Plot scatter plots for continuous variables

Source: R/plot_scatter.R

Function for displaying scatter plots of contninuous variables in data frame. Automatically picks columns of data frame and displays unique variables pairs scatter plots on one multi-faceted graphic. Column names can be specified. Color grouping by target can be added in case of classification task.

plot_scatter(df, vars, target = NULL)

Arguments

df

Data frame

vars

(optonal) Vector with names of columns to include on plots.

target

(optional) Name of target column to perform grouping on scatter plot.

Value

patchwork's list of ggplot objects

Examples

df <- attitude
df['target'] <- as.factor(rbinom(30, 1, 0.3))

plot_scatter(df, vars=c('rating', 'complaints', 'privileges', 'learning'))

plot_scatter(df, target='target')