Document Clustering and Visualization

Github repo for CSE 573 project.

Contributors and Team Members: Kunal Suthar, Jay Shah, Leroy Vargis, Abhay Mathur, Vatsal Sodha.

Selenium setup instructions:

1. Install selenium python package:

   pip install selenium

2. Install selenium browser driver: This project uses the Firefox driver Install instruction found here

Dependencies setup instructions:

1. Install all dependencies:

   bash demo.sh install-dep

Project run instructions:

To run the project, use demo.sh file with the following arguments:

1. Scrape data and save it to a pickle file:

   bash demo.sh scrape

2. Create the LDA model:

        bash demo.sh create-lda

3. Apply tsne and generate the dependencies:

        bash demo.sh apply-tsne

4. Apply pca and generate the dependencies:

        bash demo.sh apply-pca

5. Generate 3D visualization:

        bash demo.sh visualize-3d

6. Run the above steps/commands with tsne sequentially from scratch

        bash demo.sh run-project-tsne

7. Run the above steps/commands with pca sequentially from scratch

        bash demo.sh run-project-pca