{"id":1206,"date":"2023-07-27T07:11:46","date_gmt":"2023-07-27T07:11:46","guid":{"rendered":"https:\/\/statorials.org\/ar\/%d8%a7%d9%84%d9%84%d9%88%d9%86-%d8%ad%d8%b3%d8%a8-%d8%a7%d9%84%d8%b9%d8%a7%d9%85%d9%84-ggplot2\/"},"modified":"2023-07-27T07:11:46","modified_gmt":"2023-07-27T07:11:46","slug":"%d8%a7%d9%84%d9%84%d9%88%d9%86-%d8%ad%d8%b3%d8%a8-%d8%a7%d9%84%d8%b9%d8%a7%d9%85%d9%84-ggplot2","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/%d8%a7%d9%84%d9%84%d9%88%d9%86-%d8%ad%d8%b3%d8%a8-%d8%a7%d9%84%d8%b9%d8%a7%d9%85%d9%84-ggplot2\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u062a\u0639\u064a\u064a\u0646 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u062d\u0633\u0628 \u0627\u0644\u0639\u0627\u0645\u0644 \u0641\u064a ggplot2 (\u0645\u0639 \u0623\u0645\u062b\u0644\u0629)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p style=\";text-align:right;direction:rtl\"><span style=\"color: #000000;\">\u0641\u064a \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u062d\u064a\u0627\u0646 \u0642\u062f \u062a\u0631\u063a\u0628 \u0641\u064a \u062a\u0639\u064a\u064a\u0646 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0644\u0644\u0646\u0642\u0627\u0637 \u0641\u064a \u0645\u062e\u0637\u0637 ggplot2 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u062a\u063a\u064a\u0631 \u0641\u0626\u0629.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u062d\u0633\u0646 \u0627\u0644\u062d\u0638\u060c \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0627\u0644\u0642\u064a\u0627\u0645 \u0628\u0630\u0644\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u062a\u0627\u0644\u064a:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>ggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (x=x_variable, y=y_variable, color=color_variable)) +\n  geom_point()\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0642\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0639\u062f\u0629 \u0623\u0645\u062b\u0644\u0629 \u062d\u0648\u0644 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0647\u0630\u0627 \u0639\u0645\u0644\u064a\u064b\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a R \u0627\u0644\u0645\u0636\u0645\u0646\u0629 \u0648\u0627\u0644\u062a\u064a \u062a\u0633\u0645\u0649 <strong>iris<\/strong> :<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#view first six rows of iris dataset<\/span>\nhead(iris)\n\n  Sepal.Length Sepal.Width Petal.Length Petal.Width Species\n1 5.1 3.5 1.4 0.2 setosa\n2 4.9 3.0 1.4 0.2 setosa\n3 4.7 3.2 1.3 0.2 setosa\n4 4.6 3.1 1.5 0.2 setosa\n5 5.0 3.6 1.4 0.2 setosa\n6 5.4 3.9 1.7 0.4 setosa\n<\/strong><\/pre>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644 1: \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u062a\u0639\u064a\u064a\u0646 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0644\u0644\u0646\u0642\u0627\u0637 \u0641\u064a \u0645\u062e\u0637\u0637 ggplot2 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0627\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u0639\u0627\u0645\u0644\u064a <em>\u0644\u0644\u0623\u0646\u0648\u0627\u0639<\/em> :<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\nggplot(iris, <span style=\"color: #3366ff;\">aes<\/span> (x=Sepal.Length, y=Sepal.Width, color=Species)) +\n  geom_point()<\/strong> <\/pre>\n<p style=\";text-align:right;direction:rtl\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11960 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/couleurgg1.png\" alt=\"\u0627\u0644\u0644\u0648\u0646 \u062d\u0633\u0628 \u0627\u0644\u0639\u0627\u0645\u0644 \u0641\u064a ggplot2\" width=\"618\" height=\"434\" srcset=\"\" sizes=\"\"><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0646\u0638\u0631\u064b\u0627 \u0644\u0623\u0646\u0646\u0627 \u0644\u0645 \u0646\u062d\u062f\u062f \u0645\u0642\u064a\u0627\u0633 \u0623\u0644\u0648\u0627\u0646 \u0623\u0648 \u0642\u0627\u0626\u0645\u0629 \u0623\u0644\u0648\u0627\u0646 \u0645\u062e\u0635\u0635\u0629\u060c \u0641\u0642\u062f \u0642\u0627\u0645 ggplot2 \u0628\u0628\u0633\u0627\u0637\u0629 \u0628\u062a\u0639\u064a\u064a\u0646 \u0642\u0627\u0626\u0645\u0629 \u0623\u0644\u0648\u0627\u0646 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u0629 \u0628\u0627\u0644\u0644\u0648\u0646 \u0627\u0644\u0623\u062d\u0645\u0631 \u0648\u0627\u0644\u0623\u062e\u0636\u0631 \u0648\u0627\u0644\u0623\u0632\u0631\u0642 \u0644\u0644\u0646\u0642\u0627\u0637.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644 2: \u0627\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0627\u0644\u0645\u062e\u0635\u0635\u0629<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0627\u0644\u0643\u0648\u062f \u0627\u0644\u062a\u0627\u0644\u064a \u0643\u064a\u0641\u064a\u0629 \u062a\u0639\u064a\u064a\u0646 \u0623\u0644\u0648\u0627\u0646 \u0645\u062e\u0635\u0635\u0629 \u0644\u0644\u0646\u0642\u0627\u0637 \u0641\u064a \u0645\u062e\u0637\u0637 ggplot2 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>Scale_color_manual()<\/strong> :<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\nggplot(iris, <span style=\"color: #3366ff;\">aes<\/span> (x=Sepal.Length, y=Sepal.Width, color=Species)) +\n  geom_point() +\n  scale_color_manual( <span style=\"color: #3366ff;\">values<\/span> = c(\" <span style=\"color: #008000;\">setosa<\/span> \" = \" <span style=\"color: #008000;\">purple<\/span> \",\n                                \" <span style=\"color: #008000;\">versicolor<\/span> =\" <span style=\"color: #008000;\">orange<\/span> \",\n                                \" <span style=\"color: #008000;\">virginica<\/span> \"=\" <span style=\"color: #008000;\">steelblue<\/span> \"))<\/strong> <\/pre>\n<p style=\";text-align:right;direction:rtl\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11961 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/couleurgg2.png\" alt=\"ggplot2 \u0628\u0623\u0644\u0648\u0627\u0646 \u0645\u062e\u0635\u0635\u0629 \u0644\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u0641\u0626\u0648\u064a\" width=\"623\" height=\"431\" srcset=\"\" sizes=\"\"><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0627\u062d\u0638 \u0623\u0646\u0647 \u0643\u0627\u0646 \u0628\u0625\u0645\u0643\u0627\u0646\u0646\u0627 \u0623\u064a\u0636\u064b\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0631\u0645\u0648\u0632 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0627\u0644\u0633\u062f\u0627\u0633\u064a\u0629 \u0627\u0644\u0639\u0634\u0631\u064a\u0629 \u0644\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0623\u0644\u0648\u0627\u0646.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644 3: \u0627\u0633\u062a\u062e\u062f\u0645 \u0645\u0642\u064a\u0627\u0633 \u0623\u0644\u0648\u0627\u0646 \u0645\u062e\u0635\u0635\u064b\u0627<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u062a\u0639\u064a\u064a\u0646 \u0623\u0644\u0648\u0627\u0646 \u0645\u062e\u0635\u0635\u0629 \u0644\u0644\u0646\u0642\u0627\u0637 \u0641\u064a \u0645\u062e\u0637\u0637 ggplot2 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u0642\u064a\u0627\u0633 \u0623\u0644\u0648\u0627\u0646 \u0645\u062e\u0635\u0635 \u0645\u0646 \u062d\u0632\u0645\u0629 <a href=\"https:\/\/cran.r-project.org\/web\/packages\/RColorBrewer\/RColorBrewer.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">RColorBrewer<\/a> :<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (ggplot2)\n<span style=\"color: #993300;\">library<\/span> (RColorBrewer)\n\n<span style=\"color: #008080;\">#define custom color scale\n<\/span>myColors &lt;- brewer. <span style=\"color: #3366ff;\">pal<\/span> (3, \" <span style=\"color: #008000;\">Spectral<\/span> \")\nnames(myColors) &lt;- levels(iris$Species)\ncustom_colors &lt;- scale_color_manual(name = \" <span style=\"color: #339966;\">Species Names<\/span> \", values = myColors)\n\nggplot(iris, <span style=\"color: #3366ff;\">aes<\/span> (x=Sepal.Length, y=Sepal.Width, color=Species)) +\n  geom_point() +\n  custom_colors\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11962 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/couleurgg3.png\" alt=\"\u0645\u062b\u0627\u0644 RColorBrewer \u0641\u064a R\" width=\"628\" height=\"445\" srcset=\"\" sizes=\"\"><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u0635\u0627\u062f\u0631 \u0625\u0636\u0627\u0641\u064a\u0629<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <a href=\"https:\/\/statorials.org\/ar\/\u062c\u0646\u0628\u0627-\u0627\u0655\u0644\u0649-\u062c\u0646\u0628-\u0627\u0644\u0645\u0648\u0654\u0627\u0645\u0631\u0627\u062a-ggplot2\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0642\u0637\u0639 \u0623\u0631\u0636 \u062c\u0646\u0628\u064b\u0627 \u0625\u0644\u0649 \u062c\u0646\u0628 \u0641\u064a ggplot2<\/a><br \/> <a href=\"https:\/\/statorials.org\/ar\/\u062a\u063a\u064a\u064a\u0631-\u0639\u0646\u0648\u0627\u0646-\u0648\u0633\u064a\u0644\u0629-\u0627\u0644\u0627\u0655\u064a\u0636\u0627\u062d-ggplot2\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0643\u064a\u0641\u064a\u0629 \u062a\u063a\u064a\u064a\u0631 \u0639\u0646\u0648\u0627\u0646 \u0627\u0644\u0623\u0633\u0637\u0648\u0631\u0629 \u0641\u064a ggplot2<\/a><br \/> <a href=\"https:\/\/statorials.org\/ar\/\u0627\u0654\u0641\u0636\u0644-\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639-ggplot2\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u062f\u0644\u064a\u0644 \u0643\u0627\u0645\u0644 \u0644\u0623\u0641\u0636\u0644 \u0645\u0648\u0636\u0648\u0639\u0627\u062a ggplot2<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0641\u064a \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u062d\u064a\u0627\u0646 \u0642\u062f \u062a\u0631\u063a\u0628 \u0641\u064a \u062a\u0639\u064a\u064a\u0646 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0644\u0644\u0646\u0642\u0627\u0637 \u0641\u064a \u0645\u062e\u0637\u0637 ggplot2 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0645\u062a\u063a\u064a\u0631 \u0641\u0626\u0629. \u0644\u062d\u0633\u0646 \u0627\u0644\u062d\u0638\u060c \u0645\u0646 \u0627\u0644\u0633\u0647\u0644 \u0627\u0644\u0642\u064a\u0627\u0645 \u0628\u0630\u0644\u0643 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u062a\u0627\u0644\u064a: ggplot(df, aes (x=x_variable, y=y_variable, color=color_variable)) + geom_point() \u064a\u0642\u062f\u0645 \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0639\u062f\u0629 \u0623\u0645\u062b\u0644\u0629 \u062d\u0648\u0644 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0647\u0630\u0627 \u0639\u0645\u0644\u064a\u064b\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a R \u0627\u0644\u0645\u0636\u0645\u0646\u0629 \u0648\u0627\u0644\u062a\u064a \u062a\u0633\u0645\u0649 iris [&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":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0643\u064a\u0641\u064a\u0629 \u062a\u0639\u064a\u064a\u0646 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u062d\u0633\u0628 \u0627\u0644\u0639\u0627\u0645\u0644 \u0641\u064a ggplot2 (\u0645\u0639 \u0623\u0645\u062b\u0644\u0629)<\/title>\n<meta name=\"description\" content=\"\u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a 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