{"id":2240,"date":"2023-07-23T03:04:58","date_gmt":"2023-07-23T03:04:58","guid":{"rendered":"https:\/\/statorials.org\/tr\/pythonda-verileri-donusturme\/"},"modified":"2023-07-23T03:04:58","modified_gmt":"2023-07-23T03:04:58","slug":"pythonda-verileri-donusturme","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/pythonda-verileri-donusturme\/","title":{"rendered":"Python&#39;da veri nas\u0131l d\u00f6n\u00fc\u015ft\u00fcr\u00fcl\u00fcr (log, kare k\u00f6k, k\u00fcp k\u00f6k)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Bir\u00e7ok istatistiksel test, veri setlerinin normal \u015fekilde da\u011f\u0131ld\u0131\u011f\u0131n\u0131 varsayar. Ancak uygulamada \u00e7o\u011fu zaman durum b\u00f6yle de\u011fildir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu sorunu \u00e7\u00f6zmenin bir yolu, bir veri k\u00fcmesindeki de\u011ferlerin da\u011f\u0131l\u0131m\u0131n\u0131 \u00fc\u00e7 d\u00f6n\u00fc\u015f\u00fcmden birini kullanarak d\u00f6n\u00fc\u015ft\u00fcrmektir:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>1. G\u00fcnl\u00fck d\u00f6n\u00fc\u015f\u00fcm\u00fc:<\/strong> yan\u0131t de\u011fi\u015fkenini y&#8217;den <strong>log(y)&#8217;<\/strong> ye d\u00f6n\u00fc\u015ft\u00fcr\u00fcn.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>2. Karek\u00f6k d\u00f6n\u00fc\u015f\u00fcm\u00fc:<\/strong> Yan\u0131t de\u011fi\u015fkenini y&#8217;den <strong><span style=\"text-decoration: overline;\">\u221ay&#8217;ye<\/span><\/strong> d\u00f6n\u00fc\u015ft\u00fcr\u00fcn.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>3. K\u00fcp k\u00f6k d\u00f6n\u00fc\u015f\u00fcm\u00fc:<\/strong> yan\u0131t de\u011fi\u015fkenini y&#8217;den <strong>y <sup>1\/3&#8217;e<\/sup><\/strong> d\u00f6n\u00fc\u015ft\u00fcr\u00fcn.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu d\u00f6n\u00fc\u015f\u00fcmlerin ger\u00e7ekle\u015ftirilmesiyle veri k\u00fcmesi genel olarak daha normal da\u011f\u0131lm\u0131\u015f hale gelir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnekler bu d\u00f6n\u00fc\u015f\u00fcmlerin Python&#8217;da nas\u0131l ger\u00e7ekle\u015ftirilece\u011fini g\u00f6stermektedir.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Python&#8217;da G\u00fcnl\u00fck D\u00f6n\u00fc\u015f\u00fcm\u00fc<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, bir de\u011fi\u015fken \u00fczerinde <strong>logaritmik d\u00f6n\u00fc\u015f\u00fcm\u00fcn<\/strong> nas\u0131l ger\u00e7ekle\u015ftirilece\u011fini ve verilerin orijinal da\u011f\u0131l\u0131m\u0131n\u0131 ve loga d\u00f6n\u00fc\u015ft\u00fcr\u00fclm\u00fc\u015f da\u011f\u0131l\u0131m\u0131n\u0131 g\u00f6r\u00fcnt\u00fclemek i\u00e7in yan yana grafiklerin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 g\u00f6sterir:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\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 beta distributed random variable with 200 values\n<\/span>data = np. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">beta<\/span> (a= <span style=\"color: #008000;\">4<\/span> , b= <span style=\"color: #008000;\">15<\/span> , size= <span style=\"color: #008000;\">300<\/span> )\n\n<span style=\"color: #008080;\">#create log-transformed data\n<\/span>data_log = np. <span style=\"color: #3366ff;\">log<\/span> (data)\n\n<span style=\"color: #008080;\">#define grid of plots\n<\/span>fig, axs = plt. <span style=\"color: #3366ff;\">subplots<\/span> (nrows= <span style=\"color: #008000;\">1<\/span> , ncols= <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#create histograms\n<\/span>axs[0]. <span style=\"color: #3366ff;\">hist<\/span> (data, edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')\naxs[1]. <span style=\"color: #3366ff;\">hist<\/span> (data_log, edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')\n\n<span style=\"color: #008080;\">#add title to each histogram\n<\/span>axs[0]. <span style=\"color: #3366ff;\">set_title<\/span> (' <span style=\"color: #ff0000;\">Original Data<\/span> ')\naxs[1].set_title(' <span style=\"color: #ff0000;\">Log-Transformed Data<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20488 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/trans11.png\" alt=\"\" width=\"550\" height=\"384\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Log-d\u00f6n\u00fc\u015ft\u00fcr\u00fclm\u00fc\u015f da\u011f\u0131t\u0131m\u0131n orijinal da\u011f\u0131t\u0131mdan nas\u0131l daha normal da\u011f\u0131ld\u0131\u011f\u0131na dikkat edin.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Hala m\u00fckemmel bir &#8220;\u00e7an \u015fekli&#8221; de\u011fil ama normal da\u011f\u0131l\u0131ma orijinal da\u011f\u0131l\u0131mdan daha yak\u0131n.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Python&#8217;da Karek\u00f6k D\u00f6n\u00fc\u015f\u00fcm\u00fc<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, bir de\u011fi\u015fken \u00fczerinde <strong>karek\u00f6k d\u00f6n\u00fc\u015f\u00fcm\u00fcn\u00fcn<\/strong> nas\u0131l ger\u00e7ekle\u015ftirilece\u011fini ve verilerin orijinal da\u011f\u0131l\u0131m\u0131n\u0131 ve karek\u00f6k d\u00f6n\u00fc\u015ft\u00fcr\u00fclm\u00fc\u015f da\u011f\u0131l\u0131m\u0131n\u0131 g\u00f6r\u00fcnt\u00fclemek i\u00e7in yan yana grafiklerin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 g\u00f6sterir:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\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 beta distributed random variable with 200 values\n<\/span>data = np. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">beta<\/span> (a= <span style=\"color: #008000;\">1<\/span> , b= <span style=\"color: #008000;\">5<\/span> , size= <span style=\"color: #008000;\">300<\/span> )\n\n<span style=\"color: #008080;\">#create log-transformed data\n<\/span>data_log = np. <span style=\"color: #3366ff;\">sqrt<\/span> (data)\n\n<span style=\"color: #008080;\">#define grid of plots\n<\/span>fig, axs = plt. <span style=\"color: #3366ff;\">subplots<\/span> (nrows= <span style=\"color: #008000;\">1<\/span> , ncols= <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#create histograms\n<\/span>axs[0]. <span style=\"color: #3366ff;\">hist<\/span> (data, edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')\naxs[1]. <span style=\"color: #3366ff;\">hist<\/span> (data_log, edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')\n\n<span style=\"color: #008080;\">#add title to each histogram\n<\/span>axs[0]. <span style=\"color: #3366ff;\">set_title<\/span> (' <span style=\"color: #ff0000;\">Original Data<\/span> ')\naxs[1].set_title(' <span style=\"color: #ff0000;\">Square Root Transformed Data<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20490 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/trans12.png\" alt=\"\" width=\"555\" height=\"379\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Karek\u00f6k d\u00f6n\u00fc\u015ft\u00fcr\u00fclm\u00fc\u015f verilerin orijinal verilere g\u00f6re nas\u0131l \u00e7ok daha normal bir \u015fekilde da\u011f\u0131ld\u0131\u011f\u0131na dikkat edin.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Python&#8217;da K\u00fcp K\u00f6k D\u00f6n\u00fc\u015f\u00fcm\u00fc<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, bir de\u011fi\u015fken \u00fczerinde <strong>k\u00fcp k\u00f6k d\u00f6n\u00fc\u015f\u00fcm\u00fcn\u00fcn<\/strong> nas\u0131l ger\u00e7ekle\u015ftirilece\u011fini ve verilerin orijinal da\u011f\u0131l\u0131m\u0131n\u0131 ve k\u00fcp k\u00f6k d\u00f6n\u00fc\u015ft\u00fcr\u00fclm\u00fc\u015f da\u011f\u0131l\u0131m\u0131n\u0131 g\u00f6r\u00fcnt\u00fclemek i\u00e7in yan yana grafiklerin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 g\u00f6sterir:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\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 beta distributed random variable with 200 values\n<\/span>data = np. <span style=\"color: #3366ff;\">random<\/span> . <span style=\"color: #3366ff;\">beta<\/span> (a= <span style=\"color: #008000;\">1<\/span> , b= <span style=\"color: #008000;\">5<\/span> , size= <span style=\"color: #008000;\">300<\/span> )\n\n<span style=\"color: #008080;\">#create log-transformed data\n<\/span>data_log = np. <span style=\"color: #3366ff;\">cbrt<\/span> (data)\n\n<span style=\"color: #008080;\">#define grid of plots\n<\/span>fig, axs = plt. <span style=\"color: #3366ff;\">subplots<\/span> (nrows= <span style=\"color: #008000;\">1<\/span> , ncols= <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#create histograms\n<\/span>axs[0]. <span style=\"color: #3366ff;\">hist<\/span> (data, edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')\naxs[1]. <span style=\"color: #3366ff;\">hist<\/span> (data_log, edgecolor=' <span style=\"color: #ff0000;\">black<\/span> ')\n\n<span style=\"color: #008080;\">#add title to each histogram\n<\/span>axs[0]. <span style=\"color: #3366ff;\">set_title<\/span> (' <span style=\"color: #ff0000;\">Original Data<\/span> ')\naxs[1].set_title(' <span style=\"color: #ff0000;\">Cube Root Transformed Data<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20491 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/trans13.png\" alt=\"\" width=\"540\" height=\"370\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">K\u00fcp k\u00f6k\u00fc d\u00f6n\u00fc\u015ft\u00fcr\u00fclm\u00fc\u015f verilerin, orijinal verilere g\u00f6re nas\u0131l \u00e7ok daha normal bir \u015fekilde da\u011f\u0131ld\u0131\u011f\u0131na dikkat edin.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/tr\/z-puani-pitonu\/\" target=\"_blank\" rel=\"noopener\">Python&#8217;da Z puanlar\u0131 nas\u0131l hesaplan\u0131r<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/pythonda-verileri-normallestirme\/\" target=\"_blank\" rel=\"noopener\">Python&#8217;da veriler nas\u0131l normalle\u015ftirilir?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/normallik-hipotezi\/\" target=\"_blank\" rel=\"noopener\">\u0130statistikte normallik varsay\u0131m\u0131 nedir?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bir\u00e7ok istatistiksel test, veri setlerinin normal \u015fekilde da\u011f\u0131ld\u0131\u011f\u0131n\u0131 varsayar. Ancak uygulamada \u00e7o\u011fu zaman durum b\u00f6yle de\u011fildir. Bu sorunu \u00e7\u00f6zmenin bir yolu, bir veri k\u00fcmesindeki de\u011ferlerin da\u011f\u0131l\u0131m\u0131n\u0131 \u00fc\u00e7 d\u00f6n\u00fc\u015f\u00fcmden birini kullanarak d\u00f6n\u00fc\u015ft\u00fcrmektir: 1. G\u00fcnl\u00fck d\u00f6n\u00fc\u015f\u00fcm\u00fc: yan\u0131t de\u011fi\u015fkenini y&#8217;den log(y)&#8217; ye d\u00f6n\u00fc\u015ft\u00fcr\u00fcn. 2. Karek\u00f6k d\u00f6n\u00fc\u015f\u00fcm\u00fc: Yan\u0131t de\u011fi\u015fkenini y&#8217;den \u221ay&#8217;ye d\u00f6n\u00fc\u015ft\u00fcr\u00fcn. 3. K\u00fcp k\u00f6k d\u00f6n\u00fc\u015f\u00fcm\u00fc: yan\u0131t de\u011fi\u015fkenini y&#8217;den [&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-2240","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 Veri D\u00f6n\u00fc\u015ft\u00fcrme (Log, Kare K\u00f6k, K\u00fcp K\u00f6k) - Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde Python&#039;da yayg\u0131n veri d\u00f6n\u00fc\u015f\u00fcmlerinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi \u00e7e\u015fitli \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\/pythonda-verileri-donusturme\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python&#039;da Veri D\u00f6n\u00fc\u015ft\u00fcrme (Log, Kare K\u00f6k, K\u00fcp K\u00f6k) - Statorials\" \/>\n<meta property=\"og:description\" content=\"Bu e\u011fitimde Python&#039;da yayg\u0131n veri d\u00f6n\u00fc\u015f\u00fcmlerinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi \u00e7e\u015fitli \u00f6rneklerle a\u00e7\u0131klanmaktad\u0131r.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/pythonda-verileri-donusturme\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-23T03:04:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/trans11.png\" \/>\n<meta name=\"author\" content=\"Dr.benjamin anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dr.benjamin anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/tr\/pythonda-verileri-donusturme\/\",\"url\":\"https:\/\/statorials.org\/tr\/pythonda-verileri-donusturme\/\",\"name\":\"Python&#39;da Veri D\u00f6n\u00fc\u015ft\u00fcrme (Log, Kare K\u00f6k, K\u00fcp K\u00f6k) - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-23T03:04:58+00:00\",\"dateModified\":\"2023-07-23T03:04:58+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Bu e\u011fitimde Python&#39;da yayg\u0131n veri d\u00f6n\u00fc\u015f\u00fcmlerinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi \u00e7e\u015fitli \u00f6rneklerle a\u00e7\u0131klanmaktad\u0131r.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/pythonda-verileri-donusturme\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/pythonda-verileri-donusturme\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/pythonda-verileri-donusturme\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Python&#39;da veri nas\u0131l d\u00f6n\u00fc\u015ft\u00fcr\u00fcl\u00fcr (log, kare k\u00f6k, k\u00fcp k\u00f6k)\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/tr\/#website\",\"url\":\"https:\/\/statorials.org\/tr\/\",\"name\":\"Statorials\",\"description\":\"\u0130statistik okuryazarl\u0131\u011f\u0131 rehberiniz!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/tr\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"tr\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\",\"name\":\"Dr.benjamin anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/tr\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/tr\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"Dr.benjamin anderson\"},\"description\":\"Merhaba, ben Benjamin, emekli bir istatistik profes\u00f6r\u00fc ve Statorials \u00f6\u011fretmenine d\u00f6n\u00fc\u015ft\u00fcm. \u0130statistik alan\u0131ndaki kapsaml\u0131 deneyimim ve uzmanl\u0131\u011f\u0131mla, \u00f6\u011frencilerimi Statorials arac\u0131l\u0131\u011f\u0131yla g\u00fc\u00e7lendirmek i\u00e7in bilgilerimi payla\u015fmaya can at\u0131yorum. Daha fazlas\u0131n\u0131 bil\",\"sameAs\":[\"https:\/\/statorials.org\/tr\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Python&#39;da Veri D\u00f6n\u00fc\u015ft\u00fcrme (Log, Kare K\u00f6k, K\u00fcp K\u00f6k) - Statorials","description":"Bu e\u011fitimde Python&#39;da yayg\u0131n veri d\u00f6n\u00fc\u015f\u00fcmlerinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi \u00e7e\u015fitli \u00f6rneklerle a\u00e7\u0131klanmaktad\u0131r.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/tr\/pythonda-verileri-donusturme\/","og_locale":"tr_TR","og_type":"article","og_title":"Python&#39;da Veri D\u00f6n\u00fc\u015ft\u00fcrme (Log, Kare K\u00f6k, K\u00fcp K\u00f6k) - Statorials","og_description":"Bu e\u011fitimde Python&#39;da yayg\u0131n veri d\u00f6n\u00fc\u015f\u00fcmlerinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi \u00e7e\u015fitli \u00f6rneklerle a\u00e7\u0131klanmaktad\u0131r.","og_url":"https:\/\/statorials.org\/tr\/pythonda-verileri-donusturme\/","og_site_name":"Statorials","article_published_time":"2023-07-23T03:04:58+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/trans11.png"}],"author":"Dr.benjamin anderson","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Dr.benjamin anderson","Tahmini okuma s\u00fcresi":"4 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/tr\/pythonda-verileri-donusturme\/","url":"https:\/\/statorials.org\/tr\/pythonda-verileri-donusturme\/","name":"Python&#39;da Veri D\u00f6n\u00fc\u015ft\u00fcrme (Log, Kare K\u00f6k, K\u00fcp K\u00f6k) - Statorials","isPartOf":{"@id":"https:\/\/statorials.org\/tr\/#website"},"datePublished":"2023-07-23T03:04:58+00:00","dateModified":"2023-07-23T03:04:58+00:00","author":{"@id":"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48"},"description":"Bu e\u011fitimde Python&#39;da yayg\u0131n veri d\u00f6n\u00fc\u015f\u00fcmlerinin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi \u00e7e\u015fitli \u00f6rneklerle a\u00e7\u0131klanmaktad\u0131r.","breadcrumb":{"@id":"https:\/\/statorials.org\/tr\/pythonda-verileri-donusturme\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/tr\/pythonda-verileri-donusturme\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/tr\/pythonda-verileri-donusturme\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Ev","item":"https:\/\/statorials.org\/tr\/"},{"@type":"ListItem","position":2,"name":"Python&#39;da veri nas\u0131l d\u00f6n\u00fc\u015ft\u00fcr\u00fcl\u00fcr (log, kare k\u00f6k, k\u00fcp k\u00f6k)"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/tr\/#website","url":"https:\/\/statorials.org\/tr\/","name":"Statorials","description":"\u0130statistik okuryazarl\u0131\u011f\u0131 rehberiniz!","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/tr\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"tr"},{"@type":"Person","@id":"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48","name":"Dr.benjamin anderson","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/statorials.org\/tr\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/tr\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/tr\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"Dr.benjamin anderson"},"description":"Merhaba, ben Benjamin, emekli bir istatistik profes\u00f6r\u00fc ve Statorials \u00f6\u011fretmenine d\u00f6n\u00fc\u015ft\u00fcm. \u0130statistik alan\u0131ndaki kapsaml\u0131 deneyimim ve uzmanl\u0131\u011f\u0131mla, \u00f6\u011frencilerimi Statorials arac\u0131l\u0131\u011f\u0131yla g\u00fc\u00e7lendirmek i\u00e7in bilgilerimi payla\u015fmaya can at\u0131yorum. Daha fazlas\u0131n\u0131 bil","sameAs":["https:\/\/statorials.org\/tr"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/posts\/2240","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/comments?post=2240"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/posts\/2240\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/media?parent=2240"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/categories?post=2240"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/tr\/wp-json\/wp\/v2\/tags?post=2240"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}