The thing is / It's just that
Used to introduce an explanation, excuse, or justification. Signals that you're about to give a reason for something. Very natural in informal speech.
The thing is, I didn't have time to let you know.
—Why didn't you come? —It's just that something came up.
It's just that I didn't want to bother anyone, that's why I didn't say anything.