{"id":3802,"date":"2023-07-15T11:21:02","date_gmt":"2023-07-15T11:21:02","guid":{"rendered":"https:\/\/statorials.org\/pt\/valores-de-indice-exclusivos-do-pandas\/"},"modified":"2023-07-15T11:21:02","modified_gmt":"2023-07-15T11:21:02","slug":"valores-de-indice-exclusivos-do-pandas","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/valores-de-indice-exclusivos-do-pandas\/","title":{"rendered":"Pandas: como obter valores \u00fanicos da coluna do \u00edndice"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Voc\u00ea pode usar os seguintes m\u00e9todos para obter os valores exclusivos da coluna de \u00edndice de um DataFrame do pandas:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 1: Obtenha valores exclusivos da coluna de \u00edndice<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">index<\/span> . <span style=\"color: #3366ff;\">single<\/span> ()\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 2: Obtenha valores exclusivos de uma coluna espec\u00edfica no MultiIndex<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">index<\/span> . <span style=\"color: #3366ff;\">unique<\/span> (' <span style=\"color: #ff0000;\">some_column<\/span> ')<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Os exemplos a seguir mostram como usar essa sintaxe na pr\u00e1tica.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Exemplo 1: Obtenha valores exclusivos da coluna de \u00edndice<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Suponha que temos o seguinte 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;\">#createDataFrame<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'B', 'C', 'D', 'E', 'F', 'G', 'H'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [18, 22, 19, 14, 14, 11, 20, 28],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9, 9, 4]},\n                   index = [0, 1, 1, 1, 2, 2, 3, 4])\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists\n0 to 18 5\n1 B 22 7\n1 C 19 7\n1 D 14 9\n2 E 14 12\n2 F 11 9\n3 G 20 9\n4:28 4<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Podemos usar a seguinte sintaxe para obter os valores exclusivos da coluna de \u00edndice do DataFrame:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#get unique values from index column \n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">index<\/span> . <span style=\"color: #3366ff;\">single<\/span> ()\n\nInt64Index([0, 1, 2, 3, 4], dtype='int64')<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">A sa\u00edda exibe cada um dos valores exclusivos na coluna do \u00edndice.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tamb\u00e9m podemos usar a fun\u00e7\u00e3o <strong>len()<\/strong> para contar o n\u00famero de valores \u00fanicos na coluna do \u00edndice:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#count number of unique values in index column \n<span style=\"color: #000000;\"><span style=\"color: #008000;\">len<\/span> ( <span style=\"color: #3366ff;\">df.index.unique<\/span> <span style=\"color: #3366ff;\">(<\/span> ))\n\n5<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Podemos ver que existem <strong>5<\/strong> valores \u00fanicos na coluna de \u00edndice do DataFrame.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Exemplo 2: Obtenha valores exclusivos de uma coluna espec\u00edfica no MultiIndex<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Suponha que temos o seguinte 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<span style=\"color: #008080;\">#define index values\n<\/span>index_names = pd. <span style=\"color: #3366ff;\">MultiIndex<\/span> . <span style=\"color: #3366ff;\">from_tuples<\/span> ([(' <span style=\"color: #ff0000;\">West<\/span> ',' <span style=\"color: #ff0000;\">A<\/span> '),\n                                         (' <span style=\"color: #ff0000;\">West<\/span> ', ' <span style=\"color: #ff0000;\">A<\/span> '),\n                                         (' <span style=\"color: #ff0000;\">West<\/span> ', ' <span style=\"color: #ff0000;\">B<\/span> '),\n                                         (' <span style=\"color: #ff0000;\">East<\/span> ', ' <span style=\"color: #ff0000;\">C<\/span> '),\n                                         (' <span style=\"color: #ff0000;\">East<\/span> ', ' <span style=\"color: #ff0000;\">C<\/span> '),\n                                         (' <span style=\"color: #ff0000;\">East<\/span> ', ' <span style=\"color: #ff0000;\">D<\/span> ')],\n                                       names=[' <span style=\"color: #ff0000;\">Division<\/span> ', ' <span style=\"color: #ff0000;\">Team<\/span> '])\n\n<span style=\"color: #008080;\">#define data values\n<\/span>data = {' <span style=\"color: #ff0000;\">Sales<\/span> ': [12, 44, 29, 35, 44, 19]}\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> (data, index=index_names)\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n               Sales\nDivision Team       \nWest A 12\n         At 44\n         B29\nEast C 35\n         C 44\n         D 19\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Observe que este DataFrame possui um multiIndex.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Podemos usar a seguinte sintaxe para obter os valores exclusivos da \u00fanica coluna <strong>Team<\/strong> do multiIndex:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#get unique values from Team column in multiIndex\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">index<\/span> . <span style=\"color: #3366ff;\">single<\/span> (' <span style=\"color: #ff0000;\">Team<\/span> ')\n\nIndex(['A', 'B', 'C', 'D'], dtype='object', name='Team')\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">A sa\u00edda exibe os quatro valores exclusivos da coluna <strong>Equipe<\/strong> do multiIndex: A, B, C e D.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Podemos usar uma sintaxe semelhante para extrair valores \u00fanicos da coluna <strong>Divis\u00e3o<\/strong> do multiIndex:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#get unique values from Division column in multiIndex\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">index<\/span> . <span style=\"color: #3366ff;\">single<\/span> (' <span style=\"color: #ff0000;\">Division<\/span> ')\n\nIndex(['West', 'East'], dtype='object', name='Division')\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">A sa\u00edda exibe os dois valores exclusivos da coluna <b>Divis\u00e3o<\/b> do multiIndex: Oeste e Leste.<\/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 fun\u00e7\u00f5es comuns em pandas:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pt\/pandas-converte-indice-em-coluna\/\" target=\"_blank\" rel=\"noopener\">Como converter \u00edndice em coluna no Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/renomear-indice-do-pandas\/\" target=\"_blank\" rel=\"noopener\">Como renomear o \u00edndice no Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/pandas-definem-coluna-como-indice\/\" target=\"_blank\" rel=\"noopener\">Como definir coluna como \u00edndice no Pandas<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Voc\u00ea pode usar os seguintes m\u00e9todos para obter os valores exclusivos da coluna de \u00edndice de um DataFrame do pandas: M\u00e9todo 1: Obtenha valores exclusivos da coluna de \u00edndice df. index . single () M\u00e9todo 2: Obtenha valores exclusivos de uma coluna espec\u00edfica no MultiIndex df. index . unique (&#8216; some_column &#8216;) Os exemplos a [&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-3802","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>Pandas: Como obter valores \u00fanicos de uma coluna de \u00edndice \u2013 Estatoriais<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como obter valores de \u00edndice exclusivos de um DataFrame do pandas, incluindo 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\/valores-de-indice-exclusivos-do-pandas\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas: Como obter valores \u00fanicos de uma coluna de \u00edndice \u2013 Estatoriais\" \/>\n<meta property=\"og:description\" content=\"Este tutorial explica como obter valores de \u00edndice exclusivos de um DataFrame do pandas, incluindo exemplos.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/valores-de-indice-exclusivos-do-pandas\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-15T11:21:02+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\/valores-de-indice-exclusivos-do-pandas\/\",\"url\":\"https:\/\/statorials.org\/pt\/valores-de-indice-exclusivos-do-pandas\/\",\"name\":\"Pandas: Como obter valores \u00fanicos de uma coluna de \u00edndice \u2013 Estatoriais\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-15T11:21:02+00:00\",\"dateModified\":\"2023-07-15T11:21:02+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Este tutorial explica como obter valores de \u00edndice exclusivos de um DataFrame do pandas, incluindo exemplos.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/valores-de-indice-exclusivos-do-pandas\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/valores-de-indice-exclusivos-do-pandas\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/valores-de-indice-exclusivos-do-pandas\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pandas: como obter valores \u00fanicos da coluna do \u00edndice\"}]},{\"@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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