Table schema:
CREATE TABLE table_27714573_1 (directed_by VARCHAR, us_viewers__millions_ VARCHAR)

Question: who are the directors of the episode that had 20.5 millions of north american viewers? 
SQL: SELECT directed_by FROM table_27714573_1 WHERE us_viewers__millions_ = "20.5"