{"id":1935,"date":"2023-07-24T09:25:12","date_gmt":"2023-07-24T09:25:12","guid":{"rendered":"https:\/\/statorials.org\/ru\/%d0%bb%d0%b5%d0%b3%d0%b5%d0%bd%d0%b4%d0%b0-%d0%be%d0%b1%d0%bb%d0%b0%d0%ba%d0%b0-%d1%82%d0%be%d1%87%d0%b5%d0%ba-matplotlib\/"},"modified":"2023-07-24T09:25:12","modified_gmt":"2023-07-24T09:25:12","slug":"%d0%bb%d0%b5%d0%b3%d0%b5%d0%bd%d0%b4%d0%b0-%d0%be%d0%b1%d0%bb%d0%b0%d0%ba%d0%b0-%d1%82%d0%be%d1%87%d0%b5%d0%ba-matplotlib","status":"publish","type":"post","link":"https:\/\/statorials.org\/ru\/%d0%bb%d0%b5%d0%b3%d0%b5%d0%bd%d0%b4%d0%b0-%d0%be%d0%b1%d0%bb%d0%b0%d0%ba%d0%b0-%d1%82%d0%be%d1%87%d0%b5%d0%ba-matplotlib\/","title":{"rendered":"\u041a\u0430\u043a \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043b\u0435\u0433\u0435\u043d\u0434\u0443 \u043a \u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u0435 \u0440\u0430\u0441\u0441\u0435\u044f\u043d\u0438\u044f \u0432 matplotlib"},"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 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441, \u0447\u0442\u043e\u0431\u044b \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043b\u0435\u0433\u0435\u043d\u0434\u0443 \u043a \u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u0435 \u0440\u0430\u0441\u0441\u0435\u044f\u043d\u0438\u044f \u0432 Matplotlib:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">from<\/span> matplotlib. <span style=\"color: #3366ff;\">colors<\/span> <span style=\"color: #008000;\">import<\/span> ListedColormap\n\n<span style=\"color: #008080;\">#define values, classes, and colors to map \n<\/span>values = [0, 0, 1, 2, 2, 2]\nclasses = [' <span style=\"color: #ff0000;\">A<\/span> ', ' <span style=\"color: #ff0000;\">B<\/span> ', ' <span style=\"color: #ff0000;\">C<\/span> ']\ncolors = ListedColormap([' <span style=\"color: #ff0000;\">red<\/span> ', ' <span style=\"color: #ff0000;\">blue<\/span> ', ' <span style=\"color: #ff0000;\">purple<\/span> '])\n\n<span style=\"color: #008080;\">#create scatterplot\n<\/span>scatter = plt. <span style=\"color: #3366ff;\">scatter<\/span> (x, y, c=values, cmap=colors)\n\n<span style=\"color: #008080;\">#add legend\n<\/span>plt. <span style=\"color: #3366ff;\">legend<\/span> ( <span style=\"color: #800080;\">*<\/span> <span style=\"color: #3366ff;\">scatter.legend_elements<\/span> ())\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0421\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0435 \u043f\u0440\u0438\u043c\u0435\u0440\u044b \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0442, \u043a\u0430\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u044d\u0442\u043e\u0442 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0435.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0435\u0440 1. \u041b\u0435\u0433\u0435\u043d\u0434\u0430 \u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u044b \u0440\u0430\u0441\u0441\u0435\u044f\u043d\u0438\u044f \u0441\u043e \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f\u043c\u0438<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0412 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u043c \u043f\u0440\u0438\u043c\u0435\u0440\u0435 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \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, \u0433\u0434\u0435 \u0432 \u043b\u0435\u0433\u0435\u043d\u0434\u0435 \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u044e\u0442\u0441\u044f \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">from<\/span> matplotlib. <span style=\"color: #3366ff;\">colors<\/span> <span style=\"color: #008000;\">import<\/span> ListedColormap\n\n<span style=\"color: #008080;\">#define data\n<\/span>x = [3, 4, 4, 6, 8, 9]\ny = [12, 14, 17, 16, 11, 13]\n\n<span style=\"color: #008080;\">#define values, classes, and colors to map \n<\/span>values = [0, 0, 1, 2, 2, 2]\nclasses = [' <span style=\"color: #ff0000;\">A<\/span> ', ' <span style=\"color: #ff0000;\">B<\/span> ', ' <span style=\"color: #ff0000;\">C<\/span> ']\ncolors = ListedColormap([' <span style=\"color: #ff0000;\">red<\/span> ', ' <span style=\"color: #ff0000;\">blue<\/span> ', ' <span style=\"color: #ff0000;\">purple<\/span> '])\n\n<span style=\"color: #008080;\">#create scatterplot\n<\/span>scatter = plt. <span style=\"color: #3366ff;\">scatter<\/span> (x, y, c=values, cmap=colors)\n\n<span style=\"color: #008080;\">#add legend with values\n<\/span>plt. <span style=\"color: #3366ff;\">legend<\/span> ( <span style=\"color: #800080;\">*<\/span> <span style=\"color: #3366ff;\">scatter.legend_elements<\/span> ())<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18444 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matscatter1.png\" alt=\"\" width=\"591\" height=\"412\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0435\u0440 2: \u041b\u0435\u0433\u0435\u043d\u0434\u0430 \u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u044b \u0440\u0430\u0441\u0441\u0435\u044f\u043d\u0438\u044f \u0441 \u043a\u043b\u0430\u0441\u0441\u0430\u043c\u0438<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0412 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u043c \u043f\u0440\u0438\u043c\u0435\u0440\u0435 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \u043a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0442\u043e\u0447\u0435\u0447\u043d\u0443\u044e \u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u0443, \u0432 \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u0432 \u043b\u0435\u0433\u0435\u043d\u0434\u0435 \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u044e\u0442\u0441\u044f \u0438\u043c\u0435\u043d\u0430 \u043a\u043b\u0430\u0441\u0441\u043e\u0432:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">from<\/span> matplotlib. <span style=\"color: #3366ff;\">colors<\/span> <span style=\"color: #008000;\">import<\/span> ListedColormap\n\n<span style=\"color: #008080;\">#define data\n<\/span>x = [3, 4, 4, 6, 8, 9]\ny = [12, 14, 17, 16, 11, 13]\n\n<span style=\"color: #008080;\">#define values, classes, and colors to map \n<\/span>values = [0, 0, 1, 2, 2, 2]\nclasses = [' <span style=\"color: #ff0000;\">A<\/span> ', ' <span style=\"color: #ff0000;\">B<\/span> ', ' <span style=\"color: #ff0000;\">C<\/span> ']\ncolors = ListedColormap([' <span style=\"color: #ff0000;\">red<\/span> ', ' <span style=\"color: #ff0000;\">blue<\/span> ', ' <span style=\"color: #ff0000;\">purple<\/span> '])\n\n<span style=\"color: #008080;\">#create scatterplot\n<\/span>scatter = plt. <span style=\"color: #3366ff;\">scatter<\/span> (x, y, c=values, cmap=colors)\n\n<span style=\"color: #008080;\">#add legend with class names\n<\/span>plt. <span style=\"color: #3366ff;\">legend<\/span> (handles=scatter. <span style=\"color: #3366ff;\">legend_elements<\/span> ()[ <span style=\"color: #008000;\">0<\/span> ], labels=classes)\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18445 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/matscatter2.png\" alt=\"\" width=\"563\" height=\"392\" 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 \u044d\u0442\u043e\u0439 \u043b\u0435\u0433\u0435\u043d\u0434\u0435 \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u044e\u0442\u0441\u044f \u0443\u043a\u0430\u0437\u0430\u043d\u043d\u044b\u0435 \u043d\u0430\u043c\u0438 \u0438\u043c\u0435\u043d\u0430 \u043a\u043b\u0430\u0441\u0441\u043e\u0432 (A, B, C), \u0430 \u043d\u0435 \u0443\u043a\u0430\u0437\u0430\u043d\u043d\u044b\u0435 \u043d\u0430\u043c\u0438 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f (0, 1, 2).<\/span><\/p>\n<h3> <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><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/ru\/matplotlib-\u0443\u0432\u0435\u043b\u0438\u0447\u0438\u0432\u0430\u0435\u0442-\u0440\u0430\u0437\u043c\u0435\u0440-\u0442\u0440\u0430\u0441\u0441\u0438\u0440\u043e\u0432\u043a\u0438\/\" target=\"_blank\" rel=\"noopener\">\u041a\u0430\u043a \u0443\u0432\u0435\u043b\u0438\u0447\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0433\u0440\u0430\u0444\u0438\u043a\u0430 \u0432 Matplotlib<\/a><br \/> <a href=\"https:\/\/statorials.org\/ru\/\u043f\u043e\u0437\u0438\u0446\u0438\u044f-\u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0430-matplotlib\/\" target=\"_blank\" rel=\"noopener\">\u041a\u0430\u043a \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0430 \u0432 Matplotlib<\/a><br \/> <a href=\"https:\/\/statorials.org\/ru\/matplotlib-\u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c-\u0434\u0438\u0430\u043f\u0430\u0437\u043e\u043d-\u043e\u0441\u0435\u0438\/\" target=\"_blank\" rel=\"noopener\">\u041a\u0430\u043a \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c \u0434\u0438\u0430\u043f\u0430\u0437\u043e\u043d\u044b \u043e\u0441\u0435\u0439 \u0432 Matplotlib<\/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 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441, \u0447\u0442\u043e\u0431\u044b \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043b\u0435\u0433\u0435\u043d\u0434\u0443 \u043a \u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u0435 \u0440\u0430\u0441\u0441\u0435\u044f\u043d\u0438\u044f \u0432 Matplotlib: import matplotlib. pyplot as plt from matplotlib. colors import ListedColormap #define values, classes, and colors to map values = [0, 0, 1, 2, 2, 2] classes = [&#8216; A &#8216;, &#8216; B &#8216;, &#8216; C &#8216;] colors = ListedColormap([&#8216; red &#8216;, &#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-1935","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 \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043b\u0435\u0433\u0435\u043d\u0434\u0443 \u043a \u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u0435 \u0440\u0430\u0441\u0441\u0435\u044f\u043d\u0438\u044f \u0432 Matplotlib \u2013 \u0421\u0442\u0430\u0442\u043e\u0440\u0438\u0430\u043b\u044b<\/title>\n<meta name=\"description\" content=\"\u0412 \u044d\u0442\u043e\u043c \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0435 \u043e\u0431\u044a\u044f\u0441\u043d\u044f\u0435\u0442\u0441\u044f, \u043a\u0430\u043a \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043b\u0435\u0433\u0435\u043d\u0434\u0443 \u043a \u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u0435 \u0440\u0430\u0441\u0441\u0435\u044f\u043d\u0438\u044f \u0432 Matplotlib, \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\/\u043b\u0435\u0433\u0435\u043d\u0434\u0430-\u043e\u0431\u043b\u0430\u043a\u0430-\u0442\u043e\u0447\u0435\u043a-matplotlib\/\" \/>\n<meta property=\"og:locale\" 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