{"id":2127,"date":"2023-07-23T13:57:35","date_gmt":"2023-07-23T13:57:35","guid":{"rendered":"https:\/\/statorials.org\/ru\/seaborn-barplot-%d0%bf%d0%be%d0%ba%d0%b0%d0%b7%d1%8b%d0%b2%d0%b0%d0%b5%d1%82-%d0%b7%d0%bd%d0%b0%d1%87%d0%b5%d0%bd%d0%b8%d1%8f\/"},"modified":"2023-07-23T13:57:35","modified_gmt":"2023-07-23T13:57:35","slug":"seaborn-barplot-%d0%bf%d0%be%d0%ba%d0%b0%d0%b7%d1%8b%d0%b2%d0%b0%d0%b5%d1%82-%d0%b7%d0%bd%d0%b0%d1%87%d0%b5%d0%bd%d0%b8%d1%8f","status":"publish","type":"post","link":"https:\/\/statorials.org\/ru\/seaborn-barplot-%d0%bf%d0%be%d0%ba%d0%b0%d0%b7%d1%8b%d0%b2%d0%b0%d0%b5%d1%82-%d0%b7%d0%bd%d0%b0%d1%87%d0%b5%d0%bd%d0%b8%d1%8f\/","title":{"rendered":"\u041a\u0430\u043a \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0442\u044c \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u043d\u0430 seaborn barplot (\u0441 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u043c\u0438)"},"content":{"rendered":"

<\/p>\n

\n

\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\u0443\u044e \u0444\u0443\u043d\u043a\u0446\u0438\u044e \u0434\u043b\u044f \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439 \u043d\u0430 \u043c\u043e\u0440\u0441\u043a\u043e\u0439<\/a> \u0433\u0438\u0441\u0442\u043e\u0433\u0440\u0430\u043c\u043c\u0435:<\/span><\/p>\n

 def<\/span> show_values<\/span> (axs, orient=\" v<\/span> \", space=.01):\n    def _single<\/span> (ax):\n        if<\/span> orient == \" v<\/span> \":\n            for<\/span> p in<\/span> ax. patches<\/span> :\n                _x = p. get_x<\/span> () + p. get_width<\/span> ()\/2\n                _y = p. get_y<\/span> () + p. get_height<\/span> () + ( p.get_height<\/span> ()*0.01)\n                value = ' {:.1f}<\/span> '. format<\/span> (e.g. get_height<\/span> ())\n                ax. text<\/span> (_x, _y, value, ha=\" center<\/span> \") \n        elif<\/span> orient == \" h<\/span> \":\n            for<\/span> p in<\/span> ax. patches<\/span> :\n                _x = p. get_x<\/span> () + p. get_width<\/span> () + float(space)\n                _y = p. get_y<\/span> () + p. get_height<\/span> () - (e.g. get_height<\/span> ()*0.5)\n                value = ' {:.1f}<\/span> '. format<\/span> (e.g. get_width<\/span> ())\n                ax. text<\/span> (_x, _y, value, ha=\" left<\/span> \")\n\n    if<\/span> isinstance(axs, np.ndarray<\/span> ):\n        for<\/span> idx, ax in<\/span> np. ndenumerate<\/span> (axs):\n            _single(ax)\n    else<\/span> :\n        _single(axs)\n<\/strong><\/pre>\n
 \u042d\u0442\u0430 \u0444\u0443\u043d\u043a\u0446\u0438\u044f \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0434\u043b\u044f \u0433\u043e\u0440\u0438\u0437\u043e\u043d\u0442\u0430\u043b\u044c\u043d\u044b\u0445 \u0438 \u0432\u0435\u0440\u0442\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u0445 \u0433\u0438\u0441\u0442\u043e\u0433\u0440\u0430\u043c\u043c.<\/span><\/p>\n
 \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\u0443 \u0444\u0443\u043d\u043a\u0446\u0438\u044e \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0435 \u0441 \u043d\u0430\u0431\u043e\u0440\u043e\u043c \u0434\u0430\u043d\u043d\u044b\u0445 Seaborn \u00abtips\u00bb:<\/span><\/p>\n
 import<\/span> seaborn as<\/span> sns<\/span>\nimport<\/span> pandas as<\/span> pd<\/span>\nimport<\/span> numpy as<\/span> np<\/span>\n\n#load tips dataset<\/span>\ndata = sns. load_dataset<\/span> (\u201c tips<\/span> \u201d)<\/span>\n\n#view first five rows<\/span>\ndata. head<\/span> ()\n\n\ttotal_bill tip sex smoker day time size\n0 16.99 1.01 Female No Sun Dinner 2\n1 10.34 1.66 Male No Sun Dinner 3\n2 21.01 3.50 Male No Sun Dinner 3\n3 23.68 3.31 Male No Sun Dinner 2\n4 24.59 3.61 Female No Sun Dinner 4<\/span>\n<\/span><\/strong><\/pre>\n
 \u041f\u0440\u0438\u043c\u0435\u0440 1: \u041e\u0442\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439 \u043d\u0430 \u0432\u0435\u0440\u0442\u0438\u043a\u0430\u043b\u044c\u043d\u043e\u0439 \u0433\u0438\u0441\u0442\u043e\u0433\u0440\u0430\u043c\u043c\u0435<\/strong><\/span><\/h3>\n
 \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 \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0442\u044c \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u043d\u0430 \u0432\u0435\u0440\u0442\u0438\u043a\u0430\u043b\u044c\u043d\u043e\u0439 \u0433\u0438\u0441\u0442\u043e\u0433\u0440\u0430\u043c\u043c\u0435:<\/span> <\/p>\n
 #create vertical barplot<\/span>\np = sns. barplot<\/span> (x=\" day<\/span> \", y=\" tip<\/span> \", data=data, ci= None<\/span> )\n\n#show values on barplot\n<\/span>show_values(p)\n<\/strong><\/pre>\n
\"\"<\/p>\n
 \u041f\u0440\u0438\u043c\u0435\u0440 2: \u041e\u0442\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439 \u043d\u0430 \u0433\u043e\u0440\u0438\u0437\u043e\u043d\u0442\u0430\u043b\u044c\u043d\u043e\u0439 \u0433\u0438\u0441\u0442\u043e\u0433\u0440\u0430\u043c\u043c\u0435<\/strong><\/span><\/h3>\n
 \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 \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0442\u044c \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u043d\u0430 \u0433\u043e\u0440\u0438\u0437\u043e\u043d\u0442\u0430\u043b\u044c\u043d\u043e\u0439 \u0433\u0438\u0441\u0442\u043e\u0433\u0440\u0430\u043c\u043c\u0435:<\/span> <\/p>\n
 #create horizontal barplot<\/span>\np = sns. barplot<\/span> (x=\" tip<\/span> \", y=\" day<\/span> \", data=data, ci= None<\/span> )\n\n#show values on barplot<\/span>\nshow_values(p, \" h<\/span> \", space= 0<\/span> )\n<\/strong><\/pre>\n
\"\"<\/p>\n
 \u041e\u0431\u0440\u0430\u0442\u0438\u0442\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435: \u0447\u0435\u043c \u0431\u043e\u043b\u044c\u0448\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0432\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0435 \u0434\u043b\u044f \u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u0430, \u0442\u0435\u043c \u0434\u0430\u043b\u044c\u0448\u0435 \u043c\u0435\u0442\u043a\u0438 \u0431\u0443\u0434\u0443\u0442 \u043d\u0430\u0445\u043e\u0434\u0438\u0442\u044c\u0441\u044f \u043e\u0442 \u043f\u043e\u043b\u043e\u0441.<\/span><\/p>\n
 \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0434\u0430\u0432\u0430\u0439\u0442\u0435 \u0438\u0437\u043c\u0435\u043d\u0438\u043c \u043f\u0440\u043e\u0431\u0435\u043b \u0441 0<\/strong> \u043d\u0430 .05<\/strong> :<\/span> <\/p>\n
 #create horizontal barplot<\/span>\np = sns. barplot<\/span> (x=\" tip<\/span> \", y=\" day<\/span> \", data=data, ci= None<\/span> )\n\n#show values on barplot<\/span>\nshow_values(p, \" h<\/span> \", space= 0.05<\/span> )<\/strong> <\/pre>\n
\"\"<\/p>\n
 \u041f\u0440\u0438\u043c\u0435\u0447\u0430\u043d\u0438\u0435<\/strong> . \u0427\u0442\u043e\u0431\u044b \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u043c\u044b\u0445 \u0434\u0435\u0441\u044f\u0442\u0438\u0447\u043d\u044b\u0445 \u0437\u043d\u0430\u043a\u043e\u0432, \u043f\u0440\u043e\u0441\u0442\u043e \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0432 \u044d\u0442\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u0435 \u0444\u0443\u043d\u043a\u0446\u0438\u0438:<\/span><\/p>\n
 value = ' {:.1f}<\/span> '. format<\/span> (e.g. get_height<\/span> ())\n<\/strong><\/pre>\n
 \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u0435 \u0435\u0433\u043e \u043d\u0430 . \u041e\u0442 1f<\/strong> \u0434\u043e .2f<\/strong> \u0434\u043b\u044f \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0434\u0432\u0443\u0445 \u0434\u0435\u0441\u044f\u0442\u0438\u0447\u043d\u044b\u0445 \u0437\u043d\u0430\u043a\u043e\u0432 \u0432\u043c\u0435\u0441\u0442\u043e \u043e\u0434\u043d\u043e\u0433\u043e.<\/span><\/p>\n
 \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
 \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 \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u0432 seaborn:<\/span><\/p>\n
\u041a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043a\u0440\u0443\u0433\u043e\u0432\u0443\u044e \u0434\u0438\u0430\u0433\u0440\u0430\u043c\u043c\u0443 \u0432 Seaborn<\/a>
 \u041a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0433\u0440\u0430\u0444\u0438\u043a \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u0440\u044f\u0434\u043e\u0432 \u0432 Seaborn<\/a>
 \u041a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0433\u0440\u0430\u0444\u0438\u043a\u043e\u0432 \u0421\u0438\u0431\u043e\u0440\u043d\u0430 \u043d\u0430 \u043e\u0434\u043d\u043e\u043c \u0440\u0438\u0441\u0443\u043d\u043a\u0435<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"
\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\u0443\u044e \u0444\u0443\u043d\u043a\u0446\u0438\u044e \u0434\u043b\u044f \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439 \u043d\u0430 \u043c\u043e\u0440\u0441\u043a\u043e\u0439 \u0433\u0438\u0441\u0442\u043e\u0433\u0440\u0430\u043c\u043c\u0435: def show_values (axs, orient=» v «, space=.01): def _single (ax): if orient == » v «: for p in ax. patches : _x = p. get_x () + p. get_width ()\/2 _y = p. get_y () + p. get_height () + ( p.get_height ()*0.01) […]<\/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-2127","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"\n\u041a\u0430\u043a \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u044c \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u043d\u0430 Seaborn Barplot (\u0441 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u043c\u0438)<\/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 \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0442\u044c \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u043d\u0430 \u0433\u0438\u0441\u0442\u043e\u0433\u0440\u0430\u043c\u043c\u0435 \u0432 Seaborn, \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\/seaborn-barplot-\u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442-\u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u041a\u0430\u043a \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u044c \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u044f \u043d\u0430 Seaborn Barplot (\u0441 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u043c\u0438)\" \/>\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 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