{"id":2095,"date":"2023-07-23T17:39:42","date_gmt":"2023-07-23T17:39:42","guid":{"rendered":"https:\/\/statorials.org\/tr\/pandalar-sitede-gecerlidir\/"},"modified":"2023-07-23T17:39:42","modified_gmt":"2023-07-23T17:39:42","slug":"pandalar-sitede-gecerlidir","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/pandalar-sitede-gecerlidir\/","title":{"rendered":"Pandas application() yerinde nas\u0131l kullan\u0131l\u0131r?"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">pandas <a href=\"https:\/\/pandas.pydata.org\/docs\/reference\/api\/pandas.DataFrame.apply.html\" target=\"_blank\" rel=\"noopener\">application()<\/a> i\u015flevi, bir pandas DataFrame&#8217;in sat\u0131rlar\u0131na veya s\u00fctunlar\u0131na bir i\u015flev uygulamak i\u00e7in kullan\u0131labilir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu i\u015flev, yerinde arg\u00fcman sa\u011flayan <strong>drop()<\/strong> ve <strong>replacement()<\/strong> gibi di\u011fer i\u015flevlerden farkl\u0131d\u0131r:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">drop<\/span> ([' <span style=\"color: #ff0000;\">column1<\/span> '], inplace= <span style=\"color: #008000;\">True<\/span> )\n\ndf. <span style=\"color: #3366ff;\">rename<\/span> ({' <span style=\"color: #ff0000;\">old_column<\/span> ': ' <span style=\"color: #ff0000;\">new_column<\/span> '}, inplace= <span style=\"color: #008000;\">True<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>Apply()<\/strong> fonksiyonunun bir inplace arg\u00fcman\u0131 yoktur, dolay\u0131s\u0131yla bir inplace DataFrame&#8217;i d\u00f6n\u00fc\u015ft\u00fcrmek i\u00e7in a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanmam\u0131z gerekir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df = df. <span style=\"color: #3366ff;\">apply<\/span> ( <span style=\"color: #008000;\">lambda<\/span> x: x* <span style=\"color: #008000;\">2<\/span> )<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnekler, bu s\u00f6zdiziminin pratikte a\u015fa\u011f\u0131daki pandalar DataFrame ile nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">points<\/span> ': [25, 12, 15, 14, 19, 23, 25, 29],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9, 9, 4],\n                   ' <span style=\"color: #ff0000;\">rebounds<\/span> ': [11, 8, 10, 6, 6, 5, 9, 12]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span>df\n\n        points assists rebounds\n0 25 5 11\n1 12 7 8\n2 15 7 10\n3 14 9 6\n4 19 12 6\n5 23 9 5\n6 25 9 9\n7 29 4 12\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 1: Bir s\u00fctun i\u00e7in application() i\u015flevini kullan\u0131n<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, bir veri \u00e7er\u00e7evesi s\u00fctununu yerinde d\u00f6n\u00fc\u015ft\u00fcrmek i\u00e7in <strong>application()<\/strong> i\u015flevinin nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#multiply all values in 'points' column by 2 in place\n<\/span>df. <span style=\"color: #3366ff;\">loc<\/span> [:, ' <span style=\"color: #ff0000;\">points<\/span> '] = df. <span style=\"color: #3366ff;\">points<\/span> . <span style=\"color: #3366ff;\">apply<\/span> ( <span style=\"color: #008000;\">lambda<\/span> x: x* <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#view updated DataFrame<\/span>\ndf\n\npoints assists rebounds\n0 50 5 11\n1 24 7 8\n2 30 7 10\n3 28 9 6\n4 38 12 6\n5 46 9 5\n6 50 9 9\n7 58 4 12\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 2: Birden \u00e7ok s\u00fctun i\u00e7in application() i\u015flevini yerinde kullan\u0131n<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, birden \u00e7ok veri \u00e7er\u00e7evesi s\u00fctununu yerinde d\u00f6n\u00fc\u015ft\u00fcrmek i\u00e7in <strong>application() i\u015flevinin<\/strong> nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">multiply all values in 'points' and 'rebounds' column by 2 in place<\/span>\ndf[[' <span style=\"color: #ff0000;\">points<\/span> ', ' <span style=\"color: #ff0000;\">rebounds<\/span> ']] = df[[' <span style=\"color: #ff0000;\">points<\/span> ', ' <span style=\"color: #ff0000;\">rebounds<\/span> ']]. <span style=\"color: #3366ff;\">apply<\/span> ( <span style=\"color: #008000;\">lambda<\/span> x: x* <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span>df\n\n\tpoints assists rebounds\n0 50 5 22\n1 24 7 16\n2 30 7 20\n3 28 9 12\n4 38 12 12\n5 46 9 10\n6 50 9 18\n7 58 4 24\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 3: T\u00fcm s\u00fctunlar i\u00e7in application() i\u015flevini yerinde kullan\u0131n<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, veri \u00e7er\u00e7evesindeki t\u00fcm s\u00fctunlar\u0131 yerinde d\u00f6n\u00fc\u015ft\u00fcrmek i\u00e7in <strong>application() i\u015flevinin<\/strong> nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6sterir:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#multiply values in all columns by 2\n<\/span>df = df. <span style=\"color: #3366ff;\">apply<\/span> ( <span style=\"color: #008000;\">lambda<\/span> x: x* <span style=\"color: #008000;\">2<\/span> )\n\n<span style=\"color: #008080;\">#view updated DataFrame<\/span>\ndf\n\n\tpoints assists rebounds\n0 50 10 22\n1 24 14 16\n2 30 14 20\n3 28 18 12\n4 38 24 12\n5 46 18 10\n6 50 18 18\n7 58 8 24\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki e\u011fitimlerde pandalarda di\u011fer ortak i\u015flevlerin nas\u0131l ger\u00e7ekle\u015ftirilece\u011fi a\u00e7\u0131klanmaktad\u0131r:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/tr\/panda-sutunlari-mi\/\" target=\"_blank\" rel=\"noopener\">Pandalar&#8217;da s\u00fctunlar\u0131n toplam\u0131 nas\u0131l hesaplan\u0131r?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/ortalama-pandalar-sutunu\/\" target=\"_blank\" rel=\"noopener\">Pandalar&#8217;daki s\u00fctunlar\u0131n ortalamas\u0131 nas\u0131l hesaplan\u0131r?<\/a><br \/> Pandalarda s\u00fctunlar\u0131n maksimum de\u011feri nas\u0131l bulunur?<\/p>\n","protected":false},"excerpt":{"rendered":"<p>pandas application() i\u015flevi, bir pandas DataFrame&#8217;in sat\u0131rlar\u0131na veya s\u00fctunlar\u0131na bir i\u015flev uygulamak i\u00e7in kullan\u0131labilir. Bu i\u015flev, yerinde arg\u00fcman sa\u011flayan drop() ve replacement() gibi di\u011fer i\u015flevlerden farkl\u0131d\u0131r: df. drop ([&#8216; column1 &#8216;], inplace= True ) df. rename ({&#8216; old_column &#8216;: &#8216; new_column &#8216;}, inplace= True ) Apply() fonksiyonunun bir inplace arg\u00fcman\u0131 yoktur, dolay\u0131s\u0131yla bir inplace DataFrame&#8217;i [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-2095","post","type-post","status-publish","format-standard","hentry","category-rehber"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Pandas application() yerinde nas\u0131l kullan\u0131l\u0131r \u2013 Statorials<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde pandas application() 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