I find that on TB flights I get SSSS almost 50% of the time.
Seems like it could have something to do with...
Solo
Male
One way ticket
Short notice
A few years ago four of us flying home from the same ship via MSY but on four different PNRs all managed to be 'randomly' selected for SSSS.