Natural Language Processing Exploration

Practicing Natural Language Processing skills by following the following tutorial: https://towardsdatascience.com/3-super-simple-projects-to-learn-natural-language-processing-using-python-8ef74c757cd9

Written in Python

Actions Performed:

• Text cleaned using Regex
• Word clouds of different portions of the dataset
• Sentiment analysis of email text
• Classification model of spam/non spam emails

Results:

Word Cloud of entire dataset:

Word Cloud of spam email text:

Word Cloud of non-spam email text:

Sentiment Analysis of emails results:

Classifier results: