Who is it that Scout says she and Jem hate, and why

That would be Mrs. Dubose. On their way to meet Atticus after work, Scout and Jem have to pass by Mrs. Dubose's house. Mrs. Dubose is a very mean, sick old lady who sits on her front porch and yells insults at Jem and Scout as they pass by.