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.
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'])
Histogram
from eda_viz.viz import bar_plot
bar_plot(df['categories'], df['numbers'])
Other charts are a WIP.
Project details
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eda-viz-0.0.6.tar.gz
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