{"id":853,"date":"2023-07-28T13:14:00","date_gmt":"2023-07-28T13:14:00","guid":{"rendered":"https:\/\/statorials.org\/tr\/piton-frekans-tablolari\/"},"modified":"2023-07-28T13:14:00","modified_gmt":"2023-07-28T13:14:00","slug":"piton-frekans-tablolari","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/piton-frekans-tablolari\/","title":{"rendered":"Python&#39;da frekans tablolar\u0131 nas\u0131l olu\u015fturulur"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>Frekans tablosu,<\/strong> farkl\u0131 kategorilerin frekanslar\u0131n\u0131 g\u00f6steren bir tablodur. Bu tablo t\u00fcr\u00fc \u00f6zellikle bir veri k\u00fcmesindeki de\u011ferlerin da\u011f\u0131l\u0131m\u0131n\u0131 anlamak i\u00e7in kullan\u0131\u015fl\u0131d\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde Python&#8217;da frekans tablolar\u0131n\u0131n nas\u0131l olu\u015fturulaca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Bir seri i\u00e7in tek y\u00f6nl\u00fc frekans tablosu<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Bir panda serisindeki bireysel de\u011ferlerin frekanslar\u0131n\u0131 bulmak i\u00e7in <strong>value_counts()<\/strong> i\u015flevini kullanabilirsiniz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#defineSeries<\/span>\ndata = pd.Series([1, 1, 1, 2, 3, 3, 3, 3, 4, 4, 5])\n\n<span style=\"color: #008080;\">#find frequencies of each value\n<\/span>data.value_counts()\n\n3 4\n1 3\n4 2\n5 1\n2 1\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Veri de\u011ferlerinin s\u0131kl\u0131\u011fa g\u00f6re s\u0131ralanmas\u0131n\u0131 istemiyorsan\u0131z <strong>sort=False<\/strong> arg\u00fcman\u0131n\u0131 ekleyebilirsiniz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>data.value_counts(sort= <span style=\"color: #008000;\">False<\/span> )\n\n1 3\n2 1\n3 4\n4 2\n5 1<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Sonucun yorumlanma \u015fekli \u015fu \u015fekildedir:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u201c1\u201d de\u011feri seride <strong>3<\/strong> kez kar\u015f\u0131m\u0131za \u00e7\u0131kar.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u201c2\u201d de\u011feri seride <strong>1<\/strong> kez g\u00f6r\u00fcn\u00fcr.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u201c3\u201d de\u011feri seride <strong>4<\/strong> kez ge\u00e7mektedir.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Ve benzeri.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>DataFrame<\/strong><\/span> <span style=\"color: #000000;\"><strong>i\u00e7in tek y\u00f6nl\u00fc frekans tablosu<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Bir pandan\u0131n DataFrame frekanslar\u0131n\u0131 bulmak i\u00e7in a\u015fa\u011f\u0131daki s\u00f6zdizimini kullanan <strong>crosstab<\/strong> <strong>()<\/strong> i\u015flevini kullanabilirsiniz:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u00e7apraz tablo (dizinler, s\u00fctunlar)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">Alt\u0131n:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>indeks:<\/strong> grupland\u0131r\u0131lacak s\u00fctunun ad\u0131<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>s\u00fctunlar:<\/strong> s\u0131kl\u0131k s\u00fctununa verilecek ad<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u00d6rne\u011fin, bir s\u0131n\u0131ftaki 10 farkl\u0131 \u00f6\u011frencinin s\u0131n\u0131f, ya\u015f ve cinsiyet bilgilerini i\u00e7eren bir DataFrame&#8217;imiz oldu\u011funu varsayal\u0131m. Her harf notunun s\u0131kl\u0131\u011f\u0131n\u0131 \u015fu \u015fekilde bulabilirsiniz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data<\/span>\ndf = pd.DataFrame({'Grade': ['A','A','A','B','B', 'B', 'B', 'C', 'D', 'D '],\n                   'Age': [18, 18, 18, 19, 19, 20, 18, 18, 19, 19],\n                   'Gender': ['M','M', 'F', 'F', 'F', 'M', 'M', 'F', 'M', 'F']})\n<span style=\"color: #008080;\">\n#view data<\/span>\ndf\n\n\tGrade Age Gender\n0 to 18 m\n1 to 18 m\n2 A 18 F\n3 B 19 F\n4 B 19 F\n5 B 20 M\n6 B 18 M\n7 C 18 F\n8 D 19 M\n9 D 19 F \t  \n\n<span style=\"color: #008080;\">#find frequency of each letter grade\n<\/span>pd.crosstab(index=df[' <span style=\"color: #008000;\">Grade<\/span> '], columns=' <span style=\"color: #008000;\">count<\/span> ')\n\ncol_0 count\nGrade\t\nAt 3\nB4\nC 1\nD 2<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Bunu yorumlaman\u0131n yolu \u015fudur:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">S\u0131n\u0131fta <strong>3<\/strong> \u00f6\u011frenci \u201cA\u201d ald\u0131.<\/span><\/li>\n<li> <span style=\"color: #000000;\">S\u0131n\u0131fta <strong>4<\/strong> \u00f6\u011frenci \u201cB\u201d ald\u0131.<\/span><\/li>\n<li> <span style=\"color: #000000;\">S\u0131n\u0131fta <strong>1<\/strong> \u00f6\u011frenci \u201cC\u201d ald\u0131.<\/span><\/li>\n<li> <span style=\"color: #000000;\">S\u0131n\u0131fta <strong>2<\/strong> \u00f6\u011frenci \u201cD\u201d ald\u0131.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Di\u011fer s\u00fctunlar\u0131n s\u0131kl\u0131k say\u0131lar\u0131n\u0131 bulmak i\u00e7in benzer s\u00f6zdizimini kullanabiliriz. \u00d6rne\u011fin, ya\u015fa g\u00f6re s\u0131kl\u0131\u011f\u0131 nas\u0131l bulaca\u011f\u0131n\u0131z a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>pd.crosstab(index=df[' <span style=\"color: #008000;\">Age<\/span> '], columns=' <span style=\"color: #008000;\">count<\/span> ') \n\ncol_0 count\nAge\t\n18 5\n19 4\n20 1\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Bunu yorumlaman\u0131n yolu \u015fudur:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>5<\/strong> \u00f6\u011frenci 18 ya\u015f\u0131ndad\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>4<\/strong> \u00f6\u011frenci 19 ya\u015f\u0131ndad\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>1<\/strong> \u00f6\u011frenci 20 ya\u015f\u0131ndad\u0131r.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Ayr\u0131ca frekanslar\u0131 toplama b\u00f6lerek veri k\u00fcmesinin oranlar\u0131 olarak da kolayca g\u00f6r\u00fcnt\u00fcleyebilirsiniz:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define crosstab<\/span>\ntab = pd.crosstab(index=df['Age'], columns='count')\n\n<span style=\"color: #008080;\">#find proportions<\/span> \ntab\/tab.sum()\n\ncol_0 count\nAge\t\n18 0.5\n19 0.4\n20 0.1\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Bunu yorumlaman\u0131n yolu \u015fudur:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u00d6\u011frencilerin <strong>%50&#8217;si<\/strong> 18 ya\u015f\u0131ndad\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u00d6\u011frencilerin <strong>%40&#8217;\u0131<\/strong> 19 ya\u015f\u0131ndad\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u00d6\u011frencilerin <strong>%10&#8217;u<\/strong> 20 ya\u015f\u0131ndad\u0131r.<\/span><\/li>\n<\/ul>\n<h3> <span style=\"color: #000000;\"><strong>DataFrame i\u00e7in \u00e7ift y\u00f6nl\u00fc frekans tablolar\u0131<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Ayr\u0131ca veri setindeki iki farkl\u0131 de\u011fi\u015fkenin frekanslar\u0131n\u0131 g\u00f6r\u00fcnt\u00fclemek i\u00e7in iki y\u00f6nl\u00fc bir frekans tablosu da olu\u015fturabilirsiniz. \u00d6rne\u011fin, Ya\u015f ve S\u0131n\u0131f de\u011fi\u015fkenleri i\u00e7in iki y\u00f6nl\u00fc bir s\u0131kl\u0131k tablosunun nas\u0131l olu\u015fturulaca\u011f\u0131 a\u015fa\u011f\u0131da a\u00e7\u0131klanm\u0131\u015ft\u0131r:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>pd.crosstab(index=df[' <span style=\"color: #008000;\">Age<\/span> '], columns=df[' <span style=\"color: #008000;\">Grade<\/span> '])\n\n\nGrade A B C D\nAge\t\t\t\t\n18 3 1 1 0\n19 0 2 0 2\n20 0 1 0 0\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Bunu yorumlaman\u0131n yolu \u015fudur:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">S\u0131n\u0131fta &#8220;A&#8221; alan 18 ya\u015f\u0131nda <strong>3<\/strong> \u00f6\u011frenci bulunmaktad\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\">S\u0131n\u0131fta 18 ya\u015f\u0131nda ve \u201cB\u201d alan <strong>1<\/strong> \u00f6\u011frenci bulunmaktad\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\">S\u0131n\u0131fta 18 ya\u015f\u0131nda C notu alan <strong>1<\/strong> \u00f6\u011frenci bulunmaktad\u0131r.<\/span><\/li>\n<li> <span style=\"color: #000000;\">S\u0131n\u0131fta 18 ya\u015f\u0131nda \u201cD\u201d alan <strong>0<\/strong> \u00f6\u011frenci bulunmaktad\u0131r.<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">Ve benzeri.<\/span><\/p>\n<p> <em><span style=\"color: #000000;\"><strong>crosstab()<\/strong> i\u015flevine ili\u015fkin t\u00fcm belgeleri <a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.crosstab.html\" target=\"_blank\" rel=\"noopener\">burada<\/a> bulabilirsiniz.<\/span><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Frekans tablosu, farkl\u0131 kategorilerin frekanslar\u0131n\u0131 g\u00f6steren bir tablodur. Bu tablo t\u00fcr\u00fc \u00f6zellikle bir veri k\u00fcmesindeki de\u011ferlerin da\u011f\u0131l\u0131m\u0131n\u0131 anlamak i\u00e7in kullan\u0131\u015fl\u0131d\u0131r. Bu e\u011fitimde Python&#8217;da frekans tablolar\u0131n\u0131n nas\u0131l olu\u015fturulaca\u011f\u0131 a\u00e7\u0131klanmaktad\u0131r. Bir seri i\u00e7in tek y\u00f6nl\u00fc frekans tablosu Bir panda serisindeki bireysel de\u011ferlerin frekanslar\u0131n\u0131 bulmak i\u00e7in value_counts() i\u015flevini kullanabilirsiniz: import pandas as pd #defineSeries data = pd.Series([1, 1, [&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-853","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>Python&#039;da Frekans Tablolar\u0131 Nas\u0131l Olu\u015fturulur - Statorials<\/title>\n<meta name=\"description\" content=\"Python&#039;da frekans tablolar\u0131n\u0131n nas\u0131l olu\u015fturulaca\u011f\u0131na dair basit bir a\u00e7\u0131klama.\" \/>\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\/piton-frekans-tablolari\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python&#039;da Frekans Tablolar\u0131 Nas\u0131l Olu\u015fturulur - Statorials\" \/>\n<meta property=\"og:description\" content=\"Python&#039;da frekans tablolar\u0131n\u0131n nas\u0131l olu\u015fturulaca\u011f\u0131na dair basit bir a\u00e7\u0131klama.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/tr\/piton-frekans-tablolari\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-28T13:14:00+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=\"3 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/tr\/piton-frekans-tablolari\/\",\"url\":\"https:\/\/statorials.org\/tr\/piton-frekans-tablolari\/\",\"name\":\"Python&#39;da Frekans Tablolar\u0131 Nas\u0131l Olu\u015fturulur - Statorials\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/tr\/#website\"},\"datePublished\":\"2023-07-28T13:14:00+00:00\",\"dateModified\":\"2023-07-28T13:14:00+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/tr\/#\/schema\/person\/365dc158a39a7c8ae256355451e3de48\"},\"description\":\"Python&#39;da frekans tablolar\u0131n\u0131n nas\u0131l olu\u015fturulaca\u011f\u0131na dair basit bir a\u00e7\u0131klama.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/tr\/piton-frekans-tablolari\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/tr\/piton-frekans-tablolari\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/tr\/piton-frekans-tablolari\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Ev\",\"item\":\"https:\/\/statorials.org\/tr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Python&#39;da frekans tablolar\u0131 nas\u0131l olu\u015fturulur\"}]},{\"@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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