is an open source platform for live monitoring of innovation activity in arXiv pre-prints, which are predominantly physical, computational and quantitative research disciplines. Underpinning is a data analysis and production system, which orchestrates a stable pipeline of data collection, enrichment and machine learning.
Broad contextually relevant searches are hard to formulate, often requiring complex 'advanced' searches and expert-driven lists of keywords. 's hierarXy search engine helps you see what you're missing by explicitly performing contextual searches, so that you don't get stuck searching for rare gems; whilst the Keyword Factory allows you to expand your technical vocabulary for making more expansive searches.
In recent decades it has become the norm for entirely new industries to arise in just a few years. Traditional means of monitoring industrial and academic activity are relatively slow, and this leads to laggy policy decisions - which means that the full benefits of these industries will not be distributed evenly. As our team continue to publish academic outputs using arXiv data we will integrate these into .