{"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":"2026-07-30T16:37:08","modified_gmt":"2026-07-30T14:37:08","slug":"social-media-insights-platform","status":"publish","type":"portfolio","link":"https:\/\/mdw-group.com\/es\/events\/social-media-insights-platform\/","title":{"rendered":"Social Media Insights Platform"},"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-60dcaa2f60f08f3a97b891d16b40f38e\" 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\">Social Media Insights Platform<\/h1>\n\n\n<h2 class=\"wp-block-heading has-ast-global-color-4-color has-text-color has-link-color wp-elements-c0723dba560fe63e3bea2d93834a2957\" style=\"font-size:21px;font-style:normal;font-weight:400\">Understand automotive customer sentiment at scale.<\/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-1827889fd2b73d70a73d9dbd3aead166 wp-block-paragraph\">Automotive<\/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\">Focus:<\/p>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-9b68192fead76b93d218ebdd944a31c5 wp-block-paragraph\">Sentiment Analysis &amp; AI<\/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\">View live dashboard<\/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\"><a class=\"wp-block-button__link has-custom-font-size wp-element-button\" style=\"border-top-left-radius:300px;border-top-right-radius:300px;border-bottom-left-radius:300px;border-bottom-right-radius:300px;font-size:14px\">Ask about this case<\/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-4059915b94eb0e9a6a8774b3d784d1b3\" style=\"color:#a431a6;font-size:15px;letter-spacing:1px\">BUSINESS CHALLENGE<\/h3>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:17px\">Thousands of videos, no clear voice of the customer<\/h2>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-40dea40880e06d28f80275d5790024ec wp-block-paragraph\" style=\"font-size:15px\">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 (beyond views or likes) made it difficult to understand real user sentiment, detect recurrent issues, or identify market preferences.<\/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-d972382675e32d5bb3df962189f7276f\" style=\"color:#dd9be3;font-size:15px;letter-spacing:1px\">SOLUTION IMPLEMENTED<\/h3>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"font-size:17px\">Turning raw comments into structured, actionable insight<\/h2>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-682267c30bc08fd51729543a93acf175 wp-block-paragraph\" style=\"font-size:15px\">Built a secure, scalable application to analyze YouTube reviews using AI-driven sentiment analysis and topic extraction. The solution automatically retrieves, processes, and categorizes user opinions (e.g., on fuel efficiency, design, comfort), turning raw feedback into actionable insights.<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-996f0e90703fec690bb95dba680f5cdf\" style=\"color:#eb9f68;font-size:15px\">TECHNOLOGY<\/h3>\n\n\n\n<h2 class=\"wp-block-heading has-ast-global-color-4-color has-text-color has-link-color wp-elements-1fcb080fb82896810d9869bd2c5cb28c\" style=\"font-size:21px;font-style:normal;font-weight:400\">An AI-driven pipeline built on 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\">DATA PLATFORM<\/h4>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-0a68cbe61babb72396cd082261923912\" 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-94096a0235bd834791e9374d48e3d138 wp-block-paragraph\" style=\"font-size:15px\">Used to process comments with NLP for sentiment analysis, topic detection, and opinion mining.<\/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\">SERVING<\/h4>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-d623d382c5326072cee929b0f678d168\" 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-679e9fcfb0cf0b46fe88975035f5a920 wp-block-paragraph\" style=\"font-size:15px\">A web app developed to collect and manage YouTube video lists and associated metadata.<\/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\">INTEGRATION<\/h4>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-color has-link-color wp-elements-3ab899a9ba753547c32534df1f230209\" 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-65d3da8ca202b8409e1359598135050b wp-block-paragraph\" style=\"font-size:15px\">Queue management with <strong>Azure Storage<\/strong> and <strong>secure login<\/strong> via <strong>Microsoft Entra ID<\/strong> to ensure authenticated usage and scalable workloads.<\/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-60084ad31a778f42d54f24bb20901783\" style=\"color:#eb9f68;font-size:15px\">Results &amp; 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-56a35e5e23478e764f566bcbaa73b042\" style=\"font-size:21px;font-style:normal;font-weight:400\">What the platform revealed once it went live<\/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-c35d52ab410b7217c39db26c4773c562\" style=\"color:#eb9f68;font-size:12px\">Insights<\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-ed7c4c93fcb63dcb5fc53aba06412a21 wp-block-paragraph\" style=\"font-size:15px\">Surfaced patterns in user feedback across thousands of videos, helping manufacturers understand user perception per model or brand.<\/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-f692f59cbdadf87087cee0dfc348febd\" style=\"color:#eb9f68;font-size:12px\">Decision<\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-f290cb65391fdbc93aa5940bd849985c wp-block-paragraph\" style=\"font-size:15px\">Enabled marketing and product teams to base decisions on real customer voice, leading to improved targeting and product positioning.<\/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-6f61999b572d0f13cdfa2c861b696f7a\" style=\"color:#eb9f68;font-size:12px\">Scalability<\/h3>\n\n\n\n<p class=\"has-ast-global-color-5-color has-text-color has-link-color wp-elements-c2567f177aa4d36ffeba1d09e2c15bee wp-block-paragraph\" style=\"font-size:15px\">Automated processing pipeline supports any number of new video lists, unlocking reuse across models, languages, and regions.<\/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-9d968b5adf2e2e46654ac14bd0544e71\" style=\"color:#eb9f68;font-size:15px\">Have a similar data challenge?<\/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-4-color has-text-color has-link-color wp-elements-a592bc6c033fdebcdb30a8316a48c1d1\" style=\"font-size:21px;font-style:normal;font-weight:400\">Talk to the team behind this project, we&#8217;ll walk you through the approach and how it can adapt to your data.<\/h2>\n<\/div>\n\n\n\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\"><a class=\"wp-block-button__link has-custom-font-size wp-element-button\" href=\"https:\/\/mdw-group.com\/es\/contact-us\/\" style=\"font-size:14px\">Talk to our team<\/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-outline is-style-outline--2\"><a class=\"wp-block-button__link 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\">Browse all case studies<\/a><\/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 v28.3 - 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=\"2026-07-30T14:37:08+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\":\"2026-07-30T14:37:08+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":"2026-07-30T14:37:08+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":"2026-07-30T14:37:08+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":7,"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/portfolio\/6778\/revisions"}],"predecessor-version":[{"id":9227,"href":"https:\/\/mdw-group.com\/es\/wp-json\/wp\/v2\/portfolio\/6778\/revisions\/9227"}],"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}]}}