Turn rows into geography
Move from spreadsheet fields to boundaries, points, layers, and shareable map views.
Make place-based data usable
Bring a dataset with a where. DaedalMap aligns it to shared geography, connects it to maintained sources, and turns it into maps, comparisons, and source-backed answers.
What DaedalMap does
Your data should not live alone in a spreadsheet.
If your research has a place, DaedalMap can help show what else is true
there. The geometry spine normalizes rows to loc_id, so one
dataset can sit beside climate, census, disaster, economic, health, and
other maintained evidence.
Compare against context
Join your place-based data to maintained packs through the same location spine.
Ask from the evidence
Use bounded sources, maps, and source trails to support papers, briefings, and public pages.
Choose how to use it
Explore
See what the data shows
Open the map, ask a geographic question, and inspect the maintained evidence behind the answer.
Open Explore › OpsMonitor fresh evidence
Track live feeds, recent history, and one focused place or active situation.
Open Ops › ResearchAnalyze slow evidence
Load a bounded corpus and ask cross-domain questions you can inspect, cite, and revisit.
Open Research › AgentsGet the data directly
Connect through MCP and API to pull the same maintained geographic data into your own tools.
Agent Docs ›
One runtime
The geometry spine is the common layer. Explore is for orientation, Research is slow evidence from bounded sources and history, and Ops is fresh evidence from live feeds and recent change. Agents are the builder lane into the same maintained pack layer.
What that looks like
The clearest hot zones sit in the more urbanized eastern and central portions of Fairfax County, while the western side stays cooler where vegetation cover is stronger and development density is lower. Heat patterns are shaped by several land-cover and built-environment factors, not a single driver.
Immediate shock (2004–2005): electricity access dropped 4.2 points, industrial CO2 intensity collapsed 76%, unemployment jumped 2.6 points, industrial production growth halved. National-level recovery was largely complete within two to three years.
Open engine. Maintained evidence layer.
The engine and schemas are open source. What you pay for is the maintained path: source discovery, normalization, QA, versioned packs, freshness, packaging, hosted convenience, and support. That maintained layer keeps every surface aligned on one published truth.