Importing data

There are two files used in this exercise. Both of them can be downloaded from Kaggle (https://www.kaggle.com/berkeleyearth/climate-change-earth-surface-temperature-data) or from the GitHub repository.

If you are using the repository, the data file can be located inside Chapter 14, Modeling Weather Data Points with Python. As always, let's start running iPython Notebook. The instructions can be found in Chapter 6, Modeling Structured Data.

Forecasting Nepal's temperature change

The first step is importing the required packages. This can be done with the following code snippet:

#import the packages
import math
import pandas as pd
import numpy as np
import os
from pandas import DataFrame
from sklearn.cluster...