{"id":1007963,"date":"2023-11-03T14:00:00","date_gmt":"2023-11-03T21:00:00","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/sayisal-veriler-nedir-ozellikleri-turleri-ve-ornekleri\/"},"modified":"2025-02-13T00:52:26","modified_gmt":"2025-02-13T07:52:26","slug":"sayisal-veriler-nedir-ozellikleri-turleri-ve-ornekleri","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/tr\/sayisal-veriler-nedir-ozellikleri-turleri-ve-ornekleri\/","title":{"rendered":"Say\u0131sal Veriler: Nedir, \u00d6zellikleri, T\u00fcrleri ve \u00d6rnekleri"},"content":{"rendered":"\n<p>U\u00e7suz bucaks\u0131z veri d\u00fcnyas\u0131nda, say\u0131sal veriler en temel ve \u00e7ok y\u00f6nl\u00fc t\u00fcrlerden biri olarak \u00f6ne \u00e7\u0131kmaktad\u0131r. G\u00fcnl\u00fck hayat\u0131m\u0131z\u0131n temel bir bile\u015fenidir. \u0130statistiksel analiz, bilimsel ara\u015ft\u0131rma, i\u015f zekas\u0131 ve di\u011fer bir\u00e7ok alanda temeldir.  <\/p>\n\n<p>Bu blogda, say\u0131sal verileri, temel \u00f6zelliklerini ve \u00e7e\u015fitli t\u00fcrlerini inceleyece\u011fiz ve \u00f6nemini g\u00f6stermek i\u00e7in ger\u00e7ek d\u00fcnyadan \u00f6rnekler sunaca\u011f\u0131z.<\/p>\n\n<h2 class=\"wp-block-heading\">Say\u0131sal Veri Nedir?<\/h2>\n\n<p>Say\u0131sal veriler, ad\u0131ndan da anla\u015f\u0131laca\u011f\u0131 gibi say\u0131lardan olu\u015fur. Nicel bilgileri temsil eder ve \u00f6l\u00e7\u00fclebilir ve say\u0131labilir. Bu veri t\u00fcr\u00fc genellikle matematiksel i\u015flemler ve istatistiksel analizler ger\u00e7ekle\u015ftirmek i\u00e7in kullan\u0131l\u0131r.    <\/p>\n\n<p>Demograflar, veri n\u00fcfus tahmin modellerini kullanarak gelecekteki n\u00fcfus art\u0131\u015f\u0131n\u0131 daha do\u011fru bir \u015fekilde tahmin edebilirler. Bilin\u00e7li kararlar vermede, sonu\u00e7lar \u00e7\u0131karmada ve kal\u0131plar\u0131 ke\u015ffetmede bir k\u00f6\u015fe ta\u015f\u0131d\u0131r. Say\u0131sal bir de\u011fi\u015fken, sonsuz bir de\u011feri engelleyen bir \u015feydir.    <\/p>\n\n<p><em>\u00d6rne\u011fin, ya\u015f ve kilo testi sonu\u00e7lar\u0131. Say\u0131sal de\u011fi\u015fkenler, s\u00fcrekli veri \u00f6zelliklerine sahip olmalar\u0131 ve s\u00fcrekli olmalar\u0131 halinde s\u00fcrekli de\u011fi\u015fkenler olarak kabul edilir. <\/em><\/p>\n\n<h2 class=\"wp-block-heading\">Say\u0131sal Verilerin \u00d6zellikleri<\/h2>\n\n<p>Say\u0131sal verilerin \u00f6zelliklerini anlamak, bu verilerle etkili bir \u015fekilde \u00e7al\u0131\u015fmak i\u00e7in \u00e7ok \u00f6nemlidir:<\/p>\n\n<ul>\n<li><strong>Say\u0131salla\u015ft\u0131r\u0131labilirlik: <\/strong>Say\u0131sal de\u011fi\u015fkenler i\u00e7in say\u0131labilir, \u00f6l\u00e7\u00fclebilir ve say\u0131 olarak yaz\u0131labilir.<br\/><br\/><em>\u00d6rne\u011fin, bir ki\u015finin boyu, maddenin s\u0131cakl\u0131\u011f\u0131 veya sat\u0131lan \u00fcr\u00fcn say\u0131s\u0131<\/em>.<\/li>\n\n\n\n<li><strong>Aritmetik \u0130\u015flemler: <\/strong>Toplama, \u00e7\u0131karma, \u00e7arpma ve b\u00f6lme gibi aritmetik i\u015flemlerden ge\u00e7ebilir. Bu sayede \u00e7e\u015fitli matematiksel analizler ve hesaplamalar yap\u0131labilir. <\/li>\n\n\n\n<li><strong>S\u0131ral\u0131:<\/strong> Genellikle do\u011fal bir d\u00fczene sahiptir.<br\/><br\/><em>\u00d6rne\u011fin, 1, 2, 3 ve benzeri say\u0131lar a\u00e7\u0131k ve anlaml\u0131 bir ilerlemeyi temsil eder<\/em>.<\/li>\n\n\n\n<li>S\u00fcrekli veya Ayr\u0131k<strong>: <\/strong>S\u00fcrekli veya ayr\u0131k olabilir. S\u00fcrekli veriler bir aral\u0131k i\u00e7inde herhangi bir de\u011fer alabilirken, ayr\u0131k veriler yaln\u0131zca belirli, farkl\u0131 de\u011ferler alabilir. <\/li>\n\n\n\n<li><strong>\u00d6l\u00e7\u00fc Birimleri:<\/strong> \u0130n\u00e7, metre, kilogram veya dolar gibi \u00f6l\u00e7\u00fc birimleriyle ili\u015fkilidir. Bu birimler say\u0131lara ba\u011flam ve anlam kazand\u0131r\u0131r. <\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">Say\u0131sal Veri T\u00fcrleri<\/h2>\n\n<p>Say\u0131sal veri de\u011fi\u015fkenleri ayr\u0131ca iki ana t\u00fcre ayr\u0131labilir: kesikli ve s\u00fcrekli veriler.<\/p>\n\n<h3 class=\"wp-block-heading\">1. Ayr\u0131k Veriler<\/h3>\n\n<p>Ayr\u0131k veriler farkl\u0131 ve ayr\u0131 de\u011ferlerden olu\u015fur. Bu de\u011ferler tipik olarak tam say\u0131lard\u0131r ve kesirli veya ondal\u0131k bile\u015fenlere sahip de\u011fildir. Ayr\u0131k verilerin baz\u0131 yayg\u0131n \u00f6rnekleri \u015funlard\u0131r:  <\/p>\n\n<ul>\n<li><strong>Bir S\u0131n\u0131ftaki \u00d6\u011frenci Say\u0131s\u0131:<\/strong> Bir \u00f6\u011frencinin kesri olamaz; bu bir tam say\u0131d\u0131r.<\/li>\n\n\n\n<li><strong>Otoparktaki Araba Say\u0131s\u0131:<\/strong> Yar\u0131m arabaya sahip olamazs\u0131n\u0131z.<\/li>\n\n\n\n<li><strong>M\u00fc\u015fteri \u015eikayeti Say\u0131s\u0131: <\/strong>\u015eikayetler genellikle tam say\u0131 olarak say\u0131l\u0131r.<\/li>\n<\/ul>\n\n<p>Ayr\u0131k veriler genellikle bir say\u0131 veya tam say\u0131 olarak temsil edilir ve sayma ve numaraland\u0131rma i\u00e7eren g\u00f6revler i\u00e7in uygundur.<\/p>\n\n<h3 class=\"wp-block-heading\">2. S\u00fcrekli Veri<\/h3>\n\n<p>\u00d6te yandan, s\u00fcrekli veriler belirli bir aral\u0131k i\u00e7inde herhangi bir de\u011fer alabilir. Bu de\u011ferler tam say\u0131 veya ondal\u0131k olabilir. Baz\u0131 s\u00fcrekli veri \u00f6rnekleri \u015funlard\u0131r:  <\/p>\n\n<ul>\n<li><strong>Bireylerin Y\u00fcksekli\u011fi:<\/strong> Y\u00fckseklikler belirli bir aral\u0131kta herhangi bir de\u011fer olabilir ve kesirli bile\u015fenlere sahip olabilir (\u00f6rne\u011fin, 5,7 fit).<\/li>\n\n\n\n<li><strong>S\u0131cakl\u0131k: <\/strong>S\u0131cakl\u0131k, bir aral\u0131k i\u00e7inde herhangi bir de\u011fer alarak ondal\u0131k de\u011ferlerle \u00f6l\u00e7\u00fclebilir.<\/li>\n\n\n\n<li><strong>\u00dcr\u00fcnlerin A\u011f\u0131rl\u0131\u011f\u0131: <\/strong>\u00dcr\u00fcnlerin a\u011f\u0131rl\u0131\u011f\u0131 s\u00fcrekli olarak de\u011fi\u015febilir ve ondal\u0131k de\u011ferler i\u00e7erebilir.<\/li>\n<\/ul>\n\n<p>S\u00fcrekli veriler, belirli bir aral\u0131kta sonsuz olas\u0131l\u0131klara sahip \u00f6l\u00e7\u00fcmler i\u00e7in uygundur. Genellikle bilimsel ve m\u00fchendislik uygulamalar\u0131nda kullan\u0131l\u0131r. <\/p>\n\n<h2 class=\"wp-block-heading\">Say\u0131sal Verilerin \u00d6nemi<\/h2>\n\n<p>Say\u0131sal veriler karar verme ve analiz i\u00e7in kritik \u00f6neme sahiptir. \u0130\u015fte neden bu kadar \u00f6nemli oldu\u011fu: <\/p>\n\n<ul>\n<li><strong>Nicel \u0130\u00e7g\u00f6r\u00fcler: <\/strong>Hesaplamalar, kar\u015f\u0131la\u015ft\u0131rmalar ve istatistiksel analizler yapmay\u0131 kolayla\u015ft\u0131ran nicel bilgiler sa\u011flar.<\/li>\n\n\n\n<li><strong>Objektif Karar Alma: <\/strong>\u00d6znelli\u011fin etkisini azaltarak objektif kararlar al\u0131nmas\u0131na yard\u0131mc\u0131 olur. \u00d6nyarg\u0131 olmadan analiz edilebilir. <\/li>\n\n\n\n<li><strong>Tahmine Dayal\u0131 Modelleme: <\/strong>Genellikle finans, hava durumu veya m\u00fc\u015fteri davran\u0131\u015flar\u0131 gibi gelecekteki e\u011filimleri tahmin etmek i\u00e7in tahmine dayal\u0131 modellemede kullan\u0131l\u0131r.<\/li>\n\n\n\n<li><strong>Kalite Kontrol:<\/strong> \u00dcretimde kalite kontrol, \u00e7e\u015fitli parametreleri \u00f6l\u00e7erek ve analiz ederek \u00fcr\u00fcn kalitesinin izlenmesine ve korunmas\u0131na yard\u0131mc\u0131 olur.<\/li>\n\n\n\n<li><strong>Veri Odakl\u0131 Kararlar: <\/strong>\u0130\u015fletmelerin ve kurulu\u015flar\u0131n rekabet\u00e7i kalmalar\u0131 ve veri odakl\u0131 bir d\u00fcnyada stratejik kararlar almalar\u0131 gerekir, bu da bunu yapmaya yard\u0131mc\u0131 olur.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">Say\u0131sal Veri \u00d6rnekleri<\/h2>\n\n<p>\u015eimdi say\u0131sal verilerin \u00f6zelliklerini ve t\u00fcrlerini ele ald\u0131k. Verilerin \u00e7e\u015fitli alanlarda nas\u0131l kullan\u0131ld\u0131\u011f\u0131n\u0131 g\u00f6stermek i\u00e7in baz\u0131 ger\u00e7ek d\u00fcnya \u00f6rneklerini inceleyelim: <\/p>\n\n<ul>\n<li><h3>\u0130\u015fletme ve Finans<\/h3><h3><\/h3><\/li>\n<\/ul>\n\n<p>Finans d\u00fcnyas\u0131nda say\u0131sal veriler krald\u0131r. Hisse senedi fiyatlar\u0131, d\u00f6viz kurlar\u0131, sat\u0131\u015f rakamlar\u0131 ve kar marjlar\u0131n\u0131n t\u00fcm\u00fc say\u0131sal olarak temsil edilir. Yat\u0131r\u0131mc\u0131lar ve analistler, yat\u0131r\u0131mlar\u0131 sat\u0131n alma, satma veya elde tutma konusunda bilin\u00e7li kararlar vermek i\u00e7in bu verilere g\u00fcvenirler.  <\/p>\n\n<ul>\n<li><h3>Sa\u011fl\u0131k Hizmetleri<\/h3><h3><\/h3><\/li>\n<\/ul>\n\n<p>Hastan\u0131n ya\u015famsal belirtileri, laboratuvar sonu\u00e7lar\u0131 ve re\u00e7ete dozajlar\u0131 gibi t\u0131bbi verilerin t\u00fcm\u00fc do\u011fas\u0131 gere\u011fi say\u0131sald\u0131r. Sa\u011fl\u0131k uzmanlar\u0131 bu verileri hastalar\u0131 te\u015fhis ve tedavi etmek, ilerlemelerini izlemek ve bak\u0131mlar\u0131 hakk\u0131nda bilin\u00e7li kararlar almak i\u00e7in kullan\u0131r. <\/p>\n\n<ul>\n<li><h3>Bilimsel Ara\u015ft\u0131rma<\/h3><h3><\/h3><\/li>\n<\/ul>\n\n<p>Bilim insanlar\u0131 deneyler yapmak ve sonu\u00e7lar \u00e7\u0131karmak i\u00e7in b\u00fcy\u00fck miktarlarda veri toplar. Bu veriler, belirli ara\u015ft\u0131rma alan\u0131na ba\u011fl\u0131 olarak s\u0131cakl\u0131k, bas\u0131n\u00e7, par\u00e7ac\u0131k say\u0131lar\u0131 ve di\u011fer bir\u00e7ok de\u011fi\u015fkenin \u00f6l\u00e7\u00fcmlerini i\u00e7erebilir. <\/p>\n\n<h2 class=\"wp-block-heading\">Say\u0131sal Veriler ile Kategorik Veriler Aras\u0131ndaki Fark<\/h2>\n\n<p>Say\u0131sal ve <a class=\"wpil_keyword_link\" href=\"https:\/\/www.questionpro.com\/blog\/tr\/kategorik-veriler-tanim-turler-ozellikler-ornekler\/\" title=\"kategorik veriler\" data-wpil-keyword-link=\"linked\" data-wpil-monitor-id=\"72\">kategorik veriler<\/a> aras\u0131ndaki farklar \u00e7ok b\u00fcy\u00fck olabilir. \u0130\u015fte say\u0131sal veriler ile kategorik veriler aras\u0131nda bir kar\u015f\u0131la\u015ft\u0131rma: <\/p>\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><strong>Konu<\/strong><\/td><td><strong>Say\u0131sal Veriler<\/strong><\/td><td><strong>Kategorik Veriler<\/strong><\/td><\/tr><tr><td><strong>Do\u011fa<\/strong><\/td><td>Niceliksel, \u00f6l\u00e7\u00fclebilir ve say\u0131 olarak temsil edilir.<\/td><td>Niteliksel, kategorileri veya etiketleri temsil eder.<\/td><\/tr><tr><td><strong>\u00d6rnek<\/strong><\/td><td>Ya\u015f, boy, ate\u015f, gelir, \u00e7ocuk say\u0131s\u0131.<\/td><td>Cinsiyet, renk, araba markalar\u0131, meyve t\u00fcrleri.<\/td><\/tr><tr><td><strong>Tip<\/strong><\/td><td>S\u00fcrekli (sonsuz de\u011ferler) veya ayr\u0131k (belirli de\u011ferler) olabilir.<\/td><td>Ayr\u0131k, genellikle sonlu, farkl\u0131 kategorilere sahip.<\/td><\/tr><tr><td><strong>Matematiksel Operasyonlar<\/strong><\/td><td>Matematiksel i\u015flemlere tabi tutulabilir (\u00f6rn. toplama, ortalama).<\/td><td>Matematiksel i\u015flemler i\u00e7in uygun de\u011fildir.<\/td><\/tr><tr><td><strong>\u00d6nlemler<\/strong><\/td><td>Merkezi e\u011filim ve da\u011f\u0131l\u0131m \u00f6l\u00e7\u00fcleri (ortalama, medyan, aral\u0131k, varyans) kullan\u0131larak tan\u0131mlanm\u0131\u015ft\u0131r.<\/td><td>Say\u0131lar, y\u00fczdeler ve mod kullan\u0131larak a\u00e7\u0131klanm\u0131\u015ft\u0131r.<\/td><\/tr><tr><td><strong>Temsilcilik<\/strong><\/td><td>Tipik olarak say\u0131sal formatta g\u00f6r\u00fcnt\u00fclenir.<\/td><td>Etiket veya kategori olarak temsil edilir.<\/td><\/tr><tr><td><strong>Analiz \u00d6rnekleri<\/strong><\/td><td>Regresyon analizi, korelasyon, ortalama kar\u015f\u0131la\u015ft\u0131rma, t-testleri.<\/td><td>Frekans da\u011f\u0131l\u0131m\u0131, ki-kare testleri, \u00e7ubuk grafikler.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<h2 class=\"wp-block-heading\">QuestionPro Say\u0131sal Verilerin Toplanmas\u0131na Nas\u0131l Yard\u0131mc\u0131 Olabilir?<\/h2>\n\n<p>QuestionPro, say\u0131sal verilerin verimli bir \u015fekilde toplanmas\u0131na yard\u0131mc\u0131 olabilecek bir anket ve veri toplama platformudur. Say\u0131sal verilerin toplanmas\u0131n\u0131 kolayla\u015ft\u0131ran \u00e7e\u015fitli \u00f6zellikler sunar, \u00f6rne\u011fin <\/p>\n\n<ul>\n<li><strong>\u00d6zelle\u015ftirilebilir Anketler: <\/strong>QuestionPro, derecelendirme, s\u0131ralama veya say\u0131sal analiz yan\u0131tlar\u0131 gibi say\u0131sal verileri toplamak i\u00e7in uyarlanm\u0131\u015f belirli sorularla \u00f6zel anketler olu\u015fturman\u0131za olanak tan\u0131r.<\/li>\n\n\n\n<li><strong>\u00c7oklu Soru T\u00fcrleri:<\/strong> Say\u0131sal yan\u0131tlar\u0131 toplamak i\u00e7in uygun olan \u00e7oktan se\u00e7meli, Likert \u00f6l\u00e7e\u011fi, say\u0131sal giri\u015f ve matris sorular\u0131 dahil olmak \u00fczere bir dizi soru t\u00fcr\u00fc sunar.<\/li>\n\n\n\n<li>Atlama <strong>Mant\u0131\u011f\u0131 ve Dallanma:<\/strong> Kat\u0131l\u0131mc\u0131lar\u0131 ilgili sorulara y\u00f6nlendirmek i\u00e7in atlama mant\u0131\u011f\u0131n\u0131 kullanarak anket deneyimini daha verimli hale getirebilir ve uygulanamayan say\u0131sal veri giri\u015flerini azaltabilirsiniz.<\/li>\n\n\n\n<li><strong>Borulama ve De\u011fi\u015fkenler:<\/strong> QuestionPro de\u011fi\u015fkenleri ve borular\u0131 kullanmay\u0131 destekleyerek, kat\u0131l\u0131mc\u0131lar\u0131n \u00f6nceki yan\u0131tlar\u0131na g\u00f6re hesaplanm\u0131\u015f de\u011ferleri veya \u00f6nceden doldurulmu\u015f say\u0131sal verileri g\u00f6r\u00fcnt\u00fclemenizi sa\u011flar.<\/li>\n\n\n\n<li><strong>Veri Do\u011frulama:<\/strong> Kat\u0131l\u0131mc\u0131lar taraf\u0131ndan girilen say\u0131sal de\u011fer verilerinin belirli kriterleri veya k\u0131s\u0131tlamalar\u0131 kar\u015f\u0131lad\u0131\u011f\u0131ndan emin olmak i\u00e7in veri do\u011frulama kurallar\u0131n\u0131n ayarlanmas\u0131na y\u00f6nelik se\u00e7enekler sunar.<\/li>\n\n\n\n<li><strong>Entegrasyon:<\/strong> QuestionPro&#8217;yu di\u011fer veri analiz ara\u00e7lar\u0131yla entegre ederek toplanan s\u00fcrekli verilerin analiz edilmesini ve g\u00f6rselle\u015ftirilmesini kolayla\u015ft\u0131rabilirsiniz.<\/li>\n\n\n\n<li><strong>Ger\u00e7ek Zamanl\u0131 Analitik:<\/strong> QuestionPro ger\u00e7ek zamanl\u0131 raporlama ve analizler sunarak say\u0131sal veri toplama s\u00fcrecini izlemenize ve yan\u0131tlar geldik\u00e7e i\u00e7g\u00f6r\u00fcler elde etmenize olanak tan\u0131r.<\/li>\n\n\n\n<li><strong>Mobil Optimizasyon: <\/strong>Platform mobil uyumludur, bu da kat\u0131l\u0131mc\u0131lar\u0131n \u00e7e\u015fitli cihazlarda anketleri tamamlamas\u0131n\u0131 kolayla\u015ft\u0131rarak daha y\u00fcksek yan\u0131t oranlar\u0131na yol a\u00e7abilir.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">Sonu\u00e7<\/h2>\n\n<p>Say\u0131sal veriler, \u00e7e\u015fitli alanlarda veriye dayal\u0131 karar vermenin temelini olu\u015fturur. \u00d6zellikleri, t\u00fcrleri ve ger\u00e7ek d\u00fcnya \u00f6rnekleri \u00e7ok y\u00f6nl\u00fcl\u00fc\u011f\u00fcn\u00fc ve \u00f6nemini g\u00f6stermektedir. Say\u0131sal veriler, derinlemesine tan\u0131mlay\u0131c\u0131 istatistiklere, istatistiksel analizlere ve i\u00e7g\u00f6r\u00fcl\u00fc karar verme s\u00fcre\u00e7lerine olanak tan\u0131r.  <\/p>\n\n<p>\u0130ster analist, ister bilim insan\u0131, ister i\u015fletme sahibi ya da sadece veriler arac\u0131l\u0131\u011f\u0131yla d\u00fcnyay\u0131 anlamakla ilgilenen biri olun, bu verileri sa\u011flam bir \u015fekilde kavramak \u00e7ok \u00f6nemlidir.  <\/p>\n\n<p>Bu t\u00fcr verilerle \u00e7al\u0131\u015fmak, verilere giderek daha fazla ba\u011f\u0131ml\u0131 hale gelen bir d\u00fcnyada de\u011ferli bir beceridir ve bireyleri ve kurulu\u015flar\u0131 bilin\u00e7li se\u00e7imler yapma ve ilerleme sa\u011flama konusunda g\u00fc\u00e7lendirir. Bu nedenle, bir dahaki sefere say\u0131sal bir veri k\u00fcmesiyle kar\u015f\u0131la\u015ft\u0131\u011f\u0131n\u0131zda, bar\u0131nd\u0131rd\u0131\u011f\u0131 bilgi zenginli\u011fini ve ortaya \u00e7\u0131karabilece\u011fi i\u00e7g\u00f6r\u00fcleri hat\u0131rlay\u0131n. <\/p>\n\n<p>QuestionPro, anketler ve soru formlar\u0131 arac\u0131l\u0131\u011f\u0131yla verilerin verimli bir \u015fekilde toplanmas\u0131, y\u00f6netilmesi ve analiz edilmesi i\u00e7in \u00e7ok y\u00f6nl\u00fc bir ara\u00e7t\u0131r. S\u00fcreci kolayla\u015ft\u0131r\u0131r ve veri toplamay\u0131 basit ve anlay\u0131\u015fl\u0131 hale getirmek i\u00e7in gerekli \u00f6zellikleri sa\u011flar. <\/p>\n\n<p><\/p><p style=\"text-align: center;\"><a href=\"https:\/\/www.questionpro.com\/research-edition-survey-software\/\" target=\"_blank\" rel=\"noopener\">\n  <button>DAHA FAZLA BI\u0307LGI\u0307 EDI\u0307NI\u0307N<\/button>\n<\/a>       <a href=\"https:\/\/www.questionpro.com\/a\/showEntry.do?classID=1053&#038;sourceRef=blog\" target=\"_blank\" rel=\"noopener\">\n  <button>\u00dcCRETS\u0130Z DENEME<\/button>\n<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>U\u00e7suz bucaks\u0131z veri d\u00fcnyas\u0131nda, say\u0131sal veriler en temel ve \u00e7ok y\u00f6nl\u00fc t\u00fcrlerden biri olarak \u00f6ne \u00e7\u0131kmaktad\u0131r. G\u00fcnl\u00fck hayat\u0131m\u0131z\u0131n temel bir [&hellip;]<\/p>\n","protected":false},"author":80,"featured_media":821825,"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>Say\u0131sal Veriler: Nedir, \u00d6zellikleri, T\u00fcrleri ve \u00d6rnekleri<\/title>\n<meta name=\"description\" content=\"Say\u0131sal veri d\u00fcnyas\u0131n\u0131 ke\u015ffedin - \u00f6zelliklerini ve t\u00fcrlerini \u00f6\u011frenin ve bu bilgilendirici blogda ger\u00e7ek hayattan \u00f6rnekler g\u00f6r\u00fcn.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.questionpro.com\/blog\/tr\/sayisal-veriler-nedir-ozellikleri-turleri-ve-ornekleri\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Say\u0131sal Veriler: Nedir, \u00d6zellikleri, T\u00fcrleri ve \u00d6rnekleri\" \/>\n<meta property=\"og:description\" content=\"Say\u0131sal veri d\u00fcnyas\u0131n\u0131 ke\u015ffedin - 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