{"id":1363,"date":"2023-07-26T17:01:40","date_gmt":"2023-07-26T17:01:40","guid":{"rendered":"https:\/\/statorials.org\/id\/peta-termal-laut\/"},"modified":"2023-07-26T17:01:40","modified_gmt":"2023-07-26T17:01:40","slug":"peta-termal-laut","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/peta-termal-laut\/","title":{"rendered":"Cara membuat peta panas dengan seaborn (dengan contoh)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Peta panas<\/strong> adalah jenis bagan yang menggunakan corak warna berbeda untuk mewakili nilai data.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tutorial ini menjelaskan cara membuat peta panas menggunakan pustaka visualisasi <a href=\"https:\/\/seaborn.pydata.org\/index.html\" target=\"_blank\" rel=\"noopener\">Seaborn<\/a> Python dengan kumpulan data berikut:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#import seaborn<\/span>\n<span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#load \"flights\" dataset\n<\/span>data = sns. <span style=\"color: #3366ff;\">load_dataset<\/span> (\u201c <span style=\"color: #008000;\">flights<\/span> \u201d)\ndata = data. <span style=\"color: #3366ff;\">pivot<\/span> (\" <span style=\"color: #008000;\">month<\/span> \", \" <span style=\"color: #008000;\">year<\/span> \", \" <span style=\"color: #008000;\">passengers<\/span> \")\n\n<span style=\"color: #008080;\">#view first five rows of dataset\n<\/span>data. <span style=\"color: #3366ff;\">head<\/span> ()\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13526 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seaborn_heatmap1.png\" alt=\"\" width=\"557\" height=\"188\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Buat peta panas dasar<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan sintaks berikut untuk membuat peta panas dasar untuk kumpulan data ini:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sns. <span style=\"color: #3366ff;\">heatmap<\/span> (data)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13527 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seaborn_heatmap2.png\" alt=\"Peta Panas Seaborn\" width=\"575\" height=\"306\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">teh<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Sesuaikan ukuran peta panas<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan argumen <strong>figsize<\/strong> untuk menyesuaikan ukuran keseluruhan peta panas:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#set heatmap size\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt<\/span>\n<span style=\"color: #000000;\">plt. <span style=\"color: #3366ff;\">figure<\/span> (figsize = (12.8))<\/span><\/span>\n\n<span style=\"color: #008080;\">#create heatmap<\/span>\nsns. <span style=\"color: #3366ff;\">heatmap<\/span> (data)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13528 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seaborn_heatmap3.png\" alt=\"Peta panas seaborn menyesuaikan ukuran\" width=\"633\" height=\"432\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ubah warna peta panas<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kita bisa menggunakan argumen <strong>cmap<\/strong> untuk mengubah warna yang digunakan di peta panas. Misalnya, kita dapat memilih palet warna \u201cSpectral\u201d:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\">sns. <span style=\"color: #3366ff;\">heatmap<\/span> (data, cmap=\" <span style=\"color: #008000;\">Spectral<\/span> \")\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13529 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seaborn_heatmap4.png\" alt=\"Peta panas Seaborn dengan argumen cmap\" width=\"609\" height=\"324\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Atau kita dapat memilih kartu warna \u201ccoolwarm\u201d:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\">sns. <span style=\"color: #3366ff;\">heatmap<\/span> (data, cmap=\" <span style=\"color: #008000;\">coolwarm<\/span> \")<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13530 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seaborn_heatmap5.png\" alt=\"\" width=\"578\" height=\"304\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Temukan daftar lengkap opsi cmap yang tersedia <a href=\"https:\/\/seaborn.pydata.org\/tutorial\/color_palettes.html\" target=\"_blank\" rel=\"noopener\">di sini<\/a> .<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Beri anotasi pada Peta Panas<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan sintaks berikut untuk memberi anotasi pada setiap sel di peta panas dengan format bilangan bulat dan menentukan ukuran font:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\">sns. <span style=\"color: #3366ff;\">heatmap<\/span> (data, annot= <span style=\"color: #008000;\">True<\/span> , fmt=\" <span style=\"color: #008000;\">d<\/span> \", annot_kws={\" <span style=\"color: #008000;\">size<\/span> \":13})<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13531 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seaborn_heatmap6.png\" alt=\"Peta panas Seaborn dengan anotasi\" width=\"617\" height=\"329\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ubah bilah warna Peta Panas<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Terakhir, kita bisa menonaktifkan colorbar jika kita ingin menggunakan argumen <strong>cbar<\/strong> :<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\">sns. <span style=\"color: #3366ff;\">heatmap<\/span> (data, cbar= <span style=\"color: #008000;\">False<\/span> )<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13533 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seaborn_heatmap7.png\" alt=\"Peta panas Seaborn tanpa bilah warna\" width=\"606\" height=\"294\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Temukan lebih banyak tutorial Seaborn di halaman ini .<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Peta panas adalah jenis bagan yang menggunakan corak warna berbeda untuk mewakili nilai data. Tutorial ini menjelaskan cara membuat peta panas menggunakan pustaka visualisasi Seaborn Python dengan kumpulan data berikut: #import seaborn import seaborn as sns #load &#8220;flights&#8221; dataset data = sns. load_dataset (\u201c flights \u201d) data = data. pivot (&#8221; month &#8220;, &#8221; year [&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 Peta Panas dengan Seaborn (Dengan Contoh)<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara membuat dan mengedit peta panas di Seaborn, perpustakaan visualisasi Python.\" \/>\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\/peta-termal-laut\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara Membuat Peta Panas dengan Seaborn (Dengan Contoh)\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara membuat dan mengedit peta panas di Seaborn, perpustakaan visualisasi Python.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/peta-termal-laut\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-26T17:01:40+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seaborn_heatmap1.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\/peta-termal-laut\/\",\"url\":\"https:\/\/statorials.org\/id\/peta-termal-laut\/\",\"name\":\"Cara Membuat Peta Panas dengan Seaborn (Dengan Contoh)\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-26T17:01:40+00:00\",\"dateModified\":\"2023-07-26T17:01:40+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara membuat dan mengedit peta panas di Seaborn, perpustakaan visualisasi Python.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/peta-termal-laut\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/peta-termal-laut\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/peta-termal-laut\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara membuat peta panas dengan 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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