Complex sentence: The celebration actually starts the Monday before Labor Day with various evening-time cultural festivals and culminates with the grand parade that takes place the Sunday before Labor Day.
Split into simpler sentences: The celebration actually starts the Monday before Labor Day with various evening-time cultural festivals. It then culminates with the grand parade that takes place on the Sunday before Labor Day.