"""
=================================================
Plot scatterring features 
=================================================

shows shows the relationship between two numerical features.
"""
# Author: L.Kouadio 
# Licence: BSD-3-clause

#%%
import matplotlib.pyplot as plt 
plt.style.use ('classic')
from watex.datasets import fetch_data 
from watex.view import ExPlot 
data = fetch_data ('bagoue original').get('data=dfy1') 
# we will use the naive_imputer in bi-impute mode to fix existing 
# NaN 
from watex.utils import naive_imputer 
data = naive_imputer(data, mode ='bi-impute')
p= ExPlot(tname='flow', fig_size =(7, 5)).fit(data)
ExPlot(tname='flow', fig_size =(7, 5), sns_style = 'whitegrid').fit(data).plotscatter (
    xname ='sfi', yname='magnitude' )