We built an interactive visualization to represent the superstar-collaborator creative links over time.
Goal: Convert textual information of the papers into visualizable vector
From low fidelity to high fidelity
Extract information from PubMed
Academic superstars - Titles, Abstracts, publishing year, Lifetime, Co-authors
Collaborators - Titles, Abstracts, publishing year
Scraped Data
For each superstar, we scraped the following data:
Superstar’s biography
Superstar’s collaborators
Superstar’s paper information (title, abstracts, published year)
Each collaborator’s paper information (same as superstar’s)