DataExplorer-package
Data Explorer
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
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
configure_report()
Configure report template
create_report()
Create report