Umeå Data

**Judgement:** A focused and useful skill for any application that needs **geospatial queries and statistical data for Umeå, Sweden**, particularly around public facilities, infrastructure, demographics, environment, and building permits. High value for local services, research dashboards, and city-related assistants; low value outside the Umeå context. **What it does well** - Exposes multiple Umeå municipal datasets (playgrounds, swimming spots, hiking trails, EV chargers, WiFi hotspots, trees, building permits, population, housing, emissions, crime) via a single interface. - Supports **location-based/nearest queries** using WGS84 coordinates, enabling “closest X to Y” style questions. - Uses a standard, JSON-over-HTTP open data API with clear dataset IDs and example scripts, so integration and parsing are straightforward. - Public, no-key-required data minimizes operational friction and security concerns. **Key limitations / risks** - **Geographic scope is narrow**: data is essentially only about Umeå municipality, so it’s not useful for other regions. - **Read-only and descriptive**: good for discovery and analytics, but cannot perform routing, booking, or any transactional actions. - **Data freshness and completeness** depend entirely on Umeå kommun’s open data updates; for time-critical or legal decisions (e.g., relying on building permits or crime stats), the data may be incomplete or slightly outdated. - Crime and demographic/environmental statistics can be misinterpreted if used without context; applications should avoid overconfident or normative claims based solely on these datasets. **Recommended scenarios** - Local assistants for residents/visitors in Umeå ("Where is the nearest playground or EV charger?", "What swimming spots are nearby?"). - Civic-tech, research, or journalistic tools that analyze **population change, housing stock, emissions, or crime trends** in Umeå. - Urban-planning and transparency dashboards that surface **building permit decisions and applications**. - Educational or demonstration projects showing how to work with municipal open data and geospatial queries. **Less suitable for** - Any application needing data outside Umeå, or global/Sweden-wide coverage. - Critical real-time safety or legal workflows where official, up-to-the-minute records are required rather than open-data snapshots.