"""
=================================================
Plot naive dendrogram 
=================================================

visualizes a rapid dendrogram using the ward clustering function from Scipy.
"""
# Author: L.Kouadio 
# Licence: BSD-3-clause 

#%%
import matplotlib.pyplot as plt 
plt.style.use ("classic")
from watex.datasets import fetch_data 
from watex.utils.plotutils import plot_naive_dendrogram
X, _= fetch_data('Bagoue analysed') # data is already scaled 
# get the two features 'power' and  'magnitude'
data = X[['power', 'magnitude']]
plot_naive_dendrogram(data ) 
#%% 
# Add the horizontal line of the cluster at ybounds = (20 , 20 )
# for a single cluster (cluser 1)
plot_naive_dendrogram(data , 20, 20 )