{"id":3146,"date":"2023-07-19T00:06:00","date_gmt":"2023-07-19T00:06:00","guid":{"rendered":"https:\/\/statorials.org\/tr\/python-gini-katsayisi\/"},"modified":"2023-07-19T00:06:00","modified_gmt":"2023-07-19T00:06:00","slug":"python-gini-katsayisi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/python-gini-katsayisi\/","title":{"rendered":"Python&#39;da gini katsay\u0131s\u0131 nas\u0131l hesaplan\u0131r (\u00f6rnekle)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Ad\u0131n\u0131 \u0130talyan istatistik\u00e7i <a href=\"https:\/\/en.wikipedia.org\/wiki\/Corrado_Gini\" target=\"_blank\" rel=\"noopener\">Corrado Gini&#8217;den<\/a> alan <strong>Gini katsay\u0131s\u0131<\/strong> , bir n\u00fcfusun gelir da\u011f\u0131l\u0131m\u0131n\u0131 \u00f6l\u00e7menin bir yoludur.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Gini katsay\u0131s\u0131n\u0131n de\u011feri 0 ila 1 aras\u0131nda de\u011fi\u015fir; burada daha y\u00fcksek de\u011ferler daha b\u00fcy\u00fck gelir e\u015fitsizli\u011fini temsil eder ve burada:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>0<\/strong> m\u00fckemmel gelir e\u015fitli\u011fini temsil eder (herkes ayn\u0131 gelire sahiptir)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>1<\/strong> tam gelir e\u015fitsizli\u011fini temsil eder (bir ki\u015fi t\u00fcm gelire sahiptir)<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u00dclkelere g\u00f6re Gini katsay\u0131lar\u0131n\u0131n bir listesini <a href=\"https:\/\/en.wikipedia.org\/wiki\/List_of_countries_by_income_equality\" target=\"_blank\" rel=\"noopener\">burada<\/a> bulabilirsiniz.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnek Python&#8217;da bir Gini katsay\u0131s\u0131n\u0131n nas\u0131l hesaplanaca\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek: Python&#8217;da Gini katsay\u0131s\u0131n\u0131 hesaplay\u0131n<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Python&#8217;da bir Gini katsay\u0131s\u0131n\u0131 hesaplamak i\u00e7in \u00f6ncelikle bir dizi NumPy de\u011feri i\u00e7in Gini katsay\u0131s\u0131n\u0131 hesaplayacak basit bir fonksiyon tan\u0131mlamam\u0131z gerekir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#define function to calculate Gini coefficient\n<\/span><span style=\"color: #008000;\">def<\/span> gini(x):\n    total = 0\n    <span style=\"color: #008000;\">for<\/span> i, xi <span style=\"color: #008000;\">in<\/span> enumerate(x[:-1], 1):\n        total += np. <span style=\"color: #3366ff;\">sum<\/span> (np. <span style=\"color: #3366ff;\">abs<\/span> (xi - x[i:]))\n    <span style=\"color: #008000;\">return<\/span> total \/ (len(x)**2 * <span style=\"color: #3366ff;\">np.mean<\/span> (x))<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">Daha sonra bu fonksiyonu, gelir de\u011ferleri tablosu i\u00e7in Gini katsay\u0131s\u0131n\u0131 hesaplamak i\u00e7in kullanaca\u011f\u0131z.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin 10 ki\u015finin y\u0131ll\u0131k gelirinin a\u015fa\u011f\u0131daki listeye sahip oldu\u011funu varsayal\u0131m:<\/span><\/p>\n<p> <span style=\"color: #000000;\">Gelir: 50.000 $, 50.000 $, 70.000 $, 70.000 $, 70.000 $, 90.000 $, 150.000 $, 150.000 $, 150.000 $, 150.000 $<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, bu pop\u00fclasyon i\u00e7in Gini katsay\u0131s\u0131n\u0131 hesaplamak \u00fczere az \u00f6nce olu\u015fturdu\u011fumuz <strong>gini()<\/strong> fonksiyonunun nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define NumPy array of income values\n<span style=\"color: #000000;\">income = np. <span style=\"color: #3366ff;\">array<\/span> ([50, 50, 70, 70, 70, 90, 150, 150, 150, 150])\n<\/span>\n#calculate Gini coefficient for array of incomes\n<span style=\"color: #000000;\">gini(incomes)\n\n0.226\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Gini katsay\u0131s\u0131 <strong>0,226<\/strong> olarak \u00e7\u0131k\u0131yor.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Not<\/strong> : Ger\u00e7ek d\u00fcnya senaryosunda, belirli bir \u00fclkedeki bireylerin y\u00fczbinlerce farkl\u0131 geliri olacakt\u0131r, ancak bu \u00f6rnekte basit bir \u00f6rnek olarak 10 ki\u015fiyi kulland\u0131k.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki e\u011fitimlerde farkl\u0131 istatistiksel yaz\u0131l\u0131mlar kullan\u0131larak bir Gini katsay\u0131s\u0131n\u0131n nas\u0131l hesaplanaca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/rdeki-gini-katsayisi\/\" target=\"_blank\" rel=\"noopener\">R&#8217;deki Gini katsay\u0131s\u0131 nas\u0131l hesaplan\u0131r?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/gini-katsayisi-excel\/\" target=\"_blank\" rel=\"noopener\">Excel&#8217;de Gini katsay\u0131s\u0131 nas\u0131l hesaplan\u0131r<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ad\u0131n\u0131 \u0130talyan istatistik\u00e7i Corrado Gini&#8217;den alan Gini katsay\u0131s\u0131 , bir n\u00fcfusun gelir da\u011f\u0131l\u0131m\u0131n\u0131 \u00f6l\u00e7menin bir yoludur. Gini katsay\u0131s\u0131n\u0131n de\u011feri 0 ila 1 aras\u0131nda de\u011fi\u015fir; burada daha y\u00fcksek de\u011ferler daha b\u00fcy\u00fck gelir e\u015fitsizli\u011fini temsil eder ve burada: 0 m\u00fckemmel gelir e\u015fitli\u011fini temsil eder (herkes ayn\u0131 gelire sahiptir) 1 tam gelir e\u015fitsizli\u011fini temsil eder (bir ki\u015fi t\u00fcm [&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-3146","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>Python&#039;da Gini Katsay\u0131s\u0131 Nas\u0131l Hesaplan\u0131r (\u00d6rnekle) - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde Python&#039;da bir Gini katsay\u0131s\u0131n\u0131n nas\u0131l hesaplanaca\u011f\u0131 tam bir \u00f6rnekle 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\/python-gini-katsayisi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python&#039;da Gini Katsay\u0131s\u0131 Nas\u0131l Hesaplan\u0131r (\u00d6rnekle) - 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