glancedata (version 1.0.1)

plot_numerical_vars: Plot Continuous Variables

Description

Graphical summaries of numerical variables using functions from ggplot2 and GGally.

Usage

plot_numerical_vars(x, plot_type)

Arguments

x

Data frame which may include continuous and discrete variables. Non-continuous variables are ignored.

plot_type

Plot type. Current options:

"pairwise"

Calls ggpairs to get plots of pairwise differences. Avoid it if there are too many numerical variables.

"density"

Calls geom_density and geom_rug.

"histogram"

Calls geom_histogram and geom_rug.

"violin"

Calls geom_violin and geom_jitter.

"boxplot"

Calls geom_boxplot.

"qqplot"

Calls stat_qq_line and stat_qq.

Value

A ggplot object.

Examples

# NOT RUN {
library(glancedata)

plot_numerical_vars(iris, "pairwise")
plot_numerical_vars(iris, "density")
plot_numerical_vars(iris, "boxplot")
plot_numerical_vars(iris, "violin")
plot_numerical_vars(iris, "histogram")
plot_numerical_vars(iris, "qqplot")
# }