Context: CREATE TABLE table_25851971_1 (directed_by VARCHAR, us_viewers__million_ VARCHAR)
Question: Who directed the episode with 4.82 million U.S. viewers?
Answer: SELECT directed_by FROM table_25851971_1 WHERE us_viewers__million_ = "4.82"