Data Download & API Access

All data on this dashboard is public. It can be downloaded directly or pulled programmatically through the API below.

Download Data

Metrics & Observations (CSV)

Download all metric definitions and their latest observations as a CSV file.

Metro Heatmap Data (CSV)

Stress scores, AI exposure weights, and impact scores for all tracked metros.

Career Exposure Scores (CSV)

AI exposure, displacement, and augmentation scores for all occupations.

Schema

Scenario Weights (JSON)

Current scenario tracker weights and monitored indicator status.

API Documentation

The dashboard API is a RESTful JSON API. All endpoints are read-only and require no authentication.

EndpointDescriptionExample
GET /api/metricsList all metric definitions/api/metrics
GET /api/metrics/{metric_id}/observationsLatest observations for a metric/api/metrics/L5/observations
GET /api/metrics/{metric_id}/historyTime series for a metric/api/metrics/L5/history?geo_id=national:US
GET /api/geo/metro-impactMetro heatmap data (stress scores)/api/geo/metro-impact
GET /api/scenarioScenario tracker weights + monitored indicators/api/scenario
GET /api/career/search?q=...Search for an occupation by title/api/career/search?q=software+engineer
GET /api/career/detail/{onet_code}Full occupation detail with scores/api/career/detail/15-1252.00
GET /api/learn/resourcesList all research articles/api/learn/resources
GET /api/learn/search?q=...Full-text search across articles/api/learn/search?q=AI+displacement
GET /api/methodologyData sources, scoring config, scenario triggers/api/methodology
GET /api/v2/metricsPaginated metrics (v2)/api/v2/metrics?limit=20&offset=0

API base URL: https://aidisruption.fyi/api. No authentication required. Rate limit: be reasonable.

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