Multiple plots in for loop ignoring par
Here is one way to do it with cowplot::plot_grid
. The plot_duo
function uses tidyeval
approach in ggplot2 v3.0.0
# install.packages("ggplot2", dependencies = TRUE)
library(rlang)
library(dplyr)
library(ggplot2)
library(cowplot)
plot_duo <- function(df, plot_var_x, plot_var_y) {
if (is.character(plot_var_x)) {
print('character column names supplied, use ensym()')
plot_var_x <- ensym(plot_var_x)
} else {
print('bare column names supplied, use enquo()')
plot_var_x <- enquo(plot_var_x)
}
if (is.character(plot_var_y)) {
plot_var_y <- ensym(plot_var_y)
} else {
plot_var_y <- enquo(plot_var_y)
}
pts_plt <- ggplot(df, aes(x = !! plot_var_x, y = !! plot_var_y)) + geom_point(size = 4)
his_plt <- ggplot(df, aes(x = !! plot_var_x)) + geom_histogram()
duo_plot <- plot_grid(pts_plt, his_plt, ncol = 2)
}
### use character column names
plot_vars1 <- c("wt", "disp", "wt")
plt1 <- plot_vars1 %>% purrr::map(., ~ plot_duo(mtcars, .x, "mpg"))
#> [1] "character column names supplied, use ensym()"
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> [1] "character column names supplied, use ensym()"
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> [1] "character column names supplied, use ensym()"
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
plot_grid(plotlist = plt1, nrow = 3)
### use bare column names
plot_vars2 <- alist(wt, disp, wt)
plt2 <- plot_vars2 %>% purrr::map(., ~ plot_duo(mtcars, .x, "mpg"))
#> [1] "bare column names supplied, use enquo()"
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> [1] "bare column names supplied, use enquo()"
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#> [1] "bare column names supplied, use enquo()"
#> `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
plot_grid(plotlist = plt2, nrow = 3)
To separate plots into multiple pages, we can use gridExtra::marrangeGrob
ml1 <- marrangeGrob(plt, nrow = 2, ncol = 1)
# Interactive use
ml1
# Non-interactive use, multipage pdf
ggsave("multipage.pdf", ml1)