{"id":999139,"date":"2024-12-10T10:01:12","date_gmt":"2024-12-10T17:01:12","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/veri-kalitesi-boyutlari-nelerdir-ve-nasil-iyilestirilir\/"},"modified":"2025-02-11T23:55:56","modified_gmt":"2025-02-12T06:55:56","slug":"veri-kalitesi-boyutlari-nelerdir-ve-nasil-iyilestirilir","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/tr\/veri-kalitesi-boyutlari-nelerdir-ve-nasil-iyilestirilir\/","title":{"rendered":"Veri Kalitesi Boyutlar\u0131: Nelerdir ve Nas\u0131l \u0130yile\u015ftirilir?"},"content":{"rendered":"\n<p>Veri, g\u00fcn\u00fcm\u00fczde hemen hemen her alanda karar verme s\u00fcrecinin merkezinde yer almaktad\u0131r. Ancak, t\u00fcm veriler e\u015fit yarat\u0131lmam\u0131\u015ft\u0131r. Kulland\u0131\u011f\u0131n\u0131z verilerin g\u00fcvenilir, do\u011fru ve kullan\u0131\u015fl\u0131 oldu\u011fundan emin olmak i\u00e7in, genellikle veri kalitesi boyutlar\u0131 olarak adland\u0131r\u0131lan iyi veriyi neyin olu\u015fturdu\u011funu anlamak \u00e7ok \u00f6nemlidir.  <\/p>\n\n<p>Bu blogda veri kalitesi boyutlar\u0131n\u0131n neler oldu\u011funu, neden \u00f6nemli olduklar\u0131n\u0131 ve nas\u0131l geli\u015ftirilebileceklerini inceleyece\u011fiz. Ayr\u0131ca, bu boyutlar\u0131n i\u015finize nas\u0131l uyguland\u0131\u011f\u0131n\u0131 g\u00f6rmenize yard\u0131mc\u0131 olmak i\u00e7in ger\u00e7ek d\u00fcnyadan \u00f6rnekler verece\u011fiz. <\/p>\n\n<h2 class=\"wp-block-heading\">Veri Kalitesi Boyutlar\u0131 Nelerdir?<\/h2>\n\n<p>Veri Kalitesi Boyutlar\u0131, verilerinizin ne kadar iyi veya g\u00fcvenilir oldu\u011funu kontrol etmek i\u00e7in kullan\u0131lan temel fakt\u00f6rlerdir. Bunlar\u0131, kulland\u0131\u011f\u0131n\u0131z verilerin do\u011fru, eksiksiz ve kararlar\u0131 desteklemeye veya sorunlar\u0131 \u00e7\u00f6zmeye haz\u0131r olup olmad\u0131\u011f\u0131n\u0131 \u00f6l\u00e7menin farkl\u0131 veri kalitesi yollar\u0131 olarak d\u00fc\u015f\u00fcn\u00fcn. Bu boyutlar, i\u015fletmelerin birlikte \u00e7al\u0131\u015ft\u0131klar\u0131 bilgilere g\u00fcvenebilmeleri i\u00e7in veri sorunlar\u0131n\u0131 tespit etmelerine ve d\u00fczeltmelerine yard\u0131mc\u0131 olur.  <\/p>\n\n<p>Veri Kalitesi boyutu, verilerinizin g\u00fcvenilir oldu\u011fundan emin olman\u0131z\u0131 sa\u011flar. \u0130yi veriler daha iyi kararlar al\u0131nmas\u0131n\u0131, daha az hata yap\u0131lmas\u0131n\u0131 ve daha sorunsuz operasyonlar y\u00fcr\u00fct\u00fclmesini sa\u011flar. Bu boyutlara odaklanarak hatalardan ka\u00e7\u0131nabilir, paradan tasarruf edebilir ve d\u00fc\u015f\u00fck veri kalitesini ortadan kald\u0131rabiliriz.  <\/p>\n\n<h2 class=\"wp-block-heading\">Bu Boyutlar Neden \u00d6nemlidir?<\/h2>\n\n<p>Veri kalitesi boyutlar\u0131, verilerinizin g\u00fcvenilir ve kullan\u0131labilir olmas\u0131n\u0131 sa\u011flar. Sa\u011fl\u0131k, pazarlama, finans veya ba\u015fka bir alanda \u00e7al\u0131\u015f\u0131yor olun, kaliteli veriler daha iyi kararlar al\u0131nmas\u0131n\u0131 sa\u011flar, <a href=\"https:\/\/www.questionpro.com\/blog\/customer-trust-online\/\">m\u00fc\u015fteri g\u00fcvenini<\/a> art\u0131r\u0131r ve sorunsuz operasyonlar sa\u011flar. <\/p>\n\n<h2 class=\"wp-block-heading\">Veri Kalitesi Nas\u0131l \u0130yile\u015ftirilir?<\/h2>\n\n<p>Art\u0131k temel veri kalitesi boyutlar\u0131n\u0131 anlad\u0131\u011f\u0131n\u0131za g\u00f6re, genel olarak veri kalitenizi iyile\u015ftirmek i\u00e7in birka\u00e7 stratejiye bakal\u0131m:<\/p>\n\n<h3 class=\"wp-block-heading\">1. Veri Do\u011frulama Kurallar\u0131<\/h3>\n\n<p>Giri\u015f noktas\u0131nda verileri kontrol eden otomatik kurallar olu\u015fturun. Bu kurallar, girilen ilgili verilerin beklenen aral\u0131klar, formatlar ve veri de\u011ferleri dahilinde olmas\u0131n\u0131 sa\u011flayabilir. <\/p>\n\n<h3 class=\"wp-block-heading\">2. D\u00fczenli Veri Denetimleri<\/h3>\n\n<p>Verilerinizi hatalara veya tutars\u0131zl\u0131klara kar\u015f\u0131 periyodik olarak g\u00f6zden ge\u00e7irmek i\u00e7in denetimler planlay\u0131n. Bu, sorunlar\u0131 erkenden yakalaman\u0131za ve verilerinizin iyi durumda kalmas\u0131na yard\u0131mc\u0131 olacakt\u0131r. <\/p>\n\n<h3 class=\"wp-block-heading\">3. Veri Formatlar\u0131n\u0131 Standartla\u015ft\u0131r\u0131n<\/h3>\n\n<p>Herkesin veri giri\u015fi i\u00e7in ayn\u0131 formatlar\u0131 kulland\u0131\u011f\u0131ndan emin olun (tarih ve adres formatlar\u0131 gibi). Tutarl\u0131 bi\u00e7imlendirme, verilerin kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131n\u0131 ve analiz edilmesini kolayla\u015ft\u0131r\u0131r. <\/p>\n\n<h3 class=\"wp-block-heading\">4. Veri Temizleme Ara\u00e7lar\u0131<\/h3>\n\n<p>Yinelemeler, eksik veriler ve hatalar gibi sorunlar\u0131 belirlemek ve d\u00fczeltmek i\u00e7in veri temizleme yaz\u0131l\u0131m\u0131 kullan\u0131n. Bu, verilerinizin genel kalitesini ve do\u011frulu\u011funu art\u0131rmaya yard\u0131mc\u0131 olacakt\u0131r. <\/p>\n\n<h3 class=\"wp-block-heading\">5. Ekibinizi E\u011fitin<\/h3>\n\n<p>Ekibinizi <a href=\"https:\/\/www.questionpro.com\/blog\/tr\/veri-kalitesi-yonetimi-tanim-en-iyi-uygulamalar\/\">veri kalitesi y\u00f6netiminin<\/a> \u00f6nemi ve do\u011fru veri ve eksiksiz bilgi girerek nas\u0131l katk\u0131da bulunabilecekleri konusunda e\u011fitin. Veri kalitesi bir ekip i\u015fidir! <\/p>\n\n<h2 class=\"wp-block-heading\">Alt\u0131 Veri Kalitesi Boyutu Nelerdir?<\/h2>\n\n<p>Her bir boyutu basit terimlerle a\u00e7\u0131klayarak, neden gerekli olduklar\u0131n\u0131 ve veri oyununuzu nas\u0131l geli\u015ftirebileceklerini ve veri kalitesini nas\u0131l \u00f6l\u00e7ebileceklerini anlaman\u0131za yard\u0131mc\u0131 olaca\u011f\u0131z.<\/p>\n\n<h3 class=\"wp-block-heading\">1. Do\u011fruluk<\/h3>\n\n<ul>\n<li><strong>Bu ne anlama geliyor? <\/strong>Veriler, temsil ettikleri ger\u00e7ek d\u00fcnya nesnesini veya olay\u0131n\u0131 yans\u0131tmal\u0131d\u0131r. Basit bir ifadeyle, verileriniz do\u011fru olmal\u0131 ve hata i\u00e7ermemelidir. <\/li>\n\n\n\n<li><strong>Neden \u00f6nemli? <\/strong>Birinin telefon numaras\u0131n\u0131n yanl\u0131\u015f oldu\u011fu bir <a href=\"https:\/\/www.questionpro.com\/blog\/customer-database\/\">m\u00fc\u015fteri veritaban\u0131<\/a> d\u00fc\u015f\u00fcn\u00fcn. Onlarla ileti\u015fime ge\u00e7emezsiniz, bu da ka\u00e7\u0131r\u0131lan f\u0131rsatlara veya m\u00fc\u015fteri memnuniyetsizli\u011fine yol a\u00e7abilir. <\/li>\n\n\n\n<li><strong>Veri do\u011frulu\u011fu nas\u0131l sa\u011flan\u0131r? <\/strong>Verilerinizi d\u00fczenli olarak g\u00fcvenilir kaynaklarla \u00e7apraz kontrol edin ve g\u00fcncel olmayan bilgileri g\u00fcncelleyin. <a href=\"https:\/\/www.questionpro.com\/blog\/tr\/veri-dogrulama-nedir-onemi-turleri-artilari-ve-eksileri\/\">Veri do\u011frulama<\/a> s\u00fcre\u00e7leri gibi ara\u00e7lar yanl\u0131\u015fl\u0131klar\u0131n tespit edilmesine yard\u0131mc\u0131 olabilir. <\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">2. B\u00fct\u00fcnl\u00fck<\/h3>\n\n<ul>\n<li><strong>Bu ne anlama geliyor: <\/strong>Hi\u00e7bir bo\u015fluk veya eksik par\u00e7a olmad\u0131\u011f\u0131nda veriler tamd\u0131r. Bilin\u00e7li kararlar almak i\u00e7in gerekli her ayr\u0131nt\u0131 mevcut olmal\u0131d\u0131r. <\/li>\n\n\n\n<li><strong>Neden \u00f6nemli? <\/strong>Eksik veriler yanl\u0131\u015f <a href=\"https:\/\/www.questionpro.com\/blog\/tr\/icgoru-tanim-ve-anlam-turler-ve-ornekler\/\">i\u00e7g\u00f6r\u00fclere<\/a> yol a\u00e7abilir. \u00d6rne\u011fin, bir ankette belirli bir grubun yan\u0131tlar\u0131 eksikse, sonu\u00e7lar resmin tamam\u0131n\u0131 temsil etmeyebilir. <\/li>\n\n\n\n<li><strong>B\u00fct\u00fcnl\u00fck nas\u0131l sa\u011flan\u0131r?<\/strong> Veri setlerinizdeki bo\u015fluklar\u0131 belirlemek ve doldurmak i\u00e7in otomatik kontroller kullan\u0131n. Veri toplama s\u00fcre\u00e7leri s\u0131ras\u0131nda zorunlu alanlar\u0131n dolduruldu\u011fundan emin olun. <\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">3. Tutarl\u0131l\u0131k<\/h3>\n\n<ul>\n<li><strong>Bu ne anlama geliyor? <\/strong>Veriler t\u00fcm sistemlerde ve formatlarda ayn\u0131 olmal\u0131d\u0131r. Ayn\u0131 bilgi birden fazla yerde mevcutsa, her yerde e\u015fle\u015fmelidir. <\/li>\n\n\n\n<li><strong>Neden \u00f6nemli?<\/strong> Diyelim ki bir \u015firketin sat\u0131\u015f sistemi bir gelir rakam\u0131 g\u00f6steriyor, ancak muhasebe sistemi ba\u015fka bir rakam g\u00f6steriyor. Bu tutars\u0131zl\u0131k raporlamada kar\u0131\u015f\u0131kl\u0131\u011fa ve hatalara neden olabilir. <\/li>\n\n\n\n<li><strong>Tutarl\u0131l\u0131k nas\u0131l sa\u011flan\u0131r? <\/strong>Verileriniz i\u00e7in tek bir do\u011fruluk kayna\u011f\u0131 olu\u015fturun ve g\u00fcncellemeleri t\u00fcm platformlar aras\u0131nda senkronize edin. Veri entegrasyon ara\u00e7lar\u0131 yard\u0131mc\u0131 olabilir. <\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">4. Zamanl\u0131l\u0131k<\/h3>\n\n<ul>\n<li><strong>Bu ne anlama geliyor? <\/strong>Veriler g\u00fcncel ve ihtiya\u00e7 duydu\u011funuzda kullan\u0131labilir olmal\u0131d\u0131r.<\/li>\n\n\n\n<li><strong>Neden \u00f6nemli? <\/strong>G\u00fcncel olmayan verilerin kullan\u0131lmas\u0131 yanl\u0131\u015f kararlara yol a\u00e7abilir. \u00d6rne\u011fin, bu y\u0131l\u0131n stratejisini planlamak i\u00e7in ge\u00e7en y\u0131l\u0131n pazar trendlerine g\u00fcvenmek, f\u0131rsatlar\u0131n ka\u00e7\u0131r\u0131lmas\u0131na neden olabilir. <\/li>\n\n\n\n<li><strong>Veri g\u00fcncelli\u011fi nas\u0131l sa\u011flan\u0131r? <\/strong>Bilgileri g\u00fcncel tutmak i\u00e7in ger\u00e7ek zamanl\u0131 veri g\u00fcncellemeleri uygulay\u0131n ve d\u00fczenli denetimler i\u00e7in hat\u0131rlat\u0131c\u0131lar ayarlay\u0131n.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">5. Ge\u00e7erlilik<\/h3>\n\n<ul>\n<li><strong>Bu ne anlama geliyor? <\/strong>Ge\u00e7erli veriler, belirledi\u011finiz kurallara veya bi\u00e7imlere uygundur. Bu, verilerin gerekli yap\u0131ya uydu\u011fundan emin olmakla ilgilidir. <\/li>\n\n\n\n<li><strong>Neden \u00f6nemli? <\/strong>Posta kodu isteyen bir \u00e7evrimi\u00e7i form d\u00fc\u015f\u00fcn\u00fcn. Birisi be\u015f basamakl\u0131 bir say\u0131 yerine &#8220;abc123&#8221; girerse, bu ge\u00e7ersiz bir veridir ve d\u00fczg\u00fcn bir \u015fekilde kullan\u0131lamaz. <\/li>\n\n\n\n<li><strong>Ge\u00e7erlilik nas\u0131l sa\u011flan\u0131r? <\/strong>Veri giri\u015fi s\u0131ras\u0131nda a\u00e7\u0131l\u0131r men\u00fcler, \u00f6nceden tan\u0131mlanm\u0131\u015f bi\u00e7imler ve hata istemleri gibi do\u011frulama kurallar\u0131n\u0131 kullan\u0131n.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">6. Benzersizlik<\/h3>\n\n<ul>\n<li><strong>Bu ne anlama geliyor? <\/strong>Benzersizlik, veri tekrar\u0131 olmad\u0131\u011f\u0131 anlam\u0131na gelir. Her veri kayd\u0131 t\u00fcr\u00fcn\u00fcn tek \u00f6rne\u011fi olmal\u0131d\u0131r. <\/li>\n\n\n\n<li><strong>Neden \u00f6nemli? <\/strong>Yinelenen veriler verimsizli\u011fe neden olabilir. \u00d6rne\u011fin, bir m\u00fc\u015fteriye ayn\u0131 pazarlama e-postas\u0131n\u0131 iki kez g\u00f6ndermek m\u00fc\u015fteriyi rahats\u0131z edebilir ve kaynaklar\u0131 israf edebilir. <\/li>\n\n\n\n<li><strong>Benzersizlik nas\u0131l sa\u011flan\u0131r? <\/strong>\u00d6zel yaz\u0131l\u0131mlar kullanarak verilerinizi d\u00fczenli olarak tekille\u015ftirin ve sistemlerinizde m\u00fc\u015fteri kimlikleri gibi benzersiz tan\u0131mlay\u0131c\u0131lar\u0131 te\u015fvik edin.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">QuestionPro ile Y\u00fcksek Kaliteli Veri Nas\u0131l Sa\u011flan\u0131r?<\/h2>\n\n<p>Lider bir anket ve veri toplama platformu olan QuestionPro, verilerinizin en y\u00fcksek kalitede olmas\u0131n\u0131 sa\u011flayan g\u00fc\u00e7l\u00fc \u00f6zellikler sunar. QuestionPro&#8217;nun ba\u015ftan sona veri b\u00fct\u00fcnl\u00fc\u011f\u00fcn\u00fc korumaya nas\u0131l yard\u0131mc\u0131 oldu\u011funa daha yak\u0131ndan bakal\u0131m. <\/p>\n\n<h3 class=\"wp-block-heading\">1. Ak\u0131ll\u0131 Soru Tasar\u0131m\u0131<\/h3>\n\n<p>\u0130yi verilerin temeli iyi tasarlanm\u0131\u015f sorularla ba\u015flar. QuestionPro \u015funlar\u0131 sa\u011flar: <\/p>\n\n<ul>\n<li><strong>\u00d6nceden Olu\u015fturulmu\u015f \u015eablonlar: <\/strong>Farkl\u0131 sekt\u00f6rler ve ama\u00e7lar i\u00e7in \u00f6zel olarak haz\u0131rlanm\u0131\u015f profesyonel \u015fablonlar\u0131 kullan\u0131n.<\/li>\n\n\n\n<li><strong>Soru Mant\u0131\u011f\u0131: <\/strong>Anketleri sezgisel ve dinamik hale getirmek i\u00e7in atlama mant\u0131\u011f\u0131, dallanma ve piping gibi \u00f6zellikleri uygulay\u0131n.<\/li>\n\n\n\n<li><strong>Do\u011frulama Kurallar\u0131:<\/strong> Kat\u0131l\u0131mc\u0131lar\u0131n ge\u00e7erli yan\u0131tlar vermesini sa\u011flamak i\u00e7in karakter say\u0131lar\u0131n\u0131 s\u0131n\u0131rlamak veya say\u0131sal giri\u015fler gerektirmek gibi kurallar belirleyin.<\/li>\n\n\n\n<li><strong>\u00d6rnek: <\/strong>M\u00fc\u015fteri verileri ve geri bildirimleri i\u00e7in bir anket d\u00fczenledi\u011finizi d\u00fc\u015f\u00fcn\u00fcn. QuestionPro, m\u00fc\u015fterilerin kritik alanlar\u0131 bo\u015f b\u0131rakmas\u0131n\u0131 veya ge\u00e7ersiz e-posta adresleri girmesini \u00f6nleyebilir. <\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">2. Ge\u00e7erli ve G\u00fcvenilir Veriler<\/h3>\n\n<p>Dikkatsizlik veya kafa kar\u0131\u015f\u0131kl\u0131\u011f\u0131ndan kaynaklanan hatalar\u0131 azaltmak i\u00e7in QuestionPro a\u00e7\u0131l\u0131r men\u00fcler, onay kutular\u0131 ve do\u011frulama kurallar\u0131 gibi \u00f6nceden tan\u0131mlanm\u0131\u015f cevap se\u00e7enekleri sunar. Bu, verilerin hem ge\u00e7erli hem de analizinin kolay olmas\u0131n\u0131 sa\u011flar. <\/p>\n\n<h3 class=\"wp-block-heading\">3. Geli\u015fmi\u015f Raporlama \u00d6zellikleri<\/h3>\n\n<p>Veriler topland\u0131ktan sonra, kalitesinin sa\u011flanmas\u0131, potansiyel veri kalitesi sorunlar\u0131n\u0131n analiz edilmesini ve belirlenmesini i\u00e7erir. QuestionPro&#8217;nun raporlama ara\u00e7lar\u0131 \u015fu \u015fekilde yard\u0131mc\u0131 olur: <\/p>\n\n<ul>\n<li>Eksik veya tutars\u0131z yan\u0131tlar\u0131n vurgulanmas\u0131.<\/li>\n\n\n\n<li>Kal\u0131plar\u0131 veya ayk\u0131r\u0131 de\u011ferleri belirlemek i\u00e7in \u00f6zet raporlar sunmak.<\/li>\n\n\n\n<li>Daha iyi i\u00e7g\u00f6r\u00fcler i\u00e7in verileri filtrelemenizi sa\u011flar.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">4. G\u00fcvenli Veri Toplama<\/h3>\n\n<p>QuestionPro veri giri\u015fi noktas\u0131ndaki hatalar\u0131 en aza indirir. Yan\u0131tlar\u0131n gereksinimlerinize uygun olmas\u0131n\u0131 sa\u011flamak i\u00e7in kurallar ve do\u011frulamalar belirlemenize olanak tan\u0131r. \u00d6rne\u011fin, e-posta bi\u00e7imlerini do\u011frulayabilir veya say\u0131sal alanlar\u0131 yaln\u0131zca say\u0131lar\u0131 kabul edecek \u015fekilde k\u0131s\u0131tlayabilir.  <\/p>\n\n<h3 class=\"wp-block-heading\">5. D\u00fczenli Veri Bak\u0131m Ara\u00e7lar\u0131<\/h3>\n\n<p>QuestionPro, verilerinizi temizleyen ve d\u00fczenleyen \u00f6zellikleriyle veri toplaman\u0131n \u00f6tesine ge\u00e7er. M\u00fckerrer veya ge\u00e7ersiz giri\u015fleri otomatik olarak kald\u0131rabilir, verileri \u00f6zel ihtiya\u00e7lara g\u00f6re filtreleyebilir ve daha derin analiz i\u00e7in \u00e7e\u015fitli formatlarda d\u0131\u015fa aktarabilirsiniz. <\/p>\n\n<h2 class=\"wp-block-heading\">Sonu\u00e7<\/h2>\n\n<p>Alt\u0131 veri kalitesi boyutu &#8211; do\u011fruluk, taml\u0131k, tutarl\u0131l\u0131k, zamanl\u0131l\u0131k, uygunluk ve ge\u00e7erlilik &#8211; g\u00fcvenilir veri y\u00f6netiminin bel kemi\u011fidir. Bu boyutlara odaklanarak, verilerinizin yaln\u0131zca g\u00fcvenilir olmas\u0131n\u0131 de\u011fil, ayn\u0131 zamanda anlaml\u0131 sonu\u00e7lar elde etmede etkili olmas\u0131n\u0131 da sa\u011flayabilirsiniz. Sonu\u00e7ta, g\u00fcn\u00fcm\u00fcz\u00fcn veri odakl\u0131 d\u00fcnyas\u0131nda nitelik nicelikten daha \u00f6nemlidir!  <\/p>\n\n<p>QuestionPro, do\u011fru, tutarl\u0131 ve eyleme d\u00f6n\u00fc\u015ft\u00fcr\u00fclebilir verileri toplamak, y\u00f6netmek ve korumak i\u00e7in ihtiya\u00e7 duydu\u011funuz veri kalitesi ara\u00e7lar\u0131n\u0131 sa\u011flar.<\/p>\n\n<p>Verilerinizin en y\u00fcksek standartlar\u0131 kar\u015f\u0131lad\u0131\u011f\u0131ndan emin olmaya haz\u0131r m\u0131s\u0131n\u0131z? QuestionPro&#8217;yu bug\u00fcn kullanmaya ba\u015flay\u0131n ve fark\u0131 kendiniz g\u00f6r\u00fcn! <\/p>\n\n\n\t<div class=\"banner-section wf-section\" lang=\"\" >\n\t\t<div class=\"right-column-container\">\n\t\t\t<div class=\"bannerbg white\">\n\t\t\t\t<span class=\"h1-2\">Ger\u00e7ek zamanl\u0131 verilere, i\u00e7g\u00f6r\u00fclere ve geli\u015fmi\u015f analizlere dayal\u0131 unutulmaz deneyimler yarat\u0131n.<\/span>\n\t\t\t\t<a href=\"#userliteForm\" data-toggle=\"modal\" class=\"button w-button\">Demo Talep Edin<\/a>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t<div class=\"userlite-modal modal fade\" id=\"userliteForm\" tabindex=\"-1\" role=\"dialog\" style=\"display: none;\">\n\t\t<div class=\"modal-dialog\" role=\"document\">\n\t\t\t<div class=\"modal-content\" role=\"document\">\n\t\t\t\t<div class=\"modal-body\">\n\t\t\t\t\t<div class=\"modal-header\">\n\t\t\t\t\t\t<button type=\"button\" class=\"close\" data-dismiss=\"modal\" aria-label=\"Close\">\n\t\t\t\t\t\t\t<i class=\"material-icons\">close<\/i>\n\t\t\t\t\t\t<\/button>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"contact-us-form-wrapper contact-box\">\n\t\t\t\t\t\t<div class=\"userlite-form-wrapper\">\n\t\t\t\t\t\t\t<iframe src=\"https:\/\/www.questionpro.com\/userlite-form-blog-turkish.html?product=Surveys&amp;referralurl=https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/posts\/999139\/&amp;lang=tr&amp;cat=pazar-arastirmasi-tr\" style=\"display: block;\" ><\/iframe>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"demo-form-wrapper success-message-div\" style=\"display:none\">\n\t\t\t\t\t\t\t<p class=\"success-message-para\"><\/p>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Veri, g\u00fcn\u00fcm\u00fczde hemen hemen her alanda karar verme s\u00fcrecinin merkezinde yer almaktad\u0131r. Ancak, t\u00fcm veriler e\u015fit yarat\u0131lmam\u0131\u015ft\u0131r. Kulland\u0131\u011f\u0131n\u0131z verilerin g\u00fcvenilir, [&hellip;]<\/p>\n","protected":false},"author":80,"featured_media":994811,"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":[1114],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Veri Kalitesi Boyutlar\u0131: Nelerdir ve Nas\u0131l \u0130yile\u015ftirilir?<\/title>\n<meta name=\"description\" content=\"Veri Kalitesi boyutlar\u0131, verilerinizin g\u00fcvenilir, tutarl\u0131 ve de\u011ferli olmas\u0131n\u0131 sa\u011flamak i\u00e7in bir kontrol listesi g\u00f6revi g\u00f6r\u00fcr. 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