{"id":798359,"date":"2022-06-21T11:55:32","date_gmt":"2022-06-21T11:55:32","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/veri-gorsellestirme-nedir-stratejiler\/"},"modified":"2022-06-21T11:55:32","modified_gmt":"2022-06-21T11:55:32","slug":"veri-gorsellestirme-nedir-stratejiler","status":"publish","type":"post","link":"https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/","title":{"rendered":"Veri G\u00f6rselle\u015ftirme: Nedir + Stratejiler"},"content":{"rendered":"

Son birka\u00e7 on y\u0131ldaki en \u00f6nemli geli\u015fmelerden biri, \u015firketlerin verilerini toplama, saklama ve analiz etme bi\u00e7imleri olmu\u015ftur. Verilerdeki muazzam art\u0131\u015fla birlikte, bu say\u0131lar\u0131 d\u00fczenlemek ve analiz etmek i\u00e7in yeni y\u00f6ntemlere ihtiya\u00e7 duyulmaktad\u0131r. Bu talep, veri g\u00f6rselle\u015ftirmenin temelini olu\u015fturmaktad\u0131r. Bu makale veri g\u00f6rselle\u015ftirmeyi tan\u0131mlayacak, baz\u0131 yayg\u0131n uygulamalar\u0131 tart\u0131\u015facak ve kurulu\u015funuzda uygulaman\u0131n somut faydalar\u0131yla sona erecektir.<\/span><\/p>\n

Veri G\u00f6rselle\u015ftirme Nedir?<\/h2>\n

Veri g\u00f6rselle\u015ftirme, b\u00fcy\u00fck miktarda ham verinin al\u0131narak grafik, \u00e7izelge, g\u00f6r\u00fcnt\u00fc veya analitik bir yap\u0131ya d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesidir. Bu, b\u00fcy\u00fck bir veri havuzunu al\u0131p say\u0131lar\u0131n ne anlama geldi\u011fini ve i\u015finizin somut y\u00f6nleriyle nas\u0131l ili\u015fkili olduklar\u0131n\u0131 anlamay\u0131 kolayla\u015ft\u0131rmaya yard\u0131mc\u0131 olur. <\/span><\/p>\n

Ayr\u0131ca, veri g\u00f6rselle\u015ftirmenin en kritik k\u0131s\u0131mlar\u0131ndan biri, kullan\u0131c\u0131lar\u0131n\u0131zdan toplad\u0131\u011f\u0131n\u0131z verilere dayanarak bir diyagramdan trendler \u00e7\u0131karabilmektir. Bir veri setini g\u00f6rsel bir diyagramda g\u00f6rmek, s\u00fcre\u00e7lerinizi optimize etmek i\u00e7in e\u011filimleri, kal\u0131plar\u0131, ayk\u0131r\u0131 de\u011ferleri ve di\u011fer \u00f6nemli g\u00f6stergeleri bulmay\u0131 kolayla\u015ft\u0131r\u0131r. \u00c7evrimi\u00e7i beyaz tahtalar\u0131n<\/a> kullan\u0131m\u0131 harika bir se\u00e7enektir.<\/span><\/p>\n

Veri g\u00f6rselle\u015ftirme stratejileri<\/h2>\n

Veri g\u00f6rselle\u015ftirmenin bir\u00e7ok bi\u00e7imi vard\u0131r ve sonsuz say\u0131da veri setine uygulanabilir. Bununla birlikte, baz\u0131 ortak temalar vard\u0131r, bu nedenle burada veri g\u00f6rselle\u015ftirme i\u00e7in baz\u0131 yayg\u0131n kullan\u0131m durumlar\u0131n\u0131 ve bu diyagramlar\u0131n ald\u0131\u011f\u0131 baz\u0131 bi\u00e7imleri \u00f6zetleyece\u011fiz.<\/span><\/p>\n

M\u00fc\u015fteri Deneyimi (CX)<\/h3>\n

Verileri g\u00f6rselle\u015ftirmenin en iyi yollar\u0131ndan biri m\u00fc\u015fteri geri bildirimlerini bir araya getirmektir. CX, iyi bir \u00fcr\u00fcn yaratmak i\u00e7in son derece \u00f6nemlidir ve m\u00fc\u015fteriyi anlaman\u0131n birincil y\u00f6ntemi <\/span>m\u00fc\u015fteri\u0307 deneyi\u0307mi\u0307<\/span><\/a> onlar\u0131n geri bildirimleridir. Veri g\u00f6rselle\u015ftirme, insanlar\u0131n ne d\u00fc\u015f\u00fcnd\u00fc\u011f\u00fcn\u00fc (genel duygulara dayal\u0131 olarak) g\u00f6stermeye yard\u0131mc\u0131 olur ve genel \u00fcr\u00fcn e\u011filimlerini g\u00f6stermek i\u00e7in anketler yoluyla toplanan verileri g\u00f6r\u00fcnt\u00fclemenize olanak tan\u0131r.<\/span><\/p>\n

Bu, y\u00fczlerce m\u00fc\u015fteriden gelen do\u011frudan geri bildirimlere dayanarak do\u011fru \u00fcr\u00fcn de\u011fi\u015fiklikleri olu\u015fturabilece\u011finiz anlam\u0131na gelir. Bununla birlikte, ger\u00e7ek de\u011fi\u015fiklikler yapmak ancak en iyi hareket tarz\u0131n\u0131 belirlemek i\u00e7in b\u00fcy\u00fck miktarda geri bildirimi g\u00f6rselle\u015ftirdikten sonra m\u00fcmk\u00fcnd\u00fcr.<\/span><\/p>\n

Pazarlama Departmanlar\u0131<\/h3>\n

M\u00fc\u015fteri niyetini anlamak, herhangi bir pazarlama stratejisinin ana s\u00fctunlar\u0131ndan biridir. \u00c7evrimi\u00e7i kaynaklardan gelen trafik ve para artt\u0131k\u00e7a, pazarlama ekiplerinin \u00e7evrimi\u00e7i verilerinin nabz\u0131n\u0131 tutmas\u0131 her zamankinden daha \u00f6nemli hale geliyor. Veri g\u00f6rselle\u015ftirme, pazarlama ekiplerinin ideal optimizasyon stratejisi i\u00e7in toplanan verilerin her bir ayr\u0131nt\u0131s\u0131n\u0131 analiz etmesine olanak tan\u0131r.<\/span><\/p>\n

Finans<\/h3>\n

Finans, veri g\u00f6rselle\u015ftirmeyi \u00e7ok uzun s\u00fcredir ve iyi bir \u015fekilde kullanan bir aland\u0131r. Bunun en belirgin \u00f6rne\u011fi borsada ya\u015fanmaktad\u0131r. Belirli bir s\u00fcre boyunca fiyat hareketini temsil etti\u011fini g\u00f6rd\u00fc\u011f\u00fcm\u00fcz \u00e7izgi grafikler, her g\u00fcn al\u0131m ve sat\u0131m opsiyonlar\u0131n\u0131n say\u0131s\u0131 ve bunlar\u0131n bir hisse senedinin fiyat\u0131n\u0131 nas\u0131l etkiledi\u011fine ili\u015fkin toplanan ve g\u00f6r\u00fcnt\u00fclenen verilerin bir toplam\u0131d\u0131r. <\/span><\/p>\n

\u00c7ok say\u0131da uygulama sayesinde finans, veri g\u00f6rselle\u015ftirmeden olduk\u00e7a faydalanan bir aland\u0131r. <\/span>Art\u0131k veri g\u00f6rselle\u015ftirmeden en \u00e7ok hangi alanlar\u0131n faydalanabilece\u011fine dair bir ilk fikrimiz oldu\u011funa g\u00f6re, bu s\u00fcre\u00e7te kullan\u0131lan en pop\u00fcler diyagramlardan baz\u0131lar\u0131n\u0131 ele alal\u0131m.<\/span><\/p>\n

\u00c7ubuk Grafik<\/h3>\n

\u00c7ubuk grafik, veri g\u00f6rselle\u015ftirmenin en yayg\u0131n bi\u00e7imlerinden biridir ve (geleneksel olarak) sabit bir x de\u011feri ile de\u011fi\u015fken bir y de\u011ferini kar\u015f\u0131la\u015ft\u0131rmak i\u00e7in kullan\u0131l\u0131r. Bu grafik, farkl\u0131 de\u011fi\u015fkenlerin birbirleriyle kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda aralar\u0131ndaki fark\u0131 g\u00f6stermek i\u00e7in ba\u015fka \u00e7ubuklarla da istiflenebilir.<\/span><\/p>\n

\u00c7izgi Grafikler<\/h3>\n

\u00c7izgi grafikler e\u011filimleri g\u00f6stermede en iyisidir ve genellikle bir de\u011fi\u015fkeni zamana kar\u015f\u0131 kar\u015f\u0131la\u015ft\u0131r\u0131r. Bu grafik \u00e7ubuk grafikle de istiflenebilir ve zaman i\u00e7indeki de\u011fi\u015fiklikleri veya kar\u015f\u0131la\u015ft\u0131rmal\u0131 modelleri g\u00f6stermede iyidir.<\/span><\/p>\n

Pasta Grafikler<\/h3>\n

Pasta grafik, insanlar\u0131n yapt\u0131\u011f\u0131 belirli bir se\u00e7im oldu\u011funda \u00f6\u011feler aras\u0131ndaki fark\u0131 g\u00f6stermede iyidir. \u00d6rne\u011fin, bir se\u00e7enek sunuldu\u011funda kahvalt\u0131da m\u0131s\u0131r gevre\u011fi veya meyve se\u00e7en ki\u015fi say\u0131s\u0131na dayal\u0131 bir pasta grafik olu\u015fturabilirsiniz. Bu, m\u00fc\u015fteri geri bildirimlerini entegre ederken, \u00f6zellikle de aralar\u0131ndan se\u00e7im yapabilece\u011finiz birden fazla \u00f6zel se\u00e7ene\u011fe sahip anketlerde kullanmak i\u00e7in m\u00fckemmel bir diyagramd\u0131r.<\/span><\/p>\n

Da\u011f\u0131l\u0131m Grafi\u011fi<\/h3>\n

Da\u011f\u0131l\u0131m grafi\u011fi, ayk\u0131r\u0131 de\u011ferleri ve toplu rakamlardan ziyade bireysel veri noktalar\u0131n\u0131 belirlerken kullan\u0131lan en pop\u00fcler diyagramlardan biridir. Bu, belirli de\u011fi\u015fkenlerin kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda nas\u0131l s\u0131raland\u0131\u011f\u0131n\u0131 g\u00f6rmek i\u00e7in iki eksen \u00fczerinde bir grup nokta \u00e7izmenize olanak tan\u0131r.<\/span><\/p>\n

Veri g\u00f6rselle\u015ftirmenin faydalar\u0131<\/h2>\n

\u0130\u015fletmelerin bunu bir\u00e7ok farkl\u0131 alanda kullanabilmesi mant\u0131kl\u0131d\u0131r. Aksi takdirde anla\u015f\u0131lmas\u0131 g\u00fcnler s\u00fcrecek b\u00fcy\u00fck bir say\u0131 k\u00fcmesini daha iyi anlaman\u0131n en iyi yollar\u0131ndan biridir. \u0130\u015fte veri g\u00f6rselle\u015ftirme yapman\u0131n en b\u00fcy\u00fck faydalar\u0131ndan baz\u0131lar\u0131 ve bunun neden bu kadar \u00f6nemli oldu\u011fu.<\/span><\/p>\n

1. Eyleme Ge\u00e7irilebilir \u0130\u00e7g\u00f6r\u00fcler Olu\u015fturur<\/span><\/h3>\n

\u0130\u015f hedeflerinize ula\u015fmak i\u00e7in atman\u0131z gereken sonraki ad\u0131mlar hakk\u0131nda incelikli bir anlay\u0131\u015f geli\u015ftirmenizi sa\u011flar. \u0130ster m\u00fc\u015fteri geri bildirimlerine, ister \u00fcr\u00fcn kullan\u0131m\u0131na veya pazarlama veri analizi projelerine<\/a> bak\u0131n. Her diyagram, i\u015fletmenizin verimlili\u011fi hakk\u0131nda sizi bilgilendiren bir hikaye anlatacakt\u0131r. Ayr\u0131ca, verilerinizin ne kadar verimli bir \u015fekilde sunuldu\u011fu sayesinde bu bulgular eskisinden \u00e7ok daha h\u0131zl\u0131 ger\u00e7ekle\u015febilir.<\/span><\/p>\n

2. \u0130nsanlar\u0131n Bilgileri H\u0131zl\u0131ca Sindirmesini Sa\u011flar<\/span><\/h3>\n

Birisine excel’de bir dizi rakam verseniz, bunlar\u0131n ne anlama geldi\u011fini ve ne yap\u0131lmas\u0131 gerekti\u011fini anlamas\u0131 saatler s\u00fcrer. Ancak onlara t\u00fcm bu say\u0131lar\u0131 g\u00f6rselle\u015ftiren bir diyagram sunarsan\u0131z, cevap \u00e7ok daha a\u00e7\u0131k olacakt\u0131r. \u0130nsanlar\u0131n bilgiyi son derece h\u0131zl\u0131 bir \u015fekilde sindirmesini ve \u00e7ok k\u0131sa bir s\u00fcre i\u00e7inde do\u011fru sonuca ula\u015fmas\u0131n\u0131 sa\u011flar. <\/span><\/p>\n

Beyin, metin yerine grafik olarak g\u00f6sterildi\u011finde bilgiyi \u00e7ok daha h\u0131zl\u0131 \u00f6z\u00fcmser. Bu nedenle, bilgiyi daha zaman\u0131nda sindirmek ve analiz etmek i\u00e7in beyninizin kimyas\u0131yla birlikte \u00e7al\u0131\u015fan uyumlu bir yap\u0131 olu\u015fturur.<\/span><\/p>\n

3. \u0130leti\u015fimi Kolayla\u015ft\u0131r\u0131r<\/span><\/h3>\n

Veri g\u00f6rselle\u015ftirme kullanman\u0131n bir di\u011fer faydas\u0131 da veri setlerinin ileti\u015fimini \u00e7ok daha kolay hale getirmesi ve birden fazla ki\u015finin ayn\u0131 bilgiyi analiz etmesine olanak sa\u011flamas\u0131d\u0131r. Bir veri bilimcinin bir dizi bilgiyi par\u00e7alara ay\u0131rmas\u0131n\u0131 gerektirmek yerine, grafikleri ve diyagramlar\u0131 \u00f6nemli i\u00e7g\u00f6r\u00fclere sahip olabilecek ki\u015filerle kolayca payla\u015fabilirsiniz. <\/span><\/p>\n

Bu, herkesin bilgiyi anlamas\u0131n\u0131 ve daha bilin\u00e7li bir g\u00f6r\u00fc\u015f\u00fc h\u0131zl\u0131 bir \u015fekilde sunmas\u0131n\u0131 sa\u011flar ve ayr\u0131ca baz\u0131 verileri i\u00e7eren bir izleyici kitlesi veya sunumda insanlar\u0131n ilgisini art\u0131r\u0131r.<\/span><\/p>\n

4. Net Kal\u0131plar\u0131 Vurguluyor<\/span><\/h3>\n

Daha \u00f6nce de belirtildi\u011fi gibi, veri g\u00f6rselle\u015ftirme olmadan veri setlerini incelemek ve neler olup bitti\u011fini anlamak zor olacakt\u0131r. Veri setlerini anlamay\u0131 kolayla\u015ft\u0131r\u0131r ve net desenler, e\u011filim \u00e7izgileri ve ayk\u0131r\u0131 de\u011ferleri \u00e7ok daha kolay \u00e7izmenizi sa\u011flar. <\/span><\/p>\n

Olaylar grafiksel olarak sunuldu\u011funda, tek tek fark edilmesi zor olan makro d\u00fczeydeki e\u011filimleri analiz etmek ve bu kal\u0131plar\u0131n nedenlerini ortaya \u00e7\u0131karmak \u00e7ok daha kolayd\u0131r. \u0130\u015fte bu noktada g\u00f6rselle\u015ftirme, analitik ve veri setlerinin belirli sonu\u00e7lar\u0131n\u0131 anlama konusunda b\u00fcy\u00fck \u00f6l\u00e7\u00fcde yard\u0131mc\u0131 olur.<\/span><\/p>\n

5. \u0130novasyonu Katalize Eder<\/span><\/h3>\n

Kal\u0131plar\u0131 ortaya \u00e7\u0131karmak i\u00e7in veri g\u00f6rselle\u015ftirmeyi kullanmak, yenilik yapman\u0131n en iyi yollar\u0131ndan biridir. Veriye dayal\u0131 inovasyon, gelecekteki de\u011fi\u015fikliklerle g\u00fcvenilirlik sa\u011flar ve genellikle ba\u015fka t\u00fcrl\u00fc g\u00f6r\u00fclemeyen e\u011filimleri yans\u0131t\u0131r. \u0130nsanlar\u0131n verilerin derinliklerine inerek ba\u015fka bir senaryoda g\u00f6z ard\u0131 edilebilecek \u015feyleri tespit etmelerini sa\u011flar. <\/span><\/p>\n

Daha fazla ayr\u0131nt\u0131 g\u00f6rme ve yenilik\u00e7i ilerleme yaratma yetene\u011fi, veri g\u00f6rselle\u015ftirmenin en b\u00fcy\u00fck faydalar\u0131ndan biridir.<\/span><\/p>\n

Veri g\u00f6rselle\u015ftirme \u00fczerine sonu\u00e7<\/h2>\n

\u0130nsanlar g\u00f6rsel olarak \u00f6\u011frenirler ve bu durum verileri nas\u0131l anlad\u0131klar\u0131 i\u00e7in de ge\u00e7erlidir. Veri g\u00f6rselle\u015ftirme, karma\u015f\u0131k veri setlerinin anla\u015f\u0131lmas\u0131na ve iletilmesine yard\u0131mc\u0131 olmak i\u00e7in inan\u0131lmaz derecede \u00f6nemli bir ara\u00e7t\u0131r ve \u00f6n\u00fcm\u00fczdeki y\u0131llarda da hayati \u00f6nem ta\u015f\u0131yacakt\u0131r.<\/span><\/p>\n

QuestionPro veri g\u00f6rselle\u015ftirme arac\u0131, \u00e7evrimd\u0131\u015f\u0131 mobil anketlerden toplanan verilerin an\u0131nda g\u00f6r\u00fcnt\u00fclenmesini sa\u011flar. Ara\u015ft\u0131rmac\u0131lar, QuestionPro \u00e7evrimd\u0131\u015f\u0131 anket uygulamas\u0131ndan gelen verileri sorunsuz bir \u015fekilde senkronize etmek ve verileri analiz edip sunmak i\u00e7in etkile\u015fimli grafikler kullanmak i\u00e7in kullan\u0131rlar. \u00c7evrimd\u0131\u015f\u0131 anketlerinize her zaman, her yerde eri\u015fmek, bunlar\u0131 sunmak ve raporlamak i\u00e7in m\u00fckemmel bir veri panosu sa\u011flar.<\/em><\/p>\n

Art\u0131k m\u00fc\u015fteri geri bildirimi toplamak, pazar ara\u015ft\u0131rmas\u0131 yapmak, \u00e7evrimd\u0131\u015f\u0131 potansiyel m\u00fc\u015fterileri yakalamak ve verileri g\u00f6rsel olarak \u00e7ekici bir \u015fekilde sunmak QuestionPro kullanarak bir anket tasarlamak kadar kolay.<\/em><\/p>\n

DAHA FAZLA BI\u0307LGI\u0307 EDI\u0307NI\u0307N<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Son birka\u00e7 on y\u0131ldaki en \u00f6nemli geli\u015fmelerden biri, \u015firketlerin verilerini toplama, saklama ve analiz etme bi\u00e7imleri olmu\u015ftur. Verilerdeki muazzam art\u0131\u015fla […]<\/p>\n","protected":false},"author":49,"featured_media":713437,"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":[],"class_list":{"0":"post-798359","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-arastirma-araclari-ve-uygulamalari","8":"entry"},"yoast_head":"\nVeri G\u00f6rselle\u015ftirme: Nedir + Stratejiler | QuestionPro<\/title>\n<meta name=\"description\" content=\"Veri g\u00f6rselle\u015ftirme, b\u00fcy\u00fck miktarda ham verinin al\u0131narak grafik, \u00e7izelge, g\u00f6r\u00fcnt\u00fc veya analitik bir yap\u0131ya d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesidir.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Veri G\u00f6rselle\u015ftirme: Nedir + Stratejiler | QuestionPro\" \/>\n<meta property=\"og:description\" content=\"Veri g\u00f6rselle\u015ftirme, b\u00fcy\u00fck miktarda ham verinin al\u0131narak grafik, \u00e7izelge, g\u00f6r\u00fcnt\u00fc veya analitik bir yap\u0131ya d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesidir.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/\" \/>\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=\"2022-06-21T11:55:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/qa-release.questionpro.com\/blog\/wp-content\/uploads\/2022\/06\/data-visualization.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=\"8 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/\"},\"author\":{\"name\":\"Fabyio Villegas\",\"@id\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/#\/schema\/person\/4f0c1596eb1a64b215717f16e263068d\"},\"headline\":\"Veri G\u00f6rselle\u015ftirme: Nedir + Stratejiler\",\"datePublished\":\"2022-06-21T11:55:32+00:00\",\"dateModified\":\"2022-06-21T11:55:32+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/\"},\"wordCount\":1600,\"publisher\":{\"@id\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/#organization\"},\"articleSection\":[\"Ara\u015ft\u0131rma Ara\u00e7lar\u0131 ve Uygulamalar\u0131\"],\"inLanguage\":\"tr\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/\",\"url\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/\",\"name\":\"Veri G\u00f6rselle\u015ftirme: Nedir + Stratejiler | QuestionPro\",\"isPartOf\":{\"@id\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/#website\"},\"datePublished\":\"2022-06-21T11:55:32+00:00\",\"dateModified\":\"2022-06-21T11:55:32+00:00\",\"description\":\"Veri g\u00f6rselle\u015ftirme, b\u00fcy\u00fck miktarda ham verinin al\u0131narak grafik, \u00e7izelge, g\u00f6r\u00fcnt\u00fc veya analitik bir yap\u0131ya d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesidir.\",\"breadcrumb\":{\"@id\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Ara\u015ft\u0131rma Ara\u00e7lar\u0131 ve Uygulamalar\u0131\",\"item\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/category\/arastirma-araclari-ve-uygulamalari\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Veri G\u00f6rselle\u015ftirme: Nedir + Stratejiler\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/#website\",\"url\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/\",\"name\":\"QuestionPro\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"tr\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/#organization\",\"name\":\"QuestionPro\",\"url\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/qa-release.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg\",\"contentUrl\":\"https:\/\/qa-release.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg\",\"caption\":\"QuestionPro\"},\"image\":{\"@id\":\"https:\/\/qa-release.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:\/\/qa-release.questionpro.com\/blog\/tr\/#\/schema\/person\/4f0c1596eb1a64b215717f16e263068d\",\"name\":\"Fabyio Villegas\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/qa-release.questionpro.com\/blog\/tr\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/4cdc4139b9721dc72ed5df3b8f3188abc46607c31045f3f213bf516d29456e96?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/4cdc4139b9721dc72ed5df3b8f3188abc46607c31045f3f213bf516d29456e96?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:\/\/qa-release.questionpro.com\/blog\/tr\/author\/fabiola\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Veri G\u00f6rselle\u015ftirme: Nedir + Stratejiler | QuestionPro","description":"Veri g\u00f6rselle\u015ftirme, b\u00fcy\u00fck miktarda ham verinin al\u0131narak grafik, \u00e7izelge, g\u00f6r\u00fcnt\u00fc veya analitik bir yap\u0131ya d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesidir.","robots":{"index":"noindex","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"og_locale":"tr_TR","og_type":"article","og_title":"Veri G\u00f6rselle\u015ftirme: Nedir + Stratejiler | QuestionPro","og_description":"Veri g\u00f6rselle\u015ftirme, b\u00fcy\u00fck miktarda ham verinin al\u0131narak grafik, \u00e7izelge, g\u00f6r\u00fcnt\u00fc veya analitik bir yap\u0131ya d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesidir.","og_url":"https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/","og_site_name":"QuestionPro","article_publisher":"https:\/\/www.facebook.com\/questionpro","article_published_time":"2022-06-21T11:55:32+00:00","og_image":[{"width":992,"height":594,"url":"https:\/\/qa-release.questionpro.com\/blog\/wp-content\/uploads\/2022\/06\/data-visualization.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":"8 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/#article","isPartOf":{"@id":"https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/"},"author":{"name":"Fabyio Villegas","@id":"https:\/\/qa-release.questionpro.com\/blog\/tr\/#\/schema\/person\/4f0c1596eb1a64b215717f16e263068d"},"headline":"Veri G\u00f6rselle\u015ftirme: Nedir + Stratejiler","datePublished":"2022-06-21T11:55:32+00:00","dateModified":"2022-06-21T11:55:32+00:00","mainEntityOfPage":{"@id":"https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/"},"wordCount":1600,"publisher":{"@id":"https:\/\/qa-release.questionpro.com\/blog\/tr\/#organization"},"articleSection":["Ara\u015ft\u0131rma Ara\u00e7lar\u0131 ve Uygulamalar\u0131"],"inLanguage":"tr"},{"@type":"WebPage","@id":"https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/","url":"https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/","name":"Veri G\u00f6rselle\u015ftirme: Nedir + Stratejiler | QuestionPro","isPartOf":{"@id":"https:\/\/qa-release.questionpro.com\/blog\/tr\/#website"},"datePublished":"2022-06-21T11:55:32+00:00","dateModified":"2022-06-21T11:55:32+00:00","description":"Veri g\u00f6rselle\u015ftirme, b\u00fcy\u00fck miktarda ham verinin al\u0131narak grafik, \u00e7izelge, g\u00f6r\u00fcnt\u00fc veya analitik bir yap\u0131ya d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesidir.","breadcrumb":{"@id":"https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/qa-release.questionpro.com\/blog\/tr\/veri-gorsellestirme-nedir-stratejiler\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Ev","item":"https:\/\/qa-release.questionpro.com\/blog\/tr\/"},{"@type":"ListItem","position":2,"name":"Ara\u015ft\u0131rma Ara\u00e7lar\u0131 ve Uygulamalar\u0131","item":"https:\/\/qa-release.questionpro.com\/blog\/tr\/category\/arastirma-araclari-ve-uygulamalari\/"},{"@type":"ListItem","position":3,"name":"Veri G\u00f6rselle\u015ftirme: Nedir + Stratejiler"}]},{"@type":"WebSite","@id":"https:\/\/qa-release.questionpro.com\/blog\/tr\/#website","url":"https:\/\/qa-release.questionpro.com\/blog\/tr\/","name":"QuestionPro","description":"","publisher":{"@id":"https:\/\/qa-release.questionpro.com\/blog\/tr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/qa-release.questionpro.com\/blog\/tr\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"tr"},{"@type":"Organization","@id":"https:\/\/qa-release.questionpro.com\/blog\/tr\/#organization","name":"QuestionPro","url":"https:\/\/qa-release.questionpro.com\/blog\/tr\/","logo":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/qa-release.questionpro.com\/blog\/tr\/#\/schema\/logo\/image\/","url":"https:\/\/qa-release.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg","contentUrl":"https:\/\/qa-release.questionpro.com\/blog\/wp-content\/uploads\/2022\/10\/questionpro-logo.svg","caption":"QuestionPro"},"image":{"@id":"https:\/\/qa-release.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:\/\/qa-release.questionpro.com\/blog\/tr\/#\/schema\/person\/4f0c1596eb1a64b215717f16e263068d","name":"Fabyio Villegas","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/qa-release.questionpro.com\/blog\/tr\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/4cdc4139b9721dc72ed5df3b8f3188abc46607c31045f3f213bf516d29456e96?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/4cdc4139b9721dc72ed5df3b8f3188abc46607c31045f3f213bf516d29456e96?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:\/\/qa-release.questionpro.com\/blog\/tr\/author\/fabiola\/"}]}},"featured_image_src":"https:\/\/qa-release.questionpro.com\/blog\/wp-content\/uploads\/2022\/06\/data-visualization.jpg","featured_image_src_square":"https:\/\/qa-release.questionpro.com\/blog\/wp-content\/uploads\/2022\/06\/data-visualization.jpg","author_info":{"display_name":"Fabyio Villegas","author_link":"https:\/\/qa-release.questionpro.com\/blog\/tr\/author\/fabiola\/"},"_links":{"self":[{"href":"https:\/\/qa-release.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/posts\/798359","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/qa-release.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/qa-release.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/qa-release.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/users\/49"}],"replies":[{"embeddable":true,"href":"https:\/\/qa-release.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/comments?post=798359"}],"version-history":[{"count":0,"href":"https:\/\/qa-release.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/posts\/798359\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/qa-release.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/media\/713437"}],"wp:attachment":[{"href":"https:\/\/qa-release.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/media?parent=798359"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/qa-release.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/categories?post=798359"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/qa-release.questionpro.com\/blog\/tr\/wp-json\/wp\/v2\/tags?post=798359"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}