marymlucas / co-authorship-sna

Final Project INFO623 Spring 2021/2022

Co-Authorship Network Analysis Project for INFO623

Jupyter notebooks with code for final project for INFO623 Spring 2021/2022

project_SCOPUS1.ipynb - Part 1: covering EDA and construction and analysis of co-authorship network. project_SCOPUS2.ipynb - Part 2: covering construction and analysis of the network of author-affiliations.

Image folder contains visualizations created using Gephi and CiteSpace.

The dataset files are not provided with this repo but can be reproduced by searching SCOPUS and Web of Science using the query:

"AI AND fairness AND healthcare" OR "AI AND bias AND healthcare"

and searching only the Title, Abstract, or Keywords fields.

Depending on when you perform the search you may likely end up with more results as more papers are published (or fewer if there are retractions).