Complex sentence: The bulk of the residents of those two ethnic communities had moved out to other neighborhoods beginning shortly after the turn of the century and were gone long before the depression of the 1930s.
Split into simpler sentences: The bulk of the residents of those two ethnic communities had moved out to other neighborhoods beginning shortly after the turn of the century. Most were gone long before the depression of the 1930s.