07b912\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_72b373b67da07b912\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p>Un diagrama o gr\u00e1fico de l\u00edneas en que se rellena con color o textura el \u00e1rea bajo la l\u00ednea. Los gr\u00e1ficos de \u00e1rea se utilizan para ilustrar la evoluci\u00f3n de ciertos valores cuantitativos a lo largo de intervalos de tiempo y son de utilidad especialmente en aquellos casos en que interesa ense\u00f1ar tendencias mas que la variaci\u00f3n de los datos espec\u00edficos.<\/p>\n<div id=\"attachment_12231\" style=\"width: 703px\" class=\"wp-caption alignleft\"><a href=\"https:\/\/infogram.com\/es\/crear\/grafico-linea\" target=\"_blank\" rel=\"noopener noreferrer\"><img decoding=\"async\" aria-describedby=\"caption-attachment-12231\" class=\"lazyload wp-image-12231 size-full\" src=\"https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/2020\/09\/content_Line_Chart_Examples.png\" data-orig-src=\"https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/2020\/09\/content_Line_Chart_Examples.png\" alt=\"Imagen: ejemplos de gr\u00e1ficos\" width=\"693\" height=\"800\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27693%27%20height%3D%27800%27%20viewBox%3D%270%200%20693%20800%27%3E%3Crect%20width%3D%27693%27%20height%3D%27800%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/2020\/09\/content_Line_Chart_Examples-200x231.png 200w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/2020\/09\/content_Line_Chart_Examples-260x300.png 260w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/2020\/09\/content_Line_Chart_Examples-400x462.png 400w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/2020\/09\/content_Line_Chart_Examples-600x693.png 600w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/2020\/09\/content_Line_Chart_Examples.png 693w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 693px) 100vw, 693px\" \/><\/a><p id=\"caption-attachment-12231\" class=\"wp-caption-text\">Ejemplos de gr\u00e1ficos de l\u00edneas y de \u00e1rea. Fuente: Infogram. En l\u00ednea:\u00a0https:\/\/infogram.com\/es\/crear\/grafico-linea\u00a0Consulta: 09\/09\/2020.<\/p><\/div>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-15d838c71a94e30ca fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_15d838c71a94e30ca\"><a aria-expanded=\"false\" aria-controls=\"15d838c71a94e30ca\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-1\" data-target=\"#15d838c71a94e30ca\" href=\"#15d838c71a94e30ca\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Gr\u00e1fico de barras<\/span><\/a><\/h4><\/div><div id=\"15d838c71a94e30ca\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_15d838c71a94e30ca\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p>Una t\u00e9cnica de visualizaci\u00f3n de datos\u00a0en que diversos conjuntos de datos categ\u00f3ricos se representan mediante barras rectangulares de longitud proporcional a los valores representados.<\/p>\n<p>Si las columnas est\u00e1n dispuestas de manera vertical, recibe el nombre de gr\u00e1fico de columnas.<\/p>\n<p>Este tipo de gr\u00e1fico fue introducido en estad\u00edstica en 1786 por William Playfair.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-e2bbace4a822c8313 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_e2bbace4a822c8313\"><a aria-expanded=\"false\" aria-controls=\"e2bbace4a822c8313\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-1\" data-target=\"#e2bbace4a822c8313\" href=\"#e2bbace4a822c8313\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Gr\u00e1fico de columnas<\/span><\/a><\/h4><\/div><div id=\"e2bbace4a822c8313\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_e2bbace4a822c8313\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p>Un gr\u00e1fico de barras\u00a0dispuestas en forma vertical.<\/p>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-77fbf9dd1a624ebc4 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_77fbf9dd1a624ebc4\"><a aria-expanded=\"false\" aria-controls=\"77fbf9dd1a624ebc4\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-1\" data-target=\"#77fbf9dd1a624ebc4\" href=\"#77fbf9dd1a624ebc4\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Gr\u00e1fico de donut<\/span><\/a><\/h4><\/div><div id=\"77fbf9dd1a624ebc4\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_77fbf9dd1a624ebc4\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p>Un gr\u00e1fico de d\u00f3nut es un gr\u00e1fico de tarta en el que la parte central aparece vaciada.<\/p>\n<div class=\"ttr_end\"><\/div>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-a1c155230f07903c8 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_a1c155230f07903c8\"><a aria-expanded=\"false\" aria-controls=\"a1c155230f07903c8\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-1\" data-target=\"#a1c155230f07903c8\" href=\"#a1c155230f07903c8\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Gr\u00e1fico de l\u00edneas<\/span><\/a><\/h4><\/div><div id=\"a1c155230f07903c8\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_a1c155230f07903c8\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p>Gr\u00e1fico en que se conectan mediante l\u00edneas varios marcadores de puntos de datos.\u00a0El gr\u00e1fico de l\u00edneas se utiliza para ilustrar la evoluci\u00f3n de valores cuantitativos a lo largo de intervalos de tiempo.\u00a0Cuando en un gr\u00e1fico de l\u00edneas se ha rellenado mediante color o textura la zona bajo la l\u00ednea, suele recibir el nombre de gr\u00e1fico de \u00e1rea.<\/p>\n<div id=\"attachment_12231\" style=\"width: 423px\" class=\"wp-caption alignleft\"><a href=\"https:\/\/infogram.com\/es\/crear\/grafico-linea\"><img decoding=\"async\" aria-describedby=\"caption-attachment-12231\" class=\"lazyload wp-image-12231\" src=\"https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/2020\/09\/content_Line_Chart_Examples.png\" data-orig-src=\"https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/2020\/09\/content_Line_Chart_Examples.png\" alt=\"Figura: ejemplos de gr\u00e1ficos\" width=\"413\" height=\"477\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27413%27%20height%3D%27477%27%20viewBox%3D%270%200%20413%20477%27%3E%3Crect%20width%3D%27413%27%20height%3D%27477%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/2020\/09\/content_Line_Chart_Examples-200x231.png 200w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/2020\/09\/content_Line_Chart_Examples-260x300.png 260w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/2020\/09\/content_Line_Chart_Examples-400x462.png 400w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/2020\/09\/content_Line_Chart_Examples-600x693.png 600w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/2020\/09\/content_Line_Chart_Examples.png 693w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 413px) 100vw, 413px\" \/><\/a><p id=\"caption-attachment-12231\" class=\"wp-caption-text\">Ejemplos de gr\u00e1ficos de l\u00edneas y de \u00e1rea. Fuente: Infogram. En l\u00ednea:\u00a0https:\/\/infogram.com\/es\/crear\/grafico-linea\u00a0Consulta: 09\/09\/2020.<\/p><\/div>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-18331f968e6535588 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_18331f968e6535588\"><a aria-expanded=\"false\" aria-controls=\"18331f968e6535588\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-1\" data-target=\"#18331f968e6535588\" href=\"#18331f968e6535588\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Gr\u00e1fico de tarta<\/span><\/a><\/h4><\/div><div id=\"18331f968e6535588\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_18331f968e6535588\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\">\n<div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\">\n<div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\">\n<div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\">\n<div class=\"fusion-text fusion-text-3\">\n<p>Una t\u00e9cnica de visualizaci\u00f3n de datos, que se utiliza en estad\u00edstica para representar la distribuci\u00f3n de datos cualitativos en t\u00e9rminos de porcentajes o proporciones sobre un total. Su creaci\u00f3n se atribuye a William Playfair en 1801.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"ttr_end\">Es conocido tambi\u00e9n como gr\u00e1fico circular, gr\u00e1fico de pastel o gr\u00e1fico de quesitos.<\/div>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-40ff8be9d22e5e877 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_40ff8be9d22e5e877\"><a aria-expanded=\"false\" aria-controls=\"40ff8be9d22e5e877\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-1\" data-target=\"#40ff8be9d22e5e877\" href=\"#40ff8be9d22e5e877\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Heatmap o mapa de calor<\/span><\/a><\/h4><\/div><div id=\"40ff8be9d22e5e877\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_40ff8be9d22e5e877\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\">\n<div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\">\n<div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\">\n<div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\">\n<div class=\"fusion-text fusion-text-3\">\n<p>Modalidad de visualizaci\u00f3n de datos en que los diversos valores se representan mediante colores. Una de las aplicaciones m\u00e1s habituales de este tipo de gr\u00e1fico es en el an\u00e1lisis del tr\u00e1fico y UX de sitios web.<del><\/del><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"cmtt_synonyms_wrapper\"><\/div>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-6f86684709226b8c7 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_6f86684709226b8c7\"><a aria-expanded=\"false\" aria-controls=\"6f86684709226b8c7\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-1\" data-target=\"#6f86684709226b8c7\" href=\"#6f86684709226b8c7\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Histograma<\/span><\/a><\/h4><\/div><div id=\"6f86684709226b8c7\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_6f86684709226b8c7\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p>Una t\u00e9cnica de visualizaci\u00f3n de datos que utiliza barras de superficie proporcional a la frecuencia de los valores num\u00e9ricos representados y agrupados en intervalos de valores.<\/p>\n<p>Un histograma es una representaci\u00f3n gr\u00e1fica de la distribuci\u00f3n de frecuencias de un conjunto de datos continuos o agrupados en intervalos. Es una herramienta fundamental en la estad\u00edstica descriptiva para visualizar c\u00f3mo se distribuyen los valores de una variable.<\/p>\n<p>El histograma permite:<\/p>\n<ul>\n<li>Visualizar la forma de la distribuci\u00f3n de los datos (sim\u00e9trica, asim\u00e9trica, unimodal, bimodal, etc.).<\/li>\n<li>Identificar la tendencia central (d\u00f3nde se acumulan la mayor\u00eda de los datos).<\/li>\n<li>Detectar la dispersi\u00f3n o variabilidad de los datos.<\/li>\n<li>Localizar valores at\u00edpicos o <em>outliers<\/em> que se encuentren lejos del cuerpo principal de la distribuci\u00f3n.<\/li>\n<\/ul>\n<h4>Componentes y funcionamiento<\/h4>\n<p>Un histograma se compone de la siguiente manera:<\/p>\n<ul>\n<li><strong>Eje horizontal (eje x):<\/strong> Representa la variable de inter\u00e9s (por ejemplo, altura, peso, tiempo) dividida en intervalos o clases consecutivos. Estos intervalos no deben superponerse.<\/li>\n<li><strong>Eje vertical (eje y):<\/strong> Representa la frecuencia (absoluta, relativa o porcentual) con la que los datos caen dentro de cada intervalo.<\/li>\n<li><strong>Barras:<\/strong> El histograma utiliza barras rectangulares adyacentes (sin espacio entre ellas, a diferencia de un gr\u00e1fico de barras simple) donde:\n<ul>\n<li>La base de cada barra coincide con la amplitud del intervalo en el eje x.<\/li>\n<li>La altura de cada barra es proporcional a la frecuencia del intervalo. En algunos casos, especialmente cuando las amplitudes de los intervalos son desiguales, la altura representa la densidad de frecuencia (frecuencia dividida por la amplitud del intervalo), de modo que el \u00e1rea de la barra es lo que realmente representa la frecuencia.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>Comparaci\u00f3n histograma\/gr\u00e1fico de barras<\/h4>\n<p>La representaci\u00f3n gr\u00e1fica de un histograma es parecida a la de un gr\u00e1fico de barras, pero se diferencia en el tipo de datos estad\u00edsticos y en la organizaci\u00f3n por intervalos.<\/p>\n<ul>\n<li><strong>Tipo de datos: <\/strong>El histograma se usa para datos continuos o para datos agrupados en intervalos y el gr\u00e1fico de barras, para datos categ\u00f3ricos o discretos.<\/li>\n<li><strong>Representaci\u00f3n gr\u00e1fica:<\/strong> En el histograma las barras est\u00e1n pegadas para simbolizar la continuidad de la variable, mientras que en el gr\u00e1fico de barras est\u00e1n separadas porque las categor\u00edas son distintas e independientes.<\/li>\n<li><strong>Funci\u00f3n:<\/strong> El histograma muestra la distribuci\u00f3n de la variable y el gr\u00e1fico de barras muestra la comparaci\u00f3n entre categor\u00edas.<\/li>\n<\/ul>\n<h4>Tipos de histogramas<\/h4>\n<ul>\n<li>Histograma de frecuencias absolutas<\/li>\n<li>Histograma de frecuencias relativas<\/li>\n<li>Funci\u00f3n densidad<\/li>\n<li>Curva acumulativa u ojiva<\/li>\n<li>Curva acumulativa de frecuencias absolutas<\/li>\n<\/ul>\n<h4>Ejemplos<\/h4>\n<p><strong>Distribuci\u00f3n de frecuencias de la altura de 50 estudiantes<\/strong><\/p>\n<p>Vamos a visualizar la distribuci\u00f3n de altura de los 50 estudiantes de un curso. Las dimensiones, en este caso, son valores continuos, puesto que corresponden a intervalos de 5 cent\u00edmetros cada uno.<\/p>\n<p>La distribuci\u00f3n absoluta es la siguiente:<\/p>\n<ul>\n<li>A [150-155): 4 estudiantes.<\/li>\n<li>B [155-160): 8 estudiantes.<\/li>\n<li>C [160-165): 15 estudiantes.<\/li>\n<li>D [165-170): 13 estudiantes.<\/li>\n<li>E [170-175): 7 estudiantes.<\/li>\n<li>F [175-180): 3 estudiantes.<br \/>\nTotal: 50 estudiantes.<\/li>\n<\/ul>\n<table style=\"height: 201px;\" width=\"1019\">\n<thead>\n<tr>\n<th align=\"left\">Intervalo de altura (cm)<\/th>\n<th align=\"left\">Frecuencia absoluta<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td align=\"left\">A [150-155)<\/td>\n<td style=\"text-align: right;\" align=\"left\">4<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">B [155-160)<\/td>\n<td style=\"text-align: right;\" align=\"left\">8<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">C [160-165)<\/td>\n<td style=\"text-align: right;\" align=\"left\">15<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">D [165-170)<\/td>\n<td style=\"text-align: right;\" align=\"left\">13<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">E [170-175)<\/td>\n<td style=\"text-align: right;\" align=\"left\">7<\/td>\n<\/tr>\n<tr>\n<td align=\"left\">F [175-180)<\/td>\n<td style=\"text-align: right;\" align=\"left\">3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><img decoding=\"async\" class=\"lazyload alignnone size-medium wp-image-52068 aligncenter\" src=\"https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/viz-300x224.png\" data-orig-src=\"https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/viz-300x224.png\" alt=\"\" width=\"300\" height=\"224\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27300%27%20height%3D%27224%27%20viewBox%3D%270%200%20300%20224%27%3E%3Crect%20width%3D%27300%27%20height%3D%27224%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/viz-200x149.png 200w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/viz-300x224.png 300w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/viz-400x298.png 400w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/viz-500x373.png 500w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/viz-600x447.png 600w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/viz-768x572.png 768w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/viz-800x596.png 800w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/viz.png 805w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>Esta tabla es ideal para construir un histograma por los siguientes motivos:<\/p>\n<ul>\n<li>Variable continua: La altura es una variable continua, lo que quiere decir que puede tomar cualquier valor dentro de un rango (ej. 162.3 cm, 162.45 cm).<\/li>\n<li>Intervalos (clases): El eje horizontal del histograma se define por estos intervalos (ej., de 150 a 155 cm).<\/li>\n<li>La notaci\u00f3n [150\u2212155) significa que incluye 150 cm pero excluye 155 cm.<\/li>\n<li>Los intervalos son consecutivos y no se superponen, lo que permite que las barras del histograma est\u00e9n juntas.<\/li>\n<li>Frecuencia absoluta (f i): Este es el valor que define la altura de cada barra del histograma. Indica cu\u00e1ntos estudiantes caen dentro de cada rango de altura.<\/li>\n<li>Histograma: Al dibujar el histograma, los intervalos de altura ir\u00e1n en el eje x y la frecuencia absoluta (f i), en el eje y.<\/li>\n<\/ul>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-e2f0df4698d151585 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_e2f0df4698d151585\"><a aria-expanded=\"false\" aria-controls=\"e2f0df4698d151585\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-1\" data-target=\"#e2f0df4698d151585\" href=\"#e2f0df4698d151585\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">Nube de palabras o word cloud<\/span><\/a><\/h4><\/div><div id=\"e2f0df4698d151585\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_e2f0df4698d151585\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\">\n<p>T\u00e9cnica de visualizaci\u00f3n de datos utilizada en an\u00e1lisis de contenidos, en que se emplean recursos gr\u00e1ficos (como el tama\u00f1o o tipo de fuente o el color) para representar la frecuencia con que cada palabra aparece en el texto.<\/p>\n<p><img decoding=\"async\" class=\"lazyload size-medium wp-image-55960 aligncenter\" src=\"https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/wordcloud-300x300.jpg\" data-orig-src=\"https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/wordcloud-300x300.jpg\" alt=\"\" width=\"300\" height=\"300\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27300%27%20height%3D%27300%27%20viewBox%3D%270%200%20300%20300%27%3E%3Crect%20width%3D%27300%27%20height%3D%27300%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/wordcloud-66x66.jpg 66w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/wordcloud-150x150.jpg 150w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/wordcloud-200x200.jpg 200w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/wordcloud-300x300.jpg 300w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/wordcloud-400x400.jpg 400w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/wordcloud-500x500.jpg 500w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/wordcloud-600x600.jpg 600w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/wordcloud-768x768.jpg 768w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/wordcloud-800x800.jpg 800w, https:\/\/www.carolinacampalans.com\/wp-content\/uploads\/wordcloud.jpg 1024w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<p style=\"text-align: center;\">Nube de palabras a partir de la entrada en el glosario \u00abVisualizaci\u00f3n de datos\u00bb, elaborada con <a href=\"https:\/\/www.nubedepalabras.es\" target=\"_blank\" rel=\"noopener\">NubedePalabras.es<\/a>.<\/p>\n<\/div>\n<div class=\"ttr_end\">Cuando la nube de palabras se elabora a partir de las etiquetas o <em>tags<\/em> asignadas a las diferentes unidades de contenido de un sitio web, hablamos de nube de etiquetas.<\/div>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-6 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-three\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:24;--minFontSize:24;line-height:1.5;\">Casos<\/h3><\/div><div class=\"accordian fusion-accordian\" style=\"--awb-border-size:1px;--awb-icon-size:15px;--awb-content-font-size:20px;--awb-icon-alignment:left;--awb-hover-color:#f9f9f9;--awb-border-color:#cccccc;--awb-background-color:#ffffff;--awb-divider-color:#000000;--awb-divider-hover-color:#000000;--awb-icon-color:#ffffff;--awb-title-color:#af7baf;--awb-content-color:#747474;--awb-icon-box-color:#333333;--awb-toggle-hover-accent-color:#9b00af;--awb-title-font-family:&quot;Roboto Condensed&quot;;--awb-title-font-weight:regular;--awb-title-font-style:normal;--awb-title-font-size:20px;--awb-content-font-family:&quot;Open Sans&quot;;--awb-content-font-style:normal;--awb-content-font-weight:400;\"><div class=\"panel-group fusion-toggle-icon-boxed\" id=\"accordion-59498-2\"><div class=\"fusion-panel panel-default panel-7d4ff5836a91da155 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_7d4ff5836a91da155\"><a aria-expanded=\"false\" aria-controls=\"7d4ff5836a91da155\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-2\" data-target=\"#7d4ff5836a91da155\" href=\"#7d4ff5836a91da155\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">2017: the safest skies record<\/span><\/a><\/h4><\/div><div id=\"7d4ff5836a91da155\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_7d4ff5836a91da155\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p>Infograf\u00eda publicada en South China Morning Post. Autores: Adolfo Arranz y Pablo Robles.<\/p>\n<p style=\"text-align: center;\"><div ><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-1 fusion-button-default-span fusion-button-default-type\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/multimedia.scmp.com\/news\/world\/article\/safety-aviation-2017\/index.html\"><i class=\"fa-external-link-alt fas awb-button__icon awb-button__icon--default button-icon-left\" aria-hidden=\"true\"><\/i><span class=\"fusion-button-text awb-button__text awb-button__text--default\">Multimedia.Scmp.com<\/span><\/a><\/div>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-0ca9aefb43ab133a7 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_0ca9aefb43ab133a7\"><a aria-expanded=\"false\" aria-controls=\"0ca9aefb43ab133a7\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-2\" data-target=\"#0ca9aefb43ab133a7\" href=\"#0ca9aefb43ab133a7\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">25.000 muertes en Gaza: por qu\u00e9 la destrucci\u00f3n de esta guerra supera la de otros grandes conflictos<\/span><\/a><\/h4><\/div><div id=\"0ca9aefb43ab133a7\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_0ca9aefb43ab133a7\"><div class=\"panel-body toggle-content fusion-clearfix\">\nVisualizaci\u00f3n de datos sobre las personas fallecidas en la guerra de la Franja de Gaza desde octubre de 2023, publicada en diario El Pa\u00eds de Espa\u00f1a.<\/p>\n<div style=\"text-align:center;\"><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-2 fusion-button-default-span fusion-button-default-type\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/elpais.com\/internacional\/2024-01-21\/25000-muertes-en-gaza-por-que-la-destruccion-de-esta-guerra-supera-la-de-otros-grandes-conflictos.html\"><i class=\"fa-external-link-alt fas awb-button__icon awb-button__icon--default button-icon-left\" aria-hidden=\"true\"><\/i><span class=\"fusion-button-text awb-button__text awb-button__text--default\">ElPais.com<\/span><\/a><\/div>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-710067891243795df fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_710067891243795df\"><a aria-expanded=\"false\" aria-controls=\"710067891243795df\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-2\" data-target=\"#710067891243795df\" href=\"#710067891243795df\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">28 d\u00edas<\/span><\/a><\/h4><\/div><div id=\"710067891243795df\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_710067891243795df\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p>Especial interactivo del suplemento Verne de El Pa\u00eds (Espa\u00f1a) que aborda los tab\u00fas culturales que envuelven la regla femenina y propone ideas para acabar con ellos. Proyecto finalista de los premios de la Fundaci\u00f3n Gabo 2020 de periodismo, en la categor\u00eda innovaci\u00f3n.<\/p>\n<div style=\"text-align:center;\"><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-3 fusion-button-default-span fusion-button-default-type\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/elpais.com\/especiales\/2017\/28-dias-el-tabu-de-la-regla\/\"><i class=\"fa-external-link-alt fas awb-button__icon awb-button__icon--default button-icon-left\" aria-hidden=\"true\"><\/i><span class=\"fusion-button-text awb-button__text awb-button__text--default\">ElPais.com<\/span><\/a><\/div>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-6b1347cfcc59cd2cc fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_6b1347cfcc59cd2cc\"><a aria-expanded=\"false\" aria-controls=\"6b1347cfcc59cd2cc\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-2\" data-target=\"#6b1347cfcc59cd2cc\" href=\"#6b1347cfcc59cd2cc\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">America is more diverse than ever \u2014 but still segregated<\/span><\/a><\/h4><\/div><div id=\"6b1347cfcc59cd2cc\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_6b1347cfcc59cd2cc\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p>Reportaje infogr\u00e1fico de The Washington Post.<\/p>\n<p style=\"text-align: center;\"><div ><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-4 fusion-button-default-span fusion-button-default-type\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/www.washingtonpost.com\/graphics\/2018\/national\/segregation-us-cities\/\"><i class=\"fa-external-link-alt fas awb-button__icon awb-button__icon--default button-icon-left\" aria-hidden=\"true\"><\/i><span class=\"fusion-button-text awb-button__text awb-button__text--default\">WashingtonPost.com<\/span><\/a><\/div>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-ce424f13a9fdbd009 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_ce424f13a9fdbd009\"><a aria-expanded=\"false\" aria-controls=\"ce424f13a9fdbd009\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-2\" data-target=\"#ce424f13a9fdbd009\" href=\"#ce424f13a9fdbd009\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">As\u00ed se desencadena un golpe de calor en el organismo<\/span><\/a><\/h4><\/div><div id=\"ce424f13a9fdbd009\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_ce424f13a9fdbd009\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p>A ra\u00edz de la ola de calor que azota Europa en el verano de 2022, el diario El Pa\u00eds de Espa\u00f1a publica una infograf\u00eda que explica c\u00f3mo se produce un golpe de calor y qu\u00e9 efectos tiene sobre el organismo humano.<\/p>\n<p style=\"text-align: center;\"><div ><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-5 fusion-button-default-span fusion-button-default-type\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/elpais.com\/sociedad\/2022-07-20\/asi-se-desencadena-un-golpe-de-calor-en-el-organismo.html\"><i class=\"fa-external-link-alt fas awb-button__icon awb-button__icon--default button-icon-left\" aria-hidden=\"true\"><\/i><span class=\"fusion-button-text awb-button__text awb-button__text--default\">ElPais.com<\/span><\/a><\/div>\n<\/div><\/div><\/div><div class=\"fusion-panel panel-default panel-6d61f553ad3579e66 fusion-toggle-has-divider\" style=\"--awb-title-color:#af7baf;\"><div class=\"panel-heading\"><h4 class=\"panel-title toggle\" id=\"toggle_6d61f553ad3579e66\"><a aria-expanded=\"false\" aria-controls=\"6d61f553ad3579e66\" role=\"button\" data-toggle=\"collapse\" data-parent=\"#accordion-59498-2\" data-target=\"#6d61f553ad3579e66\" href=\"#6d61f553ad3579e66\"><span class=\"fusion-toggle-icon-wrapper\" aria-hidden=\"true\"><i class=\"fa-fusion-box active-icon awb-icon-minus\" aria-hidden=\"true\"><\/i><i class=\"fa-fusion-box inactive-icon awb-icon-plus\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-toggle-heading\">COVID-19 GIS Hub<\/span><\/a><\/h4><\/div><div id=\"6d61f553ad3579e66\" class=\"panel-collapse collapse \" aria-labelledby=\"toggle_6d61f553ad3579e66\"><div class=\"panel-body toggle-content fusion-clearfix\">\n<p>La visualizaci\u00f3n de datos es un recurso fundamental para la toma de decisiones fundamentadas o para el an\u00e1lisis del entorno.\u00a0Durante la pandemia por Covid-19 facilit\u00f3 el monitoreo de la enfermedad, as\u00ed como la adopci\u00f3n de medidas de control y prevenci\u00f3n.<\/p>\n<p>El proyecto COVID-19 GIS Hub utiliz\u00f3 los datos recopilados por la propia comunidad:<\/p>\n<blockquote><p>Understand, prepare for, and respond to pandemics in your community or organization.<\/p><\/blockquote>\n<p style=\"text-align: center;\"><div ><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-6 fusion-button-default-span fusion-button-default-type\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https:\/\/coronavirus-disasterresponse.hub.arcgis.com\/\"><i class=\"fa-external-link-alt fas awb-button__icon awb-button__icon--default button-icon-left\" aria-hidden=\"true\"><\/i><span class=\"fusion-button-text awb-button__text awb-button__text--default\">COVID-19 GIS Hub<\/span><\/a><\/div>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-7 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-7 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.5;\">Bibliograf\u00eda recomendada<\/p><\/h2><\/div><div class=\"fusion-text fusion-text-9\"><p>Lupi, Giorgia y Posavec, Stefanie (2018). <em>Dear Data.<\/em> Flow Press Media.<\/p>\n<ul>\n<li>Una aproximaci\u00f3n diferente a la visualizaci\u00f3n de datos, mediante t\u00e9cnicas anal\u00f3gicas de dibujo y muy af\u00edn al pensamiento visual.<\/li>\n<\/ul>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-5 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-padding-top:20px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1248px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-8 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-8 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.5;\">Recursos en l\u00ednea<\/h2><\/div><div class=\"fusion-content-boxes content-boxes columns row fusion-columns-1 fusion-columns-total-4 fusion-content-boxes-1 content-boxes-icon-with-title content-left\" style=\"--awb-hover-accent-color:#000000;--awb-circle-hover-accent-color:transparent;--awb-item-margin-bottom:40px;\" data-animationOffset=\"top-into-view\"><div style=\"--awb-backgroundcolor:#ffffff;\" class=\"fusion-column content-box-column content-box-column content-box-column-1 col-lg-12 col-md-12 col-sm-12 fusion-content-box-hover content-box-column-last-in-row\"><div class=\"col content-box-wrapper content-wrapper-background link-area-link-icon link-type-button-bar icon-hover-animation-fade\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><a class=\"heading-link\" style=\"float:left;\" href=\"https:\/\/datavizcatalogue.com\/ES\/\" target=\"_blank\" rel=\"noopener noreferrer\"><div class=\"icon\"><i style=\"background-color:transparent;border-color:transparent;height:auto;width: 21px;line-height:normal;font-size:21px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-chalkboard fas circle-no\"><\/i><\/div><h4 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"--h4_typography-font-size:20px;--fontSize:20;line-height:1.5;\">Cat\u00e1logo de Visualizaci\u00f3n de Datos<\/h4><\/a><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\">\n<p>Biblioteca de gr\u00e1ficos y sistemas de visualizaci\u00f3n de datos.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><a class=\" fusion-read-more fusion-button-bar\" style=\"float:left;\" href=\"https:\/\/datavizcatalogue.com\/ES\/\" target=\"_blank\" rel=\"noopener noreferrer\">DatavizCatalogue.com<\/a><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div style=\"--awb-backgroundcolor:#ffffff;\" class=\"fusion-column content-box-column content-box-column content-box-column-2 col-lg-12 col-md-12 col-sm-12 fusion-content-box-hover content-box-column-last-in-row\"><div class=\"col content-box-wrapper content-wrapper-background link-area-link-icon link-type-button-bar icon-hover-animation-fade\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><a class=\"heading-link\" style=\"float:left;\" href=\"https:\/\/www.archivosjaimeserra.com\/curso-infografa-periodstica-rtve\" target=\"_blank\" rel=\"noopener noreferrer\"><div class=\"icon\"><i style=\"background-color:transparent;border-color:transparent;height:auto;width: 21px;line-height:normal;font-size:21px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-chalkboard fas circle-no\"><\/i><\/div><h4 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"--h4_typography-font-size:20px;--fontSize:20;line-height:1.5;\">Del explicar al narrar<\/h4><\/a><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\">\n<p>Curso online gratuito de infograf\u00eda por Jaime Serra.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><a class=\" fusion-read-more fusion-button-bar\" style=\"float:left;\" href=\"https:\/\/www.archivosjaimeserra.com\/curso-infografa-periodstica-rtve\" target=\"_blank\" rel=\"noopener noreferrer\">ArchivosJaimeSerra.com<\/a><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div style=\"--awb-backgroundcolor:#ffffff;\" class=\"fusion-column content-box-column content-box-column content-box-column-3 col-lg-12 col-md-12 col-sm-12 fusion-content-box-hover content-box-column-last-in-row\"><div class=\"col content-box-wrapper content-wrapper-background link-area-link-icon link-type-button-bar icon-hover-animation-fade\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><a class=\"heading-link\" style=\"float:left;\" href=\"https:\/\/www.carolinacampalans.com\/biblioteca-4\/etiqueta\/visualizacion-de-informacion\/\" target=\"_blank\" rel=\"noopener noreferrer\"><div class=\"icon\"><i style=\"background-color:transparent;border-color:transparent;height:auto;width: 21px;line-height:normal;font-size:21px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-toolbox fas circle-no\"><\/i><\/div><h4 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"--h4_typography-font-size:20px;--fontSize:20;line-height:1.5;\">Herramientas de visualizaci\u00f3n<\/h4><\/a><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\">\n<p>Lista de herramientas digitales para la visualizaci\u00f3n de datos incluidas en mi Caja de Herramientas.<\/p>\n<\/div><div class=\"fusion-clearfix\"><\/div><a class=\" fusion-read-more fusion-button-bar\" style=\"float:left;\" href=\"https:\/\/www.carolinacampalans.com\/biblioteca-4\/etiqueta\/visualizacion-de-informacion\/\" target=\"_blank\" rel=\"noopener noreferrer\">CarolinaCampalans.com<\/a><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div style=\"--awb-backgroundcolor:#ffffff;\" class=\"fusion-column content-box-column content-box-column content-box-column-4 col-lg-12 col-md-12 col-sm-12 fusion-content-box-hover content-box-column-last content-box-column-last-in-row\"><div class=\"col content-box-wrapper content-wrapper-background link-area-link-icon link-type-button-bar icon-hover-animation-fade\" data-animationOffset=\"top-into-view\"><div class=\"heading heading-with-icon icon-left\"><a class=\"heading-link\" style=\"float:left;\" href=\"https:\/\/ft-interactive.github.io\/visual-vocabulary\/\" target=\"_blank\" rel=\"noopener noreferrer\"><div class=\"icon\"><i style=\"background-color:transparent;border-color:transparent;height:auto;width: 21px;line-height:normal;font-size:21px;\" aria-hidden=\"true\" class=\"fontawesome-icon fa-chalkboard fas circle-no\"><\/i><\/div><h4 class=\"content-box-heading fusion-responsive-typography-calculated\" style=\"--h4_typography-font-size:20px;--fontSize:20;line-height:1.5;\">Visual Vocabulary<\/h4><\/a><\/div><div class=\"fusion-clearfix\"><\/div><div class=\"content-container\">\n<div class=\"fusion-text fusion-text-1\">\n<p>Recurso en l\u00ednea para aprender a seleccionar el gr\u00e1fico adecuado para cada tipo de visualizaci\u00f3n de datos.<\/p>\n<\/div>\n<\/div><div class=\"fusion-clearfix\"><\/div><a class=\" fusion-read-more fusion-button-bar\" style=\"float:left;\" href=\"https:\/\/ft-interactive.github.io\/visual-vocabulary\/\" target=\"_blank\" rel=\"noopener noreferrer\">Github.io<\/a><div class=\"fusion-clearfix\"><\/div><\/div><\/div><div class=\"fusion-clearfix\"><\/div><\/div><\/div><\/div><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-9 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:20px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-9 fusion-sep-none fusion-title-text fusion-title-size-two\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:36;line-height:1.5;\">Social media<\/h2><\/div><div class=\"fusion-text fusion-text-10\"><table>\n<tbody>\n<tr>\n<td><!-- Beginning of Link Library Output --><div id='linklist1' class='linklist'><!-- Div Linklist -->\n<div class=\"LinkLibraryCat LinkLibraryCat6437 level0\"><!-- Div Category --><div id=\"behance\"><!-- Div Category Name --><div class=\"linklistcatname\"><!-- Div Cat Name --><span class=\"linklistcatclass\">Behance<\/span><\/div><!-- DivOrHeader --><\/div><!-- Div Category Name -->\n\t<table class='linklisttable'>\n<div class=\"linklisttableheaders\"><tr><th><div class=\"linklistcolumnheader\">Enlace<\/div><\/th><th><div class=\"linklistcolumnheader\">Descripci\u00f3n<\/div><\/th><\/tr><\/div>\n<tr><td><a href=\"https:\/\/www.behance.net\/FedericaFragapane\" id=\"link-55908\" class=\"track_this_link \" rel=\"noopener noreferrer\" title=\"Portafolio de la dise\u00f1adora de informaci\u00f3n Federica Fragapane.\" target=\"_blank\">Federica Fragapane<\/a><\/td>\n<td>Portafolio de la dise\u00f1adora de informaci\u00f3n Federica Fragapane.<\/td>\n<td><a href=\"\/index.php?rest_route=%2Fwp%2Fv2%2Fglosario%2F59498&#038;link_tags=dataviz\">Dataviz<\/a><\/td><\/tr>\n\t<\/table>\n<\/div><!-- Div End Category -->\n<div class=\"LinkLibraryCat LinkLibraryCat6436 level0\"><!-- Div Category --><div id=\"blogs\"><!-- Div Category Name --><div class=\"linklistcatname\"><!-- Div Cat Name --><span class=\"linklistcatclass\">Blogs<\/span><\/div><!-- DivOrHeader --><\/div><!-- Div Category Name -->\n\t<table class='linklisttable'>\n<div class=\"linklisttableheaders\"><tr><th><div 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