Construction
Construction Interpretation
Manufacturing
Manufacturing Interpretation
Mining
Mining Interpretation
Oil And Gas
Oil And Gas Interpretation
Utilities
Utilities 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.
Stefan Wendt. (2026, February 13). Ghana Industry Statistics. Gitnux. https://gitnux.org/ghana-industry-statistics
Stefan Wendt. "Ghana Industry Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/ghana-industry-statistics.
Stefan Wendt. 2026. "Ghana Industry Statistics." Gitnux. https://gitnux.org/ghana-industry-statistics.
Sources & References
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statsghana.gov.gh
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mineralcommissiongh.gov.gh
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ghanabusinessnews.com
- Reference 4EPAepa.gov.gh
epa.gov.gh
- Reference 5GHANACHAMBOFMINESghanachambofmines.org
ghanachambofmines.org
- Reference 6GSTgst.gov.gh
gst.gov.gh
- Reference 7ATLANTICLITHIUMatlanticlithium.com
atlanticlithium.com
- Reference 8GHANAMININGJOURNALghanaminingjournal.com
ghanaminingjournal.com
- Reference 9MOTImoti.gov.gh
moti.gov.gh
- Reference 10WORLDBANKworldbank.org
worldbank.org
- Reference 11MOFEPmofep.gov.gh
mofep.gov.gh
- Reference 12NEWMONTnewmont.com
newmont.com
- Reference 13GALAPAGOSRESOURCESgalapagosresources.com
galapagosresources.com
- Reference 14PERSEUSMININGperseusmining.com
perseusmining.com
- Reference 15GIPCgipc.gov.gh
gipc.gov.gh
- Reference 16ILOilo.org
ilo.org
- Reference 17GHANAMINERALSCOMMISSIONghanamineralscommission.gov.gh
ghanamineralscommission.gov.gh
- Reference 18TRADEtrade.gov
trade.gov
- Reference 19PMMCpmmc.gov.gh
pmmc.gov.gh
- Reference 20ANGLOGOLDASHANTIanglogoldashanti.com
anglogoldashanti.com
- Reference 21GOLDFIELDSgoldfields.com
goldfields.com
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reuters.com
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mincom.gov.gh
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usgs.gov
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ghanatex.com
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cemnet.com
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ppdcghana.org
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fcghana.org
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gmeta.org.gh
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ghaleather.org
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pdc.org.gh
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- Reference 42LCSAlcsa.gov.gh
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petrocom.gov.gh
- Reference 44KOSMOSENERGYkosmosenergy.com
kosmosenergy.com
- Reference 45ENIeni.com
eni.com
- Reference 46TULLOWOILtullowoil.com
tullowoil.com
- Reference 47PNGCpngc.gov.gh
pngc.gov.gh
- Reference 48VANCOENERGYvancoenergy.com
vancoenergy.com
- Reference 49NABCOnabco.com.gh
nabco.com.gh
- Reference 50RIGZONErigzone.com
rigzone.com
- Reference 51OPECopec.org
opec.org
- Reference 52GHANAGASghanagas.com
ghanagas.com
- Reference 53SENTUOILREFINERYsentuoilrefinery.com
sentuoilrefinery.com
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mwrwh.gov.gh
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- Reference 63SHCshc.gov.gh
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pwda.gov.gh
- Reference 69MOGCSPmogcsp.gov.gh
mogcsp.gov.gh
- Reference 70RLGCrlgc.gov.gh
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- Reference 71GCATgcat.gov.gh
gcat.gov.gh
- Reference 72LABOURlabour.gov.gh
labour.gov.gh
- Reference 73GICAgica.org.gh
gica.org.gh
- Reference 74ENERGYCOMenergycom.gov.gh
energycom.gov.gh
- Reference 75GEMgem.gov.gh
gem.gov.gh
- Reference 76VRAIvrai.com.gh
vrai.com.gh
- Reference 77BUIPOWERbuipower.com
buipower.com
- Reference 78TPStps.com.gh
tps.com.gh
- Reference 79ECDecd.gov.gh
ecd.gov.gh
- Reference 80ENERGYenergy.gov.gh
energy.gov.gh
- Reference 81ECGecg.com.gh
ecg.com.gh
- Reference 82NEDCOnedco.com.gh
nedco.com.gh
- Reference 83PURCpurc.gov.gh
purc.gov.gh
- Reference 84EFICefic.org.gh
efic.org.gh
- Reference 85GRIDCOPROgridcopro.com
gridcopro.com
- Reference 86GWCLgwcl.com.gh
gwcl.com.gh
- Reference 87CWSAcwsa.gov.gh
cwsa.gov.gh
- Reference 88WAEPAOwaepao.org
waepao.org







