Loading the dataset

First of all, it is essential to download the dataset. Follow the preceding steps from the Technical requirements section and download the data. Gmail (https://takeout.google.com/settings/takeout) provides data in mbox format. For this chapter, I loaded my own personal email from Google Mail. For privacy reasons, I cannot share the dataset. However, I will show you different EDA operations that you can perform to analyze several aspects of your email behavior:

1. Let's load the required libraries:

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt

Note that for this analysis, we need to have the mailbox package installed. If it is not installed on your system, it can be added to your Python build using the pip install mailbox instruction.

2. When you have loaded the libraries, load the dataset:

import mailbox

mboxfile = "PATH TO DOWNLOADED...