{"id":3652,"date":"2023-07-16T08:05:41","date_gmt":"2023-07-16T08:05:41","guid":{"rendered":"https:\/\/statorials.org\/tr\/pandalarda-kategorik-verileri-cizme\/"},"modified":"2023-07-16T08:05:41","modified_gmt":"2023-07-16T08:05:41","slug":"pandalarda-kategorik-verileri-cizme","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/pandalarda-kategorik-verileri-cizme\/","title":{"rendered":"Pandalarda kategorik veriler nas\u0131l \u00e7izilir (\u00f6rneklerle)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/tr\/kategorik-ve-niceliksel\/\" target=\"_blank\" rel=\"noopener\">Kategorik verileri<\/a> g\u00f6rselle\u015ftirmenin \u00fc\u00e7 yayg\u0131n yolu vard\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Grafik \u00e7ubu\u011fu<\/span><\/li>\n<li> <span style=\"color: #000000;\">Gruba g\u00f6re kutu grafikleri<\/span><\/li>\n<li> <span style=\"color: #000000;\">Mozaik araziler<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnekler Python&#8217;da bir panda DataFrame i\u00e7in bu grafiklerin her birinin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek 1: \u00c7ubuk Grafikler<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, belirli bir panda DataFrame&#8217;deki vardiyalar\u0131n s\u0131kl\u0131\u011f\u0131n\u0131 g\u00f6rselle\u015ftirmek i\u00e7in bir \u00e7ubuk grafi\u011fin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 g\u00f6sterir:<\/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', 'A', 'B', 'B', 'C', 'C', 'D'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [18, 22, 29, 25, 14, 11, 10, 15]})\n\n<span style=\"color: #008080;\">#create bar plot to visualize frequency of each team\n<\/span>df[' <span style=\"color: #ff0000;\">team<\/span> ']. <span style=\"color: #3366ff;\">value_counts<\/span> (). <span style=\"color: #3366ff;\">plot<\/span> (kind=' <span style=\"color: #ff0000;\">bar<\/span> ', xlabel=' <span style=\"color: #ff0000;\">Team<\/span> ', ylabel=' <span style=\"color: #ff0000;\">Count<\/span> ', rot= <span style=\"color: #008000;\">0<\/span> )\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-29969\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/plotcat1.jpg\" alt=\"pandalarda kategorik verileri \u00e7izme\" width=\"536\" height=\"402\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">X ekseni her tak\u0131m\u0131n ad\u0131n\u0131 g\u00f6sterir ve Y ekseni DataFrame&#8217;deki her tak\u0131m\u0131n s\u0131kl\u0131\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Not<\/strong> : <strong>rot=0<\/strong> arg\u00fcman\u0131 pandalara x ekseni etiketlerini x eksenine paralel olacak \u015fekilde d\u00f6nd\u00fcrmelerini s\u00f6yler.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek 2: Gruba g\u00f6re kutu grafikleri<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">K\u00fcmelenmi\u015f kutu grafikleri, kategorik bir de\u011fi\u015fkene g\u00f6re grupland\u0131r\u0131lm\u0131\u015f say\u0131sal bir de\u011fi\u015fkeni g\u00f6rselle\u015ftirmenin yararl\u0131 bir yoludur.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, a\u015fa\u011f\u0131daki kod, tak\u0131ma g\u00f6re grupland\u0131r\u0131lm\u0131\u015f olarak at\u0131lan puanlar\u0131n da\u011f\u0131l\u0131m\u0131n\u0131 g\u00f6steren kutu grafiklerinin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 g\u00f6sterir:<\/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', 'A', 'A', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [18, 22, 29, 25, 14, 11, 10, 15]})\n\n<span style=\"color: #008080;\">#create boxplot of points, grouped by team\n<\/span>df. <span style=\"color: #3366ff;\">boxplot<\/span> (column=[' <span style=\"color: #ff0000;\">points<\/span> '], by=' <span style=\"color: #ff0000;\">team<\/span> ', grid= <span style=\"color: #008000;\">False<\/span> , color=' <span style=\"color: #ff0000;\">black<\/span> ')\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29970 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/plotcat2.jpg\" alt=\"\" width=\"554\" height=\"435\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">X ekseni tak\u0131mlar\u0131, y ekseni ise her tak\u0131m\u0131n kazand\u0131\u011f\u0131 puanlar\u0131n da\u011f\u0131l\u0131m\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek 3: mozaik \u00e7izimi<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">D\u00f6\u015fenmi\u015f grafik, iki farkl\u0131 kategorik de\u011fi\u015fkenin frekanslar\u0131n\u0131 tek bir grafikte g\u00f6r\u00fcnt\u00fcleyen bir grafik t\u00fcr\u00fcd\u00fcr.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, a\u015fa\u011f\u0131daki kod, tek bir grafikte &#8220;sonu\u00e7&#8221; ve &#8220;ekip&#8221; kategorik de\u011fi\u015fkenlerinin s\u0131kl\u0131\u011f\u0131n\u0131 g\u00f6steren bir mozaik grafi\u011fin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 g\u00f6sterir:<\/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;\">from<\/span> statsmodels. <span style=\"color: #3366ff;\">graphics<\/span> . <span style=\"color: #3366ff;\">mosaicplot<\/span> <span style=\"color: #008000;\">import<\/span> mosaic\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', 'B', 'C', 'C', 'C'],\n                   ' <span style=\"color: #ff0000;\">result<\/span> ': ['W', 'L', 'L', 'W', 'W', 'L', 'L', 'W', 'W']})\n\n<span style=\"color: #008080;\">#create mosaic plot\n<\/span>mosaic(df, [' <span style=\"color: #ff0000;\">team<\/span> ', ' <span style=\"color: #ff0000;\">result<\/span> ']);<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-29971\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/plotcat3.jpg\" alt=\"pandalardaki kategorik veriler i\u00e7in mozaik grafi\u011fi\" width=\"522\" height=\"394\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">X ekseni tak\u0131mlar\u0131, y ekseni ise her tak\u0131m i\u00e7in sonu\u00e7lar\u0131n s\u0131kl\u0131\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki e\u011fitimlerde pandalarda di\u011fer ortak g\u00f6revlerin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/pandalar-arsaya-gore-gruplandirilir\/\" target=\"_blank\" rel=\"noopener\">Pandalarda Groupby ve Plot nas\u0131l kullan\u0131l\u0131r?<\/a><br \/><a href=\"https:\/\/statorials.org\/tr\/pandalar-sutun-dagilimi-grafigi\/\" target=\"_blank\" rel=\"noopener\">Pandalarda s\u00fctun de\u011ferlerinin da\u011f\u0131l\u0131m\u0131 nas\u0131l \u00e7izilir<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/yasam-boyu-pandalar\/\" target=\"_blank\" rel=\"noopener\">Bir panda grafi\u011finin \u015fekil boyutu nas\u0131l ayarlan\u0131r?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Kategorik verileri g\u00f6rselle\u015ftirmenin \u00fc\u00e7 yayg\u0131n yolu vard\u0131r: Grafik \u00e7ubu\u011fu Gruba g\u00f6re kutu grafikleri Mozaik araziler A\u015fa\u011f\u0131daki \u00f6rnekler Python&#8217;da bir panda DataFrame i\u00e7in bu grafiklerin her birinin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 g\u00f6sterir. \u00d6rnek 1: \u00c7ubuk Grafikler A\u015fa\u011f\u0131daki kod, belirli bir panda DataFrame&#8217;deki vardiyalar\u0131n s\u0131kl\u0131\u011f\u0131n\u0131 g\u00f6rselle\u015ftirmek i\u00e7in bir \u00e7ubuk grafi\u011fin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 g\u00f6sterir: import pandas as pd #createDataFrame df [&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":[],"class_list":["post-3652","post","type-post","status-publish","format-standard","hentry","category-rehber"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Pandalarda Kategorik Verilerin Grafi\u011fi Nas\u0131l \u00c7\u0131kar\u0131l\u0131r (\u00d6rneklerle) - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde pandalarda kategorik verilerin nas\u0131l \u00e7izilece\u011fi 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