FIRMS
India wildfire cluster
Mapped exposure
Cotton / iron ore candidate exposure
Analyst use
APAC disruption watch
Analyst Review Pack · snapshot 2026-05-12
Analyst-ready public risk exposure data
Cleaned, geocoded, source-linked public events mapped to countries, commodities, and chokepoints for commercial analysis. Built for analysts testing whether public risk signals can fit client memos, market notes, and exposure monitoring workflows.
Snapshot rows
9,555
commercial export
Review sample
50
mapped events
Country coverage
99.8%
sample rows
Commodity mapping
21.2%
sample rows
Chokepoint mapping
0.5%
where relevant
EN summaries
100%
sample rows
What this replaces in analyst workflow
Instead of raw feed wrangling
GDELT, GDACS, FIRMS, and WHO use different schemas, cadences, and event semantics. TremorWatch normalizes them into one reviewable event schema.
Instead of another dashboard pitch
The review pack is export-first: CSV sample, schema dictionary, null rates, coverage, sample queries, and limitations you can inspect before any call.
Sample records
GDACS
China wildfire alert
Mapped exposure
East Asia battery-cell manufacturing
Analyst use
Commodity / logistics brief
GDACS
Indonesia volcanic eruption
Mapped exposure
Country + commodity exposure
Analyst use
Aviation / supply-chain note
Fields included
- event_id
- source
- event_type
- severity
- occurred_at
- country_code
- lat / lng
- title
- analyst_summary
- commodity_names_json
- chokepoint_names_json
- review_priority
Review pack files
Known limitations
- Not a replacement for Bloomberg, Everstream, Resilinc, or Interos.
- Chokepoint mapping is sparse by design and should be described as available where relevant.
- Commodity mappings are derived fields and require workflow-specific validation.
- Raw ACLED records are excluded from the commercial export due to licensing restrictions.
- AI summaries can contain omissions; decision-critical use should inspect source lineage.