Photo by Susan Q Yin on Unsplash

In this post, I will cluster the plays I read using K-Modes clustering algorithm.

KModes clustering is one of the unsupervised Machine Learning algorithms that is used to cluster categorical variables.

Implementation of KModes in Python

#importing necessary libraries

import pandas as pd
from sklearn.preprocessing import MinMaxScaler
import matplotlib.pyplot as plt

#pip install kmodes
from kmodes.kprototypes import KPrototypes
from kmodes.kmodes import KModes

df=pd.read_csv(“plays.csv”)
df.head()

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Yasemin Demircan

Yasemin Demircan

Mathematician, Content Writer, Theater actress