posted an update

Live Project Links

Main Demo (Charts Dashboard) https://signalforge-intelligence-api.hub.zerve.cloud/charts

API Base https://signalforge-intelligence-api.hub.zerve.cloud/

API Endpoints

Health Check https://signalforge-intelligence-api.hub.zerve.cloud/health

Returns service status.

Top Risk (JSON) https://signalforge-intelligence-api.hub.zerve.cloud/top-risk

Returns the top 10 countries ranked by computed health risk score.

Interactive Visualization

Top Risk Chart (Interactive) https://signalforge-intelligence-api.hub.zerve.cloud/top-risk-chart

Interactive bar chart powered by live API data.

Chart API (PNG Endpoints)

Global Trend Chart https://signalforge-intelligence-api.hub.zerve.cloud/chart/trend

Life expectancy trends over time with continent breakdown and confidence band.

Anomaly Scatter Chart https://signalforge-intelligence-api.hub.zerve.cloud/chart/anomaly-scatter

Highlights abnormal country/year behavior using Z-score tiers.

Anomaly Bar Chart https://signalforge-intelligence-api.hub.zerve.cloud/chart/anomaly-bar

Ranks countries by peak anomaly severity.

Summary

SignalForge Intelligence API provides:

Structured risk scoring from real-world data A clean JSON API for developers Interactive visualizations for exploration Direct chart endpoints for embedding and sharing

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