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🧠 MODULE 04 // RISK INTELLIGENCE // 2026-06-27 // TBILISI, GEORGIA

How to Build on Pandita Data: API Endpoints, Response Format & Live Data Access

Brain Dashboard REST API reference — /api/risk_scores, /api/global_alerts, and city-level JSON endpoints for developers.

POWERED BY USGS · NASA · NOAA
READ TIME ~5 MIN
PUBLISHED 2026-06-27 04:44:27 UTC
CITY FOCUS TBILISI
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Imagine a world where every hazard—from the grinding fault lines beneath Tokyo to the wildfire-prone hills of California—broadcasts its risk profile in real time. That world exists now. Behind Pandita Data's Brain Dashboard lies a living, breathing API infrastructure that converts raw seismic, atmospheric, and magnetic data into actionable risk scores. Developers, researchers, and emergency managers can tap into these endpoints to build their own early-warning systems, feed live risk data into dashboards, or fuel machine learning models. Here's how the backbone works.

THE BRAIN DASHBOARD API

📍
Global Risk Scores
GET /api/risk_scores returns composite and individual hazard scores for all monitored locations worldwide.
Real-time aggregation
🏙️
City-Level Risk
GET /api/risk_scores/<city> drills down into specific urban centers, perfect for localized emergency response or insurance underwriting.
Pinpoint accuracy
Global Alert Feed
GET /api/global_alerts streams active hazard events (earthquakes, tsunamis, volcanics) with severity thresholds and confidence intervals.
Event-driven intelligence

Beyond these three core endpoints, specialized feeds like GET /api/earthquake_feed and GET /api/status provide seismological depth and system health monitoring, ensuring your integrations stay synchronized with Pandita's live sensor networks.

THE RISK SCORES RESPONSE FORMAT

0–100
eq_score (Earthquake Risk)
0–100
flood_score (Inundation Risk)
0–100
wildfire_score (Ignition Risk)
ISO 8601
last_updated (Timestamp)

Every response includes volcanic_score, magnetic_score, and composite_score—a weighted hazard index capturing multi-threat simultaneity. This standardized JSON format means your application can ingest Pandita's data without custom parsers.

WHY THIS MATTERS

Insurance companies use these endpoints to recalculate premiums in real time. Urban planners embed them into evacuation routing systems. NGOs monitor refugee corridors during compound disasters. The API is not theoretical—it powers decisions affecting millions.

USING THE API FOR YOUR OWN PROJECTS

Authentication is key-based; rate limits scale with your use case. Query the Disaster Report for historical context on any city. Webhook subscriptions let you trigger alerts when a risk score crosses your threshold—no polling required. Documentation includes Python, JavaScript, and cURL examples.

The Brain Dashboard is not locked behind a paywall—it's designed to be integrated. Whether you're building a SaaS risk platform, feeding a municipal GIS, or training a neural network on hazard correlations, the API treats your use case as equally valid. Start with GET /api/status to confirm connectivity, then explore /api/risk_scores with your city of interest. Real-time risk intelligence is now developer-friendly.

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