I've experienced this my last few flights out of SNA, mostly on DL.

As mentioned as long as the winds are fairly calm either direction can be used and taking off towards the north would be more preferable for noise issues.

During the "conga line" hour it is most likely most efficient getting the planes off the ground quickly being the first commercial aircraft landing probably isn't for at least until around 7:30am on weekdays.