{"id":3574,"date":"2023-07-16T18:29:13","date_gmt":"2023-07-16T18:29:13","guid":{"rendered":"https:\/\/statorials.org\/id\/peringkat-persentil-panda\/"},"modified":"2023-07-16T18:29:13","modified_gmt":"2023-07-16T18:29:13","slug":"peringkat-persentil-panda","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/peringkat-persentil-panda\/","title":{"rendered":"Cara menghitung peringkat persentil di pandas (dengan contoh)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Peringkat persentil<\/strong> suatu nilai memberi tahu kita persentase nilai dalam kumpulan data yang peringkatnya sama atau lebih rendah dari nilai tertentu.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Anda dapat menggunakan metode berikut untuk menghitung peringkat persentil di panda:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Metode 1: Hitung peringkat persentil untuk kolom<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>df[' <span style=\"color: #ff0000;\">percent_rank<\/span> '] = df[' <span style=\"color: #ff0000;\">some_column<\/span> ']. <span style=\"color: #3366ff;\">rank<\/span> (pct= <span style=\"color: #008000;\">True<\/span> )\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Metode 2: Hitung peringkat persentil berdasarkan kelompok<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><b>df[' <span style=\"color: #ff0000;\">percent_rank<\/span> '] = df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">group_var<\/span> ')[' <span style=\"color: #ff0000;\">value_var<\/span> ']. <span style=\"color: #3366ff;\">transform<\/span> (' <span style=\"color: #ff0000;\">rank<\/span> ', pct= <span style=\"color: #008000;\">True<\/span> )\n<\/b><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara menggunakan setiap metode dalam praktik dengan pandas DataFrame berikut:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><b><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'A', 'A', 'A', 'A', 'A', 'A',\n                            'B', 'B', 'B', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [2, 5, 5, 7, 9, 13, 15, 17, 22, 24, 30, 31, 38, 39]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n   team points\n0 to 2\n1 to 5\n2 to 5\n3 to 7\n4 to 9\n5 to 13\n6 to 15\n7 B 17\n8 B 22\n9 B 24\n10 B 30\n11 B 31\n12 B 38\n13 B 39\n<\/b><\/span><\/pre>\n<h2> <strong><span style=\"color: #000000;\">Contoh 1: Hitung peringkat persentil untuk kolom<\/span><\/strong><\/h2>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menghitung peringkat persentil setiap nilai pada kolom poin:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#add new column that shows percentile rank of points\n<\/span>df[' <span style=\"color: #ff0000;\">percent_rank<\/span> '] = df[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">rank<\/span> (pct= <span style=\"color: #008000;\">True<\/span> )\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n   team points percent_rank\n0 A 2 0.071429\n1 to 5 0.178571\n2 to 5 0.178571\n3 to 7 0.285714\n4 to 9 0.357143\n5 A 13 0.428571\n6 A 15 0.500000\n7 B 17 0.571429\n8 B 22 0.642857\n9 B 24 0.714286\n10 B 30 0.785714\n11 B 31 0.857143\n12 B 38 0.928571\n13 B 39 1.000000\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Berikut cara mengartikan nilai pada kolom <strong>persen_rank<\/strong> :<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>7,14%<\/strong> nilai poin sama dengan atau kurang dari 2.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>17,86%<\/strong> nilai poin sama dengan atau kurang dari 5.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>28,57%<\/strong> nilai poin sama dengan atau kurang dari 7.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Dan seterusnya.<\/span><\/p>\n<h2> <strong><span style=\"color: #000000;\">Contoh 2: Hitung peringkat persentil berdasarkan kelompok<\/span><\/strong><\/h2>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menghitung peringkat persentil setiap nilai pada kolom poin yang dikelompokkan berdasarkan tim:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#add new column that shows percentile rank of points, grouped by team\n<\/span>df[' <span style=\"color: #ff0000;\">percent_rank<\/span> '] = df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">team<\/span> ')[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">transform<\/span> (' <span style=\"color: #ff0000;\">rank<\/span> ', pct= <span style=\"color: #008000;\">True<\/span> )\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n   team points percent_rank\n0 A 2 0.142857\n1 A 5 0.357143\n2 A 5 0.357143\n3 to 7 0.571429\n4 to 9 0.714286\n5 A 13 0.857143\n6 to 15 1.000000\n7 B 17 0.142857\n8 B 22 0.285714\n9 B 24 0.428571\n10 B 30 0.571429\n11 B 31 0.714286\n12 B 38 0.857143\n13 B 39 1.000000\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Berikut cara mengartikan nilai pada kolom <strong>persen_rank<\/strong> :<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>14,3%<\/strong> nilai poin Tim A sama dengan atau kurang dari 2.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>35,7%<\/strong> nilai poin Tim A sama dengan atau kurang dari 5.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>57,1%<\/strong> nilai poin Tim A sama dengan atau kurang dari 7.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Dan seterusnya.<\/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\/persentase-perubahan-pada-panda\/\" target=\"_blank\" rel=\"noopener\">Cara menghitung persen perubahan pada panda<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/persentase-kumulatif-panda\/\" target=\"_blank\" rel=\"noopener\">Cara menghitung persentase kumulatif di panda<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/kelompok-panda-berdasarkan-persentase\/\" target=\"_blank\" rel=\"noopener\">Cara menghitung persentase total dalam suatu kelompok di panda<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Peringkat persentil suatu nilai memberi tahu kita persentase nilai dalam kumpulan data yang peringkatnya sama atau lebih rendah dari nilai tertentu. Anda dapat menggunakan metode berikut untuk menghitung peringkat persentil di panda: Metode 1: Hitung peringkat persentil untuk kolom df[&#8216; percent_rank &#8216;] = df[&#8216; some_column &#8216;]. rank (pct= True ) Metode 2: Hitung peringkat persentil [&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 Menghitung Peringkat Persentil di Pandas (dengan Contoh) \u2013 Statologi<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara menghitung peringkat persentil di panda, 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\/peringkat-persentil-panda\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara Menghitung Peringkat Persentil di Pandas (dengan Contoh) \u2013 Statologi\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara menghitung peringkat persentil di panda, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/peringkat-persentil-panda\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-16T18:29:13+00:00\" \/>\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=\"2 menit\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/id\/peringkat-persentil-panda\/\",\"url\":\"https:\/\/statorials.org\/id\/peringkat-persentil-panda\/\",\"name\":\"Cara Menghitung Peringkat Persentil di Pandas (dengan Contoh) \u2013 Statologi\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-16T18:29:13+00:00\",\"dateModified\":\"2023-07-16T18:29:13+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara menghitung peringkat persentil di panda, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/peringkat-persentil-panda\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/peringkat-persentil-panda\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/peringkat-persentil-panda\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara menghitung peringkat persentil di pandas (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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