---
license: cc-by-4.0
language:
- en
pretty_name: "City Coverage Matrix 2026"
tags:
- tabular
- cities
- coverage
- relocation
- geography
size_categories:
- n<1K
configs:
- config_name: default
  data_files:
  - split: train
    path: city-coverage-matrix-2026.csv
---

# City Coverage Matrix 2026

Transparency matrix classifying 380 cities by WhereNext data tier: flagship, researched, or modeled, with completeness percentages for core costs, landing friction, infrastructure, climate, work, and family data groups.

## Files

- `city-coverage-matrix-2026.csv`: CSV export of city tier and data completeness by city.
- `city-coverage-matrix-2026.json`: JSON export of city tier and data completeness by city.

## Canonical Source

- WhereNext source page: [https://getwherenext.com/data/city-coverage](https://getwherenext.com/data/city-coverage)
- Data hub: [https://getwherenext.com/data](https://getwherenext.com/data)

## Downloads

CSV:
- [city-coverage-matrix-2026.csv](./city-coverage-matrix-2026.csv)

JSON:
- [city-coverage-matrix-2026.json](./city-coverage-matrix-2026.json)

## License

Creative Commons Attribution 4.0 International (CC BY 4.0). Attribute WhereNext and link to the canonical source page.

## Citation

WhereNext. (2026). City Coverage Matrix 2026 [Data set]. https://getwherenext.com/data/city-coverage

## Notes

This Hugging Face dataset mirrors the public WhereNext dataset export. Restricted bulk datasets, including international-school bulk data, are intentionally excluded.