{"id":3277,"date":"2023-07-18T08:16:01","date_gmt":"2023-07-18T08:16:01","guid":{"rendered":"https:\/\/statorials.org\/id\/jumlah-tabel-pivot-panda-2\/"},"modified":"2023-07-18T08:16:01","modified_gmt":"2023-07-18T08:16:01","slug":"jumlah-tabel-pivot-panda-2","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/jumlah-tabel-pivot-panda-2\/","title":{"rendered":"Pandas: cara membuat tabel pivot dengan jumlah nilai"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Anda dapat menggunakan sintaks dasar berikut untuk membuat tabel pivot di panda yang menampilkan jumlah nilai di kolom tertentu:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>p.d. <span style=\"color: #3366ff;\">pivot_table<\/span> (df, values=' <span style=\"color: #ff0000;\">col1<\/span> ', index=' <span style=\"color: #ff0000;\">col2<\/span> ', columns=' <span style=\"color: #ff0000;\">col3<\/span> ', aggfunc=' <span style=\"color: #ff0000;\">sum<\/span> ')\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara menggunakan sintaksis ini dalam praktiknya.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Contoh: Membuat PivotTable Pandas dengan Jumlah Nilai<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Misalkan kita memiliki pandas DataFrame berikut yang berisi informasi tentang berbagai pemain bola basket:<\/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', 'G', 'F', 'F', 'G', 'F', 'F', 'F'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [4, 4, 6, 8, 9, 5, 5, 12]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n\n  team position points\n0 AG 4\n1 GA 4\n2 AF 6\n3AF 8\n4 BG 9\n5 BF 5\n6 BF 5\n7 BF 12<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara membuat tabel pivot di panda yang menampilkan jumlah nilai &#8220;titik&#8221; untuk setiap &#8220;tim&#8221; dan &#8220;posisi&#8221; di DataFrame:<\/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 pivot table\n<\/span>df_pivot = pd. <span style=\"color: #3366ff;\">pivot_table<\/span> (df, values=' <span style=\"color: #ff0000;\">points<\/span> ', index=' <span style=\"color: #ff0000;\">team<\/span> ', columns=' <span style=\"color: #ff0000;\">position<\/span> ',\n                          aggfunc=' <span style=\"color: #ff0000;\">sum<\/span> ')\n\n<span style=\"color: #008080;\">#view pivot table\n<\/span><span style=\"color: #008000;\">print<\/span> (df_pivot)\n\nFG position\nteam           \nAt 14 8\nB 22 9<\/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;\"><span style=\"color: #000000;\">Pemain tim A di posisi F mencetak total <strong>14<\/strong> poin.<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Pemain tim A di posisi G mencetak total <b>8<\/b> poin.<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Pemain tim B di posisi F mencetak total <b>22<\/b> poin.<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Pemain tim B di posisi G mencetak total <b>9<\/b> poin.<\/span><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Perhatikan bahwa kita juga bisa menggunakan argumen <strong>margin<\/strong> untuk menampilkan jumlah margin di tabel pivot:<\/span><\/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 pivot table with margins\n<\/span>df_pivot = pd. <span style=\"color: #3366ff;\">pivot_table<\/span> (df, values=' <span style=\"color: #ff0000;\">points<\/span> ', index=' <span style=\"color: #ff0000;\">team<\/span> ', columns=' <span style=\"color: #ff0000;\">position<\/span> ',\n                          aggfunc=' <span style=\"color: #ff0000;\">sum<\/span> ', margins= <span style=\"color: #008000;\">True<\/span> , margins_name=' <span style=\"color: #ff0000;\">Sum<\/span> ')\n\n<span style=\"color: #008080;\">#view pivot table\n<\/span><span style=\"color: #008000;\">print<\/span> (df_pivot)\n\nposition FG Sum\nteam                 \nA 14 8 22\nB 22 9 31\nTotal 36 17 53<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">PivotTable sekarang menampilkan jumlah baris dan kolom.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Catatan<\/strong> : Anda dapat menemukan dokumentasi lengkap fungsi pandas <strong>pivot_table()<\/strong> <a href=\"https:\/\/pandas.pydata.org\/docs\/reference\/api\/pandas.pivot_table.html\" target=\"_blank\" rel=\"noopener\">di sini<\/a> .<\/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 operasi umum lainnya di panda:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/panda-panjang-hingga-lebar\/\" target=\"_blank\" rel=\"noopener\">Pandas: Cara membentuk ulang DataFrame dari panjang ke lebar<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/panda-lebar-hingga-panjang\/\" target=\"_blank\" rel=\"noopener\">Pandas: Cara membentuk ulang DataFrame dari lebar ke panjang<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/pandas-mengelompokkan-dengan-menggabungkan-beberapa-kolom\/\" target=\"_blank\" rel=\"noopener\">Pandas: cara mengelompokkan dan menggabungkan beberapa kolom<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anda dapat menggunakan sintaks dasar berikut untuk membuat tabel pivot di panda yang menampilkan jumlah nilai di kolom tertentu: p.d. pivot_table (df, values=&#8217; col1 &#8216;, index=&#8217; col2 &#8216;, columns=&#8217; col3 &#8216;, aggfunc=&#8217; sum &#8216;) Contoh berikut menunjukkan cara menggunakan sintaksis ini dalam praktiknya. Contoh: Membuat PivotTable Pandas dengan Jumlah Nilai Misalkan kita memiliki pandas DataFrame [&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 tabel pivot dengan jumlah nilai - Statorials<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara membuat tabel pivot pandas yang menampilkan jumlah nilai, dengan 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\/jumlah-tabel-pivot-panda-2\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandas: Cara membuat tabel pivot dengan jumlah nilai - Statorials\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara membuat tabel pivot pandas yang menampilkan jumlah nilai, dengan sebuah contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/jumlah-tabel-pivot-panda-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-18T08:16:01+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\/jumlah-tabel-pivot-panda-2\/\",\"url\":\"https:\/\/statorials.org\/id\/jumlah-tabel-pivot-panda-2\/\",\"name\":\"Pandas: Cara membuat tabel pivot dengan jumlah nilai - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-18T08:16:01+00:00\",\"dateModified\":\"2023-07-18T08:16:01+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara membuat tabel pivot pandas yang menampilkan jumlah nilai, dengan sebuah contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/jumlah-tabel-pivot-panda-2\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/jumlah-tabel-pivot-panda-2\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/jumlah-tabel-pivot-panda-2\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pandas: cara membuat tabel pivot dengan jumlah nilai\"}]},{\"@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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