This data package contains UK controlled drugs database, US food prices database, US nationwide food consumption surve..
API Access
Est. Price
~$5,000/yr est.
Update Frequency
—
Pricing Tiers
1
Regions
—
Quality SignalsC
Freshness
Recently enriched
Complete
56%
API
API Available
Product Overview
Healthcare NLP & Clinical Data Platform$
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
29
quality per $
Try-ability
35
ease of trial
Product Details
Use Cases
Clinical trial site selection | Pharmaceutical market trend analysis | Public health policy evaluation | Nutritional health impact assessment | Healthcare supply chain optimization | Biotech adoption research | Population health risk stratification
Delivery
API
Data Sources
government filingssurvey panel
Detected Use Cases
healthcare pharmasupply chain
Pricing Tiers
Vedex estimate
~$5,000/yr est.
SUBSCRIPTIONMEDIUM
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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 Authority17 mentions·5 platforms
Academic Papers
8 × 8 pts+64
Reddit
5 × 3 pts+15
LinkedIn
2 × 2 pts+4
Twitter / X
1 × 2 pts+2
linkedin company
1 × 1 pts+1
Evidence5 sources
Academic Papers
PharmAgents: Building a Virtual Pharma with Large ...
by B Gao · 2025 · Cited by 25 — Title:PharmAgents: Building a Virtual Pharma with Large Language Model Agents ; Subjects: Biomolecules (q-bio.BM); Artificial Intelligence (cs.AI).
Academic Papers
[2201.00688] Automatic Pharma News Categorization
by S Adaszewski · 2021 · Cited by 5 — We use a text dataset consisting of 23 news categories relevant to pharma information science, in order to compare the fine-tuning performance of multiple ...Read
Academic Papers
Automatic Pharma News Categorization
by S Adaszewski · 2021 · Cited by 5 — We prepared a curated dataset of news articles grouped in 23 categories relevant to pharma. Subsequently, we used it to evaluate a large ...
Data Dictionary
Expected fields and columns in this data product
About Pharma
Pharma 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 UK controlled drugs database, US food prices database, US nationwide food consumption surve..
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...