{"id":867,"date":"2023-07-28T12:05:41","date_gmt":"2023-07-28T12:05:41","guid":{"rendered":"https:\/\/statorials.org\/tr\/guven-araligi-python-grafigi\/"},"modified":"2023-07-28T12:05:41","modified_gmt":"2023-07-28T12:05:41","slug":"guven-araligi-python-grafigi","status":"publish","type":"post","link":"https:\/\/statorials.org\/tr\/guven-araligi-python-grafigi\/","title":{"rendered":"Python&#39;da g\u00fcven aral\u0131\u011f\u0131 nas\u0131l \u00e7izilir"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>G\u00fcven aral\u0131\u011f\u0131,<\/strong> belirli bir g\u00fcven d\u00fczeyine sahip bir pop\u00fclasyon parametresini i\u00e7ermesi muhtemel bir de\u011fer aral\u0131\u011f\u0131d\u0131r.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Bu e\u011fitimde <a href=\"https:\/\/seaborn.pydata.org\/index.html\" target=\"_blank\" rel=\"noopener\">, Seaborn g\u00f6rselle\u015ftirme k\u00fct\u00fcphanesini<\/a> kullanarak Python&#8217;da bir veri k\u00fcmesi i\u00e7in g\u00fcven aral\u0131\u011f\u0131n\u0131n nas\u0131l \u00e7izilece\u011fi a\u00e7\u0131klanmaktad\u0131r.<\/span><\/p>\n<h3> <strong><span style=\"color: #000000;\">Lineplot() kullanarak g\u00fcven aral\u0131klar\u0131n\u0131n grafi\u011fini \u00e7izme<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">Bir g\u00fcven aral\u0131\u011f\u0131 \u00e7izmenin ilk yolu, bir veri k\u00fcmesindeki t\u00fcm veri noktalar\u0131n\u0131 bir \u00e7izgiyle birle\u015ftiren ve her noktan\u0131n etraf\u0131nda bir g\u00fcven band\u0131 g\u00f6r\u00fcnt\u00fcleyen<a href=\"https:\/\/seaborn.pydata.org\/generated\/seaborn.lineplot.html\" target=\"_blank\" rel=\"noopener\">lineplot() i\u015flevini<\/a> kullanmakt\u0131r:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> numpy <span style=\"color: #107d3f;\">as<\/span> np\n<span style=\"color: #107d3f;\">import<\/span> seaborn <span style=\"color: #107d3f;\">as<\/span> sns\n<span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n<span style=\"color: #008080;\">\n#create some random data<\/span>\nnp.random.seed(0)\nx = np.random.randint(1, 10, 30)\ny = x+np.random.normal(0, 1, 30)\n\n<span style=\"color: #008080;\">#create lineplot<\/span>\nax = sns.lineplot(x, y)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9400 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/plotcipython1.png\" alt=\"Python'da G\u00fcven Aral\u0131\u011f\u0131 Tablosu\" width=\"401\" height=\"279\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">Varsay\u0131lan olarak lineplot() i\u015flevi %95&#8217;lik bir g\u00fcven aral\u0131\u011f\u0131 kullan\u0131r ancak <strong>ci<\/strong> komutuyla kullan\u0131lacak g\u00fcven d\u00fczeyini belirtebilir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">G\u00fcven d\u00fczeyi ne kadar k\u00fc\u00e7\u00fckse, \u00e7izgi etraf\u0131ndaki g\u00fcven aral\u0131\u011f\u0131 da o kadar dar olur. \u00d6rne\u011fin, tam olarak ayn\u0131 veri seti i\u00e7in %80 g\u00fcven aral\u0131\u011f\u0131 \u015fu \u015fekilde g\u00f6r\u00fcn\u00fcr:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create lineplot\n<\/span>ax = sns.lineplot(x, y, ci= <span style=\"color: #008000;\">80<\/span> )\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-9401 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/plotcipython2.png\" alt=\"Seaborn kullanarak Python'da g\u00fcven aral\u0131\u011f\u0131\" width=\"401\" height=\"269\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <strong><span style=\"color: #000000;\">Regplot() kullanarak g\u00fcven aral\u0131klar\u0131n\u0131n grafi\u011fini \u00e7izme<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">Tahmini regresyon \u00e7izgisi etraf\u0131ndaki g\u00fcven bantlar\u0131 ile bir veri k\u00fcmesinin da\u011f\u0131l\u0131m grafi\u011fini g\u00f6r\u00fcnt\u00fcleyen <a href=\"https:\/\/seaborn.pydata.org\/generated\/seaborn.regplot.html\" target=\"_blank\" rel=\"noopener\">regplot() i\u015flevini<\/a> kullanarak g\u00fcven aral\u0131klar\u0131n\u0131 da \u00e7izebilirsiniz:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> numpy <span style=\"color: #107d3f;\">as<\/span> np\n<span style=\"color: #107d3f;\">import<\/span> seaborn <span style=\"color: #107d3f;\">as<\/span> sns\n<span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n<span style=\"color: #008080;\">\n#create some random data<\/span>\nnp.random.seed(0)\nx = np.random.randint(1, 10, 30)\ny = x+np.random.normal(0, 1, 30)\n\n<span style=\"color: #008080;\">#create regplot<\/span>\nax = sns.regplot(x, y)<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9402 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/plotcipython3.png\" alt=\"Python'da g\u00fcven aral\u0131\u011f\u0131na sahip da\u011f\u0131l\u0131m grafi\u011fi\" width=\"399\" height=\"268\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">lineplot()&#8217;a benzer \u015fekilde, regplot() i\u015flevi varsay\u0131lan olarak %95 g\u00fcven aral\u0131\u011f\u0131na sahiptir ancak <strong>ci<\/strong> komutuyla kullan\u0131lacak g\u00fcven d\u00fczeyini belirleyebilir.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Yine g\u00fcven d\u00fczeyi ne kadar k\u00fc\u00e7\u00fckse, regresyon \u00e7izgisinin etraf\u0131ndaki g\u00fcven aral\u0131\u011f\u0131 da o kadar dar olacakt\u0131r. \u00d6rne\u011fin, tam olarak ayn\u0131 veri seti i\u00e7in %80 g\u00fcven aral\u0131\u011f\u0131 \u015fu \u015fekilde g\u00f6r\u00fcn\u00fcr:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create regplot<\/span>\nax = sns.regplot(x, y, ci= <span style=\"color: #008000;\">80<\/span> )\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9403 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/plotcipython4.png\" alt=\"Python'da G\u00fcven Aral\u0131\u011f\u0131n\u0131n \u00c7izilmesi\" width=\"399\" height=\"264\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Ek kaynaklar<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/tr\/guvenilirlik-araligi\/\">G\u00fcven aral\u0131klar\u0131 nedir?<\/a><br \/> <a href=\"https:\/\/statorials.org\/tr\/python-guven-araliklari\/\">Python&#8217;da g\u00fcven aral\u0131klar\u0131 nas\u0131l hesaplan\u0131r<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>G\u00fcven aral\u0131\u011f\u0131, belirli bir g\u00fcven d\u00fczeyine sahip bir pop\u00fclasyon parametresini i\u00e7ermesi muhtemel bir de\u011fer aral\u0131\u011f\u0131d\u0131r. Bu e\u011fitimde , Seaborn g\u00f6rselle\u015ftirme k\u00fct\u00fcphanesini kullanarak Python&#8217;da bir veri k\u00fcmesi i\u00e7in g\u00fcven aral\u0131\u011f\u0131n\u0131n nas\u0131l \u00e7izilece\u011fi a\u00e7\u0131klanmaktad\u0131r. Lineplot() kullanarak g\u00fcven aral\u0131klar\u0131n\u0131n grafi\u011fini \u00e7izme Bir g\u00fcven aral\u0131\u011f\u0131 \u00e7izmenin ilk yolu, bir veri k\u00fcmesindeki t\u00fcm veri noktalar\u0131n\u0131 bir \u00e7izgiyle birle\u015ftiren ve her [&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-867","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 G\u00fcven Aral\u0131\u011f\u0131 Nas\u0131l \u00c7izilir - Statorials<\/title>\n<meta name=\"description\" content=\"Python&#039;da g\u00fcven aral\u0131\u011f\u0131n\u0131n nas\u0131l \u00e7izilece\u011fine 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\/guven-araligi-python-grafigi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python&#039;da G\u00fcven Aral\u0131\u011f\u0131 Nas\u0131l \u00c7izilir - 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