如何创建供 scale_fill_manual() 使用的自定义调色板

Question

考虑以下使用紫色调色板制作条形图的代码

library(dplyr)
library(ggplot2)

dd <- mpg %>% 
        group_by(manufacturer, cyl) %>% 
        summarise(n = n()) %>%
        ungroup() 

mm <- dd %>%
        group_by(manufacturer) %>%
        summarise(mcyl = weighted.mean(cyl, n)) %>%
        arrange(mcyl) %>%
        ungroup()

dd %>% left_join(mm) %>%
        ggplot(mapping = aes(x = reorder(manufacturer, mcyl), y = n, fill = factor(cyl))) + 
        geom_bar(stat = "identity", position = "fill") +
        coord_flip() +
        scale_fill_brewer(palette = "Purples")

问题：如何为奥迪红色 ("Reds") 和福特蓝色 ("Blues") 制作调色板，同时保持其他紫色（"Purples"）？

将这些 red/blue/purple 调色板放入变量并将其传递给 scale_fill_manual()（如 in this related Q&A 所述）的最方便（最好是 tidyverse）方法是什么？

Answer 1

完整的工作解决方案：

cyl <- sort(unique(mpg$cyl))
ncat <- length(cyl)          # 4 types of cylinders

# create palettes
library(RColorBrewer)
purples <- tibble(cyl, colr = brewer.pal(ncat, "Purples"))
reds    <- tibble(manufacturer = "audi", cyl, colr = brewer.pal(ncat, "Reds"))
blues   <- tibble(manufacturer = "ford", cyl, colr = brewer.pal(ncat, "Blues"))

# merge them with the data
dd_p <- dd %>% filter(!(manufacturer %in% c("audi", "ford"))) %>% left_join(purples)
dd_r <- dd %>% filter(manufacturer == "audi") %>% left_join(reds)
dd_b <- dd %>% filter(manufacturer == "ford") %>% left_join(blues)

gg_dd <- rbind(dd_p, dd_r, dd_b) %>%
        left_join(mm)

gg_dd %>% 
        ggplot(mapping = aes(x = reorder(manufacturer, mcyl), y = n, fill = colr)) + 
        geom_bar(stat = "identity", position = "fill") +
        coord_flip() +
        scale_fill_identity()

如何创建供 scale_fill_manual() 使用的自定义调色板

How to create custom color palette to be used by scale_fill_manual()

customization

r

ggplot2

color-palette

geom-bar