{"id":2026,"date":"2023-07-24T01:01:47","date_gmt":"2023-07-24T01:01:47","guid":{"rendered":"https:\/\/statorials.org\/id\/garis-waktu-kelahiran-laut\/"},"modified":"2023-07-24T01:01:47","modified_gmt":"2023-07-24T01:01:47","slug":"garis-waktu-kelahiran-laut","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/garis-waktu-kelahiran-laut\/","title":{"rendered":"Cara membuat plot deret waktu di seaborn"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Plot deret waktu<\/strong> berguna untuk memvisualisasikan nilai data yang berubah seiring waktu.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tutorial ini menjelaskan cara membuat berbagai plot deret waktu menggunakan paket visualisasi data <a href=\"https:\/\/seaborn.pydata.org\/\" target=\"_blank\" rel=\"noopener\">seaborn<\/a> dengan Python.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 1: Plot satu deret waktu<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara memplot satu deret waktu di Seaborn:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">date<\/span> ': ['1\/2\/2021',\n                            '1\/3\/2021',\n                            '1\/4\/2021',\n                            '1\/5\/2021',\n                            '1\/6\/2021',\n                            '1\/7\/2021',\n                            '1\/8\/2021'],\n                   ' <span style=\"color: #ff0000;\">value<\/span> ': [4, 7, 8, 13, 17, 15, 21]})\n\nsns. <span style=\"color: #3366ff;\">lineplot<\/span> (x=' <span style=\"color: #ff0000;\">date<\/span> ', y=' <span style=\"color: #ff0000;\">value<\/span> ', data=df)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18983 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/serie-temporelle1.png\" alt=\"\" width=\"538\" height=\"360\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa kita juga dapat menyesuaikan warna, lebar garis, gaya garis, label, dan judul plot:<\/span> <\/p>\n<pre style=\"background-color: #ececec;\"> <span style=\"color: #008080;\"><b style=\"font-size: 15px;\">#create time series plot with custom<\/b> <span style=\"font-size: 15px;\"><b>aesthetics<\/b><\/span><\/span><b style=\"font-size: 15px;\"> \nsns.<\/b> <span style=\"font-size: 15px; font-weight: bold; color: #3366ff;\">lineplot<\/span> <b style=\"font-size: 15px;\">(x='<\/b> <span style=\"font-size: 15px; font-weight: bold; color: #ff0000;\">date<\/span> <b style=\"font-size: 15px;\">', y='<\/b> <span style=\"font-size: 15px; font-weight: bold; color: #ff0000;\">value<\/span> <b style=\"font-size: 15px;\">', data=df, linewidth=<\/b> <span style=\"font-size: 15px; font-weight: bold; color: #008000;\">3<\/span> <b style=\"font-size: 15px;\">, color='<\/b> <span style=\"font-size: 15px; font-weight: bold; color: #ff0000;\">purple<\/span> <b style=\"font-size: 15px;\">',\n             linestyle='<\/b> <span style=\"font-size: 15px; font-weight: bold; color: #ff0000;\">dashed<\/span> <b style=\"font-size: 15px;\">').<\/b> <span style=\"font-size: 15px; font-weight: bold; color: #3366ff;\">set<\/span> <b style=\"font-size: 15px;\">(title='<\/b> <span style=\"font-size: 15px; font-weight: bold; color: #ff0000;\">Time Series Plot<\/span> <b style=\"font-size: 15px;\">')\n\n<span style=\"color: #008080;\">#rotate x-axis labels by 15 degrees<\/span>\nplt.<\/b> <span style=\"font-size: 15px; font-weight: bold; color: #3366ff;\">xticks<\/span> <b style=\"font-size: 15px;\">(rotation=<\/b> <span style=\"font-size: 15px; font-weight: bold; color: #008000;\">15<\/span> <b style=\"font-size: 15px;\">)\n<\/b><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-18984\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/serie-temporelle2.png\" alt=\"Bagan Rangkaian Waktu di Seaborn\" width=\"548\" height=\"387\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 2: Plot beberapa deret waktu<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara memplot beberapa deret waktu di Seaborn:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span><span style=\"color: #000000;\">df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">date<\/span> ': ['1\/1\/2021',\n                            '1\/2\/2021',\n                            '1\/3\/2021',\n                            '1\/4\/2021',\n                            '1\/1\/2021',\n                            '1\/2\/2021',\n                            '1\/3\/2021',\n                            '1\/4\/2021'],\n                   ' <span style=\"color: #ff0000;\">sales<\/span> ': [4, 7, 8, 13, 17, 15, 21, 28],\n                   ' <span style=\"color: #ff0000;\">company<\/span> ': ['A', 'A', 'A', 'A', 'B', 'B', 'B', 'B']})\n\n<span style=\"color: #008080;\">#plot multiple time series\n<\/span>sns. <span style=\"color: #3366ff;\">lineplot<\/span> (x=' <span style=\"color: #ff0000;\">date<\/span> ', y=' <span style=\"color: #ff0000;\">sales<\/span> ', hue=' <span style=\"color: #ff0000;\">company<\/span> ', data=df)<\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18985 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/serie-temporelle3.png\" alt=\"\" width=\"553\" height=\"376\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa argumen <strong>hue<\/strong> digunakan untuk memberikan warna berbeda untuk setiap garis dalam plot.<\/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 fungsi umum lainnya di seaborn:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/judul-kelautan\/\" target=\"_blank\" rel=\"noopener\">Cara Menambahkan Judul ke Plot Seaborn<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/ukuran-legendaris-seaborn\/\" target=\"_blank\" rel=\"noopener\">Bagaimana mengubah ukuran font legenda di Seaborn<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/posisi-legenda-laut\/\" target=\"_blank\" rel=\"noopener\">Cara mengubah posisi legenda di Seaborn<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Plot deret waktu berguna untuk memvisualisasikan nilai data yang berubah seiring waktu. Tutorial ini menjelaskan cara membuat berbagai plot deret waktu menggunakan paket visualisasi data seaborn dengan Python. Contoh 1: Plot satu deret waktu Kode berikut menunjukkan cara memplot satu deret waktu di Seaborn: import pandas as pd import matplotlib. pyplot as plt import seaborn [&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 Deret Waktu di Seaborn \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara membuat plot deret waktu di Seaborn, 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\/garis-waktu-kelahiran-laut\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara Membuat Plot Deret Waktu di Seaborn \u2013 Statorials\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara membuat plot deret waktu di Seaborn, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/garis-waktu-kelahiran-laut\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-24T01:01:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/serie-temporelle1.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\/garis-waktu-kelahiran-laut\/\",\"url\":\"https:\/\/statorials.org\/id\/garis-waktu-kelahiran-laut\/\",\"name\":\"Cara Membuat Plot Deret Waktu di Seaborn \u2013 Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-24T01:01:47+00:00\",\"dateModified\":\"2023-07-24T01:01:47+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara membuat plot deret waktu di Seaborn, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/garis-waktu-kelahiran-laut\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/garis-waktu-kelahiran-laut\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/garis-waktu-kelahiran-laut\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara membuat plot deret waktu di seaborn\"}]},{\"@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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