{"id":1939,"date":"2023-07-24T09:23:30","date_gmt":"2023-07-24T09:23:30","guid":{"rendered":"https:\/\/statorials.org\/tr\/matplotlib-yogunluk-grafigi\/"},"modified":"2023-07-24T09:23:30","modified_gmt":"2023-07-24T09:23:30","slug":"matplotlib-yogunluk-grafigi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/matplotlib-yogunluk-grafigi\/","title":{"rendered":"Matplotlib&#39;de yo\u011funluk grafi\u011fi nas\u0131l olu\u015fturulur (\u00f6rneklerle)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Matplotlib&#8217;de yo\u011funluk grafi\u011fi olu\u015fturman\u0131n en kolay yolu deniz do\u011fu\u015fu g\u00f6rselle\u015ftirme k\u00fct\u00fcphanesindeki <a href=\"https:\/\/seaborn.pydata.org\/generated\/seaborn.kdeplot.html\" target=\"_blank\" rel=\"noopener\">kdeplot()<\/a> fonksiyonunu kullanmakt\u0131r:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#define data<\/span>\ndata = [value1, value2, value3, ...]\n\n<span style=\"color: #008080;\">#create density plot of data\n<\/span>sns. <span style=\"color: #3366ff;\">kdeplot<\/span> (data)\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki \u00f6rnekler bu fonksiyonun pratikte nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6stermektedir.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 1: Temel yo\u011funluk grafi\u011fi olu\u015fturma<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">A\u015fa\u011f\u0131daki kod Seaborn&#8217;da temel yo\u011funluk grafi\u011finin nas\u0131l olu\u015fturulaca\u011f\u0131n\u0131 g\u00f6sterir:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#define data<\/span>\ndata = [2, 2, 3, 5, 6, 6, 7, 8, 9, 10, 12, 12, 13, 15, 16]\n\n<span style=\"color: #008080;\">#create density plot of data\n<\/span>sns. <span style=\"color: #3366ff;\">kdeplot<\/span> (data)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-18449\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/densiteseaborn1.png\" alt=\"Seaborn'daki yo\u011funluk grafi\u011fi\" width=\"525\" height=\"373\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">X ekseni veri de\u011ferlerini, y ekseni ise kar\u015f\u0131l\u0131k gelen olas\u0131l\u0131k yo\u011funluk de\u011ferlerini g\u00f6sterir.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 2: Yo\u011funluk grafi\u011finin d\u00fczg\u00fcnl\u00fc\u011f\u00fcn\u00fcn ayarlanmas\u0131<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Yo\u011funluk grafi\u011finin d\u00fczg\u00fcnl\u00fc\u011f\u00fcn\u00fc ayarlamak i\u00e7in <strong>bw_method<\/strong> ba\u011f\u0131ms\u0131z de\u011fi\u015fkenini kullanabilirsiniz. Daha d\u00fc\u015f\u00fck de\u011ferler daha &#8220;dalgal\u0131&#8221; bir yola yol a\u00e7ar.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#define data<\/span>\ndata = [2, 2, 3, 5, 6, 6, 7, 8, 9, 10, 12, 12, 13, 15, 16]\n\n<span style=\"color: #008080;\">#create density plot of data with low bw_method value\n<\/span>sns. <span style=\"color: #3366ff;\">kdeplot<\/span> (data, bw_method = <span style=\"color: #008000;\">.3<\/span> )<\/strong> <\/pre>\n<h3><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18450 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/densiteseaborn2.png\" alt=\"\" width=\"498\" height=\"360\" srcset=\"\" sizes=\"auto, \"><\/h3>\n<p> <span style=\"color: #000000;\">Tersine, <strong>bw_method<\/strong> i\u00e7in daha y\u00fcksek de\u011ferler daha d\u00fczg\u00fcn bir \u00e7izime yol a\u00e7ar:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#define data<\/span>\ndata = [2, 2, 3, 5, 6, 6, 7, 8, 9, 10, 12, 12, 13, 15, 16]\n\n<span style=\"color: #008080;\">#create density plot of data with high bw_method value\n<\/span>sns. <span style=\"color: #3366ff;\">kdeplot<\/span> (data, bw_method = <span style=\"color: #008000;\">.8<\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18451 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/densiteseaborn3.png\" alt=\"\" width=\"532\" height=\"383\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u00d6rnek 3: Yo\u011funluk grafi\u011fini \u00f6zelle\u015ftirme<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Ayr\u0131ca yo\u011funluk grafi\u011finin rengini ve stilini de \u00f6zelle\u015ftirebilirsiniz:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#define data<\/span>\ndata = [2, 2, 3, 5, 6, 6, 7, 8, 9, 10, 12, 12, 13, 15, 16]\n\n<span style=\"color: #008080;\">#create density plot of data with high bw_method value\n<\/span>sns. <span style=\"color: #3366ff;\">kdeplot<\/span> (data, color=' <span style=\"color: #ff0000;\">red<\/span> ', fill= <span style=\"color: #008000;\">True<\/span> , alpha= <span style=\"color: #008000;\">.3<\/span> , linewidth= <span style=\"color: #008000;\">0<\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18452 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/densiteseaborn4.png\" alt=\"\" width=\"522\" height=\"368\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/tr\/yogunluk-egrileri\/\" target=\"_blank\" rel=\"noopener\">Yo\u011funluk E\u011frilerine Giri\u015f<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/birden-fazla-satir-ciz-matplotlib\/\" target=\"_blank\" rel=\"noopener\">Matplotlib&#8217;de birden fazla sat\u0131r nas\u0131l \u00e7izilir<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/python-histogram-listesi\/\" target=\"_blank\" rel=\"noopener\">Python&#8217;daki bir veri listesinden histogram nas\u0131l \u00e7izilir<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Matplotlib&#8217;de yo\u011funluk grafi\u011fi olu\u015fturman\u0131n en kolay yolu deniz do\u011fu\u015fu g\u00f6rselle\u015ftirme k\u00fct\u00fcphanesindeki kdeplot() fonksiyonunu kullanmakt\u0131r: import seaborn as sns #define data data = [value1, value2, value3, &#8230;] #create density plot of data sns. kdeplot (data) A\u015fa\u011f\u0131daki \u00f6rnekler bu fonksiyonun pratikte nas\u0131l kullan\u0131laca\u011f\u0131n\u0131 g\u00f6stermektedir. \u00d6rnek 1: Temel yo\u011funluk grafi\u011fi olu\u015fturma A\u015fa\u011f\u0131daki kod Seaborn&#8217;da temel yo\u011funluk grafi\u011finin nas\u0131l [&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-1939","post","type-post","status-publish","format-standard","hentry","category-rehber"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.3 - 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