{"id":2202,"date":"2023-07-23T06:52:32","date_gmt":"2023-07-23T06:52:32","guid":{"rendered":"https:\/\/statorials.org\/pt\/pandas-renomeiam-colunas\/"},"modified":"2023-07-23T06:52:32","modified_gmt":"2023-07-23T06:52:32","slug":"pandas-renomeiam-colunas","status":"publish","type":"post","link":"https:\/\/statorials.org\/pt\/pandas-renomeiam-colunas\/","title":{"rendered":"Como renomear colunas em pandas (com exemplos)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Voc\u00ea pode usar um dos tr\u00eas m\u00e9todos a seguir para renomear as colunas de um DataFrame do pandas:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 1: renomear colunas espec\u00edficas<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">rename<\/span> (columns = {' <span style=\"color: #ff0000;\">old_col1<\/span> ':' <span style=\"color: #ff0000;\">new_col1<\/span> ', ' <span style=\"color: #ff0000;\">old_col2<\/span> ':' <span style=\"color: #ff0000;\">new_col2<\/span> '}, inplace = <span style=\"color: #008000;\">True<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 2: renomear todas as colunas<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">columns<\/span> = [' <span style=\"color: #ff0000;\">new_col1<\/span> ', ' <span style=\"color: #ff0000;\">new_col2<\/span> ', ' <span style=\"color: #ff0000;\">new_col3<\/span> ', ' <span style=\"color: #ff0000;\">new_col4<\/span> ']<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>M\u00e9todo 3: Substitua caracteres espec\u00edficos em colunas<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">columns<\/span> = df. <span style=\"color: #3366ff;\">columns<\/span> . <span style=\"color: #3366ff;\">str<\/span> . <span style=\"color: #3366ff;\">replace<\/span> (' <span style=\"color: #ff0000;\">old_char<\/span> ', ' <span style=\"color: #ff0000;\">new_char<\/span> ')<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Os exemplos a seguir mostram como usar cada um desses m\u00e9todos na pr\u00e1tica.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Relacionado:<\/strong> <a href=\"https:\/\/statorials.org\/pt\/pandas-obtem-nomes-de-colunas\/\" target=\"_blank\" rel=\"noopener\">Como obter nomes de colunas em Pandas (3 m\u00e9todos)<\/a><\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>M\u00e9todo 1: renomear colunas espec\u00edficas<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como renomear colunas espec\u00edficas 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 DataFrame\n<span style=\"color: #000000;\">df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ':['A', 'A', 'A', 'A', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [25, 12, 15, 14, 19, 23, 25, 29],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9, 9, 4],\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': [11, 8, 10, 6, 6, 5, 9, 12]})\n\n<span style=\"color: #008080;\">#list column names\n<\/span><span style=\"color: #008000;\">list<\/span> (df)\n\n['team', 'points', 'assists', 'rebounds']\n\n<span style=\"color: #008000;\"><span style=\"color: #008080;\">#rename specific column names\n<\/span><span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">rename<\/span> (columns = {' <span style=\"color: #ff0000;\">team<\/span> ': ' <span style=\"color: #ff0000;\">team_name<\/span> ', ' <span style=\"color: #ff0000;\">points<\/span> ': ' <span style=\"color: #ff0000;\">points_scored<\/span> '}, inplace = <span style=\"color: #008000;\">True<\/span> )\n\n<span style=\"color: #008080;\">#view updated list of column names\n<\/span><span style=\"color: #008000;\">list<\/span> (df)\n\n['team_name', 'points_scored', 'assists', 'rebounds']\n<\/span><\/span><\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Observe que as colunas \u201cequipe\u201d e \u201cpontos\u201d foram renomeadas, enquanto todos os outros nomes de colunas permaneceram os mesmos.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>M\u00e9todo 2: renomear todas as colunas<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como renomear todas as colunas 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 DataFrame\n<span style=\"color: #000000;\">df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ':['A', 'A', 'A', 'A', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [25, 12, 15, 14, 19, 23, 25, 29],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9, 9, 4],\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': [11, 8, 10, 6, 6, 5, 9, 12]})\n\n<span style=\"color: #008080;\">#list column names\n<\/span><span style=\"color: #008000;\">list<\/span> (df)\n\n['team', 'points', 'assists', 'rebounds']\n\n<span style=\"color: #008000;\"><span style=\"color: #008080;\">#rename all column names\n<\/span><span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">columns<\/span> = [' <span style=\"color: #ff0000;\">_team<\/span> ', ' <span style=\"color: #ff0000;\">_points<\/span> ', ' <span style=\"color: #ff0000;\">_assists<\/span> ', ' <span style=\"color: #ff0000;\">_rebounds<\/span> ']\n<\/span>\n<span style=\"color: #008080;\">#view updated list of column names\n<\/span><span style=\"color: #000000;\"><span style=\"color: #008000;\">list<\/span> (df)\n\n['_team', '_points', '_assists', '_rebounds']\n<\/span><\/span><\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Observe que \u00e9 mais r\u00e1pido usar esse m\u00e9todo quando voc\u00ea deseja renomear a maioria ou todos os nomes de colunas no DataFrame.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>M\u00e9todo 3: Substitua caracteres espec\u00edficos em colunas<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">O c\u00f3digo a seguir mostra como substituir um caractere espec\u00edfico no nome de cada coluna:<\/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 DataFrame\n<span style=\"color: #000000;\">df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">$team<\/span> ':['A', 'A', 'A', 'A', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">$points<\/span> ': [25, 12, 15, 14, 19, 23, 25, 29],\n                   ' <span style=\"color: #ff0000;\">$assists<\/span> ': [5, 7, 7, 9, 12, 9, 9, 4],\n                   ' <span style=\"color: #ff0000;\">$rebounds<\/span> ': [11, 8, 10, 6, 6, 5, 9, 12]})\n\n<span style=\"color: #008080;\">#list column names\n<\/span><span style=\"color: #008000;\">list<\/span> (df)\n\n['team', 'points', 'assists', 'rebounds']\n\n<span style=\"color: #008080;\">#rename $ with blank in every column name\n<\/span>df. <span style=\"color: #3366ff;\">columns<\/span> = df. <span style=\"color: #3366ff;\">columns<\/span> . <span style=\"color: #3366ff;\">str<\/span> . <span style=\"color: #3366ff;\">replace<\/span> (' <span style=\"color: #ff0000;\">$<\/span> ', '')\n\n<span style=\"color: #008080;\">#view updated list of column names\n<\/span>list(df)\n\n['team', 'points', 'assists', 'rebounds']\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Observe que este m\u00e9todo nos permitiu remover rapidamente o &#8216;$&#8217; de cada nome de coluna.<\/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 opera\u00e7\u00f5es comuns em pandas:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/pt\/nomes-de-colunas-da-lista-pandas\/\" target=\"_blank\" rel=\"noopener\">Como listar todos os nomes de colunas no Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/pandas-classifica-colunas-por-nome\/\" target=\"_blank\" rel=\"noopener\">Como classificar colunas por nome no Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/pt\/pandas-descartam-colunas-duplicadas\/\" target=\"_blank\" rel=\"noopener\">Como remover colunas duplicadas no Pandas<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Voc\u00ea pode usar um dos tr\u00eas m\u00e9todos a seguir para renomear as colunas de um DataFrame do pandas: M\u00e9todo 1: renomear colunas espec\u00edficas df. rename (columns = {&#8216; old_col1 &#8216;:&#8217; new_col1 &#8216;, &#8216; old_col2 &#8216;:&#8217; new_col2 &#8216;}, inplace = True ) M\u00e9todo 2: renomear todas as colunas df. columns = [&#8216; new_col1 &#8216;, &#8216; new_col2 [&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-2202","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 renomear colunas em Pandas (com exemplos) \u2013 Estatoriais<\/title>\n<meta name=\"description\" content=\"Este tutorial explica como renomear colunas em um DataFrame do pandas, 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\/pandas-renomeiam-colunas\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Como renomear colunas em Pandas (com exemplos) \u2013 Estatoriais\" \/>\n<meta property=\"og:description\" content=\"Este tutorial explica como renomear colunas em um DataFrame do pandas, com v\u00e1rios exemplos.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pt\/pandas-renomeiam-colunas\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-23T06:52:32+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\/pandas-renomeiam-colunas\/\",\"url\":\"https:\/\/statorials.org\/pt\/pandas-renomeiam-colunas\/\",\"name\":\"Como renomear colunas em Pandas (com exemplos) \u2013 Estatoriais\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pt\/#website\"},\"datePublished\":\"2023-07-23T06:52:32+00:00\",\"dateModified\":\"2023-07-23T06:52:32+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pt\/#\/schema\/person\/e08f98e8db95e0aa9c310e1b27c9c666\"},\"description\":\"Este tutorial explica como renomear colunas em um DataFrame do pandas, com v\u00e1rios exemplos.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pt\/pandas-renomeiam-colunas\/#breadcrumb\"},\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pt\/pandas-renomeiam-colunas\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pt\/pandas-renomeiam-colunas\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Lar\",\"item\":\"https:\/\/statorials.org\/pt\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Como renomear colunas em pandas (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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