Through a survey of the most frequently used tools of computational text analysis and an overview of their uses to date across the social sciences and humanities, this article shows how such methods can provide economic and business historians tools to respond to and engage with the ‘narrative turn’ in economics while also building on and offering a macro-level corrective to the focus on narrative in history.