{"id":2238,"date":"2023-07-23T03:16:00","date_gmt":"2023-07-23T03:16:00","guid":{"rendered":"https:\/\/statorials.org\/id\/subplot-kelautan\/"},"modified":"2023-07-23T03:16:00","modified_gmt":"2023-07-23T03:16:00","slug":"subplot-kelautan","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/subplot-kelautan\/","title":{"rendered":"Cara membuat subplot di seaborn (dengan contoh)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Anda dapat menggunakan sintaks dasar berikut untuk membuat subplot di pustaka visualisasi data <a href=\"https:\/\/seaborn.pydata.org\/\" target=\"_blank\" rel=\"noopener\">Seaborn<\/a> dengan Python:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#define dimensions of subplots (rows, columns)\n<\/span>fig, axes = plt. <span style=\"color: #3366ff;\">subplots<\/span> (2, 2)\n\n<span style=\"color: #008080;\">#create chart in each subplot\n<\/span>sns. <span style=\"color: #3366ff;\">boxplot<\/span> (data=df, x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">points<\/span> ', ax=axes[0,0])\nsns. <span style=\"color: #3366ff;\">boxplot<\/span> (data=df, x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">assists<\/span> ', ax=axes[0,1])\n\n...\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara menggunakan sintaksis ini dalam praktiknya.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh: Membuat Subplot di Seaborn<\/strong><\/span><\/h3>\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;\">#createDataFrame<span style=\"color: #000000;\">\ndf = 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> ': [19, 12, 15, 14, 19, 23, 25, 29],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [13, 15, 11, 8, 6, 8, 11, 14],\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': [11, 7, 8, 12, 13, 7, 6, 8],\n                   ' <span style=\"color: #ff0000;\">blocks<\/span> ': [1, 2, 2, 3, 5, 4, 3, 3]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists rebounds blocks\n0 A 19 13 11 1\n1 A 12 15 7 2\n2 A 15 11 8 2\n3 A 14 8 12 3\n4 B 19 6 13 5\n5 B 23 8 7 4\n6 B 25 11 6 3\n7 B 29 14 8 3<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menentukan wilayah plot dengan dua baris dan dua kolom dan membuat plot kotak di setiap subplot untuk masing-masing dari empat variabel numerik di DataFrame:<\/span> <\/p>\n<pre style=\"background-color: #ececec;\"> <span style=\"font-size: 15px; color: #008000; font-weight: bold;\">import<\/span> <span style=\"font-size: 15px;\"><b>matplotlib.<\/b><\/span> <span style=\"font-size: 15px; color: #3366ff; font-weight: bold;\">pyplot<\/span><b> <\/b><span style=\"font-size: 15px; color: #008000; font-weight: bold;\">as<\/span> <span style=\"font-size: 15px;\"><b>plt\n<\/b><\/span><span style=\"font-size: 15px; color: #008000; font-weight: bold;\">import<\/span> <span style=\"font-size: 15px;\"><b>seaborn<\/b><\/span> <span style=\"font-size: 15px; color: #008000; font-weight: bold;\">as<\/span> <span style=\"font-size: 15px;\"><b>sns\n\n<span style=\"color: #008080;\">#set seaborn plotting aesthetics as default<\/span>\n<\/b><\/span><span style=\"font-size: 15px;\"><b>sns.<\/b><\/span> <span style=\"font-size: 15px; color: #3366ff; font-weight: bold;\">set<\/span> <span style=\"font-size: 15px;\"><b>()\n\n<span style=\"color: #008080;\">#define plotting region (2 rows, 2 columns)\n<\/span>fig, axes = plt.<\/b><\/span> <span style=\"font-size: 15px; color: #3366ff; font-weight: bold;\">subplots<\/span> <span style=\"font-size: 15px;\"><b>(2, 2)\n\n<\/b><\/span><span style=\"font-size: 15px; color: #008080; font-weight: bold;\">#create boxplot in each subplot\n<\/span><span style=\"font-size: 15px;\"><b>sns. <span style=\"color: #3366ff;\">boxplot<\/span> (data=df, x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">points<\/span> ', ax=axes[0,0])\nsns. <span style=\"color: #3366ff;\">boxplot<\/span> (data=df, x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">assists<\/span> ', ax=axes[0,1])\nsns. <span style=\"color: #3366ff;\">boxplot<\/span> (data=df, x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">rebounds<\/span> ', ax=axes[1,0])\nsns. <span style=\"color: #3366ff;\">boxplot<\/span> (data=df, x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">blocks<\/span> ', ax=axes[1,1])\n<\/b><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-20473\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seabornsub1.png\" alt=\"subplot laut dengan Python\" width=\"636\" height=\"465\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Dalam contoh ini, kita membuat wilayah plot dengan dua baris dan dua kolom dan mengisi setiap subplot dengan plot kotak.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Namun, kita dapat menggunakan sintaks serupa untuk membuat wilayah plot dengan dimensi berbeda dan mengisi subplot dengan grafik berbeda.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Misalnya, kode berikut menunjukkan cara membuat wilayah plot dengan satu baris dan dua kolom dan mengisi setiap plot dengan plot biola:<\/span> <\/p>\n<pre style=\"background-color: #ececec;\"> <span style=\"font-size: 15px; color: #008000; font-weight: bold;\">import<\/span> <span style=\"font-size: 15px;\"><b>matplotlib.<\/b><\/span> <span style=\"font-size: 15px; color: #3366ff; font-weight: bold;\">pyplot<\/span><b> <\/b><span style=\"font-size: 15px; color: #008000; font-weight: bold;\">as<\/span> <span style=\"font-size: 15px;\"><b>plt\n<\/b><\/span><span style=\"font-size: 15px; color: #008000; font-weight: bold;\">import<\/span> <span style=\"font-size: 15px;\"><b>seaborn<\/b><\/span> <span style=\"font-size: 15px; color: #008000; font-weight: bold;\">as<\/span> <span style=\"font-size: 15px;\"><b>sns\n\n<span style=\"color: #008080;\">#set seaborn plotting<\/span><\/b><\/span> <span style=\"color: #008080;\"><span style=\"font-size: 15px;\"><b>aesthetics<\/b><\/span><\/span> <span style=\"font-size: 15px;\"><b><span style=\"color: #008080;\">as default\n<\/span>sns.<\/b><\/span> <span style=\"font-size: 15px; color: #3366ff; font-weight: bold;\">set<\/span> <span style=\"font-size: 15px;\"><b>()\n\n<span style=\"color: #008080;\">#define plotting region (1 row, 2 columns)\n<\/span>fig, axes = plt.<\/b><\/span> <span style=\"font-size: 15px; color: #3366ff; font-weight: bold;\">subplots<\/span> <span style=\"font-size: 15px;\"><b>(1, 2)\n\n<\/b><\/span><span style=\"font-size: 15px; color: #008080; font-weight: bold;\">#create boxplot in each subplot\n<\/span><span style=\"font-size: 15px;\"><b>sns. <span style=\"color: #3366ff;\">violinplot<\/span> (data=df, x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">points<\/span> ', ax=axes[0])\nsns. <span style=\"color: #3366ff;\">violinplot<\/span> (data=df, x=' <span style=\"color: #ff0000;\">team<\/span> ', y=' <span style=\"color: #ff0000;\">assists<\/span> ', ax=axes[1])\n<\/b><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20474 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seabornsub2.png\" alt=\"\" width=\"545\" height=\"382\" srcset=\"\" sizes=\"\"><\/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 fungsi umum lainnya di seaborn:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/judul-kelautan\/\" target=\"_blank\" rel=\"noopener\">Cara Menambahkan Judul ke Plot Seaborn<\/a><br \/> Bagaimana cara menyimpan plot Seaborn ke file<br \/> <a href=\"https:\/\/statorials.org\/id\/posisi-legenda-laut\/\" target=\"_blank\" rel=\"noopener\">Cara mengubah posisi legenda di Seaborn<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anda dapat menggunakan sintaks dasar berikut untuk membuat subplot di pustaka visualisasi data Seaborn dengan Python: #define dimensions of subplots (rows, columns) fig, axes = plt. subplots (2, 2) #create chart in each subplot sns. boxplot (data=df, x=&#8217; team &#8216;, y=&#8217; points &#8216;, ax=axes[0,0]) sns. boxplot (data=df, x=&#8217; team &#8216;, y=&#8217; assists &#8216;, ax=axes[0,1]) &#8230; [&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 Membuat Subplot di Seaborn (dengan Contoh) \u2013 Statorial<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara membuat subplot 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\/subplot-kelautan\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara Membuat Subplot di Seaborn (dengan Contoh) \u2013 Statorial\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara membuat subplot di Seaborn, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/subplot-kelautan\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-23T03:16:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seabornsub1.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\/subplot-kelautan\/\",\"url\":\"https:\/\/statorials.org\/id\/subplot-kelautan\/\",\"name\":\"Cara Membuat Subplot di Seaborn (dengan Contoh) \u2013 Statorial\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-23T03:16:00+00:00\",\"dateModified\":\"2023-07-23T03:16:00+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara membuat subplot di Seaborn, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/subplot-kelautan\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/subplot-kelautan\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/subplot-kelautan\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara membuat subplot di seaborn (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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