birds_eye_view: High level EDA: histograms, bar chart, and correlation...

In UBC-MDS/reasyeda: Make Exploratory Data Analysis Easier

Description

This function performs high level EDA on all, or a specific set of features displaying 3 different visualization sets: histograms for each numeric variable, a bar chart for each factor type categorical variable, and a correlation heatmap of the numeric variables.

Usage

birds_eye_view(df, n = 20, var_list = NULL)

Arguments

df	A data.frame. The dataframe on which visualizations will be created
n	An integer. If passed, it will specify the number of bins for the histograms, defaults to 20
var_list	A vector. If passed, it will limit visualizations to a subset of variables

Value

a list of the visualization objects generated created by the function

Examples

library(palmerpenguins)
results <- birds_eye_view(penguins)

UBC-MDS/reasyeda documentation built on Feb. 6, 2022, 7 a.m.