dens_plot {AnalysisLin}

Numerical Variables Density Plots

Description

This function generates density plots for all numerical variables in the input data frame. It offers a vivid and effective visual summary of the distribution of each numerical variable, helping in a quick understanding of their central tendency, spread, and shape.

Usage

dens_plot(
  data,
  fill = "skyblue",
  color = "black",
  alpha = 0.7,
  subplot = FALSE,
  nrow = 2,
  margin = 0.1,
  html = FALSE
)

Arguments

data

The input data frame containing numerical variables.

fill

The fill color of the density plot (default: "skyblue").

color

The line color of the density plot (default: "black").

alpha

The transparency of the density plot (default: 0.7).

subplot

A logical argument (default: FALSE) indicating whether to create subplots.

nrow

Number of rows for subplots (if subplot is TRUE, default: 2).

margin

Margin for subplots (if subplot is TRUE, default: 0.1).

html

Whether the output should be in HTML format,used when knitting into HTML. Default is FALSE.

Value

A list of density plots.

Examples

data(mtcars)
dens_plot(mtcars)