{"id":14859,"date":"2025-03-11T12:15:13","date_gmt":"2025-03-11T09:15:13","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/alisilmadik-ancak-yaygin-toplama-islemleri\/"},"modified":"2025-03-11T12:15:13","modified_gmt":"2025-03-11T09:15:13","slug":"alisilmadik-ancak-yaygin-toplama-islemleri","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/alisilmadik-ancak-yaygin-toplama-islemleri\/","title":{"rendered":"Al\u0131\u015f\u0131lmad\u0131k Ancak Yayg\u0131n Toplama \u0130\u015flemleri"},"content":{"rendered":"<p><body><\/p>\n<p>Al\u0131\u015f\u0131lmad\u0131k Ancak Yayg\u0131n Toplama \u0130\u015flemleri<\/p>\n<p>Veri analizi d\u00fcnyas\u0131nda, toplama i\u015flemleri verileri \u00f6zetlemek ve anlaml\u0131 bilgiler \u00e7\u0131karmak i\u00e7in olmazsa olmazd\u0131r.  SUM, AVG, COUNT gibi standart i\u015flemler olduk\u00e7a tan\u0131d\u0131kt\u0131r.  Ancak,  bazen verilerinizden en iyi \u015fekilde yararlanmak i\u00e7in daha yarat\u0131c\u0131 ve al\u0131\u015f\u0131lmad\u0131k yakla\u015f\u0131mlara ihtiya\u00e7 duyabilirsiniz. Bu makalede,  s\u0131k kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z ancak bazen g\u00f6z ard\u0131 edilen baz\u0131 toplama i\u015flemlerini ele alaca\u011f\u0131z.  Bunlar\u0131 anlamak, veri analizinizi bir \u00fcst seviyeye ta\u015f\u0131man\u0131za yard\u0131mc\u0131 olacakt\u0131r.<\/p>\n<h2>Medyan\u0131n G\u00fcc\u00fc: Ortalaman\u0131n \u00d6tesinde<\/h2>\n<p>Ortalama (AVG), verilerin genel e\u011filimini g\u00f6sterirken, medyan (ortalaman\u0131n aksine, veri setindeki say\u0131sal de\u011ferin tam ortas\u0131ndaki say\u0131), ayk\u0131r\u0131 de\u011ferlerden etkilenmeyen daha sa\u011flam bir merkez \u00f6l\u00e7\u00fcs\u00fcd\u00fcr.  \u00d6zellikle, verilerinizde a\u015f\u0131r\u0131 y\u00fcksek veya d\u00fc\u015f\u00fck de\u011ferler varsa, medyan ortalamadan daha g\u00fcvenilir bir sonu\u00e7 sa\u011flar.  \u00d6rne\u011fin, bir gayrimenkul \u015firketinin ev fiyatlar\u0131n\u0131 analiz ederken, birka\u00e7 l\u00fcks malik\u00e2nenin varl\u0131\u011f\u0131 ortalamay\u0131 y\u00fckseltebilir, ancak medyan daha ger\u00e7ek\u00e7i bir ortalama fiyat verecektir. <\/p>\n<h2>Mod: En S\u0131k G\u00f6r\u00fcnen De\u011fer<\/h2>\n<p>Mod, bir veri k\u00fcmesinde en s\u0131k tekrar eden de\u011ferdir.  Bu, kategori verileriyle \u00e7al\u0131\u015f\u0131rken \u00f6zellikle kullan\u0131\u015fl\u0131d\u0131r.  \u00d6rne\u011fin, bir e-ticaret \u015firketinin en \u00e7ok sat\u0131lan \u00fcr\u00fcn\u00fcn\u00fc bulmak i\u00e7in mod kullan\u0131labilir.  Ayn\u0131 zamanda, belirli bir \u00f6zelli\u011fin en pop\u00fcler se\u00e7ene\u011fini belirlemek i\u00e7in de kullan\u0131labilir.<\/p>\n<h2>Percentiller: Verilerin Da\u011f\u0131l\u0131m\u0131n\u0131 Anlamak<\/h2>\n<p>Percentiller, verilerin belirli bir y\u00fczdesinin alt\u0131na d\u00fc\u015fen de\u011feri g\u00f6sterir.  \u00d6rne\u011fin, 90. persentil, verilerin %90&#8217;\u0131n\u0131n alt\u0131na d\u00fc\u015fen de\u011feri temsil eder.  Bu, verilerin da\u011f\u0131l\u0131m\u0131n\u0131 daha detayl\u0131 anlamak ve ayk\u0131r\u0131 de\u011ferleri tespit etmek i\u00e7in kullan\u0131\u015fl\u0131 bir ara\u00e7t\u0131r.  Percentiller, \u00f6zellikle risk y\u00f6netimi ve finansal analiz gibi alanlarda yayg\u0131n olarak kullan\u0131l\u0131r.<\/p>\n<h2>\u0130leri D\u00fczey Toplama \u0130\u015flemleri: \u00d6rnekler<\/h2>\n<p>Veri analizi, sadece temel istatistiksel fonksiyonlar\u0131n \u00f6tesine ge\u00e7er.  Daha geli\u015fmi\u015f senaryolarda, \u00f6zel toplama fonksiyonlar\u0131 yazman\u0131z veya mevcut fonksiyonlar\u0131 birle\u015ftirmeniz gerekebilir. \u00d6rne\u011fin, SQL&#8217;de:<\/p>\n<pre><code>\n-- Her kategorideki \u00fcr\u00fcn say\u0131s\u0131n\u0131 bulan SQL sorgusu\nSELECT kategori, COUNT(*) AS \u00fcr\u00fcn_say\u0131s\u0131\nFROM \u00fcr\u00fcnler\nGROUP BY kategori;\n<\/code><\/pre>\n<p>Yukar\u0131daki SQL sorgusu, farkl\u0131 kategorilerdeki \u00fcr\u00fcnlerin say\u0131s\u0131n\u0131 hesaplar. Bu gibi \u00f6zel sorgulamalar, verilerinizden daha fazla bilgi elde etmenizi sa\u011flar.<\/p>\n<p>Python gibi programlama dillerinde de, NumPy ve Pandas k\u00fct\u00fcphaneleri ile  benzer ve hatta daha karma\u015f\u0131k toplama i\u015flemleri ger\u00e7ekle\u015ftirebilirsiniz.  \u00d6rne\u011fin, Pandas&#8217;\u0131n <code>groupby()<\/code> fonksiyonu, verileri gruplara ay\u0131rman\u0131za ve her grup i\u00e7in \u00f6zel toplama i\u015flemleri uygulaman\u0131za olanak tan\u0131r.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>Standart toplama i\u015flemlerinin \u00f6tesinde, verilerinizin zenginli\u011fini ortaya \u00e7\u0131karmak i\u00e7in daha bir\u00e7ok yol vard\u0131r.  Medyan, mod ve percentiller gibi alternatif \u00f6l\u00e7\u00fcmler,  verileri farkl\u0131 a\u00e7\u0131lardan analiz etmenizi ve daha derinlemesine anlaman\u0131za yard\u0131mc\u0131 olur.  Ayr\u0131ca, \u00f6zel ihtiya\u00e7lar\u0131n\u0131za g\u00f6re uyarlanm\u0131\u015f SQL sorgular\u0131 veya programlama kodlar\u0131 kullanarak, verilerinizden daha fazla bilgi \u00e7\u0131karabilirsiniz.  Bu y\u00f6ntemleri anlamak, veri analizinde daha etkili ve anlay\u0131\u015fl\u0131 sonu\u00e7lar elde etmenizi sa\u011flayacakt\u0131r.  Daha fazla bilgi i\u00e7in <a href=\"https:\/\/fatihsoysal.com\">web sitemi<\/a> ziyaret edebilirsiniz.  Ayr\u0131ca, <a href=\"https:\/\/dev.to\/esproc_spl\/unconventional-yet-common-aggregation-operations-55do\">bu makale<\/a> de faydal\u0131 olacakt\u0131r.<\/p>\n<h3>#Etiketler<\/h3>\n<p>veri analizi, toplama i\u015flemleri, aggregation, SQL, veritaban\u0131, programlama, Python, Pandas, NumPy, medyan, mod, persentil, ortalama, veri bilimi, istatistik,  veri g\u00f6rselle\u015ftirme<\/p>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Al\u0131\u015f\u0131lmad\u0131k Ancak Yayg\u0131n Toplama \u0130\u015flemleri Veri analizi d\u00fcnyas\u0131nda, toplama i\u015flemleri verileri \u00f6zetlemek ve anlaml\u0131 bilgiler \u00e7\u0131karmak i\u00e7in olmazsa&hellip;","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-14859","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v25.3.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Al\u0131\u015f\u0131lmad\u0131k Ancak Yayg\u0131n Toplama \u0130\u015flemleri<\/title>\n<meta name=\"description\" content=\"Veri analizi d\u00fcnyas\u0131nda, toplama i\u015flemleri verileri \u00f6zetlemek ve anlaml\u0131 bilgiler \u00e7\u0131karmak i\u00e7in olmazsa olmazd\u0131r. SUM, AVG, COUNT gibi standart i\u015flemler olduk\u00e7a tan\u0131d\u0131kt\u0131r. Ancak, bazen verilerinizden en iyi \u015fekilde yararlanmak i\u00e7in daha yarat\u0131c\u0131 ve al\u0131\u015f\u0131lmad\u0131k yakla\u015f\u0131mlara ihtiya\u00e7 duyabilirsiniz. Bu makalede, s\u0131k kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z ancak bazen g\u00f6z ard\u0131 edilen baz\u0131 toplama i\u015flemlerini ele alaca\u011f\u0131z. Bunlar\u0131 anlamak, veri analizinizi bir \u00fcst seviyeye ta\u015f\u0131man\u0131za yard\u0131mc\u0131 olacakt\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:\/\/fatihsoysal.com\/blog\/alisilmadik-ancak-yaygin-toplama-islemleri\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Al\u0131\u015f\u0131lmad\u0131k Ancak Yayg\u0131n Toplama \u0130\u015flemleri\" \/>\n<meta property=\"og:description\" content=\"Veri analizi d\u00fcnyas\u0131nda, toplama i\u015flemleri verileri \u00f6zetlemek ve anlaml\u0131 bilgiler \u00e7\u0131karmak i\u00e7in olmazsa olmazd\u0131r. SUM, AVG, COUNT gibi standart i\u015flemler olduk\u00e7a tan\u0131d\u0131kt\u0131r. Ancak, bazen verilerinizden en iyi \u015fekilde yararlanmak i\u00e7in daha yarat\u0131c\u0131 ve al\u0131\u015f\u0131lmad\u0131k yakla\u015f\u0131mlara ihtiya\u00e7 duyabilirsiniz. Bu makalede, s\u0131k kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z ancak bazen g\u00f6z ard\u0131 edilen baz\u0131 toplama i\u015flemlerini ele alaca\u011f\u0131z. Bunlar\u0131 anlamak, veri analizinizi bir \u00fcst seviyeye ta\u015f\u0131man\u0131za yard\u0131mc\u0131 olacakt\u0131r.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/alisilmadik-ancak-yaygin-toplama-islemleri\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2025-03-11T09:15:13+00:00\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/alisilmadik-ancak-yaygin-toplama-islemleri\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/alisilmadik-ancak-yaygin-toplama-islemleri\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Al\u0131\u015f\u0131lmad\u0131k Ancak Yayg\u0131n Toplama \u0130\u015flemleri\",\"datePublished\":\"2025-03-11T09:15:13+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/alisilmadik-ancak-yaygin-toplama-islemleri\/\"},\"wordCount\":567,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/alisilmadik-ancak-yaygin-toplama-islemleri\/#respond\"]}],\"copyrightYear\":\"2025\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/alisilmadik-ancak-yaygin-toplama-islemleri\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/alisilmadik-ancak-yaygin-toplama-islemleri\/\",\"name\":\"Al\u0131\u015f\u0131lmad\u0131k Ancak Yayg\u0131n Toplama \u0130\u015flemleri\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2025-03-11T09:15:13+00:00\",\"description\":\"Veri analizi d\u00fcnyas\u0131nda, toplama i\u015flemleri verileri \u00f6zetlemek ve anlaml\u0131 bilgiler \u00e7\u0131karmak i\u00e7in olmazsa olmazd\u0131r. SUM, AVG, COUNT gibi standart i\u015flemler olduk\u00e7a tan\u0131d\u0131kt\u0131r. Ancak, bazen verilerinizden en iyi \u015fekilde yararlanmak i\u00e7in daha yarat\u0131c\u0131 ve al\u0131\u015f\u0131lmad\u0131k yakla\u015f\u0131mlara ihtiya\u00e7 duyabilirsiniz. Bu makalede, s\u0131k kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z ancak bazen g\u00f6z ard\u0131 edilen baz\u0131 toplama i\u015flemlerini ele alaca\u011f\u0131z. 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SUM, AVG, COUNT gibi standart i\u015flemler olduk\u00e7a tan\u0131d\u0131kt\u0131r. Ancak, bazen verilerinizden en iyi \u015fekilde yararlanmak i\u00e7in daha yarat\u0131c\u0131 ve al\u0131\u015f\u0131lmad\u0131k yakla\u015f\u0131mlara ihtiya\u00e7 duyabilirsiniz. Bu makalede, s\u0131k kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z ancak bazen g\u00f6z ard\u0131 edilen baz\u0131 toplama i\u015flemlerini ele alaca\u011f\u0131z. Bunlar\u0131 anlamak, veri analizinizi bir \u00fcst seviyeye ta\u015f\u0131man\u0131za yard\u0131mc\u0131 olacakt\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:\/\/fatihsoysal.com\/blog\/alisilmadik-ancak-yaygin-toplama-islemleri\/","og_locale":"tr_TR","og_type":"article","og_title":"Al\u0131\u015f\u0131lmad\u0131k Ancak Yayg\u0131n Toplama \u0130\u015flemleri","og_description":"Veri analizi d\u00fcnyas\u0131nda, toplama i\u015flemleri verileri \u00f6zetlemek ve anlaml\u0131 bilgiler \u00e7\u0131karmak i\u00e7in olmazsa olmazd\u0131r. SUM, AVG, COUNT gibi standart i\u015flemler olduk\u00e7a tan\u0131d\u0131kt\u0131r. Ancak, bazen verilerinizden en iyi \u015fekilde yararlanmak i\u00e7in daha yarat\u0131c\u0131 ve al\u0131\u015f\u0131lmad\u0131k yakla\u015f\u0131mlara ihtiya\u00e7 duyabilirsiniz. Bu makalede, s\u0131k kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z ancak bazen g\u00f6z ard\u0131 edilen baz\u0131 toplama i\u015flemlerini ele alaca\u011f\u0131z. 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