Load and explore Iris dataset

Iris_Exploration.py

from sklearn.datasets import load_iris
    
# Load the Iris dataset
data = load_iris()

# Get feature values
print('The feature values for Obs 0 are: ', data.data[0])

# Get feature names
print('The feature names are: ', data.feature_names)

# Get target value of first observation
print('The target value for Obs 0 is:', data.target[0])

# Get target name of first observation
print('The target name for Obs 0 is:', data.target_names[data.target[0]])

# Get minimum feature values
print('The minimum values of the four features are:', np.min(data.data, axis = 0))

# Get maximum feature values
print('The maximum values of the four features are:', np.max(data.data, axis = 0))

# Get unique target values
print('The unique target values are:', np.unique(data.target))