rggplot2geom-col

in ggplot2()/geom_col, how to change stack bar retangular sequence and fill color


In below plot , 1) How to align category 'A' to axis x (axis y start from 0)?
2) How to change sub_category fill color ? want change to 'pink' (whis the color samilar to category color) . Anyone can help?

library(tidyverse)
plot_data <- data.frame(category=c('A','A','B','C'),
           sub_category=c('a1','a2','b1','c1'),
           value=c(6,12,3,2))

plot_data %>% mutate(sub_category=if_else(category=='A',
                                          sub_category,category)) %>% 
  pivot_longer(names_to = 'title',values_to ='cat_region',-value) %>% 
  filter(!(title=='sub_category'&cat_region %in% c('B','C') )) %>% 
  group_by(title,cat_region) %>% 
  summarise(value_sum=sum(value)) %>% 
  ggplot(aes(x=title,y=value_sum,fill=cat_region,
             group=interaction(title,cat_region)))+geom_col()

enter image description here


Solution

  • I think you're looking for scale_fill_manual to select the fill colors, and position_stack(reverse = TRUE) to reverse the stacking order:

    plot_data %>% 
      mutate(sub_category = if_else(category=='A', sub_category, category)) %>% 
      pivot_longer(names_to = 'title', values_to = 'cat_region', -value) %>% 
      filter(!(title == 'sub_category' & cat_region %in% c('B','C'))) %>% 
      group_by(title, cat_region) %>% 
      summarise(value_sum = sum(value)) %>% 
      ggplot(aes(x = title, y = value_sum, fill = cat_region,
                 group = interaction(title,cat_region))) +
      geom_col(position = position_stack(reverse = TRUE)) +
      scale_fill_manual(values = c(A = "#f8766d", a1 = "#ffa8a3",
                                   a2 = "#ffe2e0", B = "#00b0f6",
                                    C = "#74d67f")) +
      theme_bw()
    

    enter image description here