{"id":730281,"date":"2021-04-16T09:54:24","date_gmt":"2021-04-16T16:54:24","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/veri-analizi-nedir-orneklerle-ucretsiz-kilavuz\/"},"modified":"2021-04-16T09:54:24","modified_gmt":"2021-04-16T09:54:24","slug":"veri-analizi-nedir-orneklerle-ucretsiz-kilavuz","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/tr\/veri-analizi-nedir-orneklerle-ucretsiz-kilavuz\/","title":{"rendered":"Veri Analizi: Nedir + \u00d6rneklerle \u00dccretsiz K\u0131lavuz"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Bug\u00fcne kadar s\u00fcre\u00e7lerin ve i\u015flemlerin \u00e7e\u015fitli noktalar\u0131nda veri toplad\u0131k ve bu veriler \u00e7al\u0131\u015fma \u015feklimizi daha iyi hale getirmek i\u00e7in b\u00fcy\u00fck bir potansiyele sahipti. Ancak bu veri analizi, yaln\u0131zca \u00fcr\u00fcn ve hizmetlerinizi geli\u015ftirmeye y\u00f6nelik i\u00e7g\u00f6r\u00fcler elde etmek i\u00e7in analiz edildi\u011finde i\u015fletmeye de\u011fer katabilir. Bu<\/span><span style=\"font-weight: 400;\">  de\u011fer noktalar\u0131n\u0131 belirlemek i\u00e7in bilgileri bilmenizi ve yorumlaman\u0131z\u0131 sa\u011flar. Ama<\/span>Basit bir ifadeyle veri analizi nedir?<\/p>\n<h2><span style=\"font-weight: 400;\">Veri analizi nedir?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Veri analizi, \u00e7e\u015fitli konularda karar vermek veya bilgiyi geni\u015fletmek i\u00e7in bilgiyi sonu\u00e7land\u0131rmak \u00fczere verileri inceleme bilimidir.  <\/span><span style=\"font-weight: 400;\">Verilerin i\u015flemlere tabi tutulmas\u0131ndan olu\u015fur. Bu s\u00fcre\u00e7, veri toplama belirli zorluklar\u0131 ortaya \u00e7\u0131karabilece\u011finden \u00f6nceden tan\u0131mlanamayan operasyonlar gibi hedeflerimize ula\u015fmam\u0131za yard\u0131mc\u0131 olacak kesin sonu\u00e7lar elde etmek i\u00e7in ger\u00e7ekle\u015fir.<\/span><\/p>\n<blockquote><p><span style=\"font-weight: 400;\"><em>&#8220;Bunlar\u0131n \u00e7o\u011fu  <\/em>[data analysis] <em> insanlar\u0131n daha ak\u0131ll\u0131 ve daha h\u0131zl\u0131 \u00e7al\u0131\u015fmas\u0131na yard\u0131mc\u0131 olacak \u00e7\u00fcnk\u00fc olan biten her \u015fey hakk\u0131nda veriye sahibiz&#8221;<\/em>. &#8211;<\/span><span style=\"font-weight: 400;\">Daniel Burrus, i\u015f dan\u0131\u015fman\u0131 ve i\u015f ve inovasyon konular\u0131nda konu\u015fmac\u0131.<\/span><\/p><\/blockquote>\n<h2><span style=\"font-weight: 400;\">Veri analizi Avantajlar\u0131<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u015eu anda bir\u00e7ok sekt\u00f6r, sonu\u00e7 \u00e7\u0131karmak ve uygulanacak eylemlere karar vermek i\u00e7in verileri kullanmaktad\u0131r. Bilimin de mevcut teorileri veya modelleri test etmek veya bir kenara atmak i\u00e7in veri analizini kulland\u0131\u011f\u0131n\u0131 belirtmek gerekir.<\/span><\/p>\n<p>Do\u011fru yap\u0131lan veri analizinin birden fazla avantaj\u0131 vard\u0131r. \u0130\u015fte baz\u0131 \u00f6rnekler:<\/p>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-128416\" src=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2021\/04\/data-analysis-advantages-1.jpg\" alt=\"veri\u0307 anali\u0307zi\u0307 avantajlari\" width=\"992\" height=\"693\"><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ger\u00e7eklerle desteklenen daha h\u0131zl\u0131 ve daha bilin\u00e7li i\u015f kararlar\u0131 al\u0131n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Eylem gerektiren performans sorunlar\u0131n\u0131 belirleyin.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">M\u00fc\u015fteri gereksinimlerini daha iyi anlayarak daha iyi i\u015f ili\u015fkileri kurun.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00d6nleyici tedbirlerin uygulanmas\u0131 i\u00e7in risklere ili\u015fkin fark\u0131ndal\u0131\u011f\u0131n art\u0131r\u0131lmas\u0131.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Verilerin farkl\u0131 boyutlar\u0131n\u0131 g\u00f6rselle\u015ftirin.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Rekabet avantaj\u0131 kazan\u0131n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u0130\u015fletmenin finansal performans\u0131n\u0131 daha iyi anlamak.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Maliyetleri azaltman\u0131n ve b\u00f6ylece k\u00e2r\u0131 art\u0131rman\u0131n yollar\u0131n\u0131 belirleyin.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Bu sorular farkl\u0131 veri analizi t\u00fcrlerine \u00f6rnektir. Bunlar\u0131 m\u00fc\u015fterilerinize y\u00f6nelik etkinlik sonras\u0131 anketlerinize dahil edebilirsiniz:<\/span><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.questionpro.com\/blog\/qualitative-research-methods\/\">Nitel ara\u015ft\u0131rma<\/a> analizi \u015fu konulara odaklan\u0131r<\/span><span style=\"font-weight: 400;\"> g\u00f6r\u00fc\u015fler, tutumlar ve inan\u00e7lar \u00fczerine.<\/span>\n<ul>\n<li><span style=\"font-weight: 400;\">Sorular \u015f\u00f6yle ba\u015flar:  <em>Neden? Nas\u0131l?  <\/em><\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\"><strong>Nitel veri analizi \u00f6rne\u011fi:<\/strong> Bir tart\u0131\u015fman\u0131n yap\u0131ld\u0131\u011f\u0131 paneller ve t\u00fcketicilerle mekan hakk\u0131nda neyi sevip neyi sevmedikleri hakk\u0131nda g\u00f6r\u00fc\u015fmeler yap\u0131lmas\u0131.<\/span><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.questionpro.com\/blog\/quantitative-research\/\">Nicel ara\u015ft\u0131rma<\/a> analizi \u015fu konulara odaklan\u0131r<\/span><span style=\"font-weight: 400;\"> \u00fczerinde<\/span><span style=\"font-weight: 400;\"> karma\u015f\u0131k veriler ve say\u0131labilecek bilgiler.<\/span>\n<ul>\n<li><span style=\"font-weight: 400;\">Veriler a\u015fa\u011f\u0131daki gibi sorular sorularak toplan\u0131r:  <em>Ka\u00e7 ki\u015fi? Kimi? Ne s\u0131kl\u0131kla? Nerede?<\/em><\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\"><strong>Nicel veri analizi \u00f6rne\u011fi:<\/strong> Sat\u0131\u015flar\u0131, e\u011filimleri, raporlar\u0131 veya alg\u0131lar\u0131 \u00f6l\u00e7meye odaklanan anketler.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Veri analizinin kullan\u0131m alanlar\u0131<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Bran\u015f\u0131 ne olursa olsun bir\u00e7ok sekt\u00f6rde kullan\u0131lmaktad\u0131r. Bize karar vermek veya bir hipotezin do\u011fru olup olmad\u0131\u011f\u0131n\u0131 teyit etmek i\u00e7in temel sa\u011flar.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Pazarlama:<\/strong> Temel olarak, ara\u015ft\u0131rmac\u0131lar t\u00fcketici davran\u0131\u015flar\u0131n\u0131 tahmin etmek i\u00e7in veri analizi yapar ve \u015firketlerin \u00fcr\u00fcn ve hizmetlerini buna g\u00f6re pazara yerle\u015ftirmelerine yard\u0131mc\u0131 olur. \u00d6rne\u011fin, sat\u0131\u015f verileri analizi, belirli bir demografik grupta \u00e7ok pop\u00fcler olmayan \u00fcr\u00fcn yelpazesini belirlemenize yard\u0131mc\u0131 olabilir. Hedef kitleyle daha iyi ba\u011flant\u0131 kurmak ve onlar\u0131n ihtiya\u00e7lar\u0131n\u0131 kar\u015f\u0131lamak i\u00e7in mevcut pazarlama kampanyan\u0131zda ince ayarlar yapman\u0131z konusunda size fikir verebilir.  <\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>\u0130nsan Kaynaklar\u0131:<\/strong> Kurulu\u015flar, \u00e7al\u0131\u015fanlar\u0131na harika bir deneyim sunmak ve m\u00fckemmel bir \u00e7al\u0131\u015fma ortam\u0131 sa\u011flamak i\u00e7in veri analizini kullanabilir. Ayr\u0131ca, beceri seti kurumsal hedeflerle e\u015fle\u015fen en iyi kaynaklar\u0131 bulmak i\u00e7in verileri kullanabilirler.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Akademisyenler:<\/strong> \u00dcniversiteler ve akademik kurumlar, \u00f6\u011frenci performans\u0131n\u0131 \u00f6l\u00e7mek i\u00e7in veri analizi yapabilir ve belirli davran\u0131\u015flar\u0131n e\u011fitimi nas\u0131l daha da iyile\u015ftirebilece\u011fine dair i\u00e7g\u00f6r\u00fcler toplayabilir.<\/span><\/li>\n<\/ul>\n<h2><span style=\"font-weight: 400;\">Analiz Teknikleri<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Ham veriyi anlamak i\u00e7in analiz etmek esast\u0131r. Toplanan bilginin t\u00fcr\u00fcne ba\u011fl\u0131 olarak \u00e7e\u015fitli tekniklere ba\u015fvurmam\u0131z gerekir, bu nedenle y\u00f6ntemi uygulamadan \u00f6nce tan\u0131mlamak \u00e7ok \u00f6nemlidir.<\/span><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">Nitel veri analizi: Ara\u015ft\u0131rmac\u0131lar, altta yatan duygulardan, beden dilinden ve ifadelerden <a href=\"https:\/\/www.questionpro.com\/blog\/qualitative-data\/\">nitel veriler<\/a> toplar. Temeli, s\u00f6zl\u00fc yan\u0131tlar\u0131n <a href=\"https:\/\/www.questionpro.com\/blog\/data-interpretation\/\">veri yorumlamas\u0131d\u0131r<\/a>. Bu bilgileri elde etmenin en yayg\u0131n yollar\u0131 a\u00e7\u0131k u\u00e7lu g\u00f6r\u00fc\u015fmeler, odak gruplar\u0131 ve ara\u015ft\u0131rmac\u0131lar\u0131n genellikle veri toplama a\u015famas\u0131 boyunca g\u00f6zlemlerdeki \u00f6r\u00fcnt\u00fcleri analiz etti\u011fi g\u00f6zlem gruplar\u0131d\u0131r.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Nicel veri analizi: <a href=\"https:\/\/www.questionpro.com\/blog\/quantitative-data\/\">Nicel veriler<\/a> say\u0131sal formda kendini g\u00f6sterir. Somut sonu\u00e7lara odaklan\u0131r.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Veri analizi, yaln\u0131zca ara\u015ft\u0131rmac\u0131n\u0131n mevcut bilgilerine dayanarak bir sonuca ula\u015fmaya odaklan\u0131r. Verilerinizi nas\u0131l toplad\u0131\u011f\u0131n\u0131z, onlar\u0131 nas\u0131l analiz etmeyi ve kullanmay\u0131 planlad\u0131\u011f\u0131n\u0131zla ili\u015fkili olmal\u0131d\u0131r. Ayr\u0131ca do\u011fru ve g\u00fcvenilir bilgi toplaman\u0131z gerekir.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bir\u00e7ok veri toplama tekni\u011fi vard\u0131r, ancak uzmanlar\u0131n en s\u0131k kulland\u0131\u011f\u0131 y\u00f6ntem \u00e7evrimi\u00e7i anketlerdir. Geleneksel veri toplama y\u00f6ntemlerine k\u0131yasla zaman ve para tasarrufu gibi \u00f6nemli avantajlar sunar. Bu  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">QuestionPro&#8217;da, profesyonel olarak daha iyi kararlar alman\u0131za yard\u0131mc\u0131 olacak do\u011fru bir veri analiz arac\u0131m\u0131z var.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Ad\u0131m Ad\u0131m Veri Analizi K\u0131lavuzu<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Veri analizi s\u00fcrecinizdeki bu be\u015f ad\u0131mla, iyi toplanm\u0131\u015f ve analiz edilmi\u015f veriler se\u00e7imlerinizi destekleyece\u011fi i\u00e7in i\u015fletmeniz i\u00e7in daha iyi kararlar alacaks\u0131n\u0131z.<\/span><\/p>\n<p><img decoding=\"async\" class=\"alignnone size-full wp-image-128409\" src=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2021\/04\/steps-to-data-analysis-1.jpg\" alt=\"veri analizine y\u00f6nelik ad\u0131mlar\" width=\"992\" height=\"829\"><\/p>\n<h3><strong>Ad\u0131m 1: Sorular\u0131n\u0131z\u0131 tan\u0131mlay\u0131n<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Do\u011fru sorular\u0131 se\u00e7erek i\u015fe ba\u015flay\u0131n. Sorular \u00f6l\u00e7\u00fclebilir, a\u00e7\u0131k ve \u00f6z olmal\u0131d\u0131r. Sorular\u0131n\u0131z\u0131, spesifik sorununuza y\u00f6nelik olas\u0131 \u00e7\u00f6z\u00fcmleri nitelendirecek veya diskalifiye edecek \u015fekilde tasarlay\u0131n.<\/span><\/p>\n<h3><strong>Ad\u0131m 2: \u00d6l\u00e7\u00fcm \u00f6nceliklerini belirleyin<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Bu ad\u0131m iki alt ad\u0131ma ayr\u0131l\u0131r:<\/span><\/p>\n<ol>\n<li><span style=\"font-weight: 400;\"><strong>Neyi \u00f6l\u00e7ece\u011finize karar verin:<\/strong> Ne t\u00fcr verilere ihtiyac\u0131n\u0131z oldu\u011funu analiz edin.<\/span><\/li>\n<li><span style=\"font-weight: 400;\"><strong>Nas\u0131l \u00f6l\u00e7ece\u011finize karar verin:<\/strong> \u00d6zellikle veri toplama a\u015famas\u0131ndan \u00f6nce verilerinizi nas\u0131l \u00f6l\u00e7ece\u011finizi d\u00fc\u015f\u00fcnmek de bir o kadar \u00f6nemlidir, \u00e7\u00fcnk\u00fc \u00f6l\u00e7\u00fcm s\u00fcreciniz daha sonra <a href=\"https:\/\/www.questionpro.com\/blog\/thematic-analysis\/\">tematik analizinizi<\/a> destekler ya da ge\u00e7ersiz k\u0131lar.<\/span><\/li>\n<\/ol>\n<h3><strong>Ad\u0131m 3: Veri toplay\u0131n<\/strong><\/h3>\n<p>Soru net bir \u015fekilde tan\u0131mland\u0131ktan ve \u00f6l\u00e7\u00fcm \u00f6ncelikleriniz belirlendikten sonra, \u015fimdi s\u0131ra verilerinizi toplamaya geldi. Verilerinizi y\u00f6netirken ve d\u00fczenlerken, bu temel noktalar\u0131 akl\u0131n\u0131zda tutmay\u0131 unutmay\u0131n:<\/p>\n<ul>\n<li><span style=\"font-weight: 400;\">Yeni veri toplamadan \u00f6nce, mevcut veri tabanlar\u0131ndan veya kaynaklardan hangi bilgileri toplayabilece\u011finizi belirleyin.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">T\u00fcm ekip \u00fcyelerinin \u00f6nceden i\u015fbirli\u011fi yapmas\u0131na yard\u0131mc\u0131 olacak bir depolama ve dosya adland\u0131rma sistemi belirleyin. Bu s\u00fcre\u00e7 zaman kazand\u0131r\u0131r ve ekip \u00fcyelerinin ayn\u0131 bilgileri iki kez toplamas\u0131n\u0131 \u00f6nler.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Anket, g\u00f6zlem veya m\u00fclakat yoluyla veri toplaman\u0131z gerekiyorsa, tutarl\u0131l\u0131\u011f\u0131 sa\u011flamak ve zamandan tasarruf etmek i\u00e7in \u00f6nceden bir soru formu geli\u015ftirin.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">Toplanan verileri, toplama tarihlerinin bir g\u00fcnl\u00fc\u011f\u00fc ile d\u00fczenli tutun ve ilerledik\u00e7e kaynak notlar\u0131n\u0131 ekleyin.<\/span><\/li>\n<\/ul>\n<h3><strong>Ad\u0131m 4: Verileri analiz edin<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Ad\u0131m 1 sorunuzu yan\u0131tlamak i\u00e7in do\u011fru verileri toplad\u0131ktan sonra, daha derin bir <a href=\"https:\/\/www.questionpro.com\/blog\/statistical-analysis\/\">istatistiksel analiz<\/a> yapman\u0131n zaman\u0131 gelmi\u015ftir. \u0130li\u015fkileri bulun, e\u011filimleri belirleyin, verilerinizi de\u011fi\u015fkenlere g\u00f6re s\u0131ralay\u0131n ve filtreleyin. Verileri analiz ettik\u00e7e, tam olarak ihtiyac\u0131n\u0131z olan verileri bulacaks\u0131n\u0131z.<\/span><\/p>\n<h3><strong>Ad\u0131m 5: Sonu\u00e7lar\u0131 yorumlay\u0131n<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Verileri analiz ettikten ve muhtemelen daha fazla ara\u015ft\u0131rma yapt\u0131ktan sonra, nihayet sonu\u00e7lar\u0131 yorumlama zaman\u0131 gelmi\u015ftir. Kendinize \u015fu anahtar sorular\u0131 sorun:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Veriler as\u0131l sorunuza yan\u0131t veriyor mu? Nas\u0131l?<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Veriler herhangi bir itiraz\u0131 savunman\u0131za yard\u0131mc\u0131 oluyor mu? Nas\u0131l?<\/span><\/li>\n<li aria-level=\"1\">Sonu\u00e7larda herhangi bir s\u0131n\u0131rlama, dikkate almad\u0131\u011f\u0131n\u0131z herhangi bir a\u00e7\u0131 var m\u0131?<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Verilerin yorumlanmas\u0131 bu sorular ve de\u011ferlendirmeler alt\u0131nda ge\u00e7erliyse, verimli bir sonuca ula\u015fm\u0131\u015fs\u0131n\u0131z demektir. Geriye kalan tek ad\u0131m, nas\u0131l hareket edece\u011finize karar vermek i\u00e7in veri analizi s\u00fcrecinin sonu\u00e7lar\u0131n\u0131 kullanmakt\u0131r.<\/span><\/p>\n<p>En s\u0131k kullan\u0131lan soru t\u00fcrlerini ve bulgular\u0131n\u0131z\u0131 nas\u0131l etkili bir \u015fekilde analiz edebilece\u011finizi incelerken bize kat\u0131l\u0131n.<\/p>\n<p><iframe title=\"YouTube video oynat\u0131c\u0131\" src=\"https:\/\/www.youtube.com\/embed\/LYstwTezby4\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p><span style=\"font-weight: 400;\">Verileri do\u011fru \u015fekilde analiz ederek do\u011fru kararlar al\u0131n!<\/span><\/p>\n<p><span style=\"font-weight: 400;\">QuestionPro ile ger\u00e7ek zamanl\u0131 raporlar olu\u015fturabilir, <a href=\"https:\/\/www.questionpro.com\/survey-software\/\">anket yaz\u0131l\u0131m\u0131m\u0131z\u0131n<\/a> \u00fccretsiz deneme s\u00fcr\u00fcm\u00fcn\u00fc ba\u015flatabilir veya g\u00fc\u00e7l\u00fc arac\u0131m\u0131z\u0131n bir demosunu planlayabilirsiniz. Size yard\u0131m etmek i\u00e7in buraday\u0131z.<\/span><\/p>\n<p style=\"text-align: center;\"><a class=\"square-cta secondary-lined-cta\" href=\"https:\/\/questionpro.com\/a\/showEntry.do?sourceRef=blog\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>\u00dccretsiz Hesap Olu\u015fturun<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bug\u00fcne kadar s\u00fcre\u00e7lerin ve i\u015flemlerin \u00e7e\u015fitli noktalar\u0131nda veri toplad\u0131k ve bu veriler \u00e7al\u0131\u015fma \u015feklimizi daha iyi hale getirmek i\u00e7in b\u00fcy\u00fck [&hellip;]<\/p>\n","protected":false},"author":38,"featured_media":693467,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"categories":[1114],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Veri Analizi: Nedir + \u00d6rneklerle \u00dccretsiz K\u0131lavuz | QuestionPro<\/title>\n<meta name=\"description\" content=\"Veri analizi, sonu\u00e7lar \u00e7\u0131karmak ve kararlar almak i\u00e7in bir dizi veriyi inceler. 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