{"id":3271,"date":"2023-07-18T08:56:43","date_gmt":"2023-07-18T08:56:43","guid":{"rendered":"https:\/\/statorials.org\/id\/minimum-panda-per-grup\/"},"modified":"2023-07-18T08:56:43","modified_gmt":"2023-07-18T08:56:43","slug":"minimum-panda-per-grup","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/minimum-panda-per-grup\/","title":{"rendered":"Bagaimana menemukan nilai minimum per grup di pandas"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Anda dapat menggunakan metode berikut untuk menemukan nilai minimum per grup di pandas DataFrame:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Metode 1: Kelompokkan menurut setidaknya 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_column<\/span> ')[' <span style=\"color: #ff0000;\">values_column<\/span> ']. <span style=\"color: #3366ff;\">min<\/span> ()\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Metode 2: kelompokkan beberapa kolom berdasarkan minimum<\/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_column<\/span> ')[' <span style=\"color: #ff0000;\">values_column1<\/span> ', ' <span style=\"color: #ff0000;\">values_column2<\/span> ']. <span style=\"color: #3366ff;\">min<\/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: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd<\/span>\n\n#create pandas DataFrame<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'A', 'B', 'B', 'B', 'C', 'C'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ':[24, 23, 27, 11, 14, 8, 13],\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': [11, 8, 7, 6, 6, 5, 12]})\n\n<span style=\"color: #008080;\">#display DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points rebounds\n0 to 24 11\n1 to 23 8\n2 B 27 7\n3 B 11 6\n4 B 14 6\n5 C 8 5\n6 C 13 12<\/strong><\/pre>\n<h2> <strong>Contoh 1: Kelompokkan berdasarkan minimal satu kolom<\/strong><\/h2>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara mencari nilai minimum 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;\">#find minimum value of points, 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: #3366ff;\">min<\/span> () \n\nteam\nAt 23\nB 11\nC 8\nName: points, dtype: int64\n<\/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;\">Nilai poin minimum untuk Tim A adalah <strong>23<\/strong> .<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\">Nilai poin minimum untuk Tim B adalah <strong>11<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">Nilai poin minimum untuk tim C adalah <strong>8<\/strong> .<\/span><\/li>\n<\/ul>\n<h2> <strong>Contoh 2:<\/strong> <strong>Kelompokkan berdasarkan minimal beberapa kolom<\/strong><\/h2>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara mencari nilai minimum kolom <strong>poin<\/strong> dan <strong>rebound<\/strong> , yang dikelompokkan berdasarkan kolom <strong>tim<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find minimum value of points and rebounds, 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;\">rebounds<\/span> ']]. <span style=\"color: #3366ff;\">min<\/span> () \n\n    rebound points\nteam\t\t\nAt 23 8\nB 11 6\nC 8 5\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Dari hasilnya kita dapat melihat:<\/span><\/p>\n<p> <span style=\"color: #000000;\">Tim A:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Poin minimal: <strong>23<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">Rebound minimum: <strong>8<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Tim B:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Poin minimal: <strong>11<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">Rebound minimum: <strong>6<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Tim C:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Poin minimal: <strong>8<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\">Pentalan minimum: <strong>5<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>Catatan<\/strong> : Penting untuk menggunakan tanda kurung ganda saat menentukan kolom nilai, jika tidak, Anda mungkin menerima kesalahan.<\/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 panda umum lainnya:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/adalah-kolom-panda\/\" target=\"_blank\" rel=\"noopener noreferrer\">Cara menghitung jumlah kolom di Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/kolom-panda-rata-rata\/\" target=\"_blank\" rel=\"noopener noreferrer\">Cara menghitung rata-rata kolom di Pandas<\/a><br \/> Bagaimana menemukan nilai maksimum kolom di Pandas<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anda dapat menggunakan metode berikut untuk menemukan nilai minimum per grup di pandas DataFrame: Metode 1: Kelompokkan menurut setidaknya satu kolom df. groupby (&#8216; group_column &#8216;)[&#8216; values_column &#8216;]. min () Metode 2: kelompokkan beberapa kolom berdasarkan minimum df. groupby (&#8216; group_column &#8216;)[&#8216; values_column1 &#8216;, &#8216; values_column2 &#8216;]. min () Contoh berikut menunjukkan cara menggunakan setiap [&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 mencari nilai minimum per grup di panda \u2013 Statologi<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara mencari nilai minimum berdasarkan grup di pandas DataFrame, termasuk contohnya.\" \/>\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\/minimum-panda-per-grup\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara mencari nilai minimum per grup di panda \u2013 Statologi\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara mencari nilai minimum berdasarkan grup di pandas DataFrame, termasuk contohnya.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/minimum-panda-per-grup\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-18T08:56:43+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=\"1 menit\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/id\/minimum-panda-per-grup\/\",\"url\":\"https:\/\/statorials.org\/id\/minimum-panda-per-grup\/\",\"name\":\"Cara mencari nilai minimum per grup di panda \u2013 Statologi\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-18T08:56:43+00:00\",\"dateModified\":\"2023-07-18T08:56:43+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara mencari nilai minimum berdasarkan grup di pandas DataFrame, termasuk contohnya.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/minimum-panda-per-grup\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/minimum-panda-per-grup\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/minimum-panda-per-grup\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Bagaimana menemukan nilai minimum per grup di pandas\"}]},{\"@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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