{"id":730477,"date":"2022-09-19T11:00:09","date_gmt":"2022-09-19T18:00:09","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/yapilandirilmis-veri-ucretsiz-orneklerle-ne-oldugu\/"},"modified":"2022-09-19T11:00:09","modified_gmt":"2022-09-19T11:00:09","slug":"yapilandirilmis-veri-ucretsiz-orneklerle-ne-oldugu","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/tr\/yapilandirilmis-veri-ucretsiz-orneklerle-ne-oldugu\/","title":{"rendered":"Yap\u0131land\u0131r\u0131lm\u0131\u015f Veri: \u00dccretsiz \u00f6rneklerle ne oldu\u011fu"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\u0130\u015f d\u00fcnyas\u0131, \u00e7ok \u00e7e\u015fitli formatlarda mevcut olan verilere b\u00fcy\u00fck \u00f6l\u00e7\u00fcde ba\u011fl\u0131d\u0131r. T\u00fcm bu verilerin kategorize edilebilece\u011fi iki kategori vard\u0131r:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Yap\u0131land\u0131r\u0131lm\u0131\u015f Veri<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Yap\u0131land\u0131r\u0131lmam\u0131\u015f Veri<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Ak\u0131lda tutulmas\u0131 gereken ilk \u015fey, t\u00fcm verilerin ayn\u0131 olmad\u0131\u011f\u0131d\u0131r. Sonu\u00e7 olarak, sosyal a\u011f uygulamalar\u0131 taraf\u0131ndan olu\u015fturulan veriler, perakende veya di\u011fer da\u011f\u0131t\u0131m kanal\u0131 sistemleri taraf\u0131ndan \u00fcretilen verilerden tamamen farkl\u0131d\u0131r. Veri format\u0131 bu bilgilerin nas\u0131l toplanaca\u011f\u0131n\u0131, i\u015flenece\u011fini ve analiz edilece\u011fini belirler.<\/span><\/p>\n<p><b>Yap\u0131land\u0131r\u0131lm\u0131\u015f verilerin kullan\u0131m\u0131 daha uygundur ve sonu\u00e7lar daha do\u011frudur<\/b><span style=\"font-weight: 400;\">. B\u00f6ylece, i\u015fletmenizi onlar i\u00e7in daha g\u00f6r\u00fcn\u00fcr hale getirerek yeni m\u00fc\u015fteriler \u00e7ekmenize yard\u0131mc\u0131 olabilir. Daha iyi anlamak i\u00e7in bu verilere ve baz\u0131 \u00f6rneklere daha yak\u0131ndan bakal\u0131m.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Yap\u0131land\u0131r\u0131lm\u0131\u015f veri nedir?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Yap\u0131land\u0131r\u0131lm\u0131\u015f veriler hem insanlar hem de programlar taraf\u0131ndan serbest\u00e7e eri\u015filebilir, bir veri modeline uygundur, iyi tan\u0131mlanm\u0131\u015f bir yap\u0131ya sahiptir ve kal\u0131c\u0131 bir d\u00fczen izler. \u015eu an itibariyle, b\u00fcy\u00fck verinin temelini olu\u015fturuyor. \u0130simler, tarihler, adresler, hesap numaralar\u0131, stok seviyesi, co\u011frafi konum ve di\u011fer organize materyalleri i\u00e7erir. \u0130li\u015fkisel veritaban\u0131 bunun en iyi \u00f6rne\u011fidir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu verilere mant\u0131ksal bir s\u0131rayla eri\u015filebilir ve analiz edilebilir. Bunlar, \u00f6nceden olu\u015fturulmu\u015f ve ili\u015fkisel anahtarlara sahip alanlarla h\u0131zl\u0131 bir \u015fekilde e\u015fle\u015ftirilebilir. Bu veriler, geli\u015ftirme s\u00fcrecinde en \u00e7ok i\u015flenen ve bak\u0131m\u0131 en kolay olan verilerdir. \u00c7ok say\u0131da farkl\u0131 veri kayna\u011f\u0131 bulunmaktad\u0131r ve bunlardan baz\u0131lar\u0131 a\u015fa\u011f\u0131daki gibidir:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">SQL kullanan veritabanlar\u0131<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Microsoft Excel gibi elektronik tablolar<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">A\u011f ve web sunucular\u0131ndan gelen g\u00fcnl\u00fckler<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">T\u0131bbi alanda kullan\u0131lan cihazlar<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">GPS veya RFID gibi etiketler veya sens\u00f6rler<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00c7evrimi\u00e7i bir form<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00c7evrimi\u00e7i i\u015flem i\u015fleme (OLTP) sistemi<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Yap\u0131land\u0131r\u0131lm\u0131\u015f Veri \u00d6zellikleri<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Farkl\u0131 kurulu\u015flar veri derlemek i\u00e7in \u00e7e\u015fitli farkl\u0131 kaynaklar kullanmaktad\u0131r. \u0130yi yap\u0131land\u0131r\u0131lm\u0131\u015f veriler, verilerin nas\u0131l veya ne oldu\u011fundan ba\u011f\u0131ms\u0131z olarak bir dizi \u00f6zelli\u011fe sahip olabilir. \u0130\u015fte baz\u0131lar\u0131:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tan\u0131nabilir ve bir veri \u00e7er\u00e7evesini takip eden bir yap\u0131ya sahiptir.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Bir veritaban\u0131nda oldu\u011fu gibi, sat\u0131rlar ve s\u00fctunlar halinde sunulur.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Her bir veri unsuru, tan\u0131m\u0131n\u0131n, yap\u0131s\u0131n\u0131n ve \u00f6neminin anla\u015f\u0131lmas\u0131n\u0131 kolayla\u015ft\u0131racak \u015fekilde olu\u015fturulmu\u015ftur.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Veriler, benzerliklerine g\u00f6re s\u0131n\u0131flar halinde d\u00fczenlenir.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0130nsanlar ve di\u011fer programlar bilgilere kolayca eri\u015febilir ve sorgulayabilir.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Unsurlar\u0131 ele alma yetene\u011fi, etkili analizler ve i\u015flemler yap\u0131lmas\u0131n\u0131 m\u00fcmk\u00fcn k\u0131lar.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Yap\u0131land\u0131r\u0131lm\u0131\u015f Verinin Avantajlar\u0131 ve Dezavantajlar\u0131<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0130\u015fletmeler bir s\u00fcredir yap\u0131land\u0131r\u0131lm\u0131\u015f veri metodolojilerini kullan\u0131yor. Bunu kullanman\u0131n dikkate al\u0131nmas\u0131 gereken hem olumlu hem de olumsuz y\u00f6nleri vard\u0131r. \u0130\u015fte baz\u0131 avantajlar ve dezavantajlar:<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Avantajlar<\/span><\/h3>\n<ul>\n<li aria-level=\"1\"><b>Bak\u0131m\u0131 Daha Kolay: <\/b><span style=\"font-weight: 400;\">Yap\u0131land\u0131r\u0131lmam\u0131\u015f verilerin aksine, daha az i\u015flem gerektirir ve i\u015flenmesi daha kolayd\u0131r.<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>ML Algoritmalar\u0131 Taraf\u0131ndan Kullan\u0131m\u0131 Kolay: <\/b><span style=\"font-weight: 400;\">ML verilerinin i\u015flenmesi ve sorgulanmas\u0131, benzersiz ve organize mimarisi nedeniyle \u00e7ok daha basit hale getirilmi\u015ftir.<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>\u0130\u015fletme-kullan\u0131c\u0131 dostu:<\/b><span style=\"font-weight: 400;\">  Yap\u0131land\u0131r\u0131lm\u0131\u015f verileri kullanmak i\u00e7in \u00e7e\u015fitli veri bi\u00e7imlerini ve bunlar\u0131n nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 tam olarak anlamak gerekli de\u011fildir. Kullan\u0131c\u0131lar, verilere ili\u015fkin konu hakk\u0131nda temel bir kavray\u0131\u015fa sahiplerse verilere kolayca eri\u015febilir ve analiz edebilirler.<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Daha Fazla Teknoloji Taraf\u0131ndan Desteklenir:<\/b><span style=\"font-weight: 400;\"> Yap\u0131land\u0131r\u0131lm\u0131\u015f veriler art\u0131k t\u00fcketimi, y\u00f6netimi ve analizi kolayla\u015ft\u0131ran daha fazla teknoloji ve ara\u00e7la birlikte kullan\u0131labiliyor.<\/span><\/li>\n<\/ul>\n<h3><span style=\"font-weight: 400;\">Dezavantajlar<\/span><\/h3>\n<ul>\n<li aria-level=\"1\"><b>Kullan\u0131m S\u0131n\u0131rlamalar\u0131:<\/b><span style=\"font-weight: 400;\">  Yap\u0131land\u0131r\u0131lm\u0131\u015f veriler, ama\u00e7lanan hedefler i\u00e7in kullan\u0131lmas\u0131n\u0131 kolayla\u015ft\u0131ran \u00f6nceden tan\u0131mlanm\u0131\u015f bir formata sahiptir. Bu organizasyonel yap\u0131, \u00e7ok y\u00f6nl\u00fcl\u00fc\u011f\u00fcn\u00fc ve uygulama alanlar\u0131n\u0131 s\u0131n\u0131rlamaktad\u0131r.<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>S\u0131n\u0131rl\u0131 Depolama:<\/b><span style=\"font-weight: 400;\">  Veri ambarlar\u0131 kaplad\u0131klar\u0131 alan miktar\u0131n\u0131 en aza indirecek \u015fekilde tasarlanm\u0131\u015ft\u0131r, ancak de\u011fi\u015ftirilmelerinin zor oldu\u011fu ve modern uygulamalar i\u00e7in gereken \u00f6l\u00e7eklenebilirlik ve uyarlanabilirlikten yoksun olduklar\u0131 bilinmektedir. Yap\u0131land\u0131r\u0131lm\u0131\u015f veriler bu depolarda tutulur.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Yap\u0131land\u0131r\u0131lm\u0131\u015f Veri ve SEO<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">SEO, arama motorlar\u0131n\u0131n i\u00e7eri\u011finizi ve web sitenizi bulmas\u0131n\u0131 ve anlamas\u0131n\u0131 kolayla\u015ft\u0131rd\u0131\u011f\u0131 i\u00e7in yap\u0131land\u0131r\u0131lm\u0131\u015f verilerden faydalan\u0131r. Temel ama\u00e7lardan biri, bir web sayfas\u0131n\u0131n Google&#8217;\u0131n arama sonu\u00e7lar\u0131nda zengin bir sonu\u00e7 olarak g\u00f6r\u00fcnt\u00fclenmeye hak kazanmas\u0131 i\u00e7in web sitesi hakk\u0131nda do\u011fru bilgileri iletmektir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Sayfan\u0131zda yap\u0131land\u0131r\u0131lm\u0131\u015f verilerin kullan\u0131lmas\u0131 \u00e7e\u015fitli durumlarda avantajl\u0131 olabilir. \u00d6rne\u011fin, \u015fema i\u015faretlemesini kullanarak bilgileri vurgulayabilirsiniz. Bu verileri Google&#8217;\u0131n arama sonu\u00e7lar\u0131na dahil ederek, kullan\u0131c\u0131lara sorular\u0131n\u0131 ele alan bilgiler sa\u011flayabilirsiniz.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu \u015fekilde bi\u00e7imlendirilmi\u015f veriler tipik internet kullan\u0131c\u0131s\u0131 taraf\u0131ndan g\u00f6r\u00fclemez. Web sitelerimizin ve \u00e7evrimi\u00e7i platformlar\u0131m\u0131z\u0131n kodlar\u0131n\u0131n derinliklerine g\u00f6m\u00fcl\u00fcd\u00fcr, bu y\u00fczden onu bulamay\u0131z. Google ve Bing gibi arama motorlar\u0131, verileri kullanan web sitelerini ve kurulu\u015flar\u0131, materyallerini SERP gibi \u00f6zelliklerde tan\u0131tarak \u00f6d\u00fcllendirir:<\/span><\/p>\n<ul>\n<li style=\"list-style-type: none;\">\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Atl\u0131kar\u0131nca:<\/b><span style=\"font-weight: 400;\"> Ba\u015fl\u0131kl\u0131 resimler olarak g\u00f6sterilir<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Video:<\/b><span style=\"font-weight: 400;\"> Karuseller gibi \u00e7al\u0131\u015f\u0131r ancak yaln\u0131zca videolar\u0131 g\u00f6r\u00fcnt\u00fcler.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u00d6ne \u00c7\u0131kan Par\u00e7ac\u0131k:<\/b><span style=\"font-weight: 400;\"> Sorguyla ilgili bilgileri g\u00f6sterir.<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<ul>\n<li aria-level=\"1\"><b>Bilgi Paneli:<\/b><span style=\"font-weight: 400;\"> En alakal\u0131 arama sonu\u00e7lar\u0131n\u0131 sa\u011f taraftaki bir panelde g\u00f6r\u00fcnt\u00fcler.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Sonu\u00e7<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Bir\u00e7ok \u015firket, yap\u0131land\u0131r\u0131lm\u0131\u015f verilerin operasyonlar\u0131n\u0131 daha derinlemesine anlamalar\u0131n\u0131 sa\u011flad\u0131\u011f\u0131n\u0131 ke\u015ffetti. G\u00f6r\u00fcn\u00fcrl\u00fc\u011f\u00fc art\u0131rd\u0131\u011f\u0131 i\u00e7in i\u015fletmeler i\u00e7in faydal\u0131d\u0131r ve kullan\u0131labilirli\u011fi geli\u015ftirdi\u011fi i\u00e7in m\u00fc\u015fterilere yard\u0131mc\u0131 olur. Veri analiti\u011fi i\u00e7in, yap\u0131land\u0131r\u0131lm\u0131\u015f veriler hala en g\u00fcvenilir ve arzu edilen kaynak olarak kabul edilmektedir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">QuestionPro bir anket yaz\u0131l\u0131m\u0131ndan \u00e7ok daha fazlas\u0131d\u0131r \u00e7\u00fcnk\u00fc her soruna ve her i\u015fe uygun cevaplar\u0131 vard\u0131r. Ayr\u0131ca verileri y\u00f6netmek i\u00e7in InsightsHub ara\u015ft\u0131rma k\u00fct\u00fcphanemiz gibi ara\u00e7lar\u0131m\u0131z da var. InsightHub ile hem verilerinizi takip edebilir hem de daha iyi kullanabilirsiniz. Ayr\u0131ca, QuestionPro&#8217;daki uzmanlar verilerinizi y\u00f6netmenize yard\u0131mc\u0131 olmak i\u00e7in her zaman haz\u0131rd\u0131r.<\/span><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.questionpro.com\/insightshub\/\" target=\"_blank\" rel=\"noopener\"><button>DAHA FAZLA BI\u0307LGI\u0307 EDI\u0307NI\u0307N<\/button><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0130\u015f d\u00fcnyas\u0131, \u00e7ok \u00e7e\u015fitli formatlarda mevcut olan verilere b\u00fcy\u00fck \u00f6l\u00e7\u00fcde ba\u011fl\u0131d\u0131r. T\u00fcm bu verilerin kategorize edilebilece\u011fi iki kategori vard\u0131r: Yap\u0131land\u0131r\u0131lm\u0131\u015f [&hellip;]<\/p>\n","protected":false},"author":51,"featured_media":565465,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[1212],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Yap\u0131land\u0131r\u0131lm\u0131\u015f Veri: \u00dccretsiz \u00f6rneklerle ne oldu\u011fu | QuestionPro<\/title>\n<meta name=\"description\" content=\"Yap\u0131land\u0131r\u0131lm\u0131\u015f veri, veritaban\u0131 sistemlerinde kolayca aranabilmesi i\u00e7in iyi d\u00fczenlenmi\u015f ve bi\u00e7imlendirilmi\u015ftir. 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