What is the purpose for the below code snippet

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$-$ vour screen.

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EXAM NAME

Final Exam

GUIDELIN

V No

import pandas as pd import numpy as np

from matplotlib import pyplot as plt import seaborn as sns

iris $=$ sns$.$ load$\_$dataset $(\text{'}$iris$\text{'})$

X iris $=$ iris.drop$(\text{'}$species$\text{'},$ axis$=1)$

y$\_$iris $=$ iris$(\text{'}$species$\text{'}]$

O None$/$Error

$$ Select samples from the iris data set for modeling

$$ Separate the iris data set into features and a target

O Create a seaborn clus