{"id":112,"date":"2026-05-27T18:05:37","date_gmt":"2026-05-27T16:05:37","guid":{"rendered":"https:\/\/tecnologia.villanett.com\/?post_type=glossary&#038;p=112"},"modified":"2026-06-01T18:06:47","modified_gmt":"2026-06-01T16:06:47","slug":"big-data","status":"publish","type":"glossary","link":"https:\/\/tecnologia.villanett.com\/index.php\/glosario\/big-data\/","title":{"rendered":"Big Data"},"content":{"rendered":"<div class=\"qMYqUG_convSearchResultHighlightRoot\">\n<div class=\"\" data-turn-id-container=\"request-WEB:ac9ac988-7ec9-4538-bac2-23c8bb586617-3\" data-is-intersecting=\"true\">\n<section class=\"text-token-text-primary w-full focus:outline-none has-data-writing-block:pointer-events-none [&amp;:has([data-writing-block])&gt;*]:pointer-events-auto R6Vx5W_threadScrollVars scroll-mb-[calc(var(--scroll-root-safe-area-inset-bottom,0px)+var(--thread-response-height))] scroll-mt-[calc(var(--header-height)+min(200px,max(70px,20svh)))]\" dir=\"auto\" data-turn-id=\"request-WEB:ac9ac988-7ec9-4538-bac2-23c8bb586617-3\" data-turn-id-container=\"request-WEB:ac9ac988-7ec9-4538-bac2-23c8bb586617-3\" data-testid=\"conversation-turn-8\" data-scroll-anchor=\"false\" data-turn=\"assistant\">\n<div class=\"text-base my-auto mx-auto pb-10 [--thread-content-margin:var(--thread-content-margin-xs,calc(var(--spacing)*4))] @w-sm\/main:[--thread-content-margin:var(--thread-content-margin-sm,calc(var(--spacing)*6))] @w-lg\/main:[--thread-content-margin:var(--thread-content-margin-lg,calc(var(--spacing)*16))] px-(--thread-content-margin)\">\n<div class=\"[--thread-content-max-width:40rem] @w-lg\/main:[--thread-content-max-width:48rem] mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\">\n<div class=\"flex max-w-full flex-col gap-4 grow\">\n<div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal outline-none keyboard-focused:focus-ring [.text-message+&amp;]:mt-1\" dir=\"auto\" tabindex=\"0\" data-message-author-role=\"assistant\" data-message-id=\"11a7be90-93ba-4ca9-b09b-e35146b2f5cc\" data-turn-start-message=\"true\" data-message-model-slug=\"gpt-5-5\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden\">\n<div class=\"markdown prose dark:prose-invert wrap-break-word w-full light markdown-new-styling\">\n<p data-start=\"0\" data-end=\"246\"><strong data-start=\"0\" data-end=\"12\"><a class=\"glossaryLink\" href=\"https:\/\/tecnologia.villanett.com\/index.php\/glosario\/big-data\/\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Big Data<\/a><\/strong> es el t&eacute;rmino que se utiliza para describir grandes vol&uacute;menes de datos que se generan constantemente y que son tan extensos o complejos que las herramientas tradicionales de gesti&oacute;n de datos no pueden procesarlos de manera eficiente.<\/p>\n<h3 data-section-id=\"12hto27\" data-start=\"248\" data-end=\"268\">Ejemplo sencillo<\/h3>\n<p data-start=\"269\" data-end=\"295\">Cada vez que las personas:<\/p>\n<ul data-start=\"296\" data-end=\"445\">\n<li data-section-id=\"1euvf1e\" data-start=\"296\" data-end=\"318\">Navegan en internet.<\/li>\n<li data-section-id=\"d9oox3\" data-start=\"319\" data-end=\"341\">Usan <a class=\"glossaryLink\" href=\"https:\/\/tecnologia.villanett.com\/index.php\/glosario\/redes-sociales\/\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">redes sociales<\/a>.<\/li>\n<li data-section-id=\"260wk1\" data-start=\"342\" data-end=\"370\">Realizan compras en l&iacute;nea.<\/li>\n<li data-section-id=\"goj3ym\" data-start=\"371\" data-end=\"403\">Utilizan aplicaciones m&oacute;viles.<\/li>\n<li data-section-id=\"3xx5ib\" data-start=\"404\" data-end=\"445\">Hacen b&uacute;squedas en motores de b&uacute;squeda.<\/li>\n<\/ul>\n<p data-start=\"447\" data-end=\"572\">Se generan enormes cantidades de datos. La recopilaci&oacute;n y an&aacute;lisis de toda esa informaci&oacute;n es lo que se conoce como <a class=\"glossaryLink\" href=\"https:\/\/tecnologia.villanett.com\/index.php\/glosario\/big-data\/\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Big Data<\/a>.<\/p>\n<h3 data-section-id=\"15w5622\" data-start=\"574\" data-end=\"598\">Las 5 V del <a class=\"glossaryLink\" href=\"https:\/\/tecnologia.villanett.com\/index.php\/glosario\/big-data\/\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Big Data<\/a><\/h3>\n<p data-start=\"600\" data-end=\"614\"><strong data-start=\"600\" data-end=\"614\">1. Volumen<\/strong><\/p>\n<ul data-start=\"615\" data-end=\"645\">\n<li data-section-id=\"j7aw5a\" data-start=\"615\" data-end=\"645\">Cantidades masivas de datos.<\/li>\n<\/ul>\n<p data-start=\"647\" data-end=\"663\"><strong data-start=\"647\" data-end=\"663\">2. Velocidad<\/strong><\/p>\n<ul data-start=\"664\" data-end=\"735\">\n<li data-section-id=\"5hdzfk\" data-start=\"664\" data-end=\"735\">Los datos se generan y procesan en tiempo real o casi en tiempo real.<\/li>\n<\/ul>\n<p data-start=\"737\" data-end=\"752\"><strong data-start=\"737\" data-end=\"752\">3. Variedad<\/strong><\/p>\n<ul data-start=\"753\" data-end=\"851\">\n<li data-section-id=\"1pwnn44\" data-start=\"753\" data-end=\"851\">Incluye diferentes tipos de datos: textos, im&aacute;genes, videos, audios, registros de sistemas, etc.<\/li>\n<\/ul>\n<p data-start=\"853\" data-end=\"869\"><strong data-start=\"853\" data-end=\"869\">4. Veracidad<\/strong><\/p>\n<ul data-start=\"870\" data-end=\"925\">\n<li data-section-id=\"1d4qus6\" data-start=\"870\" data-end=\"925\">Se refiere a la calidad y confiabilidad de los datos.<\/li>\n<\/ul>\n<p data-start=\"927\" data-end=\"939\"><strong data-start=\"927\" data-end=\"939\">5. Valor<\/strong><\/p>\n<ul data-start=\"940\" data-end=\"1025\">\n<li data-section-id=\"cbp8qj\" data-start=\"940\" data-end=\"1025\">La capacidad de convertir los datos en informaci&oacute;n &uacute;til para la toma de decisiones.<\/li>\n<\/ul>\n<h3 data-section-id=\"1pq745u\" data-start=\"1027\" data-end=\"1047\">&iquest;Para qu&eacute; sirve?<\/h3>\n<ul data-start=\"1048\" data-end=\"1306\">\n<li data-section-id=\"1xpznsz\" data-start=\"1048\" data-end=\"1089\">Analizar h&aacute;bitos de compra de clientes.<\/li>\n<li data-section-id=\"1xvcp22\" data-start=\"1090\" data-end=\"1134\">Crear campa&ntilde;as de marketing m&aacute;s efectivas.<\/li>\n<li data-section-id=\"7yv8rz\" data-start=\"1135\" data-end=\"1166\">Detectar fraudes financieros.<\/li>\n<li data-section-id=\"1vyn2s3\" data-start=\"1167\" data-end=\"1200\">Mejorar procesos empresariales.<\/li>\n<li data-section-id=\"1rw7kcr\" data-start=\"1201\" data-end=\"1249\">Realizar predicciones y tendencias de mercado.<\/li>\n<li data-section-id=\"1jehy2l\" data-start=\"1250\" data-end=\"1306\">Personalizar recomendaciones de productos o contenido.<\/li>\n<\/ul>\n<h3 data-section-id=\"iev4a1\" data-start=\"1308\" data-end=\"1327\">Ejemplos de uso<\/h3>\n<ul data-start=\"1328\" data-end=\"1665\">\n<li data-section-id=\"te7ffc\" data-start=\"1328\" data-end=\"1445\"><span class=\"\" data-state=\"closed\">Netflix<\/span> analiza el comportamiento de sus usuarios para recomendar series y pel&iacute;culas.<\/li>\n<li data-section-id=\"djra26\" data-start=\"1446\" data-end=\"1544\"><span class=\"\" data-state=\"closed\">Amazon<\/span> utiliza grandes vol&uacute;menes de datos para sugerir productos.<\/li>\n<li data-section-id=\"yc34hy\" data-start=\"1545\" data-end=\"1665\"><span class=\"\" data-state=\"closed\">Spotify<\/span> estudia los h&aacute;bitos de escucha para crear listas de reproducci&oacute;n personalizadas.<\/li>\n<\/ul>\n<h3 data-section-id=\"g5yl83\" data-start=\"1667\" data-end=\"1681\">Beneficios<\/h3>\n<ul data-start=\"1682\" data-end=\"1865\">\n<li data-section-id=\"1ync9ux\" data-start=\"1682\" data-end=\"1709\">Mejor toma de decisiones.<\/li>\n<li data-section-id=\"1lm5kxe\" data-start=\"1710\" data-end=\"1755\">Identificaci&oacute;n de oportunidades de negocio.<\/li>\n<li data-section-id=\"wg9smk\" data-start=\"1756\" data-end=\"1789\">Mayor conocimiento del cliente.<\/li>\n<li data-section-id=\"r6ddvw\" data-start=\"1790\" data-end=\"1828\">Optimizaci&oacute;n de recursos y procesos.<\/li>\n<li data-section-id=\"f7zj87\" data-start=\"1829\" data-end=\"1865\">Ventaja competitiva en el mercado.<\/li>\n<\/ul>\n<p data-start=\"1867\" data-end=\"2035\" data-is-last-node=\"\" data-is-only-node=\"\">En pocas palabras, <strong data-start=\"1886\" data-end=\"2034\"><a class=\"glossaryLink\" href=\"https:\/\/tecnologia.villanett.com\/index.php\/glosario\/big-data\/\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Big Data<\/a> es el an&aacute;lisis de enormes cantidades de datos para descubrir patrones, tendencias y conocimientos que ayuden a tomar mejores decisiones<\/strong>.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"z-0 flex min-h-[46px] justify-start\"><\/div>\n<div class=\"mt-3 w-full empty:hidden\">\n<div class=\"text-center\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n<\/div>\n<div class=\"pointer-events-none -mt-px h-px translate-y-[calc(var(--scroll-root-safe-area-inset-bottom)-14*var(--spacing))]\" aria-hidden=\"true\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p><a class=\"glossaryLink\" href=\"https:\/\/tecnologia.villanett.com\/index.php\/glosario\/big-data\/\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Big Data<\/a> es el t&eacute;rmino que se utiliza para describir grandes vol&uacute;menes de datos que se generan constantemente y que son tan extensos o complejos que las herramientas tradicionales de gesti&oacute;n de datos no pueden procesarlos de manera eficiente. Ejemplo sencillo Cada vez que las personas: Navegan en internet. Usan <a class=\"glossaryLink\" href=\"https:\/\/tecnologia.villanett.com\/index.php\/glosario\/redes-sociales\/\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">redes sociales<\/a>. Realizan compras en &hellip; <a href=\"https:\/\/tecnologia.villanett.com\/index.php\/glosario\/big-data\/\" class=\"more-link\">Seguir leyendo <span class=\"screen-reader-text\"><a class=\"glossaryLink\" href=\"https:\/\/tecnologia.villanett.com\/index.php\/glosario\/big-data\/\" data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]' tabindex=\"0\" role=\"link\">Big Data<\/a><\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"menu_order":0,"template":"","meta":{"footnotes":""},"class_list":["post-112","glossary","type-glossary","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/tecnologia.villanett.com\/index.php\/wp-json\/wp\/v2\/glossary\/112","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/tecnologia.villanett.com\/index.php\/wp-json\/wp\/v2\/glossary"}],"about":[{"href":"https:\/\/tecnologia.villanett.com\/index.php\/wp-json\/wp\/v2\/types\/glossary"}],"author":[{"embeddable":true,"href":"https:\/\/tecnologia.villanett.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"version-history":[{"count":2,"href":"https:\/\/tecnologia.villanett.com\/index.php\/wp-json\/wp\/v2\/glossary\/112\/revisions"}],"predecessor-version":[{"id":114,"href":"https:\/\/tecnologia.villanett.com\/index.php\/wp-json\/wp\/v2\/glossary\/112\/revisions\/114"}],"wp:attachment":[{"href":"https:\/\/tecnologia.villanett.com\/index.php\/wp-json\/wp\/v2\/media?parent=112"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}