{"id":2826,"date":"2023-07-20T12:54:32","date_gmt":"2023-07-20T12:54:32","guid":{"rendered":"https:\/\/statorials.org\/tr\/piton-kumulatif-ortalama\/"},"modified":"2023-07-20T12:54:32","modified_gmt":"2023-07-20T12:54:32","slug":"piton-kumulatif-ortalama","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/piton-kumulatif-ortalama\/","title":{"rendered":"Python&#39;da k\u00fcm\u00fclatif ortalama nas\u0131l hesaplan\u0131r?"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>K\u00fcm\u00fclatif ortalama<\/strong> bize bir dizi de\u011ferin belirli bir noktaya kadar ortalamas\u0131n\u0131 anlat\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Pandas DataFrame&#8217;in bir s\u00fctunundaki de\u011ferlerin k\u00fcm\u00fclatif ortalamas\u0131n\u0131 hesaplamak i\u00e7in a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanabilirsiniz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df[' <span style=\"color: #ff0000;\">column_name<\/span> ']. <span style=\"color: #3366ff;\">expanding<\/span> (). <span style=\"color: #3366ff;\">mean<\/span> ()<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnek, bu s\u00f6zdiziminin pratikte nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek: Python&#8217;da K\u00fcm\u00fclatif Ortalamay\u0131 Hesaplama<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Diyelim ki bir ma\u011fazan\u0131n art arda 16 g\u00fcn boyunca yapt\u0131\u011f\u0131 toplam sat\u0131\u015flar\u0131 g\u00f6steren a\u015fa\u011f\u0131daki pandalar DataFrame&#8217;e sahibiz:<\/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<span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">day<\/span> ': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16],\n                   ' <span style=\"color: #ff0000;\">sales<\/span> ': [3, 6, 0, 2, 4, 1, 0, 1, 4, 7, 3, 3, 8, 3, 5, 5]})\n\n<span style=\"color: #008080;\">#view first five rows of DataFrame\n<\/span>df. <span style=\"color: #3366ff;\">head<\/span> ()\n\n\tday sales\n0 1 3\n1 2 6\n2 3 0\n3 4 2\n4 5 4<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Sat\u0131\u015f s\u00fctununun cari ortalamas\u0131n\u0131 hesaplamak i\u00e7in a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#calculate average of 'sales' column\n<\/span>df[' <span style=\"color: #ff0000;\">sales<\/span> ']. <span style=\"color: #3366ff;\">expanding<\/span> (). <span style=\"color: #3366ff;\">mean<\/span> ()\n\n0 3.000000\n1 4.500000\n2 3.000000\n3 2.750000\n4 3.000000\n5 2.666667\n6 2.285714\n7 2.125000\n8 2.333333\n9 2.800000\n10 2.818182\n11 2.833333\n12 3.230769\n13 3.214286\n14 3.333333\n15 3.437500\nName: sales, dtype: float64\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">K\u00fcm\u00fclatif ortalama de\u011ferleri \u015fu \u015fekilde yorumlayabiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u0130lk sat\u0131\u015flar\u0131n de\u011ferinin k\u00fcm\u00fclatif ortalamas\u0131 <strong>3&#8217;t\u00fcr<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0130lk iki sat\u0131\u015f de\u011ferinin k\u00fcm\u00fclatif ortalamas\u0131 <strong>4,5&#8217;tir<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0130lk \u00fc\u00e7 sat\u0131\u015f de\u011ferinin k\u00fcm\u00fclatif ortalamas\u0131 <strong>3&#8217;t\u00fcr<\/strong> .<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0130lk d\u00f6rt sat\u0131\u015f de\u011ferinin k\u00fcm\u00fclatif ortalamas\u0131 <strong>2,75&#8217;tir<\/strong> .<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Ve benzeri.<\/span><\/p>\n<p> <span style=\"color: #000000;\">K\u00fcm\u00fclatif ortalama sat\u0131\u015f de\u011ferlerini DataFrame&#8217;de yeni bir s\u00fctun olarak eklemek i\u00e7in a\u015fa\u011f\u0131daki kodu da kullanabilece\u011finizi unutmay\u0131n:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#add cumulative average sales as new column\n<\/span>df[' <span style=\"color: #ff0000;\">cum_avg_sales<\/span> '] = df[' <span style=\"color: #ff0000;\">sales<\/span> ']. <span style=\"color: #3366ff;\">expanding<\/span> (). <span style=\"color: #3366ff;\">mean<\/span> ()\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span>df\n\n\tday sales cum_avg_sales\n0 1 3 3.000000\n1 2 6 4.500000\n2 3 0 3.000000\n3 4 2 2.750000\n4 5 4 3.000000\n5 6 1 2.666667\n6 7 0 2.285714\n7 8 1 2.125000\n8 9 4 2.333333\n9 10 7 2.800000\n10 11 3 2.818182\n11 12 3 2.833333\n12 13 8 3.230769\n13 14 3 3.214286\n14 15 5 3.333333\n15 16 5 3.437500\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Cum_avg_sales<\/strong> s\u00fctunu, &#8220;sat\u0131\u015f&#8221; s\u00fctunundaki de\u011ferlerin k\u00fcm\u00fclatif ortalamas\u0131n\u0131 g\u00f6r\u00fcnt\u00fcler.<\/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 Python&#8217;da di\u011fer yayg\u0131n metriklerin nas\u0131l hesaplanaca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/pythonda-orta-boy\/\" target=\"_blank\" rel=\"noopener\">Python&#8217;da k\u0131rp\u0131lm\u0131\u015f ortalama nas\u0131l hesaplan\u0131r<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/geometrik-ortalama-pitonu\/\" target=\"_blank\" rel=\"noopener\">Python&#8217;da Geometrik Ortalama Nas\u0131l Hesaplan\u0131r?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/hareketli-ortalama-python\/\" target=\"_blank\" rel=\"noopener\">Python&#8217;da Hareketli Ortalamalar Nas\u0131l Hesaplan\u0131r?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>K\u00fcm\u00fclatif ortalama bize bir dizi de\u011ferin belirli bir noktaya kadar ortalamas\u0131n\u0131 anlat\u0131r. Pandas DataFrame&#8217;in bir s\u00fctunundaki de\u011ferlerin k\u00fcm\u00fclatif ortalamas\u0131n\u0131 hesaplamak i\u00e7in a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanabilirsiniz: df[&#8216; column_name &#8216;]. expanding (). mean () A\u015fa\u011f\u0131daki \u00f6rnek, bu s\u00f6zdiziminin pratikte nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir. \u00d6rnek: Python&#8217;da K\u00fcm\u00fclatif Ortalamay\u0131 Hesaplama Diyelim ki bir ma\u011fazan\u0131n art arda 16 g\u00fcn boyunca yapt\u0131\u011f\u0131 toplam [&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-2826","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 GPA Nas\u0131l Hesaplan\u0131r - 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