

{"id":794806,"date":"2022-06-03T11:38:21","date_gmt":"2022-06-03T18:38:21","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/veri-kaynagi-orneklerle-ne-oldugu\/"},"modified":"2022-06-03T11:38:21","modified_gmt":"2022-06-03T11:38:21","slug":"veri-kaynagi-orneklerle-ne-oldugu","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/","title":{"rendered":"Veri Kayna\u011f\u0131: \u00d6rneklerle ne oldu\u011fu"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">&#8220;Veri kayna\u011f\u0131&#8221; ifadesini ilk kez muhtemelen \u00e7ocukken bir fen dersinde duymu\u015fsunuzdur. O zamanki &#8220;kaynak&#8221; kesinlikle daha b\u00fcy\u00fck bir veri setinden t\u00fcretilmi\u015f bir ortalamalar tablosuydu. Buna neden kaynak dedi\u011fimiz a\u00e7\u0131k: verilerin nas\u0131l geldi\u011fini g\u00f6r\u00fcyoruz. Bununla birlikte, &#8220;veri kayna\u011f\u0131&#8221; dedi\u011fimizde kastetti\u011fimiz \u015fey bu mudur?<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu veriler, veritaban\u0131 tablolar\u0131n\u0131n nerede depoland\u0131\u011f\u0131n\u0131 ve kurumsal yaz\u0131l\u0131m\u0131n mant\u0131k nesnelerini nerede \u00e7al\u0131\u015ft\u0131rd\u0131\u011f\u0131n\u0131 belirtir.  <\/span><span style=\"font-weight: 400;\">Bir veri kayna\u011f\u0131, verinin olu\u015fturuldu\u011fu veya fiziksel materyalin dijitalle\u015ftirildi\u011fi ilk yer olabilir. Ancak ba\u015fka bir s\u00fcre\u00e7 bu veriye eri\u015fir ve onu kullan\u0131rsa en parlak veri bile kaynak olarak kullan\u0131labilir.  <\/span><span style=\"font-weight: 400;\">Peki, i\u015fletmeler t\u00fcm bu verileri nas\u0131l toplayabilir ve kullanabilir? Hadi \u00f6\u011frenelim.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Veri Kayna\u011f\u0131 Nedir?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Veri kayna\u011f\u0131, bilginin topland\u0131\u011f\u0131 bir konumdur. Kaynak bir veritaban\u0131, bir d\u00fcz dosya, bir XML belgesi veya bir sistemin okuyabilece\u011fi ba\u015fka bir format olabilir. Girdi, i\u015f ak\u0131\u015f\u0131nda kullan\u0131lan bilgileri i\u00e7eren bir dizi kay\u0131t olarak yakalan\u0131r. M\u00fc\u015fteri bilgileri, muhasebe numaralar\u0131, sat\u0131\u015flar, lojistik ve di\u011fer bilgilerin t\u00fcm\u00fc dahil edilebilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Do\u011fruluk kontrol\u00fc i\u00e7in &#8220;veri kayna\u011f\u0131&#8221; terimini \u015f\u00fcphesiz duymu\u015fsunuzdur. Rakamlar i\u00e7eren bir makale okurken. Sa\u011flay\u0131c\u0131n\u0131n kim oldu\u011funu ya da bir blog mu yoksa bir devlet web sitesi mi oldu\u011funu merak edebilirsiniz. Bu durumda arad\u0131\u011f\u0131n\u0131z \u015fey veriden ziyade otoritedir. Ancak, ikimiz de ayn\u0131 terimi kullan\u0131yoruz.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Veri Kayna\u011f\u0131 T\u00fcrleri<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Katk\u0131lar, <a href=\"https:\/\/www.questionpro.com\/blog\/data-collection-methods\/\">veri toplama<\/a>, i\u00e7erik, t\u00fcr ve konum \u00e7e\u015fitlili\u011fini art\u0131rmaktad\u0131r. Veri kaynaklar\u0131n\u0131n \u00e7o\u011funlu\u011fu halen teknolojiye dayal\u0131 olarak iki gruba ayr\u0131labilir: makine veri kaynaklar\u0131 ve dosya veri kaynaklar\u0131.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Makine ve dosya veri kaynaklar\u0131 farkl\u0131 \u015fekilde depolan\u0131r, al\u0131n\u0131r ve kullan\u0131l\u0131r.<\/span><\/p>\n<ul>\n<li>\n<h3><span style=\"font-weight: 400;\">Makine veri kaynaklar\u0131<\/span><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Kullan\u0131c\u0131lar, verileri emen sistemde ya\u015famas\u0131 gereken ve kolayca payla\u015f\u0131lmayan makine veri kaynaklar\u0131n\u0131 belirler. Makine veri kaynaklar\u0131, di\u011fer veri kaynaklar\u0131 gibi, temel yaz\u0131l\u0131m kaynaklar\u0131 ve bir s\u00fcr\u00fcc\u00fc y\u00f6neticisi de dahil olmak \u00fczere verilere ba\u011flanmak i\u00e7in gereken t\u00fcm bilgileri sa\u011flar, ancak kullan\u0131c\u0131lar\u0131n ba\u011flant\u0131y\u0131 ba\u015flatmak veya verileri sorgulamak i\u00e7in DSN&#8217;yi bir k\u0131sayol olarak kullanmalar\u0131 yeterlidir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ba\u011flant\u0131 bilgilerini saklamak i\u00e7in ortam \u00f6\u011feleri, veritaban\u0131 yap\u0131land\u0131rma ayarlar\u0131 veya bilgisayar\u0131n ya da uygulaman\u0131n i\u00e7indeki bir yer kullan\u0131l\u0131r. \u00d6rne\u011fin, bir Oracle veri kayna\u011f\u0131 hangi cihazlar\u0131n kullan\u0131laca\u011f\u0131, s\u00fcr\u00fcc\u00fc motorlar\u0131 veya sistem ve kullan\u0131c\u0131 kimlikleri ve do\u011frulama gibi standart bir ba\u011flant\u0131 zincirinin di\u011fer ilgili k\u0131s\u0131mlar\u0131 hakk\u0131nda bilgi i\u00e7erecektir.<\/span><\/p>\n<ul>\n<li>\n<h3><span style=\"font-weight: 400;\">Dosya veri kayna\u011f\u0131<\/span><\/h3>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">T\u00fcm ba\u011flant\u0131 bilgileri, dosya veri kaynaklar\u0131ndaki tek bir payla\u015f\u0131lan bilgisayar dosyas\u0131nda yer al\u0131r <\/span><span style=\"font-weight: 400;\">veya ara\u015ft\u0131rma depolar\u0131<\/span><span style=\"font-weight: 400;\">. Dosya veri kaynaklar\u0131 \u00e7e\u015fitli uygulamalara, sistemlere veya kullan\u0131c\u0131lara tahsis edilmemi\u015ftir.<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\"><br \/>\n<\/span><span style=\"font-weight: 400;\">Bu nedenle makine veri kaynaklar\u0131 gibi bir veri kayna\u011f\u0131 ad\u0131 (DSN) yoktur. Her dosya sadece bir veri kayna\u011f\u0131 i\u00e7in bir y\u00f6nlendirici i\u00e7erir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Her bilgisayar veritaban\u0131nda oldu\u011fu gibi, dosya veri kaynaklar\u0131 d\u00fczenlenebilir ve kopyalanabilir. Kullan\u0131c\u0131lar ve sistemler ortak bir ba\u011flant\u0131y\u0131 payla\u015fabilir (veri kayna\u011f\u0131n\u0131 ayr\u0131 bilgisayarlar veya sunucular aras\u0131nda aktararak) ve veri ba\u011flant\u0131 s\u00fcre\u00e7leri kolayla\u015ft\u0131r\u0131labilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00d6rne\u011fin, bir veri kayna\u011f\u0131n\u0131 ayn\u0131 anda birden fazla program ve kullan\u0131c\u0131 taraf\u0131ndan eri\u015filebilen bir t\u00fcr payla\u015f\u0131lan kaynak \u00fczerinde depolayarak.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Bir veri kayna\u011f\u0131n\u0131n i\u015flevselli\u011fi<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Son olarak, kullan\u0131c\u0131lara ve uygulamalara verilere ba\u011flanma ve verileri uygun konumlar\u0131na ta\u015f\u0131ma konusunda yard\u0131mc\u0131 olmak i\u00e7in tasarlanm\u0131\u015ft\u0131r. \u00d6nemli teknik verileri tek bir yerde toplar ve depolarlar. Sonu\u00e7 olarak, veri t\u00fcketicileri verilerini i\u015flemeye ve en iyi \u015fekilde nas\u0131l kullanacaklar\u0131n\u0131 belirlemeye odaklanabilirler.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ama\u00e7, ba\u011flant\u0131lar\u0131 daha kullan\u0131c\u0131 dostu ve anla\u015f\u0131l\u0131r bir \u015fekilde sunmakt\u0131r. Bu da farkl\u0131 sistemleri daha etkin bir \u015fekilde <a href=\"https:\/\/www.questionpro.com\/blog\/customer-data-integration\/\">entegre etmek i\u00e7in veri kaynaklar\u0131n\u0131n<\/a> kullan\u0131lmas\u0131n\u0131 gerektirmektedir. \u00c7\u00fcnk\u00fc hissedarlar\u0131 karma\u015f\u0131k ancak d\u00fc\u015f\u00fck seviyeli ba\u011flant\u0131 verileriyle u\u011fra\u015fma ve sorun giderme y\u00fck\u00fcnden kurtar\u0131rlar.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ve bu ba\u011flant\u0131 verileri gizlenmi\u015f olsa da, ihtiya\u00e7 duyuldu\u011funda her zaman kullan\u0131labilir. Bu veriler ayn\u0131 zamanda tek tip yerlere ve bi\u00e7imlere kaydedilir, bu da ge\u00e7i\u015fler ve planlanan sistem yap\u0131s\u0131 de\u011fi\u015fiklikleri gibi di\u011fer i\u015flemleri kolayla\u015ft\u0131rabilir.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u0130\u015fte i\u015f ba\u015f\u0131ndaki veri kaynaklar\u0131na baz\u0131 \u00f6rnekler.<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Veri kaynaklar\u0131na \u00f6rnek olarak \u00e7e\u015fitli veri tabanlar\u0131 verilebilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0130nternet \u00fczerinden sat\u0131\u015f yapan bir ayakkab\u0131 markas\u0131 d\u00fc\u015f\u00fcn\u00fcn. Web sitesi, bir \u00fcr\u00fcn\u00fcn stokta olup olmad\u0131\u011f\u0131n\u0131 belirlemek i\u00e7in stok veri taban\u0131ndan al\u0131nan verileri kullan\u0131r. Bu senaryoda stok kay\u0131tlar\u0131, web sitesini t\u00fcketicilere sunan web program\u0131 taraf\u0131ndan al\u0131nan bir veri kayna\u011f\u0131d\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kelimenin veritaban\u0131 y\u00f6netimi ba\u011flam\u0131nda nas\u0131l kullan\u0131ld\u0131\u011f\u0131na odaklanmak, ne t\u00fcr veri kaynaklar\u0131n\u0131n var oldu\u011funu, bunlar\u0131n nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 ve ne zaman faydal\u0131 olduklar\u0131n\u0131 anlamaya yard\u0131mc\u0131 olacakt\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A\u015fa\u011f\u0131dakileri d\u00fc\u015f\u00fcn\u00fcn: \u00c7evrimi\u00e7i tiyatro oyunu biletleri bir izleyici taraf\u0131ndan sat\u0131n al\u0131n\u0131yor. M\u00fc\u015fteri, web sitesinde hangi koltuklar\u0131n mevcut oldu\u011fu veya hangilerinin dolduruldu\u011fu konusunda bilgilendirilmelidir. Bu veriler bir bilet veri taban\u0131ndan toplan\u0131r. Buradaki veri kayna\u011f\u0131 bir veritaban\u0131d\u0131r. Ba\u015far\u0131l\u0131 bir i\u015flem, verilerin do\u011frulu\u011funa ve veri kayna\u011f\u0131na olan ba\u011flant\u0131n\u0131n g\u00fcvenilirli\u011fine ba\u011fl\u0131d\u0131r.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Sonu\u00e7<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0130\u015fletmeler bilgiyi de\u011fi\u015fen pazar ko\u015fullar\u0131na uyum sa\u011flamak, lojistik sorunlar\u0131 \u00e7\u00f6zmek ve t\u00fcketici deneyimini iyile\u015ftirmek i\u00e7in yeni y\u00f6ntemler ke\u015ffetmek i\u00e7in kullanabilir. Veri kayna\u011f\u0131, \u015firketinizin faaliyetlerine yeni bir bak\u0131\u015f a\u00e7\u0131s\u0131 kazand\u0131rabilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">QuestionPro anket yaz\u0131l\u0131m\u0131ndan \u00e7ok daha fazlas\u0131d\u0131r; her \u00f6zel sorun ve sekt\u00f6r i\u00e7in bir \u00e7\u00f6z\u00fcm\u00fcm\u00fcz var. Ayr\u0131ca Insights Hub adl\u0131 ara\u015ft\u0131rma havuzumuz gibi veri y\u00f6netim platformlar\u0131 da sunuyoruz.<\/span><\/p>\n<p style=\"text-align: center;\"><a class=\"square-cta secondary-lined-cta\" href=\"https:\/\/www.questionpro.com\/insightshub\/\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>DAHA FAZLA BI\u0307LGI\u0307 EDI\u0307NI\u0307N<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#8220;Veri kayna\u011f\u0131&#8221; ifadesini ilk kez muhtemelen \u00e7ocukken bir fen dersinde duymu\u015fsunuzdur. O zamanki &#8220;kaynak&#8221; kesinlikle daha b\u00fcy\u00fck bir veri setinden [&hellip;]<\/p>\n","protected":false},"author":49,"featured_media":712267,"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":[1118],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Veri Kayna\u011f\u0131: \u00d6rneklerle ne oldu\u011fu | QuestionPro<\/title>\n<meta name=\"description\" content=\"Veri kayna\u011f\u0131, bilgi toplamak i\u00e7in kullan\u0131lan bir konumdur. Bu bir veritaban\u0131, d\u00fcz bir dosya, XML belgesi veya bir sistemin okuyabilece\u011fi herhangi bir format olabilir.\" \/>\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\/veri-kaynagi-orneklerle-ne-oldugu\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Veri Kayna\u011f\u0131: \u00d6rneklerle ne oldu\u011fu | QuestionPro\" \/>\n<meta property=\"og:description\" content=\"Veri kayna\u011f\u0131, bilgi toplamak i\u00e7in kullan\u0131lan bir konumdur. Bu bir veritaban\u0131, d\u00fcz bir dosya, XML belgesi veya bir sistemin okuyabilece\u011fi herhangi bir format olabilir.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/\" \/>\n<meta property=\"og:site_name\" content=\"QuestionPro\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/questionpro\" \/>\n<meta property=\"article:published_time\" content=\"2022-06-03T18:38:21+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-06-03T11:38:21+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/06\/data-sources.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"992\" \/>\n\t<meta property=\"og:image:height\" content=\"594\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Fabyio Villegas\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@questionpro\" \/>\n<meta name=\"twitter:site\" content=\"@questionpro\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fabyio Villegas\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/\"},\"author\":{\"name\":\"Fabyio Villegas\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/person\/4f0c1596eb1a64b215717f16e263068d\"},\"headline\":\"Veri Kayna\u011f\u0131: \u00d6rneklerle ne oldu\u011fu\",\"datePublished\":\"2022-06-03T18:38:21+00:00\",\"dateModified\":\"2022-06-03T11:38:21+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/\"},\"wordCount\":1045,\"publisher\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#organization\"},\"articleSection\":[\"Ara\u015ft\u0131rma Ara\u00e7lar\u0131 ve Uygulamalar\u0131\"],\"inLanguage\":\"tr\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/\",\"url\":\"https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/\",\"name\":\"Veri Kayna\u011f\u0131: \u00d6rneklerle ne oldu\u011fu | QuestionPro\",\"isPartOf\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#website\"},\"datePublished\":\"2022-06-03T18:38:21+00:00\",\"dateModified\":\"2022-06-03T11:38:21+00:00\",\"description\":\"Veri kayna\u011f\u0131, bilgi toplamak i\u00e7in kullan\u0131lan bir konumdur. Bu bir veritaban\u0131, d\u00fcz bir dosya, XML belgesi veya bir sistemin okuyabilece\u011fi herhangi bir format olabilir.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/www.questionpro.com\/blog\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pazar Ara\u015ft\u0131rmas\u0131\",\"item\":\"https:\/\/www.questionpro.com\/blog\/tr\/category\/pazar-arastirmasi-tr\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Ara\u015ft\u0131rma Ara\u00e7lar\u0131 ve Uygulamalar\u0131\",\"item\":\"https:\/\/www.questionpro.com\/blog\/tr\/category\/arastirma-araclari-ve-uygulamalari\/\"},{\"@type\":\"ListItem\",\"position\":4,\"name\":\"Veri Kayna\u011f\u0131: \u00d6rneklerle ne oldu\u011fu\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#website\",\"url\":\"https:\/\/www.questionpro.com\/blog\/tr\/\",\"name\":\"QuestionPro\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.questionpro.com\/blog\/tr\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"tr\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#organization\",\"name\":\"QuestionPro\",\"url\":\"https:\/\/www.questionpro.com\/blog\/tr\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg\",\"contentUrl\":\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg\",\"caption\":\"QuestionPro\"},\"image\":{\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/questionpro\",\"https:\/\/twitter.com\/questionpro\",\"https:\/\/www.linkedin.com\/company\/questionpro\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/person\/4f0c1596eb1a64b215717f16e263068d\",\"name\":\"Fabyio Villegas\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/c1eda364265c66792ad93d208502b662?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/c1eda364265c66792ad93d208502b662?s=96&d=mm&r=g\",\"caption\":\"Fabyio Villegas\"},\"description\":\"Copywriter and SEO Specialist. With over 11 years of experience in Digital Marketing and Educational Content Curation.\",\"url\":\"https:\/\/www.questionpro.com\/blog\/tr\/author\/fabiola\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Veri Kayna\u011f\u0131: \u00d6rneklerle ne oldu\u011fu | QuestionPro","description":"Veri kayna\u011f\u0131, bilgi toplamak i\u00e7in kullan\u0131lan bir konumdur. Bu bir veritaban\u0131, d\u00fcz bir dosya, XML belgesi veya bir sistemin okuyabilece\u011fi herhangi bir format olabilir.","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:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/","og_locale":"tr_TR","og_type":"article","og_title":"Veri Kayna\u011f\u0131: \u00d6rneklerle ne oldu\u011fu | QuestionPro","og_description":"Veri kayna\u011f\u0131, bilgi toplamak i\u00e7in kullan\u0131lan bir konumdur. Bu bir veritaban\u0131, d\u00fcz bir dosya, XML belgesi veya bir sistemin okuyabilece\u011fi herhangi bir format olabilir.","og_url":"https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/","og_site_name":"QuestionPro","article_publisher":"https:\/\/www.facebook.com\/questionpro","article_published_time":"2022-06-03T18:38:21+00:00","article_modified_time":"2022-06-03T11:38:21+00:00","og_image":[{"width":992,"height":594,"url":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/06\/data-sources.jpg","type":"image\/jpeg"}],"author":"Fabyio Villegas","twitter_card":"summary_large_image","twitter_creator":"@questionpro","twitter_site":"@questionpro","twitter_misc":{"Yazan:":"Fabyio Villegas","Tahmini okuma s\u00fcresi":"5 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/#article","isPartOf":{"@id":"https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/"},"author":{"name":"Fabyio Villegas","@id":"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/person\/4f0c1596eb1a64b215717f16e263068d"},"headline":"Veri Kayna\u011f\u0131: \u00d6rneklerle ne oldu\u011fu","datePublished":"2022-06-03T18:38:21+00:00","dateModified":"2022-06-03T11:38:21+00:00","mainEntityOfPage":{"@id":"https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/"},"wordCount":1045,"publisher":{"@id":"https:\/\/www.questionpro.com\/blog\/tr\/#organization"},"articleSection":["Ara\u015ft\u0131rma Ara\u00e7lar\u0131 ve Uygulamalar\u0131"],"inLanguage":"tr"},{"@type":"WebPage","@id":"https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/","url":"https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/","name":"Veri Kayna\u011f\u0131: \u00d6rneklerle ne oldu\u011fu | QuestionPro","isPartOf":{"@id":"https:\/\/www.questionpro.com\/blog\/tr\/#website"},"datePublished":"2022-06-03T18:38:21+00:00","dateModified":"2022-06-03T11:38:21+00:00","description":"Veri kayna\u011f\u0131, bilgi toplamak i\u00e7in kullan\u0131lan bir konumdur. Bu bir veritaban\u0131, d\u00fcz bir dosya, XML belgesi veya bir sistemin okuyabilece\u011fi herhangi bir format olabilir.","breadcrumb":{"@id":"https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.questionpro.com\/blog\/tr\/veri-kaynagi-orneklerle-ne-oldugu\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Ev","item":"https:\/\/www.questionpro.com\/blog\/tr\/"},{"@type":"ListItem","position":2,"name":"Pazar Ara\u015ft\u0131rmas\u0131","item":"https:\/\/www.questionpro.com\/blog\/tr\/category\/pazar-arastirmasi-tr\/"},{"@type":"ListItem","position":3,"name":"Ara\u015ft\u0131rma Ara\u00e7lar\u0131 ve Uygulamalar\u0131","item":"https:\/\/www.questionpro.com\/blog\/tr\/category\/arastirma-araclari-ve-uygulamalari\/"},{"@type":"ListItem","position":4,"name":"Veri Kayna\u011f\u0131: \u00d6rneklerle ne oldu\u011fu"}]},{"@type":"WebSite","@id":"https:\/\/www.questionpro.com\/blog\/tr\/#website","url":"https:\/\/www.questionpro.com\/blog\/tr\/","name":"QuestionPro","description":"","publisher":{"@id":"https:\/\/www.questionpro.com\/blog\/tr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.questionpro.com\/blog\/tr\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"tr"},{"@type":"Organization","@id":"https:\/\/www.questionpro.com\/blog\/tr\/#organization","name":"QuestionPro","url":"https:\/\/www.questionpro.com\/blog\/tr\/","logo":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/logo\/image\/","url":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg","contentUrl":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg","caption":"QuestionPro"},"image":{"@id":"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/questionpro","https:\/\/twitter.com\/questionpro","https:\/\/www.linkedin.com\/company\/questionpro\/"]},{"@type":"Person","@id":"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/person\/4f0c1596eb1a64b215717f16e263068d","name":"Fabyio Villegas","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/www.questionpro.com\/blog\/tr\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/c1eda364265c66792ad93d208502b662?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/c1eda364265c66792ad93d208502b662?s=96&d=mm&r=g","caption":"Fabyio Villegas"},"description":"Copywriter and SEO Specialist. With over 11 years of experience in Digital Marketing and Educational Content Curation.","url":"https:\/\/www.questionpro.com\/blog\/tr\/author\/fabiola\/"}]}},"featured_image_src":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/06\/data-sources.jpg","featured_image_src_square":"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2022\/06\/data-sources.jpg","author_info":{"display_name":"Fabyio Villegas","author_link":"https:\/\/www.questionpro.com\/blog\/tr\/author\/fabiola\/"},"_links":{"self":[{"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/posts\/794806"}],"collection":[{"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/users\/49"}],"replies":[{"embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/comments?post=794806"}],"version-history":[{"count":0,"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/posts\/794806\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/media\/712267"}],"wp:attachment":[{"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/media?parent=794806"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/categories?post=794806"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/tags?post=794806"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}