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A further limitation is the reliance on ONS figures for the number of women in each ethnic group.
ONS figures showed unemployment on the "labour force survey" measure fell to 2.02m in the three months ending in July.
On Wednesday, however, the ONS figures showed average earnings rising by 1.7%, lower than the rate of inflation at 2.2%.
The ONS figures are calculated on mortgage completions, as produced in the Council for Mortgage Lenders' regulated mortgage survey.
Underscoring the pressures firms face, ONS figures published alongside the inflation update showed another rise in factory costs.
Labour and the Tories clashed on the economy after the ONS figures provided armoury for both campaigns.
This is in line with similar ONS figures which found the proportion of 16 to 24-year-olds who drink had fallen two-thirds between 2005 and 2014.
What do the ONS figures say?
Department store sales also rocketed at the fastest annual pace since 1996, the ONS figures showed.
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However, there was no suggestion that the ONS figures were inaccurate.
The Federation of Small Businesses in Wales said the ONS figures made heartening reading.
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