Summarize and Explore the Data


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Documentation for package ‘SmartEDA’ version 0.3.10

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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