Automate Data Exploration and Treatment

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Documentation for package ‘DataExplorer’ version 0.8.3

• 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