{"id":1331,"date":"2023-07-26T20:37:47","date_gmt":"2023-07-26T20:37:47","guid":{"rendered":"https:\/\/statorials.org\/id\/awan-titik-panda\/"},"modified":"2023-07-26T20:37:47","modified_gmt":"2023-07-26T20:37:47","slug":"awan-titik-panda","status":"publish","type":"post","link":"https:\/\/statorials.org\/id\/awan-titik-panda\/","title":{"rendered":"Cara membuat titik cloud dari pandas dataframe"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Ada dua cara untuk membuat point cloud menggunakan data dari pandas DataFrame:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. Gunakan pandas.DataFrame.plot.scatter<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Salah satu cara untuk membuat scatterplot adalah dengan menggunakan fungsi <a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.plot.scatter.html\" target=\"_blank\" rel=\"noopener\">plot.scatter()<\/a> bawaan panda:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n\ndf. <span style=\"color: #3366ff;\">plot<\/span> . <span style=\"color: #3366ff;\">scatter<\/span> (x = ' <span style=\"color: #008000;\">x_column_name<\/span> ', y = ' <span style=\"color: #008000;\">y_columnn_name<\/span> ')<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>2. Gunakan matplotlib.pyplot.scatter<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Cara lain untuk membuat scatterplot adalah dengan menggunakan fungsi Matplotlib <a href=\"https:\/\/matplotlib.org\/api\/_as_gen\/matplotlib.pyplot.scatter.html#matplotlib.pyplot.scatter\" target=\"_blank\" rel=\"noopener\">pyplot.scatter()<\/a> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #107d3f;\">as<\/span> plt\n\nplt. <span style=\"color: #3366ff;\">scatter<\/span> (df.x, df.y)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Tutorial ini memberikan contoh penggunaan masing-masing metode ini.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 1: menggunakan panda<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menggunakan fungsi <a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.DataFrame.plot.scatter.html\" target=\"_blank\" rel=\"noopener\">plot.scatter()<\/a> untuk membuat plot sebar sederhana:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({'x': [1, 3, 3, 4, 5, 7, 9, 12, 13, 15],\n                   'y': [5, 7, 9, 7, 6, 12, 14, 18, 15, 22]})\n\n<span style=\"color: #008080;\">#create scatterplot<\/span>\ndf. <span style=\"color: #3366ff;\">plot<\/span> . <span style=\"color: #3366ff;\">scatter<\/span> (x=' <span style=\"color: #008000;\">x<\/span> ', y=' <span style=\"color: #008000;\">y<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12995 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/dispersion1.png\" alt=\"awan titik panda\" width=\"417\" height=\"277\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa Anda dapat menggunakan argumen <strong>s<\/strong> dan <strong>c<\/strong> untuk masing-masing mengubah ukuran dan warna titik:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">plot<\/span> . <span style=\"color: #3366ff;\">scatter<\/span> (x=' <span style=\"color: #008000;\">x<\/span> ', y=' <span style=\"color: #008000;\">y<\/span> ', s= <span style=\"color: #008000;\">60<\/span> , c=' <span style=\"color: #008000;\">green<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12996 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/dispersion2.png\" alt=\"Arahkan cloud menggunakan pandas DataFrame\" width=\"434\" height=\"283\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Contoh 2: menggunakan Matplotlib<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Kode berikut menunjukkan cara menggunakan fungsi <a href=\"https:\/\/matplotlib.org\/api\/_as_gen\/matplotlib.pyplot.scatter.html#matplotlib.pyplot.scatter\" target=\"_blank\" rel=\"noopener\">pyplot.scatter()<\/a> untuk membuat plot sebar:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n<span style=\"color: #107d3f;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #107d3f;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({'x': [1, 3, 3, 4, 5, 7, 9, 12, 13, 15],\n                   'y': [5, 7, 9, 7, 6, 12, 14, 18, 15, 22]})\n\n<span style=\"color: #008080;\">#create scatterplot<\/span>\nplt. <span style=\"color: #3366ff;\">scatter<\/span> (df.x, df.y)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12997 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/dispersion3.png\" alt=\"\" width=\"408\" height=\"272\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">Perhatikan bahwa Anda dapat menggunakan argumen <strong>s<\/strong> dan <strong>c<\/strong> untuk masing-masing mengubah ukuran dan warna titik:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">scatter<\/span> (df.x, df.y, s= <span style=\"color: #008000;\">60<\/span> , c=' <span style=\"color: #008000;\">purple<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-12998 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/dispersion4.png\" alt=\"\" width=\"421\" height=\"279\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\"><em>Anda dapat menemukan lebih banyak tutorial Python di sini .<\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ada dua cara untuk membuat point cloud menggunakan data dari pandas DataFrame: 1. Gunakan pandas.DataFrame.plot.scatter Salah satu cara untuk membuat scatterplot adalah dengan menggunakan fungsi plot.scatter() bawaan panda: import pandas as pd df. plot . scatter (x = &#8216; x_column_name &#8216;, y = &#8216; y_columnn_name &#8216;) 2. Gunakan matplotlib.pyplot.scatter Cara lain untuk membuat scatterplot adalah [&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 membuat titik cloud dari Pandas DataFrame<\/title>\n<meta name=\"description\" content=\"Tutorial ini menjelaskan cara membuat point cloud dari 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\/awan-titik-panda\/\" \/>\n<meta property=\"og:locale\" content=\"id_ID\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Cara membuat titik cloud dari Pandas DataFrame\" \/>\n<meta property=\"og:description\" content=\"Tutorial ini menjelaskan cara membuat point cloud dari pandas DataFrame, dengan beberapa contoh.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/id\/awan-titik-panda\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-26T20:37:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/dispersion1.png\" \/>\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\/awan-titik-panda\/\",\"url\":\"https:\/\/statorials.org\/id\/awan-titik-panda\/\",\"name\":\"Cara membuat titik cloud dari Pandas DataFrame\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/id\/#website\"},\"datePublished\":\"2023-07-26T20:37:47+00:00\",\"dateModified\":\"2023-07-26T20:37:47+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81\"},\"description\":\"Tutorial ini menjelaskan cara membuat point cloud dari pandas DataFrame, dengan beberapa contoh.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/id\/awan-titik-panda\/#breadcrumb\"},\"inLanguage\":\"id\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/id\/awan-titik-panda\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/id\/awan-titik-panda\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/statorials.org\/id\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Cara membuat titik cloud dari pandas dataframe\"}]},{\"@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 membuat titik cloud dari Pandas DataFrame","description":"Tutorial ini menjelaskan cara membuat point cloud dari 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\/awan-titik-panda\/","og_locale":"id_ID","og_type":"article","og_title":"Cara membuat titik cloud dari Pandas DataFrame","og_description":"Tutorial ini menjelaskan cara membuat point cloud dari pandas DataFrame, dengan beberapa contoh.","og_url":"https:\/\/statorials.org\/id\/awan-titik-panda\/","og_site_name":"Statorials","article_published_time":"2023-07-26T20:37:47+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/dispersion1.png"}],"author":"Benjamin anderson","twitter_card":"summary_large_image","twitter_misc":{"Ditulis oleh":"Benjamin anderson","Estimasi waktu membaca":"1 menit"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/id\/awan-titik-panda\/","url":"https:\/\/statorials.org\/id\/awan-titik-panda\/","name":"Cara membuat titik cloud dari Pandas DataFrame","isPartOf":{"@id":"https:\/\/statorials.org\/id\/#website"},"datePublished":"2023-07-26T20:37:47+00:00","dateModified":"2023-07-26T20:37:47+00:00","author":{"@id":"https:\/\/statorials.org\/id\/#\/schema\/person\/3d17a1160dd2d052b7c78e502cb9ec81"},"description":"Tutorial ini menjelaskan cara membuat point cloud dari pandas DataFrame, dengan beberapa contoh.","breadcrumb":{"@id":"https:\/\/statorials.org\/id\/awan-titik-panda\/#breadcrumb"},"inLanguage":"id","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/id\/awan-titik-panda\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/id\/awan-titik-panda\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/statorials.org\/id\/"},{"@type":"ListItem","position":2,"name":"Cara membuat titik cloud dari pandas dataframe"}]},{"@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\/1331"}],"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=1331"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/posts\/1331\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/media?parent=1331"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/categories?post=1331"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/id\/wp-json\/wp\/v2\/tags?post=1331"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}