{"id":3362,"date":"2023-07-17T21:21:03","date_gmt":"2023-07-17T21:21:03","guid":{"rendered":"https:\/\/statorials.org\/ru\/%d0%bf%d0%b0%d0%bd%d0%b4%d1%8b-%d0%b2-%d0%bd%d0%b0%d1%82%d1%83%d1%80%d0%b0%d0%bb%d1%8c%d0%bd%d1%83%d1%8e-%d0%b2%d0%b5%d0%bb%d0%b8%d1%87%d0%b8%d0%bd%d1%83\/"},"modified":"2023-07-17T21:21:03","modified_gmt":"2023-07-17T21:21:03","slug":"%d0%bf%d0%b0%d0%bd%d0%b4%d1%8b-%d0%b2-%d0%bd%d0%b0%d1%82%d1%83%d1%80%d0%b0%d0%bb%d1%8c%d0%bd%d1%83%d1%8e-%d0%b2%d0%b5%d0%bb%d0%b8%d1%87%d0%b8%d0%bd%d1%83","status":"publish","type":"post","link":"https:\/\/statorials.org\/ru\/%d0%bf%d0%b0%d0%bd%d0%b4%d1%8b-%d0%b2-%d0%bd%d0%b0%d1%82%d1%83%d1%80%d0%b0%d0%bb%d1%8c%d0%bd%d1%83%d1%8e-%d0%b2%d0%b5%d0%bb%d0%b8%d1%87%d0%b8%d0%bd%d1%83\/","title":{"rendered":"\u041a\u0430\u043a \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0444\u0438\u0433\u0443\u0440\u044b \u043d\u0430 \u0433\u0440\u0430\u0444\u0438\u043a\u0435 \u043f\u0430\u043d\u0434\u044b"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0412\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440 <strong>figsize<\/strong> , \u0447\u0442\u043e\u0431\u044b \u0431\u044b\u0441\u0442\u0440\u043e \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0444\u0438\u0433\u0443\u0440\u044b \u0433\u0440\u0430\u0444\u0438\u043a\u0430 \u0432 \u043f\u0430\u043d\u0434\u0430\u0445:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df. <span style=\"color: #3366ff;\">plot<\/span> . <span style=\"color: #3366ff;\">scatter<\/span> (x=' <span style=\"color: #ff0000;\">x<\/span> ' <span style=\"color: #008000;\">,<\/span> y=' <span style=\"color: #ff0000;\">y<\/span> ', figsize=( <span style=\"color: #008000;\">8,4<\/span> ))\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u041f\u0435\u0440\u0432\u043e\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0430 <strong>figsize<\/strong> \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u0442 <strong>\u0448\u0438\u0440\u0438\u043d\u0443<\/strong> , \u0430 \u0432\u0442\u043e\u0440\u043e\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u0442 <strong>\u0432\u044b\u0441\u043e\u0442\u0443<\/strong> \u0433\u0440\u0430\u0444\u0438\u043a\u0430.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0412 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0445 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u0445 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \u043a\u0430\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u044d\u0442\u043e\u0442 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440 \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0435 \u0441\u043e \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c DataFrame pandas:<\/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;\">#create DatFrame\n<span style=\"color: #000000;\">df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">x<\/span> ': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10],\n                   ' <span style=\"color: #ff0000;\">y<\/span> ': [5, 7, 7, 9, 10, 14, 13, 15, 19, 16]})\n\n<span style=\"color: #008080;\">#view head of DataFrame\n<\/span>df. <span style=\"color: #3366ff;\">head<\/span> ()\n\n        x y\n0 1 5\n1 2 7\n2 3 7\n3 4 9\n4 5 10\n<\/span><\/span><\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0435\u0440 1. \u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u0433\u0440\u0430\u0444\u0438\u043a \u0441 \u0440\u0430\u0437\u043c\u0435\u0440\u043e\u043c \u043f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u044e.<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442, \u043a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u0443 \u0440\u0430\u0441\u0441\u0435\u044f\u043d\u0438\u044f \u0432 pandas, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u0440\u0430\u0437\u043c\u0435\u0440 \u0433\u0440\u0430\u0444\u0438\u043a\u0430 \u043f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u044e:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create scatter plot with default size\n<\/span>df. <span style=\"color: #3366ff;\">plot<\/span> . <span style=\"color: #3366ff;\">scatter<\/span> (x=' <span style=\"color: #ff0000;\">x<\/span> ', y=' <span style=\"color: #ff0000;\">y<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-28258 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/taille1.jpg\" alt=\"\" width=\"456\" height=\"303\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0435\u0440 2. \u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u0433\u043e\u0440\u0438\u0437\u043e\u043d\u0442\u0430\u043b\u044c\u043d\u044b\u0439 \u043f\u0443\u0442\u044c<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442, \u043a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043e\u0431\u043b\u0430\u043a\u043e \u0442\u043e\u0447\u0435\u043a \u0432 pandas, \u0448\u0438\u0440\u0438\u043d\u0430 \u043a\u043e\u0442\u043e\u0440\u043e\u0433\u043e \u0432 \u0434\u0432\u0430 \u0440\u0430\u0437\u0430 \u043f\u0440\u0435\u0432\u044b\u0448\u0430\u0435\u0442 \u0432\u044b\u0441\u043e\u0442\u0443:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create scatter plot with longer width than height\n<\/span>df. <span style=\"color: #3366ff;\">plot<\/span> . <span style=\"color: #3366ff;\">scatter<\/span> (x=' <span style=\"color: #ff0000;\">x<\/span> ' <span style=\"color: #008000;\">,<\/span> y=' <span style=\"color: #ff0000;\">y<\/span> ', figsize=( <span style=\"color: #008000;\">8,4<\/span> ))\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-28259 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/taille2.jpg\" alt=\"\" width=\"561\" height=\"297\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u041e\u0431\u0440\u0430\u0442\u0438\u0442\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435, \u0447\u0442\u043e \u0443\u0447\u0430\u0441\u0442\u043e\u043a \u0433\u043e\u0440\u0430\u0437\u0434\u043e \u0448\u0438\u0440\u0435, \u0447\u0435\u043c \u0432\u044b\u0441\u043e\u043a.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0435\u0440 3. \u0421\u043e\u0437\u0434\u0430\u0439\u0442\u0435 \u0432\u0435\u0440\u0442\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u0439 \u043f\u0443\u0442\u044c<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442, \u043a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043e\u0431\u043b\u0430\u043a\u043e \u0442\u043e\u0447\u0435\u043a \u0432 pandas, \u0432\u044b\u0441\u043e\u0442\u0430 \u043a\u043e\u0442\u043e\u0440\u043e\u0433\u043e \u0432 \u0434\u0432\u0430 \u0440\u0430\u0437\u0430 \u043f\u0440\u0435\u0432\u044b\u0448\u0430\u0435\u0442 \u0448\u0438\u0440\u0438\u043d\u0443:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create scatter plot with longer height than width \n<\/span>df. <span style=\"color: #3366ff;\">plot<\/span> . <span style=\"color: #3366ff;\">scatter<\/span> (x=' <span style=\"color: #ff0000;\">x<\/span> ' <span style=\"color: #008000;\">,<\/span> y=' <span style=\"color: #ff0000;\">y<\/span> ', figsize=( <span style=\"color: #008000;\">4,8<\/span> ))<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-28260 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/taille3.jpg\" alt=\"\" width=\"289\" height=\"515\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u041e\u0431\u0440\u0430\u0442\u0438\u0442\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435, \u0447\u0442\u043e \u0432\u044b\u0441\u043e\u0442\u0430 \u0443\u0447\u0430\u0441\u0442\u043a\u0430 \u043d\u0430\u043c\u043d\u043e\u0433\u043e \u0432\u044b\u0448\u0435, \u0447\u0435\u043c \u0448\u0438\u0440\u0438\u043d\u0430.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u0414\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0440\u0435\u0441\u0443\u0440\u0441\u044b<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0412 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0445 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0430\u0445 \u043e\u0431\u044a\u044f\u0441\u043d\u044f\u0435\u0442\u0441\u044f, \u043a\u0430\u043a \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0442\u044c \u0434\u0440\u0443\u0433\u0438\u0435 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0435 \u0437\u0430\u0434\u0430\u0447\u0438 \u0432 pandas:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ru\/\u043d\u0430\u0437\u0432\u0430\u043d\u0438\u0435-\u0441\u044e\u0436\u0435\u0442\u0430-\u043f\u0430\u043d\u0434\u044b\/\" target=\"_blank\" rel=\"noopener\">Pandas: \u043a\u0430\u043a \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u0442\u044c \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0438 \u043a \u0433\u0440\u0430\u0444\u0438\u043a\u0430\u043c<\/a><br \/> <a href=\"https:\/\/statorials.org\/ru\/\u0441\u044e\u0436\u0435\u0442-\u043b\u0435\u0433\u0435\u043d\u0434\u044b-\u043e-\u043f\u0430\u043d\u0434\u0430\u0445\/\" target=\"_blank\" rel=\"noopener\">Pandas: \u043a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u043f\u043e\u0434\u043f\u0438\u0441\u0438 \u043a \u0441\u044e\u0436\u0435\u0442\u0443<\/a><br \/> <a href=\"https:\/\/statorials.org\/ru\/\u043f\u0430\u043d\u0434\u044b-\u0433\u0440\u0443\u043f\u043f\u0438\u0440\u0443\u044e\u0442\u0441\u044f-\u043f\u043e-\u0441\u0442\u043e\u043b\u0431\u0447\u0430\u0442\u043e\u043c\u0443-\u0433\u0440\u0430\u0444\u0438\u043a\u0443\/\" target=\"_blank\" rel=\"noopener\">Pandas: \u043a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0433\u0438\u0441\u0442\u043e\u0433\u0440\u0430\u043c\u043c\u0443 \u0438\u0437 GroupBy<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0412\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440 figsize , \u0447\u0442\u043e\u0431\u044b \u0431\u044b\u0441\u0442\u0440\u043e \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0444\u0438\u0433\u0443\u0440\u044b \u0433\u0440\u0430\u0444\u0438\u043a\u0430 \u0432 \u043f\u0430\u043d\u0434\u0430\u0445: df. plot . scatter (x=&#8217; x &#8216; , y=&#8217; y &#8216;, figsize=( 8,4 )) \u041f\u0435\u0440\u0432\u043e\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0430 figsize \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u0442 \u0448\u0438\u0440\u0438\u043d\u0443 , \u0430 \u0432\u0442\u043e\u0440\u043e\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u0442 \u0432\u044b\u0441\u043e\u0442\u0443 \u0433\u0440\u0430\u0444\u0438\u043a\u0430. \u0412 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0445 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u0445 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \u043a\u0430\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u044d\u0442\u043e\u0442 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440 \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0435 \u0441\u043e \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c DataFrame pandas: [&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-3362","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u041a\u0430\u043a \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0444\u0438\u0433\u0443\u0440\u044b \u043f\u0430\u043d\u0434\u0430-\u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u044b \u2014 \u0421\u0442\u0430\u0442\u043e\u0440\u0438\u0430\u043b\u044b<\/title>\n<meta name=\"description\" content=\"\u0412 \u044d\u0442\u043e\u043c \u0443\u0440\u043e\u043a\u0435 \u043e\u0431\u044a\u044f\u0441\u043d\u044f\u0435\u0442\u0441\u044f, \u043a\u0430\u043a \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0444\u0438\u0433\u0443\u0440 \u043d\u0430 \u0433\u0440\u0430\u0444\u0438\u043a\u0435 \u0432 pandas, \u0441 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u043c\u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u043c\u0438.\" \/>\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\/ru\/\u043f\u0430\u043d\u0434\u044b-\u0432-\u043d\u0430\u0442\u0443\u0440\u0430\u043b\u044c\u043d\u0443\u044e-\u0432\u0435\u043b\u0438\u0447\u0438\u043d\u0443\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u041a\u0430\u043a \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0444\u0438\u0433\u0443\u0440\u044b \u043f\u0430\u043d\u0434\u0430-\u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u044b \u2014 \u0421\u0442\u0430\u0442\u043e\u0440\u0438\u0430\u043b\u044b\" \/>\n<meta property=\"og:description\" content=\"\u0412 \u044d\u0442\u043e\u043c \u0443\u0440\u043e\u043a\u0435 \u043e\u0431\u044a\u044f\u0441\u043d\u044f\u0435\u0442\u0441\u044f, \u043a\u0430\u043a \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0444\u0438\u0433\u0443\u0440 \u043d\u0430 \u0433\u0440\u0430\u0444\u0438\u043a\u0435 \u0432 pandas, \u0441 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u043c\u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u043c\u0438.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/ru\/\u043f\u0430\u043d\u0434\u044b-\u0432-\u043d\u0430\u0442\u0443\u0440\u0430\u043b\u044c\u043d\u0443\u044e-\u0432\u0435\u043b\u0438\u0447\u0438\u043d\u0443\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-17T21:21:03+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/taille1.jpg\" \/>\n<meta name=\"author\" content=\"\u0431\u0435\u043d\u0434\u0436\u0430\u043c\u0438\u043d \u0430\u043d\u0434\u0435\u0440\u0441\u043e\u043d\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e \u0430\u0432\u0442\u043e\u0440\u043e\u043c\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u0431\u0435\u043d\u0434\u0436\u0430\u043c\u0438\u043d \u0430\u043d\u0434\u0435\u0440\u0441\u043e\u043d\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u041f\u0440\u0438\u043c\u0435\u0440\u043d\u043e\u0435 \u0432\u0440\u0435\u043c\u044f \u0434\u043b\u044f \u0447\u0442\u0435\u043d\u0438\u044f\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u043c\u0438\u043d\u0443\u0442\u0430\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/ru\/%d0%bf%d0%b0%d0%bd%d0%b4%d1%8b-%d0%b2-%d0%bd%d0%b0%d1%82%d1%83%d1%80%d0%b0%d0%bb%d1%8c%d0%bd%d1%83%d1%8e-%d0%b2%d0%b5%d0%bb%d0%b8%d1%87%d0%b8%d0%bd%d1%83\/\",\"url\":\"https:\/\/statorials.org\/ru\/%d0%bf%d0%b0%d0%bd%d0%b4%d1%8b-%d0%b2-%d0%bd%d0%b0%d1%82%d1%83%d1%80%d0%b0%d0%bb%d1%8c%d0%bd%d1%83%d1%8e-%d0%b2%d0%b5%d0%bb%d0%b8%d1%87%d0%b8%d0%bd%d1%83\/\",\"name\":\"\u041a\u0430\u043a \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0444\u0438\u0433\u0443\u0440\u044b \u043f\u0430\u043d\u0434\u0430-\u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u044b \u2014 \u0421\u0442\u0430\u0442\u043e\u0440\u0438\u0430\u043b\u044b\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/ru\/#website\"},\"datePublished\":\"2023-07-17T21:21:03+00:00\",\"dateModified\":\"2023-07-17T21:21:03+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/ru\/#\/schema\/person\/774949a85feafc6654ba9cefc39d3cae\"},\"description\":\"\u0412 \u044d\u0442\u043e\u043c \u0443\u0440\u043e\u043a\u0435 \u043e\u0431\u044a\u044f\u0441\u043d\u044f\u0435\u0442\u0441\u044f, \u043a\u0430\u043a \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0444\u0438\u0433\u0443\u0440 \u043d\u0430 \u0433\u0440\u0430\u0444\u0438\u043a\u0435 \u0432 pandas, \u0441 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u043c\u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u043c\u0438.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/ru\/%d0%bf%d0%b0%d0%bd%d0%b4%d1%8b-%d0%b2-%d0%bd%d0%b0%d1%82%d1%83%d1%80%d0%b0%d0%bb%d1%8c%d0%bd%d1%83%d1%8e-%d0%b2%d0%b5%d0%bb%d0%b8%d1%87%d0%b8%d0%bd%d1%83\/#breadcrumb\"},\"inLanguage\":\"ru-RU\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/ru\/%d0%bf%d0%b0%d0%bd%d0%b4%d1%8b-%d0%b2-%d0%bd%d0%b0%d1%82%d1%83%d1%80%d0%b0%d0%bb%d1%8c%d0%bd%d1%83%d1%8e-%d0%b2%d0%b5%d0%bb%d0%b8%d1%87%d0%b8%d0%bd%d1%83\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/ru\/%d0%bf%d0%b0%d0%bd%d0%b4%d1%8b-%d0%b2-%d0%bd%d0%b0%d1%82%d1%83%d1%80%d0%b0%d0%bb%d1%8c%d0%bd%d1%83%d1%8e-%d0%b2%d0%b5%d0%bb%d0%b8%d1%87%d0%b8%d0%bd%d1%83\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u0414\u043e\u043c\",\"item\":\"https:\/\/statorials.org\/ru\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u041a\u0430\u043a \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0444\u0438\u0433\u0443\u0440\u044b \u043d\u0430 \u0433\u0440\u0430\u0444\u0438\u043a\u0435 \u043f\u0430\u043d\u0434\u044b\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/ru\/#website\",\"url\":\"https:\/\/statorials.org\/ru\/\",\"name\":\"Statorials\",\"description\":\"\u0412\u0430\u0448 \u043f\u0443\u0442\u0435\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c \u043f\u043e \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0433\u0440\u0430\u043c\u043e\u0442\u043d\u043e\u0441\u0442\u0438!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/ru\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"ru-RU\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/ru\/#\/schema\/person\/774949a85feafc6654ba9cefc39d3cae\",\"name\":\"\u0431\u0435\u043d\u0434\u0436\u0430\u043c\u0438\u043d \u0430\u043d\u0434\u0435\u0440\u0441\u043e\u043d\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ru-RU\",\"@id\":\"https:\/\/statorials.org\/ru\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/ru\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/ru\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"\u0431\u0435\u043d\u0434\u0436\u0430\u043c\u0438\u043d \u0430\u043d\u0434\u0435\u0440\u0441\u043e\u043d\"},\"description\":\"\u0417\u0434\u0440\u0430\u0432\u0441\u0442\u0432\u0443\u0439\u0442\u0435, \u044f \u0411\u0435\u043d\u0434\u0436\u0430\u043c\u0438\u043d, \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u043e\u0440 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438 \u043d\u0430 \u043f\u0435\u043d\u0441\u0438\u0438, \u0441\u0442\u0430\u0432\u0448\u0438\u0439 \u043f\u0440\u0435\u0434\u0430\u043d\u043d\u044b\u043c \u043f\u0440\u0435\u043f\u043e\u0434\u0430\u0432\u0430\u0442\u0435\u043b\u0435\u043c Statorials. \u0418\u043c\u0435\u044f \u043e\u0431\u0448\u0438\u0440\u043d\u044b\u0439 \u043e\u043f\u044b\u0442 \u0438 \u0437\u043d\u0430\u043d\u0438\u044f \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438, \u044f \u0445\u043e\u0447\u0443 \u043f\u043e\u0434\u0435\u043b\u0438\u0442\u044c\u0441\u044f \u0441\u0432\u043e\u0438\u043c\u0438 \u0437\u043d\u0430\u043d\u0438\u044f\u043c\u0438, \u0447\u0442\u043e\u0431\u044b \u0440\u0430\u0441\u0448\u0438\u0440\u0438\u0442\u044c \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Statorials. \u0423\u0437\u043d\u0430\u0442\u044c \u0431\u043e\u043b\u044c\u0448\u0435\",\"sameAs\":[\"https:\/\/statorials.org\/ru\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u041a\u0430\u043a \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0444\u0438\u0433\u0443\u0440\u044b \u043f\u0430\u043d\u0434\u0430-\u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u044b \u2014 \u0421\u0442\u0430\u0442\u043e\u0440\u0438\u0430\u043b\u044b","description":"\u0412 \u044d\u0442\u043e\u043c \u0443\u0440\u043e\u043a\u0435 \u043e\u0431\u044a\u044f\u0441\u043d\u044f\u0435\u0442\u0441\u044f, \u043a\u0430\u043a \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0444\u0438\u0433\u0443\u0440 \u043d\u0430 \u0433\u0440\u0430\u0444\u0438\u043a\u0435 \u0432 pandas, \u0441 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u043c\u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u043c\u0438.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/ru\/\u043f\u0430\u043d\u0434\u044b-\u0432-\u043d\u0430\u0442\u0443\u0440\u0430\u043b\u044c\u043d\u0443\u044e-\u0432\u0435\u043b\u0438\u0447\u0438\u043d\u0443\/","og_locale":"ru_RU","og_type":"article","og_title":"\u041a\u0430\u043a \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0444\u0438\u0433\u0443\u0440\u044b \u043f\u0430\u043d\u0434\u0430-\u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u044b \u2014 \u0421\u0442\u0430\u0442\u043e\u0440\u0438\u0430\u043b\u044b","og_description":"\u0412 \u044d\u0442\u043e\u043c \u0443\u0440\u043e\u043a\u0435 \u043e\u0431\u044a\u044f\u0441\u043d\u044f\u0435\u0442\u0441\u044f, \u043a\u0430\u043a \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0444\u0438\u0433\u0443\u0440 \u043d\u0430 \u0433\u0440\u0430\u0444\u0438\u043a\u0435 \u0432 pandas, \u0441 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u043c\u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u043c\u0438.","og_url":"https:\/\/statorials.org\/ru\/\u043f\u0430\u043d\u0434\u044b-\u0432-\u043d\u0430\u0442\u0443\u0440\u0430\u043b\u044c\u043d\u0443\u044e-\u0432\u0435\u043b\u0438\u0447\u0438\u043d\u0443\/","og_site_name":"Statorials","article_published_time":"2023-07-17T21:21:03+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/taille1.jpg"}],"author":"\u0431\u0435\u043d\u0434\u0436\u0430\u043c\u0438\u043d \u0430\u043d\u0434\u0435\u0440\u0441\u043e\u043d","twitter_card":"summary_large_image","twitter_misc":{"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e \u0430\u0432\u0442\u043e\u0440\u043e\u043c":"\u0431\u0435\u043d\u0434\u0436\u0430\u043c\u0438\u043d \u0430\u043d\u0434\u0435\u0440\u0441\u043e\u043d","\u041f\u0440\u0438\u043c\u0435\u0440\u043d\u043e\u0435 \u0432\u0440\u0435\u043c\u044f \u0434\u043b\u044f \u0447\u0442\u0435\u043d\u0438\u044f":"1 \u043c\u0438\u043d\u0443\u0442\u0430"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/ru\/%d0%bf%d0%b0%d0%bd%d0%b4%d1%8b-%d0%b2-%d0%bd%d0%b0%d1%82%d1%83%d1%80%d0%b0%d0%bb%d1%8c%d0%bd%d1%83%d1%8e-%d0%b2%d0%b5%d0%bb%d0%b8%d1%87%d0%b8%d0%bd%d1%83\/","url":"https:\/\/statorials.org\/ru\/%d0%bf%d0%b0%d0%bd%d0%b4%d1%8b-%d0%b2-%d0%bd%d0%b0%d1%82%d1%83%d1%80%d0%b0%d0%bb%d1%8c%d0%bd%d1%83%d1%8e-%d0%b2%d0%b5%d0%bb%d0%b8%d1%87%d0%b8%d0%bd%d1%83\/","name":"\u041a\u0430\u043a \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0444\u0438\u0433\u0443\u0440\u044b \u043f\u0430\u043d\u0434\u0430-\u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u044b \u2014 \u0421\u0442\u0430\u0442\u043e\u0440\u0438\u0430\u043b\u044b","isPartOf":{"@id":"https:\/\/statorials.org\/ru\/#website"},"datePublished":"2023-07-17T21:21:03+00:00","dateModified":"2023-07-17T21:21:03+00:00","author":{"@id":"https:\/\/statorials.org\/ru\/#\/schema\/person\/774949a85feafc6654ba9cefc39d3cae"},"description":"\u0412 \u044d\u0442\u043e\u043c \u0443\u0440\u043e\u043a\u0435 \u043e\u0431\u044a\u044f\u0441\u043d\u044f\u0435\u0442\u0441\u044f, \u043a\u0430\u043a \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0444\u0438\u0433\u0443\u0440 \u043d\u0430 \u0433\u0440\u0430\u0444\u0438\u043a\u0435 \u0432 pandas, \u0441 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u043c\u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u043c\u0438.","breadcrumb":{"@id":"https:\/\/statorials.org\/ru\/%d0%bf%d0%b0%d0%bd%d0%b4%d1%8b-%d0%b2-%d0%bd%d0%b0%d1%82%d1%83%d1%80%d0%b0%d0%bb%d1%8c%d0%bd%d1%83%d1%8e-%d0%b2%d0%b5%d0%bb%d0%b8%d1%87%d0%b8%d0%bd%d1%83\/#breadcrumb"},"inLanguage":"ru-RU","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/ru\/%d0%bf%d0%b0%d0%bd%d0%b4%d1%8b-%d0%b2-%d0%bd%d0%b0%d1%82%d1%83%d1%80%d0%b0%d0%bb%d1%8c%d0%bd%d1%83%d1%8e-%d0%b2%d0%b5%d0%bb%d0%b8%d1%87%d0%b8%d0%bd%d1%83\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/ru\/%d0%bf%d0%b0%d0%bd%d0%b4%d1%8b-%d0%b2-%d0%bd%d0%b0%d1%82%d1%83%d1%80%d0%b0%d0%bb%d1%8c%d0%bd%d1%83%d1%8e-%d0%b2%d0%b5%d0%bb%d0%b8%d1%87%d0%b8%d0%bd%d1%83\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u0414\u043e\u043c","item":"https:\/\/statorials.org\/ru\/"},{"@type":"ListItem","position":2,"name":"\u041a\u0430\u043a \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0444\u0438\u0433\u0443\u0440\u044b \u043d\u0430 \u0433\u0440\u0430\u0444\u0438\u043a\u0435 \u043f\u0430\u043d\u0434\u044b"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/ru\/#website","url":"https:\/\/statorials.org\/ru\/","name":"Statorials","description":"\u0412\u0430\u0448 \u043f\u0443\u0442\u0435\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c \u043f\u043e \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u0433\u0440\u0430\u043c\u043e\u0442\u043d\u043e\u0441\u0442\u0438!","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/ru\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ru-RU"},{"@type":"Person","@id":"https:\/\/statorials.org\/ru\/#\/schema\/person\/774949a85feafc6654ba9cefc39d3cae","name":"\u0431\u0435\u043d\u0434\u0436\u0430\u043c\u0438\u043d \u0430\u043d\u0434\u0435\u0440\u0441\u043e\u043d","image":{"@type":"ImageObject","inLanguage":"ru-RU","@id":"https:\/\/statorials.org\/ru\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/ru\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/ru\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"\u0431\u0435\u043d\u0434\u0436\u0430\u043c\u0438\u043d \u0430\u043d\u0434\u0435\u0440\u0441\u043e\u043d"},"description":"\u0417\u0434\u0440\u0430\u0432\u0441\u0442\u0432\u0443\u0439\u0442\u0435, \u044f \u0411\u0435\u043d\u0434\u0436\u0430\u043c\u0438\u043d, \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u043e\u0440 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438 \u043d\u0430 \u043f\u0435\u043d\u0441\u0438\u0438, \u0441\u0442\u0430\u0432\u0448\u0438\u0439 \u043f\u0440\u0435\u0434\u0430\u043d\u043d\u044b\u043c \u043f\u0440\u0435\u043f\u043e\u0434\u0430\u0432\u0430\u0442\u0435\u043b\u0435\u043c Statorials. \u0418\u043c\u0435\u044f \u043e\u0431\u0448\u0438\u0440\u043d\u044b\u0439 \u043e\u043f\u044b\u0442 \u0438 \u0437\u043d\u0430\u043d\u0438\u044f \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438, \u044f \u0445\u043e\u0447\u0443 \u043f\u043e\u0434\u0435\u043b\u0438\u0442\u044c\u0441\u044f \u0441\u0432\u043e\u0438\u043c\u0438 \u0437\u043d\u0430\u043d\u0438\u044f\u043c\u0438, \u0447\u0442\u043e\u0431\u044b \u0440\u0430\u0441\u0448\u0438\u0440\u0438\u0442\u044c \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Statorials. \u0423\u0437\u043d\u0430\u0442\u044c \u0431\u043e\u043b\u044c\u0448\u0435","sameAs":["https:\/\/statorials.org\/ru"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/ru\/wp-json\/wp\/v2\/posts\/3362","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/ru\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/ru\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/ru\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/ru\/wp-json\/wp\/v2\/comments?post=3362"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/ru\/wp-json\/wp\/v2\/posts\/3362\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/ru\/wp-json\/wp\/v2\/media?parent=3362"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/ru\/wp-json\/wp\/v2\/categories?post=3362"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/ru\/wp-json\/wp\/v2\/tags?post=3362"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}