At the end of the day, Ubuntu has won the hearts of common users. And that is not my opinion, this is simply a matter of numbers.
Read it here
RPM Based Distros Are Simply Not Popular With Newer Users. One final thing that I would like to point out is that with the exception of PCLinuxOS (based on Mandriva), RPM based distros are solid, but unfortunately, they lack hand-holding for beginners.