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社区首页 >专栏 >R语言绘制靓图--ggthemr、gsci、tvthemes主题包

R语言绘制靓图--ggthemr、gsci、tvthemes主题包

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拴小林
发布2021-10-11 11:16:41
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发布2021-10-11 11:16:41
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文章被收录于专栏:数据驱动实践数据驱动实践

1 ggthemr

一般情况下只会设置palette 参数,指定主题名称,其它均为默认参数【即每种主题的字号,磅值,图边距等均可修改】。

代码语言:javascript
复制
library(ggthemr)
options(repr.plot.width = 4.5, repr.plot.height = 3, repr.plot.res = 300)
ggthemr('grape')
ggplot(mpg, aes(manufacturer, hwy)) + 
  geom_boxplot() + 
  ggtitle('flat')+
  theme(axis.text.x = element_text(angle = 45))
  ggthemr_reset()
 
ggplot(mpg, aes(manufacturer, hwy)) + 
  geom_boxplot() + 
  theme(axis.text.x = element_text(angle = 45))
代码语言:javascript
复制
ggplot(mtcars, aes(mpg, disp, colour = factor(am))) +
    geom_point() +
    scale_colour_ggthemr_d()

flat

Base 16

flat dark

Base 16

camouflage

chalk

copper

grape

2 ggsci

代码语言:javascript
复制
install.packages("ggsci")
vignette("ggsci") # in R for a quick-start guide.
代码语言:javascript
复制
library("ggsci")
library("ggplot2")
library("gridExtra")

data("diamonds")

p1 = ggplot(subset(diamonds, carat >= 2.2),
       aes(x = table, y = price, colour = cut)) +
  geom_point(alpha = 0.7) +
  geom_smooth(method = "loess", alpha = 0.05, size = 1, span = 1) +
  theme_bw()

p2 = ggplot(subset(diamonds, carat > 2.2 & depth > 55 & depth < 70),
       aes(x = depth, fill = cut)) +
  geom_histogram(colour = "black", binwidth = 1, position = "dodge") +
  theme_bw()
  
  

2.1 NPG

代码语言:javascript
复制
p1_npg = p1 + scale_color_npg() + ggtitle("scale_color_npg()")
p2_npg = p2 + scale_fill_npg() + ggtitle("scale_fill_npg()")
grid.arrange(p1_npg, p2_npg, ncol = 2)

2.2 AAAS

代码语言:javascript
复制
p1_aaas = p1 + scale_color_aaas() + ggtitle("scale_color_aaas()")
p2_aaas = p2 + scale_fill_aaas() + ggtitle("scale_fill_aaas()")
grid.arrange(p1_aaas, p2_aaas, ncol = 2)

更多图片示例,请查看

代码语言:javascript
复制
vignette("ggsci") # in R for a quick-start guide.

3 tvthemes

代码语言:javascript
复制
#scale_fill_westeros
ggplot(mpg, aes(displ)) +
  geom_histogram(aes(fill = class), col = "black", size = 0.1) +
  scale_fill_westeros(palette = "Stannis", n = 7, reverse = TRUE) +
  scale_x_continuous(expand = c(0, 0)) +
  scale_y_continuous(expand = c(0, 0)) +
  labs(title = glue("
                    We do not choose our destinies. 
                    Yet we must... we must do our duty, no? 
                    Great or small, we must do our duty."),
       subtitle = "I will have no burnings. Pray Harder.",
       caption = glue("
                      The Iron Throne is Mine by Right.
                      - Stannis Baratheon"),
       x = "Bent Knees", y = "Lightbringer") +
  theme_minimal() +
  theme(text = element_text(family = "Cinzel", size = 20),
        plot.title = element_text(family = "Cinzel", size = 26),
        plot.subtitle = element_text(size = 18),
        plot.caption = element_text(size = 16),
        axis.text = element_text(size = 18),
        legend.position = "none")
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目录
  • 1 ggthemr
    • flat dark
      • camouflage
        • chalk
          • copper
            • grape
              • 3 tvthemes
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