The best statistic to determine where to post advertisements for a job fair would be the unemployment rates. This is because areas with higher unemployment rates are likely to have more individuals looking for employment opportunities and therefore would benefit the most from attending a job fair. By targeting areas with higher unemployment rates, the job fair advertisements are more likely to reach individuals who are actively seeking job opportunities.