{"id":3653,"date":"2023-07-16T07:59:03","date_gmt":"2023-07-16T07:59:03","guid":{"rendered":"https:\/\/statorials.org\/id\/skala-log-histogram-panda\/"},"modified":"2023-07-16T07:59:03","modified_gmt":"2023-07-16T07:59:03","slug":"skala-log-histogram-panda","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/skala-log-histogram-panda\/","title":{"rendered":"Pandas: cara membuat histogram dengan skala logaritmik"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Anda dapat menggunakan argumen <b>logx<\/b> dan <strong>logy<\/strong> untuk membuat histogram dengan skala logaritmik masing-masing pada sumbu x dan sumbu y, di panda:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create histogram with log scale on x-axis<\/span>\ndf[' <span style=\"color: #ff0000;\">my_column<\/span> ']. <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">hist<\/span> ', logx= <span style=\"color: #008000;\">True<\/span> )\n\n<span style=\"color: #008080;\">#create histogram with log scale on y-axis<\/span>\ndf[' <span style=\"color: #ff0000;\">my_column<\/span> ']. <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">hist<\/span> ', logy= <span style=\"color: #008000;\">True<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara menggunakan argumen ini untuk membuat histogram dengan skala logaritmik di panda.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Terkait:<\/strong> <a href=\"https:\/\/statorials.org\/id\/kapan-harus-menggunakan-skala-logaritmik\/\" target=\"_blank\" rel=\"noopener\">Kapan sebaiknya Anda menggunakan skala logaritmik dalam grafik?<\/a><\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Contoh: Buat histogram dengan skala logaritmik di Pandas<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Katakanlah kita memiliki panda DataFrame berikut dengan 5000 baris:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n<span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">\n#make this example reproducible\n<\/span>n.p. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">seeds<\/span> (1)\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">values<\/span> ': np. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">lognormal<\/span> (size= <span style=\"color: #008000;\">5000<\/span> )})\n\n<span style=\"color: #008080;\">#view first five rows of DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> ( <span style=\"color: #3366ff;\">df.head<\/span> ())\n\n     values\n0 5.075096\n1 0.542397\n2 0.589682\n3 0.341992\n4 2.375974<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan sintaks berikut untuk membuat histogram dengan skala linier pada sumbu x dan sumbu y:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#create histogram\n<\/span>df[' <span style=\"color: #ff0000;\">values<\/span> ']. <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">hist<\/span> ')\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29976 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/echelle-log1.jpg\" alt=\"\" width=\"544\" height=\"383\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Baik sumbu x maupun sumbu y saat ini memiliki skala linier.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Kita dapat menggunakan argumen <strong>logx=True<\/strong> untuk mengubah sumbu x menjadi skala logaritmik:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#create histogram with log scale on x-axis\n<\/span>df[' <span style=\"color: #ff0000;\">values<\/span> ']. <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">hist<\/span> ', logx= <span style=\"color: #008000;\">True<\/span> )\n<\/span><\/span><\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-29978\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/echelle-log2.jpg\" alt=\"histogram panda dengan skala logaritmik pada sumbu x\" width=\"538\" height=\"390\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Nilai pada sumbu x sekarang mengikuti skala logaritmik.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Dan kita dapat menggunakan argumen <strong>logy=True<\/strong> untuk mengubah sumbu y menjadi skala logaritmik:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#create histogram with log scale on y-axis\n<\/span>df[' <span style=\"color: #ff0000;\">values<\/span> ']. <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">hist<\/span> ', logy= <span style=\"color: #008000;\">True<\/span> )<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-29977\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/echelle-log3.jpg\" alt=\"histogram panda dengan skala logaritmik pada sumbu y\" width=\"531\" height=\"381\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Nilai pada sumbu y sekarang mengikuti skala logaritmik.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Tutorial berikut menjelaskan cara melakukan tugas umum lainnya di panda:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/histogram-panda\/\" target=\"_blank\" rel=\"noopener\">Cara membuat histogram dari Pandas DataFrame<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/histogram-seri-panda\/\" target=\"_blank\" rel=\"noopener\">Cara membuat histogram dari seri Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/histogram-panda-berdasarkan-grup\/\" target=\"_blank\" rel=\"noopener\">Cara memplot histogram berdasarkan grup di Pandas<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anda dapat menggunakan argumen logx dan logy untuk membuat histogram dengan skala logaritmik masing-masing pada sumbu x dan sumbu y, di panda: #create histogram with log scale on x-axis df[&#8216; my_column &#8216;]. plot (kind=&#8217; hist &#8216;, logx= True ) #create histogram with log scale on y-axis df[&#8216; my_column &#8216;]. plot (kind=&#8217; hist &#8216;, logy= True [&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>Pandas: Cara membuat histogram dengan skala logaritmik - Statorials<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara membuat histogram dengan skala logaritmik di panda, beserta sebuah 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\/skala-log-histogram-panda\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas: Cara membuat histogram dengan skala logaritmik - Statorials\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara membuat histogram dengan skala logaritmik di panda, beserta sebuah contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/skala-log-histogram-panda\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-16T07:59:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/echelle-log1.jpg\" \/>\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\/skala-log-histogram-panda\/\",\"url\":\"https:\/\/statorials.org\/id\/skala-log-histogram-panda\/\",\"name\":\"Pandas: Cara membuat histogram dengan skala logaritmik - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-16T07:59:03+00:00\",\"dateModified\":\"2023-07-16T07:59:03+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara membuat histogram dengan skala logaritmik di panda, beserta sebuah contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/skala-log-histogram-panda\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/skala-log-histogram-panda\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/skala-log-histogram-panda\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pandas: cara membuat histogram 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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