create_dataset_summary_table {vvauditor}

Create dataset summary statistics table

Description

This function creates a summary statistics table for a dataframe, providing insights into the nature of the data contained within. It includes detailed statistics for each column, such as column types, missing value percentages, minimum and maximum values for numeric columns, patterns for character columns, uniqueness of identifiers, and distributions.

Usage

create_dataset_summary_table(df_input)

Arguments

df_input

A dataframe for which to create a summary statistics table.

Value

A tibble with comprehensive summary statistics for each column in the input dataframe.