{"id":2211,"date":"2023-07-23T06:00:10","date_gmt":"2023-07-23T06:00:10","guid":{"rendered":"https:\/\/statorials.org\/id\/panda-ganti-nan-dengan-nol\/"},"modified":"2023-07-23T06:00:10","modified_gmt":"2023-07-23T06:00:10","slug":"panda-ganti-nan-dengan-nol","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/panda-ganti-nan-dengan-nol\/","title":{"rendered":"Bagaimana cara mengganti nilai nan dengan nol di pandas"},"content":{"rendered":"

<\/p>\n

\n

Anda dapat menggunakan metode berikut untuk mengganti nilai NaN dengan nol di pandas DataFrame:<\/span><\/p>\n

Metode 1: Ganti nilai NaN dengan nol di kolom<\/strong><\/span><\/p>\n

 df[' col1<\/span> '] = df[' col1<\/span> ']. fillna<\/span> (0)\n<\/strong><\/span><\/pre>\n
 Metode 2: Ganti nilai NaN dengan nol di beberapa kolom<\/strong><\/span><\/p>\n
 df[[' col1<\/span> ', ' col2<\/span> ']] = df[[' col1<\/span> ', ' col2<\/span> ']]. fillna<\/span> (0)<\/strong><\/span><\/pre>\n
 Metode 3: Ganti nilai NaN dengan nol di semua kolom<\/strong><\/span><\/p>\n
 df = df. fillna<\/span> (0)<\/strong><\/span><\/pre>\n
 Contoh berikut menunjukkan cara menggunakan masing-masing metode ini dengan pandas DataFrame berikut:<\/span><\/p>\n
 import<\/span> pandas as<\/span> pd\nimport<\/span> numpy as<\/span> np\n\n#createDataFrame\n<\/span>df = pd. DataFrame<\/span> ({' points<\/span> ': [25, np.nan, 15, 14, 19, 23, 25, 29],\n                   ' assists<\/span> ': [5, np.nan, 7, np.nan, 12, 9, 9, 4],\n                   ' rebounds<\/span> ': [11, 8, 10, 6, 6, np.nan, 9, np.nan]})\n\n#view DataFrame\n<\/span>print<\/span> (df)\n\n   points assists rebounds\n0 25.0 5.0 11.0\n1 NaN NaN 8.0\n2 15.0 7.0 10.0\n3 14.0 NaN 6.0\n4 19.0 12.0 6.0\n5 23.0 9.0 NaN\n6 25.0 9.0 9.0\n7 29.0 4.0 NaN\n<\/strong><\/span><\/pre>\n
 Metode 1: Ganti nilai NaN dengan nol di kolom<\/strong><\/span><\/h3>\n
 Kode berikut menunjukkan cara mengganti nilai NaN dengan nol hanya di kolom “helps”:<\/span><\/p>\n
 #replace NaN values with zero in 'assists' column\ndf[' assists<\/span> '] = df[' assists<\/span> ']. fillna<\/span> (0)\n<\/span>\n#view updated DataFrame\nprint<\/span> (df)\n\n   points assists rebounds\n0 25.0 5.0 11.0\n1 NaN 0.0 8.0\n2 15.0 7.0 10.0\n3 14.0 0.0 6.0\n4 19.0 12.0 6.0\n5 23.0 9.0 NaN\n6 25.0 9.0 9.0\n7 29.0 4.0 NaN<\/span><\/span><\/strong><\/pre>\n
 Perhatikan bahwa nilai NaN di kolom “bantuan” telah diganti dengan nol, tetapi nilai NaN di setiap kolom lainnya masih tetap ada.<\/span><\/p>\n
 Metode 2: Ganti nilai NaN dengan nol di beberapa kolom<\/strong><\/span><\/h3>\n
 Kode berikut menunjukkan cara mengganti nilai NaN dengan nol pada kolom \u201cpoin\u201d dan \u201cbantuan\u201d:<\/span><\/p>\n
 #replace NaN values with zero in 'points' and 'assists' column\ndf[[' points<\/span> ', ' assists<\/span> ']] = df[[' points<\/span> ', ' assists<\/span> ']]. fillna<\/span> (0)\n<\/span>\n#view updated DataFrame\nprint<\/span> (df)\n\n   points assists rebounds\n0 25.0 5.0 11.0\n1 0.0 0.0 8.0\n2 15.0 7.0 10.0\n3 14.0 0.0 6.0\n4 19.0 12.0 6.0\n5 23.0 9.0 NaN\n6 25.0 9.0 9.0\n7 29.0 4.0 NaN<\/span><\/span><\/strong><\/pre>\n
 Metode 3: Ganti nilai NaN dengan nol di semua kolom<\/strong><\/span><\/h3>\n
 Kode berikut menunjukkan cara mengganti nilai NaN dengan nol di setiap kolom DataFrame:<\/span><\/p>\n
 #replace NaN values with zero in all columns\ndf = df. fillna<\/span> (0)\n<\/span>\n#view updated DataFrame\nprint<\/span> (df)\n\n   points assists rebounds\n0 25.0 5.0 11.0\n1 0.0 0.0 8.0\n2 15.0 7.0 10.0\n3 14.0 0.0 6.0\n4 19.0 12.0 6.0\n5 23.0 9.0 0.0\n6 25.0 9.0 9.0\n7 29.0 4.0 0.0<\/span><\/span><\/strong><\/pre>\n
 Sumber daya tambahan<\/strong><\/span><\/h3>\n
 Tutorial berikut menjelaskan cara melakukan operasi umum lainnya di panda:<\/span><\/p>\n
 Bagaimana cara mengganti nilai tertentu di Pandas<\/a>
 Cara memfilter Pandas DataFrame berdasarkan nilai kolom
 Cara mengisi nilai NA untuk beberapa kolom di Pandas<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
Anda dapat menggunakan metode berikut untuk mengganti nilai NaN dengan nol di pandas DataFrame: Metode 1: Ganti nilai NaN dengan nol di kolom df[‘ col1 ‘] = df[‘ col1 ‘]. fillna (0) Metode 2: Ganti nilai NaN dengan nol di beberapa kolom df[[‘ col1 ‘, ‘ col2 ‘]] = df[[‘ col1 ‘, ‘ col2 ‘]]. […]<\/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":"\nCara mengganti nilai NaN dengan nol di Pandas \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara mengganti nilai NaN dengan nol 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-ganti-nan-dengan-nol\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara mengganti nilai NaN dengan nol di Pandas \u2013 Statorials\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara mengganti nilai NaN dengan nol di pandas DataFrame, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/panda-ganti-nan-dengan-nol\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-23T06:00:10+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-ganti-nan-dengan-nol\/\",\"url\":\"https:\/\/statorials.org\/id\/panda-ganti-nan-dengan-nol\/\",\"name\":\"Cara mengganti nilai NaN dengan nol di Pandas \u2013 Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-23T06:00:10+00:00\",\"dateModified\":\"2023-07-23T06:00:10+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara mengganti nilai NaN dengan nol di pandas DataFrame, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/panda-ganti-nan-dengan-nol\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/panda-ganti-nan-dengan-nol\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/panda-ganti-nan-dengan-nol\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Bagaimana cara mengganti nilai nan dengan nol 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. 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 mengganti nilai NaN dengan nol di Pandas \u2013 Statorials","description":"Tutorial ini menjelaskan cara mengganti nilai NaN dengan nol 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-ganti-nan-dengan-nol\/","og_locale":"id_ID","og_type":"article","og_title":"Cara mengganti nilai NaN dengan nol di Pandas \u2013 Statorials","og_description":"Tutorial ini menjelaskan cara mengganti nilai NaN dengan nol di pandas DataFrame, dengan beberapa contoh.","og_url":"https:\/\/statorials.org\/id\/panda-ganti-nan-dengan-nol\/","og_site_name":"Statorials","article_published_time":"2023-07-23T06:00:10+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-ganti-nan-dengan-nol\/","url":"https:\/\/statorials.org\/id\/panda-ganti-nan-dengan-nol\/","name":"Cara mengganti nilai NaN dengan nol di Pandas \u2013 Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/id\/#website"},"datePublished":"2023-07-23T06:00:10+00:00","dateModified":"2023-07-23T06:00:10+00:00","author":{"@id":"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81"},"description":"Tutorial ini menjelaskan cara mengganti nilai NaN dengan nol di pandas DataFrame, dengan beberapa contoh.","breadcrumb":{"@id":"https:\/\/statorials.org\/id\/panda-ganti-nan-dengan-nol\/#breadcrumb"},"inLanguage":"id","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/id\/panda-ganti-nan-dengan-nol\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/id\/panda-ganti-nan-dengan-nol\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/statorials.org\/id\/"},{"@type":"ListItem","position":2,"name":"Bagaimana cara mengganti nilai nan dengan nol 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. 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\/2211"}],"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=2211"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/posts\/2211\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/media?parent=2211"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/categories?post=2211"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/tags?post=2211"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}