edaplotting

plotting for exploratory data analysis


Keywords
eda, exploratory-data-analysis, matplotlib, plotting, seaborn, univariate
License
MIT
Install
pip install edaplotting==0.6

Documentation

edaplotting

In the words of John Turkey :

Exploratory data analysis can never be the whole story, but nothing else can serve as the foundation stone.

Dependencies

pandas (required) : https://pandas.pydata.org
numpy (required): http://numpy.scipy.org
matplotlib (required): http://matplotlib.sourceforge.net
seaborn (required): https://seaborn.pydata.org

Example

Installation

pip install edaplotting

Usage

# import the edaplotting library
import edaplotting as eda

# import pandas
import pandas as pd

# read in the dataset of interest 
df = pd.read_csv('Pokemon.csv')

# initialize the class with an one-dimensional array
object = eda.univariate(df['Speed'])

# plot the object
object.plot()

png

License

MIT