Predicting Startup Survival from Digital Traces: Towards a Procedure for Early Stage Investors

Abstract

We investigate whether digital traces can be used to predict early stage startup survival. \ Based on common survival factors from the entrepreneurship literature, we mined the \ digital footprints of 542 entrepreneurs and their ventures. Using a context