{"id":14084,"date":"2020-03-26T15:27:50","date_gmt":"2020-03-26T15:27:50","guid":{"rendered":"https:\/\/www.f5tci.com\/?p=14084"},"modified":"2021-05-30T21:03:07","modified_gmt":"2021-05-30T21:03:07","slug":"qualidade-dos-dados-dentro-da-organizacao-data-quality-management","status":"publish","type":"post","link":"https:\/\/f5tci.com\/en\/2020-03-26_qualidade-dos-dados-dentro-da-organizacao-data-quality-management\/","title":{"rendered":"A import\u00e2ncia da qualidade dos dados dentro da organiza\u00e7\u00e3o"},"content":{"rendered":"<p>A constante evolu\u00e7\u00e3o no mundo do <em>Business Intelligence (BI) &amp; Analytics<\/em> motiva-nos cada vez mais <strong>a fortalecer <\/strong>a estrutura e a gest\u00e3o da organiza\u00e7\u00e3o com base em factos, deixando para tr\u00e1s o conceito de gest\u00e3o exclusivamente emp\u00edrica.<\/p>\r\n\r\n\r\n\r\n<div id=\"attachment_17527\" style=\"width: 537px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-17527\" class=\"wp-image-17527 size-full\" src=\"https:\/\/www.f5tci.com\/wp-content\/uploads\/2020\/03\/data-driven-organization.png\" alt=\"Data Quality Management\" width=\"527\" height=\"331\" srcset=\"\/wp-content\/uploads\/2020\/03\/data-driven-organization.png 527w, \/wp-content\/uploads\/2020\/03\/data-driven-organization-300x188.png 300w, \/wp-content\/uploads\/2020\/03\/data-driven-organization-16x10.png 16w\" sizes=\"(max-width: 527px) 100vw, 527px\" \/><p id=\"caption-attachment-17527\" class=\"wp-caption-text\">Data driven organization<\/p><\/div>\r\n<p>&nbsp;<\/p>\r\n<p>O primeiro passo para ser uma empresa <em>Data-driven<\/em> \u00e9 dar in\u00edcio \u00e0 transforma\u00e7\u00e3o digital de todos os processos e introdu\u00e7\u00e3o de uma ferramenta de BI que permita tirar partido de todos os dados, convertendo-os em informa\u00e7\u00e3o relevante no processo de tomada de decis\u00e3o. Para al\u00e9m do BI tradicional, come\u00e7amos a ouvir outros conceitos como <em><a href=\"https:\/\/f5tci.com\/en\/2020-05-28_self-service-business-intelligence\/\">Self-Service BI<\/a>, Data-Mining <\/em>e<em> Predictive.<\/em> Empenhados nesta nova cultura, investimos em novos produtos que nos oferecem resultados, sem avaliarmos detalhadamente as etapas que os antecedem. \u00a0\u00a0<\/p>\r\n\r\n\r\n\r\n<p>Deparamo-nos, ent\u00e3o, com uma grande dificuldade: <strong>h\u00e1 problemas nos dados. <\/strong>Numa primeira fase esta afirma\u00e7\u00e3o parece estranha. A empresa tem lucro e \u00e9 eficiente, como pode haver um problema?!<\/p>\r\n\r\n\r\n\r\n<p>No entanto, podemos olhar para este cen\u00e1rio de uma perspetiva positiva, pois significa que com maior controlo \u00e9 poss\u00edvel melhorar e evoluir. Surge, assim, o conceito de <a href=\"https:\/\/www.qlik.com\/us\/data-management\"><em>Data Quality Management<\/em>.<\/a><\/p>\r\n\r\n\r\n\r\n<p>&nbsp;<\/p>\r\n\r\n\r\n\r\n<p>O que \u00e9 <em>Data Quality Management<\/em>?<\/p>\r\n\r\n\r\n\r\n<p><em>Data Quality Management<\/em> \u00e9 a combina\u00e7\u00e3o de tecnologias, processos e pessoas que controlam e garantem n\u00e3o s\u00f3 uma boa qualidade nos dados, mas tamb\u00e9m que esses dados t\u00eam efectivamente utilidade. A exist\u00eancia de dados n\u00e3o controlados e que n\u00e3o se traduzem em informa\u00e7\u00e3o relevante, tem o mesmo valor que a total aus\u00eancia de dados.<\/p>\r\n\r\n\r\n\r\n<p>Apresento abaixo, de forma simples e sucinta, os 5 n\u00edveis de maturidade da qualidade dos dados na perspetiva da organiza\u00e7\u00e3o:<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" class=\"wp-image-14086\" src=\"https:\/\/www.f5tci.com\/wp-content\/uploads\/2020\/03\/qualidade-dos-dados-1024x729.jpg\" alt=\"\" \/>\r\n<div id=\"attachment_17529\" style=\"width: 688px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-17529\" class=\"wp-image-17529\" src=\"https:\/\/www.f5tci.com\/wp-content\/uploads\/2020\/03\/organization-data-driven.png\" alt=\"5 n\u00edveis do Data Quality Management\" width=\"678\" height=\"370\" \/><p id=\"caption-attachment-17529\" class=\"wp-caption-text\">Os 5 n\u00edveis de maturidade do Data Quality Management<\/p><\/div>\r\n<\/figure>\r\n\r\n\r\n\r\n<p>&nbsp;<\/p>\r\n\r\n\r\n\r\n<p>Desta forma, \u00e9 importante e necess\u00e1rio perceber quais s\u00e3o os requisitos para conseguirmos uma estrutura de dados controlada e com qualidade:<\/p>\r\n\r\n\r\n\r\n<ol class=\"wp-block-list\">\r\n<li>Estamos a recolher todos os dados que necessitamos?<\/li>\r\n<li>Os dados que recolhemos e apresentamos est\u00e3o validados e representam todas as regras do nosso neg\u00f3cio?<\/li>\r\n<li>Existe repeti\u00e7\u00e3o da mesma informa\u00e7\u00e3o?<\/li>\r\n<li>Os dados s\u00e3o consistentes em todas as plataformas, desde a recolha at\u00e9 ao reporting?<\/li>\r\n<li>Est\u00e3o de acordo com a realidade os dados e a informa\u00e7\u00e3o apresentada?<\/li>\r\n<\/ol>\r\n\r\n\r\n\r\n<p>Os dados s\u00e3o uma ferramenta poderosa para tomarmos decis\u00f5es e definirmos estrat\u00e9gias de forma consciente. Para isso, devemos sempre garantir que temos na nossa organiza\u00e7\u00e3o os tr\u00eas seguintes pilares instalados:<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<div id=\"attachment_17530\" style=\"width: 679px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-17530\" class=\"wp-image-17530\" src=\"https:\/\/www.f5tci.com\/wp-content\/uploads\/2020\/03\/data-driven.png\" alt=\"3 pilares do Data Quality Management\" width=\"669\" height=\"321\" srcset=\"\/wp-content\/uploads\/2020\/03\/data-driven.png 2080w, \/wp-content\/uploads\/2020\/03\/data-driven-300x144.png 300w, \/wp-content\/uploads\/2020\/03\/data-driven-1024x491.png 1024w, \/wp-content\/uploads\/2020\/03\/data-driven-768x368.png 768w, \/wp-content\/uploads\/2020\/03\/data-driven-1536x736.png 1536w, \/wp-content\/uploads\/2020\/03\/data-driven-2048x982.png 2048w, \/wp-content\/uploads\/2020\/03\/data-driven-16x8.png 16w\" sizes=\"(max-width: 669px) 100vw, 669px\" \/><p id=\"caption-attachment-17530\" class=\"wp-caption-text\">Os 3 pilares do Data Quality Management<\/p><\/div>\r\n<p>&nbsp;<\/p>\r\n<p>Numa perspetiva de futuro, onde as decis\u00f5es determinantes s\u00e3o tomadas a partir dos dados, e onde estes se multiplicam exponencialmente, a sensibiliza\u00e7\u00e3o das empresas para a import\u00e2ncia da gest\u00e3o da qualidade dos dados assume cada vez mais relev\u00e2ncia. N\u00e3o esquecer por fim que pior do que n\u00e3o tomar nenhuma decis\u00e3o, \u00e9 tomar decis\u00f5es com base em dados errados.<\/p>\r\n\r\n\r\n\r\n<p>&nbsp;<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p>&nbsp;<\/p>\r\n\r\n\r\n\r\n<p>Sim\u00e3o Ribeiro | <em>Delivery manager<\/em><\/p>","protected":false},"excerpt":{"rendered":"<p>A constante evolu\u00e7\u00e3o no mundo do Business Intelligence (BI) &amp; Analytics motiva-nos cada vez mais a fortalecer a estrutura e a gest\u00e3o da organiza\u00e7\u00e3o com base em factos, deixando para tr\u00e1s o conceito de gest\u00e3o exclusivamente emp\u00edrica. &nbsp; O primeiro passo para ser uma empresa Data-driven \u00e9 dar in\u00edcio \u00e0 transforma\u00e7\u00e3o digital de todos os [&hellip;]<\/p>","protected":false},"author":1,"featured_media":17301,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[188,186],"tags":[],"class_list":["post-14084","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dataanalytics","category-noticias"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>A import\u00e2ncia da qualidade dos dados dentro da organiza\u00e7\u00e3o  - F5tci<\/title>\n<meta name=\"description\" content=\"Se a empresa d\u00e1 lucro e \u00e9 eficiente, como \u00e9 poss\u00edvel existir problemas com os dados? 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