This data package contains datasets on causes, risk factor, deaths, death rate, years of life lost (YLL), years lived ..
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
Public health policy development | Actuarial risk modeling | ESG impact reporting | Pharmaceutical market sizing | Healthcare infrastructure planning | Global health equity analysis | Population health trend forecasting
Coverage
Global
Delivery
API
Detected Use Cases
esg 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
Notable6 mentions·4 platforms
Academic Papers
3 × 8 pts+24
Reddit
1 × 3 pts+3
LinkedIn
1 × 2 pts+2
Blogs & Newsletters
1 × 2 pts+2
Evidence5 sources
Academic Papers
fev-bench: A Realistic Benchmark for Time Series ...
Country-level CO 2 emissions from 1960 to present. Kag (2025b) ↑ Global life expectancy data (1950–2023). Kaggle dataset, 2025b.
Academic Papers
fev-bench: A Realistic Benchmark for Time Series ...
Country-level CO 2 emissions from 1960 to present. Kag (2025b) Global life expectancy data (1950–2023). Kaggle dataset, 2025b. URL https ...
Academic Papers
fev-bench: A Realistic Benchmark for Time Series ...
by O Shchur · 2025 · Cited by 11 — URL https:// · www.kaggle.com/datasets/nafayunnoor/ · global-life-expectancy-data-1950-2023. Life expectancy data by country from 1950 to 2023 ...
Data Dictionary
Expected fields and columns in this data product
About Global Life Expectancy Data
Global Life Expectancy Data 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 datasets on causes, risk factor, deaths, death rate, years of life lost (YLL), years lived ..
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...