Univariate Summary Functions

Functions for creating univariate EDA summaries.

categorical_summary

Creates a univariate EDA summary for a provided categorical data column in a pandas DataFrame.

numeric_summary

Creates a univariate EDA summary for a high cardinality numeric data column in a pandas DataFrame.

datetime_summary

Creates a univariate EDA summary for a datetime data column in a pandas DataFrame.

text_summary

Creates a univariate EDA summary for a text variable column in a pandas DataFrame.

collection_summary

Creates a univariate EDA summary for a collections column in a pandas DataFrame.

url_summary

Creates a univariate EDA summary for a url column in a pandas DataFrame.