{"id":2288,"date":"2023-07-22T22:28:49","date_gmt":"2023-07-22T22:28:49","guid":{"rendered":"https:\/\/statorials.org\/id\/menggabungkan-beberapa-bingkai-data-di-r\/"},"modified":"2023-07-22T22:28:49","modified_gmt":"2023-07-22T22:28:49","slug":"menggabungkan-beberapa-bingkai-data-di-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/menggabungkan-beberapa-bingkai-data-di-r\/","title":{"rendered":"Cara menggabungkan beberapa frame data di r (dengan contoh)"},"content":{"rendered":"

<\/p>\n

\n

Anda dapat menggunakan salah satu dari dua metode untuk menggabungkan beberapa bingkai data di R:<\/span><\/p>\n

Metode 1: Gunakan Basis R<\/strong><\/span><\/p>\n

 #put all data frames into list\n<\/span>df_list <- list(df1, df2, df3)\n\n#merge all data frames into list\n<\/span>Reduce(function(x, y) merge(x, y, all= TRUE<\/span> ), df_list)<\/span>\n<\/span><\/strong><\/pre>\n
 Metode 2: Gunakan Tidyverse<\/strong><\/span><\/p>\n
 library<\/span> (tidyverse)<\/span>\n\n#put all data frames into list\n<\/span>df_list <- list(df1, df2, df3)\n\n#merge all data frames into list\n<\/span>df_list %>% reduce(full_join, by=' variable_name<\/span> ')\n<\/span><\/span><\/strong><\/pre>\n
 Contoh berikut menunjukkan cara menggunakan masing-masing metode dalam praktik.<\/span><\/p>\n
 Metode 1: Gabungkan Beberapa Bingkai Data Menggunakan Basis R<\/strong><\/span><\/h3>\n
 Misalkan kita memiliki frame data berikut di R:<\/span><\/p>\n
 #define data frames\n<\/span>df1 <- data. frame<\/span> (id=c(1, 2, 3, 4, 5),\n                  revenue=c(34, 36, 40, 49, 43))\n\ndf2 <- data. frame<\/span> (id=c(1, 2, 5, 6, 7),\n                  expenses=c(22, 26, 31, 40, 20))\n\ndf3 <- data. frame<\/span> (id=c(1, 2, 4, 5, 7),\n                  profit=c(12, 10, 14, 12, 9))<\/span><\/span><\/strong>\n<\/pre>\n
 Kita dapat menggunakan sintaks berikut untuk menggabungkan semua frame data menggunakan fungsi dasar R:<\/span><\/p>\n
 #put all data frames into list\n<\/span>df_list <- list(df1, df2, df3)      \n\n#merge all data frames together\n<\/span>Reduce(function(x, y) merge(x, y, all= TRUE<\/span> ), df_list)  \n\n  id revenue expenses profit\n1 1 34 22 12\n2 2 36 26 10\n3 3 40 NA NA\n4 4 49 NA 14\n5 5 43 31 12\n6 6 NA 40 NA\n7 7 NA 20 9<\/span><\/span><\/strong><\/pre>\n
 Perhatikan bahwa setiap nilai “id” dari setiap blok data asli disertakan dalam blok data akhir.<\/span><\/p>\n
 Metode 2: Gabungkan Beberapa Bingkai Data Menggunakan Tidyverse<\/strong><\/span><\/h3>\n
 Misalkan kita memiliki frame data berikut di R:<\/span><\/p>\n
 #define data frames\n<\/span>df1 <- data. frame<\/span> (id=c(1, 2, 3, 4, 5),\n                  revenue=c(34, 36, 40, 49, 43))\n\ndf2 <- data. frame<\/span> (id=c(1, 2, 5, 6, 7),\n                  expenses=c(22, 26, 31, 40, 20))\n\ndf3 <- data. frame<\/span> (id=c(1, 2, 4, 5, 7),\n                  profit=c(12, 10, 14, 12, 9))<\/span><\/span><\/strong>\n<\/pre>\n
 Kita dapat menggunakan sintaks berikut untuk menggabungkan semua bingkai data menggunakan fungsi dari Tidyverse<\/a> \u2013 kumpulan paket yang dirancang untuk ilmu data di R:<\/span><\/p>\n
 library<\/span> (tidyverse)<\/span>\n\n#put all data frames into list\n<\/span>df_list <- list(df1, df2, df3)      \n\n#merge all data frames together\n<\/span>df_list %>% reduce(full_join, by=' id<\/span> ')\n\n  id revenue expenses profit\n1 1 34 22 12\n2 2 36 26 10\n3 3 40 NA NA\n4 4 49 NA 14\n5 5 43 31 12\n6 6 NA 40 NA\n7 7 NA 20 9<\/span><\/span><\/strong><\/pre>\n
 Perhatikan bahwa bingkai data akhir cocok dengan bingkai data yang kami hasilkan menggunakan metode pertama.<\/span><\/p>\n
 Catatan<\/strong> : Pendekatan Tidyverse akan terasa lebih cepat jika Anda bekerja dengan bingkai data yang sangat besar.<\/span><\/p>\n
 Sumber daya tambahan<\/strong><\/span><\/h3>\n
 Tutorial berikut menjelaskan cara menjalankan fungsi umum lainnya di R:<\/span><\/p>\n
 Cara menggabungkan bingkai data berdasarkan beberapa kolom di R
 Cara menumpuk kolom bingkai data di R<\/a>
 Cara menggunakan anti_join di R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
Anda dapat menggunakan salah satu dari dua metode untuk menggabungkan beberapa bingkai data di R: Metode 1: Gunakan Basis R #put all data frames into list df_list <- list(df1, df2, df3) #merge all data frames into list Reduce(function(x, y) merge(x, y, all= TRUE ), df_list) Metode 2: Gunakan Tidyverse library (tidyverse) #put all data frames […]<\/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":"\nCara Menggabungkan Beberapa Frame Data di R (dengan Contoh) - Statologi<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara menggabungkan beberapa frame data di R, 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\/menggabungkan-beberapa-bingkai-data-di-r\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara Menggabungkan Beberapa Frame Data di R (dengan Contoh) - Statologi\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara menggabungkan beberapa frame data di R, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/menggabungkan-beberapa-bingkai-data-di-r\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-22T22:28:49+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\/menggabungkan-beberapa-bingkai-data-di-r\/\",\"url\":\"https:\/\/statorials.org\/id\/menggabungkan-beberapa-bingkai-data-di-r\/\",\"name\":\"Cara Menggabungkan Beberapa Frame Data di R (dengan Contoh) - Statologi\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-22T22:28:49+00:00\",\"dateModified\":\"2023-07-22T22:28:49+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara menggabungkan beberapa frame data di R, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/menggabungkan-beberapa-bingkai-data-di-r\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/menggabungkan-beberapa-bingkai-data-di-r\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/menggabungkan-beberapa-bingkai-data-di-r\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara menggabungkan beberapa frame data di r (dengan contoh)\"}]},{\"@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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