Using the web to predict regional trade flows
My SAD 2021 talk
We model and predict interregional trade flows for the UK using the digital traces that interregional trade leaves behind. We scrape open web data containing hyperlinks between commercial websites and apply ML techniques for out-of-sample predictions. Our main hypothesis is that such hyperlinks reflect business and trade relations.