# Automate Data Exploration and Treatment

## Documentation for package ‘DataExplorer’ version 0.8.4

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

configure_report | Configure report template
create_report | Create report
drop_columns | Drop selected variables
dummify | Dummify discrete features to binary columns
group_category | Group categories for discrete features
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
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