{"id":3569,"date":"2023-07-16T19:08:28","date_gmt":"2023-07-16T19:08:28","guid":{"rendered":"https:\/\/statorials.org\/id\/panda-sedang-per-kelompok\/"},"modified":"2023-07-16T19:08:28","modified_gmt":"2023-07-16T19:08:28","slug":"panda-sedang-per-kelompok","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/panda-sedang-per-kelompok\/","title":{"rendered":"Cara menghitung rata-rata grup di panda (dengan contoh)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Anda dapat menggunakan metode berikut untuk menghitung nilai rata-rata per kelompok panda:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Metode 1: Hitung rata-rata kolom yang dikelompokkan berdasarkan kolom<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">groupby<\/span> ([' <span style=\"color: #ff0000;\">group_col<\/span> '])[' <span style=\"color: #ff0000;\">value_col<\/span> ']. <span style=\"color: #3366ff;\">mean<\/span> ()\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Metode 2: Hitung rata-rata beberapa kolom yang dikelompokkan berdasarkan satu kolom<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">groupby<\/span> ([' <span style=\"color: #ff0000;\">group_col<\/span> '])[' <span style=\"color: #ff0000;\">value_col1<\/span> ', ' <span style=\"color: #ff0000;\">value_col2<\/span> ']. <span style=\"color: #3366ff;\">mean<\/span> ()<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Metode 3: Hitung rata-rata kolom yang dikelompokkan berdasarkan beberapa kolom<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">groupby<\/span> ([' <span style=\"color: #ff0000;\">group_col1<\/span> ', ' <span style=\"color: #ff0000;\">group_col2<\/span> '])[' <span style=\"color: #ff0000;\">value_col<\/span> ']. <span style=\"color: #3366ff;\">mean<\/span> ()<\/strong><\/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;\"> <strong><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', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">position<\/span> ': ['G', 'F', 'F', 'G', 'F', 'F', 'G', 'G'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [30, 22, 19, 14, 14, 11, 20, 28],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [4, 3, 7, 7, 12, 15, 8, 4]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team position points assists\n0 AG 30 4\n1 AF 22 3\n2 FY 19 7\n3 AG 14 7\n4 BF 14 12\n5 BF 11 15\n6 BG 20 8\n7 BG 28 4\n<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>Contoh 1: Hitung rata-rata kolom yang dikelompokkan berdasarkan kolom<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menghitung nilai rata-rata kolom <strong>poin<\/strong> yang dikelompokkan berdasarkan kolom <strong>tim<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#calculate mean of points grouped by team\n<\/span>df. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">team<\/span> ')[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">mean<\/span> ()\n\nteam\nAt 9:25 p.m.\nB 18.25\nName: points, dtype: float64\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Dari hasilnya kita dapat melihat:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Nilai rata-rata poin tim A adalah <strong>21,25<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Nilai rata-rata poin tim B adalah <strong>18,25<\/strong> .<\/span><\/li>\n<\/ul>\n<h2> <span style=\"color: #000000;\"><strong>Contoh 2: Hitung rata-rata beberapa kolom yang dikelompokkan berdasarkan satu kolom<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menghitung nilai rata-rata kolom <strong>poin<\/strong> dan nilai rata-rata kolom <strong>assist<\/strong> yang dikelompokkan berdasarkan kolom <strong>tim<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#calculate mean of points and mean of assists grouped by team<\/span>\ndf. <span style=\"color: #3366ff;\">groupby<\/span> (' <span style=\"color: #ff0000;\">team<\/span> ')[[' <span style=\"color: #ff0000;\">points<\/span> ', ' <span style=\"color: #ff0000;\">assists<\/span> ']]. <span style=\"color: #3366ff;\">mean<\/span> ()\n\n       assist points\nteam\t\t\nAt 21.25 5.25\nB 18.25 9.75\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Outputnya menampilkan nilai rata-rata <strong>poin<\/strong> dan rata-rata nilai <strong>assist<\/strong> untuk setiap tim.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Contoh 3: Hitung rata-rata kolom yang dikelompokkan berdasarkan beberapa kolom<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menghitung nilai rata-rata kolom <strong>poin<\/strong> yang dikelompokkan berdasarkan kolom <strong>tim<\/strong> dan <strong>posisi<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#calculate mean of points, grouped by team and position\n<\/span>df. <span style=\"color: #3366ff;\">groupby<\/span> ([' <span style=\"color: #ff0000;\">team<\/span> ', ' <span style=\"color: #ff0000;\">position<\/span> '])[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">mean<\/span> ()\n\nteam position\nFY 20.5\n      G 22.0\nBF 12.5\n      G 24.0\nName: points, dtype: float64\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Dari hasilnya kita dapat melihat:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Nilai rata-rata poin pemain dari tim A dan posisi F adalah <strong>20,5<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Nilai rata-rata poin pemain dari tim A dan posisi G adalah <strong>22<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Nilai rata-rata poin pemain dari tim B dan posisi F adalah <strong>12,5<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Nilai rata-rata poin pemain dari tim B dan posisi G adalah <strong>24<\/strong> .<\/span><\/li>\n<\/ul>\n<h2> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Tutorial berikut menjelaskan cara menjalankan fungsi umum lainnya di panda:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/maks-per-kelompok-panda\/\" target=\"_blank\" rel=\"noopener\">Bagaimana menemukan nilai maksimal per grup di Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/kelompok-panda-berdasarkan-jumlah\/\" target=\"_blank\" rel=\"noopener\">Cara mencari jumlah per grup di panda<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/jumlah-panda-per-kelompok\/\" target=\"_blank\" rel=\"noopener\">Cara menghitung kuantil berdasarkan kelompok di Pandas<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anda dapat menggunakan metode berikut untuk menghitung nilai rata-rata per kelompok panda: Metode 1: Hitung rata-rata kolom yang dikelompokkan berdasarkan kolom df. groupby ([&#8216; group_col &#8216;])[&#8216; value_col &#8216;]. mean () Metode 2: Hitung rata-rata beberapa kolom yang dikelompokkan berdasarkan satu kolom df. groupby ([&#8216; group_col &#8216;])[&#8216; value_col1 &#8216;, &#8216; value_col2 &#8216;]. mean () Metode 3: [&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 rata-rata grup di panda (dengan contoh) - Statorial<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara menghitung nilai rata-rata per grup di pandas DataFrame, 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\/panda-sedang-per-kelompok\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara menghitung rata-rata grup di panda (dengan contoh) - Statorial\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara menghitung nilai rata-rata per grup di pandas DataFrame, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/panda-sedang-per-kelompok\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-16T19:08:28+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\/panda-sedang-per-kelompok\/\",\"url\":\"https:\/\/statorials.org\/id\/panda-sedang-per-kelompok\/\",\"name\":\"Cara menghitung rata-rata grup di panda (dengan contoh) - Statorial\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-16T19:08:28+00:00\",\"dateModified\":\"2023-07-16T19:08:28+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara menghitung nilai rata-rata per grup di pandas DataFrame, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/panda-sedang-per-kelompok\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/panda-sedang-per-kelompok\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/panda-sedang-per-kelompok\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara menghitung rata-rata grup di panda (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. Dengan pengalaman dan keahlian yang luas di bidang statistika, saya ingin berbagi ilmu untuk memberdayakan mahasiswa melalui Statorials. Baca selengkapnya\",\"sameAs\":[\"http:\/\/statorials.org\/id\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Cara menghitung rata-rata grup di panda (dengan contoh) - Statorial","description":"Tutorial ini menjelaskan cara menghitung nilai rata-rata per grup di pandas DataFrame, dengan beberapa contoh.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/id\/panda-sedang-per-kelompok\/","og_locale":"id_ID","og_type":"article","og_title":"Cara menghitung rata-rata grup di panda (dengan contoh) - Statorial","og_description":"Tutorial ini menjelaskan cara menghitung nilai rata-rata per grup di pandas DataFrame, dengan beberapa contoh.","og_url":"https:\/\/statorials.org\/id\/panda-sedang-per-kelompok\/","og_site_name":"Statorials","article_published_time":"2023-07-16T19:08:28+00:00","author":"Benjamin anderson","twitter_card":"summary_large_image","twitter_misc":{"Ditulis oleh":"Benjamin anderson","Estimasi waktu membaca":"2 menit"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/id\/panda-sedang-per-kelompok\/","url":"https:\/\/statorials.org\/id\/panda-sedang-per-kelompok\/","name":"Cara menghitung rata-rata grup di panda (dengan contoh) - Statorial","isPartOf":{"@id":"https:\/\/statorials.org\/id\/#website"},"datePublished":"2023-07-16T19:08:28+00:00","dateModified":"2023-07-16T19:08:28+00:00","author":{"@id":"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81"},"description":"Tutorial ini menjelaskan cara menghitung nilai rata-rata per grup di pandas DataFrame, dengan beberapa contoh.","breadcrumb":{"@id":"https:\/\/statorials.org\/id\/panda-sedang-per-kelompok\/#breadcrumb"},"inLanguage":"id","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/id\/panda-sedang-per-kelompok\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/id\/panda-sedang-per-kelompok\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/statorials.org\/id\/"},{"@type":"ListItem","position":2,"name":"Cara menghitung rata-rata grup di panda (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. Dengan pengalaman dan keahlian yang luas di bidang statistika, saya ingin berbagi ilmu untuk memberdayakan mahasiswa melalui Statorials. Baca selengkapnya","sameAs":["http:\/\/statorials.org\/id"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/posts\/3569"}],"collection":[{"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/comments?post=3569"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/posts\/3569\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/media?parent=3569"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/categories?post=3569"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/tags?post=3569"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}