data-describe is a Python toolkit for Exploratory Data Analysis (EDA). It aims to accelerate data exploration and analysis by providing automated and polished analysis widgets.

For more examples of data-describe in action, see the Quick Start Tutorial.

data-describe implements the following basic features:

data-describe is always looking to elevate the standard for Exploratory Data Analysis. Here are just a few that are implemented:

• Dimensionality Reduction Methods
• Sensitive Data (PII) Redaction
• Text Pre-processing / Topic Modeling
• Big Data Support

data-describe can be installed using pip:

pip install data-describe

import data_describe as dd
help(dd)

See the User Guide for more information.

data-describe is currently in beta status.

data-describe welcomes contributions from the community.