{"id":2369,"date":"2023-07-22T14:09:57","date_gmt":"2023-07-22T14:09:57","guid":{"rendered":"https:\/\/statorials.org\/id\/panda-menjatuhkan-baris-dengan-syarat\/"},"modified":"2023-07-22T14:09:57","modified_gmt":"2023-07-22T14:09:57","slug":"panda-menjatuhkan-baris-dengan-syarat","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/panda-menjatuhkan-baris-dengan-syarat\/","title":{"rendered":"Cara menghapus baris di pandas dataframe berdasarkan kondisi"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Kita dapat menggunakan sintaks berikut untuk menghapus baris di pandas DataFrame berdasarkan kondisi:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Metode 1: Hapus baris berdasarkan satu kondisi<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df = df[df. <span style=\"color: #3366ff;\">col1<\/span> &gt; 8]\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Metode 2: Hapus baris berdasarkan beberapa kondisi<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df = df[(df. <span style=\"color: #3366ff;\">col1<\/span> &gt; 8) <span style=\"color: #800080;\">&amp;<\/span> (df. <span style=\"color: #3366ff;\">col2<\/span> != ' <span style=\"color: #ff0000;\">A<\/span> ')]\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Catatan<\/strong> : Kita juga dapat menggunakan fungsi <strong>drop()<\/strong> untuk menghapus baris dari DataFrame, namun fungsi ini terbukti jauh lebih lambat daripada sekadar menetapkan DataFrame ke versi yang difilter itu sendiri.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara menggunakan sintaksis ini dalam praktiknya 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 style=\"color: #000000;\">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;\">pos<\/span> ': ['G', 'G', 'F', 'F', 'G', 'G', 'F', 'F'],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9, 9, 4],\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': [11, 8, 10, 6, 6, 5, 9, 12]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span>df\n\n\tteam pos assists rebounds\n0 A G 5 11\n1 A G 7 8\n2 A F 7 10\n3 A F 9 6\n4 B G 12 6\n5 B G 9 5\n6 B F 9 9\n7 B F 4 12<\/span><\/span><\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Metode 1: Hapus baris berdasarkan satu kondisi<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Kode berikut menunjukkan cara menghapus baris di DataFrame berdasarkan kondisi:<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #008080;\">#drop rows where value in 'assists' column is less than or equal to 8\n<\/span><span style=\"color: #000000;\">df = df[df.<\/span> <span style=\"color: #000000;\"><span style=\"color: #3366ff;\">assists<\/span> <span style=\"color: #000000;\">&gt; 8] \n\n<\/span><span style=\"color: #000000;\"><span style=\"color: #008080;\">#view updated DataFrame<\/span>\ndf\n\n\tteam pos assists rebounds\n3 A F 9 6\n4 B G 12 6\n5 B G 9 5\n6 B F 9 9\n<\/span><\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Setiap baris dengan nilai kurang dari atau sama dengan 8 di kolom \u201cbantuan\u201d telah dihapus dari DataFrame.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Metode 2: Hapus baris berdasarkan beberapa kondisi<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menghapus baris di DataFrame berdasarkan beberapa kondisi:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#only keep rows where 'assists' is greater than 8 and rebounds is greater than 5\n<\/span>df = df[(df. <span style=\"color: #3366ff;\">assists<\/span> &gt; 8) <span style=\"color: #800080;\">&amp;<\/span> (df. <span style=\"color: #3366ff;\">rebounds<\/span> &gt; 5)]\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span>df\n\n\tteam pos assists rebounds\n3 A F 9 6\n4 B G 12 6\n5 B G 9 5\n6 B F 9 9\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Satu-satunya baris yang kami simpan di DataFrame adalah baris yang nilai assistnya lebih besar dari 8 <em>dan<\/em> nilai reboundnya lebih besar dari 5.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa kita juga dapat menggunakan <strong>|<\/strong> operator untuk menerapkan filter &#8220;atau&#8221;:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#only keep rows where 'assists' is greater than 8 or rebounds is greater than 10\n<\/span>df = df[(df. <span style=\"color: #3366ff;\">assists<\/span> &gt; 8) <span style=\"color: #800080;\">|<\/span> (df. <span style=\"color: #3366ff;\">rebounds<\/span> &gt; 10)]\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span>df\n\n\tteam pos assists rebounds\n0 A G 5 11\n3 A F 9 6\n4 B G 12 6\n5 B G 9 5\n6 B F 9 9\n7 B F 4 12\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Satu-satunya baris yang kami simpan di DataFrame adalah baris yang nilai bantuannya lebih besar dari 8 <i>atau<\/i> nilai pantulan lebih besar dari 10.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Setiap baris yang tidak memenuhi salah satu ketentuan ini akan dihapus.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Tutorial berikut menjelaskan cara melakukan operasi umum lainnya di panda:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/id\/panda-menjatuhkan-baris-dengan-nilai\/\" target=\"_blank\" rel=\"noopener\">Cara menghapus baris yang berisi nilai tertentu di Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/panda-menjatuhkan-baris-yang-berisi-string\/\" target=\"_blank\" rel=\"noopener\">Cara menghapus baris yang berisi string tertentu di Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/panda-menjatuhkan-baris-demi-indeks\/\" target=\"_blank\" rel=\"noopener\">Cara menghapus baris berdasarkan indeks di Pandas<\/a><br \/><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Kita dapat menggunakan sintaks berikut untuk menghapus baris di pandas DataFrame berdasarkan kondisi: Metode 1: Hapus baris berdasarkan satu kondisi df = df[df. col1 &gt; 8] Metode 2: Hapus baris berdasarkan beberapa kondisi df = df[(df. col1 &gt; 8) &amp; (df. col2 != &#8216; A &#8216;)] Catatan : Kita juga dapat menggunakan fungsi drop() untuk [&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 menghapus baris di Pandas DataFrame berdasarkan kondisi - Statorials<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara menghapus baris di pandas DataFrame berdasarkan kondisi, termasuk 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-menjatuhkan-baris-dengan-syarat\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara menghapus baris di Pandas DataFrame berdasarkan kondisi - Statorials\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara menghapus baris di pandas DataFrame berdasarkan kondisi, termasuk beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/panda-menjatuhkan-baris-dengan-syarat\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-22T14:09:57+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-menjatuhkan-baris-dengan-syarat\/\",\"url\":\"https:\/\/statorials.org\/id\/panda-menjatuhkan-baris-dengan-syarat\/\",\"name\":\"Cara menghapus baris di Pandas DataFrame berdasarkan kondisi - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-22T14:09:57+00:00\",\"dateModified\":\"2023-07-22T14:09:57+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara menghapus baris di pandas DataFrame berdasarkan kondisi, termasuk beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/panda-menjatuhkan-baris-dengan-syarat\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/panda-menjatuhkan-baris-dengan-syarat\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/panda-menjatuhkan-baris-dengan-syarat\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara menghapus baris di pandas dataframe berdasarkan kondisi\"}]},{\"@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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