It's pretty hard to make a connection if you are in a city where no one knows you. I had a similar experience in Houston a month ago. I was only going to be there for a day. I introduced myself in the welcome waggon and sent PMs to perspective ladies.
I got zero replies.
It happens. It especially happens if your job demands you to be extremely flexible.
Semper Gumbi