How to run

1. Run pip install -r requirements.txt to install the dependencies.
2. Run 'streamlit run webapp.py' to run the webapp.

About the project

• When search a author name in the webapp, will map to the author id.
• Use GraphSage model to get link prediction of the author with other authors, which is not in previous dataset.
• Use the link prediction result to get the author's co-author score. Get 10 co-authors with the highest score.
• Show the co-authors network graph.