covid-19_wikipedia

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.

Data sources

We consider publications from the following sources:

• CORD19
• Dimensions

A dataframe containing these publications is provided.

Contents

• 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.

How to cite

@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}
}