{"id":3278,"date":"2023-07-18T08:09:04","date_gmt":"2023-07-18T08:09:04","guid":{"rendered":"https:\/\/statorials.org\/id\/tidak-dapat-menutupi-dengan-array-non-boolean-yang-berisi-nilai-na-nan\/"},"modified":"2023-07-18T08:09:04","modified_gmt":"2023-07-18T08:09:04","slug":"tidak-dapat-menutupi-dengan-array-non-boolean-yang-berisi-nilai-na-nan","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/tidak-dapat-menutupi-dengan-array-non-boolean-yang-berisi-nilai-na-nan\/","title":{"rendered":"Cara memperbaiki: valueerror: tidak dapat menutupi array non-boolean yang berisi nilai na\/nan"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Kesalahan yang mungkin Anda temui saat menggunakan pandas adalah:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #ff0000;\">ValueError<\/span> : Cannot mask with non-boolean array containing NA \/ NaN values\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Kesalahan ini biasanya terjadi ketika Anda mencoba mencari baris di pandas DataFrame yang berisi string tertentu, tetapi kolom yang Anda cari memiliki nilai NaN.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara memperbaiki kesalahan ini dalam praktiknya.<\/span><\/p>\n<h2> <strong>Bagaimana cara mereproduksi kesalahan tersebut<\/strong><\/h2>\n<p> <span style=\"color: #000000;\">Misalkan kita memiliki panda DataFrame berikut:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n<span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\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', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">position<\/span> ': ['Guard', 'Guard', np. <span style=\"color: #3366ff;\">nan<\/span> , 'Guard', 'Forward'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [22, 28, 14, 13, 19]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team position points\n0 A Guard 22\n1 A Guard 28\n2 A NaN 14\n3 B Guard 13\n4 B Forward 19<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Sekarang misalkan kita mencoba mengakses semua baris di DataFrame di mana kolom <strong>posisi<\/strong> berisi string \u201cPenjaga\u201d:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#access all rows where position column contains 'Guard'\n<\/span>df[df[' <span style=\"color: #ff0000;\">position<\/span> ']. <span style=\"color: #3366ff;\">str<\/span> . <span style=\"color: #3366ff;\">contains<\/span> (' <span style=\"color: #ff0000;\">Guard<\/span> ')]\n\n<span style=\"color: #ff0000;\">ValueError<\/span> : Cannot mask with non-boolean array containing NA \/ NaN values\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Kami menerima error karena ada nilai NaN di kolom <strong>posisi<\/strong> .<\/span><\/p>\n<h2> <strong>Bagaimana cara memperbaiki kesalahan tersebut<\/strong><\/h2>\n<p> <span style=\"color: #000000;\">Untuk menghindari kesalahan ini, cukup gunakan argumen <strong>na=False<\/strong> di fungsi <strong>str.contains()<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#access all rows where position column contains 'Guard', ignore NaN\n<\/span>df[df[' <span style=\"color: #ff0000;\">position<\/span> ']. <span style=\"color: #3366ff;\">str<\/span> . <span style=\"color: #3366ff;\">contains<\/span> (' <span style=\"color: #ff0000;\">Guard<\/span> ', na= <span style=\"color: #008000;\">False<\/span> )]\n\n        team position points\n0 A Guard 22\n1 A Guard 28\n3 B Guard 13\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Kali ini kita dapat mengakses semua baris yang berisi &#8220;Penjaga&#8221; di kolom <strong>posisi<\/strong> tanpa kesalahan apa pun.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Cara lain untuk menghindari kesalahan ini adalah dengan menggunakan <strong>.fillna(False)<\/strong> sebagai berikut:<\/span><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#access all rows where position column contains 'Guard', ignore NaN\n<\/span>df[df[' <span style=\"color: #ff0000;\">position<\/span> ']. <span style=\"color: #3366ff;\">str<\/span> . <span style=\"color: #3366ff;\">contains<\/span> (' <span style=\"color: #ff0000;\">Guard<\/span> '). <span style=\"color: #3366ff;\">fillna<\/span> ( <span style=\"color: #008000;\">False<\/span> )]\n\n        team position points\n0 A Guard 22\n1 A Guard 28\n3 B Guard 13<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Sekali lagi kita dapat mengakses semua baris yang berisi &#8220;Penjaga&#8221; di kolom <strong>posisi<\/strong> tanpa kesalahan apa pun.<\/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 memperbaiki kesalahan umum lainnya dengan Python:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/kesalahan-kunci-panda\/\" target=\"_blank\" rel=\"noopener\">Cara Memperbaiki KeyError di Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/valueerror-tidak-dapat-mengubah-float-nan-menjadi-integer\/\" target=\"_blank\" rel=\"noopener\">Cara Memperbaiki: ValueError: Tidak dapat mengubah float NaN menjadi int<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/operan-tidak-dapat-disiarkan-dengan-formulir\/\" target=\"_blank\" rel=\"noopener\">Cara Memperbaiki: ValueError: Operan tidak dapat disiarkan dengan bentuk<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Kesalahan yang mungkin Anda temui saat menggunakan pandas adalah: ValueError : Cannot mask with non-boolean array containing NA \/ NaN values Kesalahan ini biasanya terjadi ketika Anda mencoba mencari baris di pandas DataFrame yang berisi string tertentu, tetapi kolom yang Anda cari memiliki nilai NaN. Contoh berikut menunjukkan cara memperbaiki kesalahan ini dalam praktiknya. Bagaimana [&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 Memperbaiki: ValueError: Tidak dapat menutupi dengan array non-boolean yang berisi nilai NA\/NaN - Statologi<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara memperbaiki kesalahan berikut di panda: ValueError: Tidak dapat menutupi dengan array non-boolean yang berisi nilai NA\/NaN.\" \/>\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\/tidak-dapat-menutupi-dengan-array-non-boolean-yang-berisi-nilai-na-nan\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara Memperbaiki: ValueError: Tidak dapat menutupi dengan array non-boolean yang berisi nilai NA\/NaN - Statologi\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara memperbaiki kesalahan berikut di panda: ValueError: Tidak dapat menutupi dengan array non-boolean yang berisi nilai NA\/NaN.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/tidak-dapat-menutupi-dengan-array-non-boolean-yang-berisi-nilai-na-nan\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-18T08:09:04+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\/tidak-dapat-menutupi-dengan-array-non-boolean-yang-berisi-nilai-na-nan\/\",\"url\":\"https:\/\/statorials.org\/id\/tidak-dapat-menutupi-dengan-array-non-boolean-yang-berisi-nilai-na-nan\/\",\"name\":\"Cara Memperbaiki: ValueError: Tidak dapat menutupi dengan array non-boolean yang berisi nilai NA\/NaN - Statologi\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-18T08:09:04+00:00\",\"dateModified\":\"2023-07-18T08:09:04+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara memperbaiki kesalahan berikut di panda: ValueError: Tidak dapat menutupi dengan array non-boolean yang berisi nilai NA\/NaN.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/tidak-dapat-menutupi-dengan-array-non-boolean-yang-berisi-nilai-na-nan\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/tidak-dapat-menutupi-dengan-array-non-boolean-yang-berisi-nilai-na-nan\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/tidak-dapat-menutupi-dengan-array-non-boolean-yang-berisi-nilai-na-nan\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara memperbaiki: valueerror: tidak dapat menutupi array non-boolean yang berisi nilai na\/nan\"}]},{\"@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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