/Simple-NLP-Projects

Practicing NLP skills by following a simple NLP project tutorial

Primary LanguageJupyter Notebook

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 entire dataset

Word Cloud of spam email text:

Word Cloud of Spam emails

Word Cloud of non-spam email text:

Word cloud of non-spam emails

Sentiment Analysis of emails results:

Sentiment analysis results

Classifier results:

Classifier Results