Complex sentence: The opposition caucus initially chose William Alexander Macdonald as its leader; when Macdonald's riding victory was annulled in 1893, however, Davidson was chosen in his place.
Split into simpler sentences: The opposition caucus to which he belonged initially chose William Alexander Macdonald as its leader. When Macdonald's constituency election was overturned in 1893, Davidson was chosen in his place.