{"id":2045,"date":"2023-07-23T23:03:35","date_gmt":"2023-07-23T23:03:35","guid":{"rendered":"https:\/\/statorials.org\/id\/panda-menggambarkan\/"},"modified":"2023-07-23T23:03:35","modified_gmt":"2023-07-23T23:03:35","slug":"panda-menggambarkan","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/panda-menggambarkan\/","title":{"rendered":"Cara menggunakan fungsi deskripsikan() di pandas (dengan contoh)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Anda dapat menggunakan fungsideskripsikan <strong>()<\/strong> untuk menghasilkan statistik deskriptif untuk DataFrame pandas.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Fungsi ini menggunakan sintaks dasar berikut:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>df. <span style=\"color: #3366ff;\">describe<\/span> ()\n<\/strong><\/span><\/pre>\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;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\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', 'B', 'B', 'B', 'C', 'C', 'C'],\n                   ' <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;\">#view DataFrame\n<\/span>df\n\n\tteam points assists rebounds\n0 to 25 5 11\n1 to 12 7 8\n2 B 15 7 10\n3 B 14 9 6\n4 B 19 12 6\n5 C 23 9 5\n6 C 25 9 9\n7 C 29 4 12\n<\/strong><\/span><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 1: Jelaskan semua kolom numerik<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Secara default, <strong>fungsideskripsikan()<\/strong> hanya menghasilkan statistik deskriptif untuk kolom numerik dari pandas DataFrame:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#generate descriptive statistics for all numeric columns\n<\/span>df. <span style=\"color: #3366ff;\">describe<\/span> ()\n\n\tpoints assists rebounds\ncount 8.000000 8.00000 8.000000\nmean 20.250000 7.75000 8.375000\nstd 6.158618 2.54951 2.559994\nmin 12.000000 4.00000 5.000000\n25% 14.750000 6.50000 6.000000\n50% 21.000000 8.00000 8.500000\n75% 25,000000 9,00000 10,250000\nmax 29.000000 12.00000 12.000000\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Statistik deskriptif ditampilkan untuk tiga kolom numerik DataFrame.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Catatan:<\/strong> Jika ada kolom yang nilainya hilang, panda akan otomatis mengecualikan nilai tersebut saat menghitung statistik deskriptif.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 2: jelaskan semua kolom<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Untuk menghitung statistik deskriptif untuk setiap kolom DataFrame, kita dapat menggunakan argumen <strong>include=&#8217;all&#8217;<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008080;\">#generate descriptive statistics for all columns\n<\/span>df. <span style=\"color: #3366ff;\">describe<\/span> (include=' <span style=\"color: #ff0000;\">all<\/span> ')\n<\/span>\n\tteam points assists rebounds\ncount 8 8.000000 8.00000 8.000000\nsingle 3 NaN NaN NaN\ntop B NaN NaN NaN\nfreq 3 NaN NaN NaN\nmean NaN 20.250000 7.75000 8.375000\nstd NaN 6.158618 2.54951 2.559994\nmin NaN 12.000000 4.00000 5.000000\n25% NaN 14.750000 6.50000 6.000000\n50% NaN 21.000000 8.00000 8.500000\n75% NaN 25.000000 9.00000 10.250000\nmax NaN 29.000000 12.00000 12.000000<\/strong><\/pre>\n<h3> <strong>Contoh 3: Jelaskan kolom tertentu<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menghitung statistik deskriptif untuk kolom tertentu dari pandas DataFrame:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate descriptive statistics for 'points' column only\n<span style=\"color: #000000;\">df[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">describe<\/span> ()\n\ncount 8.000000\nmean 20.250000\nstd 6.158618\nmin 12.000000\n25% 14.750000\n50% 21,000000\n75% 25,000000\nmax 29.000000\nName: points, dtype: float64<\/span>\n<\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menghitung statistik deskriptif untuk beberapa kolom tertentu:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate descriptive statistics for 'points' and 'assists' columns only\n<span style=\"color: #000000;\">df[[' <span style=\"color: #ff0000;\">points<\/span> ', ' <span style=\"color: #ff0000;\">assists<\/span> ']]. <span style=\"color: #3366ff;\">describe<\/span> ()\n\n\tassist points\ncount 8.000000 8.00000\nmean 20.250000 7.75000\nstd 6.158618 2.54951\nmin 12.000000 4.00000\n25% 14.750000 6.50000\n50% 21,000000 8,00000\n75% 25.000000 9.00000\nmax 29.000000 12.00000\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Anda dapat menemukan dokumentasi lengkap untuk fungsi <strong>deskripsikan()<\/strong> <a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.describe.html\" target=\"_blank\" rel=\"noopener\">di sini<\/a> .<\/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 menjalankan fungsi umum lainnya di panda:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/id\/nilai-unik-panda-di-kolom\/\" target=\"_blank\" rel=\"noopener\">Pandas: Cara menemukan nilai unik dalam kolom<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/perbedaan-panda-antar-baris\/\" target=\"_blank\" rel=\"noopener\">Pandas: cara mencari perbedaan antara dua garis<\/a><br \/> <a href=\"https:\/\/statorials.org\/id\/panda-menghitung-nilai-yang-hilang\/\" target=\"_blank\" rel=\"noopener\">Pandas: Cara menghitung nilai yang hilang di DataFrame<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Anda dapat menggunakan fungsideskripsikan () untuk menghasilkan statistik deskriptif untuk DataFrame pandas. Fungsi ini menggunakan sintaks dasar berikut: df. describe () Contoh berikut menunjukkan cara menggunakan sintaksis ini dalam praktiknya dengan pandas DataFrame berikut: import pandas as pd #createDataFrame df = pd. DataFrame ({&#8216; team &#8216;: [&#8216;A&#8217;, &#8216;A&#8217;, &#8216;B&#8217;, &#8216;B&#8217;, &#8216;B&#8217;, &#8216;C&#8217;, &#8216;C&#8217;, &#8216;C&#8217;], &#8216; [&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 menggunakan fungsideskripsikan() di Pandas (dengan contoh) \u2013 Statologi<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara menggunakan fungsi deskripsi() di panda, 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-menggambarkan\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara menggunakan fungsideskripsikan() di Pandas (dengan contoh) \u2013 Statologi\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara menggunakan fungsi deskripsi() di panda, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/panda-menggambarkan\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-23T23:03:35+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-menggambarkan\/\",\"url\":\"https:\/\/statorials.org\/id\/panda-menggambarkan\/\",\"name\":\"Cara menggunakan fungsideskripsikan() di Pandas (dengan contoh) \u2013 Statologi\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-23T23:03:35+00:00\",\"dateModified\":\"2023-07-23T23:03:35+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara menggunakan fungsi deskripsi() di panda, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/panda-menggambarkan\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/panda-menggambarkan\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/panda-menggambarkan\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara menggunakan fungsi deskripsikan() di pandas (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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