{"id":21468,"date":"2025-11-18T07:00:00","date_gmt":"2025-11-18T10:00:00","guid":{"rendered":"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/?p=21468"},"modified":"2025-11-14T17:35:05","modified_gmt":"2025-11-14T20:35:05","slug":"esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados","status":"publish","type":"post","link":"https:\/\/dataex.com.br\/en\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\/","title":{"rendered":"ESG Data\u00a0Analytics: medindo impacto e sustentabilidade com dados"},"content":{"rendered":"<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Reading time:<\/span> <span class=\"rt-time\"> 3<\/span> <span class=\"rt-label rt-postfix\">minutes<\/span><\/span>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"980\" height=\"294\" src=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2025\/11\/18-Banner-wordpress-980x294px.jpg\" alt=\"\" class=\"wp-image-21471\" srcset=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2025\/11\/18-Banner-wordpress-980x294px.jpg 980w, http:\/\/dataex.com.br\/wp-content\/uploads\/2025\/11\/18-Banner-wordpress-980x294px-480x144.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) 980px, 100vw\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>O novo papel dos dados na sustentabilidade corporativa<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">As empresas est\u00e3o sob crescente press\u00e3o para provar, com dados concretos, seus compromissos com pr\u00e1ticas ambientais, sociais e de governan\u00e7a (ESG). A simples publica\u00e7\u00e3o de relat\u00f3rios anuais j\u00e1 n\u00e3o \u00e9 suficiente. O conceito de <strong>ESG Data Analytics<\/strong> surge como resposta a essa necessidade, permitindo medir e monitorar o impacto de forma cont\u00ednua e audit\u00e1vel. De acordo com a Gartner, at\u00e9 2027 mais de 80% das grandes empresas ter\u00e3o plataformas de dados voltadas exclusivamente para m\u00e9tricas de sustentabilidade e desempenho \u00e9tico.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Como o ESG Data Analytics transforma a governan\u00e7a corporativa<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A an\u00e1lise de dados ESG combina indicadores financeiros e n\u00e3o financeiros para oferecer uma vis\u00e3o integrada da performance empresarial. M\u00e9tricas de consumo energ\u00e9tico, emiss\u00f5es de carbono, diversidade de equipe e compliance s\u00e3o consolidadas em pain\u00e9is anal\u00edticos, que ajudam o board a tomar decis\u00f5es baseadas em evid\u00eancias. Com ferramentas como <strong>Microsoft Fabric<\/strong> e <strong>Power BI<\/strong>, \u00e9 poss\u00edvel conectar fontes distintas, padronizar indicadores e gerar relat\u00f3rios em tempo real. Isso garante consist\u00eancia, rastreabilidade e confiabilidade, tr\u00eas pilares essenciais da governan\u00e7a moderna.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Dados como base da credibilidade ESG<\/strong>&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">A credibilidade dos relat\u00f3rios ESG depende diretamente da qualidade e integridade dos dados. Com o uso de <strong>Microsoft Purview<\/strong>, as empresas conseguem catalogar e classificar informa\u00e7\u00f5es, assegurando conformidade com regulamentos e normas internacionais, como GRI e SASB. Segundo estudo da Forrester, empresas que adotam gest\u00e3o estruturada de dados ESG reduzem o tempo de auditoria em at\u00e9 35% e ampliam a confian\u00e7a de investidores e stakeholders.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>O poder das an\u00e1lises preditivas na sustentabilidade<\/strong>&nbsp;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">O ESG Data Analytics n\u00e3o se limita \u00e0 coleta de dados hist\u00f3ricos. Com modelos preditivos e aprendizado de m\u00e1quina, \u00e9 poss\u00edvel prever impactos ambientais, antecipar riscos de reputa\u00e7\u00e3o e otimizar pol\u00edticas de sustentabilidade. Plataformas como <strong>Azure Machine Learning<\/strong> e <strong>Synapse Analytics<\/strong> permitem criar simula\u00e7\u00f5es que ajudam l\u00edderes a projetar o efeito de suas decis\u00f5es antes da implementa\u00e7\u00e3o. Isso transforma o ESG de uma obriga\u00e7\u00e3o regulat\u00f3ria em uma vantagem competitiva.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Indicadores que conectam prop\u00f3sito e resultado<\/strong>&nbsp;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A integra\u00e7\u00e3o de m\u00e9tricas ESG ao desempenho de neg\u00f3cio \u00e9 uma das tend\u00eancias mais fortes identificadas pela MIT Sloan Management Review. Empresas que associam indicadores de sustentabilidade a resultados financeiros alcan\u00e7am maior resili\u00eancia e melhor reputa\u00e7\u00e3o de marca. O uso de dados permite que o prop\u00f3sito seja mensur\u00e1vel e que o impacto positivo se traduza em valor de mercado, atraindo investidores e talentos alinhados a princ\u00edpios \u00e9ticos.&nbsp;<\/p>\n\n\n\n<h5 class=\"wp-block-heading\"><strong>O futuro do ESG orientado por dados<\/strong>&nbsp;<\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">O ESG Data Analytics representa a evolu\u00e7\u00e3o da responsabilidade corporativa. Em vez de relat\u00f3rios fragmentados, as empresas passam a operar com intelig\u00eancia integrada, conectando sustentabilidade, desempenho e estrat\u00e9gia. O futuro pertence \u00e0s organiza\u00e7\u00f5es que conseguirem medir, prever e agir com base em dados transparentes e audit\u00e1veis.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udcde <strong>Quer entender como aplicar ESG Data Analytics na sua empresa e transformar dados em sustentabilidade e valor de marca? Agende uma reuni\u00e3o com os especialistas da DataEX e descubra como criar relat\u00f3rios sustent\u00e1veis com credibilidade e governan\u00e7a.<\/strong>&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Fontes:<\/strong> Gartner, Forrester, MIT Sloan Management Review&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Tempo de leitura:<\/span> <span class=\"rt-time\"> 3<\/span> <span class=\"rt-label rt-postfix\">minutos<\/span><\/span>O novo papel dos dados na sustentabilidade corporativa&nbsp; As empresas est\u00e3o sob crescente press\u00e3o para provar, com dados concretos, seus compromissos com pr\u00e1ticas ambientais, sociais e de governan\u00e7a (ESG). A simples publica\u00e7\u00e3o de relat\u00f3rios anuais j\u00e1 n\u00e3o \u00e9 suficiente. O conceito de ESG Data Analytics surge como resposta a essa necessidade, permitindo medir e monitorar [&hellip;]<\/p>\n","protected":false},"author":25,"featured_media":21471,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"off","_et_pb_old_content":"","_et_gb_content_width":"","_monsterinsights_skip_tracking":false,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-21468","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sem-categoria"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ESG Data\u00a0Analytics: medindo impacto e sustentabilidade com dados - DataEX<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dataex.com.br\/en\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ESG Data\u00a0Analytics: medindo impacto e sustentabilidade com dados - DataEX\" \/>\n<meta property=\"og:description\" content=\"Tempo de leitura: 3 minutosO novo papel dos dados na sustentabilidade corporativa&nbsp; As empresas est\u00e3o sob crescente press\u00e3o para provar, com dados concretos, seus compromissos com pr\u00e1ticas ambientais, sociais e de governan\u00e7a (ESG). A simples publica\u00e7\u00e3o de relat\u00f3rios anuais j\u00e1 n\u00e3o \u00e9 suficiente. O conceito de ESG Data Analytics surge como resposta a essa necessidade, permitindo medir e monitorar [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dataex.com.br\/en\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\/\" \/>\n<meta property=\"og:site_name\" content=\"DataEX\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/DataExbr\/\" \/>\n<meta property=\"article:published_time\" content=\"2025-11-18T10:00:00+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/dataex.com.br\/wp-content\/uploads\/2025\/11\/18-Banner-wordpress-980x294px.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"980\" \/>\n\t<meta property=\"og:image:height\" content=\"294\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Dayane Santos\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dayane Santos\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\\\/\"},\"author\":{\"name\":\"Dayane Santos\",\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/#\\\/schema\\\/person\\\/56ce144c2d0356258d44b36d200484af\"},\"headline\":\"ESG Data\u00a0Analytics: medindo impacto e sustentabilidade com dados\",\"datePublished\":\"2025-11-18T10:00:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\\\/\"},\"wordCount\":574,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dataex.com.br\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/18-Banner-wordpress-980x294px.jpg\",\"articleSection\":[\"Sem categoria\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/dataex.com.br\\\/en\\\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\\\/\",\"url\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\\\/\",\"name\":\"ESG Data\u00a0Analytics: medindo impacto e sustentabilidade com dados - DataEX\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dataex.com.br\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/18-Banner-wordpress-980x294px.jpg\",\"datePublished\":\"2025-11-18T10:00:00+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dataex.com.br\\\/en\\\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\\\/#primaryimage\",\"url\":\"https:\\\/\\\/dataex.com.br\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/18-Banner-wordpress-980x294px.jpg\",\"contentUrl\":\"https:\\\/\\\/dataex.com.br\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/18-Banner-wordpress-980x294px.jpg\",\"width\":980,\"height\":294,\"caption\":\"ESG Data\u00a0Analytics\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"In\u00edcio\",\"item\":\"https:\\\/\\\/darkorchid-wallaby-287256.hostingersite.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"ESG Data\u00a0Analytics: medindo impacto e sustentabilidade com dados\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/\",\"name\":\"DataEX\",\"description\":\"Solu\u00e7\u00f5es Data &amp; AI - Make Smarter Decisions Faster\",\"publisher\":{\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/#organization\",\"name\":\"DataEX\",\"url\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"http:\\\/\\\/dataex.com.br\\\/wp-content\\\/uploads\\\/2022\\\/04\\\/500x195-Logotipo-Transparente-DataEX-Horizontal-Laranja-e-Cinza.png\",\"contentUrl\":\"http:\\\/\\\/dataex.com.br\\\/wp-content\\\/uploads\\\/2022\\\/04\\\/500x195-Logotipo-Transparente-DataEX-Horizontal-Laranja-e-Cinza.png\",\"width\":500,\"height\":195,\"caption\":\"DataEX\"},\"image\":{\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/DataExbr\\\/\",\"https:\\\/\\\/www.instagram.com\\\/dataexbr\\\/\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/dataex\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/#\\\/schema\\\/person\\\/56ce144c2d0356258d44b36d200484af\",\"name\":\"Dayane Santos\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b463bece677520b3c92a4ed0d9eb920483080ff84a73cd9cc01f61f5b88f4cec?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b463bece677520b3c92a4ed0d9eb920483080ff84a73cd9cc01f61f5b88f4cec?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b463bece677520b3c92a4ed0d9eb920483080ff84a73cd9cc01f61f5b88f4cec?s=96&d=mm&r=g\",\"caption\":\"Dayane Santos\"},\"sameAs\":[\"https:\\\/\\\/dataex.com.br\"],\"url\":\"https:\\\/\\\/dataex.com.br\\\/en\\\/author\\\/dayane-santos\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"ESG Data\u00a0Analytics: medindo impacto e sustentabilidade com dados - DataEX","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:\/\/dataex.com.br\/en\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\/","og_locale":"en_US","og_type":"article","og_title":"ESG Data\u00a0Analytics: medindo impacto e sustentabilidade com dados - DataEX","og_description":"Tempo de leitura: 3 minutosO novo papel dos dados na sustentabilidade corporativa&nbsp; As empresas est\u00e3o sob crescente press\u00e3o para provar, com dados concretos, seus compromissos com pr\u00e1ticas ambientais, sociais e de governan\u00e7a (ESG). A simples publica\u00e7\u00e3o de relat\u00f3rios anuais j\u00e1 n\u00e3o \u00e9 suficiente. O conceito de ESG Data Analytics surge como resposta a essa necessidade, permitindo medir e monitorar [&hellip;]","og_url":"https:\/\/dataex.com.br\/en\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\/","og_site_name":"DataEX","article_publisher":"https:\/\/www.facebook.com\/DataExbr\/","article_published_time":"2025-11-18T10:00:00+00:00","og_image":[{"width":980,"height":294,"url":"http:\/\/dataex.com.br\/wp-content\/uploads\/2025\/11\/18-Banner-wordpress-980x294px.jpg","type":"image\/jpeg"}],"author":"Dayane Santos","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Dayane Santos","Est. reading time":"4 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/dataex.com.br\/en\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\/#article","isPartOf":{"@id":"https:\/\/dataex.com.br\/en\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\/"},"author":{"name":"Dayane Santos","@id":"https:\/\/dataex.com.br\/en\/#\/schema\/person\/56ce144c2d0356258d44b36d200484af"},"headline":"ESG Data\u00a0Analytics: medindo impacto e sustentabilidade com dados","datePublished":"2025-11-18T10:00:00+00:00","mainEntityOfPage":{"@id":"https:\/\/dataex.com.br\/en\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\/"},"wordCount":574,"commentCount":0,"publisher":{"@id":"https:\/\/dataex.com.br\/en\/#organization"},"image":{"@id":"https:\/\/dataex.com.br\/en\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\/#primaryimage"},"thumbnailUrl":"https:\/\/dataex.com.br\/wp-content\/uploads\/2025\/11\/18-Banner-wordpress-980x294px.jpg","articleSection":["Sem categoria"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/dataex.com.br\/en\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/dataex.com.br\/en\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\/","url":"https:\/\/dataex.com.br\/en\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\/","name":"ESG Data\u00a0Analytics: medindo impacto e sustentabilidade com dados - DataEX","isPartOf":{"@id":"https:\/\/dataex.com.br\/en\/#website"},"primaryImageOfPage":{"@id":"https:\/\/dataex.com.br\/en\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\/#primaryimage"},"image":{"@id":"https:\/\/dataex.com.br\/en\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\/#primaryimage"},"thumbnailUrl":"https:\/\/dataex.com.br\/wp-content\/uploads\/2025\/11\/18-Banner-wordpress-980x294px.jpg","datePublished":"2025-11-18T10:00:00+00:00","breadcrumb":{"@id":"https:\/\/dataex.com.br\/en\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/dataex.com.br\/en\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/dataex.com.br\/en\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\/#primaryimage","url":"https:\/\/dataex.com.br\/wp-content\/uploads\/2025\/11\/18-Banner-wordpress-980x294px.jpg","contentUrl":"https:\/\/dataex.com.br\/wp-content\/uploads\/2025\/11\/18-Banner-wordpress-980x294px.jpg","width":980,"height":294,"caption":"ESG Data\u00a0Analytics"},{"@type":"BreadcrumbList","@id":"https:\/\/dataex.com.br\/en\/esg-data-analytics-medindo-impacto-e-sustentabilidade-com-dados\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"In\u00edcio","item":"https:\/\/darkorchid-wallaby-287256.hostingersite.com\/"},{"@type":"ListItem","position":2,"name":"ESG Data\u00a0Analytics: medindo impacto e sustentabilidade com dados"}]},{"@type":"WebSite","@id":"https:\/\/dataex.com.br\/en\/#website","url":"https:\/\/dataex.com.br\/en\/","name":"DataEX","description":"Solu\u00e7\u00f5es Data &amp; AI - Make Smarter Decisions Faster","publisher":{"@id":"https:\/\/dataex.com.br\/en\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/dataex.com.br\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/dataex.com.br\/en\/#organization","name":"DataEX","url":"https:\/\/dataex.com.br\/en\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/dataex.com.br\/en\/#\/schema\/logo\/image\/","url":"http:\/\/dataex.com.br\/wp-content\/uploads\/2022\/04\/500x195-Logotipo-Transparente-DataEX-Horizontal-Laranja-e-Cinza.png","contentUrl":"http:\/\/dataex.com.br\/wp-content\/uploads\/2022\/04\/500x195-Logotipo-Transparente-DataEX-Horizontal-Laranja-e-Cinza.png","width":500,"height":195,"caption":"DataEX"},"image":{"@id":"https:\/\/dataex.com.br\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/DataExbr\/","https:\/\/www.instagram.com\/dataexbr\/","https:\/\/www.linkedin.com\/company\/dataex\/"]},{"@type":"Person","@id":"https:\/\/dataex.com.br\/en\/#\/schema\/person\/56ce144c2d0356258d44b36d200484af","name":"Dayane Santos","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/b463bece677520b3c92a4ed0d9eb920483080ff84a73cd9cc01f61f5b88f4cec?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/b463bece677520b3c92a4ed0d9eb920483080ff84a73cd9cc01f61f5b88f4cec?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b463bece677520b3c92a4ed0d9eb920483080ff84a73cd9cc01f61f5b88f4cec?s=96&d=mm&r=g","caption":"Dayane Santos"},"sameAs":["https:\/\/dataex.com.br"],"url":"https:\/\/dataex.com.br\/en\/author\/dayane-santos\/"}]}},"_links":{"self":[{"href":"https:\/\/dataex.com.br\/en\/wp-json\/wp\/v2\/posts\/21468","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dataex.com.br\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dataex.com.br\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dataex.com.br\/en\/wp-json\/wp\/v2\/users\/25"}],"replies":[{"embeddable":true,"href":"https:\/\/dataex.com.br\/en\/wp-json\/wp\/v2\/comments?post=21468"}],"version-history":[{"count":0,"href":"https:\/\/dataex.com.br\/en\/wp-json\/wp\/v2\/posts\/21468\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dataex.com.br\/en\/wp-json\/wp\/v2\/media\/21471"}],"wp:attachment":[{"href":"https:\/\/dataex.com.br\/en\/wp-json\/wp\/v2\/media?parent=21468"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dataex.com.br\/en\/wp-json\/wp\/v2\/categories?post=21468"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dataex.com.br\/en\/wp-json\/wp\/v2\/tags?post=21468"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}