{"id":4306,"date":"2023-07-12T03:26:27","date_gmt":"2023-07-12T03:26:27","guid":{"rendered":"https:\/\/statorials.org\/tr\/pandalar-capraz-tablo-yuzdesi\/"},"modified":"2023-07-12T03:26:27","modified_gmt":"2023-07-12T03:26:27","slug":"pandalar-capraz-tablo-yuzdesi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/pandalar-capraz-tablo-yuzdesi\/","title":{"rendered":"Pandalar: y\u00fczdelerle \u00e7apraz tablo nas\u0131l olu\u015fturulur?"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Say\u0131lar yerine y\u00fczde de\u011ferlerini g\u00f6r\u00fcnt\u00fcleyen bir \u00e7apraz tablo olu\u015fturmak i\u00e7in pandas <strong>crosstab()<\/strong> i\u015flevindeki <strong>normalle\u015ftirme ba\u011f\u0131ms\u0131z<\/strong> de\u011fi\u015fkenini kullanabilirsiniz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>p.d. <span style=\"color: #3366ff;\">crosstab<\/span> (df. <span style=\"color: #3366ff;\">col1<\/span> , df. <span style=\"color: #3366ff;\">col2<\/span> , normalize=' <span style=\"color: #ff0000;\">index<\/span> ')\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Normalle\u015ftirme arg\u00fcman\u0131 \u00fc\u00e7 farkl\u0131 arg\u00fcman\u0131 kabul eder:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>all<\/strong> : T\u00fcm de\u011ferlere g\u00f6re y\u00fczdeyi g\u00f6sterir.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>index<\/strong> : Y\u00fczdeyi sat\u0131r de\u011ferlerinin toplam\u0131 olarak g\u00f6ster.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>S\u00fctunlar<\/strong> : Y\u00fczdeyi s\u00fctun de\u011ferlerinin toplam\u0131 olarak g\u00f6r\u00fcnt\u00fcler.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnekler, bu y\u00f6ntemlerin her birinin pratikte a\u015fa\u011f\u0131daki pandalar DataFrame ile nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir:<\/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\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'A', 'A', 'B', 'B', 'B', 'B', 'C', 'C', 'C', 'C '],\n                   ' <span style=\"color: #ff0000;\">position<\/span> ':['G', 'G', 'F', 'G', 'F', 'F', 'F', 'G', 'G', 'F', 'F'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [22, 25, 24, 39, 34, 20, 18, 17, 20, 19, 22]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n   team position points\n0 AG 22\n1 AG 25\n2 AF 24\n3 BG 39\n4 BF 34\n5 BF 20\n6 BF 18\n7 GC 17\n8 GC 20\n9 CF 19\n10 CF 22\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Tak\u0131m ve pozisyon ba\u015f\u0131na oyuncu say\u0131s\u0131 i\u00e7in varsay\u0131lan \u00e7apraz tablo \u015fu \u015fekilde g\u00f6r\u00fcnecektir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #008080;\">#create crosstab that displays count by team and position<\/span>\n<span style=\"color: #000000;\">p.d. <span style=\"color: #3366ff;\">crosstab<\/span> (df. <span style=\"color: #3366ff;\">team<\/span> , df. <span style=\"color: #3366ff;\">position<\/span> )\n\nposition F G\nteam\t\t\nAT 12\nB 3 1\nC 2 2<\/span>\n<\/span><\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek 1: T\u00fcm de\u011ferlere g\u00f6re y\u00fczdeler i\u00e7eren bir \u00e7apraz tablo olu\u015fturma<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">T\u00fcm de\u011ferlerin toplam say\u0131s\u0131na g\u00f6re her de\u011ferin y\u00fczdesini g\u00f6r\u00fcnt\u00fcleyen bir \u00e7apraz tablo olu\u015fturmak i\u00e7in <strong>crosstab()<\/strong> i\u015flevini <strong>normalize=all<\/strong> ba\u011f\u0131ms\u0131z de\u011fi\u015fkeniyle birlikte kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #008080;\">#create crosstab that displays counts as percentage relative to total count\n<\/span><\/span>p.d. <span style=\"color: #3366ff;\">crosstab<\/span> (df. <span style=\"color: #3366ff;\">team<\/span> , df. <span style=\"color: #3366ff;\">position<\/span> , normalize=' <span style=\"color: #ff0000;\">all<\/span> ')\n\nposition F G\nteam\t\t\nA 0.090909 0.181818\nB 0.272727 0.090909\nC 0.181818 0.181818\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">Sonucun nas\u0131l yorumlanaca\u011f\u0131 a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">F pozisyonundaki A tak\u0131m\u0131 oyuncular\u0131 toplam oyuncular\u0131n <strong>%9,09&#8217;unu<\/strong> temsil ediyor.<\/span><\/li>\n<li> <span style=\"color: #000000;\">G pozisyonundaki A tak\u0131m\u0131 oyuncular\u0131 toplam oyuncular\u0131n <strong>%18,18&#8217;ini<\/strong> temsil ediyor.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Ve benzeri.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek 2: Sat\u0131r toplamlar\u0131na g\u00f6re y\u00fczdeler i\u00e7eren bir \u00e7apraz tablo olu\u015fturma<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Sat\u0131r toplam\u0131na g\u00f6re her de\u011ferin y\u00fczdesini g\u00f6r\u00fcnt\u00fcleyen bir \u00e7apraz tablo olu\u015fturmak i\u00e7in <strong>crosstab()<\/strong> i\u015flevini <strong>normalize=index<\/strong> ba\u011f\u0131ms\u0131z de\u011fi\u015fkeniyle birlikte kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #008080;\">#create crosstab that displays counts as percentage relative to row totals\n<\/span><\/span>p.d. <span style=\"color: #3366ff;\">crosstab<\/span> (df. <span style=\"color: #3366ff;\">team<\/span> , df. <span style=\"color: #3366ff;\">position<\/span> , normalize=' <span style=\"color: #ff0000;\">index<\/span> ')\n\nposition F G\nteam\t\t\nA 0.333333 0.666667\nB 0.750000 0.250000\nC 0.500000 0.500000\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Sonucun nas\u0131l yorumlanaca\u011f\u0131 a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">F pozisyonundaki oyuncular A tak\u0131m\u0131n\u0131n toplam oyuncular\u0131n\u0131n <strong>%33,33&#8217;\u00fcn\u00fc<\/strong> temsil eder.<\/span><\/li>\n<li> <span style=\"color: #000000;\">F pozisyonundaki oyuncular B tak\u0131m\u0131n\u0131n toplam oyuncular\u0131n\u0131n <strong>%75&#8217;ini<\/strong> temsil eder.<\/span><\/li>\n<li> <span style=\"color: #000000;\">F pozisyonundaki oyuncular C tak\u0131m\u0131n\u0131n toplam oyuncular\u0131n\u0131n <strong>%50&#8217;sini<\/strong> temsil eder.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Ve benzeri.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u00d6rnek 3: S\u00fctun toplamlar\u0131na g\u00f6re y\u00fczdeleri i\u00e7eren bir \u00e7apraz tablo olu\u015fturma<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">Her bir de\u011ferin s\u00fctun toplam\u0131na g\u00f6re y\u00fczdelerini g\u00f6r\u00fcnt\u00fcleyen bir \u00e7apraz tablo olu\u015fturmak i\u00e7in <strong>crosstab()<\/strong> i\u015flevini <strong>normalize=columns<\/strong> ba\u011f\u0131ms\u0131z de\u011fi\u015fkeniyle birlikte kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #008080;\">#create crosstab that displays counts as percentage relative to column totals\n<\/span><\/span>p.d. <span style=\"color: #3366ff;\">crosstab<\/span> (df. <span style=\"color: #3366ff;\">team<\/span> , df. <span style=\"color: #3366ff;\">position<\/span> , normalize=' <span style=\"color: #ff0000;\">columns<\/span> ')\n\nposition F G\nteam\t\t\nA 0.166667 0.4\nB 0.500000 0.2\nC 0.333333 0.4\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Sonucun nas\u0131l yorumlanaca\u011f\u0131 a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">A tak\u0131m\u0131 oyuncular\u0131, F pozisyonundaki toplam oyuncular\u0131n <strong>%16,67&#8217;sini<\/strong> temsil ediyor.<\/span><\/li>\n<li> <span style=\"color: #000000;\">B Tak\u0131m\u0131 oyuncular\u0131, F pozisyonundaki toplam oyuncular\u0131n <strong>%50&#8217;sini<\/strong> temsil eder.<\/span><\/li>\n<li> <span style=\"color: #000000;\">C Tak\u0131m\u0131 oyuncular\u0131, F pozisyonundaki toplam oyuncular\u0131n <strong>%33,33&#8217;\u00fcn\u00fc<\/strong> temsil ediyor.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Ve benzeri.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Not<\/strong> : Pandas <strong>crosstab()<\/strong> i\u015flevinin tam belgelerini <a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.crosstab.html\" target=\"_blank\" rel=\"noopener\">burada<\/a> bulabilirsiniz.<\/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-grup-bazinda-deger-sayilari\/\" target=\"_blank\" rel=\"noopener\">Pandalar: GroupBy ve de\u011fer say\u0131lar\u0131 nas\u0131l kullan\u0131l\u0131r?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/pandalar-gruplandirma-kutulari\/\" target=\"_blank\" rel=\"noopener\">Pandalar: GroupBy&#8217;yi \u00e7\u00f6p kutusu say\u0131m\u0131 ile kullanma<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/pandalar-kosullu-sutundaki-degerleri-sayar\/\" target=\"_blank\" rel=\"noopener\">Pandalar: Ko\u015fullu bir s\u00fctundaki de\u011ferler nas\u0131l say\u0131l\u0131r?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Say\u0131lar yerine y\u00fczde de\u011ferlerini g\u00f6r\u00fcnt\u00fcleyen bir \u00e7apraz tablo olu\u015fturmak i\u00e7in pandas crosstab() i\u015flevindeki normalle\u015ftirme ba\u011f\u0131ms\u0131z de\u011fi\u015fkenini kullanabilirsiniz: p.d. crosstab (df. col1 , df. col2 , normalize=&#8217; index &#8216;) Normalle\u015ftirme arg\u00fcman\u0131 \u00fc\u00e7 farkl\u0131 arg\u00fcman\u0131 kabul eder: all : T\u00fcm de\u011ferlere g\u00f6re y\u00fczdeyi g\u00f6sterir. index : Y\u00fczdeyi sat\u0131r de\u011ferlerinin toplam\u0131 olarak g\u00f6ster. S\u00fctunlar : Y\u00fczdeyi s\u00fctun de\u011ferlerinin [&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-4306","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>Pandalar: Y\u00fczdelerle \u00e7apraz tablo nas\u0131l olu\u015fturulur - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde pandalarda \u00e7apraz tablonun nas\u0131l olu\u015fturulaca\u011f\u0131 ve h\u00fccrelerde y\u00fczdelerin nas\u0131l g\u00f6r\u00fcnt\u00fclenece\u011fi \u00f6rneklerle a\u00e7\u0131klanmaktad\u0131r.\" \/>\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\/tr\/pandalar-capraz-tablo-yuzdesi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandalar: Y\u00fczdelerle \u00e7apraz tablo nas\u0131l olu\u015fturulur - 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