For many artists, seeing their songs debut on the Billboard Hot 100 is a dream come true. Claiming No. 1 is an impressive feat; however, second is not too bad, especially when you're behind the likes of Taylor Swift, Beyoncé, and Mariah Carey. Here are 20 popular songs that were just shy of topping the chart.