{"id":472,"date":"2023-07-29T19:13:06","date_gmt":"2023-07-29T19:13:06","guid":{"rendered":"https:\/\/statorials.org\/ar\/%d9%85%d9%88%d9%94%d8%a7%d9%85%d8%b1%d8%a9-%d8%b9%d8%ab%d8%b1%d8%a9-%d9%81%d9%8a-%d8%b5-%d8%a8%d8%a7%d8%b3%d8%aa%d8%ae%d8%af%d8%a7%d9%85-ggplot2\/"},"modified":"2023-07-29T19:13:06","modified_gmt":"2023-07-29T19:13:06","slug":"%d9%85%d9%88%d9%94%d8%a7%d9%85%d8%b1%d8%a9-%d8%b9%d8%ab%d8%b1%d8%a9-%d9%81%d9%8a-%d8%b5-%d8%a8%d8%a7%d8%b3%d8%aa%d8%ae%d8%af%d8%a7%d9%85-ggplot2","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/%d9%85%d9%88%d9%94%d8%a7%d9%85%d8%b1%d8%a9-%d8%b9%d8%ab%d8%b1%d8%a9-%d9%81%d9%8a-%d8%b5-%d8%a8%d8%a7%d8%b3%d8%aa%d8%ae%d8%af%d8%a7%d9%85-ggplot2\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0625\u063a\u0627\u062b\u0629 \u0628\u0633\u0647\u0648\u0644\u0629 \u0641\u064a r \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 ggplot2"},"content":{"rendered":"

<\/p>\n

\n

\u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u0643\u0628\u064a\u0631<\/strong> \u0647\u0648 \u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0638\u0647\u0631 \u062a\u0631\u062a\u064a\u0628 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u0637\u0644\u0642\u0629 \u0644\u0644\u062a\u0623\u0643\u064a\u062f \u0639\u0644\u0649 \u062a\u0631\u062a\u064a\u0628 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0645\u0642\u062f\u0627\u0631 \u0627\u0644\u062a\u063a\u064a\u064a\u0631.<\/span><\/p>\n

\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 \u0646\u062a\u0648\u0621 \u0628\u0633\u0647\u0648\u0644\u0629 \u0641\u064a \u0644\u063a\u0629 R \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 ggplot2.<\/span><\/p>\n

\u0645\u062b\u0627\u0644: \u0625\u0646\u0634\u0627\u0621 \u0631\u0633\u0645 \u0625\u063a\u0627\u062b\u0629<\/span><\/strong><\/h2>\n

\u0644\u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0639\u062b\u0631\u0629 \u0641\u064a R\u060c \u0646\u062d\u062a\u0627\u062c \u0623\u0648\u0644\u0627\u064b \u0625\u0644\u0649 \u062a\u062d\u0645\u064a\u0644 \u062d\u0632\u0645\u062a\u064a\u0646: dplyr<\/strong> \u0648 ggplot2<\/strong> :<\/span><\/p>\n

 library(ggplot2) #for creating bump chart<\/span>\nlibrary(dplyr) #for manipulating data<\/span><\/strong><\/pre>\n
 \u0628\u0639\u062f \u0630\u0644\u0643\u060c \u0633\u0646\u0642\u0648\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0628\u0639\u0636 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0644\u0639\u0645\u0644 \u0645\u0639\u0647\u0627:<\/span><\/p>\n
 #set the seed to make this example reproducible<\/span>\nset.seed(10)\n\ndata <- data.frame(team = rep(LETTERS[1:5], each = 10),\n                   random_num = runif(50),\n                   day = rep(1:10, 5))\n\ndata <- data %>%\n  group_by(day) %>%\n  arrange(day, desc(random_num), team) %>% \n  mutate(rank = row_number()) %>%\n  A group()\n\nhead(data)\n\n# team random_num day rank          \n#1 C 0.865 1 1\n#2 B 0.652 1 2\n#3 D 0.536 1 3\n#4 A 0.507 1 4\n#5 E 0.275 1 5\n#6 C 0.615 2 1<\/strong><\/pre>\n
 \u062a\u0639\u0631\u0636 \u0642\u0627\u0639\u062f\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0630\u0647 \u0628\u0628\u0633\u0627\u0637\u0629 “\u062a\u0635\u0646\u064a\u0641\u0627\u062a” \u062e\u0645\u0633\u0629 \u0641\u0631\u0642 \u0645\u062e\u062a\u0644\u0641\u0629 \u062e\u0644\u0627\u0644 \u0641\u062a\u0631\u0629 10 \u0623\u064a\u0627\u0645.<\/span><\/p>\n
 \u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 ggplot2 \u0644\u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u062a\u0642\u062f\u0645 \u0644\u062a\u0635\u0648\u0631 \u062a\u0631\u062a\u064a\u0628 \u0643\u0644 \u0641\u0631\u064a\u0642 \u062e\u0644\u0627\u0644 \u0643\u0644 \u064a\u0648\u0645 \u062e\u0644\u0627\u0644 \u0647\u0630\u0647 \u0627\u0644\u0641\u062a\u0631\u0629:<\/span><\/p>\n
 ggplot(data, aes(x = day, y = rank, group = team)) +\n  geom_line(aes(color = team, alpha = 1), size = 2) +\n  geom_point(aes(color = team, alpha = 1), size = 4) +\n  scale_y_reverse(breaks = 1:nrow(data))<\/strong><\/pre>\n
 \u064a\u0639\u0631\u0636 \u0647\u0630\u0627 \u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u062a\u0641\u0635\u064a\u0644\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0644\u062a\u0646\u0633\u064a\u0642 \u0627\u0644\u0630\u064a \u062a\u0631\u064a\u062f\u0647\u060c \u0648\u0644\u0643\u0646\u0647 \u0642\u0628\u064a\u062d \u062c\u062f\u064b\u0627. \u0645\u0639 \u0628\u0639\u0636 \u0627\u0644\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0627\u0644\u062c\u0645\u0627\u0644\u064a\u0629 \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u0646 \u0646\u062c\u0639\u0644 \u0647\u0630\u0647 \u0627\u0644\u0644\u0648\u062d\u0629 \u0623\u0641\u0636\u0644 \u0628\u0643\u062b\u064a\u0631.<\/span><\/p>\n
 \u0642\u0645 \u0628\u062a\u0635\u0645\u064a\u0645 \u0631\u0633\u0645 \u0627\u0644\u0646\u062a\u0648\u0621<\/span><\/strong><\/h2>\n
 \u0644\u062a\u062d\u0633\u064a\u0646 \u0645\u0638\u0647\u0631 \u0627\u0644\u0631\u0633\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a\u060c \u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0645\u0648\u0636\u0648\u0639 \u0627\u0644\u062a\u0627\u0644\u064a \u0627\u0644\u0630\u064a \u0623\u0646\u0634\u0623\u0647 \u062f\u0648\u0645\u064a\u0646\u064a\u0643 \u0643\u0648\u062e<\/a> :<\/span><\/p>\n
 my_theme <- function() {\n\n  # Colors\n  color.background = \"white\"\n  color.text = \"#22211d\"\n\n  # Begin construction of chart\n  theme_bw(base_size=15) +\n\n    # Format background colors\n    theme(panel.background = element_rect(fill=color.background,\n                                          color=color.background)) +\n    theme(plot.background = element_rect(fill=color.background,\n                                          color=color.background)) +\n    theme(panel.border = element_rect(color=color.background)) +\n    theme(strip.background = element_rect(fill=color.background,\n                                          color=color.background)) +\n\n    # Format the grid\n    theme(panel.grid.major.y = element_blank()) +\n    theme(panel.grid.minor.y = element_blank()) +\n    theme(axis.ticks = element_blank()) +\n\n    # Format the legend\n    theme(legend.position = \"none\") +\n\n    # Format title and axis labels\n    theme(plot.title = element_text(color=color.text, size=20, face = \"bold\")) +\n    theme(axis.title.x = element_text(size=14, color=\"black\", face = \"bold\")) +\n    theme(axis.title.y = element_text(size=14, color=\"black\", face = \"bold\",\n                                          vjust=1.25)) +\n    theme(axis.text.x = element_text(size=10, vjust=0.5, hjust=0.5,\n                                          color = color.text)) +\n    theme(axis.text.y = element_text(size=10, color = color.text)) +\n    theme(strip.text = element_text(face = \"bold\")) +\n\n    # Plot margins\n    theme(plot.margin = unit(c(0.35, 0.2, 0.3, 0.35), \"cm\"))\n}<\/strong><\/pre>\n
 \u0633\u0646\u0642\u0648\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u062a\u0641\u0635\u064a\u0644\u064a \u0645\u0631\u0629 \u0623\u062e\u0631\u0649\u060c \u0648\u0644\u0643\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0631\u0629 \u0633\u0646\u0642\u0648\u0645 \u0628\u0625\u0632\u0627\u0644\u0629 \u0648\u0633\u064a\u0644\u0629 \u0627\u0644\u0625\u064a\u0636\u0627\u062d \u0648\u0625\u0636\u0627\u0641\u0629 \u0628\u0639\u0636 \u062a\u0633\u0645\u064a\u0627\u062a \u0627\u0644\u0645\u062e\u0637\u0637 \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0633\u0645\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0641\u064a \u0627\u0644\u0643\u0648\u062f \u0623\u0639\u0644\u0627\u0647:<\/span><\/p>\n
 ggplot(data, aes(x = as.factor(day), y = rank, group = team)) +\n  geom_line(aes(color = team, alpha = 1), size = 2) +\n  geom_point(aes(color = team, alpha = 1), size = 4) +\n  geom_point(color = \"#FFFFFF\", size = 1) +\n  scale_y_reverse(breaks = 1:nrow(data)) + \n  scale_x_discrete(breaks = 1:10) +\n  theme(legend.position = 'none') +\n  geom_text(data = data %>% filter(day == \"1\"),\n            aes(label = team, x = 0.5), hjust = .5,\n            fontface = \"bold\", color = \"#888888\", size = 4) +\n  geom_text(data = data %>% filter(day == \"10\"),\n            aes(label = team, x = 10.5), hjust = 0.5,\n            fontface = \"bold\", color = \"#888888\", size = 4) +\n  labs(x = 'Day', y = 'Rank', title = 'Team Ranking by Day') +\n  my_theme()<\/strong><\/pre>\n
 \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u064a\u0636\u064b\u0627 \u062a\u0645\u064a\u064a\u0632 \u0623\u062d\u062f \u0627\u0644\u0635\u0641\u0648\u0641 \u0628\u0633\u0647\u0648\u0644\u0629 \u0639\u0646 \u0637\u0631\u064a\u0642 \u0625\u0636\u0627\u0641\u0629 \u0648\u0633\u064a\u0637\u0629 scale_color_manual()<\/strong> . \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644\u060c \u0641\u064a \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629\u060c \u0646\u062c\u0639\u0644 \u062e\u0637 \u0627\u0644\u0641\u0631\u064a\u0642 “\u0623” \u0628\u0627\u0644\u0644\u0648\u0646 \u0627\u0644\u0623\u0631\u062c\u0648\u0627\u0646\u064a \u0648\u062c\u0645\u064a\u0639 \u0627\u0644\u062e\u0637\u0648\u0637 \u0627\u0644\u0623\u062e\u0631\u0649 \u0628\u0627\u0644\u0644\u0648\u0646 \u0627\u0644\u0631\u0645\u0627\u062f\u064a:<\/span><\/p>\n
 ggplot(data, aes(x = as.factor(day), y = rank, group = team)) +\n  geom_line(aes(color = team, alpha = 1), size = 2) +\n  geom_point(aes(color = team, alpha = 1), size = 4) +\n  geom_point(color = \"#FFFFFF\", size = 1) +\n  scale_y_reverse(breaks = 1:nrow(data)) + \n  scale_x_discrete(breaks = 1:10) +\n  theme(legend.position = 'none') +\n  geom_text(data = data %>% filter(day == \"1\"),\n            aes(label = team, x = 0.5), hjust = .5,\n            fontface = \"bold\", color = \"#888888\", size = 4) +\n  geom_text(data = data %>% filter(day == \"10\"),\n            aes(label = team, x = 10.5), hjust = 0.5,\n            fontface = \"bold\", color = \"#888888\", size = 4) +\n  labs(x = 'Day', y = 'Rank', title = 'Team Ranking by Day') +\n  my_theme() +\n  scale_color_manual(values = c('purple', 'grey', 'grey', 'grey', 'grey'))<\/span><\/strong><\/pre>\n
 \u064a\u0645\u0643\u0646\u0646\u0627 \u0623\u064a\u0636\u064b\u0627 \u062a\u0633\u0644\u064a\u0637 \u0627\u0644\u0636\u0648\u0621 \u0639\u0644\u0649 \u0623\u0633\u0637\u0631 \u0645\u062a\u0639\u062f\u062f\u0629 \u0625\u0630\u0627 \u0623\u0631\u062f\u0646\u0627:<\/span><\/p>\n
 ggplot(data, aes(x = as.factor(day), y = rank, group = team)) +\n  geom_line(aes(color = team, alpha = 1), size = 2) +\n  geom_point(aes(color = team, alpha = 1), size = 4) +\n  geom_point(color = \"#FFFFFF\", size = 1) +\n  scale_y_reverse(breaks = 1:nrow(data)) + \n  scale_x_discrete(breaks = 1:10) +\n  theme(legend.position = 'none') +\n  geom_text(data = data %>% filter(day == \"1\"),\n            aes(label = team, x = 0.5), hjust = .5,\n            fontface = \"bold\", color = \"#888888\", size = 4) +\n  geom_text(data = data %>% filter(day == \"10\"),\n            aes(label = team, x = 10.5), hjust = 0.5,\n            fontface = \"bold\", color = \"#888888\", size = 4) +\n  labs(x = 'Day', y = 'Rank', title = 'Team Ranking by Day') +\n  my_theme() +\n  scale_color_manual(values = c('purple', 'steelblue', 'grey', 'grey', 'grey'))<\/span><\/strong><\/pre>\n","protected":false},"excerpt":{"rendered":"
\u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u0643\u0628\u064a\u0631 \u0647\u0648 \u0646\u0648\u0639 \u0645\u0646 \u0627\u0644\u0645\u062e\u0637\u0637\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0638\u0647\u0631 \u062a\u0631\u062a\u064a\u0628 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0628\u0645\u0631\u0648\u0631 \u0627\u0644\u0648\u0642\u062a \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0627\u0644\u0642\u064a\u0645 \u0627\u0644\u0645\u0637\u0644\u0642\u0629 \u0644\u0644\u062a\u0623\u0643\u064a\u062f \u0639\u0644\u0649 \u062a\u0631\u062a\u064a\u0628 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u062f\u0644\u0627\u064b \u0645\u0646 \u0645\u0642\u062f\u0627\u0631 \u0627\u0644\u062a\u063a\u064a\u064a\u0631. \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 \u0646\u062a\u0648\u0621 \u0628\u0633\u0647\u0648\u0644\u0629 \u0641\u064a \u0644\u063a\u0629 R \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 ggplot2. \u0645\u062b\u0627\u0644: \u0625\u0646\u0634\u0627\u0621 \u0631\u0633\u0645 \u0625\u063a\u0627\u062b\u0629 \u0644\u0625\u0646\u0634\u0627\u0621 \u0645\u062e\u0637\u0637 \u0639\u062b\u0631\u0629 \u0641\u064a R\u060c \u0646\u062d\u062a\u0627\u062c \u0623\u0648\u0644\u0627\u064b \u0625\u0644\u0649 \u062a\u062d\u0645\u064a\u0644 \u062d\u0632\u0645\u062a\u064a\u0646: dplyr \u0648 […]<\/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 \u0646\u062a\u0648\u0621 \u0628\u0633\u0647\u0648\u0644\u0629 \u0641\u064a R \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 ggplot2 - 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