AlphaGeo Data Marketplace

Overview

AlphaGeo’s Data Marketplace is a comprehensive, curated catalog of proprietary geospatial datasets designed to answer critical questions around location dynamism and resilience. From climate risk and adaptation to macroeconomic, demographic, real estate, and socioeconomic indicators, our data enables a wide range of analytical use cases.

The Marketplace also provides direct, modular access to the full library of proprietary datasets that power our core analytics products — from the Climate Risk and Resilience Index to the Location Dynamism Signals. This gives users the flexibility to access specific datasets without needing to subscribe to the full analytics stack.

Data Features

• Update Frequency: Quarterly

• Supported Data Formats: Parquet, GeoPackage

• Query Granularity: Can be downscaled to address-level

• Resolution: Various; refer to our Data Dictionary for more details

Data Themes (Links to Section)

1. Climate Risk

2. Climate Adaptation

3. Climate Financial Impact

4. Demographic Trends

5. Infrastructure Capacity

6. Operating Expenses

7. Macroeconomic

8. Real Estate Market Data

9. Socioeconomic

Climate Risk

Dataset	Bundled or Individual?	Description	Type of Dataset	Geographic Coverage	Date Range
Global Climate Risk And Resilience Index	Bundled	Full access to all Climate Risk and Resilience-adjusted Risk scores, as well as underlying Climate Risk and Climate Adaptation datasets used to drive these metrics	Proprietary Analytics	Global	2005 - 2100
Overall Climate Physical Risk Score	Individual	Global percentile rank of a location for climate physical risk on a scale of 0 - 100. A higher score indicates greater risk.	Proprietary Analytics	Global	2005 - 2100
Overall Climate Resilience-adjusted Risk Score	Individual	Global percentile rank of a location for resilience-adjusted climate risk on a scale of 0 - 100. A higher score indicates greater risk.	Proprietary Analytics	Global	2005 - 2100
Mean Climate Physical Risk Score	Individual	Mean physical climate risk score taking the average of all hazard-specific risk scores (heat stress, inland flooding, coastal flooding, drought, hurricane wind, and wildfire) for a location. A higher score indicates greater risk.	Proprietary Analytics	Global	2005 - 2100
Mean Climate Resilience-adjusted Risk Score	Individual	Mean resilience-adjusted risk score taking the average of all hazard-specific resilience-adjusted risk scores (heat stress, inland flooding, coastal flooding, drought, hurricane wind, and wildfire) for a location. A higher score indicates greater risk.	Proprietary Analytics	Global	2005 - 2100
Climate Physical Risk Score: Heat Stress	Individual	Heat risk score with a scale of 0 - 100. Calculated from Annual Cooling Degree Days (CDD). A higher score indicates greater risk.	Proprietary Analytics	Global	2005 - 2100
Climate Physical Risk Score: Inland Flooding	Individual	Inland flooding risk score, on a scale of 0 - 100. Calculated from annual days with heavy precipitation (PR_DAYS_10MM) and 1000-year riverine flood inundation depth (R_INUN_RP1000). A higher score indicates greater risk.	Proprietary Analytics	Global	2005 - 2100
Climate Physical Risk Score: Coastal Flooding	Individual	Coastal flooding risk score, on a scale of 0 - 100. Calculated from mean sea level rise (SLR_CHG) and coastal inundation levels (C_INUN_RP1000). A higher score indicates greater risk.	Proprietary Analytics	Global	2005 - 2100
Climate Physical Risk Score: Drought	Individual	Drought risk score, on a scale of 0 to 100. Calculated from the increase in the number of dry days (MAX_CONS_DRYDAYS), hot days (HOTDAYS105), and water demand (WS). A higher score indicates greater risk.	Proprietary Analytics	Global	2005 - 2100
Climate Physical Risk Score: Hurricane Wind	Individual	Hurricane wind risk score, on a scale of 0 - 100. Calculated from the annual frequency (HU_AF) of hurricanes. A higher score indicates greater risk.	Proprietary Analytics	Global	2005 - 2100
Climate Physical Risk Score: Wildfire	Individual	Wildfire risk score, on a scale of 0 - 100. Calculated from the increase in hot days (HOTDAYS105) and dry days (MAX_CONS_DRYDAYS) in vegetated areas (AVG_VC). A higher score indicates greater risk.	Proprietary Analytics	Global	2005 - 2100
Resilience-adjusted Risk Score: Heat Stress	Individual	Resilience-adjusted heat risk score, on a scale of 0 to 100. This score incorporates the Urban Heat Island effect, as measured by building density and green coverage in a location, into the HEAT_SCORE. A higher score indicates a greater risk.	Proprietary Analytics	Global	2005 - 2100
Resilience-adjusted Risk Score: Inland Flooding	Individual	Resilience-adjusted inland flooding risk score, on a scale of 0 - 100. Calculated by factoring elements of surface porosity, flood control measures and defense infrastructures to the INLAND_SCORE. A higher score indicates greater risk.	Proprietary Analytics	Global	2005 - 2100
Resilience-adjusted Risk Score: Coastal Flooding	Individual	Resilience-adjusted coastal flooding risk score, on a scale of 0 to 100. This score incorporates elements of coastal flood control measures and defense infrastructures into the COASTAL_SCORE. A higher score indicates a greater risk.	Proprietary Analytics	Global	2005 - 2100
Resilience-adjusted Risk Score: Drought	Individual	Resilience-adjusted drought flooding risk score, on a scale of 0 to 100. This score incorporates the availability and capacity of water works and emergency water supplies into the DROUGHT_SCORE. A higher score signifies a greater risk.	Proprietary Analytics	Global	2005 - 2100
Resilience-adjusted Risk Score: Hurricane Wind	Individual	Resilience-adjusted hurricane wind risk score, on a scale of 0 to 100. This score incorporates the strength of buildings and water control measures in a location into the WIND_SCORE. A higher score denotes a greater risk.	Proprietary Analytics	Global	2005 - 2100
Resilience-adjusted Risk Score: Wildfire	Individual	Resilience-adjusted wildfire score, on a scale of 0 to 100. This score incorporates the effectiveness of fire monitoring and fire defense infrastructure into the FIRE_SCORE. A higher score signifies a greater risk.	Proprietary Analytics	Global	2005 - 2100
Cooling Degree Days	Individual	Annual Cooling Degree Days (CDD), measuring cumulative heat exposure where daily averages exceed 22°C.	Proprietary Derived Dataset	Global	N/A
Number Of Days With Daily Maximum Temperature > 95 Degrees Fahrenheit	Individual	Number of days annually with maximum temperatures exceeding 95°F, indicating the frequency of extreme heat events.	Proprietary Derived Dataset	Global	N/A
Number Of Days With Daily Maximum Temperature > 105 Degrees Fahrenheit	Individual	Number of days annually with maximum temperatures exceeding 105°F, signaling high exposure to extreme heat.	Proprietary Derived Dataset	Global	N/A
Annual Maximum Temperature In Fahrenheit	Individual	Annual maximum temperature (°F), capturing peak recorded heat for the year.	Proprietary Derived Dataset	Global	N/A
Annual Maximum Temperature In Celsius	Individual	Annual maximum temperature (°C), providing a globally standardized heat extreme indicator.	Proprietary Derived Dataset	Global	N/A
Annual Days With Precipitation More Than 10Mm	Individual	Number of days per year with precipitation over 10mm, indicating the frequency of heavy rainfall events.	Proprietary Derived Dataset	Global	N/A
Average Daily Mean Precipitation In Inches	Individual	Average daily mean precipitation in inches, reflecting long-term rainfall patterns.	Proprietary Derived Dataset	Global	N/A
Average Daily Mean Precipitation In Millimeters	Individual	Average daily mean precipitation in millimeters, providing a metric for moisture accumulation.	Proprietary Derived Dataset	Global	N/A
100-Year Riverine Flooding Inundation Depth	Individual	Modeled 100-year riverine flood depth (meters), indicating inundation risk for 1-in-100 year flood events.	Proprietary Derived Dataset	Global	N/A
250-Year Riverine Flooding Inundation Depth	Individual	Modeled 250-year riverine flood depth (meters), reflecting more extreme, lower-probability inland flooding.	Proprietary Derived Dataset	Global	N/A
1000-Year Riverine Flooding Inundation Depth	Individual	Modeled 1000-year riverine flood depth (meters), assessing catastrophic inland flood scenarios.	Proprietary Derived Dataset	Global	N/A
100-Year Coastal Flooding Inundation Depth	Individual	Modeled 100-year coastal flood depth (meters), estimating flood levels during 1-in-100 year coastal events.	Proprietary Derived Dataset	Global	N/A
250-Year Coastal Flooding Inundation Depth	Individual	Modeled 250-year coastal flood depth (meters), reflecting rare but impactful coastal flood scenarios.	Proprietary Derived Dataset	Global	N/A
1000-Year Coastal Flooding Inundation Depth	Individual	Modeled 1000-year coastal flood depth (meters), indicating risk from the most extreme sea-level rise and surge events.	Proprietary Derived Dataset	Global	N/A
Mean Sea Level Change In The Coastal Area Compared To 2015 In Meters	Individual	Projected mean sea level rise since 2015 (meters), indicating long-term exposure for coastal areas.	Proprietary Derived Dataset	Global	N/A
Maximum Number Of Consecutive Dry Days	Individual	Maximum consecutive dry days annually, highlighting prolonged drought conditions.	Proprietary Derived Dataset	Global	N/A
Water Stres	Individual	Water Stress Index (WSI), calculated as total water demand relative to renewable supply. Values above 1 indicate scarcity.	Proprietary Derived Dataset	Global	N/A
Average Maximum Sustained Wind Speed	Individual	Historical average of maximum sustained wind speeds, reflecting a location’s storm intensity exposure.	Proprietary Derived Dataset	Global	N/A
Hurricane Category (Saffir-Simpson Hurricane Wind Scale)	Individual	Hurricane category based on the Saffir-Simpson scale, associated with local wind exposure profiles.	Proprietary Derived Dataset	Global	N/A
Hurricane 100-Year Return Period	Individual	100-year hurricane return period, indicating the likelihood of a major hurricane impacting the area.	Proprietary Derived Dataset	Global	N/A
Average Percentage Burnable Fuel Across Different Vegetation Covers	Individual	Average percentage of burnable vegetation within a 2km radius, used to assess wildfire fuel load.	Proprietary Derived Dataset	Global	N/A

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Climate Adaptation

Dataset	Bundled or Individual?	Description	Type of Dataset	Geographic Coverage	Date Range
Global Adaptation Layer	Bundled	Full access to hazard-specific adaptation scores and all underlying data inputs used to derive resilience metrics (see below)	Proprietary Analytics	Global	N/A
Heat Stress Adaptation	Individual	Hazard-specific adaptation score derived from location-specific physical and infrastructural features, and underlying data features used to derive hazard-specific Adaptation Score	Proprietary Analytics	Global	N/A
Hurricane Adaptation	Individual	Hazard-specific adaptation score derived from location-specific physical and infrastructural features, and underlying data features used to derive hazard-specific Adaptation Score	Proprietary Analytics	Global	N/A
Inland Flooding Adaptation	Individual	Hazard-specific adaptation score derived from location-specific physical and infrastructural features, and underlying data features used to derive hazard-specific Adaptation Score	Proprietary Analytics	Global	N/A
Coastal Flooding Adaptation	Individual	Hazard-specific adaptation score derived from location-specific physical and infrastructural features, and underlying data features used to derive hazard-specific Adaptation Score	Proprietary Analytics	Global	N/A
Drought Adaptation	Individual	Hazard-specific adaptation score derived from location-specific physical and infrastructural features, and underlying data features used to derive hazard-specific Adaptation Score	Proprietary Analytics	Global	N/A
Wildfire Adaptation	Individual	Hazard-specific adaptation score derived from location-specific physical and infrastructural features, and underlying data features used to derive hazard-specific Adaptation Score	Proprietary Analytics	Global	N/A
Urban Building Density Index	Individual	Urban building density index reflecting the concentration of built structures. Higher values indicate increased vulnerability to Urban Heat Island (UHI) effects.	Proprietary Derived Dataset	Global	N/A
Urban Greenery Density Index	Individual	Urban greenery density measuring vegetation coverage in built environments. Higher values help mitigate UHI effects and support microclimate regulation.	Proprietary Derived Dataset	Global	N/A
Surface Porosity Index	Individual	Ratio of porous ground surfaces, such as permeable pavement and soil. Higher values reduce runoff and help manage flash flood risk.	Proprietary Derived Dataset	Global	N/A
Inland Flood Barrier Proximity Index	Individual	Proximity to manmade inland flood barriers, such as dykes and retaining walls. Higher scores indicate stronger local flood protection infrastructure.	Proprietary Derived Dataset	Global	N/A
Inland Flood Storage & Control Infrastructure Index	Individual	Proximity to dedicated flood storage and control systems, including reservoirs and retention basins.	Proprietary Derived Dataset	Global	N/A
Inland Drainage Capacity Index	Individual	Assessment of nearby drainage infrastructure, such as ditches and storm drains. Higher values indicate better drainage capacity and flood mitigation.	Proprietary Derived Dataset	Global	N/A
Nature-Based Inland Flood Protection Index	Individual	Proximity to nature-based flood defense systems, including wetlands and bioswales, which offer sustainable flood control.	Proprietary Derived Dataset	Global	N/A
Coastal Defense Infrastructure Proximity Index	Individual	Proximity to manmade coastal flood defense structures such as seawalls, breakwaters, and groynes. Higher values reflect stronger coastal protection.	Proprietary Derived Dataset	Global	N/A
Natural Coastal Buffer Proximity Index	Individual	Proximity to natural coastal buffers, such as beaches, dunes, reefs, and atolls. Higher values indicate increased resilience to coastal flooding.	Proprietary Derived Dataset	Global	N/A
Coastal Drainage Capacity Index	Individual	Proximity to stormwater drainage systems, including open channels and piped networks, aiding local water runoff management.	Proprietary Derived Dataset	Global	N/A
Coastal Flood Control Infrastructure Index	Individual	Proximity to stormwater and flood control infrastructure like basins, floodgates, and water level monitoring stations.	Proprietary Derived Dataset	Global	N/A
Building Strength Index	Individual	Building material strength index estimating structural resilience. Higher values reflect presence of wind-resistant buildings, such as high-rise concrete structures.	Proprietary Derived Dataset	Global	N/A
Water And Wastewater Facility Proximity Index	Individual	Proximity to water and wastewater treatment or monitoring facilities. Higher values indicate stronger water system infrastructure.	Proprietary Derived Dataset	Global	N/A
Water Storage Infrastructure Index	Individual	Proximity to water collection and storage infrastructure, including reservoirs and tanks, supporting local supply capacity.	Proprietary Derived Dataset	Global	N/A
Emergency Water Distribution Amenity Index	Individual	Proximity to emergency water distribution amenities such as public taps and drinking fountains. Higher values indicate local readiness.	Proprietary Derived Dataset	Global	N/A
Groundwater Well Access Index	Individual	Proximity to underground water wells, a critical freshwater source especially in under-resourced or drought-prone areas.	Proprietary Derived Dataset	Global	N/A
Fire Response Infrastructure Index	Individual	Proximity to firefighting infrastructure, including hydrants and emergency water tanks. Higher values reflect stronger fire response capacity.	Proprietary Derived Dataset	Global	N/A
Fire Prevention Measure Coverage Index	Individual	Presence of fire prevention infrastructure such as forest firebreaks and cutlines designed to halt fire spread.	Proprietary Derived Dataset	Global	N/A
Fire Detection Infrastructure Index	Individual	Presence of fire detection infrastructure such as lookout towers. Higher values indicate improved early-warning capability.	Proprietary Derived Dataset	Global	N/A

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Climate Financial Impact

Dataset	Bundled or Individual?	Description	Type of Dataset	Geographic Coverage	Date Range
Financial Impact Analytics	Bundled	Full access to all Climate Financial Impact metrics and underlying data inputs used to derive these metrics (see below)	Proprietary Analytics	Global	N/A
Climate Insurance Premium Impact - Fire	Individual	Projected annual insurance premium growth rate for fire insurance based on the change in estimated damage due to wildfire in the next 25 years.	Proprietary Analytics	Global	N/A
Climate Insurance Premium Impact - Flood	Individual	Projected annual insurance premium growth rate for flood insurance on the change in estimated damage due to coastal and/or inland flooding and/or hurricane in the next 25 years.	Proprietary Analytics	Global	N/A
Climate Insurance Premium Impact	Individual	Projected total annual insurance premium growth rate for all type of risks (fire, flood, hurricane).	Proprietary Analytics	Global	N/A
Climate Cooling Demand Impact	Individual	Projected annual change in cooling needs based on estimated cooling degree day changes through the next 25 years.	Proprietary Analytics	Global	N/A
Climate Heating Demand Impact	Individual	Projected annual change in heating requirements based on estimated heating degree day changes through the next 25 years.	Proprietary Analytics	Global	N/A
Climate Utility Demand Impact	Individual	Projected annual net change in overall utility consumption, combining cooling and heating demand shifts through the next 25 years	Proprietary Analytics	Global	N/A
Fire Retrofit Expenditure Forecast	Individual	Recommended percentage of income to be set aside for retrofit expenditure based on the likelihood of future fire related hazards.	Proprietary Analytics	Global	N/A
Flood Retrofit Expenditure Forecast	Individual	Recommended percentage of income to be set aside for retrofit expenditure based on the likelihood of future flood and hurricane related hazards.	Proprietary Analytics	Global	N/A
Thermal Retrofit Expenditure Forecast	Individual	Recommended percentage of income to be set aside for retrofit expenditure based on the increase of cooling demand in the future.	Proprietary Analytics	Global	N/A
Climate-Related Retrofit Expenditure Forecast	Individual	Sum of all capex calculations (CAPEX_FIRE, CAPEX_FLOOD, CAPEX_CDD)	Proprietary Analytics	Global	N/A
Climate Discount Rate	Individual	Recommended climate discount rate to be added to the prevailing discount rate. Applicable to assets with a holding period up till 2035.	Proprietary Analytics	Global	N/A

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Demographic Trends

Dataset	Bundled or Individual?	Description	Type of Dataset	Geographic Coverage	Date Range
Population Growth Rate	Individual	Population growth rate at the census tract level. Higher growth suggests rising residential and economic demand.	Proprietary Derived Dataset	USA	2023
U.S. Population Growth Forecast (2050)	Individual	Average land cost per acre at the county level. Lower values reflect higher availability or lower demand.	Proprietary Analytics	USA	2050 Forecast

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Infrastructure Capacity

Dataset	Bundled or Individual?	Description	Type of Dataset	Geographic Coverage	Date Range
Gross Fixed Capital Formation	Individual	Gross Fixed Capital Formation as a share of GDP, measuring investment in infrastructure, machinery, and assets.	Proprietary Derived Dataset	Global	N/A
Highway Endpoint Density	Individual	Number of highway endpoints near a tract, indicating regional road network connectivity.	Proprietary Derived Dataset	USA	2023
Rail Nodes Density	Individual	Density of rail nodes near each tract, reflecting access to rail freight and passenger infrastructure.	Proprietary Derived Dataset	USA	2023
Airport Density	Individual	Number of seaports in proximity, enhancing logistics and trade access.	Proprietary Derived Dataset	USA	2023
Truck Stop Density	Individual	Count of nearby truck stops, indicating regional freight movement support.	Proprietary Derived Dataset	USA	2023
Micro-Grid Capacity	Individual	Total installed capacity of microgrids (kW), contributing to local energy resilience.	Proprietary Derived Dataset	USA	2023
Global Data Centers	Individual	Location of data centers categories by permitted, under construction and operational.	Proprietary Dataset	Global	2025

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Macroeconomic

Dataset	Bundled or Individual?	Description	Type of Dataset	Geographic Coverage	Date Range
Gross National Income	Individual	Downscaled 2022 Gross National Income within a 500m radius using satellite nightlight imagery.	Proprietary Derived Dataset	Global	N/A
Job Growth Rate	Individual	Annual job growth rate at the census tract level, used to gauge local economic momentum.	Proprietary Derived Dataset	USA	2023
Income Growth Rate	Individual	Annual income growth rate at the census tract level, reflecting improving living standards.	Proprietary Derived Dataset	USA	2023
Rent As Percentage Of Income	Individual	Average rental cost as a percentage of per capita income, measuring housing affordability.	Proprietary Derived Dataset	USA	2023
Housing To Income Ratio	Individual	Ratio of median house price to median income, used to assess housing market affordability and demand.	Proprietary Derived Dataset	USA	2023
Unemployment Rate	Individual	Local unemployment rate, where lower rates often signal strong industrial or economic activity.	Proprietary Derived Dataset	USA	2023
Greenfield Investment Tracker	Individual	Cumulative value of new corporate investment by ZIP code since 2022, indicating recent economic growth and locational momentum.	Proprietary Dataset	USA	2022 - 2025

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Operating Expenses

Electricity Rate	Individual	Average electricity price at the state level. Lower rates indicate lower operating costs.	Proprietary Derived Dataset	USA	2023
Energy Generation	Individual	Total state-level energy generation capacity, associated with grid stability and affordability.	Proprietary Derived Dataset	USA	2023
Energy Grid Interruptions	Individual	Average service outage duration based on CAIDI. Lower values indicate higher grid reliability.	Proprietary Derived Dataset	USA	2023
Internet Speed	Individual	Average broadband internet speed, measuring digital infrastructure strength and connectivity.	Proprietary Derived Dataset	USA	2023

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Real Estate Market Data

Dataset	Bundled or Individual?	Description	Type of Dataset	Geographic Coverage	Date Range
Annual Change In Business Establishments	Individual	Net annual change in business establishments, indicating local economic dynamism.	Proprietary Derived Dataset	USA	2023
Amenity And Walkability Index	Individual	Walkability index incorporating access to amenities and commute distance. Higher scores reflect livability.	Proprietary Derived Dataset	USA	2023
Residential Building Permits	Individual	Annual count of residential building permits, signaling housing supply pipeline and development pace.	Proprietary Derived Dataset	USA	2023
Pedestrian And Commuter Traffic	Individual	Human mobility score derived from foot traffic, transit use, and vehicle counts. Higher scores indicate demand.	Proprietary Derived Dataset	USA	2023
Units Planned And Under Construction	Individual	Residential permit issuance rate, correlated with demand for office and retail property.	Proprietary Derived Dataset	USA	2023
Us Federal Privatized Land Dataset	Individual	Presence of federally owned land parcels that may be released for privatization and development.	Proprietary Derived Dataset	USA	2025
Land Costs Per Acre	Individual	Average land cost per acre at the county level. Lower values reflect higher availability or lower demand.	Proprietary Derived Dataset	USA	2023

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Socioeconomic

Dataset	Bundled or Individual?	Description	Type of Dataset	Geographic Coverage	Date Range
Global Share Of Vulnerable Population	Individual	Share of population under 15 or over 65, reflecting dependency ratio and service needs.	Proprietary Derived Dataset	Global	N/A
Human Development Index	Individual	Human Development Index (HDI) score, capturing education, health, and income performance.	Proprietary Derived Dataset	Global	N/A
Education Attainment	Individual	Share of the population with a bachelor’s degree or higher. Higher values correlate with livability and earnings.	Proprietary Derived Dataset	USA	2023
Education Enrollment	Individual	School enrollment rate among population aged 3 and above, used as a proxy for education access.	Proprietary Derived Dataset	USA	2023
Location Health Index	Individual	Health infrastructure and wellness index, based on disease rates, hospital access, and insurance coverage.	Proprietary Derived Dataset	USA	2023
Population Density	Individual	Population density per square km or mile, signaling demand for services and infrastructure.	Proprietary Derived Dataset	USA	2023
Manufacturing/warehouse employment	Individual	Total employment in manufacturing and warehousing sectors within the local market.	Proprietary Derived Dataset	USA	2023
Workforce Population	Individual	Total industrial workforce in the local market, as recorded by the EPA.	Proprietary Derived Dataset	USA	2023
Patents Per Capita	Individual	Patents per capita (2020), used to measure innovation output and technological potential.	Proprietary Derived Dataset	USA	2022

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