{"id":1350,"date":"2023-07-26T18:11:40","date_gmt":"2023-07-26T18:11:40","guid":{"rendered":"https:\/\/statorials.org\/uk\/ggplot2-%d0%b1%d0%b0%d1%80%d0%b4%d1%96%d0%b0%d0%b3%d1%80%d0%b0%d0%bc%d0%b0-%d0%b7-%d0%ba%d1%96%d0%bb%d1%8c%d0%ba%d0%be%d0%bc%d0%b0-%d0%b7%d0%bc%d1%96%d0%bd%d0%bd%d0%b8%d0%bc%d0%b8\/"},"modified":"2023-07-26T18:11:40","modified_gmt":"2023-07-26T18:11:40","slug":"ggplot2-%d0%b1%d0%b0%d1%80%d0%b4%d1%96%d0%b0%d0%b3%d1%80%d0%b0%d0%bc%d0%b0-%d0%b7-%d0%ba%d1%96%d0%bb%d1%8c%d0%ba%d0%be%d0%bc%d0%b0-%d0%b7%d0%bc%d1%96%d0%bd%d0%bd%d0%b8%d0%bc%d0%b8","status":"publish","type":"post","link":"https:\/\/statorials.org\/uk\/ggplot2-%d0%b1%d0%b0%d1%80%d0%b4%d1%96%d0%b0%d0%b3%d1%80%d0%b0%d0%bc%d0%b0-%d0%b7-%d0%ba%d1%96%d0%bb%d1%8c%d0%ba%d0%be%d0%bc%d0%b0-%d0%b7%d0%bc%d1%96%d0%bd%d0%bd%d0%b8%d0%bc%d0%b8\/","title":{"rendered":"\u042f\u043a \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0431\u0430\u0440\u043f\u043b\u043e\u0442 \u0443 ggplot2 \u0456\u0437 \u043a\u0456\u043b\u044c\u043a\u043e\u043c\u0430 \u0437\u043c\u0456\u043d\u043d\u0438\u043c\u0438"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u0411\u0430\u0440\u0434\u0456\u0430\u0433\u0440\u0430\u043c\u0430<\/strong> \u043a\u043e\u0440\u0438\u0441\u043d\u0430 \u0434\u043b\u044f \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u043a\u0456\u043b\u044c\u043a\u043e\u0441\u0442\u0456 \u0440\u0456\u0437\u043d\u0438\u0445 \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0456\u0430\u043b\u044c\u043d\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0406\u043d\u043e\u0434\u0456 \u043c\u0438 \u0445\u043e\u0447\u0435\u043c\u043e \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0431\u0430\u0440\u0434\u0456\u0430\u0433\u0440\u0430\u043c\u0443, \u044f\u043a\u0430 \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0443\u0454 \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0456\u0430\u043b\u044c\u043d\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445, \u0440\u043e\u0437\u0434\u0456\u043b\u0435\u043d\u0438\u0445 \u043d\u0430 \u043f\u0456\u0434\u0433\u0440\u0443\u043f\u0438.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u043c\u0438 \u043c\u043e\u0436\u0435\u043c\u043e \u0437\u0430\u0445\u043e\u0442\u0456\u0442\u0438 \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0443\u0432\u0430\u0442\u0438 \u0437\u0430\u0433\u0430\u043b\u044c\u043d\u0438\u0439 \u043e\u0431\u0441\u044f\u0433 \u043f\u0440\u043e\u0434\u0430\u0436\u0456\u0432 \u043f\u043e\u043f\u043a\u043e\u0440\u043d\u0443 \u0442\u0430 \u0433\u0430\u0437\u043e\u0432\u0430\u043d\u043e\u0457 \u0432\u043e\u0434\u0438 \u043d\u0430 \u0442\u0440\u044c\u043e\u0445 \u0440\u0456\u0437\u043d\u0438\u0445 \u0441\u043f\u043e\u0440\u0442\u0438\u0432\u043d\u0438\u0445 \u0441\u0442\u0430\u0434\u0456\u043e\u043d\u0430\u0445. \u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a\u0443 \u043d\u0430\u0432\u0435\u0434\u0435\u043d\u043e \u043f\u043e\u043a\u0440\u043e\u043a\u043e\u0432\u0438\u0439 \u043f\u0440\u0438\u043a\u043b\u0430\u0434 \u0442\u043e\u0433\u043e, \u044f\u043a \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0442\u0430\u043a\u0443 \u0431\u0430\u0440\u0434\u0456\u0430\u0433\u0440\u0430\u043c\u0443 \u0437 \u043a\u0456\u043b\u044c\u043a\u043e\u043c\u0430 \u0437\u043c\u0456\u043d\u043d\u0438\u043c\u0438:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13225 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/barremultiple2.png\" alt=\"\u0428\u0442\u0440\u0438\u0445\u043e\u0432\u0430 \u0434\u0456\u0430\u0433\u0440\u0430\u043c\u0430 \u0437 \u043a\u0456\u043b\u044c\u043a\u043e\u043c\u0430 \u0437\u043c\u0456\u043d\u043d\u0438\u043c\u0438 \u0432 R\" width=\"456\" height=\"454\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041a\u0440\u043e\u043a 1: \u0421\u0442\u0432\u043e\u0440\u0456\u0442\u044c \u0434\u0430\u043d\u0456<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0421\u043f\u043e\u0447\u0430\u0442\u043a\u0443 \u0434\u0430\u0432\u0430\u0439\u0442\u0435 \u0441\u0442\u0432\u043e\u0440\u0438\u043c\u043e \u0444\u0440\u0435\u0439\u043c \u0434\u0430\u043d\u0438\u0445 \u0434\u043b\u044f \u0437\u0431\u0435\u0440\u0456\u0433\u0430\u043d\u043d\u044f \u043d\u0430\u0448\u0438\u0445 \u0434\u0430\u043d\u0438\u0445:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#createdata\n<\/span>df &lt;- data.frame(stadium= <span style=\"color: #3366ff;\">rep<\/span> (c(' <span style=\"color: #008000;\">A<\/span> ', ' <span style=\"color: #008000;\">B<\/span> ', ' <span style=\"color: #008000;\">C<\/span> '), <span style=\"color: #3366ff;\">each<\/span> =4),\n                 food= <span style=\"color: #3366ff;\">rep<\/span> (c(' <span style=\"color: #008000;\">popcorn<\/span> ', ' <span style=\"color: #008000;\">soda<\/span> '), <span style=\"color: #3366ff;\">times<\/span> =6),\n                 sales=c(4, 5, 6, 8, 9, 12, 7, 9, 9, 11, 14, 13))\n\n<span style=\"color: #008080;\">#viewdata\n<\/span>df\n\n   stadium food sales\n1 A popcorn 4\n2 A soda 5\n3 A popcorn 6\n4 A soda 8\n5 B popcorn 9\n6 B soda 12\n7 B popcorn 7\n8 B soda 9\n9 C popcorn 9\n10 C soda 11\n11 C popcorn 14\n12 C soda 13<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u041a\u0440\u043e\u043a 2. \u0421\u0442\u0432\u043e\u0440\u0456\u0442\u044c \u0431\u0430\u0440\u0434\u0456\u0430\u0433\u0440\u0430\u043c\u0443 \u0437 \u043a\u0456\u043b\u044c\u043a\u043e\u043c\u0430 \u0437\u043c\u0456\u043d\u043d\u0438\u043c\u0438<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0423 \u043d\u0430\u0432\u0435\u0434\u0435\u043d\u043e\u043c\u0443 \u043d\u0438\u0436\u0447\u0435 \u043a\u043e\u0434\u0456 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \u044f\u043a \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0433\u0438\u0441\u0442\u043e\u0433\u0440\u0430\u043c\u043c\u0443 \u0437 \u043a\u0456\u043b\u044c\u043a\u043e\u043c\u0430 \u0437\u043c\u0456\u043d\u043d\u0438\u043c\u0438 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u0444\u0443\u043d\u043a\u0446\u0456\u0457 <strong>geom_bar()<\/strong> \u0434\u043b\u044f \u0441\u0442\u0432\u043e\u0440\u0435\u043d\u043d\u044f \u0441\u043c\u0443\u0433 \u0456 \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442\u0443 <strong>\u00abdodge\u00bb<\/strong> , \u0449\u043e\u0431 \u0432\u043a\u0430\u0437\u0430\u0442\u0438, \u0449\u043e \u0441\u043c\u0443\u0433\u0438 \u0432 \u043a\u043e\u0436\u043d\u0456\u0439 \u0433\u0440\u0443\u043f\u0456 \u043c\u0430\u044e\u0442\u044c \u00ab\u0443\u0445\u0438\u043b\u044f\u0442\u0438\u0441\u044f\u00bb \u0442\u0430 \u0432\u0456\u0434\u043e\u0431\u0440\u0430\u0436\u0430\u0442\u0438\u0441\u044f \u043f\u043b\u0456\u0447-\u043e-\u043f\u043b\u0456\u0447.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>ggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (fill=food, y=sales, x=stadium)) +\n  geom_bar(position=' <span style=\"color: #008000;\">dodge<\/span> ', stat=' <span style=\"color: #008000;\">identity<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13224 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/barremultiple1.png\" alt=\"\u0428\u0442\u0440\u0438\u0445\u043e\u0432\u0430 \u0434\u0456\u0430\u0433\u0440\u0430\u043c\u0430 \u0437 \u043a\u0456\u043b\u044c\u043a\u043e\u043c\u0430 \u0437\u043c\u0456\u043d\u043d\u0438\u043c\u0438 \u0432 R\" width=\"421\" height=\"424\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u0420\u0456\u0437\u043d\u0456 \u0435\u0442\u0430\u043f\u0438 \u2013 A, B \u0456 C \u2013 \u0432\u0456\u0434\u043e\u0431\u0440\u0430\u0436\u0430\u044e\u0442\u044c\u0441\u044f \u0432\u0437\u0434\u043e\u0432\u0436 \u043e\u0441\u0456 X, \u0430 \u0432\u0456\u0434\u043f\u043e\u0432\u0456\u0434\u043d\u0456 \u043f\u0440\u043e\u0434\u0430\u0436\u0456 \u043f\u043e\u043f\u043a\u043e\u0440\u043d\u0443 \u0442\u0430 \u0433\u0430\u0437\u043e\u0432\u0430\u043d\u043e\u0457 \u0432\u043e\u0434\u0438 (\u0443 \u0442\u0438\u0441\u044f\u0447\u0430\u0445) \u0432\u0456\u0434\u043e\u0431\u0440\u0430\u0436\u0430\u044e\u0442\u044c\u0441\u044f \u0432\u0437\u0434\u043e\u0432\u0436 \u043e\u0441\u0456 Y.<\/span><\/p>\n<h3> <strong><span style=\"color: #000000;\">\u041a\u0440\u043e\u043a 3: \u0417\u043c\u0456\u043d\u0456\u0442\u044c \u0435\u0441\u0442\u0435\u0442\u0438\u043a\u0443 Barplot<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\u0423 \u043d\u0430\u0432\u0435\u0434\u0435\u043d\u043e\u043c\u0443 \u043d\u0438\u0436\u0447\u0435 \u043a\u043e\u0434\u0456 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \u044f\u043a \u0434\u043e\u0434\u0430\u0442\u0438 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043e\u043a, \u0437\u043c\u0456\u043d\u0438\u0442\u0438 \u043c\u0456\u0442\u043a\u0438 \u043e\u0441\u0456 \u0442\u0430 \u043d\u0430\u043b\u0430\u0448\u0442\u0443\u0432\u0430\u0442\u0438 \u043a\u043e\u043b\u044c\u043e\u0440\u0438 \u043d\u0430 \u0433\u0456\u0441\u0442\u043e\u0433\u0440\u0430\u043c\u0456:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>ggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (fill=food, y=sales, x=stadium)) +\n  geom_bar(position=' <span style=\"color: #008000;\">dodge<\/span> ', stat=' <span style=\"color: #008000;\">identity<\/span> ') +\n  ggtitle(' <span style=\"color: #008000;\">Sales by Stadium<\/span> ') +\n  xlab(' <span style=\"color: #008000;\">Stadium<\/span> ') +\n  ylab(' <span style=\"color: #008000;\">Sales (in thousands)<\/span> ') +\n  scale_fill_manual(' <span style=\"color: #008000;\">Product<\/span> ', values=c(' <span style=\"color: #008000;\">coral2<\/span> ',' <span style=\"color: #008000;\">steelblue<\/span> '))<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-13225 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/barremultiple2.png\" alt=\"\u0428\u0442\u0440\u0438\u0445\u043e\u0432\u0430 \u0434\u0456\u0430\u0433\u0440\u0430\u043c\u0430 \u0437 \u043a\u0456\u043b\u044c\u043a\u043e\u043c\u0430 \u0437\u043c\u0456\u043d\u043d\u0438\u043c\u0438 \u0432 R\" width=\"456\" height=\"454\" srcset=\"\" sizes=\"\"><\/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> <a href=\"https:\/\/statorials.org\/uk\/\u0437\u043c\u0456\u043d\u0438\u0442\u0438-\u043d\u0430\u0437\u0432\u0443-\u043b\u0435\u0433\u0435\u043d\u0434\u0438-ggplot2\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0437\u043c\u0456\u043d\u0438\u0442\u0438 \u043d\u0430\u0437\u0432\u0443 \u043b\u0435\u0433\u0435\u043d\u0434\u0438 \u0432 ggplot2<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u0440\u043e\u0437\u043c\u0456\u0440-\u043b\u0435\u0433\u0435\u043d\u0434\u0438-ggplot2\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0437\u043c\u0456\u043d\u0438\u0442\u0438 \u0440\u043e\u0437\u043c\u0456\u0440 \u043b\u0435\u0433\u0435\u043d\u0434\u0438 \u0432 ggplot2<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u043d\u0430\u0438\u043a\u0440\u0430\u0449\u0456-\u0442\u0435\u043c\u0438-ggplot2\/\" target=\"_blank\" rel=\"noopener\">\u041f\u043e\u0432\u043d\u0438\u0439 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a \u0456\u0437 \u043d\u0430\u0439\u043a\u0440\u0430\u0449\u0438\u0445 \u0442\u0435\u043c ggplot2<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0411\u0430\u0440\u0434\u0456\u0430\u0433\u0440\u0430\u043c\u0430 \u043a\u043e\u0440\u0438\u0441\u043d\u0430 \u0434\u043b\u044f \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0430\u0446\u0456\u0457 \u043a\u0456\u043b\u044c\u043a\u043e\u0441\u0442\u0456 \u0440\u0456\u0437\u043d\u0438\u0445 \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0456\u0430\u043b\u044c\u043d\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445. \u0406\u043d\u043e\u0434\u0456 \u043c\u0438 \u0445\u043e\u0447\u0435\u043c\u043e \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0431\u0430\u0440\u0434\u0456\u0430\u0433\u0440\u0430\u043c\u0443, \u044f\u043a\u0430 \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0443\u0454 \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u043a\u0430\u0442\u0435\u0433\u043e\u0440\u0456\u0430\u043b\u044c\u043d\u0438\u0445 \u0437\u043c\u0456\u043d\u043d\u0438\u0445, \u0440\u043e\u0437\u0434\u0456\u043b\u0435\u043d\u0438\u0445 \u043d\u0430 \u043f\u0456\u0434\u0433\u0440\u0443\u043f\u0438. \u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u043c\u0438 \u043c\u043e\u0436\u0435\u043c\u043e \u0437\u0430\u0445\u043e\u0442\u0456\u0442\u0438 \u0432\u0456\u0437\u0443\u0430\u043b\u0456\u0437\u0443\u0432\u0430\u0442\u0438 \u0437\u0430\u0433\u0430\u043b\u044c\u043d\u0438\u0439 \u043e\u0431\u0441\u044f\u0433 \u043f\u0440\u043e\u0434\u0430\u0436\u0456\u0432 \u043f\u043e\u043f\u043a\u043e\u0440\u043d\u0443 \u0442\u0430 \u0433\u0430\u0437\u043e\u0432\u0430\u043d\u043e\u0457 \u0432\u043e\u0434\u0438 \u043d\u0430 \u0442\u0440\u044c\u043e\u0445 \u0440\u0456\u0437\u043d\u0438\u0445 \u0441\u043f\u043e\u0440\u0442\u0438\u0432\u043d\u0438\u0445 \u0441\u0442\u0430\u0434\u0456\u043e\u043d\u0430\u0445. \u0423 \u0446\u044c\u043e\u043c\u0443 \u043f\u0456\u0434\u0440\u0443\u0447\u043d\u0438\u043a\u0443 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