{"id":937,"date":"2023-07-28T06:14:54","date_gmt":"2023-07-28T06:14:54","guid":{"rendered":"https:\/\/statorials.org\/pt\/frequencia-relativa-python\/"},"modified":"2023-07-28T06:14:54","modified_gmt":"2023-07-28T06:14:54","slug":"frequencia-relativa-python","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/frequencia-relativa-python\/","title":{"rendered":"Como calcular a frequ\u00eancia relativa em python"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>A frequ\u00eancia relativa<\/strong> mede a frequ\u00eancia com que um determinado valor aparece em um conjunto de dados <em>em rela\u00e7\u00e3o<\/em> ao n\u00famero total de valores em um conjunto de dados.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Voc\u00ea pode usar a seguinte fun\u00e7\u00e3o em Python para calcular frequ\u00eancias relativas:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">def<\/span> <span style=\"color: #3366ff;\">rel_freq<\/span> (x):<\/strong><\/span>\n<span style=\"color: #000000;\"><strong>freqs = [(value, x.count(value) \/ len(x)) for value in set(x)]<\/strong><\/span>\n<span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">return<\/span> freqs<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Os exemplos a seguir mostram como usar esta fun\u00e7\u00e3o na pr\u00e1tica.<\/span><\/p>\n<h3> <strong>Exemplo 1: Frequ\u00eancias relativas para uma lista de n\u00fameros<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como usar esta fun\u00e7\u00e3o para calcular as frequ\u00eancias relativas de uma lista de n\u00fameros:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define data<\/span>\ndata = [1, 1, 1, 2, 3, 4, 4]\n\n<span style=\"color: #008080;\">#calculate relative frequencies for each value in list\n<\/span>rel_freq(data)\n\n[(1, 0.42857142857142855),\n (2, 0.14285714285714285),\n (3, 0.14285714285714285),\n (4, 0.2857142857142857)]\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">A maneira de interpretar esta sa\u00edda \u00e9:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">O valor \u201c1\u201d tem frequ\u00eancia relativa de <strong>0,42857<\/strong> no conjunto de dados.<\/span><\/li>\n<li> <span style=\"color: #000000;\">O valor \u201c2\u201d tem frequ\u00eancia relativa de <strong>0,142857<\/strong> no conjunto de dados.<\/span><\/li>\n<li> <span style=\"color: #000000;\">O valor \u201c3\u201d tem frequ\u00eancia relativa de <strong>0,142857<\/strong> no conjunto de dados.<\/span><\/li>\n<li> <span style=\"color: #000000;\">O valor \u201c4\u201d tem frequ\u00eancia relativa de <strong>0,28571<\/strong> no conjunto de dados.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Voc\u00ea notar\u00e1 que todas as frequ\u00eancias relativas somam 1.<\/span><\/p>\n<h3> <strong>Exemplo 2: Frequ\u00eancias relativas para uma lista de caracteres<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como usar esta fun\u00e7\u00e3o para calcular as frequ\u00eancias relativas de uma lista de caracteres:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define data<\/span>\ndata = ['a', 'a', 'b', 'b', 'c']\n\n<span style=\"color: #008080;\">#calculate relative frequencies for each value in list\n<\/span>rel_freq(data)\n\n[('a', 0.4), ('b', 0.4), ('c', 0.2)]\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">A maneira de interpretar esta sa\u00edda \u00e9:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">O valor \u201ca\u201d tem frequ\u00eancia relativa de <strong>0,4<\/strong> no conjunto de dados.<\/span><\/li>\n<li> <span style=\"color: #000000;\">O valor \u201cb\u201d tem frequ\u00eancia relativa de <strong>0,4<\/strong> no conjunto de dados.<\/span><\/li>\n<li> <span style=\"color: #000000;\">O valor \u201cc\u201d tem frequ\u00eancia relativa de <strong>0,2<\/strong> no conjunto de dados.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Novamente, todas as frequ\u00eancias relativas somam 1.<\/span><\/p>\n<h3> <strong>Exemplo 3: frequ\u00eancias relativas para uma coluna em um DataFrame do pandas<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como usar esta fun\u00e7\u00e3o para calcular frequ\u00eancias relativas para uma coluna espec\u00edfica em um DataFrame do pandas:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#define data\n<\/span>data = pd.DataFrame({'A': [25, 15, 15, 14, 19],\n                     'B': [5, 7, 7, 9, 12],\n                     'C': [11, 8, 10, 6, 6]})\n\n<span style=\"color: #008080;\">#calculate relative frequencies of values in column 'A'\n<\/span>rel_freq( <span style=\"color: #008000;\">list<\/span> (data['A']))\n\n[(25, 0.2), (19, 0.2), (14, 0.2), (15, 0.4)]\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">A maneira de interpretar esta sa\u00edda \u00e9:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">O valor \u201c25\u201d tem frequ\u00eancia relativa de <strong>0,2<\/strong> na coluna.<\/span><\/li>\n<li> <span style=\"color: #000000;\">O valor \u201c19\u201d tem frequ\u00eancia relativa de <strong>0,2<\/strong> na coluna.<\/span><\/li>\n<li> <span style=\"color: #000000;\">O valor \u201c14\u201d tem frequ\u00eancia relativa de <strong>0,2<\/strong> na coluna.<\/span><\/li>\n<li> <span style=\"color: #000000;\">O valor \u201c15\u201d tem frequ\u00eancia relativa de <strong>0,4<\/strong> na coluna.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Novamente, todas as frequ\u00eancias relativas somam 1.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Recursos adicionais<br \/><\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/pt\/calculadora-de-frequencia-relativa\/\" target=\"_blank\" rel=\"noopener noreferrer\">Calculadora de frequ\u00eancia relativa<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/histograma-de-frequencia-relativa-1\/\" target=\"_blank\" rel=\"noopener noreferrer\">Histograma de frequ\u00eancia relativa: defini\u00e7\u00e3o + exemplo<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/frequencia-relativa-excel\/\" target=\"_blank\" rel=\"noopener noreferrer\">Como calcular a frequ\u00eancia relativa no Excel<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A frequ\u00eancia relativa mede a frequ\u00eancia com que um determinado valor aparece em um conjunto de dados em rela\u00e7\u00e3o ao n\u00famero total de valores em um conjunto de dados. Voc\u00ea pode usar a seguinte fun\u00e7\u00e3o em Python para calcular frequ\u00eancias relativas: def rel_freq (x): freqs = [(value, x.count(value) \/ len(x)) for value in set(x)] return [&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-937","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 calcular a frequ\u00eancia relativa em Python - Estatologia<\/title>\n<meta name=\"description\" content=\"Uma explica\u00e7\u00e3o simples de como calcular frequ\u00eancias relativas em Python, incluindo 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\/frequencia-relativa-python\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Como calcular a frequ\u00eancia relativa em Python - Estatologia\" \/>\n<meta property=\"og:description\" content=\"Uma explica\u00e7\u00e3o simples de como calcular frequ\u00eancias relativas em Python, incluindo v\u00e1rios exemplos.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/frequencia-relativa-python\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-28T06:14:54+00:00\" \/>\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=\"2 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pt\/frequencia-relativa-python\/\",\"url\":\"https:\/\/statorials.org\/pt\/frequencia-relativa-python\/\",\"name\":\"Como calcular a frequ\u00eancia relativa em Python - Estatologia\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-28T06:14:54+00:00\",\"dateModified\":\"2023-07-28T06:14:54+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Uma explica\u00e7\u00e3o simples de como calcular frequ\u00eancias relativas em Python, incluindo v\u00e1rios exemplos.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/frequencia-relativa-python\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/frequencia-relativa-python\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/frequencia-relativa-python\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Como calcular a frequ\u00eancia relativa em python\"}]},{\"@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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