2. Scatter Matrix, Pair Plot & Box Plot

import matplotlib.pyplot as plt

from pandas.plotting import scatter_matrix

scatter_matrix(df)

plt.show()

import seaborn as sns

import matplotlib.pyplot as plt

sns.pairplot(df, hue='species')

plt.show()

import seaborn as sns

import matplotlib.pyplot as plt

sns.boxplot(x='species', y='sepal_length', data=df)

plt.show()

sns.boxplot(x='species', y='sepal_width', data=df)

plt.show()

sns.boxplot(x='species', y='petal_length', data=df)

plt.show()

sns.boxplot(x='species', y='petal_width', data=df)

plt.show()