geeda 0.1.0

General EDA Framework for Pandas DataFrames

geeda

Pronounced ghee-dah or jee-dee-aye
Gee.D.A, GEneral EDA: General EDA (Exploratory Data Analysis) Framework for Pandas DataFrames

Where to get it

The source code is currently hosted on GitHub at: https://github.com/jjz17/geeda

Binary installers for the latest released version are available at the Python Package Index (PyPI).

# PyPI
pip install geeda

EDA Workflow using Geeda

1. Create the Geeda() object by passing in the dataframe you wish to explore/analyze
2. Call the apply() function with the desired arguments (EDA functions that you wish to apply)
3. Enjoy an organized and simple output of the EDA results

Technologies Used

• Python3
• Poetry (dependency management, publishing library)
• Docker (containerization of services and tests)
• Git/GitHub (version control, CI/CD)
• Pre-commit (hooks for improved code quality)
• Black (code formatting)