{"id":6778,"date":"2025-05-28T16:21:43","date_gmt":"2025-05-28T14:21:43","guid":{"rendered":"https:\/\/mdw-group.com\/?post_type=portfolio&#038;p=6778"},"modified":"2026-09-10T09:40:59","modified_gmt":"2026-09-10T07:40:59","slug":"social-media-insights-platform","status":"publish","type":"portfolio","link":"https:\/\/mdw-group.com\/es\/events\/social-media-insights-platform\/","title":{"rendered":"Plataforma de An\u00e1lisis de Redes Sociales"},"content":{"rendered":"<div class=\"wp-block-uagb-container uagb-block-c8534716 alignfull uagb-is-root-container\">\n<div class=\"wp-block-uagb-container uagb-block-71dabd54 alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<div class=\"wp-block-uagb-container uagb-block-fabfd704\">\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-1\" style=\"color:#eb9f68;font-size:15px\">CASE STUDY \u2014 AUTOMOTIVE<\/h3>\n\n\n<h1 style=\"font-size:49px;font-style:normal;font-weight:700;letter-spacing:0px\" class=\"wp-block-post-title\">Plataforma de An\u00e1lisis de Redes Sociales<\/h1>\n\n\n<h2 class=\"wp-block-heading has-ast-global-color-4-color has-text-color has-link-color wp-elements-2\" style=\"font-size:21px;font-style:normal;font-weight:400\">Comprende el sentimiento de los clientes del sector automotriz a gran escala.<\/h2>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-86a8c467 alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<div class=\"wp-block-uagb-container uagb-block-841eaa97\">\n<p class=\"wp-block-paragraph\" style=\"font-size:15px;letter-spacing:2px\">Sector:<\/p>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-3 wp-block-paragraph\">Automoci\u00f3n<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-70a8076a\">\n<p class=\"wp-block-paragraph\" style=\"font-size:15px;letter-spacing:2px\">Enfoque:<\/p>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-4 wp-block-paragraph\">An\u00e1lisis de Sentimiento e IA<\/p>\n<\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:48px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-f8f50f84 alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<div class=\"wp-block-uagb-container uagb-block-d0310b14\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link wp-element-button\">Ver panel en vivo<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-7be66b7c\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--1 wp-states-4a3eb3f5\"><a class=\"wp-block-button__link has-custom-font-size wp-element-button\" style=\"border-width:1px;border-top-left-radius:300px;border-top-right-radius:300px;border-bottom-left-radius:300px;border-bottom-right-radius:300px;font-size:14px\">Consulta sobre este caso<\/a><\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-layout-grid uagb-block-eaf4636b\">\n<figure class=\"wp-block-image alignright size-full is-resized has-custom-border is-style-rounded\"><noscript><img decoding=\"async\" width=\"1024\" height=\"1024\" data-skip-lazy src=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform.png\" alt=\"\" class=\"wp-image-9213\" style=\"border-top-left-radius:21px;border-top-right-radius:21px;border-bottom-left-radius:21px;border-bottom-right-radius:21px;width:421px;height:auto\" srcset=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform.png 1024w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform-300x300.png 300w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform-150x150.png 150w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform-768x768.png 768w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform-500x500.png 500w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform-800x800.png 800w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/noscript><img decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform.png\" alt=\"\" class=\"wp-image-9213 vp-lazyload\" style=\"border-top-left-radius:21px;border-top-right-radius:21px;border-bottom-left-radius:21px;border-bottom-right-radius:21px;width:421px;height:auto\" srcset=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMTAyNCIgaGVpZ2h0PSIxMDI0IiB2aWV3Qm94PSIwIDAgMTAyNCAxMDI0IiBmaWxsPSJub25lIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" data-src=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform.png\" data-srcset=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform.png 1024w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform-300x300.png 300w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform-150x150.png 150w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform-768x768.png 768w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform-500x500.png 500w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform-800x800.png 800w\" data-sizes=\"auto\" loading=\"eager\"><\/figure>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-separator uagb-block-1b7c929e\"><div class=\"uagb-separator-spacing-wrapper\"><div class=\"wp-block-uagb-separator__inner\" style=\"--my-background-image:\"><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-08ad0a60 alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<div class=\"wp-block-uagb-container uagb-block-2c8268df\">\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-5\" style=\"color:#a431a6;font-size:15px;letter-spacing:1px\">DESAF\u00cdO EMPRESARIAL<\/h3>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:17px\">Miles de v\u00eddeos, sin una voz clara del cliente<\/h2>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-6 wp-block-paragraph\" style=\"font-size:15px\">Los comentarios de los usuarios sobre rese\u00f1as de autom\u00f3viles est\u00e1n dispersos en miles de v\u00eddeos de YouTube. La falta de un an\u00e1lisis centralizado, el alto volumen de comentarios y la necesidad de informaci\u00f3n cualitativa (m\u00e1s all\u00e1 de las visualizaciones o los \u00abme gusta\u00bb) dificultaban comprender el sentimiento real de los usuarios, detectar problemas recurrentes o identificar las preferencias del mercado.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-77dd346e\">\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-7\" style=\"color:#dd9be3;font-size:15px;letter-spacing:1px\">SOLUCI\u00d3N IMPLEMENTADA<\/h3>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:17px\">Convertir comentarios en bruto en informaci\u00f3n estructurada y procesable<\/h2>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-8 wp-block-paragraph\" style=\"font-size:15px\">Se desarroll\u00f3 una aplicaci\u00f3n segura y escalable para analizar rese\u00f1as de YouTube mediante an\u00e1lisis de sentimiento impulsado por IA y extracci\u00f3n de temas. La soluci\u00f3n recupera, procesa y clasifica autom\u00e1ticamente las opiniones de los usuarios (por ejemplo, sobre el consumo de combustible, el dise\u00f1o o el confort), convirtiendo los comentarios en bruto en informaci\u00f3n procesable.<br><\/p>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-separator uagb-block-8f17b2a6\"><div class=\"uagb-separator-spacing-wrapper\"><div class=\"wp-block-uagb-separator__inner\" style=\"--my-background-image:\"><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-c39baebe alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-9\" style=\"color:#eb9f68;font-size:15px\">TECNOLOG\u00cdA<\/h3>\n\n\n\n<h2 class=\"wp-block-heading has-ast-global-color-4-color has-text-color has-link-color wp-elements-10\" style=\"font-size:21px;font-style:normal;font-weight:400\">Un pipeline impulsado por IA construido sobre Azure<\/h2>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-3a59b6f8 alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<div class=\"wp-block-uagb-container uagb-block-1f84b7b2\">\n<div class=\"wp-block-uagb-container uagb-block-c0fbaf1f alignfull uagb-is-root-container\">\n<div class=\"wp-block-uagb-container uagb-block-61a74992\">\n<figure class=\"wp-block-image size-large is-resized\"><noscript><img decoding=\"async\" width=\"1024\" height=\"972\" data-skip-lazy src=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1-1024x972.png\" alt=\"\" class=\"wp-image-9064\" style=\"aspect-ratio:1.053443079063297;width:59px;height:auto\" srcset=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1-1024x972.png 1024w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1-300x285.png 300w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1-768x729.png 768w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1-1536x1458.png 1536w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1-500x475.png 500w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1-800x759.png 800w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1-1280x1215.png 1280w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1.png 1634w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/noscript><img decoding=\"async\" width=\"1024\" height=\"972\" src=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1-1024x972.png\" alt=\"\" class=\"wp-image-9064 vp-lazyload\" style=\"aspect-ratio:1.053443079063297;width:59px;height:auto\" srcset=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMTAyNCIgaGVpZ2h0PSI5NzIiIHZpZXdCb3g9IjAgMCAxMDI0IDk3MiIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj48L3N2Zz4=\" data-src=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1-1024x972.png\" data-srcset=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1-1024x972.png 1024w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1-300x285.png 300w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1-768x729.png 768w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1-1536x1458.png 1536w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1-500x475.png 500w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1-800x759.png 800w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1-1280x1215.png 1280w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-03-1.png 1634w\" data-sizes=\"auto\" loading=\"eager\"><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-da630c2b\">\n<h4 class=\"wp-block-heading\" style=\"font-size:16px;font-style:normal;font-weight:600\">PLATAFORMA DE DATOS<\/h4>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-11\" style=\"color:#eb9f68;font-size:12px\">Azure Functions &amp; Azure OpenAI<\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-12 wp-block-paragraph\" style=\"font-size:15px\">Se utiliza para procesar comentarios con PLN para el an\u00e1lisis de sentimiento, la detecci\u00f3n de temas y la miner\u00eda de opiniones.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-d659ed47\">\n<div class=\"wp-block-uagb-container uagb-block-e5ec85f6 alignfull uagb-is-root-container\">\n<div class=\"wp-block-uagb-container uagb-block-07f6663a\">\n<figure class=\"wp-block-image size-large is-resized\"><noscript><img decoding=\"async\" width=\"1024\" height=\"972\" data-skip-lazy src=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04-1024x972.png\" alt=\"\" class=\"wp-image-9081\" style=\"aspect-ratio:1.053443079063297;width:59px;height:auto\" srcset=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04-1024x972.png 1024w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04-300x285.png 300w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04-768x729.png 768w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04-1536x1458.png 1536w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04-500x475.png 500w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04-800x759.png 800w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04-1280x1215.png 1280w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04.png 1634w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/noscript><img decoding=\"async\" width=\"1024\" height=\"972\" src=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04-1024x972.png\" alt=\"\" class=\"wp-image-9081 vp-lazyload\" style=\"aspect-ratio:1.053443079063297;width:59px;height:auto\" srcset=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMTAyNCIgaGVpZ2h0PSI5NzIiIHZpZXdCb3g9IjAgMCAxMDI0IDk3MiIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj48L3N2Zz4=\" data-src=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04-1024x972.png\" data-srcset=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04-1024x972.png 1024w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04-300x285.png 300w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04-768x729.png 768w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04-1536x1458.png 1536w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04-500x475.png 500w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04-800x759.png 800w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04-1280x1215.png 1280w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-04.png 1634w\" data-sizes=\"auto\" loading=\"eager\"><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-a1be50ed\">\n<h4 class=\"wp-block-heading\" style=\"font-size:16px;font-style:normal;font-weight:600\">ENTREGA DE DATOS<\/h4>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-13\" style=\"color:#eb9f68;font-size:12px\">Next.js &amp; Azure Container Apps<\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-14 wp-block-paragraph\" style=\"font-size:15px\">Una aplicaci\u00f3n web desarrollada para recopilar y gestionar listas de v\u00eddeos de YouTube y sus metadatos asociados.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-24c216f0\">\n<div class=\"wp-block-uagb-container uagb-block-d45c49c1 alignfull uagb-is-root-container\">\n<div class=\"wp-block-uagb-container uagb-block-e692b006\">\n<figure class=\"wp-block-image size-large is-resized\"><noscript><img decoding=\"async\" width=\"1024\" height=\"972\" data-skip-lazy src=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05-1024x972.png\" alt=\"\" class=\"wp-image-9084\" style=\"aspect-ratio:1.053443079063297;width:59px;height:auto\" srcset=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05-1024x972.png 1024w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05-300x285.png 300w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05-768x729.png 768w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05-1536x1458.png 1536w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05-500x475.png 500w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05-800x759.png 800w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05-1280x1215.png 1280w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05.png 1634w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/noscript><img decoding=\"async\" width=\"1024\" height=\"972\" src=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05-1024x972.png\" alt=\"\" class=\"wp-image-9084 vp-lazyload\" style=\"aspect-ratio:1.053443079063297;width:59px;height:auto\" srcset=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMTAyNCIgaGVpZ2h0PSI5NzIiIHZpZXdCb3g9IjAgMCAxMDI0IDk3MiIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj48L3N2Zz4=\" data-src=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05-1024x972.png\" data-srcset=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05-1024x972.png 1024w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05-300x285.png 300w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05-768x729.png 768w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05-1536x1458.png 1536w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05-500x475.png 500w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05-800x759.png 800w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05-1280x1215.png 1280w, https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/07\/Sin-titulo-4-05.png 1634w\" data-sizes=\"auto\" loading=\"eager\"><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-9d338511\">\n<h4 class=\"wp-block-heading\" style=\"font-size:16px;font-style:normal;font-weight:600\">INTEGRACI\u00d3N<\/h4>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-15\" style=\"color:#eb9f68;font-size:12px\">Azure Maps API<\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-16 wp-block-paragraph\" style=\"font-size:15px\">Gesti\u00f3n de colas con <strong>Azure Storage<\/strong> y <strong>inicio de sesi\u00f3n seguro<\/strong> a trav\u00e9s de <strong>Microsoft Entra ID<\/strong> para garantizar un uso autenticado y cargas de trabajo escalables.<\/p>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-separator uagb-block-e73a4ec7\"><div class=\"uagb-separator-spacing-wrapper\"><div class=\"wp-block-uagb-separator__inner\" style=\"--my-background-image:\"><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-92adaa55 alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-17\" style=\"color:#eb9f68;font-size:15px\">RESULTADOS Y ROI<\/h3>\n\n\n\n<h2 class=\"wp-block-heading has-ast-global-color-4-color has-text-color has-link-color wp-elements-18\" style=\"font-size:21px;font-style:normal;font-weight:400\">Lo que revel\u00f3 la plataforma una vez en funcionamiento<\/h2>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-f7a47624 alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<div class=\"wp-block-uagb-container uagb-block-a7ebe158\">\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-19\" style=\"color:#eb9f68;font-size:12px\">Informaci\u00f3n<\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-20 wp-block-paragraph\" style=\"font-size:15px\">Revel\u00f3 patrones en los comentarios de los usuarios en miles de v\u00eddeos, ayudando a los fabricantes a comprender la percepci\u00f3n de los usuarios por modelo o marca.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-c52c744a\">\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-21\" style=\"color:#eb9f68;font-size:12px\">Decisi\u00f3n<\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-22 wp-block-paragraph\" style=\"font-size:15px\">Permiti\u00f3 a los equipos de marketing y producto basar sus decisiones en la voz real del cliente, mejorando la segmentaci\u00f3n y el posicionamiento de producto.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-0790337f\">\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-23\" style=\"color:#eb9f68;font-size:12px\">Escalabilidad<\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-24 wp-block-paragraph\" style=\"font-size:15px\">El pipeline de procesamiento automatizado admite cualquier n\u00famero de nuevas listas de v\u00eddeos, permitiendo su reutilizaci\u00f3n en distintos modelos, idiomas y regiones.<\/p>\n<\/div>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-separator uagb-block-809e92d3\"><div class=\"uagb-separator-spacing-wrapper\"><div class=\"wp-block-uagb-separator__inner\" style=\"--my-background-image:\"><\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-c13a88f5 alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-25\" style=\"color:#eb9f68;font-size:15px\">\u00bfTienes un reto de datos similar?<\/h3>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-5d1a94e0 alignfull uagb-is-root-container\"><div class=\"uagb-container-inner-blocks-wrap\">\n<div class=\"wp-block-uagb-container uagb-block-9b5d89d9\">\n<h2 class=\"wp-block-heading has-ast-global-color-5-color has-text-color has-link-color wp-elements-26\" style=\"font-size:19px;font-style:normal;font-weight:400\">Habla con el equipo detr\u00e1s de este proyecto: te explicaremos el enfoque y c\u00f3mo puede adaptarse a tus datos.<\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-a8971d56\">\n<div class=\"wp-block-uagb-container uagb-block-bdda9b54\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-fill wp-states-4a3eb3f5\"><a class=\"wp-block-button__link has-background has-custom-font-size wp-element-button\" href=\"https:\/\/mdw-group.com\/es\/contact-us\/\" style=\"background-color:#ffffff00;font-size:14px\">Habla con nuestro equipo<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-uagb-container uagb-block-b7715272\">\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-fill wp-states-4a3eb3f5\"><a class=\"wp-block-button__link has-ast-global-color-3-background-color has-background has-custom-font-size wp-element-button\" href=\"https:\/\/mdw-group.com\/es\/case-studies\/\" style=\"border-width:1px;border-top-left-radius:209px;border-top-right-radius:209px;border-bottom-left-radius:209px;border-bottom-right-radius:209px;font-size:14px\">Ver todos los casos de \u00e9xito<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>CASE STUDY \u2014 AUTOMOTIVE Understand automotive customer sentiment at scale. Sector: Automotive Focus: Sentiment Analysis &amp; AI BUSINESS CHALLENGE Thousands of videos, no clear voice of the customer User feedback on automotive reviews is scattered across thousands of YouTube videos. The lack of centralized analysis, high volume of comments, and the need for qualitative insights [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":9213,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"_vp_format_video_url":"","_vp_image_focal_point":[],"_vp_custom_popup_image":0,"_vp_format_audio_url":"","_vp_album_images":[],"_vp_custom_thumbnail":0,"_vp_custom_thumbnail_focal_point":[],"_vp_custom_thumbnail_cover":0,"_vp_hover_thumbnail":0,"_vp_hover_thumbnail_focal_point":[],"footnotes":""},"portfolio_category":[20,15,9,6,10,13,87],"portfolio_tag":[],"class_list":["post-6778","portfolio","type-portfolio","status-publish","format-standard","has-post-thumbnail","hentry","portfolio_category-consumer-goods","portfolio_category-energy","portfolio_category-financial-services","portfolio_category-hospitality","portfolio_category-manufacturing","portfolio_category-retail","portfolio_category-united-nations"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Social Media Insights Platform - MDW<\/title>\n<meta name=\"description\" content=\"Social Media Insights platform that processes YouTube reviews, turning scattered feedback into valuable and actionable market insights.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mdw-group.com\/es\/events\/social-media-insights-platform\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Social Media Insights Platform - MDW\" \/>\n<meta property=\"og:description\" content=\"Social Media Insights platform that processes YouTube reviews, turning scattered feedback into valuable and actionable market insights.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mdw-group.com\/es\/events\/social-media-insights-platform\/\" \/>\n<meta property=\"og:site_name\" content=\"MDW\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-10T07:40:59+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data1\" content=\"5 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/mdw-group.com\\\/events\\\/social-media-insights-platform\\\/\",\"url\":\"https:\\\/\\\/mdw-group.com\\\/events\\\/social-media-insights-platform\\\/\",\"name\":\"Social Media Insights Platform - MDW\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/mdw-group.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/mdw-group.com\\\/events\\\/social-media-insights-platform\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/mdw-group.com\\\/events\\\/social-media-insights-platform\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/mdw-group.com\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/Social-Media-Insights-Platform.png\",\"datePublished\":\"2025-05-28T14:21:43+00:00\",\"dateModified\":\"2026-09-10T07:40:59+00:00\",\"description\":\"Social Media Insights platform that processes YouTube reviews, turning scattered feedback into valuable and actionable market insights.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/mdw-group.com\\\/events\\\/social-media-insights-platform\\\/#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/mdw-group.com\\\/events\\\/social-media-insights-platform\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/mdw-group.com\\\/events\\\/social-media-insights-platform\\\/#primaryimage\",\"url\":\"https:\\\/\\\/mdw-group.com\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/Social-Media-Insights-Platform.png\",\"contentUrl\":\"https:\\\/\\\/mdw-group.com\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/Social-Media-Insights-Platform.png\",\"width\":1024,\"height\":1024},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/mdw-group.com\\\/events\\\/social-media-insights-platform\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Portada\",\"item\":\"https:\\\/\\\/mdw-group.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Events\",\"item\":\"https:\\\/\\\/mdw-group.com\\\/events\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Social Media Insights Platform\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/mdw-group.com\\\/#website\",\"url\":\"https:\\\/\\\/mdw-group.com\\\/\",\"name\":\"MDW group\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/mdw-group.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/mdw-group.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/mdw-group.com\\\/#organization\",\"name\":\"MDW | My Data Works\",\"alternateName\":\"My Data Works\",\"url\":\"https:\\\/\\\/mdw-group.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/mdw-group.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/mdw-group.com\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/LOGO_2025_3-color-centrado-scaled.png\",\"contentUrl\":\"https:\\\/\\\/mdw-group.com\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/LOGO_2025_3-color-centrado-scaled.png\",\"width\":2560,\"height\":1336,\"caption\":\"MDW | My Data Works\"},\"image\":{\"@id\":\"https:\\\/\\\/mdw-group.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.linkedin.com\\\/company\\\/mdw-partners\\\/?viewAsMember=true\",\"https:\\\/\\\/www.youtube.com\\\/@mdw-my-data-works\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Social Media Insights Platform - MDW","description":"Social Media Insights platform that processes YouTube reviews, turning scattered feedback into valuable and actionable market insights.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/mdw-group.com\/es\/events\/social-media-insights-platform\/","og_locale":"es_ES","og_type":"article","og_title":"Social Media Insights Platform - MDW","og_description":"Social Media Insights platform that processes YouTube reviews, turning scattered feedback into valuable and actionable market insights.","og_url":"https:\/\/mdw-group.com\/es\/events\/social-media-insights-platform\/","og_site_name":"MDW","article_modified_time":"2026-09-10T07:40:59+00:00","og_image":[{"width":1024,"height":1024,"url":"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Tiempo de lectura":"5 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/mdw-group.com\/events\/social-media-insights-platform\/","url":"https:\/\/mdw-group.com\/events\/social-media-insights-platform\/","name":"Social Media Insights Platform - MDW","isPartOf":{"@id":"https:\/\/mdw-group.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/mdw-group.com\/events\/social-media-insights-platform\/#primaryimage"},"image":{"@id":"https:\/\/mdw-group.com\/events\/social-media-insights-platform\/#primaryimage"},"thumbnailUrl":"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform.png","datePublished":"2025-05-28T14:21:43+00:00","dateModified":"2026-09-10T07:40:59+00:00","description":"Social Media Insights platform that processes YouTube reviews, turning scattered feedback into valuable and actionable market insights.","breadcrumb":{"@id":"https:\/\/mdw-group.com\/events\/social-media-insights-platform\/#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/mdw-group.com\/events\/social-media-insights-platform\/"]}]},{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/mdw-group.com\/events\/social-media-insights-platform\/#primaryimage","url":"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform.png","contentUrl":"https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform.png","width":1024,"height":1024},{"@type":"BreadcrumbList","@id":"https:\/\/mdw-group.com\/events\/social-media-insights-platform\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Portada","item":"https:\/\/mdw-group.com\/"},{"@type":"ListItem","position":2,"name":"Events","item":"https:\/\/mdw-group.com\/events\/"},{"@type":"ListItem","position":3,"name":"Social Media Insights Platform"}]},{"@type":"WebSite","@id":"https:\/\/mdw-group.com\/#website","url":"https:\/\/mdw-group.com\/","name":"MDW group","description":"","publisher":{"@id":"https:\/\/mdw-group.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/mdw-group.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"},{"@type":"Organization","@id":"https:\/\/mdw-group.com\/#organization","name":"MDW | My Data Works","alternateName":"My Data Works","url":"https:\/\/mdw-group.com\/","logo":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/mdw-group.com\/#\/schema\/logo\/image\/","url":"https:\/\/mdw-group.com\/wp-content\/uploads\/2026\/07\/LOGO_2025_3-color-centrado-scaled.png","contentUrl":"https:\/\/mdw-group.com\/wp-content\/uploads\/2026\/07\/LOGO_2025_3-color-centrado-scaled.png","width":2560,"height":1336,"caption":"MDW | My Data Works"},"image":{"@id":"https:\/\/mdw-group.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/mdw-partners\/?viewAsMember=true","https:\/\/www.youtube.com\/@mdw-my-data-works"]}]}},"uagb_featured_image_src":{"full":["https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform.png",1024,1024,false],"thumbnail":["https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform-150x150.png",150,150,true],"medium":["https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform-300x300.png",300,300,true],"medium_large":["https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform-768x768.png",768,768,true],"large":["https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform.png",1024,1024,false],"1536x1536":["https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform.png",1024,1024,false],"2048x2048":["https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform.png",1024,1024,false],"trp-custom-language-flag":["https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform.png",12,12,false],"vp_sm":["https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform-500x500.png",500,500,true],"vp_md":["https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform-800x800.png",800,800,true],"vp_lg":["https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform.png",1024,1024,false],"vp_xl":["https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform.png",1024,1024,false],"vp_sm_popup":["https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform-500x500.png",500,500,true],"vp_md_popup":["https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform-800x800.png",800,800,true],"vp_xl_popup":["https:\/\/mdw-group.com\/wp-content\/uploads\/2025\/05\/Social-Media-Insights-Platform.png",1024,1024,false]},"uagb_author_info":{"display_name":"ana.aramburu@mdw-group.com","author_link":"https:\/\/mdw-group.com\/es\/author\/ana-aramburumdw-group-com\/"},"uagb_comment_info":0,"uagb_excerpt":"CASE STUDY \u2014 AUTOMOTIVE Understand automotive customer sentiment at scale. Sector: Automotive Focus: Sentiment Analysis &amp; AI BUSINESS CHALLENGE Thousands of videos, no clear voice of the customer User feedback on automotive reviews is scattered across thousands of YouTube videos. The lack of centralized analysis, high volume of comments, and the need for qualitative insights&hellip;","_links":{"self":[{"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/portfolio\/6778","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/portfolio"}],"about":[{"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/types\/portfolio"}],"author":[{"embeddable":true,"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/comments?post=6778"}],"version-history":[{"count":8,"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/portfolio\/6778\/revisions"}],"predecessor-version":[{"id":10394,"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/portfolio\/6778\/revisions\/10394"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/media\/9213"}],"wp:attachment":[{"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/media?parent=6778"}],"wp:term":[{"taxonomy":"portfolio_category","embeddable":true,"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/portfolio_category?post=6778"},{"taxonomy":"portfolio_tag","embeddable":true,"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/portfolio_tag?post=6778"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}