Univariate Summary Functions

Functions for creating univariate EDA summaries.

categorical_univariate_summary

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

numeric_univariate_summary

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

datetime_univariate_summary

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

text_univariate_summary

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

collection_univariate_summary

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

url_univariate_summary

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