Nowcasting Gentrification Using Airbnb Data

1 code implementation • 15 Jan 2021 • Shomik Jain, Davide Proserpio, Giovanni Quattrone, Daniele Quercia

This work shows that Airbnb data can be used to quantify and track neighborhood changes.

Studying Product Competition Using Representation Learning

no code implementations • 21 May 2020 • Fanglin Chen, Xiao Liu, Davide Proserpio, Isamar Troncoso, Feiyu Xiong

We show that, compared with state-of-the-art models, our approach is faster, and can produce more accurate demand forecasts and price elasticities.

Causal Inference Decision Making +1