{"id":2975,"date":"2026-08-17T13:49:54","date_gmt":"2026-08-17T16:49:54","guid":{"rendered":"https:\/\/ipp.ufrn.br\/inctlabplan\/?p=2975"},"modified":"2026-08-17T13:49:54","modified_gmt":"2026-08-17T16:49:54","slug":"inct-labplan-promove-curso-de-extensao-em-r-para-o-tratamento-de-bases-de-dados-publicas","status":"publish","type":"post","link":"https:\/\/ipp.ufrn.br\/inctlabplan\/inct-labplan-promove-curso-de-extensao-em-r-para-o-tratamento-de-bases-de-dados-publicas\/","title":{"rendered":"INCT Labplan promove curso de extens\u00e3o em R para o tratamento de bases de dados p\u00fablicas"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">O INCT Labplan promoveu, entre os dias 11 e 15 de maio de 2026, o curso de extens\u00e3o focado na introdu\u00e7\u00e3o ao ambiente R e RStudio aplicado \u00e0 pesquisa emp\u00edrica em planejamento urbano e regional.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ministrada pelo Professor Jos\u00e9 Vilton Costa, do Departamento de Demografia e Ci\u00eancias Atuariais (DDCA\/UFRN), a forma\u00e7\u00e3o teve como objetivo capacitar pesquisadores para atuar com autonomia no processamento de grandes bases de dados p\u00fablicas, fornecendo suporte emp\u00edrico e metodol\u00f3gico a diagn\u00f3sticos territoriais e \u00e0 avalia\u00e7\u00e3o de pol\u00edticas p\u00fablicas.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Durante as sess\u00f5es pr\u00e1ticas, os alunos trabalharam com dados de programas estrat\u00e9gicos para o desenvolvimento urbano brasileiro, incluindo as modalidades OGU e FGTS do Minha Casa Minha Vida, o Cadastro Nacional de Endere\u00e7os para Fins Estat\u00edsticos (CNEFE), as Caracter\u00edsticas do Entorno dos Domic\u00edlios e as a\u00e7\u00f5es de sa\u00fade e educa\u00e7\u00e3o do Programa de Acelera\u00e7\u00e3o do Crescimento (PAC). Ao longo dos cinco encontros, a turma percorreu de forma encadeada as etapas fundamentais de importa\u00e7\u00e3o em m\u00faltiplos formatos (CSV, Excel e DBF), limpeza de dados brutos com tratamento de valores ausentes, jun\u00e7\u00e3o tabular por chaves prim\u00e1rias como o c\u00f3digo IBGE e a cria\u00e7\u00e3o de indicadores quantitativos para mensurar o d\u00e9ficit de infraestrutura e a cobertura de servi\u00e7os p\u00fablicos no territ\u00f3rio.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Na fase final do treinamento, o foco voltou-se para a s\u00edntese anal\u00edtica e a comunica\u00e7\u00e3o de resultados, capacitando os participantes a produzir tabelas de frequ\u00eancia, medidas descritivas e cruzamentos de vari\u00e1veis socioespaciais adequados para publica\u00e7\u00e3o acad\u00eamica. Al\u00e9m disso, os pesquisadores aprenderam a gerar gr\u00e1ficos de tend\u00eancia e mapas tem\u00e1ticos para espacializar os fen\u00f4menos estudados.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>O INCT Labplan promoveu, entre os dias 11 e 15 [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":2976,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[79],"tags":[],"class_list":["post-2975","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-noticias"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>INCT Labplan promove curso de extens\u00e3o em R para o tratamento de bases de dados p\u00fablicas - INCT Labplan<\/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:\/\/ipp.ufrn.br\/inctlabplan\/inct-labplan-promove-curso-de-extensao-em-r-para-o-tratamento-de-bases-de-dados-publicas\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"INCT Labplan promove curso de extens\u00e3o em R para o tratamento de bases de dados p\u00fablicas - 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