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Analyzing Data

Examples of the Pandas functions mentioned in the lesson.

import pandas as pd
import glob

#Loading the dataset
path = '../../data/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'))