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Expenditure on research and development performed in the UK in 2017 as a percentage of gross value added, by NUTS 1 regions.
/economy/governmentpublicsectorandtaxes/researchanddevelopmentexpenditure/adhocs/010290analysisofexpenditureonresearchanddevelopmentperformedintheukasapercentageofgrossvalueaddedbynuts1regions2017