Saturday, March 13, 2021

Quick Exploratory Data Analysis with SweetViz

I recently came across a Python library that is useful for quick exploration of a dataset (or two) in a Jupyter notebook, SweetViz.

Code:

try:
    import sweetviz
except:
    !pip install sweetviz --user
    import sweetviz
import pandas as pd
df = pd.read_csv('https://raw.githubusercontent.com/callysto/hackathon/f7454f5d9234df2575ceb7b8983340e512fad24d/SustainabilityOnMars/Tutorials/pets_from_bootstrap_world.csv')
analysis = sweetviz.analyze(df)
analysis.show_notebook() # or export with show_html()


Here is a brief notebook demonstration.