{"id":1890,"date":"2023-07-24T14:07:38","date_gmt":"2023-07-24T14:07:38","guid":{"rendered":"https:\/\/statorials.org\/id\/garis-tren-ggplot\/"},"modified":"2023-07-24T14:07:38","modified_gmt":"2023-07-24T14:07:38","slug":"garis-tren-ggplot","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/garis-tren-ggplot\/","title":{"rendered":"Cara membuat plot garis tren di ggplot2 (dengan contoh)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Anda dapat menggunakan sintaks dasar berikut untuk menggambar garis tren pada plot di ggplot2:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>ggplot(df, aes(x=xvar, y=yvar)) +\n    geom_point() +\n    geom_smooth(method=lm) <span style=\"color: #008080;\">#add linear trend line\n<\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara menggunakan sintaksis ini dalam praktiknya dengan bingkai data berikut:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (x=c(1, 2, 3, 3, 5, 7, 9),\n                 y=c(8, 14, 18, 25, 29, 33, 25))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  xy\n1 1 8\n2 2 14\n3 3 18\n4 3 25\n5 5 29\n6 7 33\n7 9 25<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 1: Tambahkan Garis Tren Linier<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menambahkan garis tren linier ke sebar di ggplot2:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\nggplot(df, aes(x=x, y=y)) +\n    geom_point() +\n    geom_smooth(method=lm) <span style=\"color: #008080;\">#add linear trend line<\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18087 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/tendance1-1.png\" alt=\"\" width=\"466\" height=\"459\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 2: Tambahkan garis tren linier dan tentukan wilayah kepercayaan<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan argumen <strong>level<\/strong> untuk menentukan tingkat kepercayaan yang akan digunakan untuk wilayah kepercayaan yang diarsir dalam grafik:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\nggplot(df, aes(x=x, y=y)) +\n    geom_point() +\n    geom_smooth(method=lm, level= <span style=\"color: #008000;\">0.99<\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18091 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/tendance4-1.png\" alt=\"\" width=\"465\" height=\"469\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa tingkat kepercayaan default adalah 0,95. Dengan menetapkan tingkat kepercayaan sebesar 0,99, wilayah kepercayaan yang diarsir pada grafik menjadi lebih besar.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 3: Tambahkan Garis Tren Linier dan Wilayah Tanpa Keyakinan<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan argumen <strong>se=FALSE<\/strong> untuk menyembunyikan wilayah kepercayaan yang diarsir di sekitar garis tren:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\nggplot(df, aes(x=x, y=y)) +\n    geom_point() +\n    geom_smooth(method=lm, se= <span style=\"color: #008000;\">FALSE <span style=\"color: #000000;\">, col=' <span style=\"color: #ff0000;\">red<\/span> ', size= <span style=\"color: #008000;\">2<\/span><\/span><\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18088 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/tendance2.png\" alt=\"\" width=\"440\" height=\"440\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 4: Tambahkan Garis Tren Melengkung<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Jika kita tidak menentukan metode yang akan digunakan untuk <strong>geom_smooth()<\/strong> , garis lengkung loess akan digunakan secara default:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\nggplot(df, aes(x=x, y=y)) +\n    geom_point() +\n    geom_smooth()<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Anda dapat menemukan dokumentasi online lengkap untuk fungsi <strong>geom_smooth()<\/strong> <a href=\"https:\/\/ggplot2.tidyverse.org\/reference\/geom_smooth.html\" target=\"_blank\" rel=\"noopener\">di sini<\/a> .<\/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 melakukan operasi lain yang umum digunakan di ggplot2:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/ketebalan-garis-ggplot\/\" target=\"_blank\" rel=\"noopener\">Cara mengatur ketebalan garis di ggplot2<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/tetapkan-batas-sumbu-ggplot2\/\" target=\"_blank\" rel=\"noopener\">Cara menetapkan batas sumbu di ggplot2<\/a><br \/> Cara menghapus garis kisi di ggplot2<br \/> <a href=\"https:\/\/statorials.org\/id\/warna-latar-belakang-ggplot\/\" target=\"_blank\" rel=\"noopener\">Cara mengubah warna latar belakang di ggplot2<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anda dapat menggunakan sintaks dasar berikut untuk menggambar garis tren pada plot di ggplot2: ggplot(df, aes(x=xvar, y=yvar)) + geom_point() + geom_smooth(method=lm) #add linear trend line Contoh berikut menunjukkan cara menggunakan sintaksis ini dalam praktiknya dengan bingkai data berikut: #create data frame df &lt;- data. frame (x=c(1, 2, 3, 3, 5, 7, 9), y=c(8, 14, 18, [&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 - 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