Guess The Genre #1442 (Gathered by Ken Anderson)

Umbrella Meet Me In St Louis Judy Garland Umbrella Rihanna
Umbrella Blue Raincoat Judy Collins Umbrella Run Wild Claudine Longet
Umbrella Gift Deni Lovato Umbrella Papa Dont Preach Kelly Osborne
Umbrella Raindrops Bill Black Umbrella David Byrne Fatboyslim
Umbrella El Scorcho Weezer Umbrella When It Pains Jahbreaker

Answer: Umbrella - Loners/Her - Next is Guess the Genre #1443

Or, I don't want to guess - Show Me A List