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CityEconomy AI: What Every Neighborhood Spends in the US
The neighborhood spending capture and leakage map that nobody had until now. Modeling and mapping US consumer spending patterns down to the Census Block Group level. Every retailer, restaurateur, and city planner asks the same question — how much do the people in this neighborhood actually spend, and on what? The
Deploying Ground Truthing Sensors in Parks and Trails
A practical guide to site selection and sample sizing for training AI visitation models in urban spaces As urban planners and parks departments increasingly turn to artificial intelligence and big data to understand community mobility, a fundamental truth remains: the digital world must be anchored in physical reality. At CityData.
Somerset County’s Geospatial AI Revolution with CityData
Quantifying Community Vibrancy: How Somerset County Leverages CityEconomy and CityEvents AI for Economic Sovereignty The New Frontier of Municipal Intelligence and Economic Resilience The historical management of municipal economic development has long been constrained by a reliance on static indicators and qualitative anecdotes. For decades, county administrators and economic planners
Bridging the Digital and Physical Worlds with CitySensor
From Pixels to Precision: Perfecting ground truth surveys and elevating urban analytics with Computer Vision AI The Gold Standard of Mobility Intelligence In an era defined by rapid urbanization and the need for resilient civic planning, municipal agencies face a critical mandate: they must deeply understand how people move, interact,