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Data set
Building-level Electricity Access and Demand Model
A tool to estimating electricity access and demand at the building level in Sub-Saharan Africa. The Building-level Electricity Access and Demand Model is an open-source model developed through a collaboration between the International Energy Agency (IEA) and the Massachusetts Institute of Technology (MIT). By integrating ground-truth electricity consumption data, high-resolution satellite imagery, geospatial datasets, and AI, this model provides accurate estimates of electricity access status and demand for individual buildings across sub-Saharan Africa.This tool leverages the BEACON and LItLDF models, as outlined in Lee, S.J., Multimodal Data Fusion for Estimating Electricity Access and…
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Data tool
28 Apr 2026
Reliance on Middle East Oil and Gas Supplies by Country
Compare selected countries’ reliance on oil and natural gas imports from the Middle East This interactive chart compares selected countries’ reliance on oil and natural gas imports from the Middle East. It shows both total import volumes and how significant those imports are relative to each country’s needs. Use the toggle above to switch between oil and gas. You can then sort countries by:Share: imports from the Middle East as a share of domestic consumption and exports in 2017 and 2024
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Contributor
Leo Varadkar
Prime Minister. Leo Varadkar became Prime Minister of Ireland in June 2017. He has been a member of Ireland’s parliament, the Dáil, since 2007 and previously held several ministerial positions, including Social Protection, Health, and Transport, Tourism and Sport.Mr Varadkar recently led the Irish Government in the development of an ambitious new Climate Action Plan with strong targets for energy efficiency, renewables and emissions reduction.