{"id":1939,"date":"2023-07-24T09:23:30","date_gmt":"2023-07-24T09:23:30","guid":{"rendered":"https:\/\/statorials.org\/id\/plot-kepadatan-matplotlib\/"},"modified":"2023-07-24T09:23:30","modified_gmt":"2023-07-24T09:23:30","slug":"plot-kepadatan-matplotlib","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/plot-kepadatan-matplotlib\/","title":{"rendered":"Cara membuat plot kepadatan di matplotlib (dengan contoh)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Cara termudah untuk membuat plot kepadatan di Matplotlib adalah dengan menggunakan fungsi <a href=\"https:\/\/seaborn.pydata.org\/generated\/seaborn.kdeplot.html\" target=\"_blank\" rel=\"noopener\">kdeplot()<\/a> dari perpustakaan visualisasi seaborn:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#define data<\/span>\ndata = [value1, value2, value3, ...]\n\n<span style=\"color: #008080;\">#create density plot of data\n<\/span>sns. <span style=\"color: #3366ff;\">kdeplot<\/span> (data)\n<\/strong><\/pre>\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 1: Buat plot kepadatan dasar<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara membuat plot kepadatan dasar di Seaborn:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#define data<\/span>\ndata = [2, 2, 3, 5, 6, 6, 7, 8, 9, 10, 12, 12, 13, 15, 16]\n\n<span style=\"color: #008080;\">#create density plot of data\n<\/span>sns. <span style=\"color: #3366ff;\">kdeplot<\/span> (data)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-18449\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/densiteseaborn1.png\" alt=\"plot kepadatan di Seaborn\" width=\"525\" height=\"373\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Sumbu x menunjukkan nilai data dan sumbu y menunjukkan nilai kepadatan probabilitas yang sesuai.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 2: Menyesuaikan kelancaran plot kepadatan<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Anda dapat menggunakan argumen <strong>bw_method<\/strong> untuk menyesuaikan kelancaran plot kepadatan. Nilai yang lebih rendah mengarah ke jalur yang lebih \u201cbergelombang\u201d.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#define data<\/span>\ndata = [2, 2, 3, 5, 6, 6, 7, 8, 9, 10, 12, 12, 13, 15, 16]\n\n<span style=\"color: #008080;\">#create density plot of data with low bw_method value\n<\/span>sns. <span style=\"color: #3366ff;\">kdeplot<\/span> (data, bw_method = <span style=\"color: #008000;\">.3<\/span> )<\/strong> <\/pre>\n<h3><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18450 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/densiteseaborn2.png\" alt=\"\" width=\"498\" height=\"360\" srcset=\"\" sizes=\"\"><\/h3>\n<p> <span style=\"color: #000000;\">Sebaliknya, nilai <strong>bw_method<\/strong> yang lebih tinggi menghasilkan plot yang lebih mulus:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#define data<\/span>\ndata = [2, 2, 3, 5, 6, 6, 7, 8, 9, 10, 12, 12, 13, 15, 16]\n\n<span style=\"color: #008080;\">#create density plot of data with high bw_method value\n<\/span>sns. <span style=\"color: #3366ff;\">kdeplot<\/span> (data, bw_method = <span style=\"color: #008000;\">.8<\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18451 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/densiteseaborn3.png\" alt=\"\" width=\"532\" height=\"383\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 3: Sesuaikan plot kepadatan<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Anda juga dapat menyesuaikan warna dan gaya plot kepadatan:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#define data<\/span>\ndata = [2, 2, 3, 5, 6, 6, 7, 8, 9, 10, 12, 12, 13, 15, 16]\n\n<span style=\"color: #008080;\">#create density plot of data with high bw_method value\n<\/span>sns. <span style=\"color: #3366ff;\">kdeplot<\/span> (data, color=' <span style=\"color: #ff0000;\">red<\/span> ', fill= <span style=\"color: #008000;\">True<\/span> , alpha= <span style=\"color: #008000;\">.3<\/span> , linewidth= <span style=\"color: #008000;\">0<\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18452 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/densiteseaborn4.png\" alt=\"\" width=\"522\" height=\"368\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/id\/kurva-kepadatan\/\" target=\"_blank\" rel=\"noopener\">Pengantar Kurva Massa Jenis<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/plot-beberapa-baris-matplotlib\/\" target=\"_blank\" rel=\"noopener\">Cara memplot banyak baris di Matplotlib<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/daftar-histogram-python\/\" target=\"_blank\" rel=\"noopener\">Cara memplot histogram dari daftar data dengan Python<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Cara termudah untuk membuat plot kepadatan di Matplotlib adalah dengan menggunakan fungsi kdeplot() dari perpustakaan visualisasi seaborn: import seaborn as sns #define data data = [value1, value2, value3, &#8230;] #create density plot of data sns. kdeplot (data) Contoh berikut menunjukkan cara menggunakan fungsi ini dalam praktiknya. Contoh 1: Buat plot kepadatan dasar Kode berikut menunjukkan [&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 Densitas di Matplotlib (dengan Contoh) - Statorials<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara membuat plot kepadatan di Matplotlib, 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\/plot-kepadatan-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 Densitas di Matplotlib (dengan Contoh) - Statorials\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara membuat plot kepadatan di Matplotlib, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/plot-kepadatan-matplotlib\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-24T09:23:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/densiteseaborn1.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-kepadatan-matplotlib\/\",\"url\":\"https:\/\/statorials.org\/id\/plot-kepadatan-matplotlib\/\",\"name\":\"Cara Membuat Plot Densitas di Matplotlib (dengan Contoh) - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-24T09:23:30+00:00\",\"dateModified\":\"2023-07-24T09:23:30+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara membuat plot kepadatan di Matplotlib, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/plot-kepadatan-matplotlib\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/plot-kepadatan-matplotlib\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/plot-kepadatan-matplotlib\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara membuat plot kepadatan di matplotlib (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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