Python Scikit-learn: Create a joinplot to describe individual distributions on the same plot between Sepal length and Sepal width

Python Machine learning Iris Visualization: Exercise-7 with Solution

Write a Python program to create a joinplot to describe individual distributions on the same plot between Sepal length and Sepal width.

Note: joinplot - Draw a plot of two variables with bivariate and univariate graphs.

Sample Solution:

Python Code:

import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt
iris = pd.read_csv("iris.csv")
fig=sns.jointplot(x='SepalLengthCm', y='SepalWidthCm', data=iris, color='blue') 
plt.show()

Sample Output:

Python Code Editor:

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Previous: Write a Python program to create a graph to see how the length and width of SepalLength, SepalWidth, PetalLength, PetalWidth are distributed.
Next: Write a Python program to create a joinplot using “hexbin” to describe individual distributions on the same plot between Sepal length and Sepal width.