Disposable Email Address Scraper

Collecting, categorizing and analyzing Emails from top Free Disposable Email Address Services.

Getting Started

Prerequisites

Download and install dependencies

Python3 packages:

selenium
pydot
pandas
matplotlib
scikit-learn
scipy
matplotlib
beautifulsoup4
json
numpy

External dependencies:

ChromeWebdriver

How to test

To run the thing, these are the exact steps

1. Open emailscraper.py, set fileName, run $ python3 emailscraper.py
2. After grabbing the data from multiple runs, we need to combine the data so modify combine.py according to your needs.
3. Run $ python3 simpleClassifier.py for classification based on profanity.
4. Run $ python3 mlclassifier.py for classification based on unsupervised learning and draw clusters.

Authors

• Shubham Jindal

License

This project is licensed under the MIT License - see the LICENSE.md file for details

Acknowledgments

• Anthony De Meulemeester Core developer @CityOfZion. Lead engineer and architect @AcademicLabs.