Initial Data Analysis

We'll start our analysis by loading the data into Python and performing some simple analysis, which will give us a feeling about the type of data and the different features of the dataset (this is presented in detail in Figure 3.2):

import pandas as pd
import numpy as np
import seaborn as sns
import matplotlib.pyplot as plt
%matplotlib inline
# pull data from github
bank_data = pd.read_csv("https://raw.githubusercontent.com/"\
                        "PacktWorkshops/"\
                        "The-Data-Analysis-Workshop/"\
                        "master/Chapter03...