Scatter plot with a smoothing line

Displays of scatter plot and adds a smoothing line, using ggplot2.

ggassoc_scatter(data, mapping, na.rm = FALSE,
axes.labs = TRUE, ticks.labs = TRUE, text.size = 3)

Arguments

data: dataset to use for plot
mapping: aesthetic being used. It must specify x and y.
na.rm: logical, indicating whether NA values should be silently removed before the computation proceeds. Default is FALSE.
axes.labs: Whether to display the labels of the axes, i.e. the names of x and y. Default is TRUE.
ticks.labs: Whether to display the labels of the categories of x and y. Default is TRUE.
text.size: Size of the association measure. If NULL, the text is not added to the plot.

Kendall's tau rank correlation between x and y is displayed in upper-left corner of the plot.

Smoothing is performed with gam.

This function can be used as a high-level plot with ggduo and ggpairs functions of the GGally package.

a ggplot object

Nicolas Robette

data(Movies)
ggassoc_scatter(Movies, mapping = ggplot2::aes(x = Budget, y = Critics))
#> `geom_smooth()` using formula = 'y ~ s(x, bs = "cs")'