This data package has the purpose to offer data for socio-economic indicators and to cover as much as possible the ent..
API Access
Est. Price
~$5,000/yr est.
Update Frequency
—
Pricing Tiers
1
Regions
1
Quality SignalsB
Freshness
Recently enriched
Complete
63%
API
API Available
Product Overview
Healthcare NLP & Clinical Data Platform$
Offering: A comprehensive suite of NLP-based clinical entity recognition models and structured healthcare datasets for pharmacovigilance, clinical research, and population health analytics.
Best for: Healthcare data scientists and clinical researchers building automated pipelines for medical record de-identification and drug safety monitoring.
Benefits
- Extensive library of pre-trained clinical NLP models
- Multi-language support for clinical de-identification
- High-granularity SDoH and clinical entity extraction
- Cost-effective pricing compared to enterprise-scale healthcare data platforms
Drawbacks
⚠ Limited longitudinal patient journey tracking compared to Komodo Health · ⚠ Requires technical integration via API rather than turnkey dashboard solutionsProduct Intelligence
Value Score
32
quality per $
Coverage
8
geo × freq × depth
Try-ability
20
ease of trial
Product Details
Use Cases
Public health resource allocation | Community health impact assessment | Regional economic forecasting | Social determinants of health analysis | Market expansion strategy | Regulatory compliance reporting | ESG risk modeling | Academic and policy research
Coverage
United States
Delivery
API
Data Sources
government filingssurvey panel
Detected Use Cases
compliance regulatoryeconomic forecastingesg sustainabilityhealthcare pharmainsurancerisk management
Pricing Tiers
Vedex estimate
~$5,000/yr est.
SUBSCRIPTIONMEDIUM
Add to Data Room
Get an instant price estimate based on your organization profile — seats, usage rights, and contract term.Estimated ~$5,000/yr est.
Request a sample directly from John Snow Labs.
Web Authority
High Authority9 mentions·3 platforms
Academic Papers
7 × 8 pts+56
Reddit
1 × 3 pts+3
LinkedIn
1 × 2 pts+2
Evidence5 sources
Academic Papers
Do People Shape Cities, or Do Cities Shape People? The ...
by N Naik · 2015 · Cited by 74 — We combine this dataset with socioeconomic indicators to explore whether demographic and economic changes precede, follow, or co-occur with ...
Academic Papers
Do People Shape Cities, or Do Cities ...
by N Naik · 2015 · Cited by 74 — Streetscores in 2007 predicts increases in density, income, and housing prices, as well as decreases in poverty rates and in the share of the African American.Read mor
Academic Papers
Socioeconomic centers in cities worldwide
We develop and validate a global map of the socioeconomic centers of cities for 2020 by integrating nighttime light and population density data.
Data Dictionary
Expected fields and columns in this data product
About US Socioeconomic Indicators
US Socioeconomic Indicators is an alternative data product offered by John Snow Labs, available on databricks_marketplace. API access is available for programmatic integration. Vedex estimates pricing at roughly $5,000/yr (an estimate, not a vendor-published price).
This data package has the purpose to offer data for socio-economic indicators and to cover as much as possible the ent..
About John Snow Labs
John Snow Labs is a data provider vendor based in Wilmington, Delaware, USA. The model is a powerful tool for extracting SDoH entities from clinical text. It was specifically trained to identify the conditions in which people are born, grow, live, work, and age that impacts th...