{"id":2270,"date":"2023-07-22T23:59:54","date_gmt":"2023-07-22T23:59:54","guid":{"rendered":"https:\/\/statorials.org\/ru\/%d0%bf%d0%be%d0%bb%d0%be%d0%b6%d0%b5%d0%bd%d0%b8%d0%b5-%d0%bb%d0%b5%d0%b3%d0%b5%d0%bd%d0%b4%d1%8b-matplotlib\/"},"modified":"2023-07-22T23:59:54","modified_gmt":"2023-07-22T23:59:54","slug":"%d0%bf%d0%be%d0%bb%d0%be%d0%b6%d0%b5%d0%bd%d0%b8%d0%b5-%d0%bb%d0%b5%d0%b3%d0%b5%d0%bd%d0%b4%d1%8b-matplotlib","status":"publish","type":"post","link":"https:\/\/statorials.org\/ru\/%d0%bf%d0%be%d0%bb%d0%be%d0%b6%d0%b5%d0%bd%d0%b8%d0%b5-%d0%bb%d0%b5%d0%b3%d0%b5%d0%bd%d0%b4%d1%8b-matplotlib\/","title":{"rendered":"\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043b\u0435\u0433\u0435\u043d\u0434\u044b \u0432 matplotlib"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0427\u0442\u043e\u0431\u044b \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043b\u0435\u0433\u0435\u043d\u0434\u044b \u0432 Matplotlib, \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0444\u0443\u043d\u043a\u0446\u0438\u044e <strong>plt.legend()<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0432\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 \u0440\u0430\u0437\u043c\u0435\u0441\u0442\u0438\u0442\u044c \u043b\u0435\u0433\u0435\u043d\u0434\u0443 \u0432 \u0432\u0435\u0440\u0445\u043d\u0435\u043c \u043b\u0435\u0432\u043e\u043c \u0443\u0433\u043b\u0443 \u0433\u0440\u0430\u0444\u0438\u043a\u0430:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">legend<\/span> (loc=' <span style=\"color: #ff0000;\">upper left<\/span> ')\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u041c\u0435\u0441\u0442\u043e\u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u044e \u2014 \u00ab\u043b\u0443\u0447\u0448\u0435\u0435\u00bb \u2014 \u0438\u043c\u0435\u043d\u043d\u043e \u0437\u0434\u0435\u0441\u044c Matplotlib \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u043d\u0430\u0445\u043e\u0434\u0438\u0442 \u043c\u0435\u0441\u0442\u043e\u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u043b\u0435\u0433\u0435\u043d\u0434\u044b \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u0442\u043e\u0433\u043e, \u0433\u0434\u0435 \u043e\u043d \u0438\u0437\u0431\u0435\u0433\u0430\u0435\u0442 \u043f\u043e\u043a\u0440\u044b\u0442\u0438\u044f \u0442\u043e\u0447\u0435\u043a \u0434\u0430\u043d\u043d\u044b\u0445.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041e\u0434\u043d\u0430\u043a\u043e \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0443\u043a\u0430\u0437\u0430\u0442\u044c \u043e\u0434\u043d\u043e \u0438\u0437 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0445 \u043c\u0435\u0441\u0442\u043e\u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u043f\u043e\u0434\u043f\u0438\u0441\u0435\u0439:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u0412 \u043f\u0440\u0430\u0432\u043e\u043c \u0432\u0435\u0440\u0445\u043d\u0435\u043c \u0443\u0433\u043b\u0443<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0432 \u0432\u0435\u0440\u0445\u043d\u0435\u043c \u0443\u0433\u043b\u0443 \u0441\u043b\u0435\u0432\u0430<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0432\u043d\u0438\u0437\u0443 \u0441\u043b\u0435\u0432\u0430<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0432 \u043f\u0440\u0430\u0432\u043e\u043c \u043d\u0438\u0436\u043d\u0435\u043c \u0443\u0433\u043b\u0443<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0412\u0415\u0420\u041d\u041e<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0446\u0435\u043d\u0442\u0440 \u0441\u043b\u0435\u0432\u0430<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u041f\u0440\u0430\u0432\u043e\u0446\u0435\u043d\u0442\u0440\u0438\u0441\u0442\u0441\u043a\u0438\u0439<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u043d\u0438\u0436\u043d\u0438\u0439 \u0446\u0435\u043d\u0442\u0440<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0432\u0432\u0435\u0440\u0445\u0443 \u043f\u043e \u0446\u0435\u043d\u0442\u0440\u0443<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0446\u0435\u043d\u0442\u0440<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u0412\u044b \u0442\u0430\u043a\u0436\u0435 \u043c\u043e\u0436\u0435\u0442\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442 <strong>bbox_to_anchor()<\/strong> , \u0447\u0442\u043e\u0431\u044b \u0440\u0430\u0437\u043c\u0435\u0441\u0442\u0438\u0442\u044c \u043b\u0435\u0433\u0435\u043d\u0434\u0443 \u0437\u0430 \u043f\u0440\u0435\u0434\u0435\u043b\u0430\u043c\u0438 \u0433\u0440\u0430\u0444\u0438\u043a\u0430. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0432\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 \u0440\u0430\u0437\u043c\u0435\u0441\u0442\u0438\u0442\u044c \u043b\u0435\u0433\u0435\u043d\u0434\u0443 \u0432 \u043f\u0440\u0430\u0432\u043e\u043c \u0432\u0435\u0440\u0445\u043d\u0435\u043c \u0443\u0433\u043b\u0443 \u0437\u0430 \u043f\u0440\u0435\u0434\u0435\u043b\u0430\u043c\u0438 \u0433\u0440\u0430\u0444\u0438\u043a\u0430:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>plt. <span style=\"color: #3366ff;\">legend<\/span> (bbox_to_anchor=( <span style=\"color: #008000;\">1.05<\/span> , <span style=\"color: #008000;\">1<\/span> ), loc=' <span style=\"color: #ff0000;\">upper left<\/span> ', borderaxespad= <span style=\"color: #008000;\">0<\/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 \u043a\u0430\u0436\u0434\u044b\u0439 \u0438\u0437 \u044d\u0442\u0438\u0445 \u043c\u0435\u0442\u043e\u0434\u043e\u0432 \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: \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u0435 \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043b\u0435\u0433\u0435\u043d\u0434\u044b \u0432\u043d\u0443\u0442\u0440\u0438 \u0433\u0440\u0430\u0444\u0438\u043a\u0430 Matplotlib.<\/strong><\/span><\/h3>\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 \u0440\u0430\u0437\u043c\u0435\u0441\u0442\u0438\u0442\u044c \u043b\u0435\u0433\u0435\u043d\u0434\u0443 \u0432 \u043f\u0440\u0430\u0432\u043e\u0439 \u0446\u0435\u043d\u0442\u0440\u0430\u043b\u044c\u043d\u043e\u0439 \u0447\u0430\u0441\u0442\u0438 \u043b\u0438\u043d\u0435\u0439\u043d\u043e\u0433\u043e \u0433\u0440\u0430\u0444\u0438\u043a\u0430 Matplotlib:<\/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<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#createdata\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">points<\/span> ': [11, 17, 16, 18, 22, 25, 26, 24, 29],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9, 9, 4, 8]})\n\n<span style=\"color: #008080;\">#add lines to plot\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #ff0000;\">points<\/span> '], label=' <span style=\"color: #ff0000;\">Points<\/span> ', color=' <span style=\"color: #ff0000;\">green<\/span> ')\nplt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #ff0000;\">assists<\/span> '], label=' <span style=\"color: #ff0000;\">Assists<\/span> ', color=' <span style=\"color: #ff0000;\">steelblue<\/span> ')\n\n<span style=\"color: #008080;\">#place legend in center right of plot\n<\/span>plt. <span style=\"color: #3366ff;\">legend<\/span> (loc=' <span style=\"color: #ff0000;\">center right<\/span> ', title=' <span style=\"color: #ff0000;\">Metric<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20707 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/position11.png\" alt=\"\" width=\"510\" height=\"335\" srcset=\"\" sizes=\"auto, \"><\/p>\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 \u0440\u0430\u0437\u043c\u0435\u0441\u0442\u0438\u0442\u044c \u043b\u0435\u0433\u0435\u043d\u0434\u0443 \u0432 \u043b\u0435\u0432\u043e\u043c \u0432\u0435\u0440\u0445\u043d\u0435\u043c \u0443\u0433\u043b\u0443 \u0433\u0440\u0430\u0444\u0438\u043a\u0430 Matplotlib:<\/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<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#create data\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">points<\/span> ': [11, 17, 16, 18, 22, 25, 26, 24, 29],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9, 9, 4, 8]})\n\n<span style=\"color: #008080;\">#add lines to plot\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #ff0000;\">points<\/span> '], label=' <span style=\"color: #ff0000;\">Points<\/span> ', color=' <span style=\"color: #ff0000;\">green<\/span> ')\nplt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #ff0000;\">assists<\/span> '], label=' <span style=\"color: #ff0000;\">Assists<\/span> ', color=' <span style=\"color: #ff0000;\">steelblue<\/span> ')\n\n<span style=\"color: #008080;\">#place legend in center right of plot\n<\/span>plt. <span style=\"color: #3366ff;\">legend<\/span> (loc=' <span style=\"color: #ff0000;\">upper left<\/span> ', title=' <span style=\"color: #ff0000;\">Metric<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20708 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/position12.png\" alt=\"\" width=\"511\" height=\"342\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0435\u0440 2. \u0418\u0437\u043c\u0435\u043d\u0438\u0442\u0435 \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043b\u0435\u0433\u0435\u043d\u0434\u044b \u0437\u0430 \u043f\u0440\u0435\u0434\u0435\u043b\u0430\u043c\u0438 \u0433\u0440\u0430\u0444\u0438\u043a\u0430 Matplotlib.<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0427\u0442\u043e\u0431\u044b \u0440\u0430\u0437\u043c\u0435\u0441\u0442\u0438\u0442\u044c \u043b\u0435\u0433\u0435\u043d\u0434\u0443 \u0437\u0430 \u043f\u0440\u0435\u0434\u0435\u043b\u0430\u043c\u0438 \u0433\u0440\u0430\u0444\u0438\u043a\u0430 Matplotlib, \u043c\u044b \u043c\u043e\u0436\u0435\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442 <strong>bbox_to_anchor()<\/strong> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0432\u043e\u0442 \u043a\u0430\u043a \u0440\u0430\u0437\u043c\u0435\u0441\u0442\u0438\u0442\u044c \u043b\u0435\u0433\u0435\u043d\u0434\u0443 \u0437\u0430 \u043f\u0440\u0435\u0434\u0435\u043b\u0430\u043c\u0438 \u043f\u0440\u0430\u0432\u043e\u0433\u043e \u0432\u0435\u0440\u0445\u043d\u0435\u0433\u043e \u0443\u0433\u043b\u0430 \u0433\u0440\u0430\u0444\u0438\u043a\u0430:<\/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<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#create data\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">points<\/span> ': [11, 17, 16, 18, 22, 25, 26, 24, 29],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9, 9, 4, 8]})\n\n<span style=\"color: #008080;\">#add lines to plot\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #ff0000;\">points<\/span> '], label=' <span style=\"color: #ff0000;\">Points<\/span> ', color=' <span style=\"color: #ff0000;\">green<\/span> ')\nplt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #ff0000;\">assists<\/span> '], label=' <span style=\"color: #ff0000;\">Assists<\/span> ', color=' <span style=\"color: #ff0000;\">steelblue<\/span> ')\n\n<span style=\"color: #008080;\">#place legend in center right of plot\n<\/span>plt. <span style=\"color: #3366ff;\">legend<\/span> (bbox_to_anchor=( <span style=\"color: #008000;\">1.02<\/span> , <span style=\"color: #008000;\">1<\/span> ), loc=' <span style=\"color: #ff0000;\">upper left<\/span> ', borderaxespad= <span style=\"color: #008000;\">0<\/span> )\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20709 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/position13.png\" alt=\"\" width=\"612\" height=\"356\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u0410 \u0432\u043e\u0442 \u043a\u0430\u043a \u0440\u0430\u0437\u043c\u0435\u0441\u0442\u0438\u0442\u044c \u043b\u0435\u0433\u0435\u043d\u0434\u0443 \u0437\u0430 \u043f\u0440\u0435\u0434\u0435\u043b\u0430\u043c\u0438 \u043f\u0440\u0430\u0432\u043e\u0433\u043e \u043d\u0438\u0436\u043d\u0435\u0433\u043e \u0443\u0433\u043b\u0430 \u0433\u0440\u0430\u0444\u0438\u043a\u0430:<\/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<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#create data\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">points<\/span> ': [11, 17, 16, 18, 22, 25, 26, 24, 29],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [5, 7, 7, 9, 12, 9, 9, 4, 8]})\n\n<span style=\"color: #008080;\">#add lines to plot\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #ff0000;\">points<\/span> '], label=' <span style=\"color: #ff0000;\">Points<\/span> ', color=' <span style=\"color: #ff0000;\">green<\/span> ')\nplt. <span style=\"color: #3366ff;\">plot<\/span> (df[' <span style=\"color: #ff0000;\">assists<\/span> '], label=' <span style=\"color: #ff0000;\">Assists<\/span> ', color=' <span style=\"color: #ff0000;\">steelblue<\/span> ')\n\n<span style=\"color: #008080;\">#place legend in center right of plot\n<\/span>plt. <span style=\"color: #3366ff;\">legend<\/span> (bbox_to_anchor=( <span style=\"color: #008000;\">1.02<\/span> , <span style=\"color: #008000;\">0.1<\/span> ), loc=' <span style=\"color: #ff0000;\">upper left<\/span> ', borderaxespad= <span style=\"color: #008000;\">0<\/span> )<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20710 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/position14.png\" alt=\"\" width=\"611\" height=\"350\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u041e\u0431\u0440\u0430\u0442\u0438\u0442\u0435\u0441\u044c \u043a <a href=\"https:\/\/matplotlib.org\/stable\/api\/_as_gen\/matplotlib.pyplot.legend.html\" target=\"_blank\" rel=\"noopener\">\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 matplotlib<\/a> \u0434\u043b\u044f \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e\u0433\u043e \u043e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u044f \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442\u0430 <strong>bbox_to_anchor()<\/strong> .<\/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> <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 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u0432 Matplotlib:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ru\/\u0440\u0430\u0437\u043c\u0435\u0440-\u0448\u0440\u0438\u0444\u0442\u0430-\u043b\u0435\u0433\u0435\u043d\u0434\u044b-matplotlib\/\" target=\"_blank\" rel=\"noopener\">\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u0440\u0430\u0437\u043c\u0435\u0440 \u0448\u0440\u0438\u0444\u0442\u0430 \u043b\u0435\u0433\u0435\u043d\u0434\u044b \u0432 Matplotlib<\/a><br \/> <a href=\"https:\/\/statorials.org\/ru\/\u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043e\u043a-\u043b\u0435\u0433\u0435\u043d\u0434\u044b-matplotlib\/\">\u041a\u0430\u043a \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043e\u043a \u043a \u043b\u0435\u0433\u0435\u043d\u0434\u0435 \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\/\u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435-\u043c\u0435\u0442\u043a\u0438-\u043e\u0441\u0438-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 \u043c\u0435\u0442\u043a\u0438 \u043e\u0441\u0438 \u0432 Matplotlib<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0427\u0442\u043e\u0431\u044b \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043b\u0435\u0433\u0435\u043d\u0434\u044b \u0432 Matplotlib, \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0444\u0443\u043d\u043a\u0446\u0438\u044e plt.legend() . \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0432\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 \u0440\u0430\u0437\u043c\u0435\u0441\u0442\u0438\u0442\u044c \u043b\u0435\u0433\u0435\u043d\u0434\u0443 \u0432 \u0432\u0435\u0440\u0445\u043d\u0435\u043c \u043b\u0435\u0432\u043e\u043c \u0443\u0433\u043b\u0443 \u0433\u0440\u0430\u0444\u0438\u043a\u0430: plt. legend (loc=&#8217; upper left &#8216;) \u041c\u0435\u0441\u0442\u043e\u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u044e \u2014 \u00ab\u043b\u0443\u0447\u0448\u0435\u0435\u00bb \u2014 \u0438\u043c\u0435\u043d\u043d\u043e \u0437\u0434\u0435\u0441\u044c Matplotlib \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u043d\u0430\u0445\u043e\u0434\u0438\u0442 \u043c\u0435\u0441\u0442\u043e\u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0434\u043b\u044f \u043b\u0435\u0433\u0435\u043d\u0434\u044b \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u0442\u043e\u0433\u043e, \u0433\u0434\u0435 \u043e\u043d \u0438\u0437\u0431\u0435\u0433\u0430\u0435\u0442 \u043f\u043e\u043a\u0440\u044b\u0442\u0438\u044f \u0442\u043e\u0447\u0435\u043a [&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-2270","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 \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043b\u0435\u0433\u0435\u043d\u0434\u044b \u0432 Matplotlib \u2014 \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 \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043b\u0435\u0433\u0435\u043d\u0434\u044b \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\/\u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435-\u043b\u0435\u0433\u0435\u043d\u0434\u044b-matplotlib\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043b\u0435\u0433\u0435\u043d\u0434\u044b \u0432 Matplotlib \u2014 \u0421\u0442\u0430\u0442\u043e\u0440\u0438\u0430\u043b\u044b\" \/>\n<meta property=\"og:description\" content=\"\u0412 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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=\"2 \u043c\u0438\u043d\u0443\u0442\u044b\" \/>\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%be%d0%bb%d0%be%d0%b6%d0%b5%d0%bd%d0%b8%d0%b5-%d0%bb%d0%b5%d0%b3%d0%b5%d0%bd%d0%b4%d1%8b-matplotlib\/\",\"url\":\"https:\/\/statorials.org\/ru\/%d0%bf%d0%be%d0%bb%d0%be%d0%b6%d0%b5%d0%bd%d0%b8%d0%b5-%d0%bb%d0%b5%d0%b3%d0%b5%d0%bd%d0%b4%d1%8b-matplotlib\/\",\"name\":\"\u041a\u0430\u043a \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043b\u0435\u0433\u0435\u043d\u0434\u044b \u0432 Matplotlib \u2014 \u0421\u0442\u0430\u0442\u043e\u0440\u0438\u0430\u043b\u044b\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/ru\/#website\"},\"datePublished\":\"2023-07-22T23:59:54+00:00\",\"dateModified\":\"2023-07-22T23:59:54+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/ru\/#\/schema\/person\/774949a85feafc6654ba9cefc39d3cae\"},\"description\":\"\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 \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043b\u0435\u0433\u0435\u043d\u0434\u044b \u0432 Matplotlib, \u0441 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u043c\u0438 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