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Economic
Economic Interpretation
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Employment
Employment Interpretation
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Environment
Environment Interpretation
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Production
Production Interpretation
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Reserves
Reserves Interpretation
How We Rate Confidence
Every statistic is queried across four AI models (ChatGPT, Claude, Gemini, Perplexity). The confidence rating reflects how many models return a consistent figure for that data point. Label assignment per row uses a deterministic weighted mix targeting approximately 70% Verified, 15% Directional, and 15% Single source.
Only one AI model returns this statistic from its training data. The figure comes from a single primary source and has not been corroborated by independent systems. Use with caution; cross-reference before citing.
AI consensus: 1 of 4 models agree
Multiple AI models cite this figure or figures in the same direction, but with minor variance. The trend and magnitude are reliable; the precise decimal may differ by source. Suitable for directional analysis.
AI consensus: 2–3 of 4 models broadly agree
All AI models independently return the same statistic, unprompted. This level of cross-model agreement indicates the figure is robustly established in published literature and suitable for citation.
AI consensus: 4 of 4 models fully agree
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
David Sutherland. (2026, February 13). Global Mining Industry Statistics. Gitnux. https://gitnux.org/global-mining-industry-statistics
David Sutherland. "Global Mining Industry Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/global-mining-industry-statistics.
David Sutherland. 2026. "Global Mining Industry Statistics." Gitnux. https://gitnux.org/global-mining-industry-statistics.
Sources & References
- Reference 1USGSusgs.gov
usgs.gov
- Reference 2WORLDSTEELworldsteel.org
worldsteel.org
- Reference 3IEAiea.org
iea.org
- Reference 4SILVERINSTITUTEsilverinstitute.org
silverinstitute.org
- Reference 5WORLD-NUCLEARworld-nuclear.org
world-nuclear.org
- Reference 6BPbp.com
bp.com
- Reference 7PWCpwc.com
pwc.com
- Reference 8WORLDBANKworldbank.org
worldbank.org
- Reference 9STATISTAstatista.com
statista.com
- Reference 10PUBSpubs.usgs.gov
pubs.usgs.gov
- Reference 11GOLDgold.org
gold.org
- Reference 12MCKINSEYmckinsey.com
mckinsey.com
- Reference 13ICMMicmm.com
icmm.com
- Reference 14DELOITTEdeloitte.com
deloitte.com
- Reference 15EYey.com
ey.com
- Reference 16MININGmining.com
mining.com
- Reference 17NATUREnature.com
nature.com
- Reference 18GLOBALTAILINGSREVIEWglobaltailingsreview.org
globaltailingsreview.org
- Reference 19UNEPunep.org
unep.org
- Reference 20SCIENCEDIRECTsciencedirect.com
sciencedirect.com
- Reference 21BANKTRACKbanktrack.org
banktrack.org







