{"id":1364,"date":"2023-07-26T16:55:43","date_gmt":"2023-07-26T16:55:43","guid":{"rendered":"https:\/\/statorials.org\/id\/plot-laut\/"},"modified":"2023-07-26T16:55:43","modified_gmt":"2023-07-26T16:55:43","slug":"plot-laut","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/plot-laut\/","title":{"rendered":"Cara membuat barplot dengan seaborn (dengan contoh)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Barplot<\/strong> adalah jenis bagan yang menampilkan nilai numerik dari berbagai variabel kategori.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tutorial ini menjelaskan cara membuat peta panas menggunakan pustaka visualisasi Python <a href=\"https:\/\/seaborn.pydata.org\/index.html\" target=\"_blank\" rel=\"noopener\">Seaborn<\/a> dengan kumpulan data <strong>tips<\/strong> bawaan:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> seaborn <span style=\"color: #107d3f;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#load <em>tips<\/em> dataset<\/span>\ndata = sns. <span style=\"color: #3366ff;\">load_dataset<\/span> (\u201c <span style=\"color: #008000;\">tips<\/span> \u201d)\n<span style=\"color: #008080;\">\n#view first five rows of <em>tips<\/em> dataset\n<\/span>data. <span style=\"color: #3366ff;\">head<\/span> ()\n\ntotal_bill tip sex smoker day time size\n0 16.99 1.01 Female No Sun Dinner 2\n1 10.34 1.66 Male No Sun Dinner 3\n2 21.01 3.50 Male No Sun Dinner 3\n3 23.68 3.31 Male No Sun Dinner 2\n4 24.59 3.61 Female No Sun Dinner 4<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Buat plot batang dasar<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Sintaks berikut menunjukkan cara membuat barplot sederhana yang menampilkan waktu sepanjang sumbu x dan rata-rata puncak sepanjang sumbu y:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sns. <span style=\"color: #3366ff;\">barplot<\/span> (x=\" <span style=\"color: #008000;\">time<\/span> \", y=\" <span style=\"color: #008000;\">tip<\/span> \", data=data)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13539 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seaborn_barplot1.png\" alt=\"Contoh barplot Seaborn\" width=\"381\" height=\"255\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Barplot menampilkan kesalahan standar rata-rata untuk setiap batang secara default, namun kita dapat mematikannya menggunakan argumen <strong>ci=None<\/strong> sebagai berikut:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sns. <span style=\"color: #3366ff;\">barplot<\/span> (x=\" <span style=\"color: #008000;\">time<\/span> \", y=\" <span style=\"color: #008000;\">tip<\/span> \", data=data, ci= <span style=\"color: #008000;\">None<\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13540 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seaborn_barplot2.png\" alt=\"Barplot Seaborn tanpa bilah kesalahan\" width=\"390\" height=\"263\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <strong>Pesan batangan di Barplot<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan argumen <strong>order<\/strong> untuk menempatkan batang dengan cepat dalam urutan tertentu:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sns. <span style=\"color: #3366ff;\">barplot<\/span> (x=\" <span style=\"color: #008000;\">time<\/span> \", y=\" <span style=\"color: #008000;\">tip<\/span> \", data=data, order=[\" <span style=\"color: #008000;\">Dinner<\/span> \", \" <span style=\"color: #008000;\">Lunch<\/span> \"])<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13541 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seaborn_barplot3.png\" alt=\"Pesanlah batangan dalam barplot kelautan\" width=\"407\" height=\"276\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Buat barplot yang dikelompokkan<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kita dapat membuat barplot yang dikelompokkan menggunakan argumen <strong>hue<\/strong> . Misalnya, kita dapat menggunakan sintaks berikut untuk menampilkan tip rata-rata yang dikelompokkan berdasarkan hari dan jenis kelamin:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sns. <span style=\"color: #3366ff;\">barplot<\/span> (x=\" <span style=\"color: #008000;\">time<\/span> \", y=\" <span style=\"color: #008000;\">tip<\/span> \", hue=\" <span style=\"color: #008000;\">sex<\/span> \", data=data)<\/strong> <\/pre>\n<h3><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13542 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seaborn_barplot4.png\" alt=\"Barplot dikelompokkan dengan Seaborn dengan Python\" width=\"412\" height=\"278\" srcset=\"\" sizes=\"\"><\/h3>\n<h3> <span style=\"color: #000000;\"><strong>Buat plot batang horizontal<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Untuk membuat barplot horizontal, cukup masukkan variabel kategori ke argumen <strong>y<\/strong> dan variabel numerik ke argumen <strong>x<\/strong> :<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sns. <span style=\"color: #3366ff;\">barplot<\/span> (x=\" <span style=\"color: #008000;\">tip <span style=\"color: #000000;\">\", y=\" <span style=\"color: #008000;\">time<\/span> \", data=data)<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13543\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seaborn_barplot5.png\" alt=\"Barplot mendatar di laut\" width=\"430\" height=\"276\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ubah warna Barplot<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan argumen <strong>palet<\/strong> untuk meneruskan daftar warna yang akan digunakan pada bilah barplot:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sns. <span style=\"color: #3366ff;\">barplot<\/span> (x=\" <span style=\"color: #008000;\">tip <span style=\"color: #000000;\">\", y=\" <span style=\"color: #008000;\">time<\/span> \", palette=[\" <span style=\"color: #008000;\">pink<\/span> \", \" <span style=\"color: #008000;\">green<\/span> \"], data=data)<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13545\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seaborn_barplot6.png\" alt=\"Barplot Seaborn dengan daftar warna tertentu\" width=\"435\" height=\"287\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong><span style=\"color: #000000;\">Sumber daya tambahan<\/span><\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Tutorial berikut menjelaskan cara membuat kartu umum lainnya di Seaborn:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/peta-wilayah-laut\/\" target=\"_blank\" rel=\"noopener\">Cara Membuat Bagan Area di Seaborn<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/garis-waktu-kelahiran-laut\/\" target=\"_blank\" rel=\"noopener\">Cara Membuat Plot Deret Waktu di Seaborn<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/camembert-laut\/\" target=\"_blank\" rel=\"noopener\">Cara Membuat Diagram Lingkaran di Seaborn<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Barplot adalah jenis bagan yang menampilkan nilai numerik dari berbagai variabel kategori. Tutorial ini menjelaskan cara membuat peta panas menggunakan pustaka visualisasi Python Seaborn dengan kumpulan data tips bawaan: import seaborn as sns #load tips dataset data = sns. load_dataset (\u201c tips \u201d) #view first five rows of tips dataset data. head () total_bill tip [&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 Barplot dengan Seaborn (dengan Contoh)<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara membuat barplot dengan Seaborn dengan Python, 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-laut\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara Membuat Barplot dengan Seaborn (dengan Contoh)\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara membuat barplot dengan Seaborn dengan Python, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/plot-laut\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-26T16:55:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/seaborn_barplot1.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-laut\/\",\"url\":\"https:\/\/statorials.org\/id\/plot-laut\/\",\"name\":\"Cara Membuat Barplot dengan Seaborn (dengan Contoh)\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-26T16:55:43+00:00\",\"dateModified\":\"2023-07-26T16:55:43+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara membuat barplot dengan Seaborn dengan Python, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/plot-laut\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/plot-laut\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/plot-laut\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara membuat barplot 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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