The Cloud's Footprint

Mapping the world's data center infrastructure against the carbon, water, and land footprints of the electricity.Based on the UNU-INWEH's 2026 global assessment of AI's environmental cost.

About this project

In 2025, the world's data centers consumed an estimated 448 TWh of electricity, if data centers were a country, they'd rank 11th globally by electricity use. AI workloads alone accounted for roughly a fifth of that, a share projected to double by 2030 as total data center demand climbs toward 945 TWh. But the environmental cost of that electricity isn't uniform: a kilowatt-hour drawn from a hydropower-heavy grid and one drawn from a coal-heavy grid carry very different carbon, water, and land footprints — and "low-carbon" doesn't automatically mean "low-water" or "low-land." This project maps where that infrastructure actually sits, and what powering it costs depending on where it's hosted.

448 → 945 TWhGlobal data center electricity, 2025 → 2030 (projected)
189M tonnes CO₂eCarbon footprint of 2025 data center electricity
4.5 trillion LWater footprint of 2025 data center electricity
32 countriesHost AI-specialized data centers — 16% of the world

The electricity footprint of AI

Carbon, water, and land footprint intensities vary by an order of magnitude across the world's major data center hubs, driven entirely by each country's electricity mix. Toggle between footprints below, the colors show each country's footprint intensity for that dimension relative to the global average.

Well below average Below average Above average Well above average Not reported for this metric
Ireland: small country, outsized load. By 2023, data centers accounted for 21% of Ireland's total metered electricity, up from 5% in 2015 — exceeding the combined electricity use of all urban households. Dublin's grid operator paused new data center connection approvals in the region until 2028. (UNU-INWEH, 2026, p.35)
Footprint intensities for the countries shown above
CountryData CentersCarbon vs. global average
Figures are quoted directly from UNU-INWEH's report (Section 2.6 and Figure 9, p.34–37, with Brazil's carbon figure from p.26) and cover only the major data center hub countries the report gives explicit footprint-intensity figures for — not all 250 countries in the infrastructure map above.

Data dictionary

What the infrastructure lens measures, and where the numbers come from.

LabelColumnDescriptionSource
Data Centersdata_centersNumber of PeeringDB-registered data center facilities in the country.World Bank Data360 (PeeringDB)
Networkstotal_networksSum of networks (ASNs) present across all data center facilities in the country — a proxy for interconnection density.PeeringDB API
Exchangestotal_ixSum of internet exchange points present across all data center facilities in the country.PeeringDB API
The underlying dataset also carries population, GDP per capita, internet and mobile adoption, and per-capita ecological footprint/biocapacity figures (Global Footprint Network) not currently wired into the map. Full file: data/country_level_dataset.csv.

How it works

Drag any of the three lenses across the map. Each aggregates one metric for the data points beneath it — move them between regions to compare data centers, networks, and exchange points side by side.

Data Centers Networks Exchanges

Explore the infrastructure map

Sources & credits