The number of people incarcerated in the United States is higher than any other nation in the world. Although that figure has decline in recent years according to the federal Bureau of Justice Statistics, there were slightly under 1.5 million people in prison at the end of 2017. If you gathered those people in one place, it would be one of the largest cities in the country.