All functions
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ExpCatStat()
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Function provides summary statistics for all character or categorical columns in the dataframe |
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ExpCatViz()
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Distributions of categorical variables |
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ExpCTable()
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Function to create frequency and custom tables |
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ExpCustomStat()
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Customized summary statistics |
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ExpData()
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Function to generate the overview of a data frame |
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ExpInfoValue()
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Information value |
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ExpKurtosis()
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Measures of Shape - Kurtosis |
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ExpNumStat()
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Summary statistics for numerical variables |
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ExpNumViz()
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Distributions of numeric variables |
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ExpOutQQ()
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Quantile-Quantile Plots |
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ExpParcoord()
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Parallel Co-ordinate plots |
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ExpReport()
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Function to create HTML EDA report |
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ExpSkew()
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Measures of Shape - Skewness |
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ExpStat()
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Function provides summary statistics for individual categorical predictors |
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ExpWoeTable()
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Function provides summary statistics with weight of evidence |