Just copy this whole in juypter notebook and you are good to go.
# # Objective of this notebook
#
# * I aim from this notebook to provide simple guide on how to extract and engineer features from the dataset
# * Prepared from a Beginner to beginners
# Import liberaries
import pandas as pd
pd.set_option('display.max_column' , 500)
import numpy as np
…