This data package contains dataset on prevalence rates of health conditions and diseases like obesity, diabetes and he..
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
39
quality per $
Coverage
40
geo × freq × depth
Try-ability
20
ease of trial
Product Details
Use Cases
Population health management | Healthcare resource allocation | Pharmaceutical market sizing | Public health policy development | Health insurance risk modeling | Geographic health disparity analysis | Clinical trial site selection
Coverage
Global
Delivery
API
Data Sources
survey panel
Detected Use Cases
healthcare 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 Authority19 mentions·3 platforms
Academic Papers
14 × 8 pts+80
LinkedIn
4 × 2 pts+8
Reddit
1 × 3 pts+3
Evidence5 sources
Academic Papers
Assessing the Healthcare Implications of Pre-training Data ...
Our results highlight substantial misalignment between LLM representation of disease prevalence and real disease prevalence rates across ...
Academic Papers
A Controlled Simulation Study on Non-IID Clinical Data
by F Asad · 2026 — Different hospitals serve distinct patient populations with varying age distribu- tions, socioeconomic backgrounds, disease prevalence rates, ...
Academic Papers
A Quantitative Framework to Predict Wait-Time Impacts ...
by M Mastrianni · 2025 — ... disease prevalence rates, radiologist reading times, and AI performance characteristics from FDA-cleared devices. The framework was verified ...
Data Dictionary
Expected fields and columns in this data product
About Disease Prevalence Rates
Disease Prevalence Rates 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 contains dataset on prevalence rates of health conditions and diseases like obesity, diabetes and he..
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...