API AccessAccess dataset files directly from scripts, code, or AI agents.
Browse dataset files
Access dataset files directly from scripts, code, or AI agents.
Dataset Files
Each file has a stable URL (r-link) that you can use directly in scripts, apps, or AI agents. These URLs are permanent and safe to hardcode.
/core/pharmaceutical-drug-spending/
https://datahub.io/core/pharmaceutical-drug-spending/_r/-/.gitignore
https://datahub.io/core/pharmaceutical-drug-spending/_r/-/README.md
https://datahub.io/core/pharmaceutical-drug-spending/_r/-/UPDATE_SCRIPT_MAINTENANCE_REPORT.md
https://datahub.io/core/pharmaceutical-drug-spending/_r/-/archive/merge-all.csv
https://datahub.io/core/pharmaceutical-drug-spending/_r/-/archive/merge-health-gdp.csv
https://datahub.io/core/pharmaceutical-drug-spending/_r/-/archive/perc-gdp.csv
https://datahub.io/core/pharmaceutical-drug-spending/_r/-/archive/perc-health-spend.csv
https://datahub.io/core/pharmaceutical-drug-spending/_r/-/archive/pharma-spending.csv
https://datahub.io/core/pharmaceutical-drug-spending/_r/-/archive/population.csv
https://datahub.io/core/pharmaceutical-drug-spending/_r/-/archive/usd-cap.csv
https://datahub.io/core/pharmaceutical-drug-spending/_r/-/data/data.csv
https://datahub.io/core/pharmaceutical-drug-spending/_r/-/datapackage.json
Key Files
Start with these files — they give you everything you need to understand and access the dataset.
datapackage.json— metadata & schema
https://datahub.io/core/pharmaceutical-drug-spending/_r/-/datapackage.json
README.md— documentation
https://datahub.io/core/pharmaceutical-drug-spending/_r/-/README.md
Typical Usage
- 1. Fetch datapackage.json to inspect schema and resources
- 2. Download data resources listed in datapackage.json
- 3. Read README.md for full context
Data Previews
data
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Schema
| name | type | description |
|---|---|---|
| LOCATION | string | Country code |
| TIME | year | Date in the form of %Y |
| PC_HEALTHXP | number | % of Health spending |
| PC_GDP | number | % of GDP |
| USD_CAP | number | in USD per capita (using economy-wide PPPs) |
| TOTAL_SPEND | number | Total spending in millions |
Data Files
| File | Description | Size | Last modified | Download |
|---|---|---|---|---|
data | 51.2 kB | 3 months ago | data |
| Files | Size | Format | Created | Updated | License | Source |
|---|---|---|---|---|---|---|
| 1 | 51.2 kB | csv | about 2 months ago | Open Data Commons Public Domain Dedication and Licence (PDDL) | Pharmaceutical Drug Spending from Organisation for Economic Cooperation and Development |
Update Script Maintenance Report
Date: 2026-03-04
- Root cause: automation was tied to mixed triggers and lacked explicit write permission.
- Fixes made: simplified workflow to scheduled/manual execution, upgraded action versions, added
permissions: contents: write, and kept safe commit guard. - Validation: reviewed workflow syntax and commit path targeting for generated
data/andarchive/outputs. - Known blockers: none identified in this remediation pass.