{"id":3695,"date":"2023-07-16T02:22:20","date_gmt":"2023-07-16T02:22:20","guid":{"rendered":"https:\/\/statorials.org\/id\/panda-memilih-kolom-berdasarkan-jenis\/"},"modified":"2023-07-16T02:22:20","modified_gmt":"2023-07-16T02:22:20","slug":"panda-memilih-kolom-berdasarkan-jenis","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/panda-memilih-kolom-berdasarkan-jenis\/","title":{"rendered":"Pandas: cara memilih kolom berdasarkan tipe data"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Anda dapat menggunakan metode berikut untuk memilih kolom di pandas DataFrame yang sama dengan tipe data tertentu:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Metode 1: Pilih Kolom yang Sama dengan Tipe Data Tertentu<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #3366ff;\"><span style=\"color: #008080;\">#select all columns that have an int or float data type<\/span>\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">select_dtypes<\/span> (include=[' <span style=\"color: #ff0000;\">int<\/span> ', ' <span style=\"color: #ff0000;\">float<\/span> '])<\/span>\n<\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Metode 2: Pilih kolom berbeda dari tipe data tertentu<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #3366ff;\"><span style=\"color: #008080;\">#select all columns that don't have a bool or object data type<\/span>\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">select_dtypes<\/span> (exclude=[' <span style=\"color: #ff0000;\">bool<\/span> ', ' <span style=\"color: #ff0000;\">object<\/span> '])\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara menggunakan setiap metode 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> ': ['A', 'B', 'C', 'D', 'E', 'F'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [18, 22, 19, 14, 14, 11],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9],\n                   ' <span style=\"color: #ff0000;\">minutes<\/span> ': [10.1, 12.0, 9.0, 8.0, 8.4, 7.5],\n                   ' <span style=\"color: #ff0000;\">all_star<\/span> ': [True, False, False, True, True, True]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists minutes all_star\n0 A 18 5 10.1 True\n1 B 22 7 12.0 False\n2 C 19 7 9.0 False\n3 D 14 9 8.0 True\n4 E 14 12 8.4 True\n5 F 11 9 7.5 True<\/b><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>Contoh 1: Pilih Kolom yang Sama dengan Tipe Data Tertentu<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Kita bisa menggunakan kode berikut untuk memilih semua kolom di DataFrame yang memiliki tipe data sama dengan <strong>int<\/strong> atau <strong>float<\/strong> :<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #3366ff;\"><span style=\"color: #008080;\">#select all columns that have an int or float data type<\/span>\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">select_dtypes<\/span> (include=[' <span style=\"color: #ff0000;\">int<\/span> ', ' <span style=\"color: #ff0000;\">float<\/span> '])\n\n\tminute assist points\n0 18 5 10.1\n1 22 7 12.0\n2 19 7 9.0\n3 14 9 8.0\n4 14 12 8.4\n5 11 9 7.5\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Perhatikan bahwa hanya kolom dengan tipe data sama dengan <strong>int<\/strong> atau <strong>float<\/strong> yang dipilih.<\/span><\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Contoh 2: Pilih kolom berbeda dari tipe data tertentu<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan kode berikut untuk memilih semua kolom di DataFrame yang tidak memiliki tipe data yang sama dengan <b>bool<\/b> atau <strong>object<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #3366ff;\"><span style=\"color: #008080;\">#select all columns that don't have a bool or object data type<\/span>\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">select_dtypes<\/span> (exclude=[' <span style=\"color: #ff0000;\">bool<\/span> ', ' <span style=\"color: #ff0000;\">object<\/span> '])\n\nminute assist points\n0 18 5 10.1\n1 22 7 12.0\n2 19 7 9.0\n3 14 9 8.0\n4 14 12 8.4\n5 11 9 7.5\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa hanya kolom yang tidak memiliki tipe data sama dengan <b>bool<\/b> atau <strong>objek<\/strong> yang dipilih.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Perhatikan juga bahwa Anda dapat menggunakan sintaks berikut untuk menampilkan tipe data setiap kolom di DataFrame:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #3366ff;\"><span style=\"color: #008080;\">#display data type of all columns<\/span>\n<span style=\"color: #000000;\">df. <span style=\"color: #3366ff;\">dtypes\n\n<span style=\"color: #000000;\">team object\nint64 dots\nassists int64\nminutes float64\nall_star bool\ndtype:object\n<\/span><\/span><\/span><\/span><\/strong><\/pre>\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-periksa-dtype-semua-kolom\/\" target=\"_blank\" rel=\"noopener\">Pandas: Cara memeriksa tipe semua kolom di DataFrame<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/panda-mendapatkan-indeks-baris\/\" target=\"_blank\" rel=\"noopener\">Pandas: dapatkan indeks baris yang kolomnya cocok dengan nilainya<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/panda-mengatur-kolom-sebagai-indeks\/\" target=\"_blank\" rel=\"noopener\">Pandas: Cara mengatur kolom sebagai indeks<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anda dapat menggunakan metode berikut untuk memilih kolom di pandas DataFrame yang sama dengan tipe data tertentu: Metode 1: Pilih Kolom yang Sama dengan Tipe Data Tertentu #select all columns that have an int or float data type df. select_dtypes (include=[&#8216; int &#8216;, &#8216; float &#8216;]) Metode 2: Pilih kolom berbeda dari tipe data tertentu [&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 memilih kolom berdasarkan tipe data - Statorial<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara memilih kolom berdasarkan tipe data di pandas DataFrame, dengan 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-memilih-kolom-berdasarkan-jenis\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas: Cara memilih kolom berdasarkan tipe data - Statorial\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara memilih kolom berdasarkan tipe data di pandas DataFrame, dengan contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/panda-memilih-kolom-berdasarkan-jenis\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-16T02:22:20+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-memilih-kolom-berdasarkan-jenis\/\",\"url\":\"https:\/\/statorials.org\/id\/panda-memilih-kolom-berdasarkan-jenis\/\",\"name\":\"Pandas: Cara memilih kolom berdasarkan tipe data - Statorial\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-16T02:22:20+00:00\",\"dateModified\":\"2023-07-16T02:22:20+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara memilih kolom berdasarkan tipe data di pandas DataFrame, dengan contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/panda-memilih-kolom-berdasarkan-jenis\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/panda-memilih-kolom-berdasarkan-jenis\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/panda-memilih-kolom-berdasarkan-jenis\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pandas: cara memilih kolom berdasarkan tipe data\"}]},{\"@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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