# Geography by John Snow Labs — Data Product Intelligence

> Source: Vedex (https://vedex.ai) — Alternative Data Vendor Intelligence
> Generated: 2026-10-05T12:09:06.712Z
> Canonical: https://vedex.ai/products/geography-b063ff

## Overview
- **Product**: Geography
- **Vendor**: John Snow Labs
- **Description**: This data package contains geography related datasets which include various codes, for example, airport codes, country..
- **Use Cases**: Master data management | Global logistics optimization | Regulatory compliance reporting | Market expansion analysis | Supply chain risk assessment | Demographic research modeling | Financial transaction routing
- **Source Platform**: databricks_marketplace

## Coverage & Delivery
- **Delivery Methods**: API
- **Has API**: Yes
- **Sample Available**: No

## Pricing
- **Free**: No
- **Estimated Annual Price**: ~$15,000/yr (Vedex estimate — not a vendor-published price)

### Pricing Tiers
| Tier | Price | Billing | Annualized | Type | Confidence | Source |
|------|-------|---------|------------|------|------------|--------|
| Vedex estimate | ~$1,250 | ESTIMATED | ~$15,000/yr | UNKNOWN | LOW | Vedex estimate |

## Quality Scores
- **Value Score**: 25.2
- **Trial Accessibility**: 0

## Vendor Information
- **Vendor**: John Snow Labs
- **Website**: https://www.johnsnowlabs.com
- **Headquarters**: Wilmington, Delaware, USA
- **Vendor Profile**: https://vedex.ai/vendor/john-snow-labs-1accc0/llms.txt

## Source
- **Platform**: databricks_marketplace
- **Listing URL**: https://marketplace.databricks.com/details/99c894ba-6bd1-4af5-a5b6-378b677f2b61/John-Snow-Labs_Geography

## Links
- Vedex Product Page: https://vedex.ai/products/geography-b063ff
- Vendor Profile: https://vedex.ai/vendor/john-snow-labs-1accc0
- All Products: https://vedex.ai/products