Since I would like to study AI methods and their application in Climate change mitigation and adaptation, for this coursework, I tried to analyze relevant papers and their authors as social networks.
pip install -r requirements.txt
After preparing the environment, please start the jupyter notebook sna-ai-climate-change-papers.ipynb and follow the code steps.
To run the data collection step in the notebook, you need to add your own SerpApi token, but you can skip the step and work on the downloaded data in the data/ folder.
Data preprocessing, cleaning, and analysis code was written from scratch by me.
Core of the Social network analysis code was taken from this project by Julia Wu, as used by me on a similar coursework.