{"id":3273,"date":"2023-07-18T08:39:13","date_gmt":"2023-07-18T08:39:13","guid":{"rendered":"https:\/\/statorials.org\/tr\/pandalar-lambda-uygular\/"},"modified":"2023-07-18T08:39:13","modified_gmt":"2023-07-18T08:39:13","slug":"pandalar-lambda-uygular","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/pandalar-lambda-uygular\/","title":{"rendered":"Pandalar: apply ve lambda&#39;y\u0131 birlikte kullanma"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Bir pandan\u0131n DataFrame&#8217;ine lambda i\u015flevi uygulamak i\u00e7in a\u015fa\u011f\u0131daki temel s\u00f6zdizimini kullanabilirsiniz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df[' <span style=\"color: #ff0000;\">col<\/span> '] = df[' <span style=\"color: #ff0000;\">col<\/span> ']. <span style=\"color: #3366ff;\">apply<\/span> ( <span style=\"color: #008000;\">lambda<\/span> x: ' <span style=\"color: #ff0000;\">value1<\/span> ' <span style=\"color: #008000;\">if<\/span> x &lt; 20 <span style=\"color: #008000;\">else<\/span> ' <span style=\"color: #ff0000;\">value2<\/span> ')\n<\/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;\">team<\/span> ': ['A', 'B', 'C', 'D', 'E', 'F', 'G', 'H'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [18, 22, 19, 14, 14, 11, 20, 28],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9, 9, 4]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists\n0 to 18 5\n1 B 22 7\n2 C 19 7\n3 D 14 9\n4 E 14 12\n5 F 11 9\n6 G 20 9\n7:28 a.m. 4\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 1: Yeni bir s\u00fctun olu\u015fturmak i\u00e7in Uygula ve Lambda&#8217;y\u0131 kullan\u0131n<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, de\u011ferleri mevcut bir s\u00fctunun de\u011ferlerine ba\u011fl\u0131 olan yeni bir s\u00fctun olu\u015fturmak i\u00e7in <strong>application<\/strong> ve <strong>lambda&#8217;n\u0131n<\/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;\">#create new column called 'status'\n<span style=\"color: #000000;\">df[' <span style=\"color: #ff0000;\">status<\/span> '] = df[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">apply<\/span> ( <span style=\"color: #008000;\">lambda<\/span> x: ' <span style=\"color: #ff0000;\">Bad<\/span> ' <span style=\"color: #008000;\">if<\/span> x &lt; 20 <span style=\"color: #008000;\">else<\/span> ' <span style=\"color: #ff0000;\">Good<\/span> ')\n<\/span>\n#view updated DataFrame\n<span style=\"color: #000000;\"><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists status\n0 A 18 5 Bad\n1 B 22 7 Good\n2 C 19 7 Bad\n3 D 14 9 Bad\n4 E 14 12 Bad\n5 F 11 9 Bad\n6 G 20 9 Good\n7:28 4 Good<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Bu \u00f6rnekte, a\u015fa\u011f\u0131daki de\u011ferleri alan <strong>durum<\/strong> ad\u0131nda yeni bir s\u00fctun olu\u015fturduk:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">Puan s\u00fctunundaki de\u011fer 20&#8217;den k\u00fc\u00e7\u00fckse &#8216; <strong>K\u00f6t\u00fc<\/strong> &#8216;.<\/span><\/li>\n<li> <span style=\"color: #000000;\">Puan s\u00fctunundaki de\u011fer 20&#8217;den b\u00fcy\u00fck veya ona e\u015fitse &#8216; <strong>\u0130yi<\/strong> &#8216;.<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 2: Mevcut bir s\u00fctunu de\u011fi\u015ftirmek i\u00e7in Uygula ve Lambda&#8217;y\u0131 kullan\u0131n<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod, DataFrame&#8217;de mevcut bir s\u00fctunu de\u011fi\u015ftirmek i\u00e7in <strong>application<\/strong> ve <strong>lambda&#8217;n\u0131n<\/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;\">#modify existing 'points' column\n<span style=\"color: #000000;\">df[' <span style=\"color: #ff0000;\">points<\/span> '] = df[' <span style=\"color: #ff0000;\">points<\/span> ']. <span style=\"color: #3366ff;\">apply<\/span> ( <span style=\"color: #008000;\">lambda<\/span> x: x\/2 <span style=\"color: #008000;\">if<\/span> x &lt; 20 <span style=\"color: #008000;\">else<\/span> x*2)\n\n<span style=\"color: #008080;\">#view updated DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists\n0 to 9.0 5\n1 B 44.0 7\n2 C 9.5 7\n3D 7.0 9\n4 E 7.0 12\n5 F 5.5 9\n6 G 40.0 9\n7 A.M. 56.0 4<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Bu \u00f6rnekte, lambda fonksiyonunda a\u015fa\u011f\u0131daki kural\u0131 kullanarak mevcut <strong>nokta<\/strong> s\u00fctununun de\u011ferlerini de\u011fi\u015ftiriyoruz:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">De\u011fer 20&#8217;den k\u00fc\u00e7\u00fckse de\u011feri 2&#8217;ye b\u00f6l\u00fcn.<\/span><\/span><\/li>\n<li> <span style=\"color: #000000;\"><span style=\"color: #000000;\">De\u011fer 20&#8217;den b\u00fcy\u00fck veya ona e\u015fitse de\u011feri 2 ile \u00e7arp\u0131n.<\/span><\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Bu lambda fonksiyonunu kullanarak mevcut <strong>nokta<\/strong> s\u00fctununun de\u011ferlerini de\u011fi\u015ftirebildik.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h2>\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\/pandalar-grup-basvurusunda-bulunur\/\" target=\"_blank\" rel=\"noopener\">Pandas Groupby&#8217;ye bir i\u015flev nas\u0131l uygulan\u0131r?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/pandalar-baska-bir-sutunla-dolduruyor\/\" target=\"_blank\" rel=\"noopener\">NaN, Pandas&#8217;ta ba\u015fka bir s\u00fctundaki de\u011ferlerle nas\u0131l doldurulur?<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bir pandan\u0131n DataFrame&#8217;ine lambda i\u015flevi uygulamak i\u00e7in a\u015fa\u011f\u0131daki temel s\u00f6zdizimini kullanabilirsiniz: df[&#8216; col &#8216;] = df[&#8216; col &#8216;]. apply ( lambda x: &#8216; value1 &#8216; if x &lt; 20 else &#8216; value2 &#8216;) 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: import pandas as pd #createDataFrame df = pd. DataFrame ({&#8216; [&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-3273","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>Pandalar: Apply ve Lambda birlikte nas\u0131l kullan\u0131l\u0131r?<\/title>\n<meta name=\"description\" content=\"Bu e\u011fitimde, bir pandan\u0131n DataFrame&#039;ine lambda fonksiyonunun nas\u0131l uygulanaca\u011f\u0131 birka\u00e7 \u00f6rnekle a\u00e7\u0131klanmaktad\u0131r.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/tr\/pandalar-lambda-uygular\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pandalar: Apply ve Lambda birlikte nas\u0131l kullan\u0131l\u0131r?\" \/>\n<meta property=\"og:description\" content=\"Bu e\u011fitimde, bir pandan\u0131n DataFrame&#039;ine lambda fonksiyonunun nas\u0131l uygulanaca\u011f\u0131 birka\u00e7 \u00f6rnekle a\u00e7\u0131klanmaktad\u0131r.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/pandalar-lambda-uygular\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-18T08:39:13+00:00\" \/>\n<meta name=\"author\" content=\"Dr.benjamin anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Dr.benjamin anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/tr\/pandalar-lambda-uygular\/\",\"url\":\"https:\/\/statorials.org\/tr\/pandalar-lambda-uygular\/\",\"name\":\"Pandalar: Apply ve Lambda birlikte nas\u0131l kullan\u0131l\u0131r?\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-18T08:39:13+00:00\",\"dateModified\":\"2023-07-18T08:39:13+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Bu e\u011fitimde, bir pandan\u0131n DataFrame&#39;ine lambda fonksiyonunun nas\u0131l uygulanaca\u011f\u0131 birka\u00e7 \u00f6rnekle a\u00e7\u0131klanmaktad\u0131r.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/pandalar-lambda-uygular\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/pandalar-lambda-uygular\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/pandalar-lambda-uygular\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Pandalar: apply ve lambda&#39;y\u0131 birlikte kullanma\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/tr\/#website\",\"url\":\"https:\/\/statorials.org\/tr\/\",\"name\":\"Statorials\",\"description\":\"\u0130statistik okuryazarl\u0131\u011f\u0131 rehberiniz!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/tr\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"tr\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\",\"name\":\"Dr.benjamin anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/tr\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/tr\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"Dr.benjamin anderson\"},\"description\":\"Merhaba, ben Benjamin, emekli bir istatistik profes\u00f6r\u00fc ve Statorials \u00f6\u011fretmenine d\u00f6n\u00fc\u015ft\u00fcm. \u0130statistik alan\u0131ndaki kapsaml\u0131 deneyimim ve uzmanl\u0131\u011f\u0131mla, \u00f6\u011frencilerimi Statorials arac\u0131l\u0131\u011f\u0131yla g\u00fc\u00e7lendirmek i\u00e7in bilgilerimi payla\u015fmaya can at\u0131yorum. 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