Capabilities, backed by live data

Each capability below is powered by a public Hugging Face dataset that we publish from our engineering and energy-data pipelines. The numbers are the real published records — explore or download them directly. New algorithms are added here automatically as we ship them.

World Energy

World Energy Field Explorer

Global offshore field drill-down — fields, wells, and country rollups built from BSEE and public regulatory filings.

10 Fields56 Wells84 Countries

Coverage is primarily US Gulf of Mexico deepwater (BSEE) plus selected international basins; not a complete global census. Economics is life-to-date pretax NPV @10% and breakeven WTI computed on public BSEE production — realized to date, NOT full-cycle or forward projections — so mature fields can show a negative life-to-date NPV; the basis travels with each value (economics_basis). Shown only for fields with sufficient production history; early-life fields are left blank rather than reported on a misleading basis (worldenergydata#971/#978).

Digital Model

Digital Model Parametric Atlases

Standard-traceable parametric result grids — mooring fatigue (S-N), synthetic-rope fatigue (T-N), and riser code-check utilisation — from digitalmodel's validated reduced-order atlases.

312 Mooring Fatigue (DNV-RP-C203 S-N)120 Synthetic Rope Fatigue (DNV-OS-E301 T-N)2,700 Riser Code Check (API-RP-2RD)

Synthetic parametric sweeps generated from the cited standards (DNV-RP-C203, DNV-OS-E301, API-RP-2RD) and validated to under 10% max relative error against held-out samples. For screening and capability demonstration — not a substitute for a project-specific engineering check.

World Energy

Field Economics Sensitivity

Field-economics sensitivity sweep — how life-to-date pretax NPV moves with WTI price and discount rate, on public BSEE production.

30 Price × Discount-Rate Sweep

Life-to-date pretax NPV at various discount rates, computed on public BSEE production — a sensitivity to WTI price (via wti_price_multiplier) and discount rate, NOT full-cycle economics or forward projections. Because it reflects value realized to date, mature fields can show a negative life-to-date NPV. The basis travels with each value (economics_basis). A multi-dimensional field × price × rate grid, honestly shown as a table rather than a single headline number.

How this works

We publish analysis results as versioned datasets on Hugging Face, then this site renders them at build time — so what you see is the same data our tools produce, with provenance and honest coverage notes. Data is refreshed as pipelines run.