{"id":1006321,"date":"2024-04-18T14:00:00","date_gmt":"2024-04-18T21:00:00","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/veri-bilimciler-icin-10-nicel-veri-analizi-yazilimi\/"},"modified":"2025-02-12T04:46:33","modified_gmt":"2025-02-12T11:46:33","slug":"veri-bilimciler-icin-10-nicel-veri-analizi-yazilimi","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/tr\/veri-bilimciler-icin-10-nicel-veri-analizi-yazilimi\/","title":{"rendered":"Veri Bilimciler i\u00e7in 10 Nicel Veri Analizi Yaz\u0131l\u0131m\u0131"},"content":{"rendered":"\n<p>Verileri incelemeyi merak ediyor ama nereden ba\u015flayaca\u011f\u0131n\u0131zdan emin de\u011fil misiniz? Endi\u015felenmeyin; sizi teminat alt\u0131na ald\u0131k! Bir veri bilimci olarak, do\u011fru ara\u00e7lara sahip olman\u0131n d\u00fcnyadaki t\u00fcm fark\u0131 yaratabilece\u011fini biliyorsunuz. Nicel verilerin analizi s\u00f6z konusu oldu\u011funda, do\u011fru nicel veri analizi yaz\u0131l\u0131m\u0131na sahip olmak, i\u00e7g\u00f6r\u00fcleri daha h\u0131zl\u0131 ve daha verimli bir \u015fekilde elde etmenize yard\u0131mc\u0131 olabilir.     <\/p>\n\n<p>Nicel analiz, e\u011filimleri tespit etmekten ak\u0131ll\u0131 kararlar almaya kadar, verilerimizin i\u00e7inde sakl\u0131 olan s\u0131rlar\u0131 a\u00e7\u0131\u011fa \u00e7\u0131karmam\u0131za ve ba\u015far\u0131 i\u00e7in bir rota \u00e7izmemize yard\u0131mc\u0131 olur.<\/p>\n\n<p>Bu blog yaz\u0131s\u0131nda, size her veri bilimcinin bilmesi gereken 10 nicel veri analizi yaz\u0131l\u0131m\u0131n\u0131 tan\u0131taca\u011f\u0131z.<\/p>\n\n<h2 class=\"wp-block-heading\">Nicel Veri Analizi Nedir?<\/h2>\n\n<p>Nicel veri analizi, \u00f6r\u00fcnt\u00fcleri, e\u011filimleri, ili\u015fkileri ve i\u00e7g\u00f6r\u00fcleri ortaya \u00e7\u0131karmak i\u00e7in say\u0131sal verilerin sistematik olarak incelenmesi s\u00fcrecini ifade eder.  <\/p>\n\n<p>Metin veya resim gibi say\u0131sal olmayan verilerle ilgilenen nitel verilerin analizinden farkl\u0131 olarak nicel ara\u015ft\u0131rma, istatistiksel teknikler kullan\u0131larak nicelle\u015ftirilebilen, \u00f6l\u00e7\u00fclebilen ve analiz edilebilen verilere odaklan\u0131r.<\/p>\n\n<h2 class=\"wp-block-heading\">Kantitatif Veri Analiz Yaz\u0131l\u0131m\u0131 Nedir?<\/h2>\n\n<p>Nicel veri analizi yaz\u0131l\u0131m\u0131, ara\u015ft\u0131rmac\u0131lara, analistlere ve profesyonellere say\u0131sal verileri analiz etmede yard\u0131mc\u0131 olmak i\u00e7in tasarlanm\u0131\u015f \u00f6zel bilgisayar programlar\u0131n\u0131 veya ara\u00e7lar\u0131n\u0131 ifade eder.  <\/p>\n\n<p>Bu yaz\u0131l\u0131m uygulamalar\u0131, \u00f6l\u00e7\u00fclebilir miktarlar, say\u0131lar veya say\u0131sal de\u011ferlerden olu\u015fan nicel verileri i\u015flemek i\u00e7in \u00f6zel olarak tasarlanm\u0131\u015ft\u0131r. Kantitatif veri analizi yaz\u0131l\u0131m\u0131, say\u0131sal verileri etkin bir \u015fekilde y\u00f6netmek, analiz etmek, g\u00f6rselle\u015ftirmek ve yorumlamak i\u00e7in bir dizi \u00f6zellik ve i\u015flev sa\u011flar. <\/p>\n\n<p>Nicel veri analizi yaz\u0131l\u0131mlar\u0131nda yayg\u0131n olarak bulunan temel \u00f6zellikler \u015funlard\u0131r:<\/p>\n\n<ul>\n<li><strong>Veri \u0130\u00e7e Aktarma ve Y\u00f6netimi:<\/strong> Elektronik tablolar, veritabanlar\u0131, metin dosyalar\u0131 veya \u00e7evrimi\u00e7i havuzlar gibi \u00e7e\u015fitli kaynaklardan veri i\u00e7e aktarma yetene\u011fi.  <\/li>\n\n\n\n<li><strong>Tan\u0131mlay\u0131c\u0131 \u0130statistikler: <\/strong>Merkezi e\u011filim \u00f6l\u00e7\u00fcleri (\u00f6rne\u011fin, ortalama, medyan, mod) ve da\u011f\u0131l\u0131m \u00f6l\u00e7\u00fcleri (\u00f6rne\u011fin, standart sapma, varyans) gibi temel tan\u0131mlay\u0131c\u0131 istatistiklerin hesaplanmas\u0131na y\u00f6nelik ara\u00e7lar.<\/li>\n\n\n\n<li><strong>Veri G\u00f6rselle\u015ftirme:<\/strong> Grafikler, \u00e7izelgeler, histogramlar, da\u011f\u0131l\u0131m grafikleri veya \u0131s\u0131 haritalar\u0131 arac\u0131l\u0131\u011f\u0131yla verilerin g\u00f6rsel temsillerini olu\u015fturma i\u015flevselli\u011fi.  <\/li>\n\n\n\n<li><strong>\u0130statistiksel Analiz:<\/strong> \u0130li\u015fkileri ke\u015ffetmek, hipotezleri test etmek, tahminlerde bulunmak veya \u00f6rnek verilerden pop\u00fclasyon \u00f6zelliklerini \u00e7\u0131karmak i\u00e7in \u00e7ok \u00e7e\u015fitli istatistiksel testler ve analizler y\u00fcr\u00fctme deste\u011fi.<\/li>\n\n\n\n<li><strong>\u0130leri Analitik:<\/strong> K\u00fcme analizi, temel bile\u015fen analizi (PCA), zaman serisi analizi, hayatta kalma analizi ve yap\u0131sal denklem modellemesi (SEM) gibi daha karma\u015f\u0131k veri ke\u015ffi ve modellemesi i\u00e7in ileri analitik teknikler.<\/li>\n\n\n\n<li><strong>Otomasyon: <\/strong>Analiz i\u015f ak\u0131\u015flar\u0131n\u0131 otomatikle\u015ftirmeye, tekrarlayan g\u00f6revleri komut dosyas\u0131 haline getirmeye ve sonu\u00e7lar\u0131n tekrarlanabilirli\u011fini sa\u011flamaya y\u00f6nelik \u00f6zellikler.  <\/li>\n\n\n\n<li><strong>\u0130\u015fbirli\u011fi:<\/strong> Analiz sonu\u00e7lar\u0131n\u0131 payda\u015flara etkili bir \u015fekilde iletmek i\u00e7in \u00f6zelle\u015ftirilebilir raporlar, \u00f6zetler veya sunumlar olu\u015fturmaya y\u00f6nelik ara\u00e7lar.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">Nicel Veri Analizinin Faydalar\u0131<\/h2>\n\n<p>Nicel veri analizi, \u00e7e\u015fitli alanlarda ve disiplinlerde say\u0131s\u0131z fayda sa\u011flar. \u0130\u015fte temel avantajlardan baz\u0131lar\u0131: <\/p>\n\n<ul>\n<li><h3>Kendinden Emin Kararlar Vermek<\/h3><\/li>\n<\/ul>\n\n<p>Nicel veri analizi, karar verme s\u00fcrecini destekleyen sa\u011flam, kan\u0131ta dayal\u0131 i\u00e7g\u00f6r\u00fcler sa\u011flar. Sezgileriniz yerine verilere g\u00fcvenerek yanl\u0131\u015f kararlar alma riskini azaltabilirsiniz. Bu sadece se\u00e7imlerinize olan g\u00fcveni art\u0131rmakla kalmaz, ayn\u0131 zamanda payda\u015flar\u0131n ve ekip \u00fcyelerinin kat\u0131l\u0131m\u0131n\u0131 da te\u015fvik eder.  <\/p>\n\n<ul>\n<li><h3>Maliyet Azaltma<\/h3><\/li>\n<\/ul>\n\n<p>Nicel verilerin analiz edilmesi, maliyetlerin azalt\u0131labilece\u011fi veya optimize edilebilece\u011fi alanlar\u0131n belirlenmesine yard\u0131mc\u0131 olur. \u00d6rne\u011fin, belirli pazarlama kampanyalar\u0131 ortalaman\u0131n alt\u0131nda sonu\u00e7lar veriyorsa, kaynaklar\u0131n daha etkili kanallara yeniden tahsis edilmesi maliyet tasarrufu ve daha iyi yat\u0131r\u0131m getirisi sa\u011flayabilir. <\/p>\n\n<ul>\n<li><h3>Kullan\u0131c\u0131 Deneyimini Ki\u015fiselle\u015ftirme<\/h3><\/li>\n<\/ul>\n\n<p>Nicel analiz, m\u00fc\u015fteri yolculuklar\u0131n\u0131n haritaland\u0131r\u0131lmas\u0131na ve tercih ve davran\u0131\u015flar\u0131n belirlenmesine olanak tan\u0131r. \u0130\u015fletmeler bu kal\u0131plar\u0131 anlayarak tekliflerini, i\u00e7eriklerini ve ileti\u015fimlerini belirli kullan\u0131c\u0131 segmentlerine g\u00f6re uyarlayabilir, b\u00f6ylece kullan\u0131c\u0131 memnuniyeti ve ba\u011fl\u0131l\u0131\u011f\u0131 artar. <\/p>\n\n<ul>\n<li><h3>Kullan\u0131c\u0131 Memnuniyeti ve Memnuniyetinin Art\u0131r\u0131lmas\u0131<\/h3><\/li>\n<\/ul>\n\n<p>Nicel veri analizi, \u00fcr\u00fcn veya hizmetlerdeki ba\u015far\u0131 alanlar\u0131n\u0131 ve iyile\u015ftirme alanlar\u0131n\u0131 vurgular. \u00d6rne\u011fin, bir web sayfas\u0131 y\u00fcksek etkile\u015fim g\u00f6steriyor ancak d\u00fc\u015f\u00fck d\u00f6n\u00fc\u015f\u00fcm oranlar\u0131 g\u00f6steriyorsa, daha fazla ara\u015ft\u0131rma, kullan\u0131c\u0131n\u0131n sorunlu noktalar\u0131n\u0131 veya d\u00f6n\u00fc\u015f\u00fcm s\u00fcrecindeki s\u00fcrt\u00fcnmeyi ortaya \u00e7\u0131karabilir. Bu sorunlar\u0131n ele al\u0131nmas\u0131 kullan\u0131c\u0131 memnuniyetinin ve d\u00f6n\u00fc\u015f\u00fcm oranlar\u0131n\u0131n artmas\u0131n\u0131 sa\u011flayabilir.  <\/p>\n\n<h2 class=\"wp-block-heading\">En \u0130yi 10 Nicel Veri Analizi Yaz\u0131l\u0131m\u0131<\/h2>\n\n<p>Do\u011fru nicel veri analizi yaz\u0131l\u0131m\u0131n\u0131 se\u00e7mek, ara\u015ft\u0131rman\u0131z\u0131n veya analizinizin verimlili\u011fini ve do\u011frulu\u011funu \u00f6nemli \u00f6l\u00e7\u00fcde etkileyebilir. Burada, g\u00fcn\u00fcm\u00fczde mevcut olan en iyi 10 nicel veri analizi yaz\u0131l\u0131m\u0131 se\u00e7ene\u011fini inceliyoruz. <\/p>\n\n<h3 class=\"wp-block-heading\">1. SoruPro<\/h3>\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2100\" height=\"1254\" src=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2024\/05\/QuestionPro-Survey.jpg\" alt=\"QuestionPro Anketi\" class=\"wp-image-873276\"\/><\/figure>\n\n<p>G\u00fc\u00e7l\u00fc anket ve ara\u015ft\u0131rma yetenekleriyle tan\u0131nan QuestionPro, pazar ara\u015ft\u0131rmas\u0131, m\u00fc\u015fteri geri bildirimi ve akademik \u00e7al\u0131\u015fmalar i\u00e7in \u00f6zel olarak tasarlanm\u0131\u015f g\u00fc\u00e7l\u00fc veri analizi ara\u00e7lar\u0131 sunan \u00e7ok y\u00f6nl\u00fc bir platformdur. Geli\u015fmi\u015f anket mant\u0131\u011f\u0131, veri segmentasyonu ve \u00f6zelle\u015ftirilebilir raporlar gibi \u00f6zellikleriyle QuestionPro, kullan\u0131c\u0131lar\u0131n nicel verilerinden eyleme ge\u00e7irilebilir i\u00e7g\u00f6r\u00fcler elde etmelerini sa\u011flar. <\/p>\n\n<p><strong>QuestionPro&#8217;nun \u00d6zellikleri<\/strong><\/p>\n\n<ol>\n<li>\u00d6zelle\u015ftirilebilir Anketler<\/li>\n\n\n\n<li>Geli\u015fmi\u015f Soru T\u00fcrleri:<\/li>\n\n\n\n<li>Anket Mant\u0131\u011f\u0131 ve Dallanma<\/li>\n\n\n\n<li>Veri Segmentasyonu<\/li>\n\n\n\n<li>Ger\u00e7ek Zamanl\u0131 Raporlama<\/li>\n\n\n\n<li>Mobil Optimizasyon<\/li>\n\n\n\n<li>Entegrasyon Se\u00e7enekleri<\/li>\n\n\n\n<li>\u00c7oklu Dil Deste\u011fi<\/li>\n\n\n\n<li>Veri Aktar\u0131m\u0131<\/li>\n<\/ol>\n\n<p><strong>Art\u0131lar\u0131:<\/strong><\/p>\n\n<ul>\n<li>Kullan\u0131c\u0131 dostu aray\u00fcz.<\/li>\n\n\n\n<li>Kapsaml\u0131 soru t\u00fcrleri.<\/li>\n\n\n\n<li>Sorunsuz veri d\u0131\u015fa aktarma \u00f6zellikleri.<\/li>\n<\/ul>\n\n<p><strong>Eksiler:<\/strong><\/p>\n\n<ul>\n<li>S\u0131n\u0131rl\u0131 \u00fccretsiz s\u00fcr\u00fcm.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma<\/strong>:  <\/p>\n\n<p>Kullan\u0131c\u0131 ba\u015f\u0131na ayl\u0131k 99 ABD dolar\u0131ndan ba\u015flar.<\/p>\n\n<h3 class=\"wp-block-heading\">2. SPSS (Sosyal Bilimler i\u00e7in \u0130statistik Paketi)<\/h3>\n\n<p>SPSS, sosyal bilimlerde istatistiksel analiz i\u00e7in yayg\u0131n olarak kullan\u0131lan sayg\u0131de\u011fer bir yaz\u0131l\u0131m paketidir. Sezgisel aray\u00fcz\u00fc ve kapsaml\u0131 istatistiksel teknik yelpazesi, onu hipotez testi, regresyon analizi ve veri g\u00f6rselle\u015ftirme g\u00f6revleri i\u00e7in ara\u015ft\u0131rmac\u0131lar ve analistler aras\u0131nda favori yapmaktad\u0131r. <\/p>\n\n<p><strong>\u00d6zellikler:<\/strong><\/p>\n\n<ul>\n<li>Geli\u015fmi\u015f istatistiksel analiz yetenekleri.<\/li>\n\n\n\n<li>Veri y\u00f6netimi ve manip\u00fclasyon ara\u00e7lar\u0131.<\/li>\n\n\n\n<li>\u00d6zelle\u015ftirilebilir grafikler ve \u00e7izelgeler.<\/li>\n\n\n\n<li>Otomasyon i\u00e7in s\u00f6zdizimi tabanl\u0131 programlama.<\/li>\n<\/ul>\n\n<p><strong>Art\u0131lar\u0131:<\/strong><\/p>\n\n<ul>\n<li>Kapsaml\u0131 istatistiksel prosed\u00fcrler.<\/li>\n\n\n\n<li>Esnek veri i\u015fleme.<\/li>\n\n\n\n<li>Di\u011fer istatistiksel yaz\u0131l\u0131m paketleri ile entegrasyon<\/li>\n<\/ul>\n\n<p><strong>Eksiler:<\/strong><\/p>\n\n<ul>\n<li>Tam s\u00fcr\u00fcm i\u00e7in y\u00fcksek maliyet.<\/li>\n\n\n\n<li>Yeni ba\u015flayanlar i\u00e7in dik \u00f6\u011frenme e\u011frisi.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma:  <\/strong><\/p>\n\n<ul>\n<li>Ayl\u0131k 99 $&#8217;dan ba\u015flar.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">3. Google Analytics<\/h3>\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2100\" height=\"1254\" src=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2024\/05\/Google-analytics-free-market-research-tools-1-2.jpg\" alt=\"Google-analytics\" class=\"wp-image-870964\"\/><\/figure>\n\n<p>\u00d6ncelikle web analizleri i\u00e7in kullan\u0131lan Google Analytics, web sitesi trafi\u011fi, kullan\u0131c\u0131 davran\u0131\u015f\u0131 ve d\u00f6n\u00fc\u015f\u00fcm metrikleri hakk\u0131nda paha bi\u00e7ilmez bilgiler sa\u011flar. Google Analytics, sayfa g\u00f6r\u00fcnt\u00fclemeleri, hemen \u00e7\u0131kma oranlar\u0131 ve trafik kaynaklar\u0131 gibi temel performans g\u00f6stergelerini izleyerek i\u015fletmelerin \u00e7evrimi\u00e7i varl\u0131klar\u0131n\u0131 optimize etmelerine ve dijital pazarlama \u00e7abalar\u0131n\u0131 en \u00fcst d\u00fczeye \u00e7\u0131karmalar\u0131na yard\u0131mc\u0131 olur. <\/p>\n\n<p><strong>\u00d6zellikler:<\/strong><\/p>\n\n<ul>\n<li>Web sitesi ziyaret\u00e7ilerinin ger\u00e7ek zamanl\u0131 takibi.<\/li>\n\n\n\n<li>D\u00f6n\u00fc\u015f\u00fcm takibi ve hedef belirleme.<\/li>\n\n\n\n<li>\u00d6zelle\u015ftirilebilir raporlar ve g\u00f6sterge panolar\u0131.<\/li>\n\n\n\n<li>Google Ads ve di\u011fer Google \u00fcr\u00fcnleri ile entegrasyon.<\/li>\n<\/ul>\n\n<p><strong>Art\u0131lar\u0131:<\/strong><\/p>\n\n<ul>\n<li>\u00dccretsiz s\u00fcr\u00fcm mevcuttur.<\/li>\n\n\n\n<li>Kurulumu ve kullan\u0131m\u0131 kolayd\u0131r.<\/li>\n\n\n\n<li>Web sitesi performans\u0131na ili\u015fkin kapsaml\u0131 i\u00e7g\u00f6r\u00fcler.<\/li>\n<\/ul>\n\n<p><strong>Eksiler:<\/strong><\/p>\n\n<ul>\n<li>\u00dccretsiz s\u00fcr\u00fcmde s\u0131n\u0131rl\u0131 \u00f6zelle\u015ftirme se\u00e7enekleri.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma:  <\/strong><\/p>\n\n<ul>\n<li>Temel \u00f6zellikler i\u00e7in \u00fccretsiz.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">4. Python<\/h3>\n\n<p>\u00d6zel bir veri analiz yaz\u0131l\u0131m\u0131 olmasa da Python, veri analizi, makine \u00f6\u011frenimi ve bilimsel hesaplama i\u00e7in yayg\u0131n olarak kullan\u0131lan \u00e7ok y\u00f6nl\u00fc bir programlama dilidir. NumPy, pandas ve matplotlib gibi k\u00fct\u00fcphanelerle Python, veri manip\u00fclasyonu, g\u00f6rselle\u015ftirme ve istatistiksel analiz i\u00e7in kapsaml\u0131 bir ekosistem sa\u011flayarak veri bilimcileri ve analistleri aras\u0131nda favori haline gelir. <\/p>\n\n<p><strong>\u00d6zellikler:<\/strong><\/p>\n\n<ul>\n<li>Veri analizi k\u00fct\u00fcphanelerinin zengin ekosistemi.<\/li>\n\n\n\n<li>B\u00fcy\u00fck veri k\u00fcmeleri i\u00e7in esnek ve \u00f6l\u00e7eklenebilir.<\/li>\n\n\n\n<li>Di\u011fer ara\u00e7 ve platformlarla entegrasyon.<\/li>\n\n\n\n<li>Destekleyici bir topluluk ile a\u00e7\u0131k kaynak.<\/li>\n<\/ul>\n\n<p><strong>Art\u0131lar\u0131:<\/strong><\/p>\n\n<ul>\n<li>\u00dccretsiz ve a\u00e7\u0131k kaynak.<\/li>\n\n\n\n<li>Y\u00fcksek performans ve \u00f6l\u00e7eklenebilirlik.<\/li>\n\n\n\n<li>Otomasyon ve \u00f6zelle\u015ftirme i\u00e7in harika.<\/li>\n<\/ul>\n\n<p><strong>Eksiler:<\/strong><\/p>\n\n<ul>\n<li>Programlama bilgisi gerektirir.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma:  <\/strong><\/p>\n\n<ul>\n<li>Yeni ba\u015flayanlar i\u00e7in \u00fccretsizdir.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">5. SAS (\u0130statistiksel Analiz Sistemi)<\/h3>\n\n<p>SAS, geli\u015fmi\u015f analitik, i\u015f zekas\u0131 ve veri y\u00f6netimi \u00f6zellikleriyle tan\u0131nan kapsaml\u0131 bir yaz\u0131l\u0131m paketidir. \u00c7ok \u00e7e\u015fitli istatistiksel teknikler, tahmine dayal\u0131 modelleme ara\u00e7lar\u0131 ve veri g\u00f6rselle\u015ftirme se\u00e7enekleriyle SAS, karma\u015f\u0131k veri analizi g\u00f6revleri ve karar deste\u011fi i\u00e7in end\u00fcstrilerdeki kurulu\u015flar taraf\u0131ndan g\u00fcvenilmektedir. <\/p>\n\n<p><strong>\u00d6zellikler:<\/strong><\/p>\n\n<ul>\n<li>\u00c7ok \u00e7e\u015fitli istatistiksel prosed\u00fcrler.<\/li>\n\n\n\n<li>Veri entegrasyonu ve temizleme ara\u00e7lar\u0131.<\/li>\n\n\n\n<li>Geli\u015fmi\u015f analitik ve makine \u00f6\u011frenimi yetenekleri.<\/li>\n\n\n\n<li>Kurumsal d\u00fczeyde veri analizi i\u00e7in \u00f6l\u00e7eklenebilir.<\/li>\n<\/ul>\n\n<p><strong>Art\u0131lar\u0131:<\/strong><\/p>\n\n<ul>\n<li>G\u00fc\u00e7l\u00fc istatistiksel modelleme yetenekleri.<\/li>\n\n\n\n<li>B\u00fcy\u00fck veri k\u00fcmeleri i\u00e7in m\u00fckemmel destek.<\/li>\n\n\n\n<li>End\u00fcstriler taraf\u0131ndan onlarca y\u0131ld\u0131r g\u00fcvenilmektedir.<\/li>\n<\/ul>\n\n<p><strong>Eksiler:<\/strong><\/p>\n\n<ul>\n<li>Pahal\u0131 lisans \u00fccretleri.<\/li>\n\n\n\n<li>Dik \u00f6\u011frenme e\u011frisi.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma:  <\/strong><\/p>\n\n<ul>\n<li>Fiyatland\u0131rma detaylar\u0131 i\u00e7in sat\u0131\u015f ile ileti\u015fime ge\u00e7in.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">6. Excel<\/h3>\n\n<p>\u00d6zel veri analiz yaz\u0131l\u0131mlar\u0131na k\u0131yasla basit olmas\u0131na ra\u011fmen Excel, temel nicel analiz ve veri g\u00f6rselle\u015ftirme i\u00e7in pop\u00fclerli\u011fini korumaktad\u0131r. Pivot tablolar, fonksiyonlar ve grafik ara\u00e7lar\u0131 gibi \u00f6zellikleriyle Excel, kullan\u0131c\u0131lar\u0131n veri temizleme, \u00f6zetleme ve ke\u015fifsel analiz gibi g\u00f6revleri yerine getirmeleri i\u00e7in tan\u0131d\u0131k ve eri\u015filebilir bir platform sa\u011flar. <\/p>\n\n<p><strong>\u00d6zellikler<\/strong>:<\/p>\n\n<ul>\n<li>Hesaplamalar i\u00e7in form\u00fcller ve fonksiyonlar.<\/li>\n\n\n\n<li>Veri g\u00f6rselle\u015ftirme i\u00e7in pivot tablolar ve grafikler.<\/li>\n\n\n\n<li>Veri s\u0131ralama ve filtreleme \u00f6zellikleri.<\/li>\n\n\n\n<li>Di\u011fer Microsoft Office uygulamalar\u0131 ile entegrasyon.<\/li>\n<\/ul>\n\n<p><strong>Art\u0131lar\u0131:<\/strong><\/p>\n\n<ul>\n<li>Yayg\u0131n olarak kullan\u0131labilir ve tan\u0131d\u0131k aray\u00fcz.<\/li>\n\n\n\n<li>Temel analiz g\u00f6revleri i\u00e7in uygun fiyatl\u0131.<\/li>\n\n\n\n<li>\u00c7e\u015fitli veri formatlar\u0131 i\u00e7in \u00e7ok y\u00f6nl\u00fc.<\/li>\n<\/ul>\n\n<p><strong>Eksiler:<\/strong><\/p>\n\n<ul>\n<li>\u00d6zel yaz\u0131l\u0131mlara k\u0131yasla s\u0131n\u0131rl\u0131 istatistiksel i\u015flevler.<\/li>\n\n\n\n<li>B\u00fcy\u00fck veri k\u00fcmelerini i\u015flemek i\u00e7in uygun de\u011fildir.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma:  <\/strong><\/p>\n\n<ul>\n<li>Microsoft 365 abonelik planlar\u0131na dahildir, ayl\u0131k 6,99 ABD dolar\u0131ndan ba\u015flar.<\/li>\n<\/ul>\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\"><div class=\"wp-block-group__inner-container\">\n<h3 class=\"wp-block-heading\">7. Hotjar<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2100\" height=\"1254\" src=\"https:\/\/www.questionpro.com\/blog\/wp-content\/uploads\/2024\/05\/Hotjar-2.jpg\" alt=\"hotjar-\" class=\"wp-image-871163\"\/><\/figure>\n\n\n\n<p>Hotjar, web siteleri ve dijital platformlardaki kullan\u0131c\u0131 davran\u0131\u015f\u0131n\u0131 anlamak i\u00e7in g\u00fc\u00e7l\u00fc bir ara\u00e7t\u0131r. \u0130\u015fletmelerin, \u0131s\u0131 haritalar\u0131, oturum kay\u0131tlar\u0131 ve yerinde anketler gibi \u00f6zellikler arac\u0131l\u0131\u011f\u0131yla kullan\u0131c\u0131lar\u0131n web siteleriyle nas\u0131l etkile\u015fime girdi\u011fini g\u00f6rselle\u015ftirmesine, sorunlu noktalar\u0131 belirlemesine ve daha iyi d\u00f6n\u00fc\u015f\u00fcm oranlar\u0131 ve m\u00fc\u015fteri memnuniyeti i\u00e7in kullan\u0131c\u0131 deneyimini optimize etmesine olanak tan\u0131r. <\/p>\n\n\n\n<p><strong>\u00d6zellikler:<\/strong><\/p>\n\n\n\n<ul>\n<li>Kullan\u0131c\u0131 t\u0131klamalar\u0131n\u0131, dokunmalar\u0131n\u0131 ve kayd\u0131rma davran\u0131\u015flar\u0131n\u0131 g\u00f6rselle\u015ftirmek i\u00e7in \u0131s\u0131 haritalar\u0131.<\/li>\n\n\n\n<li>Derinlemesine kullan\u0131c\u0131 etkile\u015fimi analizi i\u00e7in oturum kay\u0131tlar\u0131.<\/li>\n\n\n\n<li>Geri bildirim anketleri ve anketler.<\/li>\n\n\n\n<li>Huni ve form analizi.<\/li>\n<\/ul>\n\n\n\n<p><strong>Art\u0131lar\u0131:<\/strong><\/p>\n\n\n\n<ul>\n<li>Kurulumu ve ayarlamas\u0131 kolayd\u0131r.<\/li>\n\n\n\n<li>Kullan\u0131c\u0131 davran\u0131\u015f\u0131na ili\u015fkin kapsaml\u0131 i\u00e7g\u00f6r\u00fcler.<\/li>\n\n\n\n<li>Uygun fiyatland\u0131rma planlar\u0131.<\/li>\n<\/ul>\n\n\n\n<p><strong>Eksiler:<\/strong><\/p>\n\n\n\n<ul>\n<li>Anketler i\u00e7in s\u0131n\u0131rl\u0131 \u00f6zelle\u015ftirme se\u00e7enekleri.<\/li>\n<\/ul>\n\n\n\n<p><strong>Fiyatland\u0131rma:  <\/strong><\/p>\n\n\n\n<ul>\n<li>Ayl\u0131k 39 dolardan ba\u015fl\u0131yor.<\/li>\n<\/ul>\n<\/div><\/div>\n\n<h3 class=\"wp-block-heading\">8. IBM SPSS \u0130statistikleri<\/h3>\n\n<p>SPSS&#8217;in temelleri \u00fczerine in\u015fa edilen IBM SPSS Statistics, geli\u015fmi\u015f istatistiksel analiz ve tahmine dayal\u0131 modelleme i\u00e7in geli\u015fmi\u015f \u00f6zellikler ve yetenekler sunar. Veri haz\u0131rlama, regresyon analizi ve hayatta kalma analizi mod\u00fclleri ile IBM SPSS Statistics, karma\u015f\u0131k veri analizi zorluklar\u0131n\u0131n \u00fcstesinden gelen ara\u015ft\u0131rmac\u0131lar ve analistler i\u00e7in \u00e7ok uygundur. <\/p>\n\n<p><strong>\u00d6zellikler:<\/strong><\/p>\n\n<ul>\n<li>\u0130leri istatistiksel prosed\u00fcrler.<\/li>\n\n\n\n<li>Veri haz\u0131rlama ve d\u00f6n\u00fc\u015ft\u00fcrme ara\u00e7lar\u0131.<\/li>\n\n\n\n<li>Otomatik model olu\u015fturma ve da\u011f\u0131tma.<\/li>\n\n\n\n<li>Di\u011fer IBM \u00fcr\u00fcnleri ile entegrasyon.<\/li>\n<\/ul>\n\n<p><strong>Art\u0131lar\u0131:<\/strong><\/p>\n\n<ul>\n<li>Kapsaml\u0131 istatistiksel yetenekler.<\/li>\n\n\n\n<li>Yeni ba\u015flayanlar i\u00e7in kullan\u0131c\u0131 dostu aray\u00fcz.<\/li>\n\n\n\n<li>Kurumsal d\u00fczeyde g\u00fcvenlik ve \u00f6l\u00e7eklenebilirlik.<\/li>\n<\/ul>\n\n<p><strong>Eksiler:<\/strong><\/p>\n\n<ul>\n<li>Tam s\u00fcr\u00fcm i\u00e7in y\u00fcksek maliyet.<\/li>\n\n\n\n<li>A\u00e7\u0131k kaynak entegrasyonu i\u00e7in s\u0131n\u0131rl\u0131 destek.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma:  <\/strong><\/p>\n\n<ul>\n<li>Fiyatland\u0131rma detaylar\u0131 i\u00e7in sat\u0131\u015f ile ileti\u015fime ge\u00e7in.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">9. Minitab<\/h3>\n\n<p>Minitab, imalat, m\u00fchendislik ve sa\u011fl\u0131k sekt\u00f6rlerinde kalite geli\u015ftirme ve istatistiksel analiz i\u00e7in tasarlanm\u0131\u015f \u00f6zel bir yaz\u0131l\u0131m paketidir. Deney tasar\u0131m\u0131, istatistiksel s\u00fcre\u00e7 kontrol\u00fc ve g\u00fcvenilirlik analizi ara\u00e7lar\u0131yla Minitab, kullan\u0131c\u0131lara s\u00fcre\u00e7leri optimize etme, hatalar\u0131 azaltma ve \u00fcr\u00fcn kalitesini art\u0131rma imkan\u0131 verir. <\/p>\n\n<p><strong>\u00d6zellikler:<\/strong><\/p>\n\n<ul>\n<li>Temel ve ileri istatistiksel analiz.<\/li>\n\n\n\n<li>Veri g\u00f6rselle\u015ftirme i\u00e7in grafik analiz ara\u00e7lar\u0131.<\/li>\n\n\n\n<li>\u0130statistiksel y\u00f6ntemlerin geli\u015ftirilmesi.<\/li>\n\n\n\n<li>DOE (Deney Tasar\u0131m\u0131) yetenekleri.<\/li>\n<\/ul>\n\n<p><strong>Art\u0131lar\u0131:<\/strong><\/p>\n\n<ul>\n<li>\u0130statistiksel analiz i\u00e7in kolayla\u015ft\u0131r\u0131lm\u0131\u015f aray\u00fcz.<\/li>\n\n\n\n<li>Kapsaml\u0131 kalite geli\u015ftirme ara\u00e7lar\u0131.<\/li>\n\n\n\n<li>M\u00fckemmel m\u00fc\u015fteri deste\u011fi.<\/li>\n<\/ul>\n\n<p><strong>Eksiler:<\/strong><\/p>\n\n<ul>\n<li>\u00d6zelle\u015ftirme i\u00e7in s\u0131n\u0131rl\u0131 esneklik.<\/li>\n\n\n\n<li>Yeni ba\u015flayanlar i\u00e7in dik \u00f6\u011frenme e\u011frisi.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma:<\/strong> <\/p>\n\n<ul>\n<li>Ayl\u0131k 29 dolardan ba\u015fl\u0131yor.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">10. JMP<\/h3>\n\n<p>JMP, SAS Institute taraf\u0131ndan geli\u015ftirilen dinamik bir veri g\u00f6rselle\u015ftirme ve istatistiksel analiz arac\u0131d\u0131r. Etkile\u015fimli grafikleri ve ke\u015fifsel veri analizi yetenekleriyle tan\u0131nan JMP, kullan\u0131c\u0131lar\u0131n verilerindeki kal\u0131plar\u0131, e\u011filimleri ve ili\u015fkileri ortaya \u00e7\u0131karmas\u0131n\u0131 sa\u011flayarak daha derin i\u00e7g\u00f6r\u00fcler ve bilin\u00e7li karar vermeyi kolayla\u015ft\u0131r\u0131r. <\/p>\n\n<p><strong>\u00d6zellikler:<\/strong><\/p>\n\n<ul>\n<li>Etkile\u015fimli veri g\u00f6rselle\u015ftirme.<\/li>\n\n\n\n<li>\u0130statistiksel modelleme ve analiz.<\/li>\n\n\n\n<li>Tahmine dayal\u0131 analitik ve makine \u00f6\u011frenimi.<\/li>\n\n\n\n<li>SAS ve di\u011fer veri kaynaklar\u0131 ile entegrasyon.<\/li>\n<\/ul>\n\n<p><strong>Art\u0131lar\u0131<\/strong>:<\/p>\n\n<ul>\n<li>Ke\u015fifsel veri analizi i\u00e7in sezgisel aray\u00fcz.<\/li>\n\n\n\n<li>Daha iyi i\u00e7g\u00f6r\u00fcler i\u00e7in dinamik grafikler.<\/li>\n\n\n\n<li>Geli\u015fmi\u015f analitik i\u00e7in SAS ile entegrasyon.<\/li>\n<\/ul>\n\n<p><strong>Eksiler:<\/strong><\/p>\n\n<ul>\n<li>S\u0131n\u0131rl\u0131 komut dosyas\u0131 olu\u015fturma yetenekleri.<\/li>\n\n\n\n<li>Di\u011fer SAS \u00fcr\u00fcnlerine k\u0131yasla daha az \u00f6zelle\u015ftirilebilir.<\/li>\n<\/ul>\n\n<p><strong>Fiyatland\u0131rma:  <\/strong><\/p>\n\n<ul>\n<li>Fiyatland\u0131rma detaylar\u0131 i\u00e7in sat\u0131\u015f ile ileti\u015fime ge\u00e7in.<\/li>\n<\/ul>\n\n<h2 class=\"wp-block-heading\">Neden Do\u011fru Nicel Veri Analizi Yaz\u0131l\u0131m\u0131n\u0131z Olarak QuestionPro&#8217;yu Se\u00e7melisiniz?<\/h2>\n\n<p>QuestionPro, nicel veri analizi i\u00e7in \u00f6zel olarak tasarlanm\u0131\u015f bir dizi \u00f6zellik sunarak \u00e7e\u015fitli ara\u015ft\u0131rma, anket ve veri odakl\u0131 karar verme ihtiya\u00e7lar\u0131 i\u00e7in uygun bir se\u00e7imdir. \u0130\u015fte neden sizin i\u00e7in uygun olabilece\u011fi: <\/p>\n\n<ul>\n<li><h3>Kapsaml\u0131 S\u00f6rvey Yetenekleri<\/h3><\/li>\n<\/ul>\n\n<p>QuestionPro, nicel sorular i\u00e7eren anketler olu\u015fturmak i\u00e7in kapsaml\u0131 ara\u00e7lar sa\u011flayarak kat\u0131l\u0131mc\u0131lardan yap\u0131land\u0131r\u0131lm\u0131\u015f veriler toplaman\u0131za olanak tan\u0131r. \u0130ster Likert \u00f6l\u00e7ekli sorulara, ister \u00e7oktan se\u00e7meli sorulara veya say\u0131sal giri\u015f alanlar\u0131na ihtiyac\u0131n\u0131z olsun, QuestionPro ara\u015ft\u0131rma hedeflerinize uygun anketler tasarlama esnekli\u011fi sunar. <\/p>\n\n<ul>\n<li><h3>Ger\u00e7ek Zamanl\u0131 Veri Analizi  <\/h3><\/li>\n<\/ul>\n\n<p>QuestionPro&#8217;nun ger\u00e7ek zamanl\u0131 veri toplama ve analiz \u00f6zellikleri sayesinde, anket yan\u0131tlar\u0131na g\u00f6nderildikleri anda eri\u015febilir ve analiz edebilirsiniz. Bu sayede trendleri, kal\u0131plar\u0131 ve i\u00e7g\u00f6r\u00fcleri gecikmeden h\u0131zl\u0131 bir \u015fekilde belirleyebilir, g\u00fcncel bilgilere dayal\u0131 \u00e7evik karar alma s\u00fcre\u00e7lerini kolayla\u015ft\u0131rabilirsiniz. <\/p>\n\n<h3 class=\"wp-block-heading\">\u0130leri \u0130statistiksel Analiz<\/h3>\n\n<p>QuestionPro, anket verilerinin derinlemesine nicel analizini yapman\u0131za olanak tan\u0131yan geli\u015fmi\u015f istatistiksel analiz ara\u00e7lar\u0131 i\u00e7erir. Ortalamalar\u0131, medyanlar\u0131, standart sapmalar\u0131, korelasyonlar\u0131 hesaplaman\u0131z veya regresyon analizi yapman\u0131z gerekip gerekmedi\u011fine bak\u0131lmaks\u0131z\u0131n, QuestionPro verilerinizden anlaml\u0131 bilgiler elde etmek i\u00e7in i\u015flevsellik sunar. <\/p>\n\n<ul>\n<li><h3>Veri G\u00f6rselle\u015ftirme<\/h3><\/li>\n<\/ul>\n\n<p>Nicel verilerin g\u00f6rselle\u015ftirilmesi, e\u011filimleri anlamak ve bulgular\u0131 etkili bir \u015fekilde iletmek i\u00e7in \u00e7ok \u00f6nemlidir. QuestionPro, anket verilerinizi g\u00f6rsel olarak temsil etmenize yard\u0131mc\u0131 olmak ve yorumlamay\u0131 ve payda\u015flarla payla\u015fmay\u0131 kolayla\u015ft\u0131rmak i\u00e7in \u00e7izelgeler, grafikler ve g\u00f6sterge tablolar\u0131 dahil olmak \u00fczere \u00e7e\u015fitli g\u00f6rselle\u015ftirme se\u00e7enekleri sunar. <\/p>\n\n<ul>\n<li><h3>Segmentasyon ve Filtreleme  <\/h3><\/li>\n<\/ul>\n\n<p>QuestionPro, anket verilerini demografik \u00f6zellikler, belirli sorulara verilen yan\u0131tlar veya \u00f6zel de\u011fi\u015fkenler gibi \u00e7e\u015fitli kriterlere g\u00f6re segmentlere ay\u0131rman\u0131za ve filtrelemenize olanak tan\u0131r. Bu segmentasyon \u00f6zelli\u011fi, veri setinizdeki farkl\u0131 alt gruplar\u0131 ayr\u0131 ayr\u0131 analiz etmenize ve belirli kitle segmentleri veya kal\u0131plar\u0131 hakk\u0131nda daha derin i\u00e7g\u00f6r\u00fcler elde etmenize olanak tan\u0131r. <\/p>\n\n<ul>\n<li><h3>Uygun Maliyetli \u00c7\u00f6z\u00fcmler<\/h3><\/li>\n<\/ul>\n\n<p>QuestionPro, bireyler, i\u015fletmeler ve kurumsal d\u00fczeydeki kurulu\u015flar i\u00e7in se\u00e7enekler de dahil olmak \u00fczere farkl\u0131 kullan\u0131c\u0131 ihtiya\u00e7lar\u0131na ve b\u00fct\u00e7elerine g\u00f6re uyarlanm\u0131\u015f fiyatland\u0131rma planlar\u0131 sunar. \u0130ster tek seferlik bir anket yap\u0131yor olun, ister geli\u015fmi\u015f \u00f6zelliklere s\u00fcrekli eri\u015fime ihtiya\u00e7 duyuyor olun, QuestionPro ihtiya\u00e7lar\u0131n\u0131z\u0131 kar\u015f\u0131layacak uygun maliyetli \u00e7\u00f6z\u00fcmler sunar. <\/p>\n\n<h2 class=\"wp-block-heading\">Sonu\u00e7<\/h2>\n\n<p>Do\u011fru nicel veri analizi yaz\u0131l\u0131m\u0131n\u0131 se\u00e7mek \u00f6zel ihtiya\u00e7lar\u0131n\u0131za, b\u00fct\u00e7enize ve uzmanl\u0131k d\u00fczeyinize ba\u011fl\u0131d\u0131r. \u0130ster ara\u015ft\u0131rmac\u0131, ister pazarlamac\u0131 veya i\u015f analisti olun, bu en iyi 10 yaz\u0131l\u0131m se\u00e7ene\u011fi, verilerinizden de\u011ferli i\u00e7g\u00f6r\u00fcler elde etmenize yard\u0131mc\u0131 olacak \u00e7e\u015fitli \u00f6zellikler ve yetenekler sunar. <\/p>\n\n<p>Nicel veri analizi i\u00e7in kapsaml\u0131, kullan\u0131c\u0131 dostu ve uygun maliyetli bir \u00e7\u00f6z\u00fcm ar\u0131yorsan\u0131z, QuestionPro ara\u015ft\u0131rma, anket veya veri odakl\u0131 karar verme ihtiya\u00e7lar\u0131n\u0131z i\u00e7in do\u011fru se\u00e7im olabilir. G\u00fc\u00e7l\u00fc \u00f6zellikleri, sezgisel aray\u00fcz\u00fc ve esnek fiyatland\u0131rma se\u00e7enekleri ile QuestionPro, kullan\u0131c\u0131lar\u0131n anket verilerinden verimli ve etkili bir \u015fekilde de\u011ferli bilgiler elde etmelerini sa\u011flar. <\/p>\n\n<p>\u00d6yleyse devam edin, QuestionPro&#8217;yu ke\u015ffedin ve verilerinizden de\u011ferli i\u00e7g\u00f6r\u00fcler elde etmek i\u00e7in kendinizi g\u00fc\u00e7lendirin!<\/p>\n\n<p><\/p><p style=\"text-align: center;\"><a href=\"https:\/\/www.questionpro.com\/research-edition-survey-software\/\" target=\"_blank\" rel=\"noopener\">\n  <button>DAHA FAZLA BI\u0307LGI\u0307 EDI\u0307NI\u0307N<\/button>\n<\/a>       <a href=\"https:\/\/www.questionpro.com\/a\/showEntry.do?classID=1053&amp;sourceRef=blog\" target=\"_blank\" rel=\"noopener\">\n  <button>\u00dcCRETS\u0130Z DENEME<\/button>\n<\/a><\/p>\n\n<h2 class=\"wp-block-heading\">S\u0131k\u00e7a Sorulan Sorular (SSS)<\/h2>\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1725528835364\"><strong class=\"schema-faq-question\">Q1. Nicel veri analizi yaz\u0131l\u0131mlar\u0131n\u0131n baz\u0131 ortak \u00f6zellikleri nelerdir?<\/strong> <p class=\"schema-faq-answer\">Ortak \u00f6zellikler \u015funlard\u0131r:<br>Veri Y\u00f6netimi<br>\u0130statistiksel Analiz<br>G\u00f6rselle\u015ftirme<br>Veri Aktar\u0131m\u0131<br>Geli\u015fmi\u015f Analitik<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1725529251587\"><strong class=\"schema-faq-question\">Q2. Nicel veri analizi yaz\u0131l\u0131mlar\u0131 b\u00fcy\u00fck veri k\u00fcmelerinin \u00fcstesinden gelebilir mi?<\/strong> <p class=\"schema-faq-answer\">Evet, bir\u00e7ok nicel veri analizi arac\u0131 b\u00fcy\u00fck veri k\u00fcmelerini i\u015flemek i\u00e7in tasarlanm\u0131\u015ft\u0131r. Ancak verimlilik, yaz\u0131l\u0131ma ve mevcut sistem kaynaklar\u0131na ba\u011fl\u0131 olarak de\u011fi\u015febilir. SAS ve MATLAB gibi ara\u00e7lar, b\u00fcy\u00fck hacimli verileri etkin bir \u015fekilde y\u00f6netme ve analiz etme kapasiteleriyle bilinir.  <\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1725529485704\"><strong class=\"schema-faq-question\">Q3. Nicel veri analizi yaz\u0131l\u0131m\u0131n\u0131n temel i\u015flevleri nelerdir?<\/strong> <p class=\"schema-faq-answer\">Ana i\u015flevler aras\u0131nda veri y\u00f6netimi (verilerin i\u00e7e aktar\u0131lmas\u0131 ve temizlenmesi), istatistiksel analiz (\u00f6rn. regresyon, hipotez testi), veri g\u00f6rselle\u015ftirme (\u00e7izelgeler, grafikler) ve sonu\u00e7lar\u0131n raporlanmas\u0131 yer al\u0131r.<\/p> <\/div> <\/div>\n","protected":false},"excerpt":{"rendered":"<p>Verileri incelemeyi merak ediyor ama nereden ba\u015flayaca\u011f\u0131n\u0131zdan emin de\u011fil misiniz? Endi\u015felenmeyin; sizi teminat alt\u0131na ald\u0131k! Bir veri bilimci olarak, do\u011fru [&hellip;]<\/p>\n","protected":false},"author":80,"featured_media":861248,"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 Bilimciler i\u00e7in 10 Nicel Veri Analizi Yaz\u0131l\u0131m\u0131<\/title>\n<meta name=\"description\" content=\"Do\u011fru nicel veri analizi yaz\u0131l\u0131m\u0131, i\u00e7g\u00f6r\u00fcleri ortaya \u00e7\u0131karmak ve bilin\u00e7li kararlar almak i\u00e7in \u00e7ok \u00f6nemlidir. \u0130\u015fte ilk 10.\" \/>\n<meta name=\"robots\" content=\"index, follow, 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