{"id":1639,"date":"2023-07-25T13:31:25","date_gmt":"2023-07-25T13:31:25","guid":{"rendered":"https:\/\/statorials.org\/ar\/%d8%b3%d8%ac%d9%84-%d9%85%d9%88%d9%94%d8%a7%d9%85%d8%b1%d8%a9-%d8%a7%d9%84%d8%b3%d8%ac%d9%84-%d9%81%d9%8a-%d8%b5\/"},"modified":"2023-07-25T13:31:25","modified_gmt":"2023-07-25T13:31:25","slug":"%d8%b3%d8%ac%d9%84-%d9%85%d9%88%d9%94%d8%a7%d9%85%d8%b1%d8%a9-%d8%a7%d9%84%d8%b3%d8%ac%d9%84-%d9%81%d9%8a-%d8%b5","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/%d8%b3%d8%ac%d9%84-%d9%85%d9%88%d9%94%d8%a7%d9%85%d8%b1%d8%a9-%d8%a7%d9%84%d8%b3%d8%ac%d9%84-%d9%81%d9%8a-%d8%b5\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0645\u0624\u0627\u0645\u0631\u0629 \u0633\u062c\u0644 \u0641\u064a r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p style=\";text-align:right;direction:rtl\"><span style=\"color: #000000;\"><strong>\u0645\u062e\u0637\u0637 \u0633\u062c\u0644 \u0627\u0644\u0633\u062c\u0644<\/strong> \u0647\u0648 \u0645\u062e\u0637\u0637 \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0644\u0648\u063a\u0627\u0631\u064a\u062a\u0645\u064a\u0629 \u0639\u0644\u0649 \u0643\u0644 \u0645\u0646 \u0627\u0644\u0645\u062d\u0648\u0631 \u0627\u0644\u0633\u064a\u0646\u064a \u0648\u0627\u0644\u0645\u062d\u0648\u0631 \u0627\u0644\u0635\u0627\u062f\u064a.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0639\u062f \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u062d\u0628\u0643\u0629 \u0645\u0641\u064a\u062f\u064b\u0627 \u0644\u062a\u0635\u0648\u0631 \u0645\u062a\u063a\u064a\u0631\u064a\u0646 \u0639\u0646\u062f\u0645\u0627 \u062a\u062a\u0628\u0639 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0628\u064a\u0646\u0647\u0645\u0627 \u0646\u0648\u0639\u064b\u0627 \u0645\u0627 \u0645\u0646 \u0642\u0627\u0646\u0648\u0646 \u0627\u0644\u0642\u0648\u0629.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0633\u062c\u0644 \u0627\u0644\u0633\u062c\u0644 \u0641\u064a R \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0643\u0644 \u0645\u0646 \u0642\u0627\u0639\u062f\u0629 R \u0648\u062d\u0632\u0645\u0629 \u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a <a href=\"https:\/\/ggplot2.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">ggplot2<\/a> .<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0623\u0648\u0644\u0649: \u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0633\u062c\u0644 \u0627\u0644\u0633\u062c\u0644 \u0641\u064a Base R<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0646\u0641\u062a\u0631\u0636 \u0623\u0646 \u0644\u062f\u064a\u0646\u0627 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0641\u064a R:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#createdata<\/span>\ndf &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (x=3:22,\n                 y=c(3, 4, 5, 7, 9, 13, 15, 19, 23, 24, 29,\n                     38, 40, 50, 56, 59, 70, 89, 104, 130))\n\n<span style=\"color: #008080;\">#create scatterplot of x vs. y\n<\/span>plot(df$x, df$y, main=' <span style=\"color: #ff0000;\">Raw Data<\/span> ')\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-16188 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/loglogr1.png\" alt=\"\" width=\"409\" height=\"409\" srcset=\"\" sizes=\"\"><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0645\u0646 \u0627\u0644\u0648\u0627\u0636\u062d \u0623\u0646 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u064a\u0646 <em>x<\/em> \u0648 <em>y<\/em> \u062a\u062a\u0628\u0639 \u0642\u0627\u0646\u0648\u0646 \u0627\u0644\u0642\u0648\u0629.<\/span><\/p>\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 \u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0633\u062c\u0644 \u0644\u0647\u0630\u064a\u0646 \u0627\u0644\u0645\u062a\u063a\u064a\u0631\u064a\u0646 \u0641\u064a \u0627\u0644\u0623\u0633\u0627\u0633 R:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create log-log plot of x vs. y<\/span>\nplot( <span style=\"color: #3366ff;\">log<\/span> (df$x), <span style=\"color: #3366ff;\">log<\/span> (df$y), main=' <span style=\"color: #ff0000;\">Log-Log Plot<\/span> ')\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-16189\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/loglogr2.png\" alt=\"\u0645\u0624\u0627\u0645\u0631\u0629 \u0633\u062c\u0644 \u0627\u0644\u0633\u062c\u0644 \u0641\u064a \u0627\u0644\u0642\u0627\u0639\u062f\u0629 R\" width=\"414\" height=\"401\" srcset=\"\" sizes=\"\"><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0627\u062d\u0638 \u0643\u064a\u0641 \u0623\u0646 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0628\u064a\u0646 log(x) \u0648log(y) \u0623\u0643\u062b\u0631 \u062e\u0637\u064a\u0629 \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u0627\u0644\u0645\u0624\u0627\u0645\u0631\u0629 \u0627\u0644\u0633\u0627\u0628\u0642\u0629.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629: \u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0633\u062c\u0644 \u0627\u0644\u0633\u062c\u0644 \u0641\u064a ggplot2<\/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 \u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0633\u062c\u0644 \u0644\u0646\u0641\u0633 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0644\u0636\u0628\u0637 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 ggplot2:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #993300;\">library<\/span> (ggplot2)<\/span>\n\n#create data<\/span>\ndf &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (x=3:22,\n                 y=c(3, 4, 5, 7, 9, 13, 15, 19, 23, 24, 29,\n                     38, 40, 50, 56, 59, 70, 89, 104, 130))\n<span style=\"color: #008080;\">\n#define new data frame\n<span style=\"color: #000000;\">df_log &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (x= <span style=\"color: #3366ff;\">log<\/span> (df$x),\n                     y= <span style=\"color: #3366ff;\">log<\/span> (df$y))<\/span>\n\n#create scatterplot using ggplot2\n<span style=\"color: #000000;\">ggplot(df_log, <span style=\"color: #3366ff;\">aes<\/span> (x=x, y=y)) +\n  geom_point()<\/span>\n<\/span><\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-16190 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/loglogr3.png\" alt=\"\" width=\"419\" height=\"416\" srcset=\"\" sizes=\"\"><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0627 \u062a\u062a\u0631\u062f\u062f \u0641\u064a \u062a\u062e\u0635\u064a\u0635 \u0627\u0644\u0639\u0646\u0648\u0627\u0646 \u0648\u062a\u0633\u0645\u064a\u0627\u062a \u0627\u0644\u0645\u062d\u0627\u0648\u0631 \u0648\u0627\u0644\u0645\u0648\u0636\u0648\u0639 \u0644\u062c\u0639\u0644 \u0627\u0644\u062d\u0628\u0643\u0629 \u0623\u0643\u062b\u0631 \u062c\u0645\u0627\u0644\u064a\u0629:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\">ggplot(df_log, <span style=\"color: #3366ff;\">aes<\/span> (x=x, y=y)) +\n  geom_point() +\n  labs(title=' <span style=\"color: #ff0000;\">Log-Log Plot<\/span> ', x=' <span style=\"color: #ff0000;\">Log(x)<\/span> ', y=' <span style=\"color: #ff0000;\">Log(y)<\/span> ') +\n  theme_minimal()<\/span><\/span><\/strong> <\/pre>\n<p style=\";text-align:right;direction:rtl\"><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-16191\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/loglogr4.png\" alt=\"\u0631\u0633\u0645 \u0633\u062c\u0644 \u0627\u0644\u0633\u062c\u0644 \u0641\u064a R \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 ggplot2\" width=\"450\" height=\"450\" 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\/\u0643\u064a\u0641\u064a\u0629-\u0631\u0633\u0645-\u062e\u0637\u0648\u0637-\u0645\u062a\u0633\u0644\u0633\u0644\u0629-\u0645\u062a\u0639\u062f\u062f\u0629-\u0645\u0646-\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a-\u0641\u064a-\u0631\u0633\u0645-\u0628\u064a\u0627\u0646\u064a-\u0641\u064a-r\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u0631\u0633\u0645 \u062e\u0637\u0648\u0637 \u0645\u062a\u0639\u062f\u062f\u0629 \u0641\u064a \u0627\u0644\u0631\u0633\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a \u0641\u064a R<\/a><br \/> <a href=\"https:\/\/statorials.org\/ar\/boxplots-\u0645\u062a\u0639\u062f\u062f\u0629-\u0635\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u0631\u0633\u0645 boxplots \u0645\u062a\u0639\u062f\u062f\u0629 \u0641\u064a \u0631\u0633\u0645 \u0628\u064a\u0627\u0646\u064a \u0648\u0627\u062d\u062f \u0641\u064a R<\/a><br \/> <a href=\"https:\/\/statorials.org\/ar\/\u0645\u0643\u062f\u0633\u0627\u062a-barplot-\u0641\u064a-\u0635\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0634\u0631\u064a\u0637\u064a \u0645\u0643\u062f\u0633 \u0641\u064a R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u062e\u0637\u0637 \u0633\u062c\u0644 \u0627\u0644\u0633\u062c\u0644 \u0647\u0648 \u0645\u062e\u0637\u0637 \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0644\u0648\u063a\u0627\u0631\u064a\u062a\u0645\u064a\u0629 \u0639\u0644\u0649 \u0643\u0644 \u0645\u0646 \u0627\u0644\u0645\u062d\u0648\u0631 \u0627\u0644\u0633\u064a\u0646\u064a \u0648\u0627\u0644\u0645\u062d\u0648\u0631 \u0627\u0644\u0635\u0627\u062f\u064a. \u064a\u0639\u062f \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u062d\u0628\u0643\u0629 \u0645\u0641\u064a\u062f\u064b\u0627 \u0644\u062a\u0635\u0648\u0631 \u0645\u062a\u063a\u064a\u0631\u064a\u0646 \u0639\u0646\u062f\u0645\u0627 \u062a\u062a\u0628\u0639 \u0627\u0644\u0639\u0644\u0627\u0642\u0629 \u0627\u0644\u062d\u0642\u064a\u0642\u064a\u0629 \u0628\u064a\u0646\u0647\u0645\u0627 \u0646\u0648\u0639\u064b\u0627 \u0645\u0627 \u0645\u0646 \u0642\u0627\u0646\u0648\u0646 \u0627\u0644\u0642\u0648\u0629. \u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0633\u062c\u0644 \u0627\u0644\u0633\u062c\u0644 \u0641\u064a R \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0643\u0644 \u0645\u0646 \u0642\u0627\u0639\u062f\u0629 R \u0648\u062d\u0632\u0645\u0629 \u062a\u0635\u0648\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a ggplot2 . \u0627\u0644\u0637\u0631\u064a\u0642\u0629 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