{"id":3303,"date":"2023-07-18T04:52:04","date_gmt":"2023-07-18T04:52:04","guid":{"rendered":"https:\/\/statorials.org\/pt\/contagem-numpy-unica\/"},"modified":"2023-07-18T04:52:04","modified_gmt":"2023-07-18T04:52:04","slug":"contagem-numpy-unica","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/contagem-numpy-unica\/","title":{"rendered":"Como contar valores \u00fanicos no array numpy (3 exemplos)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Voc\u00ea pode usar os seguintes m\u00e9todos para contar valores exclusivos em um array NumPy:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 1: mostrar valores exclusivos<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>n.p. <span style=\"color: #3366ff;\">single<\/span> (my_array)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 2: conte o n\u00famero de valores exclusivos<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">len<\/span> (np. <span style=\"color: #3366ff;\">unique<\/span> (my_array))<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 3: contar ocorr\u00eancias de cada valor \u00fanico<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>n.p. <span style=\"color: #3366ff;\">unique<\/span> (my_array, return_counts= <span style=\"color: #008000;\">True<\/span> )<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Os exemplos a seguir mostram como usar cada m\u00e9todo na pr\u00e1tica com o seguinte array NumPy:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#create NumPy array<\/span>\nmy_array = np. <span style=\"color: #3366ff;\">array<\/span> ([1, 3, 3, 4, 4, 7, 8, 8])\n<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>Exemplo 1: Mostrar valores exclusivos<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como exibir valores exclusivos no array NumPy:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#display unique values\n<\/span>n.p. <span style=\"color: #3366ff;\">single<\/span> (my_array)\n\narray([1, 3, 4, 7, 8])\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Na sa\u00edda, podemos ver cada um dos valores exclusivos no array NumPy: 1, 3, 4, 7, 8.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Exemplo 2: conte o n\u00famero de valores exclusivos<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como contar o n\u00famero total de valores exclusivos na matriz NumPy:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #008080;\">#display total number of unique values<\/span>\nlen<\/span> (np. <span style=\"color: #3366ff;\">unique<\/span> (my_array))\n\n5<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Na sa\u00edda, podemos ver que existem <strong>5<\/strong> valores exclusivos no array NumPy.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Exemplo 3: contar ocorr\u00eancias de cada valor exclusivo<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como contar o n\u00famero de ocorr\u00eancias de cada valor exclusivo na matriz NumPy:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#count occurrences of each unique value\n<\/span>n.p. <span style=\"color: #3366ff;\">unique<\/span> (my_array, return_counts= <span style=\"color: #008000;\">True<\/span> )\n\n(array([1, 3, 4, 7, 8]), array([1, 2, 2, 1, 2]))\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">A primeira tabela na sa\u00edda exibe os valores exclusivos e a segunda tabela exibe a contagem de cada valor exclusivo.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">Podemos usar o seguinte c\u00f3digo para imprimir esta sa\u00edda em um formato mais f\u00e1cil de ler:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#get unique values and counts of each value\n<\/span>unique, counts = np. <span style=\"color: #3366ff;\">unique<\/span> (my_array, return_counts= <span style=\"color: #008000;\">True<\/span> )\n\n<span style=\"color: #008080;\">#display unique values and counts side by side\n<\/span><span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">np.asarray<\/span> ((unique,counts)). <span style=\"color: #3366ff;\">T<\/span> )\n\n[[1 1]\n [3 2]\n [4 2]\n [7 1]\n [8 2]]\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Pelo resultado podemos ver:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">O valor 1 aparece <strong>1<\/strong> vez.<\/span><\/li>\n<li> <span style=\"color: #000000;\">O valor 3 aparece <strong>duas vezes<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">O valor 4 aparece <strong>duas vezes<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">O valor 7 aparece <strong>1<\/strong> vez.<\/span><\/li>\n<li> <span style=\"color: #000000;\">O valor 8 aparece <strong>duas vezes<\/strong> .<\/span><\/li>\n<\/ul>\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 opera\u00e7\u00f5es comuns em Python:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pt\/modo-digital\/\" target=\"_blank\" rel=\"noopener\">Como calcular o modo do array NumPy<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/cartao-digital\/\" target=\"_blank\" rel=\"noopener\">Como mapear uma fun\u00e7\u00e3o para um array NumPy<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/numpy-classificar-matriz-por-coluna\/\" target=\"_blank\" rel=\"noopener\">Como classificar um array NumPy por coluna<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Voc\u00ea pode usar os seguintes m\u00e9todos para contar valores exclusivos em um array NumPy: M\u00e9todo 1: mostrar valores exclusivos n.p. single (my_array) M\u00e9todo 2: conte o n\u00famero de valores exclusivos len (np. unique (my_array)) M\u00e9todo 3: contar ocorr\u00eancias de cada valor \u00fanico n.p. unique (my_array, return_counts= True ) Os exemplos a seguir mostram como usar [&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-3303","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 contar valores \u00fanicos em um array NumPy (3 exemplos) \u2013 Estatologia<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como contar valores \u00fanicos em um array NumPy, 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\/contagem-numpy-unica\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" 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