{"id":2373,"date":"2023-07-22T13:44:14","date_gmt":"2023-07-22T13:44:14","guid":{"rendered":"https:\/\/statorials.org\/id\/matplotlib-dua-sumbu-y\/"},"modified":"2023-07-22T13:44:14","modified_gmt":"2023-07-22T13:44:14","slug":"matplotlib-dua-sumbu-y","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/matplotlib-dua-sumbu-y\/","title":{"rendered":"Cara membuat plot matplotlib dengan dua sumbu y"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Cara termudah untuk membuat plot Matplotlib dengan dua sumbu y adalah dengan menggunakan fungsi <a href=\"https:\/\/matplotlib.org\/stable\/api\/_as_gen\/matplotlib.axes.Axes.twinx.html\" target=\"_blank\" rel=\"noopener\">twinx()<\/a> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara menggunakan fungsi ini dalam praktiknya.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh: Buat plot Matplotlib dengan dua sumbu Y<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Mari kita asumsikan kita memiliki dua panda DataFrames 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;\">#createDataFrames\n<span style=\"color: #000000;\">df1 = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">year<\/span> ': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10],\n                    ' <span style=\"color: #ff0000;\">sales<\/span> ': [14, 16, 19, 22, 24, 25, 24, 24, 27, 30]})\n\ndf2 = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">year<\/span> ': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10],\n                    ' <span style=\"color: #ff0000;\">leads<\/span> ': [4, 4, 4, 5, 4, 5, 7, 8, 5, 3]})<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Kedua DataFrame berbagi variabel &#8220;tahun&#8221; yang berkisar antara 1 hingga 10, namun DataFrame pertama menampilkan total penjualan setiap tahun sedangkan DataFrame kedua menampilkan total prospek setiap tahun.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan kode berikut untuk membuat plot Matplotlib yang menampilkan penjualan dan prospek pada grafik dengan dua sumbu Y:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#define colors to use\n<\/span>col1 = ' <span style=\"color: #ff0000;\">steelblue<\/span> '\ncol2 = ' <span style=\"color: #ff0000;\">red<\/span> '\n\n<span style=\"color: #008080;\">#define subplots\n<\/span>fig,ax = plt. <span style=\"color: #3366ff;\">subplots<\/span> ()\n\n<span style=\"color: #008080;\">#add first line to plot\n<\/span>ax. <span style=\"color: #3366ff;\">plot<\/span> (df1. <span style=\"color: #3366ff;\">year<\/span> , df1. <span style=\"color: #3366ff;\">sales<\/span> , color=col1)\n\n<span style=\"color: #008080;\">#add x-axis label\n<\/span>ax. <span style=\"color: #3366ff;\">set_xlabel<\/span> (' <span style=\"color: #ff0000;\">Year<\/span> ', fontsize= <span style=\"color: #008000;\">14<\/span> )\n\n<span style=\"color: #008080;\">#add y-axis label\n<\/span>ax. <span style=\"color: #3366ff;\">set_ylabel<\/span> (' <span style=\"color: #ff0000;\">Sales<\/span> ', color=col1, fontsize= <span style=\"color: #008000;\">16<\/span> )\n\n<span style=\"color: #008080;\">#define second y-axis that shares x-axis with current plot\n<\/span>ax2 = ax. <span style=\"color: #3366ff;\">twinx<\/span> ()\n\n<span style=\"color: #008080;\">#add second line to plot\n<\/span>ax2. <span style=\"color: #3366ff;\">plot<\/span> (df2. <span style=\"color: #3366ff;\">year<\/span> , df2. <span style=\"color: #3366ff;\">leads<\/span> , color=col2)\n\n<span style=\"color: #008080;\">#add second y-axis label\n<\/span>ax2. <span style=\"color: #3366ff;\">set_ylabel<\/span> (' <span style=\"color: #ff0000;\">Leads<\/span> ', color=col2, fontsize= <span style=\"color: #008000;\">16<\/span> )\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-21441 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/double1.png\" alt=\"Matplotlib dengan dua sumbu y\" width=\"547\" height=\"348\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Sumbu y di sisi kiri diagram menunjukkan total penjualan per tahun dan sumbu y di sisi kanan diagram menunjukkan total prospek per tahun.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Garis biru pada grafik menunjukkan total penjualan per tahun dan garis merah menunjukkan total prospek per tahun.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Jangan ragu untuk menggunakan argumen <strong>penanda<\/strong> dan <strong>lebar garis<\/strong> untuk mengubah tampilan garis pada bagan:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#define colors to use\n<\/span>col1 = ' <span style=\"color: #ff0000;\">steelblue<\/span> '\ncol2 = ' <span style=\"color: #ff0000;\">red<\/span> '\n\n<span style=\"color: #008080;\">#define subplots\n<\/span>fig,ax = plt. <span style=\"color: #3366ff;\">subplots<\/span> ()\n\n<span style=\"color: #008080;\">#add first line to plot\n<\/span>ax. <span style=\"color: #3366ff;\">plot<\/span> (df1. <span style=\"color: #3366ff;\">year<\/span> , df1. <span style=\"color: #3366ff;\">sales<\/span> , color=col1, marker=' <span style=\"color: #ff0000;\">o<\/span> ', linewidth= <span style=\"color: #008000;\">3<\/span> )\n\n<span style=\"color: #008080;\">#add x-axis label\n<\/span>ax. <span style=\"color: #3366ff;\">set_xlabel<\/span> (' <span style=\"color: #ff0000;\">Year<\/span> ', fontsize= <span style=\"color: #008000;\">14<\/span> )\n\n<span style=\"color: #008080;\">#add y-axis label\n<\/span>ax. <span style=\"color: #3366ff;\">set_ylabel<\/span> (' <span style=\"color: #ff0000;\">Sales<\/span> ', color=col1, fontsize= <span style=\"color: #008000;\">16<\/span> )\n\n<span style=\"color: #008080;\">#define second y-axis that shares x-axis with current plot\n<\/span>ax2 = ax. <span style=\"color: #3366ff;\">twinx<\/span> ()\n\n<span style=\"color: #008080;\">#add second line to plot\n<\/span>ax2. <span style=\"color: #3366ff;\">plot<\/span> (df2. <span style=\"color: #3366ff;\">year<\/span> , df2. <span style=\"color: #3366ff;\">leads<\/span> , color=col2, marker=' <span style=\"color: #ff0000;\">o<\/span> ', linewidth= <span style=\"color: #008000;\">3<\/span> )\n\n<span style=\"color: #008080;\">#add second y-axis label\n<\/span>ax2. <span style=\"color: #3366ff;\">set_ylabel<\/span> (' <span style=\"color: #ff0000;\">Leads<\/span> ', color=col2, fontsize= <span style=\"color: #008000;\">16<\/span> )<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-21442 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/double2.png\" alt=\"\" width=\"545\" height=\"348\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa kedua garis sekarang lebih lebar dan berisi penanda &#8220;o&#8221; untuk menampilkan titik data individual.<\/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 umum lainnya di Matplotlib:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/posisi-label-sumbu-matplotlib\/\" target=\"_blank\" rel=\"noopener\">Cara menyesuaikan posisi label sumbu di Matplotlib<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/matplotlib-mengatur-rentang-sumbu\/\" target=\"_blank\" rel=\"noopener\">Cara mengatur rentang sumbu di Matplotlib<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/tetapkan-nilai-sumbu-x-matplotlib\/\" target=\"_blank\" rel=\"noopener\">Cara mengatur nilai sumbu X di Matplotlib<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Cara termudah untuk membuat plot Matplotlib dengan dua sumbu y adalah dengan menggunakan fungsi twinx() . Contoh berikut menunjukkan cara menggunakan fungsi ini dalam praktiknya. Contoh: Buat plot Matplotlib dengan dua sumbu Y Mari kita asumsikan kita memiliki dua panda DataFrames berikut: import pandas as pd #createDataFrames df1 = pd. DataFrame ({&#8216; year &#8216;: [1, [&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 plot Matplotlib dengan dua sumbu Y - Statologi<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara membuat plot di Matplotlib dengan Python dengan dua sumbu y, beserta sebuah 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\/matplotlib-dua-sumbu-y\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara membuat plot Matplotlib dengan dua sumbu Y - Statologi\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara membuat plot di Matplotlib dengan Python dengan dua sumbu y, beserta sebuah contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/matplotlib-dua-sumbu-y\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-22T13:44:14+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/double1.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\/matplotlib-dua-sumbu-y\/\",\"url\":\"https:\/\/statorials.org\/id\/matplotlib-dua-sumbu-y\/\",\"name\":\"Cara membuat plot Matplotlib dengan dua sumbu Y - Statologi\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-22T13:44:14+00:00\",\"dateModified\":\"2023-07-22T13:44:14+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara membuat plot di Matplotlib dengan Python dengan dua sumbu y, beserta sebuah contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/matplotlib-dua-sumbu-y\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/matplotlib-dua-sumbu-y\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/matplotlib-dua-sumbu-y\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara membuat plot matplotlib dengan dua sumbu y\"}]},{\"@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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