plot_numerical_vars: Plot Continuous Variables

In glancedata: Generate tables and plots to get summaries of data

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.

Author(s)

Guillermo Basulto-Elias

Examples

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")

glancedata documentation built on Dec. 1, 2019, 1:22 a.m.