{"id":1849,"date":"2023-07-24T18:12:53","date_gmt":"2023-07-24T18:12:53","guid":{"rendered":"https:\/\/statorials.org\/id\/pandas-merangkai-tabel-numpy\/"},"modified":"2023-07-24T18:12:53","modified_gmt":"2023-07-24T18:12:53","slug":"pandas-merangkai-tabel-numpy","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/pandas-merangkai-tabel-numpy\/","title":{"rendered":"Cara mengonversi seri pandas ke array numpy (dengan contoh)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Anda dapat menggunakan sintaks berikut untuk mengonversi seri pandas menjadi array NumPy:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>seriesName. <span style=\"color: #3366ff;\">to_numpy<\/span> ()\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Contoh berikut menunjukkan cara menggunakan sintaksis ini dalam praktiknya.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 1: Konversi Seri ke Array NumPy<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara mengonversi seri pandas menjadi array NumPy:<\/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<span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#define series<\/span>\nx = pd. <span style=\"color: #3366ff;\">Series<\/span> ([1, 2, 5, 6, 9, 12, 15])\n\n<span style=\"color: #008080;\">#convert series to NumPy array<\/span>\nnew_array = x. <span style=\"color: #3366ff;\">to_numpy<\/span> () \n\n<span style=\"color: #008080;\">#view NumPy array<\/span>\nnew_array\n\narray([ 1, 2, 5, 6, 9, 12, 15])\n\n<span style=\"color: #008080;\">#confirm data type<\/span>\ntype(new_array)\n\nnumpy.ndarray\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Dengan menggunakan fungsi <strong>type()<\/strong> , kami mengonfirmasi bahwa seri pandas telah dikonversi ke array NumPy.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 2: Ubah kolom DataFrame menjadi array NumPy<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara mengonversi kolom dari pandas DataFrame ke array NumPy:<\/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<span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#define DataFrame<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">points<\/span> ': [25, 12, 15, 14, 19, 23, 25, 29],\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;\">#convert 'points' column to NumPy array<\/span>\nnew_array = df[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">to_numpy<\/span> () \n\n<span style=\"color: #008080;\">#view NumPy array<\/span>\nnew_array\n\narray([25, 12, 15, 14, 19, 23, 25, 29])\n\n<span style=\"color: #008080;\">#confirm data type<\/span>\ntype(new_array)\n\nnumpy.ndarray<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Kita juga bisa menggunakan <strong>dtype()<\/strong> untuk memeriksa tipe data array NumPy baru:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#check datatype<\/span>\nnew_array. <span style=\"color: #3366ff;\">dtype<\/span>\n\ndtype('int64')\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Kita dapat melihat bahwa array NumPy baru adalah bilangan bulat.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Sumber daya tambahan<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/id\/kerangka-data-pandas-memiliki-array-numpy\/\" target=\"_blank\" rel=\"noopener\">Bagaimana mengonversi Pandas DataFrame ke array NumPy<\/a><br \/> Bagaimana mengonversi Pandas DataFrame ke Daftar<br \/> Bagaimana mengonversi kamus ke Pandas DataFrame<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anda dapat menggunakan sintaks berikut untuk mengonversi seri pandas menjadi array NumPy: seriesName. to_numpy () Contoh berikut menunjukkan cara menggunakan sintaksis ini dalam praktiknya. Contoh 1: Konversi Seri ke Array NumPy Kode berikut menunjukkan cara mengonversi seri pandas menjadi array NumPy: import pandas as pd import numpy as np #define series x = pd. Series [&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 Mengonversi Seri Pandas ke Array NumPy (Dengan Contoh)<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara mengonversi seri pandas menjadi array NumPy, 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\/pandas-merangkai-tabel-numpy\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara Mengonversi Seri Pandas ke Array NumPy (Dengan Contoh)\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara mengonversi seri pandas menjadi array NumPy, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/pandas-merangkai-tabel-numpy\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-24T18:12:53+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\/pandas-merangkai-tabel-numpy\/\",\"url\":\"https:\/\/statorials.org\/id\/pandas-merangkai-tabel-numpy\/\",\"name\":\"Cara Mengonversi Seri Pandas ke Array NumPy (Dengan Contoh)\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-24T18:12:53+00:00\",\"dateModified\":\"2023-07-24T18:12:53+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara mengonversi seri pandas menjadi array NumPy, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/pandas-merangkai-tabel-numpy\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/pandas-merangkai-tabel-numpy\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/pandas-merangkai-tabel-numpy\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara mengonversi seri pandas ke array numpy (dengan contoh)\"}]},{\"@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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