Complex sentence: After this incident, Mather preferred to leave town so, he went by horse to San Francisco, where he took a ship to Vancouver.
Split into simpler sentences: After this incident, Mather preferred to leave town. He went by horse to San Francisco, where he took a ship to Vancouver.