Can you blame the person who distracted you for an accident?

In this case, doubtably. You were negligent in (1) Randomly exiting the vehicle and losing control of it and (2) Not knowing how to operate the Emergency/Parking brake.

"I was distracted" is not a valid excuse for hitting someone else's property, especially if it's just a drugstore clerk waving his hands at you.