{"id":2364,"date":"2023-07-22T14:41:49","date_gmt":"2023-07-22T14:41:49","guid":{"rendered":"https:\/\/statorials.org\/tr\/python-yeniden-ornekleme-zaman-serisi\/"},"modified":"2023-07-22T14:41:49","modified_gmt":"2023-07-22T14:41:49","slug":"python-yeniden-ornekleme-zaman-serisi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/python-yeniden-ornekleme-zaman-serisi\/","title":{"rendered":"Python&#39;da zaman serisi verileri nas\u0131l yeniden \u00f6rneklenir (\u00f6rneklerle)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Zaman serisi verilerinin <strong>yeniden \u00f6rneklenmesi,<\/strong> verilerin yeni bir d\u00f6nem boyunca \u00f6zetlenmesi veya toplanmas\u0131 anlam\u0131na gelir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Python&#8217;da zaman serisi verilerini yeniden \u00f6rneklemek i\u00e7in a\u015fa\u011f\u0131daki temel s\u00f6zdizimini kullanabiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#find sum of values in column1 by month<\/span>\nweekly_df[' <span style=\"color: #ff0000;\">column1<\/span> '] = df[' <span style=\"color: #ff0000;\">column1<\/span> ']. <span style=\"color: #3366ff;\">resample<\/span> (' <span style=\"color: #ff0000;\">M<\/span> '). <span style=\"color: #3366ff;\">sum<\/span> ()\n\n<span style=\"color: #008080;\">#find mean of values in column1 by week<\/span>\nweekly_df[' <span style=\"color: #ff0000;\">column1<\/span> '] = df[' <span style=\"color: #ff0000;\">column1<\/span> ']. <span style=\"color: #3366ff;\">resample<\/span> (' <span style=\"color: #ff0000;\">W<\/span> '). <span style=\"color: #3366ff;\">mean<\/span> () \n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Zaman serisi verilerini a\u015fa\u011f\u0131dakiler dahil farkl\u0131 zaman aral\u0131klar\u0131na yeniden \u00f6rnekleyebilece\u011fimizi unutmay\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>S<\/strong> : Saniye<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>dakika<\/strong> : Dakika<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>H<\/strong> : Saat<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>J<\/strong> :G\u00fcn<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>K<\/strong> : Hafta<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>M<\/strong> : Ay<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>Soru<\/strong> : \u00c7eyrek<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>C<\/strong> : Y\u0131l<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnek, pratikte zaman serisi verilerinin nas\u0131l yeniden \u00f6rneklenece\u011fini g\u00f6sterir.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek: Python&#8217;da Zaman Serisi Verilerini Yeniden \u00d6rnekleme<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Bir \u015firketin bir y\u0131ll\u0131k s\u00fcre boyunca her saat ba\u015f\u0131na yapt\u0131\u011f\u0131 toplam sat\u0131\u015flar\u0131 g\u00f6steren a\u015fa\u011f\u0131daki panda DataFrame&#8217;e sahip oldu\u011fumuzu varsayal\u0131m:<\/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;\">#make this example reproducible\n<\/span>n.p. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">seeds<\/span> (0)\n\n<span style=\"color: #008080;\">#create DataFrame with hourly index\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> (index= <span style=\"color: #3366ff;\">pd.date_range<\/span> (' <span style=\"color: #ff0000;\">2020-01-06<\/span> ', ' <span style=\"color: #ff0000;\">2020-12-27<\/span> ', freq=' <span style=\"color: #ff0000;\">h<\/span> '))\n\n<span style=\"color: #008080;\">#add column to show sales by hour\n<\/span>df[' <span style=\"color: #ff0000;\">sales<\/span> '] = np. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">randint<\/span> (low=0, high=20, size= <span style=\"color: #008000;\">len<\/span> (df. <span style=\"color: #3366ff;\">index<\/span> ))\n\n<span style=\"color: #008080;\">#view first five rows of DataFrame\n<\/span>df. <span style=\"color: #3366ff;\">head<\/span> ()\n\n\t             dirty\n2020-01-06 00:00:00 12\n2020-01-06 01:00:00 15\n2020-01-06 02:00:00 0\n2020-01-06 03:00:00 3\n2020-01-06 04:00:00 3\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Sat\u0131\u015f verilerini g\u00f6rselle\u015ftirmek i\u00e7in bir \u00e7izgi grafi\u011fi olu\u015fturursak \u015funa benzer:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<\/span>\n#plot time series data\n<span style=\"color: #000000;\">plt. <span style=\"color: #3366ff;\">plot<\/span> (df. <span style=\"color: #3366ff;\">index<\/span> , df. <span style=\"color: #3366ff;\">sales<\/span> , linewidth= <span style=\"color: #008000;\">3<\/span> )<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-21395 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/heures1.png\" alt=\"\" width=\"575\" height=\"376\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu grafi\u011fin yorumlanmas\u0131 zor oldu\u011fundan sat\u0131\u015f verilerini haftalara g\u00f6re \u00f6zetleyebiliriz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create new DataFrame\n<span style=\"color: #000000;\">weekly_df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ()\n\n<span style=\"color: #008080;\">#create 'sales' column that summarizes total sales by week\n<\/span>weekly_df[' <span style=\"color: #ff0000;\">sales<\/span> '] = df[' <span style=\"color: #ff0000;\">sales<\/span> ']. <span style=\"color: #3366ff;\">resample<\/span> (' <span style=\"color: #ff0000;\">W<\/span> '). <span style=\"color: #3366ff;\">sum<\/span> ()\n\n<span style=\"color: #008080;\">#view first five rows of DataFrame\n<\/span>weekly_df. <span style=\"color: #3366ff;\">head<\/span> ()\n\n                dirty\n2020-01-12 1519\n2020-01-19 1589\n2020-01-26 1540\n2020-02-02 1562\n2020-02-09 1614<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Bu yeni DataFrame haftal\u0131k sat\u0131\u015flar\u0131n toplam\u0131n\u0131 g\u00f6sterir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Daha sonra bu haftal\u0131k verileri kullanarak bir zaman serisi grafi\u011fi olu\u015fturabiliriz:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<\/span>\n#plot weekly sales data\n<span style=\"color: #000000;\">plt. <span style=\"color: #3366ff;\">plot<\/span> ( <span style=\"color: #3366ff;\">weekly_df.index<\/span> , <span style=\"color: #3366ff;\">weekly_df.sales<\/span> , linewidth= <span style=\"color: #008000;\">3<\/span> )<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-21396 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/fois2.png\" alt=\"\" width=\"556\" height=\"328\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu grafi\u011fin okunmas\u0131 \u00e7ok daha kolayd\u0131r \u00e7\u00fcnk\u00fc ilk \u00f6rnekte 8.545 bireysel saate ili\u015fkin sat\u0131\u015f verilerinin aksine yaln\u0131zca 51 ayr\u0131 haftaya ait sat\u0131\u015f verilerini temsil ediyoruz.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>Not<\/strong> : Bu \u00f6rnekte sat\u0131\u015f verilerini haftaya g\u00f6re \u00f6zetledik, ancak daha az veri noktas\u0131 \u00e7izmek istersek bunu ay veya \u00e7eyre\u011fe g\u00f6re de \u00f6zetleyebiliriz.<\/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 i\u015flemlerin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/matplotlib-zaman-serisi\/\" target=\"_blank\" rel=\"noopener\">Matplotlib&#8217;de bir zaman serisi nas\u0131l \u00e7izilir<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/deniz-dogusu-zaman-cizelgesi\/\" target=\"_blank\" rel=\"noopener\">Seaborn&#8217;da bir zaman serisi nas\u0131l \u00e7izilir<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/piton-karti\/\" target=\"_blank\" rel=\"noopener\">Python&#8217;da zaman serilerinden MAPE nas\u0131l hesaplan\u0131r<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Zaman serisi verilerinin yeniden \u00f6rneklenmesi, verilerin yeni bir d\u00f6nem boyunca \u00f6zetlenmesi veya toplanmas\u0131 anlam\u0131na gelir. Python&#8217;da zaman serisi verilerini yeniden \u00f6rneklemek i\u00e7in a\u015fa\u011f\u0131daki temel s\u00f6zdizimini kullanabiliriz: #find sum of values in column1 by month weekly_df[&#8216; column1 &#8216;] = df[&#8216; column1 &#8216;]. resample (&#8216; M &#8216;). sum () #find mean of values in column1 by week [&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-2364","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 Zaman Serisi Verileri Nas\u0131l Yeniden \u00d6rneklenir (\u00d6rneklerle) - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde Python&#039;da zaman serisi verilerinin nas\u0131l yeniden \u00f6rneklenece\u011fi birka\u00e7 \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-yeniden-ornekleme-zaman-serisi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python&#039;da Zaman Serisi Verileri Nas\u0131l Yeniden \u00d6rneklenir (\u00d6rneklerle) - 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