Not really. Find almost any Taylor Swift video and it has over 1 Billion views. The secret is to find songs that are popular with kids, or younger people. They're the ones watching the videos. You won't find too many Yo-Yo Ma Youtube videos with over a billion views, and that dude is a musical genius.
Look at every musician on this top list. It's all kid pop music.
List of most viewed YouTube videos - Wikipedia, the free encyclopedia
1. "Gangnam Style" Psy -- 2,510,945,587
2. "Blank Space" Taylor Swift -- 1,446,094,582
3. "See You Again" Wiz Khalifa featuring Charlie Puth -- 1,417,594,107
4. "Uptown Funk" Mark Ronson featuring Bruno Mars -- 1,341,390,719
5. "Shake It Off" Taylor Swift -- 1,307,433,544
6. "Baby" Justin Bieber featuring Ludacris -- 1,296,885,401
7. "Dark Horse" Katy Perry featuring Juicy J -- 1,277,809,246
8. "Bailando" Enrique Iglesias featuring Descemer Bueno and Gente De Zona -- 1,276,086,123
9. "Roar" Katy Perry -- 1,246,754,724
10. "All About That Bass" Meghan Trainor -- 1,246,142,292