{"id":479,"date":"2023-07-29T18:32:36","date_gmt":"2023-07-29T18:32:36","guid":{"rendered":"https:\/\/statorials.org\/ar\/%d8%b1%d8%b3%d9%85-%d8%a7%d9%84%d9%85%d8%b5%d8%a7%d8%b5%d8%a9-r\/"},"modified":"2023-07-29T18:32:36","modified_gmt":"2023-07-29T18:32:36","slug":"%d8%b1%d8%b3%d9%85-%d8%a7%d9%84%d9%85%d8%b5%d8%a7%d8%b5%d8%a9-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/%d8%b1%d8%b3%d9%85-%d8%a7%d9%84%d9%85%d8%b5%d8%a7%d8%b5%d8%a9-r\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0627\u0644\u0645\u0635\u0627\u0635\u0629 \u0641\u064a r"},"content":{"rendered":"

<\/p>\n

\n

\u0639\u0644\u0649 \u063a\u0631\u0627\u0631 \u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u0634\u0631\u064a\u0637\u064a\u060c \u064a\u0639\u062f \u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u0645\u0635\u0627\u0635\u0629<\/strong> \u0645\u0641\u064a\u062f\u064b\u0627 \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0643\u0645\u064a\u0629 \u0644\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u0641\u0626\u0648\u064a. \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0634\u0631\u0637\u0629\u060c \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u0645\u0635\u0627\u0635\u0629 \u062e\u0637\u0648\u0637\u064b\u0627 \u0630\u0627\u062a \u062f\u0648\u0627\u0626\u0631 \u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0644\u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0643\u0645\u064a\u0629.<\/span><\/p>\n

\u064a\u0639\u062f \u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u0645\u0635\u0627\u0635\u0629 \u0637\u0631\u064a\u0642\u0629 \u0631\u0627\u0626\u0639\u0629 \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0641\u0626\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u0639 \u062a\u0642\u0644\u064a\u0644 \u0643\u0645\u064a\u0629 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0639\u0644\u0649 \u0627\u0644\u0645\u062e\u0637\u0637 \u0648\u062a\u0631\u0643\u064a\u0632 \u0627\u0646\u062a\u0628\u0627\u0647 \u0627\u0644\u0642\u0627\u0631\u0626 \u0639\u0644\u0649 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062e\u0637\u0637 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u062e\u0637\u0648\u0637 \u0623\u0648 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u0639\u0644\u0649 \u0627\u0644\u0645\u062e\u0637\u0637. \u064a\u0639\u062a\u0628\u0631 \u0627\u0644\u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0646\u0627\u0633 \u0623\u064a\u0636\u064b\u0627 \u0623\u0646 \u0644\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u0627\u0635\u0629 \u0645\u0645\u062a\u0639\u0629 \u0645\u0646 \u0627\u0644\u0646\u0627\u062d\u064a\u0629 \u0627\u0644\u062c\u0645\u0627\u0644\u064a\u0629.<\/span><\/p>\n

\u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u060c \u0633\u0646\u0633\u062a\u0639\u0631\u0636 \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u0644\u0627\u0632\u0645\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u0645\u0635\u0627\u0635\u0629 \u0627\u0644\u062a\u0627\u0644\u064a:<\/span><\/p>\n

\u0645\u062b\u0627\u0644: \u0645\u062e\u0637\u0637 Lollipop \u0641\u064a R<\/strong><\/span><\/h2>\n

\u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0633\u0648\u0641 \u0646\u0633\u062a\u062e\u062f\u0645 \u0645\u062c\u0645\u0648\u0639\u0629 \u0628\u064a\u0627\u0646\u0627\u062a R \u0627\u0644\u0645\u0636\u0645\u0646\u0629 \u0641\u064a mtcars<\/strong> :<\/span><\/p>\n

 #view first six rows of mtcars\n<\/em><\/span>head(mtcars)\n<\/strong><\/pre>\n
<\/h3>\n
 \u0645\u062e\u0637\u0637 \u0627\u0644\u0645\u0635\u0627\u0635\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a<\/strong><\/span><\/h2>\n
 \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  <\/strong> \u0644\u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0645\u0635\u0627\u0635\u0629 \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0645\u064a\u0644\u0627<\/em> \u0641\u064a \u0627\u0644\u063a\u0627\u0644\u0648\u0646 (\u0645\u064a\u0644 \u0644\u0643\u0644 \u062c\u0627\u0644\u0648\u0646) \u0644\u0643\u0644 \u0633\u064a\u0627\u0631\u0629 \u0645\u0646 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u0640 32 \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629 \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/span><\/p>\n
 \u064a\u062a\u0645 \u062a\u0639\u0631\u064a\u0641 \u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0641\u064a \u0623\u0633\u0645\u0627\u0621 \u0635\u0641\u0648\u0641 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0644\u0630\u0644\u0643 \u0646\u0642\u0648\u0645 \u0623\u0648\u0644\u0627\u064b \u0628\u0625\u0646\u0634\u0627\u0621 \u0639\u0645\u0648\u062f \u062c\u062f\u064a\u062f \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u064a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0635\u0641\u0648\u0641 \u0647\u0630\u0647.<\/span><\/p>\n
 \u0628\u0639\u062f \u0630\u0644\u0643\u060c \u0646\u0642\u0648\u0645 \u0628\u062a\u062d\u0645\u064a\u0644 \u0645\u0643\u062a\u0628\u0629 ggplot2<\/strong> \u060c \u0648\u0627\u0644\u062a\u064a \u0633\u0646\u0633\u062a\u062e\u062f\u0645\u0647\u0627 \u0644\u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0627\u0644\u0645\u0635\u0627\u0635\u0629.<\/span><\/p>\n
 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 ggplot2\u060c \u0646\u0633\u062a\u062e\u062f\u0645 Geom_segment<\/strong> \u0644\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u062e\u0637\u0648\u0637 \u0639\u0644\u0649 \u0642\u0637\u0639\u0629 \u0627\u0644\u0623\u0631\u0636. \u0642\u0645\u0646\u0627 \u0628\u062a\u0639\u064a\u064a\u0646 \u0642\u064a\u0645 \u0627\u0644\u0628\u062f\u0627\u064a\u0629 \u0648\u0627\u0644\u0646\u0647\u0627\u064a\u0629 x \u0639\u0644\u0649 0<\/em> \u0648 mpg<\/em> \u0639\u0644\u0649 \u0627\u0644\u062a\u0648\u0627\u0644\u064a. \u0642\u0645\u0646\u0627 \u0628\u062a\u0639\u064a\u064a\u0646 \u0642\u064a\u0645 \u0627\u0644\u0628\u062f\u0627\u064a\u0629 \u0648\u0627\u0644\u0646\u0647\u0627\u064a\u0629 y \u0643\u0640 char<\/em> :<\/span><\/p>\n
 #create new column for car names<\/span>\nmtcars$car <- row.names(mtcars)\n\n#load ggplot2<\/em> library<\/span>\nlibrary(ggplot2)\n\n#create lollipop chart<\/span>\nggplot(mtcars, aes(x = mpg, y = car)) +\n        geom_segment(aes(x = 0, y = car, xend = mpg, yend = car)) +\n        geom_point()<\/strong><\/pre>\n
 \u0625\u0636\u0627\u0641\u0629 \u0627\u0644\u062a\u0633\u0645\u064a\u0627\u062a<\/strong><\/span><\/h2>\n
 \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u064a\u0636\u064b\u0627 \u0625\u0636\u0627\u0641\u0629 \u062a\u0633\u0645\u064a\u0627\u062a \u0625\u0644\u0649 \u0627\u0644\u0645\u062e\u0637\u0637 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0633\u064a\u0637\u0627\u062a label<\/strong> \u0648 geom_text<\/strong> :<\/span><\/p>\n
 ggplot(mtcars, aes(x = mpg, y = car, label = mpg<\/span> )) +\n        geom_segment(aes(x = 0, y = car, xend = mpg, yend = car)) +\n        geom_point() +\n        geom_text(nudge_x = 1.5)<\/span><\/strong><\/pre>\n
 \u0623\u0648 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0648\u0636\u0639 \u0627\u0644\u062a\u0633\u0645\u064a\u0627\u062a \u0641\u064a \u0646\u0647\u0627\u064a\u0629 \u0643\u0644 \u0633\u0637\u0631\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0648\u0636\u0639\u0647\u0627 \u062f\u0627\u062e\u0644 \u0627\u0644\u062f\u0648\u0627\u0626\u0631 \u0646\u0641\u0633\u0647\u0627 \u0639\u0646 \u0637\u0631\u064a\u0642 \u062a\u0643\u0628\u064a\u0631 \u0627\u0644\u062f\u0648\u0627\u0626\u0631 \u0648\u062a\u063a\u064a\u064a\u0631 \u0644\u0648\u0646 \u062e\u0637 \u0627\u0644\u062a\u0633\u0645\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u0623\u0628\u064a\u0636:<\/span><\/p>\n
 ggplot(mtcars, aes(x = mpg, y = car, label = mpg)) +\n        geom_segment(aes(x = 0, y = car, xend = mpg, yend = car)) +\n        geom_point( size = 7<\/span> ) +\n        geom_text( color = 'white', size = 2<\/span> )<\/strong><\/pre>\n
 \u0642\u0627\u0631\u0646 \u0627\u0644\u0642\u064a\u0645 \u0628\u0627\u0644\u0645\u062a\u0648\u0633\u0637<\/strong><\/span><\/h2>\n
 \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u064a\u0636\u064b\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u062e\u0637\u0637 \u0627\u0644\u0645\u0635\u0627\u0635\u0629 \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0642\u064a\u0645 \u0628\u0631\u0642\u0645 \u0645\u062d\u062f\u062f. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0645\u062a\u0648\u0633\u0637 \u0642\u064a\u0645\u0629 \u0645\u064a\u0644 \u0644\u0643\u0644 \u062c\u0627\u0644\u0648\u0646<\/em> \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u062b\u0645 \u0645\u0642\u0627\u0631\u0646\u0629 \u0642\u064a\u0645\u0629 \u0645\u064a\u0644<\/em> \u0644\u0643\u0644 \u062c\u0627\u0644\u0648\u0646 \u0644\u0643\u0644 \u0633\u064a\u0627\u0631\u0629 \u0628\u0627\u0644\u0645\u062a\u0648\u0633\u0637.<\/span><\/p>\n
 \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0645\u0643\u062a\u0628\u0629 dplyr<\/strong> \u0644\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0645\u062a\u0648\u0633\u0637 \u0642\u064a\u0645\u0629 \u0645\u064a\u0644\u0627 \u0641\u064a<\/em> \u0627\u0644\u063a\u0627\u0644\u0648\u0646 \u062b\u0645 \u062a\u0631\u062a\u064a\u0628 \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0628\u062a\u0631\u062a\u064a\u0628 \u062a\u0635\u0627\u0639\u062f\u064a \u0644\u0643\u0644 \u0645\u064a\u0644 \u0641\u064a \u0627\u0644\u063a\u0627\u0644\u0648\u0646<\/em> :<\/span><\/p>\n
 #load library dplyr\n<\/em><\/span>library(dplyr)\n\n#find mean value of mpg<\/em> and arrange cars in order by mpg<\/em> descending<\/span>\nmtcars_new <- mtcars %>%\n                arrange(mpg) %>%\n                mutate(mean_mpg = mean(mpg),\n                       flag = ifelse(mpg - mean_mpg > 0, TRUE, FALSE),\n                       car = factor(car, levels = .$car))\n\n#view first six rows of mtcars_new\n<\/em>head(mtcars_new)\n<\/span><\/span><\/strong><\/pre>\n
 \u062b\u0645 \u064a\u0642\u0648\u0645 \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0628\u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0627\u0644\u0645\u0635\u0627\u0635\u0629 \u0639\u0646 \u0637\u0631\u064a\u0642 \u062a\u0639\u064a\u064a\u0646 \u0644\u0648\u0646 \u0627\u0644\u062f\u0627\u0626\u0631\u0629 \u0644\u064a\u0643\u0648\u0646 \u0645\u0633\u0627\u0648\u064a\u064b\u0627 \u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0639\u0644\u0645<\/em> (\u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u062d\u0627\u0644\u0629 TRUE \u0623\u0648 FALSE) \u0648\u0642\u064a\u0645\u0629 x \u0627\u0644\u0628\u062f\u0627\u064a\u0629 \u0644\u0643\u0644 \u0633\u064a\u0627\u0631\u0629 \u0645\u0633\u0627\u0648\u064a\u0629 \u0644\u0645\u062a\u0648\u0633\u0637 \u0642\u064a\u0645\u0629 mpg<\/em> .<\/span><\/p>\n
 ggplot(mtcars_new, aes(x = mpg, y = car, color = flag<\/span> )) +\n        geom_segment(aes( x = mean_mpg<\/span> , y = car, xend = mpg, yend = car)) +\n        geom_point()<\/strong><\/pre>\n
 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0627 \u0627\u0644\u0646\u0648\u0639 \u0645\u0646 \u0644\u0648\u062d\u0629 \u0627\u0644\u0623\u0644\u0648\u0627\u0646\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0628\u0633\u0647\u0648\u0644\u0629 \u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0633\u064a\u0627\u0631\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062d\u062a\u0648\u064a \u0639\u0644\u0649 \u0645\u064a\u0644<\/em> \u0644\u0643\u0644 \u062c\u0627\u0644\u0648\u0646 \u0623\u0642\u0644 \u0648\u0623\u0639\u0644\u0649 \u0645\u0646 \u0645\u062a\u0648\u0633\u0637 \u0645\u062c\u0645\u0648\u0639\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/span><\/p>\n
 \u0628\u0634\u0643\u0644 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u060c \u064a\u0633\u062a\u062e\u062f\u0645 R \u0627\u0644\u0644\u0648\u0646 \u0627\u0644\u0623\u0632\u0631\u0642 \u0648\u0627\u0644\u0623\u062d\u0645\u0631 \u0643\u0644\u0648\u0627\u0646 \u0644\u0644\u0645\u062e\u0637\u0637. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0623\u064a \u0623\u0644\u0648\u0627\u0646 \u0646\u0631\u064a\u062f\u0647\u0627 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0648\u0633\u064a\u0637\u0629 scale_color_manual<\/strong> :<\/span><\/p>\n
 ggplot(mtcars_new, aes(x = mpg, y = car, color = flag)) +\n        geom_segment(aes(x = mean_mpg, y = car, xend = mpg, yend = car)) +\n        geom_point() +\n        scale_color_manual(values = c(\"purple\", \"blue\"))<\/span><\/strong><\/pre>\n
 \u062a\u063a\u064a\u064a\u0631 \u062c\u0645\u0627\u0644\u064a\u0627\u062a \u0627\u0644\u0631\u0633\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a<\/span><\/span><\/strong><\/h2>\n
 \u0623\u062e\u064a\u0631\u064b\u0627\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0625\u0645\u0643\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0627\u0633\u0639\u0629 \u0644\u0640 ggplot2<\/strong> \u0644\u0625\u062c\u0631\u0627\u0621 \u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u062a\u0639\u062f\u064a\u0644 \u0639\u0644\u0649 \u062c\u0645\u0627\u0644\u064a\u0627\u062a \u0627\u0644\u0645\u062e\u0637\u0637 \u0648\u0625\u0646\u0634\u0627\u0621 \u0645\u0646\u062a\u062c \u0646\u0647\u0627\u0626\u064a \u0630\u0648 \u0645\u0638\u0647\u0631 \u0627\u062d\u062a\u0631\u0627\u0641\u064a:<\/span><\/p>\n
 ggplot(mtcars_new, aes(x = mpg, y = car, color = flag)) +\n        geom_segment(aes(x = mean_mpg, y = car, xend = mpg, yend = car), color = \"grey\") +\n        geom_point() +\n        annotate(\"text\", x = 27, y = 20, label = \"Above Average\", color = \"#00BFC4\", size = 3, hjust = -0.1, vjust = .75) +\n        annotate(\"text\", x = 27, y = 17, label = \"Below Average\", color = \"#F8766D\", size = 3, hjust = -0.1, vjust = -.1) +\n        geom_segment(aes(x = 26.5, xend = 26.5, y = 19, yend = 23),\n                     arrow = arrow(length = unit(0.2,\"cm\")), color = \"#00BFC4\") +\n        geom_segment(aes(x = 26.5, xend = 26.5, y = 18, yend = 14),\n                     arrow = arrow(length = unit(0.2,\"cm\")), color = \"#F8766D\") +\n        labs(title = \"Miles per Gallon by Car\") +\n        theme_minimal() +\n        theme(axis.title = element_blank(),\n              panel.grid.minor = element_blank(),\n              legend.position = \"none\",\n              text = element_text(family = \"Georgia\"),\n              axis.text.y = element_text(size = 8),\n              plot.title = element_text(size = 20, margin = margin(b = 10), hjust = 0),\n              plot.subtitle = element_text(size = 12, color = \"darkslategrey\", margin = margin(b = 25, l = -25)),\n              plot.caption = element_text(size = 8, margin = margin(t = 10), color = \"grey70\", hjust = 0))<\/strong><\/pre>\n","protected":false},"excerpt":{"rendered":"
\u0639\u0644\u0649 \u063a\u0631\u0627\u0631 \u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u0634\u0631\u064a\u0637\u064a\u060c \u064a\u0639\u062f \u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u0645\u0635\u0627\u0635\u0629 \u0645\u0641\u064a\u062f\u064b\u0627 \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0643\u0645\u064a\u0629 \u0644\u0644\u0645\u062a\u063a\u064a\u0631 \u0627\u0644\u0641\u0626\u0648\u064a. \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0623\u0634\u0631\u0637\u0629\u060c \u064a\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u0645\u0635\u0627\u0635\u0629 \u062e\u0637\u0648\u0637\u064b\u0627 \u0630\u0627\u062a \u062f\u0648\u0627\u0626\u0631 \u0641\u064a \u0627\u0644\u0646\u0647\u0627\u064a\u0629 \u0644\u062a\u0645\u062b\u064a\u0644 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0643\u0645\u064a\u0629. \u064a\u0639\u062f \u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u0645\u0635\u0627\u0635\u0629 \u0637\u0631\u064a\u0642\u0629 \u0631\u0627\u0626\u0639\u0629 \u0644\u0645\u0642\u0627\u0631\u0646\u0629 \u0641\u0626\u0627\u062a \u0645\u062a\u0639\u062f\u062f\u0629 \u0645\u0639 \u062a\u0642\u0644\u064a\u0644 \u0643\u0645\u064a\u0629 \u0627\u0644\u0623\u0644\u0648\u0627\u0646 \u0639\u0644\u0649 \u0627\u0644\u0645\u062e\u0637\u0637 \u0648\u062a\u0631\u0643\u064a\u0632 \u0627\u0646\u062a\u0628\u0627\u0647 \u0627\u0644\u0642\u0627\u0631\u0626 \u0639\u0644\u0649 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0641\u0639\u0644\u064a\u0629 \u0639\u0644\u0649 \u0627\u0644\u0645\u062e\u0637\u0637 \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u062e\u0637\u0648\u0637 \u0623\u0648 \u0627\u0644\u0631\u0633\u0648\u0645\u0627\u062a […]<\/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":"\n\u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0645\u0635\u0627\u0635\u0629 \u0641\u064a R - 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