{"id":3075,"date":"2023-07-19T08:19:16","date_gmt":"2023-07-19T08:19:16","guid":{"rendered":"https:\/\/statorials.org\/id\/r-gabungkan-file-csv\/"},"modified":"2023-07-19T08:19:16","modified_gmt":"2023-07-19T08:19:16","slug":"r-gabungkan-file-csv","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/r-gabungkan-file-csv\/","title":{"rendered":"Cara menggabungkan beberapa file csv di r (contoh langkah demi langkah)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">Anda dapat menggunakan sintaks dasar berikut untuk mengimpor dan menggabungkan beberapa file CSV yang terletak di folder yang sama di R:<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df &lt;- list. <span style=\"color: #3366ff;\">files<\/span> (path=' <span style=\"color: #ff0000;\">C:\/my\/path\/to\/files<\/span> ') %&gt;% \n  lapply(read_csv) %&gt;% \n  bind_rows\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Contoh langkah demi langkah berikut menunjukkan cara menggunakan sintaksis ini dalam praktiknya.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Langkah 1: Buat dan ekspor beberapa bingkai data<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Pertama, kita akan menggunakan kode berikut untuk membuat dan mengekspor tiga bingkai data ke file CSV:<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create three data frames\n<span style=\"color: #000000;\">df1 &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (points=c(4, 5, 5, 6, 8, 9),\n                  assists=c(3, 2, 4, 4, 6, 3))\n\ndf2 &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (points=c(2, 10, 14, 15),\n                  assists=c(3, 2, 9, 3))\n\ndf3 &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (dots=c(6, 8, 9),\n                  assists=c(10, 6, 4))<\/span>\n\n#export all three data frames to CSV files\n<span style=\"color: #000000;\">write.write. <span style=\"color: #3366ff;\">csv<\/span> (df1, ' <span style=\"color: #ff0000;\">C:\/Users\/bob\/Documents\/my_data_files\/df1.csv<\/span> ', <span style=\"color: #3366ff;\">row.names<\/span> = <span style=\"color: #008000;\">FALSE<\/span> )\nwrite.write. <span style=\"color: #3366ff;\">csv<\/span> (df2, ' <span style=\"color: #ff0000;\">C:\/Users\/bob\/Documents\/my_data_files\/df2.csv<\/span> ', <span style=\"color: #3366ff;\">row.names<\/span> = <span style=\"color: #008000;\">FALSE<\/span> )\nwrite.write. <span style=\"color: #3366ff;\">csv<\/span> (df3, ' <span style=\"color: #ff0000;\">C:\/Users\/bob\/Documents\/my_data_files\/df3.csv<\/span> ', <span style=\"color: #3366ff;\">row.names<\/span> = <span style=\"color: #008000;\">FALSE<\/span> )\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Saya dapat menavigasi ke folder ini dan melihat bahwa ketiga file CSV berhasil diekspor:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-26328 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/fusioncsv1.jpg\" alt=\"\" width=\"574\" height=\"459\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Langkah 2: Impor dan gabungkan beberapa file CSV<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Selanjutnya, kita akan menggunakan kode berikut untuk mengimpor dan menggabungkan tiga file CSV ke dalam satu bingkai data di R:<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (dplyr)\n<span style=\"color: #008000;\">library<\/span> (readr)\n\n<span style=\"color: #008080;\">#import and merge all three CSV files into one data frame\n<\/span>df &lt;- list. <span style=\"color: #3366ff;\">files<\/span> (path=' <span style=\"color: #ff0000;\">C:\/Users\/bob\/Documents\/my_data_files<\/span> ') %&gt;% \n  lapply(read_csv) %&gt;% \n  bind_rows \n\n<span style=\"color: #008080;\">#view resulting data frame\n<\/span>df\n\n# A tibble: 13 x 2\n   assist points\n       \n 1 4 3\n 2 5 2\n 3 5 4\n 4 6 4\n 5 8 6\n 6 9 3\n 7 2 3\n 8 10 2\n 9 14 9\n10 15 3\n11 6 10\n12 8 6\n13 9 4<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa ketiga file CSV telah berhasil digabungkan menjadi satu bingkai data.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Terlihat frame data yang dihasilkan memiliki 13 baris dan 2 kolom.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Catatan<\/strong> : Jika frame data tidak memiliki nama kolom yang cocok, R akan selalu menggabungkan semua frame data dan cukup mengisi nilai yang hilang dengan nilai <strong>NA<\/strong> .<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Tutorial berikut menjelaskan cara menggunakan tipe file lain di R:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/impor-excel-ke-r\/\" target=\"_blank\" rel=\"noopener\">Cara mengimpor file Excel ke R<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/impor-tsv-ke-r\/\" target=\"_blank\" rel=\"noopener\">Cara mengimpor file TSV ke R<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/membaca-file-zip-di-r\/\" target=\"_blank\" rel=\"noopener\">Cara mengimpor file Zip ke R<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/impor-sas-ke-r\/\" target=\"_blank\" rel=\"noopener\">Cara mengimpor file SAS ke R<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/impor-file-data-ke-r\/\" target=\"_blank\" rel=\"noopener\">Cara mengimpor file .dta ke R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anda dapat menggunakan sintaks dasar berikut untuk mengimpor dan menggabungkan beberapa file CSV yang terletak di folder yang sama di R: df &lt;- list. files (path=&#8217; C:\/my\/path\/to\/files &#8216;) %&gt;% lapply(read_csv) %&gt;% bind_rows Contoh langkah demi langkah berikut menunjukkan cara menggunakan sintaksis ini dalam praktiknya. Langkah 1: Buat dan ekspor beberapa bingkai data Pertama, kita akan [&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>Cara menggabungkan beberapa file CSV di R (contoh langkah demi langkah) - Statorials<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara menggabungkan beberapa file CSV di R, termasuk contoh langkah demi langkah.\" \/>\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\/r-gabungkan-file-csv\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara menggabungkan beberapa file CSV di R (contoh langkah demi langkah) - Statorials\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara menggabungkan beberapa file CSV di R, termasuk contoh langkah demi langkah.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/r-gabungkan-file-csv\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-19T08:19:16+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/fusioncsv1.jpg\" \/>\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\/r-gabungkan-file-csv\/\",\"url\":\"https:\/\/statorials.org\/id\/r-gabungkan-file-csv\/\",\"name\":\"Cara menggabungkan beberapa file CSV di R (contoh langkah demi langkah) - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-19T08:19:16+00:00\",\"dateModified\":\"2023-07-19T08:19:16+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara menggabungkan beberapa file CSV di R, termasuk contoh langkah demi langkah.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/r-gabungkan-file-csv\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/r-gabungkan-file-csv\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/r-gabungkan-file-csv\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara menggabungkan beberapa file csv di r (contoh langkah demi langkah)\"}]},{\"@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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