Light-weight Python EDA and Visualization Library for Data Scientists
Project description
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.
Currently, the library only supports Pandas DataFrame.
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
To plot column_distribution
, you can use the following example:
import pandas as pd
from eda_viz.viz import column_distribution
df = pd.DataFrame({
'categories': ['A', 'A', 'B', 'C', 'A', 'B']
})
column_distribution(df['categories'])
which will plot the following chart:
Other charts are a WIP.
Project details
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eda-viz-0.0.1.tar.gz
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