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Save ggplot into base64

Usage

save_base64(plot, width = NULL, height = NULL, dpi = NULL, ...)

Arguments

plot

object for ggplot2 or a function for plot

width

image width

height

image height

dpi

image resolution

...

Other arguments for plot function

Value

character string for base64 image

Examples


library(ggplot2)
p <- cars |>
    ggplot() +
    geom_point(aes(speed, dist))
p |> save_base64()
#> [1] "data:image/png;base64,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"