{"id":4068,"date":"2023-07-13T19:47:05","date_gmt":"2023-07-13T19:47:05","guid":{"rendered":"https:\/\/statorials.org\/id\/urutan-boxplot-x-sumbu-seaborn\/"},"modified":"2023-07-13T19:47:05","modified_gmt":"2023-07-13T19:47:05","slug":"urutan-boxplot-x-sumbu-seaborn","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/urutan-boxplot-x-sumbu-seaborn\/","title":{"rendered":"Cara mengurutkan plot kotak pada sumbu x di seaborn"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Anda dapat menggunakan metode berikut untuk mengubah urutan plot kotak sepanjang sumbu x di Seaborn:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Metode 1: Urutkan Plot Kotak Menggunakan Pesanan Khusus<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sns. <span style=\"color: #3366ff;\">boxplot<\/span> (x=' <span style=\"color: #ff0000;\">group_var<\/span> ', y=' <span style=\"color: #ff0000;\">values_var<\/span> ', data=df, order=[' <span style=\"color: #ff0000;\">A<\/span> ',' <span style=\"color: #ff0000;\">B<\/span> ',' <span style=\"color: #ff0000;\">C<\/span> '])<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Metode 2: Urutkan Plot Kotak Menggunakan Metrik<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>group_means=df. <span style=\"color: #3366ff;\">groupby<\/span> ([' <span style=\"color: #ff0000;\">group_var<\/span> '])[' <span style=\"color: #ff0000;\">values_var<\/span> ']. <span style=\"color: #3366ff;\">mean<\/span> (). <span style=\"color: #3366ff;\">sort_values<\/span> (ascending= <span style=\"color: #008000;\">True<\/span> )\n\nsns. <span style=\"color: #3366ff;\">boxplot<\/span> (x=' <span style=\"color: #ff0000;\">group_var<\/span> ', y=' <span style=\"color: #ff0000;\">values_var<\/span> ', data=df, order=group_means. <span style=\"color: #3366ff;\">index<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara menggunakan masing-masing metode dalam praktik dengan panda DataFrame berikut yang menunjukkan poin yang dicetak oleh pemain bola basket dari tiga tim berbeda:<\/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', 'A', 'A', 'B', 'B', 'B',\n                            'B', 'B', 'C', 'C', 'C', 'C', 'C'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [3, 4, 6, 8, 9, 10, 13, 16, 18, 20, 8, 9, 12, 13, 15]})\n\n<span style=\"color: #008080;\">#view head of DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">df.head<\/span> ())\n\n  team points\n0 to 3\n1 to 4\n2 to 6\n3 to 8\n4 to 9\n<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>Contoh 1: Memesan plot kotak menggunakan pesanan khusus<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara membuat boxplot untuk memvisualisasikan distribusi poin untuk setiap tim dan mengurutkan boxplot tersebut dengan urutan sebagai berikut berdasarkan nama tim: C, A, B.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#create boxplots with custom order\n<\/span>sns. <span style=\"color: #3366ff;\">boxplot<\/span> (x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">points<\/span> ', data=df, order=[' <span style=\"color: #ff0000;\">C<\/span> ', ' <span style=\"color: #ff0000;\">A<\/span> ', ' <span style=\"color: #ff0000;\">B<\/span> '])\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-32422 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/boeuf1.png\" alt=\"\" width=\"537\" height=\"400\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa plot kotak diurutkan sepanjang sumbu x sesuai urutan yang kami tentukan.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Contoh 2: Mengurutkan Plot Kotak Menggunakan Metrik<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara membuat diagram kotak untuk memvisualisasikan distribusi poin untuk setiap tim dan mengurutkan diagram kotak dalam urutan menaik berdasarkan rata-rata poin yang dicetak per tim:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#calculate mean points by team\n<\/span>mean_by_team = df. <span style=\"color: #3366ff;\">groupby<\/span> ([' <span style=\"color: #ff0000;\">team<\/span> '])[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">mean<\/span> (). <span style=\"color: #3366ff;\">sort_values<\/span> (ascending= <span style=\"color: #008000;\">True<\/span> )\n\n<span style=\"color: #008080;\">#create boxplots ordered by mean points (ascending)\n<\/span>sns. <span style=\"color: #3366ff;\">boxplot<\/span> (x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">points<\/span> ', data=df, order=mean_by_team. <span style=\"color: #3366ff;\">index<\/span> )\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-32423 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/boeuf2.png\" alt=\"\" width=\"548\" height=\"401\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa plot kotak diurutkan sepanjang sumbu x berdasarkan nilai poin rata-rata per tim dalam urutan menaik.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Untuk menampilkan plot kotak dalam urutan menurun, cukup tentukan <strong>ascending=False<\/strong> dalam fungsi <strong>sort_values()<\/strong> :<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #000000;\">import seaborn as sns\n\n<span style=\"color: #008080;\">#calculate mean points by team\n<\/span>mean_by_team = df. <span style=\"color: #3366ff;\">groupby<\/span> ([' <span style=\"color: #ff0000;\">team<\/span> '])[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">mean<\/span> (). <span style=\"color: #3366ff;\">sort_values<\/span> (ascending= <span style=\"color: #008000;\">False<\/span> )\n\n<span style=\"color: #008080;\">#create boxplots ordered by mean points (descending)\n<\/span>sns. <span style=\"color: #3366ff;\">boxplot<\/span> (x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">points<\/span> ', data=df, order=mean_by_team. <span style=\"color: #3366ff;\">index<\/span> )<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-32424 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/boeuf3.png\" alt=\"\" width=\"546\" height=\"406\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Plot kotak sekarang diurutkan sepanjang sumbu x berdasarkan nilai poin rata-rata per tim dalam urutan menurun.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Catatan<\/strong> : Untuk mengurutkan plot kotak berdasarkan metrik yang berbeda (misalnya median), cukup tentukan metrik tersebut setelah fungsi <strong>groupby()<\/strong> pada kode di atas.<\/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 menjalankan fungsi umum lainnya di seaborn:<\/span><\/p>\n<p> Cara menghilangkan outlier dari plot kotak Seaborn<br \/> <a href=\"https:\/\/statorials.org\/id\/plot-kotak-beberapa-kolom\/\" target=\"_blank\" rel=\"noopener\">Cara membuat plot kotak multi-kolom di Seaborn<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anda dapat menggunakan metode berikut untuk mengubah urutan plot kotak sepanjang sumbu x di Seaborn: Metode 1: Urutkan Plot Kotak Menggunakan Pesanan Khusus sns. boxplot (x=&#8217; group_var &#8216;, y=&#8217; values_var &#8216;, data=df, order=[&#8216; A &#8216;,&#8217; B &#8216;,&#8217; C &#8216;]) Metode 2: Urutkan Plot Kotak Menggunakan Metrik group_means=df. groupby ([&#8216; group_var &#8216;])[&#8216; values_var &#8216;]. mean (). [&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 mengurutkan plot kotak pada sumbu x di Seaborn - Statorials<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara mengurutkan plot kotak pada sumbu x di Seaborn, 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\/urutan-boxplot-x-sumbu-seaborn\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara mengurutkan plot kotak pada sumbu x di Seaborn - Statorials\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara mengurutkan plot kotak pada sumbu x di Seaborn, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/urutan-boxplot-x-sumbu-seaborn\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-13T19:47:05+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/boeuf1.png\" \/>\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\/urutan-boxplot-x-sumbu-seaborn\/\",\"url\":\"https:\/\/statorials.org\/id\/urutan-boxplot-x-sumbu-seaborn\/\",\"name\":\"Cara mengurutkan plot kotak pada sumbu x di Seaborn - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-13T19:47:05+00:00\",\"dateModified\":\"2023-07-13T19:47:05+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara mengurutkan plot kotak pada sumbu x di Seaborn, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/urutan-boxplot-x-sumbu-seaborn\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/urutan-boxplot-x-sumbu-seaborn\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/urutan-boxplot-x-sumbu-seaborn\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara mengurutkan plot kotak pada sumbu x di seaborn\"}]},{\"@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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