The purpose of this data package is to offer demographic data for U.S. cities. The data sources are multiple, the most..
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
Population health management | Clinical trial site selection | Market expansion strategy | Urban planning and infrastructure development | Social determinants of health analysis | Public policy impact assessment | Resource allocation optimization
Coverage
United States
Delivery
API
Data Sources
government filingssurvey panel
Detected Use Cases
esg sustainabilityhealthcare pharmainsurance
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·2 platforms
Academic Papers
6 × 8 pts+48
Blogs & Newsletters
3 × 2 pts+6
Evidence5 sources
Academic Papers
A Large-scale Benchmark Dataset for Commuting Origin ...
We construct a large-scale benchmark dataset containing commuting OD matrices for 3,233 diverse areas around the United States for the commuting ...
Academic Papers
The Spatial Distribution of Income in Cities
by P Deffebach · 2025 · Cited by 4 — We obtain neighborhood population using the 2015 LandScan global population dataset (Bright,. Rose, and Urban, 2016) for all cities covered ...
Academic Papers
Learning Region Embedding with Demographic Information
We collect real-world urban datasets of region division, demographic data, POI data, for-hail vehicles, such as Uber and Lyft trip records, ...
Data Dictionary
Expected fields and columns in this data product
About US Cities Demographics
US Cities Demographics 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).
The purpose of this data package is to offer demographic data for U.S. cities. The data sources are multiple, the most..
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...