"""
=================================================
Plot grid 
=================================================

joints histogram on the edge of regression line 
"""
# Author: L.Kouadio 
# Licence: BSD-3-clause

#%%
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), sns_style ='ticks').fit(data)
p.plotjoint(xname ='sfi', yname='magnitude', hue='flow', 
            pkg ='sns', 
            )