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Supplemental Table 1 from the ICMM Global Mining Dataset v1.5, comparing facility counts in the complete dataset against the publicly released version for each country and region. The full dataset contains 12,000 facilities; 4,896 …

Site-level records for mining and metals facilities worldwide from the ICMM Global Mining Dataset v1.5, released July 2026. Each row is a mine, smelter, refinery, plant, steel plant, or combined facility, with a unique …

Locations and water risk exposure for mining and metals facilities worldwide, from the International Council on Mining and Metals Global Mining Dataset version 1.5, released July 2026. The full dataset covers 12,000 mines, smelters, …

Population-weighted annual average PM2.5 concentrations (µg/m³) for 143 countries, regions, and territories in 2025, ranked from most to least polluted. Sourced from the IQAir World Air Quality Report 2025, drawing on data from 9,446 …

Great Britain's national electricity demand recorded by the National Energy System Operator, reported at half-hourly resolution across each day. Each row is a settlement period with the corresponding national demand in megawatts, alongside related …

Annual measure of a country's true savings rate after accounting for natural resource depletion, pollution damage, and investment in human capital. Sourced from the World Bank's World Development Indicators (indicator NY.ADJ.SVNG.GN.ZS), covering roughly 265 …

Annual measure of agriculture, forestry, fishing, and hunting's contribution to each country's GDP, expressed as a percentage. Sourced from the World Bank's World Development Indicators (indicator NV.AGR.TOTL.ZS), covering 243 countries and regions from 1990 …

Some data that is used to predict churn for products

Full IMF World Economic Outlook database for April 2026, covering 197 economies from 1980 to 2031. Includes consumer price inflation (PCPIPCH), real GDP growth (NGDP_RPCH), GDP at current prices, current account balances, and fiscal …

Net energy imports as a percentage of total energy use for every country, 1960 to 2025, from the World Bank World Development Indicators. Positive values indicate a net energy importer, negative values a net …

Northern and eastern maritime exposure — St. Paul Island, Caribou Point, Hart Island. More exposed / remote automatic stations. Single file merging all ECCC climate stations in this region. Filter by `Climate ID` or …

Offshore Sable Island — distinct marine climate. Three Climate IDs cover instrument and automation changes; use 8204703 for the longest recent continuous record. Single file merging all ECCC climate stations in this region. Filter …