Python Scikit-learn: Create a pairplot of the iris data set and check which flower species seems to be the most separable

Python Machine learning Iris Visualization: Exercise-13 with Solution

Write a Python program to create a pairplot of the iris data set and check which flower species seems to be the most separable.

Sample Solution:

Python Code:

# Import necessary modules
import pandas as pd
import seaborn as sns
iris = pd.read_csv("iris.csv")
#Drop id column
iris = iris.drop('Id',axis=1)
sns.pairplot(iris,hue='Species')

Sample Output:

Python Code Editor:

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