{"id":1846,"date":"2023-07-24T18:09:47","date_gmt":"2023-07-24T18:09:47","guid":{"rendered":"https:\/\/statorials.org\/uk\/%d1%96%d0%bc%d0%bf%d0%be%d1%80%d1%82-seaborn-%d1%8f%d0%ba-sns\/"},"modified":"2023-07-24T18:09:47","modified_gmt":"2023-07-24T18:09:47","slug":"%d1%96%d0%bc%d0%bf%d0%be%d1%80%d1%82-seaborn-%d1%8f%d0%ba-sns","status":"publish","type":"post","link":"https:\/\/statorials.org\/uk\/%d1%96%d0%bc%d0%bf%d0%be%d1%80%d1%82-seaborn-%d1%8f%d0%ba-sns\/","title":{"rendered":"\u041d\u0430\u0439\u043f\u0440\u043e\u0441\u0442\u0456\u0448\u0438\u0439 \u0441\u043f\u043e\u0441\u0456\u0431 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f seaborn: \u0456\u043c\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u0442\u0438 seaborn \u0443 \u0444\u043e\u0440\u043c\u0430\u0442 sns"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><b>Seaborn<\/b> \u2014 \u0446\u0435 \u0431\u0456\u0431\u043b\u0456\u043e\u0442\u0435\u043a\u0430 \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u0434\u0430\u043d\u0438\u0445 Python, \u043f\u043e\u0431\u0443\u0434\u043e\u0432\u0430\u043d\u0430 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0456 <a href=\"https:\/\/matplotlib.org\/\" target=\"_blank\" rel=\"noopener\">Matplotlib<\/a> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u0439\u043f\u043e\u0448\u0438\u0440\u0435\u043d\u0456\u0448\u0438\u043c \u0441\u043f\u043e\u0441\u043e\u0431\u043e\u043c \u0456\u043c\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u043d\u043d\u044f Seaborn \u0443 \u0432\u0430\u0448\u0435 \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0435 Python \u0454 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f \u0442\u0430\u043a\u043e\u0433\u043e \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441\u0443:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> seaborn <span style=\"color: #107d3f;\">as<\/span> sns\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0427\u0430\u0441\u0442\u0438\u043d\u0430 \u043a\u043e\u0434\u0443 <strong>import seaborn<\/strong> \u043f\u043e\u0432\u0456\u0434\u043e\u043c\u043b\u044f\u0454 Python \u0456\u043d\u0442\u0435\u0433\u0440\u0443\u0432\u0430\u0442\u0438 \u0431\u0456\u0431\u043b\u0456\u043e\u0442\u0435\u043a\u0443 Seaborn \u0443 \u0432\u0430\u0448\u0435 \u043f\u043e\u0442\u043e\u0447\u043d\u0435 \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0435.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041f\u043e\u0442\u0456\u043c \u0447\u0430\u0441\u0442\u0438\u043d\u0430 \u043a\u043e\u0434\u0443 <strong>as sns<\/strong> \u043f\u043e\u0432\u0456\u0434\u043e\u043c\u043b\u044f\u0454 Python \u043d\u0430\u0434\u0430\u0442\u0438 Seaborn \u043f\u0441\u0435\u0432\u0434\u043e\u043d\u0456\u043c <strong>sns<\/strong> . \u0426\u0435 \u0434\u043e\u0437\u0432\u043e\u043b\u044f\u0454 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0444\u0443\u043d\u043a\u0446\u0456\u0457 Seaborn, \u043f\u0440\u043e\u0441\u0442\u043e \u0432\u0432\u0456\u0432\u0448\u0438 sns.function_name \u0437\u0430\u043c\u0456\u0441\u0442\u044c seaborn.function_name.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041f\u0456\u0441\u043b\u044f \u0442\u043e\u0433\u043e, \u044f\u043a \u0432\u0438 \u0456\u043c\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u043b\u0438 Seaborn, \u0432\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0432\u0431\u0443\u0434\u043e\u0432\u0430\u043d\u0456 \u0444\u0443\u043d\u043a\u0446\u0456\u0457 \u0434\u043b\u044f \u0448\u0432\u0438\u0434\u043a\u043e\u0457 \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u0434\u0430\u043d\u0438\u0445.<\/span><\/p>\n<h3> <strong><span style=\"color: #000000;\">\u0412\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0438 \u0442\u0435\u043c\u0443 Seaborn<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\u041f\u0456\u0441\u043b\u044f \u0442\u043e\u0433\u043e \u044f\u043a \u0432\u0438 \u0456\u043c\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u043b\u0438 Seaborn, \u0432\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0438 \u0442\u0435\u043c\u0443 \u0441\u044e\u0436\u0435\u0442\u0443 \u0437\u0430 \u0437\u0430\u043c\u043e\u0432\u0447\u0443\u0432\u0430\u043d\u043d\u044f\u043c \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u0442\u0430\u043a\u043e\u0457 \u0444\u0443\u043d\u043a\u0446\u0456\u0457:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>sns. <span style=\"color: #3366ff;\">set_theme<\/span> (style=' <span style=\"color: #ff0000;\">darkgrid<\/span> ')<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u0426\u044f \u0444\u0443\u043d\u043a\u0446\u0456\u044f \u043f\u0440\u0438\u0439\u043c\u0430\u0454 \u0442\u0430\u043a\u0456 \u043f\u043e\u0442\u0435\u043d\u0446\u0456\u0439\u043d\u0456 \u0441\u0442\u0438\u043b\u0456 \u044f\u043a \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442\u0438:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>darkgrid<\/strong> (\u0442\u0435\u043c\u043d\u0438\u0439 \u0444\u043e\u043d \u0437 \u0431\u0456\u043b\u043e\u044e \u0441\u0456\u0442\u043a\u043e\u044e)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u0431\u0456\u043b\u0430 \u0441\u0456\u0442\u043a\u0430<\/strong> (\u0431\u0456\u043b\u0438\u0439 \u0444\u043e\u043d \u0456\u0437 \u0441\u0456\u0440\u043e\u044e \u0441\u0456\u0442\u043a\u043e\u044e)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u0442\u0435\u043c\u043d\u0438\u0439<\/strong> (\u0442\u0435\u043c\u043d\u0438\u0439 \u0444\u043e\u043d \u0431\u0435\u0437 \u0441\u0456\u0442\u043a\u0438)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u0431\u0456\u043b\u0438\u0439<\/strong> (\u0431\u0456\u043b\u0438\u0439 \u0444\u043e\u043d \u0431\u0435\u0437 \u0441\u0456\u0442\u043a\u0438)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u043f\u043e\u0434\u0456\u043b\u043a\u0438<\/strong> (\u0431\u0456\u043b\u0438\u0439 \u0444\u043e\u043d \u0437 \u043f\u043e\u0434\u0456\u043b\u043a\u0430\u043c\u0438 \u043f\u043e \u043e\u0441\u0456 \u0442\u0430 \u0431\u0435\u0437 \u0441\u0456\u0442\u043a\u0438)<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u0420\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u0454\u0442\u044c\u0441\u044f \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0438 \u0442\u0435\u043c\u0443 \u043f\u0456\u0441\u043b\u044f \u0456\u043c\u043f\u043e\u0440\u0442\u0443 \u0431\u0456\u0431\u043b\u0456\u043e\u0442\u0435\u043a\u0438 Seaborn.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0421\u0442\u0432\u043e\u0440\u0456\u0442\u044c \u0441\u0432\u0456\u0439 \u043f\u0435\u0440\u0448\u0438\u0439 \u0441\u044e\u0436\u0435\u0442<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u041f\u0456\u0441\u043b\u044f \u0442\u043e\u0433\u043e \u044f\u043a \u0432\u0438 \u0456\u043c\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u043b\u0438 Seaborn \u0456 \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u043b\u0438 \u0442\u0435\u043c\u0443, \u0432\u0438 \u0433\u043e\u0442\u043e\u0432\u0456 \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0441\u0432\u0456\u0439 \u043f\u0435\u0440\u0448\u0438\u0439 \u0441\u044e\u0436\u0435\u0442.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0423 Seaborn \u0454 \u043a\u0456\u043b\u044c\u043a\u0430 \u0432\u0431\u0443\u0434\u043e\u0432\u0430\u043d\u0438\u0445 \u0441\u044e\u0436\u0435\u0442\u0456\u0432, \u044f\u043a\u0456 \u043c\u043e\u0436\u043d\u0430 \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438, \u0437\u043e\u043a\u0440\u0435\u043c\u0430:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u0425\u043c\u0430\u0440\u0430 \u0442\u043e\u0447\u043e\u043a<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u043b\u0456\u043d\u0456\u0439\u043d\u0438\u0439 \u0433\u0440\u0430\u0444\u0456\u043a<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0456\u0441\u0442\u043e\u0440\u0438\u0447\u043d\u0438\u0439 \u0441\u044e\u0436\u0435\u0442<\/span><\/li>\n<li> <span style=\"color: #000000;\">kdeplot<\/span><\/li>\n<li> <span style=\"color: #000000;\">ecdfplot<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u043a\u0438\u043b\u0438\u043c<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u043d\u0430\u043c\u0430\u043b\u044c\u043e\u0432\u0430\u043d\u0456 \u0441\u043c\u0443\u0433\u0430\u043c\u0438<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0440\u0456\u0439<\/span><\/li>\n<li> <span style=\"color: #000000;\">boxplot<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0441\u043a\u0440\u0438\u043f\u043a\u043e\u0432\u0438\u0439 \u0441\u044e\u0436\u0435\u0442<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0442\u043e\u0447\u043a\u043e\u0432\u0430 \u0434\u0456\u0430\u0433\u0440\u0430\u043c\u0430<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0431\u0430\u0440\u043f\u043b\u043e\u0442<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u043e\u0441\u044c \u044f\u043a \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u043f\u0440\u043e\u0441\u0442\u0443 \u0445\u043c\u0430\u0440\u0443 \u0442\u043e\u0447\u043e\u043a \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u0432\u0431\u0443\u0434\u043e\u0432\u0430\u043d\u043e\u0433\u043e \u043d\u0430\u0431\u043e\u0440\u0443 \u0434\u0430\u043d\u0438\u0445 <strong>\u043f\u0456\u0434\u043a\u0430\u0437\u043e\u043a<\/strong> Seaborn:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #ff0000;\"><span style=\"color: #000000;\"><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns<\/span>\n\n<span style=\"color: #008080;\">#set theme<\/span>\n<span style=\"color: #000000;\">sns. <span style=\"color: #3366ff;\">set_theme<\/span> (style=' <span style=\"color: #ff0000;\">darkgrid<\/span> ')<\/span>\n\n<span style=\"color: #008080;\">#load tips dataset<\/span>\n<span style=\"color: #000000;\">tips = sns. <span style=\"color: #3366ff;\">load_dataset<\/span> (' <span style=\"color: #ff0000;\">tips<\/span> ')\n<\/span>\n<span style=\"color: #008080;\">#create scatterplot\n<span style=\"color: #000000;\">sns. <span style=\"color: #3366ff;\">scatterplot<\/span> (data=tips, x=' <span style=\"color: #ff0000;\">total_bill<\/span> ', y=' <span style=\"color: #ff0000;\">tip<\/span> ')<\/span>\n<\/span><\/span><\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-17829 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/sns1.png\" alt=\"\" width=\"588\" height=\"415\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u0406 \u043e\u0441\u044c \u044f\u043a \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0434\u0456\u0430\u0433\u0440\u0430\u043c\u0443 \u0441\u043a\u0440\u0438\u043f\u043a\u0438, \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u044e\u0447\u0438 \u0442\u043e\u0439 \u0441\u0430\u043c\u0438\u0439 \u043d\u0430\u0431\u0456\u0440 \u0434\u0430\u043d\u0438\u0445:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#set theme\n<\/span>sns. <span style=\"color: #3366ff;\">set_theme<\/span> (style=' <span style=\"color: #ff0000;\">dark<\/span> ')\n\n<span style=\"color: #008080;\">#load tips dataset\n<\/span>tips = sns. <span style=\"color: #3366ff;\">load_dataset<\/span> (' <span style=\"color: #ff0000;\">tips<\/span> ')\n\n<span style=\"color: #008080;\">#create scatterplot\n<\/span>sns. <span style=\"color: #3366ff;\">violinplot<\/span> (data=tips, x=' <span style=\"color: #ff0000;\">total_bill<\/span> ', color=' <span style=\"color: #ff0000;\">purple<\/span> ')\n<\/strong><\/span><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-17830 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/sns2.png\" alt=\"\" width=\"533\" height=\"412\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\"><span style=\"color: #000000;\">\u0429\u043e\u0431 \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u043f\u043e\u0432\u043d\u0438\u0439 \u043e\u0433\u043b\u044f\u0434 \u0444\u0443\u043d\u043a\u0446\u0456\u0439 \u0442\u0440\u0430\u0441\u0443\u0432\u0430\u043d\u043d\u044f Seaborn, \u0437\u0432\u0435\u0440\u043d\u0456\u0442\u044c\u0441\u044f \u0434\u043e<a href=\"https:\/\/seaborn.pydata.org\/tutorial\/function_overview.html\" target=\"_blank\" rel=\"noopener\">\u0446\u0456\u0454\u0457 \u0441\u0442\u043e\u0440\u0456\u043d\u043a\u0438 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0456\u0457<\/a> .<\/span><\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0414\u043e\u0434\u0430\u0442\u043a\u043e\u0432\u0456 \u0440\u0435\u0441\u0443\u0440\u0441\u0438<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u042f\u043a\u0449\u043e \u0432\u0438 \u0445\u043e\u0447\u0435\u0442\u0435 \u0434\u0456\u0437\u043d\u0430\u0442\u0438\u0441\u044f \u0431\u0456\u043b\u044c\u0448\u0435 \u043f\u0440\u043e Seaborn, \u043f\u0435\u0440\u0435\u0433\u043b\u044f\u043d\u044c\u0442\u0435 <a href=\"https:\/\/seaborn.pydata.org\/index.html\" target=\"_blank\" rel=\"noopener\">\u043f\u043e\u0432\u043d\u0443 \u043e\u043d\u043b\u0430\u0439\u043d-\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0456\u044e Seaborn<\/a> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0414\u043b\u044f \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u043d\u043e\u0433\u043e \u0437\u0430\u0441\u0442\u043e\u0441\u0443\u0432\u0430\u043d\u043d\u044f Seaborn \u043f\u0435\u0440\u0435\u0433\u043b\u044f\u043d\u044c\u0442\u0435 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0456 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0438:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/uk\/\u043c\u043e\u0440\u0441\u044c\u043a\u0435-\u0437\u0432\u0430\u043d\u043d\u044f\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0434\u043e\u0434\u0430\u0442\u0438 \u043f\u0440\u0430\u0432\u043e \u0432\u043b\u0430\u0441\u043d\u043e\u0441\u0442\u0456 \u043d\u0430 \u0434\u0456\u043b\u044f\u043d\u043a\u0438 Seaborn<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u0440\u043e\u0437\u043c\u0456\u0440-\u043c\u043e\u0440\u0441\u044c\u043a\u043e\u0456-\u0444\u0456\u0433\u0443\u0440\u0438\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0432\u0456\u0434\u043a\u043e\u0440\u0438\u0433\u0443\u0432\u0430\u0442\u0438 \u0440\u043e\u0437\u043c\u0456\u0440 \u0444\u0456\u0433\u0443\u0440\u0438 \u0441\u044e\u0436\u0435\u0442\u0443 Seaborn<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u043f\u043e\u043b\u043e\u0436\u0435\u043d\u043d\u044f-\u043c\u043e\u0440\u0441\u044c\u043a\u043e\u0456-\u043b\u0435\u0433\u0435\u043d\u0434\u0438\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0437\u043c\u0456\u043d\u0438\u0442\u0438 \u043f\u043e\u043b\u043e\u0436\u0435\u043d\u043d\u044f \u043b\u0435\u0433\u0435\u043d\u0434\u0438 \u0432 Seaborn<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Seaborn \u2014 \u0446\u0435 \u0431\u0456\u0431\u043b\u0456\u043e\u0442\u0435\u043a\u0430 \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u0434\u0430\u043d\u0438\u0445 Python, \u043f\u043e\u0431\u0443\u0434\u043e\u0432\u0430\u043d\u0430 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0456 Matplotlib . \u041d\u0430\u0439\u043f\u043e\u0448\u0438\u0440\u0435\u043d\u0456\u0448\u0438\u043c \u0441\u043f\u043e\u0441\u043e\u0431\u043e\u043c \u0456\u043c\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u043d\u043d\u044f Seaborn \u0443 \u0432\u0430\u0448\u0435 \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0435 Python \u0454 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f \u0442\u0430\u043a\u043e\u0433\u043e \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441\u0443: import seaborn as sns \u0427\u0430\u0441\u0442\u0438\u043d\u0430 \u043a\u043e\u0434\u0443 import seaborn \u043f\u043e\u0432\u0456\u0434\u043e\u043c\u043b\u044f\u0454 Python \u0456\u043d\u0442\u0435\u0433\u0440\u0443\u0432\u0430\u0442\u0438 \u0431\u0456\u0431\u043b\u0456\u043e\u0442\u0435\u043a\u0443 Seaborn \u0443 \u0432\u0430\u0448\u0435 \u043f\u043e\u0442\u043e\u0447\u043d\u0435 \u0441\u0435\u0440\u0435\u0434\u043e\u0432\u0438\u0449\u0435. \u041f\u043e\u0442\u0456\u043c \u0447\u0430\u0441\u0442\u0438\u043d\u0430 \u043a\u043e\u0434\u0443 as sns \u043f\u043e\u0432\u0456\u0434\u043e\u043c\u043b\u044f\u0454 Python \u043d\u0430\u0434\u0430\u0442\u0438 Seaborn \u043f\u0441\u0435\u0432\u0434\u043e\u043d\u0456\u043c sns . \u0426\u0435 \u0434\u043e\u0437\u0432\u043e\u043b\u044f\u0454 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u041d\u0430\u0439\u043f\u0440\u043e\u0441\u0442\u0456\u0448\u0438\u0439 \u0441\u043f\u043e\u0441\u0456\u0431 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f Seaborn: \u0456\u043c\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u0442\u0438 Seaborn \u0443 \u0444\u043e\u0440\u043c\u0430\u0442 SNS<\/title>\n<meta name=\"description\" content=\"\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0443 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0442\u0430\u043a\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441, \u0449\u043e\u0431 \u0440\u043e\u0437\u043f\u043e\u0447\u0430\u0442\u0438 \u0440\u043e\u0431\u043e\u0442\u0443 \u0437 \u0431\u0456\u0431\u043b\u0456\u043e\u0442\u0435\u043a\u043e\u044e \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u0434\u0430\u043d\u0438\u0445 Seaborn: import seaborn as sns.\" \/>\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\/uk\/\u0456\u043c\u043f\u043e\u0440\u0442-seaborn-\u044f\u043a-sns\/\" \/>\n<meta property=\"og:locale\" content=\"uk_UA\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u041d\u0430\u0439\u043f\u0440\u043e\u0441\u0442\u0456\u0448\u0438\u0439 \u0441\u043f\u043e\u0441\u0456\u0431 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f Seaborn: \u0456\u043c\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u0442\u0438 Seaborn \u0443 \u0444\u043e\u0440\u043c\u0430\u0442 SNS\" \/>\n<meta property=\"og:description\" content=\"\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0443 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0442\u0430\u043a\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441, \u0449\u043e\u0431 \u0440\u043e\u0437\u043f\u043e\u0447\u0430\u0442\u0438 \u0440\u043e\u0431\u043e\u0442\u0443 \u0437 \u0431\u0456\u0431\u043b\u0456\u043e\u0442\u0435\u043a\u043e\u044e \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u0434\u0430\u043d\u0438\u0445 Seaborn: import seaborn as sns.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/uk\/\u0456\u043c\u043f\u043e\u0440\u0442-seaborn-\u044f\u043a-sns\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-24T18:09:47+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/sns1.png\" \/>\n<meta name=\"author\" content=\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u041f\u0440\u0438\u0431\u043b. \u0447\u0430\u0441 \u0447\u0438\u0442\u0430\u043d\u043d\u044f\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 \u0445\u0432\u0438\u043b\u0438\u043d\u0430\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/uk\/%d1%96%d0%bc%d0%bf%d0%be%d1%80%d1%82-seaborn-%d1%8f%d0%ba-sns\/\",\"url\":\"https:\/\/statorials.org\/uk\/%d1%96%d0%bc%d0%bf%d0%be%d1%80%d1%82-seaborn-%d1%8f%d0%ba-sns\/\",\"name\":\"\u041d\u0430\u0439\u043f\u0440\u043e\u0441\u0442\u0456\u0448\u0438\u0439 \u0441\u043f\u043e\u0441\u0456\u0431 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f Seaborn: \u0456\u043c\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u0442\u0438 Seaborn \u0443 \u0444\u043e\u0440\u043c\u0430\u0442 SNS\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/uk\/#website\"},\"datePublished\":\"2023-07-24T18:09:47+00:00\",\"dateModified\":\"2023-07-24T18:09:47+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/uk\/#\/schema\/person\/2affa1a5da08a4b61ab4becd078c191a\"},\"description\":\"\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0443 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0442\u0430\u043a\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441, \u0449\u043e\u0431 \u0440\u043e\u0437\u043f\u043e\u0447\u0430\u0442\u0438 \u0440\u043e\u0431\u043e\u0442\u0443 \u0437 \u0431\u0456\u0431\u043b\u0456\u043e\u0442\u0435\u043a\u043e\u044e \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u0434\u0430\u043d\u0438\u0445 Seaborn: import seaborn as sns.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/uk\/%d1%96%d0%bc%d0%bf%d0%be%d1%80%d1%82-seaborn-%d1%8f%d0%ba-sns\/#breadcrumb\"},\"inLanguage\":\"uk\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/uk\/%d1%96%d0%bc%d0%bf%d0%be%d1%80%d1%82-seaborn-%d1%8f%d0%ba-sns\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/uk\/%d1%96%d0%bc%d0%bf%d0%be%d1%80%d1%82-seaborn-%d1%8f%d0%ba-sns\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u0434\u043e\u0434\u043e\u043c\u0443\",\"item\":\"https:\/\/statorials.org\/uk\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u041d\u0430\u0439\u043f\u0440\u043e\u0441\u0442\u0456\u0448\u0438\u0439 \u0441\u043f\u043e\u0441\u0456\u0431 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f seaborn: \u0456\u043c\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u0442\u0438 seaborn \u0443 \u0444\u043e\u0440\u043c\u0430\u0442 sns\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/uk\/#website\",\"url\":\"https:\/\/statorials.org\/uk\/\",\"name\":\"Statorials\",\"description\":\"\u0412\u0430\u0448 \u043f\u0443\u0442\u0456\u0432\u043d\u0438\u043a \u0434\u043e \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u043d\u043e\u0457 \u043a\u043e\u043c\u043f\u0435\u0442\u0435\u043d\u0442\u043d\u043e\u0441\u0442\u0456!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/uk\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"uk\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/uk\/#\/schema\/person\/2affa1a5da08a4b61ab4becd078c191a\",\"name\":\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"uk\",\"@id\":\"https:\/\/statorials.org\/uk\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/uk\/wp-content\/uploads\/2023\/11\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/uk\/wp-content\/uploads\/2023\/11\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f\"},\"description\":\"\u041f\u0440\u0438\u0432\u0456\u0442, \u044f \u0411\u0435\u043d\u0434\u0436\u0430\u043c\u0456\u043d, \u043f\u0440\u043e\u0444\u0435\u0441\u043e\u0440 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438 \u043d\u0430 \u043f\u0435\u043d\u0441\u0456\u0457, \u044f\u043a\u0438\u0439 \u0441\u0442\u0430\u0432 \u0432\u0438\u043a\u043b\u0430\u0434\u0430\u0447\u0435\u043c \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438. \u041c\u0430\u044e\u0447\u0438 \u0432\u0435\u043b\u0438\u043a\u0438\u0439 \u0434\u043e\u0441\u0432\u0456\u0434 \u0456 \u0437\u043d\u0430\u043d\u043d\u044f \u0432 \u0433\u0430\u043b\u0443\u0437\u0456 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0438, \u044f \u0433\u043e\u0442\u043e\u0432\u0438\u0439 \u043f\u043e\u0434\u0456\u043b\u0438\u0442\u0438\u0441\u044f \u0441\u0432\u043e\u0457\u043c\u0438 \u0437\u043d\u0430\u043d\u043d\u044f\u043c\u0438, \u0449\u043e\u0431 \u0440\u043e\u0437\u0448\u0438\u0440\u0438\u0442\u0438 \u043c\u043e\u0436\u043b\u0438\u0432\u043e\u0441\u0442\u0456 \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u0456\u0432 \u0447\u0435\u0440\u0435\u0437 Statorials. \u0414\u0456\u0437\u043d\u0430\u0439\u0442\u0435\u0441\u044f \u0431\u0456\u043b\u044c\u0448\u0435\",\"sameAs\":[\"http:\/\/statorials.org\/uk\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u041d\u0430\u0439\u043f\u0440\u043e\u0441\u0442\u0456\u0448\u0438\u0439 \u0441\u043f\u043e\u0441\u0456\u0431 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f Seaborn: \u0456\u043c\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u0442\u0438 Seaborn \u0443 \u0444\u043e\u0440\u043c\u0430\u0442 SNS","description":"\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0443 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0442\u0430\u043a\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441, \u0449\u043e\u0431 \u0440\u043e\u0437\u043f\u043e\u0447\u0430\u0442\u0438 \u0440\u043e\u0431\u043e\u0442\u0443 \u0437 \u0431\u0456\u0431\u043b\u0456\u043e\u0442\u0435\u043a\u043e\u044e \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u0434\u0430\u043d\u0438\u0445 Seaborn: import seaborn as sns.","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\/uk\/\u0456\u043c\u043f\u043e\u0440\u0442-seaborn-\u044f\u043a-sns\/","og_locale":"uk_UA","og_type":"article","og_title":"\u041d\u0430\u0439\u043f\u0440\u043e\u0441\u0442\u0456\u0448\u0438\u0439 \u0441\u043f\u043e\u0441\u0456\u0431 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f Seaborn: \u0456\u043c\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u0442\u0438 Seaborn \u0443 \u0444\u043e\u0440\u043c\u0430\u0442 SNS","og_description":"\u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0443 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0442\u0430\u043a\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441, \u0449\u043e\u0431 \u0440\u043e\u0437\u043f\u043e\u0447\u0430\u0442\u0438 \u0440\u043e\u0431\u043e\u0442\u0443 \u0437 \u0431\u0456\u0431\u043b\u0456\u043e\u0442\u0435\u043a\u043e\u044e \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u0434\u0430\u043d\u0438\u0445 Seaborn: import seaborn as sns.","og_url":"https:\/\/statorials.org\/uk\/\u0456\u043c\u043f\u043e\u0440\u0442-seaborn-\u044f\u043a-sns\/","og_site_name":"Statorials","article_published_time":"2023-07-24T18:09:47+00:00","og_image":[{"url":"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/sns1.png"}],"author":"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f","twitter_card":"summary_large_image","twitter_misc":{"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e":"\u0420\u0435\u0434\u0430\u043a\u0446\u0456\u044f","\u041f\u0440\u0438\u0431\u043b. \u0447\u0430\u0441 \u0447\u0438\u0442\u0430\u043d\u043d\u044f":"1 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\u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0443 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0442\u0430\u043a\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441, \u0449\u043e\u0431 \u0440\u043e\u0437\u043f\u043e\u0447\u0430\u0442\u0438 \u0440\u043e\u0431\u043e\u0442\u0443 \u0437 \u0431\u0456\u0431\u043b\u0456\u043e\u0442\u0435\u043a\u043e\u044e \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u0434\u0430\u043d\u0438\u0445 Seaborn: import seaborn as sns.","breadcrumb":{"@id":"https:\/\/statorials.org\/uk\/%d1%96%d0%bc%d0%bf%d0%be%d1%80%d1%82-seaborn-%d1%8f%d0%ba-sns\/#breadcrumb"},"inLanguage":"uk","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/uk\/%d1%96%d0%bc%d0%bf%d0%be%d1%80%d1%82-seaborn-%d1%8f%d0%ba-sns\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/uk\/%d1%96%d0%bc%d0%bf%d0%be%d1%80%d1%82-seaborn-%d1%8f%d0%ba-sns\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u0434\u043e\u0434\u043e\u043c\u0443","item":"https:\/\/statorials.org\/uk\/"},{"@type":"ListItem","position":2,"name":"\u041d\u0430\u0439\u043f\u0440\u043e\u0441\u0442\u0456\u0448\u0438\u0439 \u0441\u043f\u043e\u0441\u0456\u0431 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u0430\u043d\u043d\u044f seaborn: \u0456\u043c\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u0442\u0438 seaborn \u0443 \u0444\u043e\u0440\u043c\u0430\u0442 sns"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/uk\/#website","url":"https:\/\/statorials.org\/uk\/","name":"Statorials","description":"\u0412\u0430\u0448 \u043f\u0443\u0442\u0456\u0432\u043d\u0438\u043a \u0434\u043e \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u043d\u043e\u0457 \u043a\u043e\u043c\u043f\u0435\u0442\u0435\u043d\u0442\u043d\u043e\u0441\u0442\u0456!","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/uk\/?s={search_term_string}"},"query-input":"required 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\u0431\u0456\u043b\u044c\u0448\u0435","sameAs":["http:\/\/statorials.org\/uk"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/posts\/1846"}],"collection":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/comments?post=1846"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/posts\/1846\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/media?parent=1846"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/categories?post=1846"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/uk\/wp-json\/wp\/v2\/tags?post=1846"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}