

{"id":730489,"date":"2022-08-27T11:00:15","date_gmt":"2022-08-27T11:00:15","guid":{"rendered":"https:\/\/www.questionpro.com\/blog\/veri-organizasyonu-nasil-duzenlenir-en-iyi-uygulamalar\/"},"modified":"2022-08-27T11:00:15","modified_gmt":"2022-08-27T11:00:15","slug":"veri-organizasyonu-nasil-duzenlenir-en-iyi-uygulamalar","status":"publish","type":"post","link":"https:\/\/www.questionpro.com\/blog\/tr\/veri-organizasyonu-nasil-duzenlenir-en-iyi-uygulamalar\/","title":{"rendered":"Veri Organizasyonu: Nas\u0131l D\u00fczenlenir + En \u0130yi Uygulamalar"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">Veri organizasyonu, ham verileri \u00e7e\u015fitli kategorilere ay\u0131rma ve ard\u0131ndan bunlar\u0131 d\u00fczenleme s\u00fcrecidir. \u00c7e\u015fitli de\u011fi\u015fkenlere ait g\u00f6zlemler bu ham verilere dahil edilmi\u015ftir. Veri organizasyonu, \u00f6\u011frencilerin birden fazla disiplin i\u00e7in ald\u0131klar\u0131 notlar\u0131 d\u00fczenlemek gibi \u015feylere sahiptir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Daha \u00f6nce yap\u0131land\u0131r\u0131lmam\u0131\u015f bir <a href=\"https:\/\/www.questionpro.com\/blog\/data-source\/\">veri kayna\u011f\u0131ndan<\/a> herhangi bir bilgiyi aramak i\u00e7in harcanan zaman, zaman ge\u00e7tik\u00e7e ve veri miktar\u0131m\u0131z artt\u0131k\u00e7a artmaktad\u0131r. Dijital belgeler i\u00e7in de \u00e7e\u015fitli veri d\u00fczenleme bi\u00e7imleri kullan\u0131labilse de, baz\u0131 BT uzmanlar\u0131 bunu esas olarak fiziksel kay\u0131tlara uygular.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bazen bilgileri uzun s\u00fcre analiz ederiz. Yine de, \u00f6zellikle materyal kapsaml\u0131 ve karma\u015f\u0131ksa, hat\u0131rlamak zordur. \u0130nsan zihni, bir \u015feyleri daha ak\u0131lda kal\u0131c\u0131 k\u0131lmak i\u00e7in onlar\u0131 resmetmeye ba\u015flar. Veri organizasyonu ayn\u0131d\u0131r. Yorumlanmas\u0131 kolay verileri toplar ve sunar. Veri y\u00f6netimi veya istatistik, verileri temsil etmek i\u00e7in en iyi yakla\u015f\u0131md\u0131r.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bu blog, verilerin nas\u0131l d\u00fczenlenece\u011fini, en iyi ipu\u00e7lar\u0131n\u0131 ve en iyi uygulamalar\u0131 a\u00e7\u0131klayacakt\u0131r.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Veri organizasyonu nas\u0131l yap\u0131l\u0131r?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Veri organizasyonu, verilerin daha h\u0131zl\u0131 eri\u015filebilmesi, i\u015flenebilmesi ve analiz edilebilmesi i\u00e7in kullan\u0131m\u0131n\u0131 kolayla\u015ft\u0131rmak amac\u0131yla gruplara ve kategorilere yerle\u015ftirilmesi s\u00fcrecidir.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Verilerinizi, kritik belgeleri dosya klas\u00f6rlerinde toplamam\u0131za benzer \u015fekilde, m\u00fcmk\u00fcn olan en mant\u0131kl\u0131 ve d\u00fczenli \u015fekilde d\u00fczenlemeniz gerekir; b\u00f6ylece siz ve verilere eri\u015fimi olan herkes arad\u0131klar\u0131n\u0131 h\u0131zl\u0131 bir \u015fekilde bulabilir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Bilgileri, okunmas\u0131 ve kullan\u0131lmas\u0131 kolay olacak \u015fekilde d\u00fczenlememizi sa\u011flar. Ham verilerle \u00e7al\u0131\u015fmak veya bu veriler \u00fczerinde herhangi bir analiz ger\u00e7ekle\u015ftirmek zordur. Dolay\u0131s\u0131yla, verileri d\u00fczg\u00fcn bir \u015fekilde tasvir etmek i\u00e7in onlar\u0131 d\u00fczenlemeliyiz.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Veri setlerinin bir\u00e7ok farkl\u0131 sekt\u00f6rdeki i\u015fletmelerin sahip oldu\u011fu en de\u011ferli varl\u0131klardan baz\u0131lar\u0131 oldu\u011fu bir d\u00fcnyada, \u015firketler veri <a href=\"https:\/\/www.questionpro.com\/blog\/data-asset-management\/\">varl\u0131klar\u0131n\u0131<\/a> daha iyi kullanmak i\u00e7in bu y\u00f6ntemi kullan\u0131yor.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Y\u00f6neticiler ve di\u011fer profesyoneller, i\u015f s\u00fcre\u00e7lerini kolayla\u015ft\u0131rmak, daha iyi i\u015f zekas\u0131 elde etmek ve genel olarak bir i\u015f modelini geli\u015ftirmek i\u00e7in daha b\u00fcy\u00fck bir plan\u0131n par\u00e7as\u0131 olarak verileri d\u00fczenlemek i\u00e7in \u00e7ok \u00e7aba sarf edebilirler.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Veri organizasyonu i\u00e7in en iyi ipu\u00e7lar\u0131 ve uygulamalar<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Bir\u00e7ok ki\u015finin veri organizasyonu i\u00e7in farkl\u0131 \u00f6nerileri vard\u0131r. A\u015fa\u011f\u0131daki d\u00f6rt ipucu en yayg\u0131n kabul g\u00f6renlerdir:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kesin ve g\u00fcvenilir adland\u0131rma kurallar\u0131 olu\u015fturun. Dosyalar\u0131n\u0131z\u0131 a\u00e7\u0131k ve net bir \u015fekilde adland\u0131r\u0131n. Gerekirse birka\u00e7 dosyay\u0131 otomatik olarak yeniden adland\u0131rmak i\u00e7in bir dosya yeniden adland\u0131rma program\u0131 kullan\u0131labilir.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Dosya adlar\u0131 k\u0131salt\u0131lmal\u0131d\u0131r. Tarih kullan\u0131yorsan\u0131z, tutarl\u0131 bir formata ba\u011fl\u0131 kal\u0131n. T\u00fcm sembolleri yok say\u0131n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tutarl\u0131 dosya s\u00fcr\u00fcmlendirmesini s\u00fcrd\u00fcr\u00fcn. Eski dosyan\u0131n \u00fczerine yazmak yerine, revize edilmi\u015f adla yeni bir dosya olu\u015fturman\u0131z gerekir. Dosya versiyonlama bunun i\u00e7in ba\u015fka bir isimdir.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Kategorileri standartla\u015ft\u0131rmak ve her birinin i\u015flevini tan\u0131mlamak i\u00e7in bir veri s\u00f6zl\u00fc\u011f\u00fc olu\u015fturun ve kullan\u0131n. Bu, firman\u0131zdaki t\u00fcm payda\u015flar\u0131n toplad\u0131\u011f\u0131n\u0131z veri setlerinden en iyi \u015fekilde yararlanmas\u0131n\u0131 m\u00fcmk\u00fcn k\u0131lacakt\u0131r.<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u0130\u015fte verileri daha verimli bir \u015fekilde d\u00fczenlemek i\u00e7in kullan\u0131labilecek baz\u0131 uygulamalar.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Sistematik isimlendirmeden yararlan\u0131n.<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Dosya ve klas\u00f6rlerin adlar\u0131 tutarl\u0131 ancak ay\u0131rt edici olmal\u0131d\u0131r, b\u00f6ylece kolayca bulunabilir ve s\u0131ralanabilirler. \u00d6zel karakterleri ve bo\u015fluklar\u0131 minimumda tutun (bunun yerine alt \u00e7izgi kullan\u0131n). A\u015fa\u011f\u0131daki unsurlar\u0131 dahil edin:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Projenin ad\u0131\/k\u0131saltmas\u0131<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Deney t\u00fcr\u00fc\/ara\u00e7<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Sahan\u0131n konumu hakk\u0131nda bilgi (varsa)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ara\u015ft\u0131rmac\u0131n\u0131n ba\u015f harfleri<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Tarih (tutarl\u0131 bir \u015fekilde bi\u00e7imlendirilmi\u015f, yani YYYY-MA-DD)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">S\u00fcr\u00fcm numaras\u0131 (\u00f6rn. v01)<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Benzer \u015fekilde, dosyalar\u0131n\u0131z\u0131 ve dizinlerinizi mant\u0131ksal olarak adland\u0131r\u0131n. \u0130leride yerleri de\u011fi\u015ftirilebilece\u011finden dosyalar klas\u00f6r adlar\u0131 kullan\u0131larak tan\u0131mlanmamal\u0131d\u0131r. Bir klas\u00f6re eklenen k\u0131sa bir metin veya README dosyas\u0131, gelecekteki okuyucular\u0131n (siz dahil) i\u00e7eri\u011fi ve ba\u011flam\u0131 anlamalar\u0131na yard\u0131mc\u0131 olabilir.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">S\u00fcr\u00fcm kontrol\u00fc<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Orijinal verilerinize geri d\u00f6nmeniz gerekirse s\u00fcr\u00fcmlerin kayd\u0131n\u0131 tutun. Ham veriyi asla de\u011fi\u015ftirmeyin; her zaman zarar g\u00f6rmemi\u015f bir kopyas\u0131n\u0131 saklay\u0131n! Orijinal dosyan\u0131n bir kopyas\u0131 yaln\u0131zca incelenmeli, tasnif edilmeli, d\u00fczeltilmeli veya de\u011fi\u015ftirilmelidir.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Dosya formatlar\u0131<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Verilerinizin uzun s\u00fcreli korunmas\u0131n\u0131 sa\u011flamak i\u00e7in m\u00fcmk\u00fcn oldu\u011funca d\u00fcz metin format\u0131nda bir kopyas\u0131n\u0131 kaydedin (\u00f6rn. .csv veya .txt). \u015eu anda kulland\u0131\u011f\u0131n\u0131z program y\u00fckseltilebilir veya muhtemelen kullan\u0131m d\u0131\u015f\u0131 kalarak dosyay\u0131 okunaks\u0131z b\u0131rakabilir.<\/span><\/p>\n<h3><span style=\"font-weight: 400;\">Detayl\u0131 Dosyalar<\/span><\/h3>\n<p><span style=\"font-weight: 400;\">Ba\u011flam\u0131n\u0131 korumak i\u00e7in verilerinizi tan\u0131mlay\u0131n. Meta veriler (veriler hakk\u0131ndaki veriler), daha fazla insan verileri kulland\u0131k\u00e7a daha \u00f6nemli hale gelmektedir. Meta veriler, verileri kimin geli\u015ftirdi\u011fi, k\u0131saltma anlamlar\u0131, \u00f6l\u00e7\u00fcm birimleri vb. gibi hem disipline \u00f6zg\u00fc hem de genel sorular\u0131 ele al\u0131r.<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">Sonu\u00e7<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Verilerinizin yap\u0131s\u0131n\u0131 anlamak, herhangi bir pratik veri d\u00fczenleme yakla\u015f\u0131m\u0131nda de\u011ferini en \u00fcst d\u00fczeye \u00e7\u0131karmak i\u00e7in \u00e7ok \u00f6nemlidir. Uygun bir veri sunumunun anahtar\u0131 d\u00fczenli ve temiz kalmakt\u0131r, bu nedenle y\u00f6nteminiz ne olursa olsun g\u00f6revinize ba\u011fl\u0131 kal\u0131n.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dosyalar\u0131 d\u00fczenli tutman\u0131n ba\u015fka bir\u00e7ok yolu vard\u0131r, ancak \u00f6nemli olan veri dosyalar\u0131n\u0131z\u0131n eri\u015fimi kolayla\u015ft\u0131racak \u015fekilde ayarland\u0131\u011f\u0131ndan emin olmakt\u0131r.  <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Kullan\u0131c\u0131n\u0131n ihtiya\u00e7lar\u0131na ba\u011fl\u0131 olarak, bir\u00e7ok farkl\u0131 veri d\u00fczenleme y\u00f6ntemi mevcuttur. Bazen verilerdeki tekrarlanan de\u011ferler bir araya getirilerek verinin modu belirlenir, di\u011fer zamanlarda ise bilgiler artan veya azalan s\u0131rada d\u00fczenlenir.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ara\u015ft\u0131rmac\u0131lar, QuestionPro Insights Hub gibi \u00f6zel bir atomik ara\u015ft\u0131rma arac\u0131 kullanarak daha h\u0131zl\u0131 i\u00e7g\u00f6r\u00fc elde edebilirler. Ayr\u0131ca, ekiplerin ve payda\u015flar\u0131n atomik UX ara\u015ft\u0131rmalar\u0131n\u0131 kolayla\u015ft\u0131r\u0131lm\u0131\u015f bir yakla\u015f\u0131mla verimli bir \u015fekilde y\u00f6netmelerini ve zamandan, paradan ve yat\u0131r\u0131m getirisinden tasarruf etmelerini m\u00fcmk\u00fcn k\u0131lar.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Ayr\u0131ca, d\u00fcnya \u00e7ap\u0131ndaki \u015firketler ve markalar, \u00f6zel ara\u015ft\u0131rma havuzu arac\u0131n\u0131 kullanarak verileri daha h\u0131zl\u0131 ve daha basit bir \u015fekilde i\u00e7g\u00f6r\u00fclere d\u00f6n\u00fc\u015ft\u00fcrmekten yararlan\u0131yor.<\/span><\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.questionpro.com\/insightshub\/\" target=\"_blank\" rel=\"noopener\"><button>DAHA FAZLA BI\u0307LGI\u0307 EDI\u0307NI\u0307N<\/button><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Veri organizasyonu, ham verileri \u00e7e\u015fitli kategorilere ay\u0131rma ve ard\u0131ndan bunlar\u0131 d\u00fczenleme s\u00fcrecidir. \u00c7e\u015fitli de\u011fi\u015fkenlere ait g\u00f6zlemler bu ham verilere dahil [&hellip;]<\/p>\n","protected":false},"author":49,"featured_media":718007,"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":[1212],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Veri Organizasyonu: Nas\u0131l D\u00fczenlenir + En \u0130yi Uygulamalar | QuestionPro<\/title>\n<meta name=\"description\" content=\"Veri organizasyonu, ham verileri daha anla\u015f\u0131l\u0131r hale getirmek i\u00e7in verileri kategorize etme s\u00fcrecidir. 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