{"id":67042,"date":"2025-08-03T14:06:11","date_gmt":"2025-08-03T14:06:11","guid":{"rendered":"https:\/\/onlineexammaker.com\/kb\/?p=67042"},"modified":"2025-08-19T06:57:50","modified_gmt":"2025-08-19T06:57:50","slug":"15-data-visualization-quiz-questions-and-answers-tr","status":"publish","type":"post","link":"https:\/\/onlineexammaker.com\/kb\/tr\/15-data-visualization-quiz-questions-and-answers-tr\/","title":{"rendered":"15 Veri G\u00f6rselle\u015ftirme Test Sorular\u0131 ve Cevaplar\u0131"},"content":{"rendered":"<p>Veri g\u00f6rselle\u015ftirme, bilgi ve verilerin grafiksel bir temsilidir. Karma\u015f\u0131k veri k\u00fcmelerini sunmak i\u00e7in grafikler, grafikler ve haritalar gibi g\u00f6rsel \u00f6\u011felerin kullan\u0131lmas\u0131n\u0131 i\u00e7erir. Veri g\u00f6rselle\u015ftirme, veri analizi ve hikaye anlat\u0131m\u0131nda \u00f6nemli bir ara\u00e7t\u0131r, \u00e7\u00fcnk\u00fc bireylerin i\u00e7g\u00f6r\u00fc kazanmalar\u0131n\u0131, kal\u0131plar\u0131 tan\u0131mlamas\u0131n\u0131 ve verilere dayanarak bilin\u00e7li kararlar almas\u0131n\u0131 sa\u011flar.<\/p>\n<p>G\u00fcn\u00fcm\u00fcz\u00fcn veri odakl\u0131 d\u00fcnyas\u0131nda, b\u00fcy\u00fck miktarda bilgi ile su alt\u0131nda kal\u0131yoruz. \u00d6zellikle b\u00fcy\u00fck ve karma\u015f\u0131k veri k\u00fcmeleriyle u\u011fra\u015f\u0131rken bu verileri anlamak zor olabilir. Veri g\u00f6rselle\u015ftirme, ham verilerin g\u00f6rsel temsillere d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesine yard\u0131mc\u0131 olur, bu da veri analistlerinden karar vericilere kadar \u00e7ok \u00e7e\u015fitli kitleler i\u00e7in daha eri\u015filebilir ve anla\u015f\u0131labilir hale getirir.<\/p>\n<p>Veri g\u00f6rselle\u015ftirmenin birincil amac\u0131, verileri g\u00f6rsel olarak \u00e7ekici ve bilgilendirici bir \u015fekilde sunmakt\u0131r. Kullan\u0131c\u0131lar\u0131n, verilerde tabular veya metinsel formda sunuldu\u011funda belirgin olmayan e\u011filimleri, kal\u0131plar\u0131 ve ili\u015fkileri g\u00f6rmelerini sa\u011flar. \u00c7e\u015fitli g\u00f6rsel \u00f6\u011feleri kullanarak, veri g\u00f6rselle\u015ftirme, karma\u015f\u0131k verilerin h\u0131zl\u0131 ve sezgisel olarak anla\u015f\u0131lmas\u0131n\u0131 sa\u011flar, daha iyi karar verme ve ileti\u015fimi kolayla\u015ft\u0131r\u0131r.<\/p>\n<h3> Makale Anahatt\u0131 <\/h3>\n<ul class=\"article_list\">\n<li> <a href = \"#1\"> B\u00f6l\u00fcm 1: OnlineExamMaker AI Test Jenerat\u00f6r\u00fc &#8211; Zaman ve \u00e7abalardan tasarruf edin <\/a> <\/li>\n<li> <a href = \"#2\"> B\u00f6l\u00fcm 2: 15 Veri G\u00f6rselle\u015ftirme Test Sorular\u0131 ve Cevaplar\u0131 <\/a> <\/li>\n<li> <a href = \"#3\"> B\u00f6l\u00fcm 3: AI Soru Jenerat\u00f6r\u00fc &#8211; Bir sonraki de\u011ferlendirmeniz i\u00e7in otomatik olarak soru olu\u015fturun <\/a> <\/li>\n<\/ul>\n<p><img decoding=\"async\" src=\"https:\/\/onlineexammaker.com\/kb\/wp-content\/uploads\/2023\/08\/Data-Visualization.webp\" alt=\"\"\/><\/p>\n<h3 id = \"1\"> B\u00f6l\u00fcm 1: OnlineExamMaker AI Quiz Jenerator &#8211; Zaman ve \u00c7abalar Kaydet <\/h3>\n<p>Bir sonraki veri g\u00f6rselle\u015ftirme de\u011ferlendirmeniz i\u00e7in sorular\u0131 d\u00fczenlemek i\u00e7in hala \u00e7ok zaman m\u0131 ge\u00e7iriyorsunuz? OnlineExamMaker, kullan\u0131c\u0131lar\u0131n testler, testler ve de\u011ferlendirmeler olu\u015fturmalar\u0131na h\u0131zl\u0131 ve verimli bir \u015fekilde olu\u015fturmalar\u0131na yard\u0131mc\u0131 olmak i\u00e7in yapay zekadan yararlanan bir AI s\u0131nav\u0131 \u00fcreticisidir. OnlineExammer AI soru olu\u015fturucusuna bir konu veya belirli ayr\u0131nt\u0131lar girerek ba\u015flayabilirsiniz ve AI neredeyse an\u0131nda bir dizi soru olu\u015fturacakt\u0131r. Ayr\u0131ca, k\u0131sa veya ayr\u0131nt\u0131l\u0131 olabilen cevap a\u00e7\u0131klamalar\u0131n\u0131 ekleme ve \u00f6\u011frencilerin hatalar\u0131n\u0131 anlamalar\u0131na yard\u0131mc\u0131 olma se\u00e7ene\u011fi sunar.<\/p>\n<p><strong> Ne isteyebilece\u011finiz: <\/strong><br \/>\n\u25cf Otomatik derecelendirme ve anlay\u0131\u015fl\u0131 raporlar. Test al\u0131c\u0131lar\u0131 i\u00e7in ger\u00e7ek zamanl\u0131 sonu\u00e7lar ve etkile\u015fimli geri bildirim.<br \/>\n\u25cf S\u0131navlar, sonu\u00e7larla an\u0131nda otomatik olarak derecelendirilir, b\u00f6ylece \u00f6\u011fretmenler derecelendirmede zaman ve \u00e7aba tasarrufu sa\u011flar.<br \/>\n\u25cf \u00d6\u011frencilerin arama motorlar\u0131nda veya di\u011fer yaz\u0131l\u0131mlarda cevap aramas\u0131n\u0131 \u00f6nlemek i\u00e7in s\u0131navlar s\u0131ras\u0131nda taray\u0131c\u0131 etkinli\u011fini k\u0131s\u0131tlamak i\u00e7in taray\u0131c\u0131 kilitleyin.<br \/>\n\u25cf OnlineExamMaker API, geli\u015ftiricilerin s\u0131nav verilerinizi otomatik olarak sisteminize geri \u00e7\u0131karmalar\u0131 i\u00e7in \u00f6zel eri\u015fim sunar.<\/p>\n<div class=\"embed_video_blog\">\n<div class=\"embed-responsive embed-responsive-16by9\" style=\"margin-bottom:16px;\">\n <iframe class=\"embed-responsive-item\" src=\"https:\/\/www.youtube.com\/embed\/zlqho9igH2Y\"><\/iframe>\n<\/div>\n<\/div>\n<div class=\"getstarted-container\">\n<p style=\"margin-bottom: 13px;\">Yapay zekay\u0131 kullanarak otomatik olarak sorular olu\u015fturun<\/p>\n<div class=\"blog_double_btn clearfix\">\n<div class=\"col-sm-6  col-xs-12\">\n<div class=\"p-style-a\"><a class=\"get_started_btn\" href=\"https:\/\/onlineexammaker.com\/features\/ai-question-generator.html?refer=download_questions\" target=\"_blank\" rel=\"noopener\">AI Soru Olu\u015fturucu<\/a><\/div>\n<div class=\"p-style-b\">Her konu i\u00e7in sorular olu\u015fturun<\/div>\n<\/div>\n<div class=\"col-sm-6  col-xs-12\">\n<div class=\"p-style-a\"><a class=\"get_started_btn\" href=\"https:\/\/onlineexammaker.com\/sign-up.html?refer=blog_btn\"> Bir S\u0131nav Olu\u015ftur<\/a><\/div>\n<div class=\"p-style-b\">Sonsuza kadar %100 \u00fccretsiz<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3 id = \"2\"> B\u00f6l\u00fcm 2: 15 Veri G\u00f6rselle\u015ftirme Test Sorular\u0131 ve Cevaplar\u0131 <\/h3>\n<p><button id=\"copyquestionsBtn\" type=\"button\" onclick=\"myFunction()\">Sorular\u0131 Kopyala<\/button>\u00a0\u00a0or\u00a0\u00a0<button id=\"genquestionsBtn\" class=\"genbtnstyle\" type=\"button\" onclick=\"myFunction1()\">Kullanarak Sorular Olu\u015fturun AI<\/button><\/p>\n<div id=\"copy_questions\">\n<p>1. Soru: Veri g\u00f6rselle\u015ftirmede en temel ama\u00e7 nedir?<br \/>\n   A) Veriyi saklamak<br \/>\n   B) Veriyi analiz etmek<br \/>\n   C) Veriyi g\u00f6rsel olarak temsil etmek<br \/>\n   D) Veriyi silmek<br \/>\n   Do\u011fru Cevap: C<br \/>\n   A\u00e7\u0131klama: Veri g\u00f6rselle\u015ftirmenin temel amac\u0131, karma\u015f\u0131k verileri grafikler veya diyagramlar arac\u0131l\u0131\u011f\u0131yla daha anla\u015f\u0131l\u0131r hale getirmektir.  <\/p>\n<p>2. Soru: Bir \u00e7ubuk grafik (bar chart) hangi t\u00fcr verileri kar\u015f\u0131la\u015ft\u0131rmak i\u00e7in en uygunudur?<br \/>\n   A) Zaman i\u00e7indeki de\u011fi\u015fiklikler<br \/>\n   B) Kategorik veriler<br \/>\n   C) Co\u011frafi konumlar<br \/>\n   D) S\u00fcrekli de\u011fi\u015fkenler<br \/>\n   Do\u011fru Cevap: B<br \/>\n   A\u00e7\u0131klama: \u00c7ubuk grafikler, farkl\u0131 kategorilerin miktarlar\u0131n\u0131 kolayca kar\u015f\u0131la\u015ft\u0131rmak i\u00e7in kullan\u0131l\u0131r ve bu, verilerin g\u00f6rsel olarak net bir \u015fekilde sunulmas\u0131n\u0131 sa\u011flar.  <\/p>\n<p>3. Soru: \u00c7izgi grafik (line chart) genellikle hangi senaryoda tercih edilir?<br \/>\n   A) Kategorilerin kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131<br \/>\n   B) Zaman i\u00e7indeki e\u011filimlerin g\u00f6sterilmesi<br \/>\n   C) Par\u00e7alar\u0131n toplam i\u00e7indeki oranlar\u0131n\u0131n g\u00f6sterilmesi<br \/>\n   D) \u0130ki de\u011fi\u015fken aras\u0131ndaki ili\u015fkilerin da\u011f\u0131l\u0131m\u0131<br \/>\n   Do\u011fru Cevap: B<br \/>\n   A\u00e7\u0131klama: \u00c7izgi grafikler, veri noktalar\u0131n\u0131 bir \u00e7izgiyle ba\u011flayarak zaman serisi verilerindeki de\u011fi\u015fiklikleri ve e\u011filimleri etkili bir \u015fekilde g\u00f6sterir.  <\/p>\n<p>4. Soru: Pasta grafik (pie chart) ne t\u00fcr verileri temsil etmek i\u00e7in idealdir?<br \/>\n   A) S\u00fcrekli veriler<br \/>\n   B) Bir b\u00fct\u00fcn\u00fcn par\u00e7alar\u0131<br \/>\n   C) Zaman serileri<br \/>\n   D) Co\u011frafi veriler<br \/>\n   Do\u011fru Cevap: B<br \/>\n   A\u00e7\u0131klama: Pasta grafikler, bir toplam\u0131n y\u00fczdesel par\u00e7alar\u0131n\u0131 g\u00f6rsel olarak g\u00f6stermek i\u00e7in kullan\u0131l\u0131r ve oranlar\u0131 kolayca anlamay\u0131 sa\u011flar.  <\/p>\n<p>5. Soru: Scatter plot grafi\u011fi neyi ama\u00e7lar?<br \/>\n   A) Kategorilerin kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131<br \/>\n   B) \u0130ki de\u011fi\u015fken aras\u0131ndaki ili\u015fkiyi incelemek<br \/>\n   C) Zaman i\u00e7indeki de\u011fi\u015fiklikleri g\u00f6stermek<br \/>\n   D) Veri da\u011f\u0131l\u0131m\u0131n\u0131n yo\u011funlu\u011funu belirtmek<br \/>\n   Do\u011fru Cevap: B<br \/>\n   A\u00e7\u0131klama: Scatter plot, iki de\u011fi\u015fken aras\u0131ndaki korelasyonu veya ili\u015fkiyi nokta da\u011f\u0131l\u0131mlar\u0131yla g\u00f6stererek, desenleri veya e\u011filimleri belirlemeye yard\u0131mc\u0131 olur.  <\/p>\n<p>6. Soru: Histogram, hangi t\u00fcr verilerin da\u011f\u0131l\u0131m\u0131n\u0131 g\u00f6sterir?<br \/>\n   A) Kategorik veriler<br \/>\n   B) S\u00fcrekli say\u0131sal veriler<br \/>\n   C) Zaman serileri<br \/>\n   D) Co\u011frafi veriler<br \/>\n   Do\u011fru Cevap: B<br \/>\n   A\u00e7\u0131klama: Histogram, s\u00fcrekli verilerin frekans da\u011f\u0131l\u0131m\u0131n\u0131 \u00e7ubuklar arac\u0131l\u0131\u011f\u0131yla g\u00f6sterir ve veri setindeki yo\u011funluklar\u0131 analiz etmeyi kolayla\u015ft\u0131r\u0131r.  <\/p>\n<p>7. Soru: Heatmap grafi\u011fi ne i\u00e7in s\u0131kl\u0131kla kullan\u0131l\u0131r?<br \/>\n   A) Tek boyutlu verilerin g\u00f6sterimi<br \/>\n   B) Matris benzeri verilerin renklerle temsil edilmesi<br \/>\n   C) Zaman serilerinin kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131<br \/>\n   D) Kategorik kar\u015f\u0131la\u015ft\u0131rmalar<br \/>\n   Do\u011fru Cevap: B<br \/>\n   A\u00e7\u0131klama: Heatmap, renk gradyanlar\u0131 kullanarak \u00e7ok boyutlu verileri g\u00f6rselle\u015ftirir ve \u00f6rne\u011fin korelasyon matrislerini daha anla\u015f\u0131l\u0131r hale getirir.  <\/p>\n<p>8. Soru: Veri g\u00f6rselle\u015ftirmesinde renk se\u00e7iminin \u00f6nemi nedir?<br \/>\n   A) Sadece estetik ama\u00e7lar<br \/>\n   B) Verilerin do\u011fru yorumlanmas\u0131n\u0131 sa\u011flamak<br \/>\n   C) Veriyi saklamak<br \/>\n   D) Veriyi azaltmak<br \/>\n   Do\u011fru Cevap: B<br \/>\n   A\u00e7\u0131klama: Renkler, veri g\u00f6rselle\u015ftirmesinde farkl\u0131 kategorileri veya de\u011ferleri ay\u0131rt etmek i\u00e7in kullan\u0131l\u0131r ve yanl\u0131\u015f renk kullan\u0131m\u0131, yorum hatalar\u0131na yol a\u00e7abilir.  <\/p>\n<p>9. Soru: Veri g\u00f6rselle\u015ftirmesinde en \u00e7ok ka\u00e7\u0131n\u0131lan hata hangisidir?<br \/>\n   A) \u00c7ok fazla veri kullanmak<br \/>\n   B) Verileri \u00e7arp\u0131tmak<br \/>\n   C) Renkleri do\u011fru se\u00e7mek<br \/>\n   D) Grafikleri basit tutmak<br \/>\n   Do\u011fru Cevap: B<br \/>\n   A\u00e7\u0131klama: Verileri \u00e7arp\u0131tmak, eksenleri yanl\u0131\u015f \u00f6l\u00e7eklendirmek gibi hatalar, izleyicilerin yanl\u0131\u015f sonu\u00e7lar \u00e7\u0131karmas\u0131na neden olur ve g\u00fcvenilirli\u011fi azalt\u0131r.  <\/p>\n<p>10. Soru: Tableau gibi ara\u00e7lar, veri g\u00f6rselle\u015ftirmesinde ne sa\u011flar?<br \/>\n    A) Sadece veri depolama<br \/>\n    B) Etkile\u015fimli ve dinamik g\u00f6rselle\u015ftirmeler<br \/>\n    C) Veri analizi olmadan g\u00f6rselle\u015ftirme<br \/>\n    D) Basit metin tabanl\u0131 raporlar<br \/>\n    Do\u011fru Cevap: B<br \/>\n    A\u00e7\u0131klama: Tableau, kullan\u0131c\u0131lar\u0131n verileri etkile\u015fimli grafikler ve dashboard&#8217;lar ile g\u00f6rselle\u015ftirmesini sa\u011flar, bu da analizi h\u0131zland\u0131r\u0131r.  <\/p>\n<p>11. Soru: Veri g\u00f6rselle\u015ftirmede etkile\u015fimli grafiklerin avantaj\u0131 nedir?<br \/>\n    A) Daha az veri kullan\u0131m\u0131<br \/>\n    B) Kullan\u0131c\u0131lar\u0131n veriyi ke\u015ffetmesine izin vermek<br \/>\n    C) Sadece statik g\u00f6r\u00fcnt\u00fcleme<br \/>\n    D) Veriyi gizlemek<br \/>\n    Do\u011fru Cevap: B<br \/>\n    A\u00e7\u0131klama: Etkile\u015fimli grafikler, filtreleme veya zoom gibi \u00f6zelliklerle kullan\u0131c\u0131lar\u0131n veriyi kendi ihtiya\u00e7lar\u0131na g\u00f6re incelemelerini sa\u011flar.  <\/p>\n<p>12. Soru: Veri g\u00f6rselle\u015ftirmede do\u011fru grafik se\u00e7iminin ana kriteri nedir?<br \/>\n    A) Verinin miktar\u0131<br \/>\n    B) Verinin t\u00fcr\u00fc ve amac\u0131<br \/>\n    C) Kullan\u0131lan renkler<br \/>\n    D) Grafi\u011fin boyutu<br \/>\n    Do\u011fru Cevap: B<br \/>\n    A\u00e7\u0131klama: Grafik se\u00e7imi, verinin niteli\u011fine (\u00f6rne\u011fin, kategorik mi yoksa say\u0131sal m\u0131) ve iletilmek istenen mesaj\u0131n amac\u0131na g\u00f6re yap\u0131lmal\u0131d\u0131r.  <\/p>\n<p>13. Soru: Veri g\u00f6rselle\u015ftirmesinde veri temizli\u011finin rol\u00fc nedir?<br \/>\n    A) Veriyi art\u0131rmak<br \/>\n    B) Hatal\u0131 verileri d\u00fczeltmek ve do\u011frulu\u011fu sa\u011flamak<br \/>\n    C) Veriyi silmek<br \/>\n    D) Renk eklemek<br \/>\n    Do\u011fru Cevap: B<br \/>\n    A\u00e7\u0131klama: Veri temizli\u011fi, eksik veya tutars\u0131z verileri gidererek, g\u00f6rselle\u015ftirmenin g\u00fcvenilir ve do\u011fru sonu\u00e7lar vermesini sa\u011flar.  <\/p>\n<p>14. Soru: Veri g\u00f6rselle\u015ftirmenin ana faydalar\u0131ndan biri nedir?<br \/>\n    A) Veriyi karma\u015f\u0131kla\u015ft\u0131rmak<br \/>\n    B) Karar verme s\u00fcrecini h\u0131zland\u0131rmak<br \/>\n    C) Veriyi yok etmek<br \/>\n    D) Yaln\u0131zca e\u011flence ama\u00e7l\u0131 olmak<br \/>\n    Do\u011fru Cevap: B<br \/>\n    A\u00e7\u0131klama: Veri g\u00f6rselle\u015ftirmesi, verileri g\u00f6rsel hale getirerek, h\u0131zl\u0131 ve etkili kararlar al\u0131nmas\u0131n\u0131 ve i\u00e7g\u00f6r\u00fclerin ke\u015ffedilmesini sa\u011flar.  <\/p>\n<p>15. Soru: Bir veri setinde \u00e7ok fazla de\u011fi\u015fken varsa, hangi grafik t\u00fcr\u00fc \u00f6nerilir?<br \/>\n    A) Tek \u00e7ubuk grafik<br \/>\n    B) \u00c7oklu scatter plot veya heatmap<br \/>\n    C) Basit pasta grafik<br \/>\n    D) Zaman serisi \u00e7izgisi<br \/>\n    Do\u011fru Cevap: B<br \/>\n    A\u00e7\u0131klama: \u00c7ok de\u011fi\u015fkenli veriler i\u00e7in scatter plot veya heatmap gibi grafikler, ili\u015fkileri ve desenleri daha iyi temsil eder.<\/p>\n<\/div>\n<p><button id=\"copyquestionsBtn\" type=\"button\" onclick=\"myFunction()\">Sorular\u0131 Kopyala<\/button>\u00a0\u00a0or\u00a0\u00a0<button id=\"genquestionsBtn\" class=\"genbtnstyle\" type=\"button\" onclick=\"myFunction1()\">Kullanarak Sorular Olu\u015fturun AI<\/button><\/p>\n<h3 id = \"3\"> B\u00f6l\u00fcm 3: AI Soru Jenerat\u00f6r\u00fc &#8211; Bir sonraki de\u011ferlendirmeniz i\u00e7in otomatik olarak sorular olu\u015fturun <\/h3>\n<div class=\"embed_video_blog\">\n<div class=\"embed-responsive embed-responsive-16by9\" style=\"margin-bottom:16px;\">\n <iframe class=\"embed-responsive-item\" src=\"https:\/\/www.youtube.com\/embed\/zlqho9igH2Y\"><\/iframe>\n<\/div>\n<\/div>\n<div class=\"getstarted-container\">\n<p style=\"margin-bottom: 13px;\">Yapay zekay\u0131 kullanarak otomatik olarak sorular olu\u015fturun<\/p>\n<div class=\"blog_double_btn clearfix\">\n<div class=\"col-sm-6  col-xs-12\">\n<div class=\"p-style-a\"><a class=\"get_started_btn\" href=\"https:\/\/onlineexammaker.com\/features\/ai-question-generator.html?refer=download_questions\" target=\"_blank\" rel=\"noopener\">AI Soru Olu\u015fturucu<\/a><\/div>\n<div class=\"p-style-b\">Her konu i\u00e7in sorular olu\u015fturun<\/div>\n<\/div>\n<div class=\"col-sm-6  col-xs-12\">\n<div class=\"p-style-a\"><a class=\"get_started_btn\" href=\"https:\/\/onlineexammaker.com\/sign-up.html?refer=blog_btn\"> Bir S\u0131nav Olu\u015ftur<\/a><\/div>\n<div class=\"p-style-b\">Sonsuza kadar %100 \u00fccretsiz<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><script src=\"https:\/\/unpkg.com\/@popperjs\/core@2\"><\/script><br \/>\n<script src=\"https:\/\/unpkg.com\/tippy.js@6\"><\/script><\/p>\n<p><script type=\"text\/javascript\">\nfunction myFunction() {\nvar copyText = document.getElementById(\"copy_questions\");console.log(copyText.innerText);navigator.clipboard.writeText(copyText.innerText);\n}\nfunction myFunction1() {\n\u00a0  \u00a0 \u00a0 window.open(\"https:\/\/onlineexammaker.com\/features\/ai-question-generator.html\");\n\u00a0 }\nvar copy1, copy2;\n        tippy('#copyquestionsBtn', {\n        'content': \"Copy questions to clipboard\",\n       trigger: 'mouseenter',\n       'onCreate':function(instance){\n              copy1 = instance;\n       },\n       'onTrigger' : function(instance, event) {\n              copy2.hide();\n       }\n       });\n       tippy('#copyquestionsBtn', {\n       'content': \"Copied successfully\",\n       trigger: 'click',\n       'onCreate':function(instance){\n              copy2 = instance;\n       },\n       'onTrigger' : function(instance, event) {\n              copy1.hide();\n       }\n       });\ntippy('#genquestionsBtn', {\n        'content': \"Generate questions using AI for free\",\n         trigger: 'mouseenter'\n       });\n<\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Veri g\u00f6rselle\u015ftirme, bilgi ve verilerin grafiksel bir temsilidir. Karma\u015f\u0131k veri k\u00fcmelerini sunmak i\u00e7in grafikler, grafikler ve haritalar gibi g\u00f6rsel \u00f6\u011felerin kullan\u0131lmas\u0131n\u0131 i\u00e7erir. Veri g\u00f6rselle\u015ftirme, veri analizi ve hikaye anlat\u0131m\u0131nda \u00f6nemli bir ara\u00e7t\u0131r, \u00e7\u00fcnk\u00fc bireylerin i\u00e7g\u00f6r\u00fc kazanmalar\u0131n\u0131, kal\u0131plar\u0131 tan\u0131mlamas\u0131n\u0131 ve verilere dayanarak bilin\u00e7li kararlar almas\u0131n\u0131 sa\u011flar. G\u00fcn\u00fcm\u00fcz\u00fcn veri odakl\u0131 d\u00fcnyas\u0131nda, b\u00fcy\u00fck miktarda bilgi ile su alt\u0131nda [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":14317,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6039],"tags":[],"class_list":["post-67042","post","type-post","status-publish","format-standard","hentry","category-questions-answers-tr"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>15 Veri G\u00f6rselle\u015ftirme Test Sorular\u0131 ve Cevaplar\u0131 - OnlineExamMaker Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/onlineexammaker.com\/kb\/tr\/15-data-visualization-quiz-questions-and-answers-tr\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"15 Veri G\u00f6rselle\u015ftirme Test Sorular\u0131 ve Cevaplar\u0131 - OnlineExamMaker Blog\" \/>\n<meta property=\"og:description\" content=\"Veri g\u00f6rselle\u015ftirme, bilgi ve verilerin grafiksel bir temsilidir. Karma\u015f\u0131k veri k\u00fcmelerini sunmak i\u00e7in grafikler, grafikler ve haritalar gibi g\u00f6rsel \u00f6\u011felerin kullan\u0131lmas\u0131n\u0131 i\u00e7erir. Veri g\u00f6rselle\u015ftirme, veri analizi ve hikaye anlat\u0131m\u0131nda \u00f6nemli bir ara\u00e7t\u0131r, \u00e7\u00fcnk\u00fc bireylerin i\u00e7g\u00f6r\u00fc kazanmalar\u0131n\u0131, kal\u0131plar\u0131 tan\u0131mlamas\u0131n\u0131 ve verilere dayanarak bilin\u00e7li kararlar almas\u0131n\u0131 sa\u011flar. G\u00fcn\u00fcm\u00fcz\u00fcn veri odakl\u0131 d\u00fcnyas\u0131nda, b\u00fcy\u00fck miktarda bilgi ile su alt\u0131nda [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/onlineexammaker.com\/kb\/tr\/15-data-visualization-quiz-questions-and-answers-tr\/\" \/>\n<meta property=\"og:site_name\" content=\"OnlineExamMaker Blog\" \/>\n<meta property=\"article:published_time\" content=\"2025-08-03T14:06:11+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-19T06:57:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/onlineexammaker.com\/kb\/wp-content\/uploads\/2023\/08\/Data-Visualization.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"850\" \/>\n\t<meta property=\"og:image:height\" content=\"478\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Willson Black\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Willson Black\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/onlineexammaker.com\/kb\/tr\/15-data-visualization-quiz-questions-and-answers-tr\/\",\"url\":\"https:\/\/onlineexammaker.com\/kb\/tr\/15-data-visualization-quiz-questions-and-answers-tr\/\",\"name\":\"15 Veri G\u00f6rselle\u015ftirme Test Sorular\u0131 ve Cevaplar\u0131 - OnlineExamMaker Blog\",\"isPartOf\":{\"@id\":\"https:\/\/onlineexammaker.com\/kb\/#website\"},\"datePublished\":\"2025-08-03T14:06:11+00:00\",\"dateModified\":\"2025-08-19T06:57:50+00:00\",\"author\":{\"@id\":\"https:\/\/onlineexammaker.com\/kb\/#\/schema\/person\/395b2b5bfc990b8d494fc7b498db795b\"},\"breadcrumb\":{\"@id\":\"https:\/\/onlineexammaker.com\/kb\/tr\/15-data-visualization-quiz-questions-and-answers-tr\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/onlineexammaker.com\/kb\/tr\/15-data-visualization-quiz-questions-and-answers-tr\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/onlineexammaker.com\/kb\/tr\/15-data-visualization-quiz-questions-and-answers-tr\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/onlineexammaker.com\/kb\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"15 Veri G\u00f6rselle\u015ftirme Test Sorular\u0131 ve Cevaplar\u0131\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/onlineexammaker.com\/kb\/#website\",\"url\":\"https:\/\/onlineexammaker.com\/kb\/\",\"name\":\"OnlineExamMaker Blog\",\"description\":\"OnlineExamMaker\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/onlineexammaker.com\/kb\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/onlineexammaker.com\/kb\/#\/schema\/person\/395b2b5bfc990b8d494fc7b498db795b\",\"name\":\"Willson Black\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/onlineexammaker.com\/kb\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/cdcb7df856a2cdfc9affd6f71823f077?s=96&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/cdcb7df856a2cdfc9affd6f71823f077?s=96&r=g\",\"caption\":\"Willson Black\"},\"url\":\"https:\/\/onlineexammaker.com\/kb\/author\/willblog\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"15 Veri G\u00f6rselle\u015ftirme Test Sorular\u0131 ve Cevaplar\u0131 - OnlineExamMaker Blog","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:\/\/onlineexammaker.com\/kb\/tr\/15-data-visualization-quiz-questions-and-answers-tr\/","og_locale":"en_US","og_type":"article","og_title":"15 Veri G\u00f6rselle\u015ftirme Test Sorular\u0131 ve Cevaplar\u0131 - OnlineExamMaker Blog","og_description":"Veri g\u00f6rselle\u015ftirme, bilgi ve verilerin grafiksel bir temsilidir. 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