Hierarchical Clustering

from sklearn.cluster import AgglomerativeClustering
model = AgglomerativeClustering(n_clusters=4)
cluster_labels = model.fit_predict(scaled_df)

from scipy.cluster.hierarchy import dendrogram
from scipy.cluster import hierarchy 
linkage_matrix = hierarchy.linkage(model.children_)
dendro = dendrogram(linkage_matrix)