R包:‘ggcharts好看线图包‘

2024-07-13 1626阅读

介绍

ggcharts提供了一个高级{ggplot2}接口,用于创建通用图表。它的目标既简单又雄心勃勃:让您更快地从数据可视化的想法到实际的绘图。所以如何?通过处理大量的数据预处理,为您模糊{ggplot2}细节和绘图样式。生成的图是ggplot对象,可以使用任何{ggplot2}函数进一步定制。

remotes::install_github("thomas-neitmann/ggcharts")
library(ggcharts)
library(tidyverse)
data("biomedicalrevenue")
pl1 %
  filter(year %in% c(2012, 2015, 2018)) %>%
  group_by(year) %>%
  top_n(10, revenue) %>%
  ungroup() %>%
  mutate(company = tidytext::reorder_within(company, revenue, year)) %>%
  ggplot(aes(company, revenue)) +
  geom_col() +
  coord_flip() +
  tidytext::scale_x_reordered() +
  facet_wrap(vars(year), scales = "free_y")
pl2 %
  filter(year %in% c(2012, 2015, 2018)) %>%
  bar_chart(x = company, y = revenue, facet = year, top_n = 10)
wrap_plots(pl1, pl2, ncol = 1)

R包:‘ggcharts好看线图包‘

Charts

各种线图

data("revenue_wide")
line_chart(data = revenue_wide, x = year, y = Roche:Bayer) +
  labs(x = "Year", y = "Revenue (Billion USD)")

R包:‘ggcharts好看线图包‘

biomedicalrevenue %>%
  filter(year == 2018) %>%
  lollipop_chart(x = company, y = revenue, threshold = 30) +
  labs(
    x = NULL,
    y = "Revenue",
    title = "Biomedical Companies with Revenue > $30Bn."
  ) +
  scale_y_continuous(
    labels = function(x) paste0("$", x, "Bn."),
    expand = expansion(mult = c(0, .05))
  )

R包:‘ggcharts好看线图包‘

data("popeurope")
dumbbell_chart(
  data = popeurope,
  x = country,
  y1 = pop1952,
  y2 = pop2007,
  top_n = 10,
  point_colors = c("lightgray", "#494F5C")
) +
  labs(
    x = NULL,
    y = "Population",
    title = "Europe's Largest Countries by Population in 2007"
  ) +
  scale_y_continuous(
    limits = c(0, NA),
    labels = function(x) paste(x, "Mn.")
  )

R包:‘ggcharts好看线图包‘

data(mtcars)
mtcars_z 
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