create_dataset_summary_table.RdThis 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.
create_dataset_summary_table(df_input)A dataframe for which to create a summary statistics table.
A tibble with comprehensive summary statistics for each column in the input dataframe.