42.27. Analyzing data

Examples of the Pandas functions mentioned in the section.

import pandas as pd
import glob

# Loading the dataset
path = "https://static-1300131294.cos.ap-shanghai.myqcloud.com/data/data-science/emails.csv"
email_df = pd.read_csv(path)

# Using Describe on the email dataset
print(email_df.describe())

# Sampling 10 emails
print(email_df.sample(10))

# Returns rows where there are more occurrences of "to" than "the"
print(email_df.query('the < to'))

42.27.1. Acknowledgments

Thanks to Microsoft for creating the open source course Data Science for Beginners. It inspires the majority of the content in this chapter.