Question 1: The candidate with the highest number of popular votes and electoral votes is:
Andrew Jackson.
Question 2: Supporters were upset about the outcome of the election because they felt John Quincy Adams made a "Corrupt Bargain" with Henry Clay. This term refers to the belief that Adams and Clay had made a deal to manipulate the election results against Jackson, who had won the popular vote.