{"id":1221,"date":"2024-01-29T10:26:28","date_gmt":"2024-01-29T13:26:28","guid":{"rendered":"https:\/\/blog.ufba.br\/stats4teens-ime\/features\/"},"modified":"2025-09-16T17:47:46","modified_gmt":"2025-09-16T20:47:46","slug":"dataviz","status":"publish","type":"page","link":"https:\/\/blog.ufba.br\/stats4teens-ime\/dataviz\/","title":{"rendered":"DATAVIZ"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1221\" class=\"elementor elementor-1221\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cb7732f e-flex e-con-boxed e-con e-parent\" data-id=\"cb7732f\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-5e5dd70 e-con-full e-flex e-con e-child\" data-id=\"5e5dd70\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-01e949f e-flex e-con-boxed e-con e-child\" data-id=\"01e949f\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-05d396d elementor-widget elementor-widget-heading\" data-id=\"05d396d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">DATAVIZ<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e41b6d elementor-widget elementor-widget-text-editor\" data-id=\"3e41b6d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Nesta oficina, o participante ter\u00e1 a oportunidade de aprender a utilizar a linguagem de programa\u00e7\u00e3o Python, uma das mais utilizadas no mundo da ci\u00eancia de dados e tecnologia. O foco ser\u00e1 a constru\u00e7\u00e3o e an\u00e1lise de tabelas e gr\u00e1ficos estat\u00edsticos \u2013 como gr\u00e1ficos de setores (pizza), barras e colunas \u2013 aplicados a vari\u00e1veis qualitativas.<\/p><p>Em 2025.2 a oficina DATAVIZ marca um novo momento do projeto Stats4Teens, pois ser\u00e1 a primeira realizada com Python. Nas edi\u00e7\u00f5es anteriores, foram utilizadas ferramentas como Google Planilhas e o software R. Agora, os participantes ter\u00e3o contato com recursos ainda mais atuais, explorando o potencial do Python para a visualiza\u00e7\u00e3o e an\u00e1lise de dados.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e14a68e e-con-full e-flex e-con e-child\" data-id=\"e14a68e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1d3c30a elementor-widget elementor-widget-image\" data-id=\"1d3c30a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"580\" height=\"550\" src=\"https:\/\/blog.ufba.br\/stats4teens-ime\/wp-content\/uploads\/sites\/112\/2024\/09\/WhatsApp-Image-2024-09-24-at-22.11.32.jpeg\" class=\"attachment-large size-large wp-image-2887\" alt=\"\" srcset=\"https:\/\/blog.ufba.br\/stats4teens-ime\/wp-content\/uploads\/sites\/112\/2024\/09\/WhatsApp-Image-2024-09-24-at-22.11.32.jpeg 686w, https:\/\/blog.ufba.br\/stats4teens-ime\/wp-content\/uploads\/sites\/112\/2024\/09\/WhatsApp-Image-2024-09-24-at-22.11.32-300x284.jpeg 300w\" sizes=\"(max-width: 580px) 100vw, 580px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1fd80a0 e-flex e-con-boxed e-con e-parent\" data-id=\"1fd80a0\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-45f55aa elementor-widget elementor-widget-heading\" data-id=\"45f55aa\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">FOTOS DA OFICINA<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c87e188 elementor-widget elementor-widget-heading\" data-id=\"c87e188\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">FOTOS DATAVIZ 2025.1 <br> Nesta edi\u00e7\u00e3o, os alunos foram introduzidos ao uso da linguagem de programa\u00e7\u00e3o R para a constru\u00e7\u00e3o e an\u00e1lise de tabelas e gr\u00e1ficos estat\u00edsticos. A oficina abordou vari\u00e1veis qualitativas e quantitativas simples, promovendo o aprendizado de comandos b\u00e1sicos e estimulando o racioc\u00ednio l\u00f3gico e estat\u00edstico por meio da tecnologia.\n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-92afc3e elementor-widget elementor-widget-image\" data-id=\"92afc3e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1044\" height=\"832\" src=\"https:\/\/blog.ufba.br\/stats4teens-ime\/wp-content\/uploads\/sites\/112\/2025\/04\/1DATAVIZ-2024-pt1.1corsite.png\" class=\"attachment-full size-full wp-image-3208\" alt=\"\" srcset=\"https:\/\/blog.ufba.br\/stats4teens-ime\/wp-content\/uploads\/sites\/112\/2025\/04\/1DATAVIZ-2024-pt1.1corsite.png 1044w, https:\/\/blog.ufba.br\/stats4teens-ime\/wp-content\/uploads\/sites\/112\/2025\/04\/1DATAVIZ-2024-pt1.1corsite-300x239.png 300w, https:\/\/blog.ufba.br\/stats4teens-ime\/wp-content\/uploads\/sites\/112\/2025\/04\/1DATAVIZ-2024-pt1.1corsite-1024x816.png 1024w, https:\/\/blog.ufba.br\/stats4teens-ime\/wp-content\/uploads\/sites\/112\/2025\/04\/1DATAVIZ-2024-pt1.1corsite-768x612.png 768w\" sizes=\"(max-width: 1044px) 100vw, 1044px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f7cabd1 elementor-widget elementor-widget-heading\" data-id=\"f7cabd1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">FOTOS DATAVIZ 2024.2 - Nesta oficina os alunos aprenderam a construir e analisar gr\u00e1ficos e tabelas estat\u00edsticas utilizando programa\u00e7\u00e3o em R.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-19955a1 elementor-widget elementor-widget-image\" data-id=\"19955a1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1044\" height=\"832\" src=\"https:\/\/blog.ufba.br\/stats4teens-ime\/wp-content\/uploads\/sites\/112\/2025\/04\/1DATAVIZ-2024-pt1.1corsite-1.png\" class=\"attachment-full size-full wp-image-3209\" alt=\"\" srcset=\"https:\/\/blog.ufba.br\/stats4teens-ime\/wp-content\/uploads\/sites\/112\/2025\/04\/1DATAVIZ-2024-pt1.1corsite-1.png 1044w, https:\/\/blog.ufba.br\/stats4teens-ime\/wp-content\/uploads\/sites\/112\/2025\/04\/1DATAVIZ-2024-pt1.1corsite-1-300x239.png 300w, https:\/\/blog.ufba.br\/stats4teens-ime\/wp-content\/uploads\/sites\/112\/2025\/04\/1DATAVIZ-2024-pt1.1corsite-1-1024x816.png 1024w, https:\/\/blog.ufba.br\/stats4teens-ime\/wp-content\/uploads\/sites\/112\/2025\/04\/1DATAVIZ-2024-pt1.1corsite-1-768x612.png 768w\" sizes=\"(max-width: 1044px) 100vw, 1044px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5e8a8ef e-flex e-con-boxed e-con e-parent\" data-id=\"5e8a8ef\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9e25d5c elementor-pagination-type-bullets elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-n-carousel\" data-id=\"9e25d5c\" data-element_type=\"widget\" data-settings=\"{&quot;carousel_items&quot;:[{&quot;slide_title&quot;:&quot;Slide #9&quot;,&quot;_id&quot;:&quot;616a9a3&quot;}],&quot;slides_to_show_tablet&quot;:&quot;2&quot;,&quot;slides_to_show_mobile&quot;:&quot;1&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;infinite&quot;:&quot;yes&quot;,&quot;speed&quot;:500,&quot;offset_sides&quot;:&quot;none&quot;,&quot;arrows&quot;:&quot;yes&quot;,&quot;pagination&quot;:&quot;bullets&quot;,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;image_spacing_custom_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-carousel swiper\" dir=\"ltr\">\n\t\t\t<div class=\"swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"1\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 of 1\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-244fd8d e-flex e-con-boxed e-con e-child\" data-id=\"244fd8d\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2b24db4 e-flex e-con-boxed e-con e-parent\" data-id=\"2b24db4\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-35c5f64 elementor-widget elementor-widget-heading\" data-id=\"35c5f64\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">FOTOS DATAVIZ 2024.1 <br>Nesta oficina, os estudantes aprenderam a construir tabelas e gr\u00e1ficos estat\u00edsticos (de setores, barras e colunas) para vari\u00e1veis qualitativas utilizando as planilhas Google, uma ferramenta tecnol\u00f3gica livre e gratuita. A atividade permitiu que os participantes desenvolvessem habilidades pr\u00e1ticas na organiza\u00e7\u00e3o e visualiza\u00e7\u00e3o de dados, promovendo maior familiaridade com conceitos estat\u00edsticos b\u00e1sicos.<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4d6338b elementor-widget elementor-widget-image\" data-id=\"4d6338b\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1044\" height=\"832\" src=\"https:\/\/blog.ufba.br\/stats4teens-ime\/wp-content\/uploads\/sites\/112\/2024\/05\/1DATAVIZ-2024-pt1.1corsite.png\" class=\"attachment-full size-full wp-image-2276\" alt=\"\" srcset=\"https:\/\/blog.ufba.br\/stats4teens-ime\/wp-content\/uploads\/sites\/112\/2024\/05\/1DATAVIZ-2024-pt1.1corsite.png 1044w, https:\/\/blog.ufba.br\/stats4teens-ime\/wp-content\/uploads\/sites\/112\/2024\/05\/1DATAVIZ-2024-pt1.1corsite-300x239.png 300w, https:\/\/blog.ufba.br\/stats4teens-ime\/wp-content\/uploads\/sites\/112\/2024\/05\/1DATAVIZ-2024-pt1.1corsite-1024x816.png 1024w, https:\/\/blog.ufba.br\/stats4teens-ime\/wp-content\/uploads\/sites\/112\/2024\/05\/1DATAVIZ-2024-pt1.1corsite-768x612.png 768w\" sizes=\"(max-width: 1044px) 100vw, 1044px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e26d8c0 e-flex e-con-boxed e-con e-parent\" data-id=\"e26d8c0\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>DATAVIZ Nesta oficina, o participante ter\u00e1 a oportunidade de aprender a utilizar a linguagem de programa\u00e7\u00e3o Python, uma das mais utilizadas no mundo da ci\u00eancia de dados e tecnologia. O foco ser\u00e1 a constru\u00e7\u00e3o e an\u00e1lise de tabelas e gr\u00e1ficos estat\u00edsticos \u2013 como gr\u00e1ficos de setores (pizza), barras e colunas \u2013 aplicados a vari\u00e1veis qualitativas. [&hellip;]<\/p>\n","protected":false},"author":187,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"pgc_meta":"","_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_themeisle_gutenberg_block_has_review":false,"footnotes":""},"class_list":["post-1221","page","type-page","status-publish","hentry"],"pgc_meta":"","featured_image_src":null,"featured_image_src_square":null,"_links":{"self":[{"href":"https:\/\/blog.ufba.br\/stats4teens-ime\/wp-json\/wp\/v2\/pages\/1221"}],"collection":[{"href":"https:\/\/blog.ufba.br\/stats4teens-ime\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blog.ufba.br\/stats4teens-ime\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blog.ufba.br\/stats4teens-ime\/wp-json\/wp\/v2\/users\/187"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.ufba.br\/stats4teens-ime\/wp-json\/wp\/v2\/comments?post=1221"}],"version-history":[{"count":164,"href":"https:\/\/blog.ufba.br\/stats4teens-ime\/wp-json\/wp\/v2\/pages\/1221\/revisions"}],"predecessor-version":[{"id":3322,"href":"https:\/\/blog.ufba.br\/stats4teens-ime\/wp-json\/wp\/v2\/pages\/1221\/revisions\/3322"}],"wp:attachment":[{"href":"https:\/\/blog.ufba.br\/stats4teens-ime\/wp-json\/wp\/v2\/media?parent=1221"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}