Are things like this usually targeted, I.e. the hackers know enough about you to know who you are and you probably know their names or at least know someone the

Are things like this usually targeted, I.e. the hackers know enough about you to know who you are and you probably know their names or at least know someone they know? How do hackers even pick their targets?