Street network sprawl describes a trend for less connected street networks, which play a large role shaping economic, social and environmental outcomes of urban areas. A higher sprawl reduces the effectivity of public transportation, making any form of transport (other than via motor vehicle) increasingly difficult. This paper simplifies geographic representation of street networks, creating a global dataset that can be used to inform policy to improve urban development and ultimately shape the formation of urban cities.