{"id":3562,"date":"2023-07-16T20:00:25","date_gmt":"2023-07-16T20:00:25","guid":{"rendered":"https:\/\/statorials.org\/id\/panda-menghilangkan-ruang-putih\/"},"modified":"2023-07-16T20:00:25","modified_gmt":"2023-07-16T20:00:25","slug":"panda-menghilangkan-ruang-putih","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/panda-menghilangkan-ruang-putih\/","title":{"rendered":"Pandas: cara menghilangkan spasi dari kolom"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Anda dapat menggunakan metode berikut untuk menghapus spasi dari kolom di pandas DataFrame:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Metode 1: Hapus spasi dari kolom<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df[' <span style=\"color: #ff0000;\">my_column<\/span> '] = df[' <span style=\"color: #ff0000;\">my_column<\/span> ']. <span style=\"color: #3366ff;\">str<\/span> . <span style=\"color: #3366ff;\">strip<\/span> ()\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Metode 2: Hapus spasi dari semua kolom string<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df = df. <span style=\"color: #3366ff;\">apply<\/span> ( <span style=\"color: #008000;\">lambda<\/span> x: <span style=\"color: #3366ff;\">x.str.strip<\/span> () if <span style=\"color: #3366ff;\">x.dtype<\/span> == ' <span style=\"color: #ff0000;\">object<\/span> ' <span style=\"color: #008000;\">else<\/span> x <span style=\"color: #3366ff;\">)<\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara menggunakan setiap metode dalam praktik dengan pandas DataFrame berikut:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <b><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['Mavs', 'Heat', 'Nets', 'Cavs', 'Hawks', 'Jazz'],\n                   ' <span style=\"color: #ff0000;\">position<\/span> ': ['Point Guard', 'Small Forward', 'Center',\n                                'Power Forward', 'Point Guard', 'Center'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [11, 8, 10, 6, 22, 29]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n     team position points\n0 Mavs Point Guard 11\n1 Heat Small Forward 8\n2 Nets Center 10\n3 Cavs Power Forward 6\n4 Hawks Point Guard 22\n5 Jazz Center 29<\/b><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>Contoh 1: Hapus spasi dari kolom<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menghilangkan spasi dari setiap string di kolom <strong>posisi<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#strip whitespace from position column\n<\/span>df[' <span style=\"color: #ff0000;\">position<\/span> '] = df[' <span style=\"color: #ff0000;\">position<\/span> ']. <span style=\"color: #3366ff;\">str<\/span> . <span style=\"color: #3366ff;\">strip<\/span> ()\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n     team position points\n0 Mavs Point Guard 11\n1 Heat Small Forward 8\n2 Nets Center 10\n3 Cavs Power Forward 6\n4 Hawks Point Guard 22\n5 Jazz Center 29\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa semua spasi telah dihapus dari setiap string dengan spasi di kolom <strong>posisi<\/strong> .<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Contoh 2: Hapus spasi dari semua kolom string<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menghapus spasi dari setiap string di semua kolom string DataFrame:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#strip whitespace from all string columns\n<\/span>df = df. <span style=\"color: #3366ff;\">apply<\/span> ( <span style=\"color: #008000;\">lambda<\/span> x: <span style=\"color: #3366ff;\">x.str.strip<\/span> () if <span style=\"color: #3366ff;\">x.dtype<\/span> == ' <span style=\"color: #ff0000;\">object<\/span> ' <span style=\"color: #008000;\">else<\/span> x <span style=\"color: #3366ff;\">)<\/span>\n\n#view updated DataFrame\n<span style=\"color: #008000;\">print<\/span> (df)\n\n    team position points\n0 Mavs Point Guard 11\n1 Heat Small Forward 8\n2 Nets Center 10\n3 Cavs Power Forward 6\n4 Hawks Point Guard 22\n5 Jazz Center 29\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa semua spasi telah dihapus dari kolom <strong>tim<\/strong> dan <strong>posisi<\/strong> , yang merupakan dua kolom string di DataFrame.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Tutorial berikut menjelaskan cara melakukan operasi umum lainnya di panda:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/pandas-pilih-kolom-yang-berisi-string\/\" target=\"_blank\" rel=\"noopener\">Pandas: cara memilih kolom yang berisi string tertentu<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/panda-memfilter-garis-berdasarkan-panjang-string\/\" target=\"_blank\" rel=\"noopener\">Pandas: Cara memfilter baris berdasarkan panjang string<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/panda-membuat-kerangka-data-string\/\" target=\"_blank\" rel=\"noopener\">Cara membuat Pandas DataFrame dari sebuah string<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anda dapat menggunakan metode berikut untuk menghapus spasi dari kolom di pandas DataFrame: Metode 1: Hapus spasi dari kolom df[&#8216; my_column &#8216;] = df[&#8216; my_column &#8216;]. str . strip () Metode 2: Hapus spasi dari semua kolom string df = df. apply ( lambda x: x.str.strip () if x.dtype == &#8216; object &#8216; else x [&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":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Pandas: Cara menghilangkan spasi dari kolom - Statologi<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara menghapus spasi dari kolom di pandas DataFrame, dengan beberapa contoh.\" \/>\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\/id\/panda-menghilangkan-ruang-putih\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas: Cara menghilangkan spasi dari kolom - Statologi\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara menghapus spasi dari kolom di pandas DataFrame, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/panda-menghilangkan-ruang-putih\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-16T20:00:25+00:00\" \/>\n<meta name=\"author\" content=\"Benjamin anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Ditulis oleh\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimasi waktu membaca\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 menit\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/id\/panda-menghilangkan-ruang-putih\/\",\"url\":\"https:\/\/statorials.org\/id\/panda-menghilangkan-ruang-putih\/\",\"name\":\"Pandas: Cara menghilangkan spasi dari kolom - Statologi\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-16T20:00:25+00:00\",\"dateModified\":\"2023-07-16T20:00:25+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara menghapus spasi dari kolom di pandas DataFrame, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/panda-menghilangkan-ruang-putih\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/panda-menghilangkan-ruang-putih\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/panda-menghilangkan-ruang-putih\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pandas: cara menghilangkan spasi dari kolom\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/id\/#website\",\"url\":\"https:\/\/statorials.org\/id\/\",\"name\":\"Statorials\",\"description\":\"Panduan anda untuk kompetensi statistik!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/id\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"id\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\",\"name\":\"Benjamin anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"id\",\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/image\/\",\"url\":\"http:\/\/statorials.org\/id\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"http:\/\/statorials.org\/id\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"Benjamin anderson\"},\"description\":\"Halo, saya Benjamin, pensiunan profesor statistika yang menjadi guru Statorial yang berdedikasi. 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