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This statistic displays the seasonally adjusted unemployment level of women in the United States on a monthly basis. Seasonal adjustment is a statistical method for removing the seasonal component of a time series that is used when analyzing non-seasonal trends. About 5.2 million women were unemployed in May 2013.