ExpCatStat |
Function provides summary statistics for all character or categorical columns in the dataframe |
ExpCatViz |
Distributions of categorical variables |
ExpCTable |
Function to create frequency and custom tables |
ExpCustomStat |
Customized summary statistics |
ExpData |
Function to generate data dictionary of a data frame |
ExpInfoValue |
Information value |
ExpKurtosis |
Measures of Shape - Kurtosis |
ExpNumStat |
Summary statistics for numerical variables |
ExpNumViz |
Distributions of numeric variables |
ExpOutliers |
Univariate Outlier Analysis |
ExpOutQQ |
Quantile Quantile Plots |
ExpParcoord |
Parallel Co ordinate plots |
ExpReport |
Function to create HTML EDA report |
ExpSkew |
Measures of Shape - Skewness |
ExpStat |
Function provides summary statistics for individual categorical predictors |
ExpTwoPlots |
Function to create two independent plots side by side for the same variable |
ExpWoeTable |
Function provides summary statistics with weight of evidence |