{"id":3494,"date":"2023-07-17T04:53:31","date_gmt":"2023-07-17T04:53:31","guid":{"rendered":"https:\/\/statorials.org\/hi\/%e0%a4%a6%e0%a5%8b-%e0%a4%95%e0%a5%89%e0%a4%b2%e0%a4%ae-%e0%a4%a6%e0%a5%8d%e0%a4%b5%e0%a4%be%e0%a4%b0%e0%a4%be-ggplot-%e0%a4%b8%e0%a4%ae%e0%a5%82%e0%a4%b9\/"},"modified":"2023-07-17T04:53:31","modified_gmt":"2023-07-17T04:53:31","slug":"%e0%a4%a6%e0%a5%8b-%e0%a4%95%e0%a5%89%e0%a4%b2%e0%a4%ae-%e0%a4%a6%e0%a5%8d%e0%a4%b5%e0%a4%be%e0%a4%b0%e0%a4%be-ggplot-%e0%a4%b8%e0%a4%ae%e0%a5%82%e0%a4%b9","status":"publish","type":"post","link":"https:\/\/statorials.org\/hi\/%e0%a4%a6%e0%a5%8b-%e0%a4%95%e0%a5%89%e0%a4%b2%e0%a4%ae-%e0%a4%a6%e0%a5%8d%e0%a4%b5%e0%a4%be%e0%a4%b0%e0%a4%be-ggplot-%e0%a4%b8%e0%a4%ae%e0%a5%82%e0%a4%b9\/","title":{"rendered":"Ggplot2 \u092e\u0947\u0902 \u0926\u094b \u0915\u0949\u0932\u092e\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0938\u092e\u0942\u0939 \u0915\u0948\u0938\u0947 \u092c\u0928\u093e\u090f\u0902 (\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0938\u093e\u0925)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">ggplot2 \u092e\u0947\u0902 \u092a\u094d\u0932\u0949\u091f \u092c\u0928\u093e\u0924\u0947 \u0938\u092e\u092f \u0906\u092a \u0926\u094b \u0915\u0949\u0932\u092e\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u092e\u0942\u0939\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u092e\u0942\u0932 \u0938\u093f\u0902\u091f\u0948\u0915\u094d\u0938 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>ggplot(df, aes(x=var1, y=var2, color=var3, shape=var4,\n       group=interaction(var3, var4))) + \n  geom_point() +\n  geom_line()\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u092f\u0939 \u0935\u093f\u0936\u0947\u0937 \u0915\u094b\u0921 \u090f\u0915 \u0930\u0947\u0916\u0940\u092f \u092a\u094d\u0932\u0949\u091f \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u0939\u093e\u0902 \u092c\u093f\u0902\u0926\u0941\u0913\u0902 \u0915\u094b \u0921\u0947\u091f\u093e \u092b\u094d\u0930\u0947\u092e \u092e\u0947\u0902 \u0915\u0949\u0932\u092e <strong>var3<\/strong> \u0914\u0930 <strong>var4<\/strong> \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u092e\u0942\u0939\u0940\u0915\u0943\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0909\u0926\u093e\u0939\u0930\u0923 \u0926\u093f\u0916\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u092e\u0947\u0902 \u0907\u0938 \u0935\u093e\u0915\u094d\u092f\u0935\u093f\u0928\u094d\u092f\u093e\u0938 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902\u0964<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u0909\u0926\u093e\u0939\u0930\u0923: ggplot2 \u092e\u0947\u0902 \u0926\u094b \u0938\u094d\u0924\u0902\u092d\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u092e\u0942\u0939\u093f\u0924 \u0915\u0930\u0947\u0902<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u092e\u093e\u0928 \u0932\u0940\u091c\u093f\u090f \u0915\u093f \u0939\u092e\u093e\u0930\u0947 \u092a\u093e\u0938 \u0906\u0930 \u092e\u0947\u0902 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0921\u0947\u091f\u093e \u092b\u094d\u0930\u0947\u092e \u0939\u0948 \u091c\u094b \u0926\u094b \u0905\u0932\u0917-\u0905\u0932\u0917 \u0938\u094d\u091f\u094b\u0930\u094b\u0902 \u092e\u0947\u0902 \u0915\u0908 \u0939\u092b\u094d\u0924\u094b\u0902 \u0915\u0947 \u0926\u094c\u0930\u093e\u0928 \u0915\u0941\u0932 \u092c\u093f\u0915\u094d\u0930\u0940 \u0926\u093f\u0916\u093e\u0924\u093e \u0939\u0948 \u091c\u092c \u0926\u094b \u0905\u0932\u0917-\u0905\u0932\u0917 \u092a\u094d\u0930\u091a\u093e\u0930 \u091a\u0932\u093e\u090f \u0917\u090f \u0925\u0947:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame\n<span style=\"color: #000000;\">df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (store=rep(c(' <span style=\"color: #ff0000;\">A<\/span> ', ' <span style=\"color: #ff0000;\">B<\/span> '), each= <span style=\"color: #008000;\">8<\/span> ),\n                 promo=rep(c(' <span style=\"color: #ff0000;\">Promo 1<\/span> ', ' <span style=\"color: #ff0000;\">Promo 2<\/span> '), each= <span style=\"color: #008000;\">4<\/span> , times= <span style=\"color: #008000;\">2<\/span> ),\n                 week=rep(c(1:4), times= <span style=\"color: #008000;\">4<\/span> ),\n                 sales=c(1, 2, 6, 7, 2, 3, 5, 6, 3, 4, 7, 8, 3, 5, 8, 9))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n   store promo week sales\n1 A Promo 1 1 1\n2 A Promo 1 2 2\n3 A Promo 1 3 6\n4 A Promo 1 4 7\n5 A Promo 2 1 2\n6 A Promo 2 2 3\n7 A Promo 2 3 5\n8 A Promo 2 4 6\n9 B Promo 1 1 3\n10 B Promo 1 2 4\n11 B Promo 1 3 7\n12 B Promo 1 4 8\n13 B Promo 2 1 3\n14 B Promo 2 2 5\n15 B Promo 2 3 8\n16 B Promo 2 4 9\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0939\u092e ggplot2 \u092e\u0947\u0902 \u090f\u0915 \u0932\u093e\u0907\u0928 \u091a\u093e\u0930\u094d\u091f \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0915\u094b\u0921 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902 \u091c\u093f\u0938\u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u092e\u093e\u0928\u094b\u0902 \u0915\u094b <strong>\u0938\u094d\u091f\u094b\u0930<\/strong> \u0914\u0930 <strong>\u092a\u094d\u0930\u092e\u094b\u0936\u0928<\/strong> \u0915\u0949\u0932\u092e \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u092e\u0942\u0939\u0940\u0915\u0943\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e \u0939\u0948:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">library<\/span> (ggplot2)\n\n<span style=\"color: #008080;\">#create line plot with values grouped by store and promo\n<\/span>ggplot(df, aes(x=week, y=sales, color=store, shape=promo,\n               group=interaction(store, promo))) + \n  geom_point(size= <span style=\"color: #008000;\">3<\/span> ) +\n  geom_line()\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-29100\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/groupedeux1.jpg\" alt=\"\u0926\u094b \u0915\u0949\u0932\u092e \u0926\u094d\u0935\u093e\u0930\u093e ggplot \u0938\u092e\u0942\u0939\" width=\"571\" height=\"417\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u092a\u0930\u093f\u0923\u093e\u092e \u090f\u0915 \u0932\u093e\u0907\u0928 \u091a\u093e\u0930\u094d\u091f \u0939\u0948 \u091c\u093f\u0938\u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092a\u0902\u0915\u094d\u0924\u093f <strong>\u0938\u094d\u091f\u094b\u0930<\/strong> \u0914\u0930 <strong>\u092a\u094d\u0930\u092e\u094b\u0936\u0928<\/strong> \u0915\u0947 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0938\u0902\u092f\u094b\u091c\u0928 \u0915\u0947 \u0932\u093f\u090f \u092c\u093f\u0915\u094d\u0930\u0940 \u092e\u0942\u0932\u094d\u092f\u094b\u0902 \u0915\u093e \u092a\u094d\u0930\u0924\u093f\u0928\u093f\u0927\u093f\u0924\u094d\u0935 \u0915\u0930\u0924\u0940 \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0935\u093f\u0936\u0947\u0937 \u0930\u0942\u092a \u0938\u0947, \u091a\u093e\u0930 \u092a\u0902\u0915\u094d\u0924\u093f\u092f\u093e\u0901 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0938\u0902\u092f\u094b\u091c\u0928\u094b\u0902 \u0915\u0947 \u0932\u093f\u090f \u092c\u093f\u0915\u094d\u0930\u0940 \u092e\u0942\u0932\u094d\u092f\u094b\u0902 \u0915\u093e \u092a\u094d\u0930\u0924\u093f\u0928\u093f\u0927\u093f\u0924\u094d\u0935 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">\u0938\u094d\u091f\u094b\u0930 \u090f \u092a\u0930 \u092a\u094d\u0930\u094b\u092e\u094b 1<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0938\u094d\u091f\u094b\u0930 \u090f \u092a\u0930 \u092a\u094d\u0930\u094b\u092e\u094b 2<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0938\u094d\u091f\u094b\u0930 \u092c\u0940 \u092a\u0930 \u092a\u094d\u0930\u094b\u092e\u094b 1<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u0938\u094d\u091f\u094b\u0930 \u092c\u0940 \u092a\u0930 \u092a\u094d\u0930\u094b\u092e\u094b 1<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u0915\u0925\u093e\u0928\u0915 \u0915\u0947 \u0915\u093f\u0928\u093e\u0930\u0947 \u0915\u0940 \u0926\u094b \u0915\u093f\u0902\u0935\u0926\u0902\u0924\u093f\u092f\u093e\u0901 \u0907\u0902\u0917\u093f\u0924 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902 \u0915\u093f \u0915\u094c\u0928 \u0938\u0940 \u0930\u0947\u0916\u093e\u090f\u0901 \u0915\u093f\u0938 \u0938\u0902\u092f\u094b\u091c\u0928 \u0915\u093e \u092a\u094d\u0930\u0924\u093f\u0928\u093f\u0927\u093f\u0924\u094d\u0935 \u0915\u0930\u0924\u0940 \u0939\u0948\u0902\u0964<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u0938\u0902\u0938\u093e\u0927\u0928<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u092c\u0924\u093e\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f ggplot2 \u092e\u0947\u0902 \u0905\u0928\u094d\u092f \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0915\u093e\u0930\u094d\u092f \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/hi\/\u0905\u0915\u094d\u0937-\u0932\u0947\u092c\u0932-ggplot2-\u0918\u0941\u092e\u093e\u090f\u0901\/\" target=\"_blank\" rel=\"noopener\">Ggplot2 \u092e\u0947\u0902 \u0905\u0915\u094d\u0937 \u0932\u0947\u092c\u0932 \u0915\u094b \u0915\u0948\u0938\u0947 \u0918\u0941\u092e\u093e\u090f\u0901<\/a><br \/> <a href=\"https:\/\/statorials.org\/hi\/ggplot-\u0905\u0915\u094d\u0937-\u0915\u0942\u0926\u0924\u093e-\u0939\u0948\/\" target=\"_blank\" rel=\"noopener\">Ggplot2 \u092e\u0947\u0902 \u0905\u0915\u094d\u0937 \u0935\u093f\u0930\u093e\u092e \u0915\u0948\u0938\u0947 \u0938\u0947\u091f \u0915\u0930\u0947\u0902<\/a><br \/> <a href=\"https:\/\/statorials.org\/hi\/ggplot2-\u0905\u0915\u094d\u0937-\u0938\u0940\u092e\u093e\u090f\u0901-\u0938\u0947\u091f-\u0915\u0930\u0947\u0902\/\" target=\"_blank\" rel=\"noopener\">Ggplot2 \u092e\u0947\u0902 \u0905\u0915\u094d\u0937 \u0938\u0940\u092e\u093e \u0915\u0948\u0938\u0947 \u0928\u093f\u0930\u094d\u0927\u093e\u0930\u093f\u0924 \u0915\u0930\u0947\u0902<\/a><br \/> <a href=\"https:\/\/statorials.org\/hi\/ggplot-\u0932\u0940\u091c\u0947\u0902\u0921-\u0932\u0947\u092c\u0932\/\" target=\"_blank\" rel=\"noopener\">Ggplot2 \u092e\u0947\u0902 \u0932\u0947\u091c\u0947\u0902\u0921 \u0932\u0947\u092c\u0932 \u0915\u0948\u0938\u0947 \u092c\u0926\u0932\u0947\u0902<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>ggplot2 \u092e\u0947\u0902 \u092a\u094d\u0932\u0949\u091f \u092c\u0928\u093e\u0924\u0947 \u0938\u092e\u092f \u0906\u092a \u0926\u094b \u0915\u0949\u0932\u092e\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u092e\u0942\u0939\u093f\u0924 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u092e\u0942\u0932 \u0938\u093f\u0902\u091f\u0948\u0915\u094d\u0938 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902: ggplot(df, aes(x=var1, y=var2, color=var3, shape=var4, group=interaction(var3, var4))) + geom_point() + geom_line() \u092f\u0939 \u0935\u093f\u0936\u0947\u0937 \u0915\u094b\u0921 \u090f\u0915 \u0930\u0947\u0916\u0940\u092f \u092a\u094d\u0932\u0949\u091f \u0924\u0948\u092f\u093e\u0930 \u0915\u0930\u0924\u093e \u0939\u0948 \u091c\u0939\u093e\u0902 \u092c\u093f\u0902\u0926\u0941\u0913\u0902 \u0915\u094b \u0921\u0947\u091f\u093e \u092b\u094d\u0930\u0947\u092e \u092e\u0947\u0902 \u0915\u0949\u0932\u092e var3 \u0914\u0930 var4 \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u092e\u0942\u0939\u0940\u0915\u0943\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u0924\u093e [&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":[],"class_list":["post-3494","post","type-post","status-publish","format-standard","hentry","category-3"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Ggplot2 \u092e\u0947\u0902 \u0926\u094b \u0915\u0949\u0932\u092e\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0938\u092e\u0942\u0939 \u0915\u0948\u0938\u0947 \u092c\u0928\u093e\u090f\u0902 (\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0938\u093e\u0925) - \u0938\u094d\u091f\u0947\u091f\u094b\u0930\u093f\u092f\u0932\u094d\u0938<\/title>\n<meta name=\"description\" content=\"\u092f\u0939 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u090f\u0915 \u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0938\u093e\u0925 \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u0915\u093f ggplot2 \u092e\u0947\u0902 \u092a\u094d\u0932\u0949\u091f \u092c\u0928\u093e\u0924\u0947 \u0938\u092e\u092f \u0926\u094b \u0915\u0949\u0932\u092e\u094b\u0902 \u0915\u094b \u0915\u0948\u0938\u0947 \u0938\u092e\u0942\u0939\u093f\u0924 \u0915\u093f\u092f\u093e \u091c\u093e\u090f\u0964\" \/>\n<meta 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