Katy Perry and Miley Cyrus in most popular Fourth of July YouTube songs

Billboard magazine has revealed that YouTube data collected from 2013-2015 shows a spike in 14 songs in particular on the Fourth of July every year.

Katy Perry's 'Firework' and 'Teenage Dream', and 'Party In The USA' by Miley Cyrus both feature on the list, but it also includes some more traditional American anthems. You can see the full list below.

Earlier today, 5SOS's Ashton Irwin remarked upon all the songs that have references to the holiday, tweeting: "Songwriters rejoice around the world today for the lyric "light it up like the 4th of July"."

Other stars have been celebrating Independence Day online and Nathan Sykes tweeted: "Happy 4th of July to those of you who celebrate it!! Looking forward to being back in the US in a few weeks!!"

1. “God Bless the U.S.A.,” Lee Greenwood
2. “Courtesy of the Red, White and Blue (The Angry American),” Toby Keith
3. “The Star-Spangled Banner”
4. “God Bless America”
5. “Yankee Doodle”
6. “Streets of Philadelphia,” Bruce Springsteen
7. “Hope on the Rocks,” Toby Keith
8. “The Star-Spangled Banner,” Jennifer Hudson at 2009 Super Bowl
9. “Firework,” Katy Perry
10. “American Pie,” Don McLean
11. “Party in the U.S.A.,” Miley Cyrus
12. “Teenage Dream,” Katy Perry
13. “Red Solo Cup,” Toby Keith
14. “Fortunate Son,” Creedence Clearwater Revival