BrunoMRTZ / EduTechAutoGenFaq

NLP and topic depictions for forum data

EduTechAutoGenFaq

NLP and topic depictions for forum data

EduTechAutoGenFaq

NLP and topic depictions for forum data. This is done to improve the Piazza Forum by providing an autogenerated trending page and FAQ.

1. Reddit extractions : experiment.py to see how I extracted the reddit data files
2. Topics extractions : machine_learning.py to see how I extract the topic
3. Dash Visualization : dash_main.py to see how I visualize it in dash deployed locally

Getting Started

Clone this repository to your local.g Run the dash_main.py. This will run a Flask App Server (lazy loading) to your local Go to the port specified (default is 8050) These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system.

Prerequisites

1. python 3
2. pandas
3. sklearn
4. dash

pip install pandas

Installing

To get your application running, you will need to:

1. Clone this repository
2. Install relevant libraries (refer to prerequisites)
3. Run dash_main.py with python 3
4. Access the server (localhost:8050)

Deployment

To deploy this, you might want to use heroku https://www.heroku.com/ as your deployment cloud server

Built With

• Dash - The data visualization framework used
• Flask - The web library used
• Pandas - Data structure and analysis tools used

Authors

• Vincent Tatan - Initial work - Vincent tatan
• Ranon Sim - *Team mate * - Ranon Sim

License

This project is a project started by a programmer. Feel free to use, no licensing is invoked.

Acknowledgments

• Hat tip to anyone whose code was used
• Inspiration
• etc