What is odd about Atticus' behavior and why does Jem with Scout and Dill tagging along follow him to town?

Atticus got in his car late at night to go somewhere. This is unusual for Atticus because he usually walks everywhere he needs to go. Jem, Scout and Dill follow him to town because they are curious to where he is going.