dataset_id
stringlengths 6
16
| dataset_name
stringlengths 10
36
| source_url
stringlengths 22
82
| supported_entities
sequencelengths 3
3
| supported_events
sequencelengths 3
3
| description
stringlengths 58
90
| last_updated
timestamp[ms] | coverage_timeframe
stringclasses 6
values | created_at
timestamp[ms] |
|---|---|---|---|---|---|---|---|---|
ACLED_EVENTS | Armed Conflict Location & Event Data | https://acleddata.com/ | [
"Actor",
"Location",
"ConflictType"
] | [
"PoliticalViolence",
"Protest",
"ConflictEvent"
] | Tracks political violence and protest events with actor/geospatial metadata and timestamps | 2025-01-31T23:38:20.768000 | 1997-Present | 2025-01-31T23:38:20.768000 |
RELIEFWEB_CRISIS | ReliefWeb Crisis Reports | https://reliefweb.int/ | [
"Crisis",
"Location",
"Organization"
] | [
"HumanitarianCrisis",
"DisasterResponse",
"AidOperation"
] | Aggregates humanitarian crisis reports with geotemporal impact analysis | 2025-01-31T23:38:20.768000 | Ongoing | 2025-01-31T23:38:20.768000 |
NASA_FIRMS | NASA FIRMS | https://earthdata.nasa.gov/firms | [
"Location",
"ThermalAnomaly",
"FireEvent"
] | [
"Wildfire",
"ThermalAlert",
"FireSpread"
] | Real-time global wildfire detection with thermal anomaly timestamps | 2025-01-31T23:38:20.768000 | Real-time | 2025-01-31T23:38:20.768000 |
GLOBAL_FLOOD_DB | Global Flood Database | https://global-flood-database.cloudtostreet.info/ | [
"Location",
"FloodExtent",
"Impact"
] | [
"Flood",
"Inundation",
"WaterLevel"
] | Historical flood extents and impacts with temporal recurrence patterns | 2025-01-31T23:38:20.768000 | 1985-Present | 2025-01-31T23:38:20.768000 |
UN_COMTRADE | UN Comtrade Database | https://comtrade.un.org/ | [
"Country",
"TradeFlow",
"Commodity"
] | [
"TradeDisruption",
"SupplyChainEvent",
"TradeImbalance"
] | Monthly international trade flows to detect supply chain vulnerabilities | 2025-01-31T23:38:20.768000 | Monthly | 2025-01-31T23:38:20.768000 |
WB_GEM | World Bank Global Economic Monitor | https://www.worldbank.org/en/research/brief/global-economic-monitor | [
"Country",
"Indicator",
"EconomicMetric"
] | [
"FinancialCrisis",
"EconomicShock",
"MarketDisruption"
] | Real-time macroeconomic indicators for financial crisis prediction | 2025-01-31T23:38:20.768000 | Real-time | 2025-01-31T23:38:20.768000 |
WHO_EIOS | WHO Epidemic Intelligence | https://www.who.int/teams/epidemic-and-pandemic-intelligence-and-preparedness/eios | [
"Disease",
"Location",
"Outbreak"
] | [
"DiseaseOutbreak",
"EpidemicAlert",
"HealthEmergency"
] | Multilingual outbreak alerts with geographic spread timelines | 2025-01-31T23:38:20.768000 | Real-time | 2025-01-31T23:38:20.768000 |
JHU_COVID | Johns Hopkins COVID-19 Dashboard | https://coronavirus.jhu.edu/map.html | [
"Location",
"Case",
"Policy"
] | [
"Infection",
"Death",
"PolicyChange"
] | Historical case/death rates with policy response timelines | 2025-01-31T23:38:20.768000 | 2020-Present | 2025-01-31T23:38:20.768000 |
TWITTER_CRISIS | Twitter API Crisis Stream | https://developer.twitter.com/en/docs/twitter-api | [
"User",
"Tweet",
"Event"
] | [
"CrisisMention",
"EmergencyAlert",
"PublicResponse"
] | Real-time crisis mentions with NLP-derived event detection | 2025-01-31T23:38:20.768000 | Real-time | 2025-01-31T23:38:20.768000 |
GDELT_GKG | GDELT Global Knowledge Graph | https://blog.gdeltproject.org/gdelt-2-0-our-global-world-in-realtime/ | [
"Event",
"Actor",
"Theme"
] | [
"CausalLink",
"MediaMention",
"EventConnection"
] | Tracks media-driven causal relationships between global events | 2025-01-31T23:38:20.768000 | Real-time | 2025-01-31T23:38:20.768000 |
USGS_LANDSLIDE | USGS Landslide Hazards Program | https://www.usgs.gov/programs/landslide-hazards | [
"Location",
"Hazard",
"RiskScore"
] | [
"Landslide",
"RainfallAlert",
"TerrainMovement"
] | Rainfall-triggered landslide potential with temporal risk scores | 2025-01-31T23:38:20.768000 | Ongoing | 2025-01-31T23:38:20.768000 |
POWEROUTAGE_US | PowerOutage.us | https://poweroutage.us/ | [
"Location",
"Grid",
"Outage"
] | [
"PowerDisruption",
"GridFailure",
"ServiceRestoration"
] | Real-time electrical grid disruptions with duration/impact metrics | 2025-01-31T23:38:20.768000 | Real-time | 2025-01-31T23:38:20.768000 |