{"id":2595,"date":"2023-07-21T14:08:48","date_gmt":"2023-07-21T14:08:48","guid":{"rendered":"https:\/\/statorials.org\/pt\/proc-tabular-sas\/"},"modified":"2023-07-21T14:08:48","modified_gmt":"2023-07-21T14:08:48","slug":"proc-tabular-sas","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/proc-tabular-sas\/","title":{"rendered":"Como usar proc tabulate no sas (com exemplos)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Voc\u00ea pode usar <strong>proc tabulate<\/strong> no SAS para exibir rapidamente <a href=\"https:\/\/statorials.org\/pt\/estatistica-inferencial-descritiva\/\" target=\"_blank\" rel=\"noopener\">estat\u00edsticas descritivas<\/a> para uma ou mais vari\u00e1veis em formato tabular.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Os exemplos a seguir mostram como usar esse procedimento com o seguinte conjunto de dados que mostra o total de pontos marcados por 12 jogadores de basquete diferentes:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008000;\">\/*create dataset*\/\n<\/span><span style=\"color: #800080;\">data<\/span> my_data;\n    <span style=\"color: #3366ff;\">input<\/span> team $position $points;\n    <span style=\"color: #3366ff;\">datalines<\/span> ;\nA Guard 15\nA Guard 12\nA Guard 29\nA Forward 13\nA Forward 9\nA Forward 16\nB Guard 25\nB Guard 20\nC Guard 34\nC Forward 19\nC Forward 3\nC Forward 8\n;\n<span style=\"color: #800080;\">run<\/span> ;\n\n<span style=\"color: #008000;\">\/*view dataset*\/\n<\/span><span style=\"color: #800080;\">proc print<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n<\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22929 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/compte11-2.jpg\" alt=\"\" width=\"226\" height=\"333\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Exemplo 1: Proc Tabulate com uma vari\u00e1vel<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Podemos usar o seguinte c\u00f3digo para calcular estat\u00edsticas descritivas para a vari\u00e1vel pontos:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*create table that displays descriptive stats for points variable<\/span> <span style=\"color: #008000;\">*\/\n<span style=\"color: #000000;\"><span style=\"color: #800080;\">proc tabulate<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;\n    <span style=\"color: #3366ff;\">var<\/span> points;\n    <span style=\"color: #3366ff;\">table<\/span> points * (N Min Q1 Median Mean Q3 Max);\n<span style=\"color: #800080;\">run<\/span> ;<\/span><\/span><\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22935 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/tabuler1.jpg\" alt=\"\" width=\"349\" height=\"89\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><strong>Nota<\/strong> : Os valores entre par\u00eanteses informam ao SAS quais estat\u00edsticas descritivas calcular para os pontos.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Aqui est\u00e3o algumas das estat\u00edsticas descritivas mais comumente usadas:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\"><strong>N<\/strong> : O n\u00famero total de observa\u00e7\u00f5es<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>M\u00edn<\/strong> : O valor m\u00ednimo<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Q1<\/strong> : O valor do primeiro quantil (ou seja, o 25\u00ba percentil)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Mediana<\/strong> : o valor mediano<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>M\u00e9dia<\/strong> : O valor m\u00e9dio<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Q3<\/strong> : O valor do terceiro quantil (ou seja, o 75\u00ba percentil)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>M\u00e1x<\/strong> .: O valor m\u00e1ximo<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Pelo resultado podemos ver:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">O n\u00famero total de observa\u00e7\u00f5es \u00e9 <strong>12<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">O valor m\u00ednimo de pontos \u00e9 <strong>3<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">O n\u00famero de pontos no percentil 25 \u00e9 <strong>10,5<\/strong> .<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">O n\u00famero m\u00e9dio de pontos \u00e9 <strong>15,5<\/strong> .<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\">O n\u00famero m\u00e9dio de pontos \u00e9 <strong>16,92<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">O n\u00famero de pontos no percentil 75 \u00e9 <strong>22,5<\/strong> .<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\">O n\u00famero m\u00e1ximo de pontos \u00e9 <strong>34<\/strong> .<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">A partir desses cinco valores, podemos obter uma compreens\u00e3o bastante boa da distribui\u00e7\u00e3o de valores da vari\u00e1vel Peso.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Exemplo 2: Proc Tabulate com duas vari\u00e1veis<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Podemos usar o c\u00f3digo a seguir para calcular estat\u00edsticas descritivas para a vari\u00e1vel pontos, agrupada pela vari\u00e1vel equipe:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*create table that displays descriptive stats for points, grouped by team<\/span> <span style=\"color: #008000;\">*\/\n<span style=\"color: #800080;\">proc tabulate<\/span> <span style=\"color: #000000;\"><span style=\"color: #3366ff;\">data<\/span> =my_data;\n    <span style=\"color: #3366ff;\">classteam<\/span> ;\n    <span style=\"color: #3366ff;\">var<\/span> points;\n    <span style=\"color: #3366ff;\">table<\/span> team, points * (N Min Q1 Median Mean Q3 Max);<\/span>\n<span style=\"color: #800080;\">run<\/span> <span style=\"color: #000000;\">;<\/span><\/span><\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22936 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/tabuler2.jpg\" alt=\"\" width=\"411\" height=\"170\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">A tabela resultante mostra as estat\u00edsticas descritivas de pontos para cada uma das tr\u00eas equipes.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Por exemplo:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">A equipe A tem <strong>6<\/strong> observa\u00e7\u00f5es.<\/span><\/li>\n<li> <span style=\"color: #000000;\">O valor m\u00ednimo de pontos para a Equipe A \u00e9 <strong>9<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">O n\u00famero de pontos da equipe A no 25\u00ba percentil \u00e9 <strong>12<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">O n\u00famero m\u00e9dio de pontos da equipe A \u00e9 <strong>14<\/strong> .<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">E assim por diante.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Exemplo 3: Proc Tabulate com tr\u00eas vari\u00e1veis<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Podemos usar o c\u00f3digo a seguir para calcular estat\u00edsticas descritivas para a vari\u00e1vel pontos, agrupadas por vari\u00e1veis de equipe e posi\u00e7\u00e3o:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">\/*create table that shows descriptive stats for points, grouped by team and position<\/span> <span style=\"color: #008000;\">*\/\n<span style=\"color: #000000;\"><span style=\"color: #800080;\">proc tabulate<\/span> <span style=\"color: #3366ff;\">data<\/span> =my_data;<\/span>\n<span style=\"color: #000000;\"><span style=\"color: #3366ff;\">class<\/span> team position;\n    <span style=\"color: #3366ff;\">var<\/span> points;\n    <span style=\"color: #3366ff;\">table<\/span> team, position *points* (N Min Q1 Median Mean Q3 Max);\n<span style=\"color: #800080;\">run<\/span> ;<\/span><\/span><\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-22938 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/tabuler3.jpg\" alt=\"\" width=\"649\" height=\"197\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">A tabela resultante mostra as estat\u00edsticas descritivas dos pontos, agrupados por equipe e posi\u00e7\u00e3o.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">Observe que as c\u00e9lulas do Time \u201cB\u201d e da posi\u00e7\u00e3o \u201cAtacante\u201d est\u00e3o vazias porque nenhum jogador do Time B tinha uma posi\u00e7\u00e3o de Atacante.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Recursos adicionais<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Os tutoriais a seguir explicam como executar outras tarefas comuns no SAS:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pt\/procedimento-resumido-em-sas\/\" target=\"_blank\" rel=\"noopener\">Como usar o resumo do procedimento no SAS<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/correlacao-na-camara-de-ar\/\" target=\"_blank\" rel=\"noopener\">Como calcular a correla\u00e7\u00e3o no SAS<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/tabela-de-frequencia-sas\/\" target=\"_blank\" rel=\"noopener\">Como criar tabelas de frequ\u00eancia no SAS<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/caixa-bigode-airlock-por-grupo\/\" target=\"_blank\" rel=\"noopener\">Como criar boxplots por grupo no SAS<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Voc\u00ea pode usar proc tabulate no SAS para exibir rapidamente estat\u00edsticas descritivas para uma ou mais vari\u00e1veis em formato tabular. Os exemplos a seguir mostram como usar esse procedimento com o seguinte conjunto de dados que mostra o total de pontos marcados por 12 jogadores de basquete diferentes: \/*create dataset*\/ data my_data; input team $position [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-2595","post","type-post","status-publish","format-standard","hentry","category-guia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Como usar Proc Tabulate no SAS (com exemplos) - Estatologia<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como usar proc tabulate no SAS, com v\u00e1rios exemplos.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/pt\/proc-tabular-sas\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Como usar Proc Tabulate no SAS (com exemplos) - Estatologia\" \/>\n<meta property=\"og:description\" content=\"Este tutorial explica como usar proc tabulate no SAS, com v\u00e1rios exemplos.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/proc-tabular-sas\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-21T14:08:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/compte11-2.jpg\" \/>\n<meta name=\"author\" content=\"Dr. benjamim anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dr. benjamim anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tempo estimado de leitura\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pt\/proc-tabular-sas\/\",\"url\":\"https:\/\/statorials.org\/pt\/proc-tabular-sas\/\",\"name\":\"Como usar Proc Tabulate no SAS (com exemplos) - Estatologia\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-21T14:08:48+00:00\",\"dateModified\":\"2023-07-21T14:08:48+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Este tutorial explica como usar proc tabulate no SAS, com v\u00e1rios exemplos.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/proc-tabular-sas\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/proc-tabular-sas\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/proc-tabular-sas\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Como usar proc tabulate no sas (com exemplos)\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/pt\/#website\",\"url\":\"https:\/\/statorials.org\/pt\/\",\"name\":\"Statorials\",\"description\":\"O seu guia para a literacia estat\u00edstica!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/pt\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"pt-PT\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\",\"name\":\"Dr. benjamim anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-PT\",\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/pt\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/pt\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"Dr. benjamim anderson\"},\"description\":\"Ol\u00e1, sou Benjamin, um professor aposentado de estat\u00edstica que se tornou professor dedicado na Statorials. 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