EDA and Visualization Library

Light-weight Python EDA and Visualization Library for Data Scientists.

The eda_viz module is a light-weight library that will make your data exploration and visualization tasks lot simpler.

Installation

You can install eda-viz from PyPI:

pip install eda-viz

The library is only tested in Python 3.6.5, and on Mac OS v10.13.6.

How to use

Let's create a sample dataframe:

import pandas as pd
df = pd.DataFrame({
    'categories': ['A', 'B', 'A', 'C', 'D', 'B', 'A'],
    'numbers': [1, 2, 1, 3, 4, 2, 1]
})

Column Distribution

from eda_viz.viz import column_distribution
column_distribution(df['categories'])

Histogram

from eda_viz.viz import histogram
histogram(df['numbers'])

Bar Plot

from eda_viz.viz import bar_plot
bar_plot(df['categories'], df['numbers'])

Other charts are a WIP.