{"id":4294,"date":"2023-07-12T05:24:13","date_gmt":"2023-07-12T05:24:13","guid":{"rendered":"https:\/\/statorials.org\/pt\/escala-entre-0-e-1\/"},"modified":"2023-07-12T05:24:13","modified_gmt":"2023-07-12T05:24:13","slug":"escala-entre-0-e-1","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/escala-entre-0-e-1\/","title":{"rendered":"Como escalar valores entre 0 e 1 em r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Voc\u00ea pode usar os seguintes m\u00e9todos para dimensionar os valores de uma vari\u00e1vel entre 0 e 1 em R:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 1: use a base R<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define function to scale values between 0 and 1<\/span>\nscale_values &lt;- <span style=\"color: #008000;\">function<\/span> (x){(x-min(x))\/(max(x)-min(x))}\n\nx_scaled &lt;- rescale(x)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 2: Use o pacote de escalas<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (scales)\n\nx_scaled &lt;- rescale(x)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Os exemplos a seguir mostram como usar cada m\u00e9todo na pr\u00e1tica com o seguinte quadro de dados em R:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (store=c('A', 'B', 'C', 'D', 'E', 'F', 'G', 'H'),\n                 sales=c(12, 24, 23, 59, 45, 34, 50, 77))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  blind sales\n1 to 12\n2 B 24\n3 C 23\n4 D 59\n5 E 45\n6 F 34\n7 G 50\n8:77 a.m.\n<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>Exemplo 1: Escalar valores entre 0 e 1 usando base R<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como definir uma fun\u00e7\u00e3o personalizada na base R e, em seguida, usar a fun\u00e7\u00e3o para dimensionar os valores na coluna <strong>de vendas<\/strong> do quadro de dados entre 0 e 1:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define function to scale values between 0 and 1<\/span>\nscale_values &lt;- <span style=\"color: #008000;\">function<\/span> (x){(x-min(x))\/(max(x)-min(x))}\n\n<span style=\"color: #008080;\">#scale values in 'sales' column to be between 0 and 1\n<\/span>df$sales &lt;- scale_values(df$sales)\n\n<span style=\"color: #008080;\">#view updated data frame\n<\/span>df\n\n  blind sales\n1 A 0.0000000\n2 B 0.1846154\n3 C 0.1692308\n4 D 0.7230769\n5 E 0.5076923\n6 F 0.3384615\n7G 0.5846154\n8 H 1.0000000\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Cada um dos valores da coluna <strong>Vendas<\/strong> agora est\u00e1 dimensionado entre 0 e 1.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">Esta fun\u00e7\u00e3o usou a seguinte f\u00f3rmula para dimensionar cada um dos valores:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Valor escalonado = (valor \u2013 valor m\u00ednimo) \/ (valor m\u00e1ximo \u2013 valor m\u00ednimo)<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Por exemplo, o valor escalonado para as vendas da loja A foi calculado da seguinte forma:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Valor escalonado = (12 \u2013 12) \/ (77 \u2013 12) = 0\/65 = <strong>0<\/strong> .<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Da mesma forma, o valor presente das vendas da loja B foi calculado da seguinte forma:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Valor em escala = (24 \u2013 12) \/ (77 \u2013 12) = 12\/65 = <strong>0,1846<\/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 2: Escalar valores entre 0 e 1 usando o pacote Scales<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como usar a fun\u00e7\u00e3o <strong>rescale()<\/strong> do pacote <strong>de escalas<\/strong> em R para dimensionar os valores na coluna <strong>de vendas<\/strong> do quadro de dados para ficarem entre 0 e 1:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (scales)<\/span><\/span>\n\n<span style=\"color: #008080;\">#scale values in 'sales' column to be between 0 and 1\n<\/span>df$sales &lt;- rescale(df$sales)\n\n<span style=\"color: #008080;\">#view updated data frame\n<\/span>df\n\n  blind sales\n1 A 0.0000000\n2 B 0.1846154\n3 C 0.1692308\n4 D 0.7230769\n5 E 0.5076923\n6 F 0.3384615\n7G 0.5846154\n8 H 1.0000000\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Cada um dos valores da coluna <strong>Vendas<\/strong> agora est\u00e1 dimensionado entre 0 e 1.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Observe que esses valores em escala correspondem \u00e0queles calculados usando o m\u00e9todo R base.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Observe tamb\u00e9m que a fun\u00e7\u00e3o <strong>rescale()<\/strong> aceita um argumento to <strong>que<\/strong> especifica o intervalo de valores escalonados.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Por exemplo, voc\u00ea pode usar a seguinte sintaxe para dimensionar os valores na coluna <strong>de vendas<\/strong> entre 0 e 100:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (scales)<\/span><\/span>\n\n<span style=\"color: #008080;\">#scale values in 'sales' column to be between 0 and 100\n<\/span>df$sales &lt;- rescale(df$sales, to=c(0,100))\n\n<span style=\"color: #008080;\">#view updated data frame\n<\/span>df\n\n  blind sales\n1 A 0.00000\n2 B 18.46154\n3 C 16.92308\n4 D 72.30769\n5 E 50.76923\n6 F 33.84615\n7G 58.46154\n8 A.M. 100.00000\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Cada um dos valores da coluna <strong>Vendas<\/strong> agora est\u00e1 dimensionado entre 0 e 100.<\/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 realizar outras tarefas comuns em R:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pt\/media-de-r-truncado\/\" target=\"_blank\" rel=\"noopener\">Como calcular uma m\u00e9dia aparada em R<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/media-ponderada-em-r\/\" target=\"_blank\" rel=\"noopener\">Como calcular uma m\u00e9dia ponderada em R<\/a><br \/><a href=\"https:\/\/statorials.org\/pt\/valor-maximo-de-r-em-cada-linha\/\" target=\"_blank\" rel=\"noopener\">Como calcular o valor m\u00e1ximo em cada linha em R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Voc\u00ea pode usar os seguintes m\u00e9todos para dimensionar os valores de uma vari\u00e1vel entre 0 e 1 em R: M\u00e9todo 1: use a base R #define function to scale values between 0 and 1 scale_values &lt;- function (x){(x-min(x))\/(max(x)-min(x))} x_scaled &lt;- rescale(x) M\u00e9todo 2: Use o pacote de escalas library (scales) x_scaled &lt;- rescale(x) Os exemplos [&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-4294","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 escalar valores entre 0 e 1 em R \u2013 Estatologia<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como dimensionar os valores de uma vari\u00e1vel entre 0 e 1 em R, com um exemplo.\" \/>\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\/escala-entre-0-e-1\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta 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