The People & Vulnerabilities Foundation includes a curated collection of datasets offering a granular view of community and household characteristics, aligned and modeled to evaluate vulnerability to climate risks and environmental stress, as well as eligibility and need for public and disaster assistance. The metrics available in this Data Foundation serve as the critical components for building Resilience Insights.
A complete catalog of key socio-demographic indicators, including, age, education, income, language, race and ethnicity, broadband access and more – available at multiple geographic scales and sourced from federal, state, and commercial data providers
Comprehensive health datasets provide geographic level insights and metrics on medical center and hospital accessibility, chronic diseases, nursing homes, and social vulnerability
Transforming data on poverty and housing characteristics into measures such as: the percentage of the population exposed to environmental pollution, and percentage of households that are at risk of food insufficiency
Specialized vulnerability and eligibility models map economic stress measures, such as food insecurity, and eligibility for major public assistance programs
The People & Vulnerabilities Foundation sources and organizes a complete catalog of regularly updated socio-demographic and community traits metrics from commercial and public federal, state and local data providers
All datasets are rigorously cleaned and aligned across all 160 millions parcels in the UrbanFootprint Base Canvas to power mapping and multidimensional analysis at any scale
We deploy novel machine learning models to model and regularly update sector-specific insights on community vulnerability, economic stress, and household need for public assistance
Resilience Insights intersect specifically curated data metrics and models from the Data Foundations to drive more effective investment prioritization, quantified risk and vulnerability assessments, and optimized site selection and infrastructure investments.
Navigate hazard risk and build resilience with a comprehensive and up-to-date view of climate, community, and market dynamics.
Inform urgent energy grid investments, EV deployment, regulatory compliance, and sustainability initiatives.
Leverage climate, market, and community data to navigate disclosure requirements and understand climate and community risks and opportunities.
Map and measure community vulnerability and eligibility for federal and state assistance and disaster relief.