# Importing the libraries 
import pandas as pd
import numpy as np
from sklearn import metrics
import matplotlib.pyplot as plt
import seaborn as sns
%matplotlib inline

# Importing the Boston Housing dataset
from sklearn.datasets import load_boston
boston = load_boston()

# Initializing the dataframe
data = pd.DataFrame(boston.data)

# See head of the dataset
data.head()

#Adding the feature names to the dataframe
data.columns = boston.feature_names
data.head()