This repository contains code to replicate the analyses of the paper COVID-19 research in Wikipedia
. Pre-print: https://www.biorxiv.org/content/10.1101/2020.05.10.087643v3.
To create the required datasets, and in particular to get Dimensions and Altmetric data, see this repository instead.
We consider publications from the following sources:
A dataframe containing these publications is provided.
- Notebook_1_startup descriptive exploration.
- Notebook_2_topic_modelling Topic models.
- Notebook_3_specter SPECTER embeddings and clustering.
- Notebook_4_citation_network bibliographic coupling network clustering.
- Notebook_5_regression regression analyses.
@article {Colavizza2020,
author = {Colavizza, Giovanni},
title = {COVID-19 research in Wikipedia},
elocation-id = {2020.05.10.087643},
year = {2020},
doi = {10.1101/2020.05.10.087643},
publisher = {Cold Spring Harbor Laboratory},
URL = {https://www.biorxiv.org/content/early/2020/05/12/2020.05.10.087643},
eprint = {https://www.biorxiv.org/content/early/2020/05/12/2020.05.10.087643.full.pdf},
journal = {bioRxiv}
}