Because, when you're tasked to preach the gospel you're sent to where the people would be amassed.
Paul even addresses this later in the same chapter:
22 “And now, compelled by the Spirit, I am going to Jerusalem, not knowing what will happen to me there. 23 I only know that in every city the...