{"id":995,"date":"2023-07-28T01:41:43","date_gmt":"2023-07-28T01:41:43","guid":{"rendered":"https:\/\/statorials.org\/id\/plot-log-matplotlib\/"},"modified":"2023-07-28T01:41:43","modified_gmt":"2023-07-28T01:41:43","slug":"plot-log-matplotlib","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/plot-log-matplotlib\/","title":{"rendered":"Cara membuat plot matplotlib dengan skala logaritmik"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Seringkali Anda mungkin ingin membuat plot Matplotlib dengan <strong>skala logaritmik<\/strong> untuk satu atau lebih sumbu. Untungnya, Matplotlib menawarkan tiga fungsi berikut untuk melakukan ini:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><a href=\"https:\/\/matplotlib.org\/3.1.1\/api\/_as_gen\/matplotlib.pyplot.semilogx.html\" target=\"_blank\" rel=\"noopener noreferrer\">Matplotlib.pyplot.semilogx()<\/a> \u2013 Membuat plot dengan penskalaan logaritmik pada sumbu x.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><a href=\"https:\/\/matplotlib.org\/3.1.1\/api\/_as_gen\/matplotlib.pyplot.semilogy.html\" target=\"_blank\" rel=\"noopener noreferrer\">Matplotlib.pyplot.semilogy()<\/a> \u2013 Membuat plot dengan penskalaan logaritmik pada sumbu y.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><a href=\"https:\/\/matplotlib.org\/3.3.1\/api\/_as_gen\/matplotlib.pyplot.loglog.html\" target=\"_blank\" rel=\"noopener noreferrer\">Matplotlib.pyplot.loglog()<\/a> \u2013 Membuat plot dengan penskalaan logaritmik pada kedua sumbu.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Tutorial ini menjelaskan cara menggunakan masing-masing fungsi ini dalam praktik.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 1: Skala logaritma untuk sumbu X<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Misalkan kita membuat diagram garis untuk data berikut:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#create data\n<span style=\"color: #000000;\">x = [1, 8, 190, 1400, 6500]<\/span><\/span><span style=\"color: #000000;\">\ny = [1, 2, 3, 4, 5]<\/span>\n\n<span style=\"color: #008080;\">#create line chart of data<\/span>\nplt. <span style=\"color: #3366ff;\">plot<\/span> (x,y)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10317 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/echelle-log3.png\" alt=\"\" width=\"418\" height=\"277\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan fungsi <strong>.semilogx()<\/strong> untuk mengubah sumbu x menjadi skala logaritmik:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">semilogx<\/span> ()<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10318 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/echelle-log4.png\" alt=\"Plot Matplotlib dengan skala logaritmik pada sumbu x\" width=\"424\" height=\"280\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa sumbu y sama persis, tetapi sumbu x sekarang berada pada skala logaritmik.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 2: Skala logaritma untuk sumbu Y<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Misalkan kita membuat diagram garis untuk data berikut:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#create data<\/span>\nx = [1, 2, 3, 4, 5]\ny = [1, 8, 190, 1400, 6500]\n\n<span style=\"color: #008080;\">#create line chart of data<\/span>\nplt. <span style=\"color: #3366ff;\">plot<\/span> (x,y)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10315 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/echelle-log1.png\" alt=\"\" width=\"419\" height=\"275\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan fungsi <strong>.semilogy()<\/strong> untuk mengubah sumbu y menjadi skala logaritmik:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">semilogy<\/span> ()<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10316 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/echelle-log2.png\" alt=\"Matplotlib dengan skala logaritmik pada sumbu y\" width=\"420\" height=\"284\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa sumbu x sama persis, tetapi sumbu y sekarang berada pada skala logaritmik.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 3: Skala logaritmik untuk kedua sumbu<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Misalkan kita membuat diagram garis untuk data berikut:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#createdata<\/span>\nx = [10, 200, 3000, 40000, 500000]\ny = [30, 400, 5000, 60000, 750000]\n\n<span style=\"color: #008080;\">#create line chart of data<\/span>\nplt. <span style=\"color: #3366ff;\">plot<\/span> (x,y)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10319 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/echelle-log5.png\" alt=\"\" width=\"427\" height=\"270\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan fungsi <strong>.loglog()<\/strong> untuk mengubah sumbu y menjadi skala logaritmik:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">loglog<\/span> (x,y)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10320 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/echelle-log6.png\" alt=\"Log plotter di Matplotlib\" width=\"416\" height=\"274\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa kedua sumbu sekarang berada pada skala logaritmik.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/id\/ubah-ukuran-font-matplotlib\/\" target=\"_blank\" rel=\"noopener noreferrer\">Cara mengubah ukuran font pada plot Matplotlib<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/matplotlib-menghilangkan-tanda-centang\/\" target=\"_blank\" rel=\"noopener noreferrer\">Cara menghilangkan centang dari plot Matplotlib<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Seringkali Anda mungkin ingin membuat plot Matplotlib dengan skala logaritmik untuk satu atau lebih sumbu. Untungnya, Matplotlib menawarkan tiga fungsi berikut untuk melakukan ini: Matplotlib.pyplot.semilogx() \u2013 Membuat plot dengan penskalaan logaritmik pada sumbu x. Matplotlib.pyplot.semilogy() \u2013 Membuat plot dengan penskalaan logaritmik pada sumbu y. Matplotlib.pyplot.loglog() \u2013 Membuat plot dengan penskalaan logaritmik pada kedua sumbu. Tutorial [&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 skala logaritmik - Statorials<\/title>\n<meta name=\"description\" content=\"Penjelasan sederhana cara membuat plot Matplotlib dengan skala logaritmik.\" \/>\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\/plot-log-matplotlib\/\" \/>\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 skala logaritmik - Statorials\" \/>\n<meta property=\"og:description\" content=\"Penjelasan sederhana cara membuat plot Matplotlib dengan skala logaritmik.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/plot-log-matplotlib\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-28T01:41:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/echelle-log3.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=\"1 menit\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/id\/plot-log-matplotlib\/\",\"url\":\"https:\/\/statorials.org\/id\/plot-log-matplotlib\/\",\"name\":\"Cara membuat plot Matplotlib dengan skala logaritmik - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-28T01:41:43+00:00\",\"dateModified\":\"2023-07-28T01:41:43+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Penjelasan sederhana cara membuat plot Matplotlib dengan skala logaritmik.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/plot-log-matplotlib\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/plot-log-matplotlib\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/plot-log-matplotlib\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara membuat plot matplotlib dengan skala logaritmik\"}]},{\"@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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