{"id":2398,"date":"2026-01-18T23:44:54","date_gmt":"2026-01-18T20:44:54","guid":{"rendered":"https:\/\/www.gokberkcan.com\/?p=2398"},"modified":"2026-01-19T09:05:42","modified_gmt":"2026-01-19T06:05:42","slug":"positron-ile-veri-analizi","status":"publish","type":"post","link":"https:\/\/www.gokberkcan.com\/?p=2398","title":{"rendered":"Positron ile Veri Analizi"},"content":{"rendered":"\n<p>R&#8217;in kullan\u0131m\u0131n\u0131 kolayla\u015ft\u0131rmak i\u00e7in (hayr\u0131na de\u011fil elbette), RStudio&#8217;yu geli\u015ftiren Posit \u015fimdi de Python&#8217;a daha fazla a\u011f\u0131rl\u0131k veren (1), eklentiler ile g\u00fc\u00e7lendirilebilen (2) ve yapay zek\u00e2 (3) destekli Positron&#8217;u yay\u0131mlad\u0131. Veri analizleri i\u00e7in RStudio, ki\u015fisel notlar\u0131m ve kulland\u0131\u011f\u0131m kodlar\u0131n takibi i\u00e7in de VSCode \u00fczerinde \u00e7al\u0131\u015f\u0131yorum. Bu ikisini bir araya getiren bir yaz\u0131l\u0131m benim i\u00e7in harika bir \u00e7\u00f6z\u00fcm oldu.<\/p>\n\n\n\n<p>(1) Neden Python&#8217;a a\u011f\u0131rl\u0131k veriyor? \u00c7\u00fcnk\u00fc RStudio&#8217;da Python&#8217;u bir paket \u00fczerinde \u00e7al\u0131\u015ft\u0131rabiliyordunuz; \u015fimdi ise hem R hem de Python ayr\u0131 \u00e7al\u0131\u015fma pencerelerinde ek kuruluma gerek kalmadan \u00e7al\u0131\u015fabiliyor.<\/p>\n\n\n\n<p>(2) Positron, VSCode&#8217;un kodundan geli\u015ftirildi\u011fi (&#8220;fork edildi\u011fi&#8221;) i\u00e7in VSCode Marketplace&#8217;de yer alan eklentilerin baz\u0131lar\u0131 (hepsi demeyi \u00e7ok isterdim) Positron&#8217;da da \u00e7al\u0131\u015f\u0131yor.<\/p>\n\n\n\n<p>(3) Positron&#8217;da kullanabilece\u011finiz bir\u00e7ok pop\u00fcler yapay zek\u00e2 modeline eri\u015fmeniz m\u00fcmk\u00fcn. Yaz\u0131l\u0131m\u0131n kendi i\u00e7indeki Positron Assistant ile Claude ve GitHub mevcut. Hesab\u0131n\u0131za giri\u015f yapt\u0131\u011f\u0131n\u0131zda GPT, Gemini ve Grok modellerini kullanabilirsiniz. Databot ile veri setinizin analizini komut girerek yapabilirsiniz. Benim kullanmaktan en keyif ald\u0131\u011f\u0131m ise Gemini eklentisi oldu.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Bir komut verdi\u011finizde modeli nas\u0131l olu\u015fturman\u0131z gerekti\u011fini g\u00f6steriyor.<\/li>\n\n\n\n<li>Komutunuza ba\u011fl\u0131 olarak kodu de\u011fi\u015ftirmek istedi\u011finizde komutlar\u0131n nas\u0131l de\u011fi\u015fece\u011fini vurguluyor.<\/li>\n\n\n\n<li>Kodlar\u0131n\u0131z\u0131n i\u00e7inde hata varsa d\u00fczeltmeniz gereken yerleri g\u00f6steriyor.<\/li>\n<\/ul>\n\n\n\n<p>Diyebilirsiniz ki: <em>&#8220;Ben zaten bunlar\u0131n hepsini daha kapsaml\u0131 bir program olan VSCode ile yap\u0131yordum, buna ne gerek var?&#8221;<\/em> Positron do\u011frudan R ve Python kullan\u0131m\u0131 i\u00e7in tasarland\u0131\u011f\u0131 i\u00e7in VSCode&#8217;da yap\u0131lmas\u0131 gereken ayarlar \u00f6n\u00fcn\u00fcze haz\u0131r halde gelmi\u015f oluyor.<\/p>\n\n\n\n<p>Yapay zek\u00e2n\u0131n nimetlerini kullanarak veri analizi yapmak isteyenlere tavsiye ederim.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>R&#8217;in kullan\u0131m\u0131n\u0131 kolayla\u015ft\u0131rmak i\u00e7in (hayr\u0131na de\u011fil elbette), RStudio&#8217;yu geli\u015ftiren Posit \u015fimdi de Python&#8217;a daha fazla a\u011f\u0131rl\u0131k veren (1), eklentiler ile g\u00fc\u00e7lendirilebilen (2) ve yapay zek\u00e2 (3) destekli Positron&#8217;u yay\u0131mlad\u0131. Veri analizleri i\u00e7in RStudio, ki\u015fisel notlar\u0131m ve kulland\u0131\u011f\u0131m kodlar\u0131n takibi i\u00e7in de VSCode \u00fczerinde \u00e7al\u0131\u015f\u0131yorum. Bu ikisini bir araya getiren bir yaz\u0131l\u0131m benim i\u00e7in harika bir [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2,45,43,9,55,54],"tags":[],"class_list":["post-2398","post","type-post","status-publish","format-standard","hentry","category-akademik","category-mendeley","category-istatistik","category-r","category-teknoloji","category-yz"],"_links":{"self":[{"href":"https:\/\/www.gokberkcan.com\/index.php?rest_route=\/wp\/v2\/posts\/2398","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.gokberkcan.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.gokberkcan.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.gokberkcan.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gokberkcan.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2398"}],"version-history":[{"count":6,"href":"https:\/\/www.gokberkcan.com\/index.php?rest_route=\/wp\/v2\/posts\/2398\/revisions"}],"predecessor-version":[{"id":2404,"href":"https:\/\/www.gokberkcan.com\/index.php?rest_route=\/wp\/v2\/posts\/2398\/revisions\/2404"}],"wp:attachment":[{"href":"https:\/\/www.gokberkcan.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2398"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.gokberkcan.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2398"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.gokberkcan.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2398"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}