Clustering data with Wolfram Language & Python

MODERATOR NOTE: for more examples see documentation on Wolfram Client Library for Python: Wolfram Client Library for Python—Wolfram Documentation


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I am trying to run the above code in a Jupyter notebook with Wolfram Engine at the back end. However I cannot run the following in Jupyter.

from numpy import array, matrix
from scipy.io import mmread, mmwrite
import numpy as np
import pandas as pd

In Mathematica, this code can be run with > but how to do it in Jupyter notebook?