My question is could you be pregnant and get your period and not know?

Yes

Possible but rare and unlikely. And technically when that happens it's not really your period. If you think you might be pregnant you should take a pregnancy test.

Yes, it can happen. A friend of mine had her period for 4 months and didn't know she was pregnant until she started gaining weight and having cravings. So, it is very possible.