{"id":3567,"date":"2023-07-16T19:26:37","date_gmt":"2023-07-16T19:26:37","guid":{"rendered":"https:\/\/statorials.org\/id\/grup-panda-dengan-mengganti-nama-kolom\/"},"modified":"2023-07-16T19:26:37","modified_gmt":"2023-07-16T19:26:37","slug":"grup-panda-dengan-mengganti-nama-kolom","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/grup-panda-dengan-mengganti-nama-kolom\/","title":{"rendered":"Pandas: cara mengganti nama kolom di fungsi groupby"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Anda dapat menggunakan sintaks dasar berikut untuk mengganti nama kolom dalam fungsi <strong>groupby()<\/strong> di panda:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">group_col<\/span> '). <span style=\"color: #3366ff;\">agg<\/span> (sum_col1=(' <span style=\"color: #ff0000;\">col1<\/span> ', ' <span style=\"color: #ff0000;\">sum<\/span> '),\n                            mean_col2=(' <span style=\"color: #ff0000;\">col2<\/span> ', ' <span style=\"color: #ff0000;\">mean<\/span> '),\n                            max_col3=(' <span style=\"color: #ff0000;\">col3<\/span> ', ' <span style=\"color: #ff0000;\">max<\/span> '))\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Contoh khusus ini menghitung tiga kolom agregat dan menamainya <strong>sum_col1<\/strong> , <strong>Mean_col2<\/strong> , dan <strong>max_col3<\/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: Ganti nama kolom dalam fungsi Groupby di Pandas<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Misalkan kita memiliki panda DataFrame berikut:<\/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;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#createDataFrame\n<\/span>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> ': [30, 22, 19, 14, 14, 11, 20, 28],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 6, 6, 5, 8, 7, 7, 9],\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': [4, 13, 15, 10, 7, 7, 5, 11]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists rebounds\n0 to 30 5 4\n1 to 22 6 13\n2 A 19 6 15\n3 A 14 5 10\n4 B 14 8 7\n5 B 11 7 7\n6 B 20 7 5\n7 B 28 9 11\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan sintaks berikut untuk mengelompokkan baris berdasarkan kolom <strong>tim<\/strong> dan kemudian menghitung tiga kolom agregat sambil memberikan nama spesifik untuk kolom agregat:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#calculate several aggregated columns by group and rename aggregated columns\n<\/span>df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">team<\/span> '). <span style=\"color: #3366ff;\">agg<\/span> (sum_points=(' <span style=\"color: #ff0000;\">points<\/span> ', ' <span style=\"color: #ff0000;\">sum<\/span> '),\n                       mean_assists=(' <span style=\"color: #ff0000;\">assists<\/span> ', ' <span style=\"color: #ff0000;\">mean<\/span> '),\n                       max_rebounds=(' <span style=\"color: #ff0000;\">rebounds<\/span> ', ' <span style=\"color: #ff0000;\">max<\/span> '))\n\n\tsum_points mean_assists max_rebounds\nteam\t\t\t\nA 85 5.50 15\nB 73 7.75 11\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa tiga kolom gabungan memiliki nama khusus yang kami berikan di fungsi <strong>agg()<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Perhatikan juga bahwa kita dapat menggunakan fungsi NumPy untuk menghitung jumlah, nilai rata-rata, dan maksimum dalam fungsi <strong>agg()<\/strong> jika kita mau.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np<\/span>\n\n#calculate several aggregated columns by group and rename aggregated columns\n<\/span>df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">team<\/span> '). <span style=\"color: #3366ff;\">agg<\/span> (sum_points=(' <span style=\"color: #ff0000;\">points<\/span> ', np. <span style=\"color: #3366ff;\">sum<\/span> ),\n                       mean_assists=(' <span style=\"color: #ff0000;\">assists<\/span> ', np. <span style=\"color: #3366ff;\">mean<\/span> ),\n                       max_rebounds=(' <span style=\"color: #ff0000;\">rebounds<\/span> ', np. <span style=\"color: #3366ff;\">max<\/span> ))\n\n\tsum_points mean_assists max_rebounds\nteam\t\t\t\nA 85 5.50 15\nB 73 7.75 11<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Hasil ini sesuai dengan contoh sebelumnya.<\/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\/nama-kolom-daftar-panda\/\" target=\"_blank\" rel=\"noopener\">Cara membuat daftar semua nama kolom di Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/panda-mengurutkan-kolom-berdasarkan-nama\/\" target=\"_blank\" rel=\"noopener\">Cara mengurutkan kolom berdasarkan nama di Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/panda-menjatuhkan-kolom-duplikat\/\" target=\"_blank\" rel=\"noopener\">Cara menghapus kolom duplikat di Pandas<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anda dapat menggunakan sintaks dasar berikut untuk mengganti nama kolom dalam fungsi groupby() di panda: df. groupby (&#8216; group_col &#8216;). agg (sum_col1=(&#8216; col1 &#8216;, &#8216; sum &#8216;), mean_col2=(&#8216; col2 &#8216;, &#8216; mean &#8216;), max_col3=(&#8216; col3 &#8216;, &#8216; max &#8216;)) Contoh khusus ini menghitung tiga kolom agregat dan menamainya sum_col1 , Mean_col2 , dan max_col3 . [&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 mengganti nama kolom di fungsi Groupby - Statorials<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara mengganti nama kolom dalam fungsi groupby di panda, 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\/grup-panda-dengan-mengganti-nama-kolom\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas: Cara mengganti nama kolom di fungsi Groupby - Statorials\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara mengganti nama kolom dalam fungsi groupby di panda, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/grup-panda-dengan-mengganti-nama-kolom\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-16T19:26:37+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\/grup-panda-dengan-mengganti-nama-kolom\/\",\"url\":\"https:\/\/statorials.org\/id\/grup-panda-dengan-mengganti-nama-kolom\/\",\"name\":\"Pandas: Cara mengganti nama kolom di fungsi Groupby - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-16T19:26:37+00:00\",\"dateModified\":\"2023-07-16T19:26:37+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara mengganti nama kolom dalam fungsi groupby di panda, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/grup-panda-dengan-mengganti-nama-kolom\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/grup-panda-dengan-mengganti-nama-kolom\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/grup-panda-dengan-mengganti-nama-kolom\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pandas: cara mengganti nama kolom di fungsi groupby\"}]},{\"@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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