3. Analyzing Bank Marketing Campaign Data

Activity 3.01: Creating a Leaner Logistic Regression Model

1. Start by importing the necessary Python packages:

   # import necessary libraries
   import pandas as pd
   import numpy as np
   import statsmodels.api as sm

2. Load the data from GitHub:

   # pull data from github
   bank_data = pd.read_csv("https://raw.githubusercontent.com/"\
                           "PacktWorkshops/"\
                           "The-Data-Analysis-Workshop/master/"\
                           "Chapter03/data/bank-additional/"\
             ...