Out of 45 million U.S. arrivals by air and sea whose tourist or business visas expired in fiscal 2015, the agency estimates that about 416,500 people were still in the country this year.

Source: Homeland Security produces first estimate of foreign visitors to U.S. who overstay deadline to leave | Pew Research Center