We are a London-based economics data company set up by post-doctoral and doctoral researchers from the London School of Economics, the #1-ranked Economic Geography department globally. More about our team here.

Using high-resolution satellite imagery and machine learning, we made the world’s first subnational GDP dataset for Europe and the world. See how it works. This data has been used by MBB consulting firms and multi-billion dollar ride-sharing companies.

If you are a 180 DC consultant, please fill out the form below to request access to our GDP data. Please provide as much details as possible – the more info you provide, the more quickly we’ll be able to respond to your request.

Here are some potential use cases of our data. This list is not exhaustive, so please be imaginative and help us discover new use cases! 

Download a free sample of our data here to familiarize yourself with the fields included.