We found that there is a strong, significant correlation (ρ = 0.57, p-value < 10 −6 ) between the word embedding association between gender and occupation and the number of people of each gender in the United Kingdom working in those roles. This supports a similar finding for U.S. employment statistics using an independent set of occupations found in <cite>[3]</cite> .