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The increased social media attention to scholarly articles has resulted inefforts to create platforms & services to track and measure the social mediatransactions around scholarly articles in different social platforms (such asTwitter, Blog, Facebook) and academic social networks (such as Mendeley,Academia and ResearchGate). Altmetric.com and PlumX are two popular aggregatorsthat track social media activity around scholarly articles from a variety ofsocial platforms and provide the coverage and transaction data to researchersfor various purposes. However, some previous studies have shown that the socialmedia data captured by the two aggregators have differences in terms ofcoverage and magnitude of mentions. This paper aims to revisit the question bydoing a large-scale analysis of social media mentions of a data sample of1,785,149 publication records (drawn from multiple disciplines, demographies,publishers). Results obtained show that PlumX tracks more wide sources and morearticles as compared to Altmetric.com. However, the coverage and averagementions of the two aggregators vary across different social media platforms,with Altmetric.com recording higher mentions in Twitter and Blog, and PlumXrecording higher mentions in Facebook and Mendeley, for the same set ofarticles. The coverage and average mentions captured by the two aggregatorsacross different document types, disciplines and publishers is also analyzed.

A large-scale comparison of social media coverage and mentions captured by the two altmetric aggregators- Altmetric.com and PlumX