Data Sources & Attribution

Last reviewed 10 August 2026

DC Hub exists to aggregate public infrastructure data into one place, so that nobody has to rebuild the same picture from forty scattered sources. If you rely on a number we publish, you should be able to see where it came from and what you are allowed to do with it. This page is that answer, in full.

The rule: what DC Hub computed is openly licensed and we want it cited. What DC Hub collected carries its upstream's terms, and that is not ours to give away.

The licence therefore differs by layer. A single answer across all four layers would necessarily be false about at least one of them, so we publish four.

1. DCPI — scores, verdicts and methodology

CC-BY-4.0

The DC Hub Power Index in full: excess_power_score, constraint_score, composite_score, the BUILD / CAUTION / AVOID verdicts and their band thresholds, time_to_power_months, per-market rankings, and the published methodology.

Licensed under Creative Commons Attribution 4.0 International. Republish it, chart it, build on it, put it in a client report, train on it. Just attribute it.

This is our own derived analytical work: the inputs are public, the transform is ours, and a third party with no access to our database can reproduce it from published inputs. We would rather be cited than paid for this layer — an index nobody may quote is worthless.

Cite as: DC Hub Power Index (DCPI), DC Hub, dchub.cloud, CC-BY-4.0. Retrieved <date>.

Include the date and the method_version (e.g. 2.3.0). DCPI is recomputed daily and the bands are versioned — a score without a version and a date is not reproducible.

2. Grid telemetry — public system operators

our analysis CC-BY-4.0 raw readings: operator's terms

Live and historical grid conditions come directly from the system operators who publish them. Our normalisation and the rankings and headroom analysis built on top are ours, and are CC-BY-4.0 on the same terms as §1. The underlying readings are not ours to relicense — if you want the raw feed, take it from the operator. Several are one HTTP call away.

RegionOperator
United States — 7 ISOs (ERCOT, PJM, CAISO, MISO, SPP, NYISO, ISO-NE) EIA-930 — US federal, public domain
Great BritainNESO / Elexon
European Union — ~24 bidding zones ENTSO-E Transparency Platform
TaiwanTaipower
JapanOCCTO
South KoreaKPX
BrazilONS
Australia (partial)AEMO
Singapore (partial)EMA

3. Physical infrastructure layers

mostly US federal, public domain

LayerSourceLicence
Power plants, generation, retail ratesEIAUS federal, public domain
Substations, transmission linesHIFLDUS federal, public domain
Carrier and fiber facilitiesFCCUS federal, public domain
Natural-hazard riskFEMA National Risk IndexUS federal, public domain
Air permitsEPA ECHOUS federal, public domain
Global power & gas infrastructureGlobal Energy MonitorCC-BY 4.0
Submarine cables & landing pointsTeleGeography Submarine Cable Map public APIterms unconfirmed

4. Facility inventory

attribution required no redistribution grant

The facility inventory is a composite. It contains data from OpenStreetMap — © OpenStreetMap contributors, licensed under the Open Database License (ODbL) 1.0 — plus PeeringDB, Wikidata (CC0), operator disclosure and operator websites, regulatory filings and press releases, third-party directories, and our own curation.

You may read, query and cite it — through the product, the API and the MCP tools, including in published work with attribution.

DC Hub does not currently grant redistribution of this corpus as a dataset, and we would rather say so than claim otherwise. Two honest reasons:

That review runs per source, and sources clear individually rather than all at once. It is ordinary data hygiene, not a hold on the product.

Want to cite DC Hub?

Please do — no agreement needed for §1 or §2. Cite the index, the methodology or our grid analysis as described above, and tell us if you would like us to link your work back.

Redistributing the facility corpus as a dataset needs a written agreement, because it needs per-source clearance we do not yet have across the board. Ask: info@dchub.cloud.

Found something wrong here? A source named incorrectly, or a licence stated incorrectly, is a defect and we will treat it as a bug report. Email info@dchub.cloud and we will correct this page.

The machine-readable version of this statement ships in the DC Hub repository as DATA-LICENSE.md, and the per-layer licence is emitted on every API response in the provenance block.