{ "status": "ECHONAX_NETWORK_RELATIONSHIP_GRAPH_V1", "generated_utc": "2026-06-07T01:24:26.595060+00:00", "nodes": [ { "id": "signal-ai-data-center-electricity-demand", "type": "signal", "label": "Data center electricity demand is becoming an AI infrastructure signal" }, { "id": "signal-housing-affordability-stress", "type": "signal", "label": "Housing affordability remains a pressure signal" }, { "id": "signal-population-growth-outer-edges", "type": "signal", "label": "Population growth is shifting farther from major city centers" }, { "id": "signal-large-counties-domestic-migration-loss", "type": "signal", "label": "Large counties are losing domestic migration share" }, { "id": "signal-energy-grid-pressure-from-digital-growth", "type": "signal", "label": "Electricity systems are becoming central to digital growth" }, { "id": "signal-data-center-growth-outpaces-grid-planning", "type": "signal", "label": "Data center growth is outpacing traditional grid planning" }, { "id": "signal-us-data-centers-drive-electricity-growth", "type": "signal", "label": "U.S. data centers are becoming a major electricity growth driver" }, { "id": "signal-housing-affordability-index-remains-fragile", "type": "signal", "label": "Housing affordability remains fragile even when improving" }, { "id": "signal-domestic-migration-redistributes-population", "type": "signal", "label": "Domestic migration is redistributing population away from the largest counties" }, { "id": "signal-midwest-domestic-migration-recovery", "type": "signal", "label": "Parts of the Midwest are showing domestic migration recovery" }, { "id": "signal-electricity-data-becomes-economic-intelligence", "type": "signal", "label": "Electricity demand is becoming economic intelligence" }, { "id": "signal-labor-market-data-needed-for-ai-impact", "type": "signal", "label": "Labor projections are becoming necessary for reading AI impact" }, { "id": "signal-healthcare-workforce-remains-system-pressure", "type": "signal", "label": "Healthcare workforce demand remains a long-term system pressure" }, { "id": "signal-ai-energy-regulation-emerging", "type": "signal", "label": "AI energy regulation is emerging as a policy signal" }, { "id": "signal-water-use-becomes-data-center-constraint", "type": "signal", "label": "Water use is becoming a data-center constraint" }, { "id": "signal-transmission-buildout-becomes-growth-bottleneck", "type": "signal", "label": "Transmission buildout is becoming a growth bottleneck" }, { "id": "signal-ai-compute-clusters-shape-local-development", "type": "signal", "label": "AI compute clusters are shaping local development" }, { "id": "signal-mortgage-rate-sensitivity-controls-housing-demand", "type": "signal", "label": "Mortgage-rate sensitivity continues to control housing demand" }, { "id": "signal-migration-becomes-housing-demand-engine", "type": "signal", "label": "Migration is becoming a housing-demand engine" }, { "id": "signal-smaller-metros-compete-for-growth", "type": "signal", "label": "Smaller metros are competing for growth" }, { "id": "signal-healthcare-access-links-to-local-labor", "type": "signal", "label": "Healthcare access is increasingly tied to local labor capacity" }, { "id": "signal-education-pipelines-become-workforce-infrastructure", "type": "signal", "label": "Education pipelines are becoming workforce infrastructure" }, { "id": "signal-finance-conditions-reshape-local-decisions", "type": "signal", "label": "Finance conditions are reshaping local decisions" }, { "id": "signal-travel-demand-reflects-city-attractiveness", "type": "signal", "label": "Travel demand reflects city attractiveness" }, { "id": "signal-infrastructure-pressure-becomes-cross-system-signal", "type": "signal", "label": "Infrastructure pressure is becoming a cross-system signal" }, { "id": "signal-ai-job-redesign-reaches-middle-skill-work", "type": "signal", "label": "AI job redesign is reaching middle-skill work" }, { "id": "signal-local-permitting-becomes-housing-supply-lever", "type": "signal", "label": "Local permitting is becoming a housing-supply lever" }, { "id": "signal-grid-connection-queues-delay-energy-transition", "type": "signal", "label": "Grid connection queues are delaying the energy transition" }, { "id": "signal-aging-population-reshapes-local-healthcare-demand", "type": "signal", "label": "Aging populations are reshaping local healthcare demand" }, { "id": "signal-insurance-costs-become-housing-affordability-factor", "type": "signal", "label": "Insurance costs are becoming a housing affordability factor" }, { "id": "signal-water-stress-enters-growth-planning", "type": "signal", "label": "Water stress is entering growth planning" }, { "id": "signal-childcare-access-affects-labor-participation", "type": "signal", "label": "Childcare access affects labor participation" }, { "id": "signal-public-transit-reliability-shapes-city-productivity", "type": "signal", "label": "Public transit reliability shapes city productivity" }, { "id": "signal-school-quality-links-to-housing-demand", "type": "signal", "label": "School quality remains linked to housing demand" }, { "id": "signal-local-tax-base-depends-on-growth-mix", "type": "signal", "label": "Local tax bases depend on the growth mix" }, { "id": "signal-ai-chip-supply-chain-becomes-strategic-infrastructure", "type": "signal", "label": "AI chip supply chains are becoming strategic infrastructure" }, { "id": "signal-warehouse-automation-reshapes-logistics-work", "type": "signal", "label": "Warehouse automation is reshaping logistics work" }, { "id": "signal-climate-insurance-exits-change-housing-risk", "type": "signal", "label": "Climate insurance exits are changing housing risk" }, { "id": "signal-office-to-housing-conversions-become-city-adaptation-tool", "type": "signal", "label": "Office-to-housing conversions are becoming a city adaptation tool" }, { "id": "signal-industrial-policy-reshapes-regional-growth", "type": "signal", "label": "Industrial policy is reshaping regional growth" }, { "id": "signal-battery-storage-becomes-grid-flexibility-signal", "type": "signal", "label": "Battery storage is becoming a grid flexibility signal" }, { "id": "signal-remote-work-reshapes-household-location-choices", "type": "signal", "label": "Remote work is still reshaping household location choices" }, { "id": "signal-community-colleges-become-regional-workforce-engines", "type": "signal", "label": "Community colleges are becoming regional workforce engines" }, { "id": "signal-food-supply-resilience-enters-city-planning", "type": "signal", "label": "Food supply resilience is entering city planning" }, { "id": "signal-childcare-costs-shape-family-location-decisions", "type": "signal", "label": "Childcare costs are shaping family location decisions" }, { "id": "signal-eldercare-demand-becomes-local-infrastructure-pressure", "type": "signal", "label": "Eldercare demand is becoming local infrastructure pressure" }, { "id": "signal-extreme-heat-changes-city-productivity", "type": "signal", "label": "Extreme heat is changing city productivity" }, { "id": "signal-port-capacity-reflects-global-trade-pressure", "type": "signal", "label": "Port capacity reflects global trade pressure" }, { "id": "signal-public-safety-costs-affect-city-budgets", "type": "signal", "label": "Public safety costs are affecting city budgets" }, { "id": "signal-hospital-closures-reveal-regional-healthcare-fragility", "type": "signal", "label": "Hospital closures reveal regional healthcare fragility" }, { "id": "signal-water-infrastructure-aging-becomes-local-risk", "type": "signal", "label": "Aging water infrastructure is becoming a local risk signal" }, { "id": "signal-grid-congestion-slows-clean-energy-growth", "type": "signal", "label": "Grid congestion is slowing clean energy growth" }, { "id": "signal-skilled-trade-shortages-constrain-building-capacity", "type": "signal", "label": "Skilled trade shortages are constraining building capacity" }, { "id": "signal-housing-permit-bottlenecks-shape-affordability", "type": "signal", "label": "Housing permit bottlenecks are shaping affordability" }, { "id": "signal-population-aging-reshapes-local-service-demand", "type": "signal", "label": "Population aging is reshaping local service demand" }, { "id": "signal-ev-charging-deployment-reveals-infrastructure-readiness", "type": "signal", "label": "EV charging deployment reveals infrastructure readiness" }, { "id": "signal-freight-rail-capacity-affects-regional-supply-chains", "type": "signal", "label": "Freight rail capacity affects regional supply chains" }, { "id": "signal-municipal-debt-pressure-changes-city-investment", "type": "signal", "label": "Municipal debt pressure is changing city investment choices" }, { "id": "signal-domestic-manufacturing-reshoring-changes-regional-jobs", "type": "signal", "label": "Domestic manufacturing reshoring is changing regional jobs" }, { "id": "signal-air-quality-burden-remains-health-and-housing-factor", "type": "signal", "label": "Air quality burden remains a health and housing factor" }, { "id": "signal-regional-physician-shortages-reveal-healthcare-access-gaps", "type": "signal", "label": "Regional physician shortages reveal healthcare access gaps" }, { "id": "signal-cybersecurity-labor-demand-rises-with-digital-infrastructure", "type": "signal", "label": "Cybersecurity labor demand is rising with digital infrastructure" }, { "id": "signal-transit-ridership-recovery-shapes-downtown-futures", "type": "signal", "label": "Transit ridership recovery is shaping downtown futures" }, { "id": "signal-flood-mitigation-investment-becomes-housing-market-signal", "type": "signal", "label": "Flood mitigation investment is becoming a housing market signal" }, { "id": "signal-school-enrollment-decline-reveals-demographic-change", "type": "signal", "label": "School enrollment decline reveals demographic change" }, { "id": "signal-ai-power-demand-acceleration", "type": "signal", "label": "AI power demand acceleration" }, { "id": "signal-housing-insurance-pressure", "type": "signal", "label": "Housing insurance pressure" }, { "id": "signal-grid-capacity-bottlenecks", "type": "signal", "label": "Grid capacity bottlenecks" }, { "id": "signal-regional-healthcare-access-gaps", "type": "signal", "label": "Regional healthcare access gaps" }, { "id": "signal-industrial-reshoring-clusters", "type": "signal", "label": "Industrial reshoring clusters" }, { "id": "signal-water-stress-is-becoming-a-regional-growth-constraint", "type": "signal", "label": "Water stress is becoming a regional growth constraint" }, { "id": "signal-electricity-interconnection-queues-are-delaying-infrastructure-growth", "type": "signal", "label": "Electricity interconnection queues are delaying infrastructure growth" }, { "id": "signal-local-tax-bases-are-becoming-a-city-resilience-signal", "type": "signal", "label": "Local tax bases are becoming a city resilience signal" }, { "id": "signal-workforce-shortages-are-becoming-infrastructure-constraints", "type": "signal", "label": "Workforce shortages are becoming infrastructure constraints" }, { "id": "signal-heat-exposure-is-becoming-a-household-location-factor", "type": "signal", "label": "Heat exposure is becoming a household location factor" }, { "id": "signal-data-center-demand-is-changing-local-electricity-planning", "type": "signal", "label": "Data center demand is changing local electricity planning" }, { "id": "signal-insurance-costs-are-changing-housing-market-behavior", "type": "signal", "label": "Insurance costs are changing housing market behavior" }, { "id": "signal-local-workforce-shortages-are-slowing-infrastructure-delivery", "type": "signal", "label": "Local workforce shortages are slowing infrastructure delivery" }, { "id": "signal-fred-economic-data-is-approved-for-living-world-acquisition", "type": "signal", "label": "FRED Economic Data is approved for living world acquisition" }, { "id": "signal-u-s-census-data-is-approved-for-living-world-acquisition", "type": "signal", "label": "U.S. Census Data is approved for living world acquisition" }, { "id": "signal-u-s-energy-information-administration-is-approved-for-living-world-acquisition", "type": "signal", "label": "U.S. Energy Information Administration is approved for living world acquisition" }, { "id": "signal-bureau-of-labor-statistics-is-approved-for-living-world-acquisition", "type": "signal", "label": "Bureau of Labor Statistics is approved for living world acquisition" }, { "id": "signal-nih-research-and-health-information-is-approved-for-living-world-acquisition", "type": "signal", "label": "NIH Research and Health Information is approved for living world acquisition" }, { "id": "signal-arxiv-ai-research-is-approved-for-living-world-acquisition", "type": "signal", "label": "arXiv AI Research is approved for living world acquisition" }, { "id": "signal-federal-register-is-approved-for-living-world-acquisition", "type": "signal", "label": "Federal Register is approved for living world acquisition" }, { "id": "signal-noaa-climate-and-weather-data-is-approved-for-living-world-acquisition", "type": "signal", "label": "NOAA Climate and Weather Data is approved for living world acquisition" }, { "id": "question-ai-energy-demand", "type": "question", "label": "What happens when AI growth becomes an electricity planning problem?" }, { "id": "question-housing-affordability-system", "type": "question", "label": "Which forces are keeping housing affordability under pressure?" }, { "id": "question-city-edge-growth", "type": "question", "label": "What does population growth farther from city centers reveal about future cities?" }, { "id": "question-migration-county-shifts", "type": "question", "label": "Why are large counties losing domestic migration while smaller counties gain?" }, { "id": "question-grid-digital-growth", "type": "question", "label": "How does grid capacity shape the future of AI, cities, and industry?" }, { "id": "question-data-center-grid-planning", "type": "question", "label": "Can grid planning keep up with data center growth?" }, { "id": "question-us-electricity-growth-ai", "type": "question", "label": "How much of future U.S. electricity growth will be shaped by AI infrastructure?" }, { "id": "question-housing-fragile-affordability", "type": "question", "label": "Why does housing affordability remain fragile even when the index improves?" }, { "id": "question-domestic-migration-redistribution", "type": "question", "label": "What happens when population growth shifts away from the largest counties?" }, { "id": "question-midwest-migration-recovery", "type": "question", "label": "Are parts of the Midwest becoming more competitive for domestic migration?" }, { "id": "question-electricity-as-economic-signal", "type": "question", "label": "What can electricity demand reveal about economic change?" }, { "id": "question-ai-labor-baseline", "type": "question", "label": "Which labor baselines are needed to measure AI impact?" }, { "id": "question-healthcare-workforce-pressure", "type": "question", "label": "How does healthcare workforce pressure shape local economies?" }, { "id": "question-ai-energy-policy", "type": "question", "label": "When does AI infrastructure become an energy policy problem?" }, { "id": "question-data-center-water-constraint", "type": "question", "label": "Where will water constraints limit data center expansion?" }, { "id": "question-transmission-growth-bottleneck", "type": "question", "label": "Where is transmission capacity becoming a bottleneck for growth?" }, { "id": "question-ai-compute-local-development", "type": "question", "label": "How do AI compute clusters reshape local development?" }, { "id": "question-mortgage-rate-housing-demand", "type": "question", "label": "How much does mortgage-rate sensitivity control housing demand?" }, { "id": "question-migration-housing-demand", "type": "question", "label": "Where is migration becoming the main engine of housing demand?" }, { "id": "question-smaller-metro-growth", "type": "question", "label": "Which smaller metros are becoming more competitive for growth?" }, { "id": "question-healthcare-local-labor", "type": "question", "label": "How does healthcare labor capacity shape local quality of life?" }, { "id": "question-education-workforce-infrastructure", "type": "question", "label": "When does education become workforce infrastructure?" }, { "id": "question-finance-local-decisions", "type": "question", "label": "How are finance conditions reshaping local decisions?" }, { "id": "question-travel-city-attractiveness", "type": "question", "label": "What does travel demand reveal about city attractiveness?" }, { "id": "question-cross-system-infrastructure-pressure", "type": "question", "label": "Which infrastructure pressures reveal where growth may stall?" }, { "id": "question-ai-middle-skill-job-redesign", "type": "question", "label": "Which middle-skill jobs are being redesigned by AI first?" }, { "id": "question-local-permitting-housing-supply", "type": "question", "label": "Where is local permitting limiting housing supply?" }, { "id": "question-grid-queues-energy-transition", "type": "question", "label": "How much are grid connection queues slowing energy transition projects?" }, { "id": "question-aging-healthcare-demand", "type": "question", "label": "Where are aging populations creating the strongest healthcare demand?" }, { "id": "question-insurance-housing-affordability", "type": "question", "label": "Where are insurance costs becoming a major housing affordability factor?" }, { "id": "question-water-stress-growth-planning", "type": "question", "label": "Where is water stress beginning to limit growth planning?" }, { "id": "question-childcare-labor-participation", "type": "question", "label": "How does childcare access affect local labor participation?" }, { "id": "question-transit-city-productivity", "type": "question", "label": "How does transit reliability shape city productivity?" }, { "id": "question-school-quality-housing-demand", "type": "question", "label": "How does school quality influence housing demand?" }, { "id": "question-local-tax-base-growth-mix", "type": "question", "label": "Which growth mixes strengthen or weaken local tax bases?" }, { "id": "question-ai-chip-supply-chain-strategy", "type": "question", "label": "Where do AI chip supply chains become strategic infrastructure?" }, { "id": "question-warehouse-automation-logistics-jobs", "type": "question", "label": "How is warehouse automation reshaping logistics work and regional productivity?" }, { "id": "question-climate-insurance-housing-risk", "type": "question", "label": "Where are insurance exits changing housing risk and development viability?" }, { "id": "question-office-conversions-city-adaptation", "type": "question", "label": "When do office-to-housing conversions become a serious city adaptation tool?" }, { "id": "question-industrial-policy-regional-growth", "type": "question", "label": "Which regions gain the most when industrial policy redirects investment?" }, { "id": "question-battery-storage-grid-flexibility", "type": "question", "label": "How much can battery storage improve grid flexibility and local energy resilience?" }, { "id": "question-remote-work-household-location", "type": "question", "label": "How is remote work still reshaping household location choices?" }, { "id": "question-community-colleges-workforce-engines", "type": "question", "label": "When do community colleges become regional workforce engines?" }, { "id": "question-food-resilience-city-planning", "type": "question", "label": "Where is food supply resilience becoming part of city planning?" }, { "id": "question-childcare-cost-family-location", "type": "question", "label": "How do childcare costs shape family location and labor decisions?" }, { "id": "question-eldercare-local-infrastructure", "type": "question", "label": "Where is eldercare demand becoming local infrastructure pressure?" }, { "id": "question-extreme-heat-city-productivity", "type": "question", "label": "How does extreme heat change city productivity and local health risk?" }, { "id": "question-port-capacity-trade-pressure", "type": "question", "label": "What does port capacity reveal about global trade pressure?" }, { "id": "question-public-safety-city-budgets", "type": "question", "label": "How are public safety costs reshaping city budgets and fiscal tradeoffs?" }, { "id": "question-hospital-closures-healthcare-fragility", "type": "question", "label": "Where do hospital closures reveal regional healthcare fragility?" }, { "id": "question-water-infrastructure-local-risk", "type": "question", "label": "Where is aging water infrastructure becoming a local risk signal?" }, { "id": "question-grid-congestion-clean-energy-growth", "type": "question", "label": "How is grid congestion slowing clean energy growth and regional development?" }, { "id": "question-skilled-trade-shortages-building-capacity", "type": "question", "label": "How do skilled trade shortages constrain housing and infrastructure capacity?" }, { "id": "question-housing-permit-bottlenecks-affordability", "type": "question", "label": "Where are housing permit bottlenecks shaping affordability?" }, { "id": "question-population-aging-local-service-demand", "type": "question", "label": "How is population aging reshaping local service demand?" }, { "id": "question-ev-charging-infrastructure-readiness", "type": "question", "label": "What does EV charging deployment reveal about infrastructure readiness?" }, { "id": "question-freight-rail-regional-supply-chains", "type": "question", "label": "How does freight rail capacity affect regional supply chains?" }, { "id": "question-municipal-debt-city-investment", "type": "question", "label": "How is municipal debt pressure changing city investment choices?" }, { "id": "question-domestic-manufacturing-regional-jobs", "type": "question", "label": "Where is domestic manufacturing reshoring changing regional jobs?" }, { "id": "question-air-quality-health-housing", "type": "question", "label": "How does air quality burden affect health and housing outcomes?" }, { "id": "question-regional-physician-shortages-healthcare-access", "type": "question", "label": "Where do regional physician shortages reveal healthcare access gaps?" }, { "id": "question-cybersecurity-labor-digital-infrastructure", "type": "question", "label": "Why is cybersecurity labor demand rising with digital infrastructure?" }, { "id": "question-transit-ridership-downtown-futures", "type": "question", "label": "How is transit ridership recovery shaping downtown futures?" }, { "id": "question-flood-mitigation-housing-market", "type": "question", "label": "Where is flood mitigation investment becoming a housing market signal?" }, { "id": "question-school-enrollment-demographic-change", "type": "question", "label": "What does school enrollment decline reveal about demographic change?" }, { "id": "question-ai-power-demand-acceleration", "type": "question", "label": "How does ai power demand acceleration change the systems people live inside?" }, { "id": "question-housing-insurance-pressure", "type": "question", "label": "How does housing insurance pressure change the systems people live inside?" }, { "id": "question-grid-capacity-bottlenecks", "type": "question", "label": "How does grid capacity bottlenecks change the systems people live inside?" }, { "id": "question-regional-healthcare-access-gaps", "type": "question", "label": "How does regional healthcare access gaps change the systems people live inside?" }, { "id": "question-industrial-reshoring-clusters", "type": "question", "label": "How does industrial reshoring clusters change the systems people live inside?" }, { "id": "question-water-stress-is-becoming-a-regional-growth-constraint", "type": "question", "label": "How does water stress is becoming a regional growth constraint change the systems people live inside?" }, { "id": "question-electricity-interconnection-queues-are-delaying-infrastructure-growth", "type": "question", "label": "How does electricity interconnection queues are delaying infrastructure growth change the systems people live inside?" }, { "id": "question-local-tax-bases-are-becoming-a-city-resilience-signal", "type": "question", "label": "How does local tax bases are becoming a city resilience signal change the systems people live inside?" }, { "id": "question-workforce-shortages-are-becoming-infrastructure-constraints", "type": "question", "label": "How does workforce shortages are becoming infrastructure constraints change the systems people live inside?" }, { "id": "question-heat-exposure-is-becoming-a-household-location-factor", "type": "question", "label": "How does heat exposure is becoming a household location factor change the systems people live inside?" }, { "id": "question-data-center-demand-is-changing-local-electricity-planning", "type": "question", "label": "How does data center demand is changing local electricity planning change the systems people live inside?" }, { "id": "question-insurance-costs-are-changing-housing-market-behavior", "type": "question", "label": "How does insurance costs are changing housing market behavior change the systems people live inside?" }, { "id": "question-local-workforce-shortages-are-slowing-infrastructure-delivery", "type": "question", "label": "How does local workforce shortages are slowing infrastructure delivery change the systems people live inside?" }, { "id": "question-fred-economic-data-is-approved-for-living-world-acquisition", "type": "question", "label": "How does fred economic data is approved for living world acquisition change the systems people live inside?" }, { "id": "question-u-s-census-data-is-approved-for-living-world-acquisition", "type": "question", "label": "How does u.s. census data is approved for living world acquisition change the systems people live inside?" }, { "id": "question-u-s-energy-information-administration-is-approved-for-living-world-acquisition", "type": "question", "label": "How does u.s. energy information administration is approved for living world acquisition change the systems people live inside?" }, { "id": "question-bureau-of-labor-statistics-is-approved-for-living-world-acquisition", "type": "question", "label": "How does bureau of labor statistics is approved for living world acquisition change the systems people live inside?" }, { "id": "question-nih-research-and-health-information-is-approved-for-living-world-acquisition", "type": "question", "label": "How does nih research and health information is approved for living world acquisition change the systems people live inside?" }, { "id": "question-arxiv-ai-research-is-approved-for-living-world-acquisition", "type": "question", "label": "How does arxiv ai research is approved for living world acquisition change the systems people live inside?" }, { "id": "question-federal-register-is-approved-for-living-world-acquisition", "type": "question", "label": "How does federal register is approved for living world acquisition change the systems people live inside?" }, { "id": "question-noaa-climate-and-weather-data-is-approved-for-living-world-acquisition", "type": "question", "label": "How does noaa climate and weather data is approved for living world acquisition change the systems people live inside?" }, { "id": "ecosystem-ai", "type": "ecosystem", "label": "AI" }, { "id": "ecosystem-cities", "type": "ecosystem", "label": "Cities" }, { "id": "ecosystem-climate", "type": "ecosystem", "label": "Climate" }, { "id": "ecosystem-demographics", "type": "ecosystem", "label": "Demographics" }, { "id": "ecosystem-education", "type": "ecosystem", "label": "Education" }, { "id": "ecosystem-energy", "type": "ecosystem", "label": "Energy" }, { "id": "ecosystem-families", "type": "ecosystem", "label": "Families" }, { "id": "ecosystem-finance", "type": "ecosystem", "label": "Finance" }, { "id": "ecosystem-healthcare", "type": "ecosystem", "label": "Healthcare" }, { "id": "ecosystem-housing", "type": "ecosystem", "label": "Housing" }, { "id": "ecosystem-infrastructure", "type": "ecosystem", "label": "Infrastructure" }, { "id": "ecosystem-jobs", "type": "ecosystem", "label": "Jobs" }, { "id": "ecosystem-migration", "type": "ecosystem", "label": "Migration" }, { "id": "ecosystem-policy", "type": "ecosystem", "label": "Policy" }, { "id": "ecosystem-transportation", "type": "ecosystem", "label": "Transportation" }, { "id": "ecosystem-travel", "type": "ecosystem", "label": "Travel" }, { "id": "ecosystem-water", "type": "ecosystem", "label": "Water" }, { "id": "daily-intelligence", "type": "daily", "label": "Daily Intelligence" } ], "edges": [ { "from": "signal-ai-data-center-electricity-demand", "to": "ecosystem-ai", "type": "signal_to_ecosystem" }, { "from": "signal-ai-data-center-electricity-demand", "to": "ecosystem-energy", "type": "signal_to_ecosystem" }, { "from": "signal-ai-data-center-electricity-demand", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-housing-affordability-stress", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-housing-affordability-stress", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-housing-affordability-stress", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-population-growth-outer-edges", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-population-growth-outer-edges", "to": "ecosystem-migration", "type": "signal_to_ecosystem" }, { "from": "signal-population-growth-outer-edges", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-large-counties-domestic-migration-loss", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-large-counties-domestic-migration-loss", "to": "ecosystem-migration", "type": "signal_to_ecosystem" }, { "from": "signal-large-counties-domestic-migration-loss", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-energy-grid-pressure-from-digital-growth", "to": "ecosystem-energy", "type": "signal_to_ecosystem" }, { "from": "signal-energy-grid-pressure-from-digital-growth", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-energy-grid-pressure-from-digital-growth", "to": "ecosystem-ai", "type": "signal_to_ecosystem" }, { "from": "signal-data-center-growth-outpaces-grid-planning", "to": "ecosystem-ai", "type": "signal_to_ecosystem" }, { "from": "signal-data-center-growth-outpaces-grid-planning", "to": "ecosystem-energy", "type": "signal_to_ecosystem" }, { "from": "signal-data-center-growth-outpaces-grid-planning", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-us-data-centers-drive-electricity-growth", "to": "ecosystem-ai", "type": "signal_to_ecosystem" }, { "from": "signal-us-data-centers-drive-electricity-growth", "to": "ecosystem-energy", "type": "signal_to_ecosystem" }, { "from": "signal-us-data-centers-drive-electricity-growth", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-housing-affordability-index-remains-fragile", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-housing-affordability-index-remains-fragile", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-housing-affordability-index-remains-fragile", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-domestic-migration-redistributes-population", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-domestic-migration-redistributes-population", "to": "ecosystem-migration", "type": "signal_to_ecosystem" }, { "from": "signal-domestic-migration-redistributes-population", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-midwest-domestic-migration-recovery", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-midwest-domestic-migration-recovery", "to": "ecosystem-migration", "type": "signal_to_ecosystem" }, { "from": "signal-midwest-domestic-migration-recovery", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-electricity-data-becomes-economic-intelligence", "to": "ecosystem-energy", "type": "signal_to_ecosystem" }, { "from": "signal-electricity-data-becomes-economic-intelligence", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-electricity-data-becomes-economic-intelligence", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-labor-market-data-needed-for-ai-impact", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-labor-market-data-needed-for-ai-impact", "to": "ecosystem-ai", "type": "signal_to_ecosystem" }, { "from": "signal-labor-market-data-needed-for-ai-impact", "to": "ecosystem-education", "type": "signal_to_ecosystem" }, { "from": "signal-healthcare-workforce-remains-system-pressure", "to": "ecosystem-healthcare", "type": "signal_to_ecosystem" }, { "from": "signal-healthcare-workforce-remains-system-pressure", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-healthcare-workforce-remains-system-pressure", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-ai-energy-regulation-emerging", "to": "ecosystem-ai", "type": "signal_to_ecosystem" }, { "from": "signal-ai-energy-regulation-emerging", "to": "ecosystem-energy", "type": "signal_to_ecosystem" }, { "from": "signal-ai-energy-regulation-emerging", "to": "ecosystem-policy", "type": "signal_to_ecosystem" }, { "from": "signal-water-use-becomes-data-center-constraint", "to": "ecosystem-ai", "type": "signal_to_ecosystem" }, { "from": "signal-water-use-becomes-data-center-constraint", "to": "ecosystem-energy", "type": "signal_to_ecosystem" }, { "from": "signal-water-use-becomes-data-center-constraint", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-transmission-buildout-becomes-growth-bottleneck", "to": "ecosystem-energy", "type": "signal_to_ecosystem" }, { "from": "signal-transmission-buildout-becomes-growth-bottleneck", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-transmission-buildout-becomes-growth-bottleneck", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-ai-compute-clusters-shape-local-development", "to": "ecosystem-ai", "type": "signal_to_ecosystem" }, { "from": "signal-ai-compute-clusters-shape-local-development", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-ai-compute-clusters-shape-local-development", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-mortgage-rate-sensitivity-controls-housing-demand", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-mortgage-rate-sensitivity-controls-housing-demand", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-mortgage-rate-sensitivity-controls-housing-demand", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-migration-becomes-housing-demand-engine", "to": "ecosystem-migration", "type": "signal_to_ecosystem" }, { "from": "signal-migration-becomes-housing-demand-engine", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-migration-becomes-housing-demand-engine", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-smaller-metros-compete-for-growth", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-smaller-metros-compete-for-growth", "to": "ecosystem-migration", "type": "signal_to_ecosystem" }, { "from": "signal-smaller-metros-compete-for-growth", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-healthcare-access-links-to-local-labor", "to": "ecosystem-healthcare", "type": "signal_to_ecosystem" }, { "from": "signal-healthcare-access-links-to-local-labor", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-healthcare-access-links-to-local-labor", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-education-pipelines-become-workforce-infrastructure", "to": "ecosystem-education", "type": "signal_to_ecosystem" }, { "from": "signal-education-pipelines-become-workforce-infrastructure", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-education-pipelines-become-workforce-infrastructure", "to": "ecosystem-ai", "type": "signal_to_ecosystem" }, { "from": "signal-finance-conditions-reshape-local-decisions", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-finance-conditions-reshape-local-decisions", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-finance-conditions-reshape-local-decisions", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-travel-demand-reflects-city-attractiveness", "to": "ecosystem-travel", "type": "signal_to_ecosystem" }, { "from": "signal-travel-demand-reflects-city-attractiveness", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-travel-demand-reflects-city-attractiveness", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-infrastructure-pressure-becomes-cross-system-signal", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-infrastructure-pressure-becomes-cross-system-signal", "to": "ecosystem-energy", "type": "signal_to_ecosystem" }, { "from": "signal-infrastructure-pressure-becomes-cross-system-signal", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-ai-job-redesign-reaches-middle-skill-work", "to": "ecosystem-ai", "type": "signal_to_ecosystem" }, { "from": "signal-ai-job-redesign-reaches-middle-skill-work", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-ai-job-redesign-reaches-middle-skill-work", "to": "ecosystem-education", "type": "signal_to_ecosystem" }, { "from": "signal-local-permitting-becomes-housing-supply-lever", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-local-permitting-becomes-housing-supply-lever", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-local-permitting-becomes-housing-supply-lever", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-grid-connection-queues-delay-energy-transition", "to": "ecosystem-energy", "type": "signal_to_ecosystem" }, { "from": "signal-grid-connection-queues-delay-energy-transition", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-grid-connection-queues-delay-energy-transition", "to": "ecosystem-climate", "type": "signal_to_ecosystem" }, { "from": "signal-aging-population-reshapes-local-healthcare-demand", "to": "ecosystem-healthcare", "type": "signal_to_ecosystem" }, { "from": "signal-aging-population-reshapes-local-healthcare-demand", "to": "ecosystem-demographics", "type": "signal_to_ecosystem" }, { "from": "signal-aging-population-reshapes-local-healthcare-demand", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-insurance-costs-become-housing-affordability-factor", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-insurance-costs-become-housing-affordability-factor", "to": "ecosystem-climate", "type": "signal_to_ecosystem" }, { "from": "signal-insurance-costs-become-housing-affordability-factor", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-water-stress-enters-growth-planning", "to": "ecosystem-water", "type": "signal_to_ecosystem" }, { "from": "signal-water-stress-enters-growth-planning", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-water-stress-enters-growth-planning", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-childcare-access-affects-labor-participation", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-childcare-access-affects-labor-participation", "to": "ecosystem-families", "type": "signal_to_ecosystem" }, { "from": "signal-childcare-access-affects-labor-participation", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-public-transit-reliability-shapes-city-productivity", "to": "ecosystem-transportation", "type": "signal_to_ecosystem" }, { "from": "signal-public-transit-reliability-shapes-city-productivity", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-public-transit-reliability-shapes-city-productivity", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-school-quality-links-to-housing-demand", "to": "ecosystem-education", "type": "signal_to_ecosystem" }, { "from": "signal-school-quality-links-to-housing-demand", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-school-quality-links-to-housing-demand", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-local-tax-base-depends-on-growth-mix", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-local-tax-base-depends-on-growth-mix", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-local-tax-base-depends-on-growth-mix", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-ai-chip-supply-chain-becomes-strategic-infrastructure", "to": "ecosystem-ai", "type": "signal_to_ecosystem" }, { "from": "signal-ai-chip-supply-chain-becomes-strategic-infrastructure", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-ai-chip-supply-chain-becomes-strategic-infrastructure", "to": "ecosystem-policy", "type": "signal_to_ecosystem" }, { "from": "signal-warehouse-automation-reshapes-logistics-work", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-warehouse-automation-reshapes-logistics-work", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-warehouse-automation-reshapes-logistics-work", "to": "ecosystem-ai", "type": "signal_to_ecosystem" }, { "from": "signal-climate-insurance-exits-change-housing-risk", "to": "ecosystem-climate", "type": "signal_to_ecosystem" }, { "from": "signal-climate-insurance-exits-change-housing-risk", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-climate-insurance-exits-change-housing-risk", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-office-to-housing-conversions-become-city-adaptation-tool", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-office-to-housing-conversions-become-city-adaptation-tool", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-office-to-housing-conversions-become-city-adaptation-tool", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-industrial-policy-reshapes-regional-growth", "to": "ecosystem-policy", "type": "signal_to_ecosystem" }, { "from": "signal-industrial-policy-reshapes-regional-growth", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-industrial-policy-reshapes-regional-growth", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-battery-storage-becomes-grid-flexibility-signal", "to": "ecosystem-energy", "type": "signal_to_ecosystem" }, { "from": "signal-battery-storage-becomes-grid-flexibility-signal", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-battery-storage-becomes-grid-flexibility-signal", "to": "ecosystem-climate", "type": "signal_to_ecosystem" }, { "from": "signal-remote-work-reshapes-household-location-choices", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-remote-work-reshapes-household-location-choices", "to": "ecosystem-migration", "type": "signal_to_ecosystem" }, { "from": "signal-remote-work-reshapes-household-location-choices", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-community-colleges-become-regional-workforce-engines", "to": "ecosystem-education", "type": "signal_to_ecosystem" }, { "from": "signal-community-colleges-become-regional-workforce-engines", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-community-colleges-become-regional-workforce-engines", "to": "ecosystem-healthcare", "type": "signal_to_ecosystem" }, { "from": "signal-food-supply-resilience-enters-city-planning", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-food-supply-resilience-enters-city-planning", "to": "ecosystem-climate", "type": "signal_to_ecosystem" }, { "from": "signal-food-supply-resilience-enters-city-planning", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-childcare-costs-shape-family-location-decisions", "to": "ecosystem-families", "type": "signal_to_ecosystem" }, { "from": "signal-childcare-costs-shape-family-location-decisions", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-childcare-costs-shape-family-location-decisions", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-eldercare-demand-becomes-local-infrastructure-pressure", "to": "ecosystem-healthcare", "type": "signal_to_ecosystem" }, { "from": "signal-eldercare-demand-becomes-local-infrastructure-pressure", "to": "ecosystem-demographics", "type": "signal_to_ecosystem" }, { "from": "signal-eldercare-demand-becomes-local-infrastructure-pressure", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-extreme-heat-changes-city-productivity", "to": "ecosystem-climate", "type": "signal_to_ecosystem" }, { "from": "signal-extreme-heat-changes-city-productivity", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-extreme-heat-changes-city-productivity", "to": "ecosystem-healthcare", "type": "signal_to_ecosystem" }, { "from": "signal-port-capacity-reflects-global-trade-pressure", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-port-capacity-reflects-global-trade-pressure", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-port-capacity-reflects-global-trade-pressure", "to": "ecosystem-transportation", "type": "signal_to_ecosystem" }, { "from": "signal-public-safety-costs-affect-city-budgets", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-public-safety-costs-affect-city-budgets", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-public-safety-costs-affect-city-budgets", "to": "ecosystem-policy", "type": "signal_to_ecosystem" }, { "from": "signal-hospital-closures-reveal-regional-healthcare-fragility", "to": "ecosystem-healthcare", "type": "signal_to_ecosystem" }, { "from": "signal-hospital-closures-reveal-regional-healthcare-fragility", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-hospital-closures-reveal-regional-healthcare-fragility", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-water-infrastructure-aging-becomes-local-risk", "to": "ecosystem-water", "type": "signal_to_ecosystem" }, { "from": "signal-water-infrastructure-aging-becomes-local-risk", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-water-infrastructure-aging-becomes-local-risk", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-grid-congestion-slows-clean-energy-growth", "to": "ecosystem-energy", "type": "signal_to_ecosystem" }, { "from": "signal-grid-congestion-slows-clean-energy-growth", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-grid-congestion-slows-clean-energy-growth", "to": "ecosystem-climate", "type": "signal_to_ecosystem" }, { "from": "signal-skilled-trade-shortages-constrain-building-capacity", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-skilled-trade-shortages-constrain-building-capacity", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-skilled-trade-shortages-constrain-building-capacity", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-housing-permit-bottlenecks-shape-affordability", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-housing-permit-bottlenecks-shape-affordability", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-housing-permit-bottlenecks-shape-affordability", "to": "ecosystem-policy", "type": "signal_to_ecosystem" }, { "from": "signal-population-aging-reshapes-local-service-demand", "to": "ecosystem-demographics", "type": "signal_to_ecosystem" }, { "from": "signal-population-aging-reshapes-local-service-demand", "to": "ecosystem-healthcare", "type": "signal_to_ecosystem" }, { "from": "signal-population-aging-reshapes-local-service-demand", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-ev-charging-deployment-reveals-infrastructure-readiness", "to": "ecosystem-transportation", "type": "signal_to_ecosystem" }, { "from": "signal-ev-charging-deployment-reveals-infrastructure-readiness", "to": "ecosystem-energy", "type": "signal_to_ecosystem" }, { "from": "signal-ev-charging-deployment-reveals-infrastructure-readiness", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-freight-rail-capacity-affects-regional-supply-chains", "to": "ecosystem-transportation", "type": "signal_to_ecosystem" }, { "from": "signal-freight-rail-capacity-affects-regional-supply-chains", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-freight-rail-capacity-affects-regional-supply-chains", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-municipal-debt-pressure-changes-city-investment", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-municipal-debt-pressure-changes-city-investment", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-municipal-debt-pressure-changes-city-investment", "to": "ecosystem-policy", "type": "signal_to_ecosystem" }, { "from": "signal-domestic-manufacturing-reshoring-changes-regional-jobs", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-domestic-manufacturing-reshoring-changes-regional-jobs", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-domestic-manufacturing-reshoring-changes-regional-jobs", "to": "ecosystem-policy", "type": "signal_to_ecosystem" }, { "from": "signal-air-quality-burden-remains-health-and-housing-factor", "to": "ecosystem-healthcare", "type": "signal_to_ecosystem" }, { "from": "signal-air-quality-burden-remains-health-and-housing-factor", "to": "ecosystem-climate", "type": "signal_to_ecosystem" }, { "from": "signal-air-quality-burden-remains-health-and-housing-factor", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-regional-physician-shortages-reveal-healthcare-access-gaps", "to": "ecosystem-healthcare", "type": "signal_to_ecosystem" }, { "from": "signal-regional-physician-shortages-reveal-healthcare-access-gaps", "to": "ecosystem-demographics", "type": "signal_to_ecosystem" }, { "from": "signal-regional-physician-shortages-reveal-healthcare-access-gaps", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-cybersecurity-labor-demand-rises-with-digital-infrastructure", "to": "ecosystem-ai", "type": "signal_to_ecosystem" }, { "from": "signal-cybersecurity-labor-demand-rises-with-digital-infrastructure", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-cybersecurity-labor-demand-rises-with-digital-infrastructure", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-transit-ridership-recovery-shapes-downtown-futures", "to": "ecosystem-transportation", "type": "signal_to_ecosystem" }, { "from": "signal-transit-ridership-recovery-shapes-downtown-futures", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-transit-ridership-recovery-shapes-downtown-futures", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-flood-mitigation-investment-becomes-housing-market-signal", "to": "ecosystem-climate", "type": "signal_to_ecosystem" }, { "from": "signal-flood-mitigation-investment-becomes-housing-market-signal", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-flood-mitigation-investment-becomes-housing-market-signal", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-school-enrollment-decline-reveals-demographic-change", "to": "ecosystem-education", "type": "signal_to_ecosystem" }, { "from": "signal-school-enrollment-decline-reveals-demographic-change", "to": "ecosystem-demographics", "type": "signal_to_ecosystem" }, { "from": "signal-school-enrollment-decline-reveals-demographic-change", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-ai-power-demand-acceleration", "to": "ecosystem-ai", "type": "signal_to_ecosystem" }, { "from": "signal-ai-power-demand-acceleration", "to": "ecosystem-energy", "type": "signal_to_ecosystem" }, { "from": "signal-ai-power-demand-acceleration", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-housing-insurance-pressure", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-housing-insurance-pressure", "to": "ecosystem-climate", "type": "signal_to_ecosystem" }, { "from": "signal-housing-insurance-pressure", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-grid-capacity-bottlenecks", "to": "ecosystem-energy", "type": "signal_to_ecosystem" }, { "from": "signal-grid-capacity-bottlenecks", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-grid-capacity-bottlenecks", "to": "ecosystem-policy", "type": "signal_to_ecosystem" }, { "from": "signal-regional-healthcare-access-gaps", "to": "ecosystem-healthcare", "type": "signal_to_ecosystem" }, { "from": "signal-regional-healthcare-access-gaps", "to": "ecosystem-demographics", "type": "signal_to_ecosystem" }, { "from": "signal-regional-healthcare-access-gaps", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-industrial-reshoring-clusters", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-industrial-reshoring-clusters", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-industrial-reshoring-clusters", "to": "ecosystem-policy", "type": "signal_to_ecosystem" }, { "from": "signal-water-stress-is-becoming-a-regional-growth-constraint", "to": "ecosystem-water", "type": "signal_to_ecosystem" }, { "from": "signal-water-stress-is-becoming-a-regional-growth-constraint", "to": "ecosystem-climate", "type": "signal_to_ecosystem" }, { "from": "signal-water-stress-is-becoming-a-regional-growth-constraint", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-electricity-interconnection-queues-are-delaying-infrastructure-growth", "to": "ecosystem-energy", "type": "signal_to_ecosystem" }, { "from": "signal-electricity-interconnection-queues-are-delaying-infrastructure-growth", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-electricity-interconnection-queues-are-delaying-infrastructure-growth", "to": "ecosystem-ai", "type": "signal_to_ecosystem" }, { "from": "signal-local-tax-bases-are-becoming-a-city-resilience-signal", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-local-tax-bases-are-becoming-a-city-resilience-signal", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-local-tax-bases-are-becoming-a-city-resilience-signal", "to": "ecosystem-policy", "type": "signal_to_ecosystem" }, { "from": "signal-workforce-shortages-are-becoming-infrastructure-constraints", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-workforce-shortages-are-becoming-infrastructure-constraints", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-workforce-shortages-are-becoming-infrastructure-constraints", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-heat-exposure-is-becoming-a-household-location-factor", "to": "ecosystem-climate", "type": "signal_to_ecosystem" }, { "from": "signal-heat-exposure-is-becoming-a-household-location-factor", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-heat-exposure-is-becoming-a-household-location-factor", "to": "ecosystem-healthcare", "type": "signal_to_ecosystem" }, { "from": "signal-data-center-demand-is-changing-local-electricity-planning", "to": "ecosystem-ai", "type": "signal_to_ecosystem" }, { "from": "signal-data-center-demand-is-changing-local-electricity-planning", "to": "ecosystem-energy", "type": "signal_to_ecosystem" }, { "from": "signal-data-center-demand-is-changing-local-electricity-planning", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-insurance-costs-are-changing-housing-market-behavior", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-insurance-costs-are-changing-housing-market-behavior", "to": "ecosystem-climate", "type": "signal_to_ecosystem" }, { "from": "signal-insurance-costs-are-changing-housing-market-behavior", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-local-workforce-shortages-are-slowing-infrastructure-delivery", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-local-workforce-shortages-are-slowing-infrastructure-delivery", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-local-workforce-shortages-are-slowing-infrastructure-delivery", "to": "ecosystem-healthcare", "type": "signal_to_ecosystem" }, { "from": "signal-fred-economic-data-is-approved-for-living-world-acquisition", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-fred-economic-data-is-approved-for-living-world-acquisition", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-fred-economic-data-is-approved-for-living-world-acquisition", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-u-s-census-data-is-approved-for-living-world-acquisition", "to": "ecosystem-cities", "type": "signal_to_ecosystem" }, { "from": "signal-u-s-census-data-is-approved-for-living-world-acquisition", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-u-s-census-data-is-approved-for-living-world-acquisition", "to": "ecosystem-demographics", "type": "signal_to_ecosystem" }, { "from": "signal-u-s-energy-information-administration-is-approved-for-living-world-acquisition", "to": "ecosystem-energy", "type": "signal_to_ecosystem" }, { "from": "signal-u-s-energy-information-administration-is-approved-for-living-world-acquisition", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-u-s-energy-information-administration-is-approved-for-living-world-acquisition", "to": "ecosystem-climate", "type": "signal_to_ecosystem" }, { "from": "signal-bureau-of-labor-statistics-is-approved-for-living-world-acquisition", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-bureau-of-labor-statistics-is-approved-for-living-world-acquisition", "to": "ecosystem-healthcare", "type": "signal_to_ecosystem" }, { "from": "signal-bureau-of-labor-statistics-is-approved-for-living-world-acquisition", "to": "ecosystem-education", "type": "signal_to_ecosystem" }, { "from": "signal-nih-research-and-health-information-is-approved-for-living-world-acquisition", "to": "ecosystem-healthcare", "type": "signal_to_ecosystem" }, { "from": "signal-nih-research-and-health-information-is-approved-for-living-world-acquisition", "to": "ecosystem-families", "type": "signal_to_ecosystem" }, { "from": "signal-nih-research-and-health-information-is-approved-for-living-world-acquisition", "to": "ecosystem-demographics", "type": "signal_to_ecosystem" }, { "from": "signal-arxiv-ai-research-is-approved-for-living-world-acquisition", "to": "ecosystem-ai", "type": "signal_to_ecosystem" }, { "from": "signal-arxiv-ai-research-is-approved-for-living-world-acquisition", "to": "ecosystem-education", "type": "signal_to_ecosystem" }, { "from": "signal-arxiv-ai-research-is-approved-for-living-world-acquisition", "to": "ecosystem-jobs", "type": "signal_to_ecosystem" }, { "from": "signal-federal-register-is-approved-for-living-world-acquisition", "to": "ecosystem-policy", "type": "signal_to_ecosystem" }, { "from": "signal-federal-register-is-approved-for-living-world-acquisition", "to": "ecosystem-finance", "type": "signal_to_ecosystem" }, { "from": "signal-federal-register-is-approved-for-living-world-acquisition", "to": "ecosystem-infrastructure", "type": "signal_to_ecosystem" }, { "from": "signal-noaa-climate-and-weather-data-is-approved-for-living-world-acquisition", "to": "ecosystem-climate", "type": "signal_to_ecosystem" }, { "from": "signal-noaa-climate-and-weather-data-is-approved-for-living-world-acquisition", "to": "ecosystem-water", "type": "signal_to_ecosystem" }, { "from": "signal-noaa-climate-and-weather-data-is-approved-for-living-world-acquisition", "to": "ecosystem-housing", "type": "signal_to_ecosystem" }, { "from": "signal-ai-data-center-electricity-demand", "to": "question-ai-energy-demand", "type": "daily_signal_to_question" }, { "from": "daily-intelligence", "to": "signal-ai-data-center-electricity-demand", "type": "daily_to_signal" }, { "from": "daily-intelligence", "to": "question-ai-energy-demand", "type": "daily_to_question" }, { "id": "rel-ai-compute-energy-grid-pressure", "from": "signal-ai-compute-clusters-shape-local-development", "to": "signal-grid-connection-queues-delay-energy-transition", "type": "system_pressure", "summary": "AI compute growth increases electricity demand, making grid connection and transmission limits more important to local development.", "ecosystems": [ "AI", "Energy", "Infrastructure" ], "confidence": 0.86, "source": "9200_RELATIONSHIP_EXPANSION_WAVE1.json" }, { "id": "rel-data-centers-water-growth-planning", "from": "signal-ai-compute-clusters-shape-local-development", "to": "signal-water-stress-enters-growth-planning", "type": "resource_constraint", "summary": "Large compute projects can make water availability part of regional growth and infrastructure planning.", "ecosystems": [ "AI", "Water", "Cities" ], "confidence": 0.82, "source": "9200_RELATIONSHIP_EXPANSION_WAVE1.json" }, { "id": "rel-housing-migration-affordability-loop", "from": "signal-migration-becomes-housing-demand-engine", "to": "signal-mortgage-rate-sensitivity-controls-housing-demand", "type": "demand_feedback_loop", "summary": "Migration increases local demand while mortgage-rate sensitivity determines how much purchasing power households can bring into the market.", "ecosystems": [ "Migration", "Housing", "Finance" ], "confidence": 0.85, "source": "9200_RELATIONSHIP_EXPANSION_WAVE1.json" }, { "id": "rel-insurance-housing-climate-finance", "from": "signal-insurance-costs-become-housing-affordability-factor", "to": "signal-finance-conditions-reshape-local-decisions", "type": "affordability_pressure", "summary": "Insurance costs add another financial layer to housing affordability and local development decisions.", "ecosystems": [ "Housing", "Climate", "Finance" ], "confidence": 0.84, "source": "9200_RELATIONSHIP_EXPANSION_WAVE1.json" }, { "id": "rel-healthcare-aging-labor-capacity", "from": "signal-aging-population-reshapes-local-healthcare-demand", "to": "signal-healthcare-access-links-to-local-labor", "type": "capacity_constraint", "summary": "Aging populations raise healthcare demand while local labor capacity determines whether communities can meet that demand.", "ecosystems": [ "Healthcare", "Demographics", "Jobs" ], "confidence": 0.87, "source": "9200_RELATIONSHIP_EXPANSION_WAVE1.json" }, { "id": "rel-education-ai-workforce-adaptation", "from": "signal-education-pipelines-become-workforce-infrastructure", "to": "signal-ai-job-redesign-reaches-middle-skill-work", "type": "adaptation_pathway", "summary": "As AI redesigns jobs, education pipelines become a key adaptation mechanism for workers and regions.", "ecosystems": [ "Education", "AI", "Jobs" ], "confidence": 0.86, "source": "9200_RELATIONSHIP_EXPANSION_WAVE1.json" }, { "id": "rel-childcare-labor-city-productivity", "from": "signal-childcare-access-affects-labor-participation", "to": "signal-public-transit-reliability-shapes-city-productivity", "type": "labor_access_system", "summary": "Childcare and transit both influence whether people can reliably participate in local labor markets.", "ecosystems": [ "Jobs", "Families", "Transportation" ], "confidence": 0.8, "source": "9200_RELATIONSHIP_EXPANSION_WAVE1.json" }, { "id": "rel-school-quality-housing-migration", "from": "signal-school-quality-links-to-housing-demand", "to": "signal-migration-becomes-housing-demand-engine", "type": "location_choice_driver", "summary": "School access can shape household migration choices and reinforce housing demand in selected communities.", "ecosystems": [ "Education", "Housing", "Migration" ], "confidence": 0.79, "source": "9200_RELATIONSHIP_EXPANSION_WAVE1.json" }, { "id": "rel-transmission-infrastructure-growth-stall", "from": "signal-transmission-buildout-becomes-growth-bottleneck", "to": "signal-infrastructure-pressure-becomes-cross-system-signal", "type": "growth_constraint", "summary": "Transmission limits are one example of infrastructure pressure that can reveal where growth may slow or stall.", "ecosystems": [ "Energy", "Infrastructure", "Cities" ], "confidence": 0.86, "source": "9200_RELATIONSHIP_EXPANSION_WAVE1.json" }, { "id": "rel-local-tax-base-growth-mix-housing", "from": "signal-local-tax-base-depends-on-growth-mix", "to": "signal-local-permitting-becomes-housing-supply-lever", "type": "fiscal_planning_link", "summary": "Local permitting affects housing supply, while the growth mix influences the fiscal strength of the local tax base.", "ecosystems": [ "Finance", "Housing", "Cities" ], "confidence": 0.81, "source": "9200_RELATIONSHIP_EXPANSION_WAVE1.json" }, { "id": "rel-smaller-metros-migration-housing-demand", "from": "signal-smaller-metros-compete-for-growth", "to": "signal-migration-becomes-housing-demand-engine", "type": "regional_shift", "summary": "Smaller metros become more competitive when migration and affordability pressures redirect demand away from larger markets.", "ecosystems": [ "Cities", "Migration", "Housing" ], "confidence": 0.84, "source": "9200_RELATIONSHIP_EXPANSION_WAVE1.json" }, { "id": "rel-travel-demand-city-attractiveness-growth", "from": "signal-travel-demand-reflects-city-attractiveness", "to": "signal-smaller-metros-compete-for-growth", "type": "attention_signal", "summary": "Travel demand can act as an early attention signal for cities and smaller metros gaining cultural or economic relevance.", "ecosystems": [ "Travel", "Cities", "Finance" ], "confidence": 0.76, "source": "9200_RELATIONSHIP_EXPANSION_WAVE1.json" } ], "counts": { "nodes": 190, "edges": 273 }, "integrity": { "checked_utc": "2026-06-07T01:24:26.790834+00:00", "removed_orphan_edges": 0, "passed": true } }