{"id":3226,"date":"2023-07-18T14:21:08","date_gmt":"2023-07-18T14:21:08","guid":{"rendered":"https:\/\/statorials.org\/id\/panda-menambahkan-kolom-hitungan\/"},"modified":"2023-07-18T14:21:08","modified_gmt":"2023-07-18T14:21:08","slug":"panda-menambahkan-kolom-hitungan","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/panda-menambahkan-kolom-hitungan\/","title":{"rendered":"Bagaimana cara menambahkan kolom angka ke pandas dataframe"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Anda dapat menggunakan sintaks dasar berikut untuk menambahkan kolom &#8220;hitungan&#8221; ke DataFrame pandas:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df[' <span style=\"color: #ff0000;\">var1_count<\/span> '] = df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">var1<\/span> ')[' <span style=\"color: #ff0000;\">var1<\/span> ']. <span style=\"color: #3366ff;\">transform<\/span> (' <span style=\"color: #ff0000;\">count<\/span> ')\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Sintaks khusus ini menambahkan kolom bernama <strong>var1_count<\/strong> ke DataFrame yang berisi jumlah nilai dalam kolom bernama <strong>var1<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara menggunakan sintaksis ini dalam praktiknya.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Contoh: Tambahkan kolom angka di Pandas<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Misalkan kita memiliki pandas DataFrame berikut yang berisi informasi tentang berbagai pemain bola basket:<\/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\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'A', 'A', 'B', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">pos<\/span> ': ['Gu', 'Fo', 'Fo', 'Fo', 'Gu', 'Gu', 'Fo', 'Fo'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [18, 22, 19, 14, 14, 11, 20, 28]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team pos points\n0 A Gu 18\n1 A Fo 22\n2 A Fo 19\n3 B Fo 14\n4 B Gu 14\n5 B Gu 11\n6 B Fo 20\n7 B Fo 28<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Kita dapat menggunakan kode berikut untuk menambahkan kolom bernama <strong>team_count<\/strong> yang berisi jumlah setiap tim:<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#add column that shows total count of each team\n<span style=\"color: #000000;\">df[' <span style=\"color: #ff0000;\">team_count<\/span> '] = df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">team<\/span> ')[' <span style=\"color: #ff0000;\">team<\/span> ']. <span style=\"color: #3366ff;\">transform<\/span> (' <span style=\"color: #ff0000;\">count<\/span> ')\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team pos points team_count\n0 A Gu 18 3\n1 A Fo 22 3\n2 A Fo 19 3\n3 B Fo 14 5\n4 B Gu 14 5\n5 B Gu 11 5\n6 B Fo 20 5\n7 B Fo 28 5<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Terdapat <strong>3<\/strong> baris dengan nilai tim A dan <strong>5<\/strong> baris dengan nilai tim B.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Jadi:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Untuk setiap baris yang teamnya sama dengan A, nilai di kolom <strong>team_count<\/strong> adalah <strong>3<\/strong> .<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Untuk setiap baris yang teamnya sama dengan B, nilai di kolom <strong>team_count<\/strong> adalah <strong>5<\/strong> .<\/span><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Anda juga dapat menambahkan kolom \u201cakun\u201d yang mengelompokkan beberapa variabel.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Misalnya, kode berikut menunjukkan cara menambahkan kolom \u201chitungan\u201d yang mengelompokkan variabel <strong>tim<\/strong> dan <strong>pos<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#add column that shows total count of each team and position\n<span style=\"color: #000000;\">df[' <span style=\"color: #ff0000;\">team_pos_count<\/span> '] = df. <span style=\"color: #3366ff;\">groupby<\/span> ([' <span style=\"color: #ff0000;\">team<\/span> ', ' <span style=\"color: #ff0000;\">pos<\/span> ')[' <span style=\"color: #ff0000;\">team<\/span> ']. <span style=\"color: #3366ff;\">transform<\/span> (' <span style=\"color: #ff0000;\">count<\/span> ')\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team pos points team_pos_count\n0 A Gu 18 1\n1 A Fo 22 2\n2 A Fo 19 2\n3 B Fo 14 3\n4 B Gu 14 2\n5 B Gu 11 2\n6 B Fo 20 3\n7 B Fo 28 3\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Dari hasilnya kita dapat melihat:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Terdapat <strong>1<\/strong> baris yang berisi A pada kolom <strong>tim<\/strong> dan Gu pada kolom <strong>pos<\/strong> .<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Terdapat <strong>2<\/strong> baris yang berisi A pada kolom <strong>tim<\/strong> dan Fo pada kolom <strong>pos<\/strong> .<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Terdapat <strong>3<\/strong> baris yang berisi B pada kolom <strong>tim<\/strong> dan Fo pada kolom <strong>pos<\/strong> .<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Terdapat <strong>2<\/strong> baris yang berisi B pada kolom <strong>tim<\/strong> dan Gu pada kolom <strong>pos<\/strong> .<\/span><\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Tutorial berikut menjelaskan cara melakukan tugas umum lainnya di panda:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/nilai-kelompok-panda-berdasarkan-jumlah\/\" target=\"_blank\" rel=\"noopener\">Pandas: Cara menggunakan GroupBy dan penghitungan nilai<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/tempat-sampah-yang-dikelompokkan-berdasarkan-panda\/\" target=\"_blank\" rel=\"noopener\">Pandas: Cara menggunakan GroupBy dengan jumlah bin<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/panda-menghitung-nilai-di-kolom-dengan-kondisi\/\" target=\"_blank\" rel=\"noopener\">Pandas : Cara menghitung nilai pada kolom dengan syarat<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anda dapat menggunakan sintaks dasar berikut untuk menambahkan kolom &#8220;hitungan&#8221; ke DataFrame pandas: df[&#8216; var1_count &#8216;] = df. groupby (&#8216; var1 &#8216;)[&#8216; var1 &#8216;]. transform (&#8216; count &#8216;) Sintaks khusus ini menambahkan kolom bernama var1_count ke DataFrame yang berisi jumlah nilai dalam kolom bernama var1 . Contoh berikut menunjukkan cara menggunakan sintaksis ini dalam praktiknya. [&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>Bagaimana cara menambahkan kolom hitungan ke DataFrame Pandas \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara menambahkan kolom hitungan ke DataFrame pandas, dengan sebuah 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-menambahkan-kolom-hitungan\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Bagaimana cara menambahkan kolom hitungan ke DataFrame Pandas \u2013 Statorials\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara menambahkan kolom hitungan ke DataFrame pandas, dengan sebuah contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/panda-menambahkan-kolom-hitungan\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-18T14:21:08+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-menambahkan-kolom-hitungan\/\",\"url\":\"https:\/\/statorials.org\/id\/panda-menambahkan-kolom-hitungan\/\",\"name\":\"Bagaimana cara menambahkan kolom hitungan ke DataFrame Pandas \u2013 Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-18T14:21:08+00:00\",\"dateModified\":\"2023-07-18T14:21:08+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara menambahkan kolom hitungan ke DataFrame pandas, dengan sebuah contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/panda-menambahkan-kolom-hitungan\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/panda-menambahkan-kolom-hitungan\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/panda-menambahkan-kolom-hitungan\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Bagaimana cara menambahkan kolom angka ke pandas dataframe\"}]},{\"@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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