Trade disruption intelligence, updated daily. Scored, classified, and delivered as structured datasets.
Our dataset goes beyond aggregation. Every disruption event is classified, scored, and enriched with structured metadata ready for integration.
NLP processing of 2,400+ global news sources, wire services, and government feeds. New disruptions captured daily and delivered in structured data files.
Disruption scale from -1 (minor) to -4 (critical), combining AI contextual assessment with keyword-based calibration. Confirmed events scored higher than forecasts.
Every event tagged with country, region, port, and waterway. Trade route mapping across major corridors from the Strait of Hormuz to the Panama Canal.
Delivered as versioned Parquet files to your secure cloud bucket. Filter by region, severity, category, and date range. API access available on request.
Events tagged as forecast, developing, or confirmed. The Disruptis Trade Risk Index tracks day-over-day escalation with 7-day rolling averages to flag emerging disruption patterns.
Events classified across 12 disruption types and 30+ commodity sectors: sanctions, tariffs, port closures, conflicts, strikes, weather events, and more.
Every disruption event is structured, enriched, and delivered as daily Parquet files. Here's what the data looks like.
{
"event_id": 659,
"event_headline": "Strait of Hormuz blockade disrupts 20% of global oil supply.",
"event_status": "developing",
"impact_description": "The blockade of the Strait of Hormuz directly restricts the passage of oil tankers, affecting approximately 20% of global oil supply and disrupting energy trade routes across Asia, Europe, and the Middle East.",
"severity_score": -4.0,
"event_type": "military_conflict",
"commodity_sector": "Crude Oil",
"hs_chapter": "27",
"country": "Iran",
"region": "Middle East",
"city": null,
"port": null,
"waterway": "Strait of Hormuz",
"weather_event": null,
"trade_routes": "Persian Gulf exports via Strait of Hormuz | Persian Gulf oil exports",
"event_start": "2026-02-28",
"event_end": "2026-03-23",
"days_active": 15,
"detected_at": "2026-02-28 07:00:00",
"hours_to_detect": 17.0,
"risk_score_daily": 45.3,
"risk_score_7d": 39.4,
"risk_level": "Elevated",
"risk_delta": +4.0
}One file per day. 24 fields per event. The Disruptis Trade Risk Index is embedded in every record — no second file needed.
Moderate 0–29 | Elevated 30–49 | High 50–74 | Extreme 75–100
| event_id | Unique event identifier, consistent across days for tracked events |
| event_headline | AI-generated neutral event summary |
| event_status | confirmed, developing, or forecast |
| impact_description | AI-generated analysis of trade flow impact |
| severity_score | -1.0 (minor) to -4.0 (critical) disruption scale |
| event_type | supply_cutoff, policy, military_conflict, strike, protest, natural_event, infrastructure, export, import, deal_cancellation, agreement, production |
| commodity_sector | 30+ categories: Crude Oil, LNG, Semiconductors, Rare Earths, Steel, Rice, Fertilizers... Events without a specific commodity tagged as Port Operations, Maritime & Shipping, Aviation & Airports, etc. |
| hs_chapter | Harmonized System chapter code for commodity classification |
| country | Country where disruption originates |
| region | East Asia, Middle East, Europe, South Asia, North America, Southeast Asia... |
| city | City-level detail where available |
| port | Affected port facility |
| waterway | Affected strait, canal, or maritime chokepoint |
| weather_event | Cyclone, flood, storm — populated for weather-driven disruptions |
| trade_routes | Affected corridors: Strait of Hormuz, Trans-Pacific, Black Sea grain corridor, Suez Canal... |
| event_start | First date event was detected (YYYY-MM-DD) |
| event_end | Most recent date event was active (YYYY-MM-DD) |
| days_active | How many days this event has been tracked |
| detected_at | Timestamp of first detection |
| hours_to_detect | Hours between event occurrence and detection |
| risk_score_daily | Disruptis Trade Risk Index score for this day (0–100) |
| risk_score_7d | 7-day rolling average of the risk score |
| risk_level | Moderate, Elevated, High, or Extreme |
| risk_delta | Day-over-day change in risk score |
your-bucket/
daily/ One file per day, everything included
2026-03-24.parquet 30 events + risk index
2026-03-23.parquet 27 events + risk index
2026-03-22.parquet 11 events + risk index
...
latest/
daily.parquet Always the most recent dayOne file per day. Each file contains every event active on that date — typically 15 to 75 events, sorted by severity — with the Disruptis Trade Risk Index embedded in every record. No deltas, no joins, no second file. Subscribe and receive one new file per day.
From trading desks to boardrooms — actionable disruption intelligence for the teams that need it most.
Signal detection for trading desks. Identify supply shocks, export bans, and route disruptions before they move the market. The Trade Risk Index provides a daily pulse on global disruption levels.
Early warning for procurement teams. Monitor supplier regions, track port closures, and assess cascading disruption risk across your network. Multi-day event tracking shows how disruptions evolve.
Exposure assessment for cargo and trade credit underwriters. Quantify risk by route, region, and commodity with daily severity scores and historical risk index trends.
Structured datasets for analysts and academics. Study trade policy impacts, sanction effects, and geopolitical disruption patterns with consistent daily coverage.
Route disruption alerts for freight operators. Reroute shipments proactively using daily corridor status, severity data, and weather event classifications across major trade lanes.
Macro trend detection for strategy teams. Track disruption patterns across sectors and regions using the Disruptis Trade Risk Index time series to inform investment positioning and risk hedging.
Trade disruption intelligence your team can act on.