{"id":8766,"date":"2025-01-06T06:45:10","date_gmt":"2025-01-06T03:45:10","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/bos-olmayan-degerlerde-gruplama\/"},"modified":"2025-01-06T06:45:10","modified_gmt":"2025-01-06T03:45:10","slug":"bos-olmayan-degerlerde-gruplama","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/bos-olmayan-degerlerde-gruplama\/","title":{"rendered":"Bo\u015f Olmayan De\u011ferlerde Gruplama"},"content":{"rendered":"<p><body><\/p>\n<p>Bo\u015f Olmayan De\u011ferlerde Gruplama<\/p>\n<p>Veri analizi ve i\u015fleme s\u00fcre\u00e7lerinde s\u0131kl\u0131kla kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z bir durum, verinin baz\u0131 k\u0131s\u0131mlar\u0131n\u0131n bo\u015f veya <code>NULL<\/code> de\u011ferler i\u00e7ermesidir. Bu durum, verimizi do\u011fru bir \u015fekilde analiz etmemizi ve raporlama yapmam\u0131z\u0131 zorla\u015ft\u0131rabilir.  Bu yaz\u0131da, verilerimizde bo\u015f olmayan de\u011ferlere g\u00f6re nas\u0131l etkili bir gruplama yapabilece\u011fimizden bahsedece\u011fiz.  \u00d6zellikle SQL ve programlama dillerindeki uygulamalar\u0131na de\u011finece\u011fiz.<\/p>\n<h2>SQL&#8217;de Bo\u015f De\u011ferleri Ele Alma<\/h2>\n<p>SQL&#8217;de, <code>NULL<\/code> de\u011ferler \u00f6zel bir durumdur. Standart kar\u015f\u0131la\u015ft\u0131rma operat\u00f6rleri (<code>=<\/code>, <code>!=<\/code>, <code>><\/code>, <code><<\/code> vb.) <code>NULL<\/code> de\u011ferlerle kullan\u0131ld\u0131\u011f\u0131nda beklenmedik sonu\u00e7lar verebilir.  Bu nedenle, <code>NULL<\/code> de\u011ferleri ele almak i\u00e7in \u00f6zel fonksiyonlar kullanmam\u0131z gerekir. \u00d6rne\u011fin, <code>IS NULL<\/code> ve <code>IS NOT NULL<\/code> ko\u015fullar\u0131 ile <code>NULL<\/code> de\u011ferleri filtreleyebiliriz.  A\u015fa\u011f\u0131daki SQL sorgusu, <code>musteri_adi<\/code> s\u00fctunu bo\u015f olmayan m\u00fc\u015fterileri gruplayarak her grubun m\u00fc\u015fteri say\u0131s\u0131n\u0131 g\u00f6stermektedir:<\/p>\n<pre><code class=\"language-sql\">\nSELECT COUNT(*) AS musteri_sayisi, musteri_adi\nFROM musteriler\nWHERE musteri_adi IS NOT NULL\nGROUP BY musteri_adi;\n<\/code><\/pre>\n<p>Bu sorgu, \u00f6nce <code>musteri_adi<\/code> s\u00fctununda <code>NULL<\/code> olmayan sat\u0131rlar\u0131 filtreler ve daha sonra <code>musteri_adi<\/code> s\u00fctununa g\u00f6re gruplama yaparak her grubun ka\u00e7 m\u00fc\u015fteri i\u00e7erdi\u011fini sayar.  Sonu\u00e7ta, bo\u015f olmayan her m\u00fc\u015fteri ad\u0131 i\u00e7in ayr\u0131 bir sat\u0131r elde ederiz.<\/p>\n<h2>Programlama Dillerinde Uygulama<\/h2>\n<p>Programlama dillerinde de benzer bir yakla\u015f\u0131m izlenir.  \u00d6rne\u011fin, Python'da bo\u015f olmayan de\u011ferlere g\u00f6re gruplama i\u015flemi, genellikle listeler veya s\u00f6zl\u00fckler \u00fczerinde ger\u00e7ekle\u015ftirilir.  Bo\u015f de\u011ferlerin filtrelenmesi ve ard\u0131ndan gruplama i\u015fleminin yap\u0131lmas\u0131 gerekir.  A\u015fa\u011f\u0131daki Python \u00f6rne\u011fi, bo\u015f olmayan de\u011ferlere g\u00f6re gruplama i\u015flemini g\u00f6stermektedir:<\/p>\n<pre><code class=\"language-python\">\ndata = [(\"A\", 10), (\"B\", 20), (\"A\", 30), (\"C\", None), (\"B\", 40), (\"A\", None)]\n\ngrouped_data = {}\nfor key, value in data:\n    if value is not None:\n        grouped_data.setdefault(key, []).append(value)\n\nprint(grouped_data)  # \u00c7\u0131kt\u0131: {'A': [10, 30], 'B': [20, 40]}\n<\/code><\/pre>\n<p>Bu \u00f6rnekte, \u00f6nce bo\u015f de\u011ferler filtreleniyor ve daha sonra ayn\u0131 anahtara sahip de\u011ferler s\u00f6zl\u00fck yap\u0131s\u0131 i\u00e7erisinde gruplan\u0131yor.  Bu sayede, bo\u015f olmayan de\u011ferlere g\u00f6re bir gruplama i\u015flemi ger\u00e7ekle\u015ftirilmi\u015f oluyor.  Benzer mant\u0131k, di\u011fer programlama dillerinde de uygulanabilir.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>Bo\u015f olmayan de\u011ferlere g\u00f6re gruplama, veri analizi ve i\u015flemede \u00f6nemli bir i\u015flemdir.  SQL ve \u00e7e\u015fitli programlama dillerinde farkl\u0131 y\u00f6ntemlerle bu i\u015flemi ger\u00e7ekle\u015ftirebiliriz.  \u00d6nemli olan, <code>NULL<\/code> de\u011ferlerini do\u011fru bir \u015fekilde ele almak ve istenen sonucu elde etmek i\u00e7in uygun teknikleri kullanmakt\u0131r.  Daha fazla bilgi i\u00e7in <a href=\"https:\/\/fatihsoysal.com\">fatihsoysal.com<\/a> sitesini ziyaret edebilirsiniz.<\/p>\n<p>Ayr\u0131ca, daha detayl\u0131 bilgi i\u00e7in \u015fu kayna\u011fa da bakabilirsiniz: <a href=\"https:\/\/dev.to\/judith677\/126-group-when-encountering-non-null-values-4mk1\">https:\/\/dev.to\/judith677\/126-group-when-encountering-non-null-values-4mk1<\/a><\/p>\n<p>Umar\u0131m bu makale, bo\u015f olmayan de\u011ferlere g\u00f6re gruplama i\u015flemini anlaman\u0131za yard\u0131mc\u0131 olmu\u015ftur.<\/p>\n<p>#Etiketler: SQL, gruplama, bo\u015f de\u011fer, null de\u011fer, veri i\u015fleme, programlama, veritaban\u0131, \u00f6rnekler, kod, Python, Fatih Soysal<\/p>\n<p><\/body><br \/>\n<\/html><\/p>\n","protected":false},"excerpt":{"rendered":"Bo\u015f Olmayan De\u011ferlerde Gruplama Veri analizi ve i\u015fleme s\u00fcre\u00e7lerinde s\u0131kl\u0131kla kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z bir durum, verinin baz\u0131 k\u0131s\u0131mlar\u0131n\u0131n bo\u015f veya&hellip;","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-8766","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v25.3.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Bo\u015f Olmayan De\u011ferlerde Gruplama<\/title>\n<meta name=\"description\" content=\"Veri analizi ve i\u015fleme s\u00fcre\u00e7lerinde s\u0131kl\u0131kla kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z bir durum, verinin baz\u0131 k\u0131s\u0131mlar\u0131n\u0131n bo\u015f veya NULL de\u011ferler i\u00e7ermesidir. Bu durum, verimizi do\u011fru bir \u015fekilde analiz etmemizi ve raporlama yapmam\u0131z\u0131 zorla\u015ft\u0131rabilir. Bu yaz\u0131da, verilerimizde bo\u015f olmayan de\u011ferlere g\u00f6re nas\u0131l etkili bir gruplama yapabilece\u011fimizden bahsedece\u011fiz. \u00d6zellikle SQL ve programlama dillerindeki uygulamalar\u0131na de\u011finece\u011fiz.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/bos-olmayan-degerlerde-gruplama\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Bo\u015f Olmayan De\u011ferlerde Gruplama\" \/>\n<meta property=\"og:description\" content=\"Veri analizi ve i\u015fleme s\u00fcre\u00e7lerinde s\u0131kl\u0131kla kar\u015f\u0131la\u015ft\u0131\u011f\u0131m\u0131z bir durum, verinin baz\u0131 k\u0131s\u0131mlar\u0131n\u0131n bo\u015f veya NULL de\u011ferler i\u00e7ermesidir. 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