Package

DataExplorer-package

Data Explorer

Data Exploration

introduce()

Describe basic information

plot_bar()

Plot bar chart

plot_boxplot()

Create boxplot for continuous features

plot_correlation()

Create correlation heatmap for discrete features

plot_density()

Plot density estimates

plot_histogram()

Plot histogram

plot_intro()

Plot introduction

plot_missing()

Plot missing value profile

plot_prcomp()

Visualize principal component analysis

plot_qq()

Plot QQ plot

plot_scatterplot()

Create scatterplot for all features

plot_str()

Visualize data structure

profile_missing()

Profile missing values

Feature Engineering

drop_columns()

Drop selected variables

dummify()

Dummify discrete features to binary columns

group_category()

Group categories for discrete features

set_missing()

Set all missing values to indicated value

split_columns()

Split data into discrete and continuous parts

update_columns()

Update variable types or values

Reporting

configure_report()

Configure report template

create_report()

Create report