Dataset Name: srs_geo_scores_state
Group: altdata
Vendor: Spatial Risk Systems
Data Starts at: 2010-01-01 00:00:00
Symbol Set: US Equities
Asset Class: Equity, ADRs, ETFs,Fixed Income,Options,FX,Futures,Crypto,Commodity,Options on Futures
Data Update Frequency: week
Jurisdictional Datasets
Geographic Factors (Census Tract, City, Corporate, etc..)
- srs_geo_scores_state
- srs_geo_scores_city
- srs_geo_scores_county
- srs_geo_scores_postal_code
- srs_geo_scores_cbsa - Core Based Statistical Area
- srs_geo_scores_cd - Congressional District
- srs_geo_scores_ct - Census Tract
- srs_geo_scores_sd - School District
These contain key risk factors and 'KPI' indicators for specific geographies.
You can link Facility Level data to one of these jurisdictional levels to exposed climate and environmental factors
Includes :
- Climate Factors/Expected Annual losses for 18 Natural Disaster Risk Events
- Environment (Toxic Releases, GHG Emissions, Scope I, and Scope II Carbon Costs, Air/Water Quality)
- Socio-Economic Factors (Population, Race, Income, Education, etc..)
Investable Universe:
US Municipal Finance ESG/Sustainable Investing Corporate Fixed Income/Equities Insurance/Reinsuracne Real Estate/Property Development
Dataset Asset Classes:
Equities - Stocks, ADRs, ETFs etc;Fixed Income
Data Update Frequency:
Weekly/Monthly
Date Range
Sample datasets are for one day 2022/10/04
Full Datasets go back to 2010/01/01
About Spatial Risk Systems
SRS is an innovative data and analytics company focused on building a playing field level data base enabling institutions to accurately assess risks and opportunities at the underlying asset locations of their investment, transaction, and operating activities.
Founded by data science leaders from the financial sector, SRS quantifies risk by unifying, standardizing, and analyzing empirical data sources, helping investors to better understand ESG and sustainable investing outcomes, from a facility to a large-scale geographic perspective.
Spatial Risk Systems created and operates a massive cloud-based data management infrastructure hosting hundreds of complex data sets with billions of interconnected data records.
The technical architecture, operations and information governance policies of the SRS data management platform have been established by the team of seasoned industry professionals with combined 100 years of experience designing and operating commercial data products.
Particular attention has been given to ensure content integrity by applying the stringent system of quality controls on each of the steps of data collection, ingest and transformation. The SRS team has implemented sound operational resilience, data access and security practices to ensure integrity and effective performance.
Spatial Risk Systems (SRS) has engineered a massive cloud-based data network connecting and standardizing fact-based spatial-level data sources into a single publishing solution.
Spatial Risk Scores measures and quantifies hundreds of location-specific factors that can have a long-term effect on asset value, environmental impact, operational effectiveness, and social sustainability.
10 Different Spatial Layers:
- Census Tract
- Postal Code
- City
- School District
- County
- Congressional District
- State
- Core-Based Statistical Areas (CBSA)
- Corporate
- Municipal Revenue Authorities
Five Major Data Dimensions:
1) Climate
- 18 Natural Disaster Risks
- Expected Annual Losses (EAL)
- 1.5 million+ Weather Events and Impacts
2) Environmental
- Scope I Carbon Emissions
- Toxic Releases
- Air and Water Quality Measures
3) Socio-Economic
- Community Vulnerability-Related Factors
- Community Resiliency-Related Factors
4) Carbon Emissions/Accounting
- Scope I
- Scope II
- Social Costs of Carbon
5) Facility Location, Function, and Ownership
Scope 1 - direct emissions
Scope 1 (direct) emissions are an immediate product of entity activities such as energy generated by burning fossil or other organic fuels, fuels used for transportation, cement production, etc.
Scope 2 - indirect emissions
Scope 2 emissions (indirect) result from energy consumption, heating and cooling, food preparation, and other needs.
Data Contained in this Dataset
| Column | Type | Description |
|---|---|---|
| _seq | uint | Internal sequence number used to keep data rows in order |
| timestamp | string | Timestamp of the Data (underlying field is nc_publish_date_actual) |
| muts | uint64 | Microseconds Unix Timestamp. An integer representation of a timestamp with microsecond precision that can be compared directly to other timestamps. (underlying field is nc_publish_date_actual) |
| symbol | string | State ID |
| State FIPS | int64 | State FIPS |
| State | string | State |
| Census Tract Count | int64 | Census Tract Count |
| County Count | int64 | County Count |
| Population | int64 | Population |
| EPA Fac Cnt | int64 | EPA Fac Cnt |
| SFS Cnt | int64 | SFS Cnt |
| GHG Metric Tons | int64 | GHG Metric Tons |
| Toxic Release Total | int64 | Toxic Release Total |
| Toxic Release Onsite | int64 | Toxic Release Onsite |
| Toxic Release Offsite | int64 | Toxic Release Offsite |
| Treas Opp Zone Tract | int64 | Treas Opp Zone Tract |
| Low Inc Hsg Tract | int64 | Low Inc Hsg Tract |
| Scope I MTCO2e | double | Scope I MTCO2e |
| Scope I Cost USD | double | Scope I Cost USD |
| Scope II MTCO2e | double | Scope II MTCO2e |
| Scope II Cost USD | double | Scope II Cost USD |
| Total MTCO2e | double | Total MTCO2e |
| Total Cost USD | double | Total Cost USD |
| Total SCC per 1000 People | double | Total SCC per 1000 People |
| Climate/Carbon Accounting: CO2 Emissions, Water and Waste Treatment (MTCO2e) | int64 | Climate/Carbon Accounting: CO2 Emissions, Water and Waste Treatment (MTCO2e) |
| Climate/Carbon Accounting: Social Cost of Carbon, Water and Waste Treatment (USD) | int64 | Climate/Carbon Accounting: Social Cost of Carbon, Water and Waste Treatment (USD) |
| Climate/Carbon Accounting: CO2 Emissions, Energy (MTCO2e) | int64 | Climate/Carbon Accounting: CO2 Emissions, Energy (MTCO2e) |
| Climate/Carbon Accounting: Social Cost of Carbon, Energy (USD) | int64 | Climate/Carbon Accounting: Social Cost of Carbon, Energy (USD) |
| Climate/Carbon Accounting: CO2 Emissions, Transportation (MTCO2e) | double | Climate/Carbon Accounting: CO2 Emissions, Transportation (MTCO2e) |
| Climate/Carbon Accounting: Social Cost of Carbon, Transportation (USD) | double | Climate/Carbon Accounting: Social Cost of Carbon, Transportation (USD) |
| Climate/Carbon Accounting: CO2 Emissions, Residential Energy Consumption (USD) | double | Climate/Carbon Accounting: CO2 Emissions, Residential Energy Consumption (USD) |
| Climate/Carbon Accounting: Social Cost of Carbon, Residential Energy Consumption (USD) | double | Climate/Carbon Accounting: Social Cost of Carbon, Residential Energy Consumption (USD) |
| Bldg Value | int64 | Building Value |
| Agric Value | double | Agric Value |
| Total Climate EAL | double | Total Climate EAL |
| Climate EAL per 1000 People | double | Climate EAL per 1000 People |
| Climate EAL as Pct of Bldg/Agric Value | double | Climate EAL as Pct of Bldg/Agric Value |
| Avalanche EAL | double | Avalanche EAL |
| Avalanche EAL as Pct of Climate EAL | double | Avalanche EAL as Pct of Climate EAL |
| Coastal Flood EAL | double | Coastal Flood EAL |
| Coastal Flood EAL as Pct of Climate EAL | double | Coastal Flood EAL as Pct of Climate EAL |
| Cold Wave EAL | double | Cold Wave EAL |
| Cold Wave EAL as Pct of Climate EAL | double | Cold Wave EAL as Pct of Climate EAL |
| Drought EAL | double | Drought EAL |
| Drought EAL as Pct of Climate EAL | double | Drought EAL as Pct of Climate EAL |
| Earthquake EAL | double | Earthquake EAL |
| Earthquake EAL as Pct of Climate EAL | double | Earthquake EAL as Pct of Climate EAL |
| Hail EAL | double | Hail EAL |
| Hail EAL as Pct of Climate EAL | double | Hail EAL as Pct of Climate EAL |
| Heat Wave EAL | double | Heat Wave EAL |
| Heat Wave EAL as Pct of Climate EAL | double | Heat Wave EAL as Pct of Climate EAL |
| Hurricane EAL | double | Hurricane EAL |
| Hurricane EAL as Pct of Climate EAL | double | Hurricane EAL as Pct of Climate EAL |
| Ice Storm EAL | double | Ice Storm EAL |
| Ice Storm EAL as Pct of Climate EAL | double | Ice Storm EAL as Pct of Climate EAL |
| Landslide EAL | double | Landslide EAL |
| Landslide EAL as Pct of Climate EAL | double | Landslide EAL as Pct of Climate EAL |
| Lightning EAL | double | Lightning EAL |
| Lightning EAL as Pct of Climate EAL | double | Lightning EAL as Pct of Climate EAL |
| Riverine Flood EAL | double | Riverine Flood EAL |
| Riverine Flood EAL as Pct of Climate EAL | double | Riverine Flood EAL as Pct of Climate EAL |
| Wind EAL | double | Wind EAL |
| Wind EAL as Pct of Climate EAL | double | Wind EAL as Pct of Climate EAL |
| Tornado EAL | double | Tornado EAL |
| Tornado EAL as Pct of Climate EAL | double | Tornado EAL as Pct of Climate EAL |
| Tsunami EAL | double | Tsunami EAL |
| Tsunami EAL as Pct of Climate EAL | double | Tsunami EAL as Pct of Climate EAL |
| Volcanic Act EAL | double | Volcanic Act EAL |
| Volcanic Act EAL as Pct of Climate EAL | double | Volcanic Act EAL as Pct of Climate EAL |
| Wildfire EAL | double | Wildfire EAL |
| Wildfire EAL as Pct of Climate EAL | double | Wildfire EAL as Pct of Climate EAL |
| Winter Weather EAL | double | Winter Weather EAL |
| Winter Weather EAL as Pct of Climate EAL | double | Winter Weather EAL as Pct of Climate EAL |