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 |