{"id":1061,"date":"2023-07-27T19:45:54","date_gmt":"2023-07-27T19:45:54","guid":{"rendered":"https:\/\/statorials.org\/tr\/asimetri-basiklik-google-sayfalari\/"},"modified":"2023-07-27T19:45:54","modified_gmt":"2023-07-27T19:45:54","slug":"asimetri-basiklik-google-sayfalari","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/asimetri-basiklik-google-sayfalari\/","title":{"rendered":"Google e-tablolarda \u00e7arp\u0131kl\u0131k ve bas\u0131kl\u0131k nas\u0131l hesaplan\u0131r?"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0130statistikte <strong>\u00e7arp\u0131kl\u0131k<\/strong> ve <strong>bas\u0131kl\u0131k<\/strong> bir da\u011f\u0131l\u0131m\u0131n \u015feklini \u00f6l\u00e7menin iki yoludur.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u00c7arp\u0131kl\u0131k<\/strong> , bir da\u011f\u0131l\u0131m\u0131n \u00e7arp\u0131kl\u0131\u011f\u0131n\u0131n bir \u00f6l\u00e7\u00fcs\u00fcd\u00fcr. Bu de\u011fer pozitif ya da negatif olabilir.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Negatif \u00e7arp\u0131kl\u0131k, kuyru\u011fun da\u011f\u0131l\u0131m\u0131n sol taraf\u0131nda oldu\u011funu ve daha negatif de\u011ferlere do\u011fru uzand\u0131\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Pozitif bir \u00e7arp\u0131kl\u0131k, kuyru\u011fun da\u011f\u0131l\u0131m\u0131n sa\u011f taraf\u0131nda oldu\u011funu ve daha pozitif de\u011ferlere do\u011fru uzand\u0131\u011f\u0131n\u0131 g\u00f6sterir.<\/span><\/li>\n<li> <span style=\"color: #000000;\">S\u0131f\u0131r de\u011feri, da\u011f\u0131l\u0131mda asimetri olmad\u0131\u011f\u0131n\u0131, yani da\u011f\u0131l\u0131m\u0131n tamamen simetrik oldu\u011funu g\u00f6sterir.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><strong>Bas\u0131kl\u0131k,<\/strong> bir da\u011f\u0131l\u0131m\u0131n normal da\u011f\u0131l\u0131ma g\u00f6re a\u011f\u0131r m\u0131 yoksa hafif kuyruklu mu oldu\u011funun \u00f6l\u00e7\u00fcs\u00fcd\u00fcr.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Normal da\u011f\u0131l\u0131m\u0131n bas\u0131kl\u0131\u011f\u0131 3&#8217;t\u00fcr.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Belirli bir da\u011f\u0131l\u0131m\u0131n bas\u0131kl\u0131\u011f\u0131 3&#8217;ten k\u00fc\u00e7\u00fckse buna <em>playkurtic<\/em> denir, bu da normal da\u011f\u0131l\u0131ma g\u00f6re giderek daha az u\u00e7 de\u011ferler \u00fcretme e\u011filiminde oldu\u011fu anlam\u0131na gelir.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Belirli bir da\u011f\u0131l\u0131m\u0131n bas\u0131kl\u0131\u011f\u0131 3&#8217;ten b\u00fcy\u00fckse buna <em>leptokurtik<\/em> denir, bu da normal da\u011f\u0131l\u0131mdan daha fazla ayk\u0131r\u0131 de\u011fer \u00fcretme e\u011filiminde oldu\u011fu anlam\u0131na gelir.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde, Google E-Tablolar&#8217;da belirli bir veri k\u00fcmesi i\u00e7in hem \u00e7arp\u0131kl\u0131\u011f\u0131n hem de bas\u0131kl\u0131\u011f\u0131n nas\u0131l hesaplanaca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek: Google E-Tablolarda \u00c7arp\u0131kl\u0131k ve D\u00fczle\u015fme<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki veri setine sahip oldu\u011fumuzu varsayal\u0131m:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10936 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/skew_kurt_sheets1-1.png\" alt=\"\" width=\"371\" height=\"477\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Bu veri k\u00fcmesinin \u00e7arp\u0131kl\u0131\u011f\u0131n\u0131 ve bas\u0131kl\u0131\u011f\u0131n\u0131 hesaplamak i\u00e7in <strong>SKEW()<\/strong> ve <strong>KURT()<\/strong> i\u015flevlerini a\u015fa\u011f\u0131daki s\u00f6zdizimiyle kullanabiliriz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>E\u011e\u0130M (De\u011fer Tablosu)<\/strong><\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>KURT (De\u011fer Tablosu)<\/strong><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Her iki i\u015flevin de <strong>#B\u00d6L\/0 hatas\u0131 d\u00f6nd\u00fcrece\u011fini unutmamak \u00f6nemlidir!<\/strong> a\u015fa\u011f\u0131daki iki senaryoda:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u00dc\u00e7ten az veri noktas\u0131 varsa.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u00d6rnek standart sapmas\u0131 s\u0131f\u0131r ise.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki resimde bu i\u015flevlerin \u00f6zel veri k\u00fcmemiz i\u00e7in nas\u0131l kullan\u0131laca\u011f\u0131 g\u00f6sterilmektedir:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-10937 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/skew_kurt_sheets2.png\" alt=\"Google E-Tablolarda \u00c7arp\u0131kl\u0131k ve D\u00fczle\u015fme\" width=\"510\" height=\"492\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u00c7arp\u0131kl\u0131k <strong>-0,18490<\/strong> ve bas\u0131kl\u0131k <strong>0,34624<\/strong> olarak ortaya \u00e7\u0131k\u0131yor.<\/span><\/p>\n<h3> <strong>Ek Kaynak: \u00c7arp\u0131kl\u0131k ve Bas\u0131kl\u0131k Hesaplay\u0131c\u0131s\u0131<\/strong><\/h3>\n<p> Ayr\u0131ca belirli bir veri k\u00fcmesi i\u00e7in \u00e7arp\u0131kl\u0131\u011f\u0131 ve bas\u0131kl\u0131\u011f\u0131 otomatik olarak hesaplayan <a href=\"https:\/\/statorials.org\/tr\" target=\"_blank\" rel=\"noopener noreferrer\">\u0130statistiksel \u00c7arp\u0131kl\u0131k ve Bas\u0131kl\u0131k Hesaplay\u0131c\u0131&#8217;y\u0131<\/a> <span style=\"color: #000000;\">kullanarak belirli bir veri k\u00fcmesi i\u00e7in \u00e7arp\u0131kl\u0131\u011f\u0131 hesaplayabilirsiniz<\/span> <span style=\"color: #000000;\">.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0130statistikte \u00e7arp\u0131kl\u0131k ve bas\u0131kl\u0131k bir da\u011f\u0131l\u0131m\u0131n \u015feklini \u00f6l\u00e7menin iki yoludur. \u00c7arp\u0131kl\u0131k , bir da\u011f\u0131l\u0131m\u0131n \u00e7arp\u0131kl\u0131\u011f\u0131n\u0131n bir \u00f6l\u00e7\u00fcs\u00fcd\u00fcr. Bu de\u011fer pozitif ya da negatif olabilir. Negatif \u00e7arp\u0131kl\u0131k, kuyru\u011fun da\u011f\u0131l\u0131m\u0131n sol taraf\u0131nda oldu\u011funu ve daha negatif de\u011ferlere do\u011fru uzand\u0131\u011f\u0131n\u0131 g\u00f6sterir. Pozitif bir \u00e7arp\u0131kl\u0131k, kuyru\u011fun da\u011f\u0131l\u0131m\u0131n sa\u011f taraf\u0131nda oldu\u011funu ve daha pozitif de\u011ferlere do\u011fru uzand\u0131\u011f\u0131n\u0131 g\u00f6sterir. S\u0131f\u0131r de\u011feri, [&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-1061","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>Google E-Tablolarda \u00c7arp\u0131kl\u0131k ve Bas\u0131kl\u0131k Nas\u0131l Hesaplan\u0131r?<\/title>\n<meta name=\"description\" content=\"Google E-Tablolar&#039;da bir veri k\u00fcmesinin \u00e7arp\u0131kl\u0131\u011f\u0131n\u0131n ve bas\u0131kl\u0131\u011f\u0131n\u0131n nas\u0131l hesaplanaca\u011f\u0131na dair bir \u00f6rnekle basit bir a\u00e7\u0131klama.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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