browndatathon

Work from Brown Datathon 2018 by Jong Ha Lee and Vaibhav Ramamoorthy

File Dictionary

Scripts

spread_table.R - converts original dataset to wide form get_abstracts.py - scrapes research paper abstracts from PubMed sources getAltScore.ipynb - uses AltMetric API to retrieve AltMetric scores for each paper together.R - combines original ratings data, abstract data, and AltMetric data into one table, removes duplicate ratings, and performs regression analyses TextVisual.R - creates plotly visualization of keywords in abstracts

Data

ratings.csv - contains wide form of original ratings data table abstracts.csv - contains results of get_abstracts.py AltScore.csv - contains results of getAltScore.ipynb together_data.csv - contains fully-clean dataset from together.R wordScoreMat.rds - contains keyword scores for TextVisual.R

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