Inspection, Comparison and Visualisation of Data Frames


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Documentation for package ‘inspectdf’ version 0.0.1

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inspect_cat Summarise and compare the levels within each categorical feature in one or two dataframes.
inspect_cor Summarise and compare Pearson's correlation coefficients for numeric columns in one or two dataframes.
inspect_imb Summarise and compare columnwise imbalance for non-numeric columns in one or two dataframes.
inspect_mem Summarise and compare the memory usage in one or two dataframes.
inspect_na Summarise and compare the rate of missingness in one or two dataframes.
inspect_num Summarise and compare the numeric variables within one or two dataframes
inspect_types Summarise and compare column types in one or two dataframes.