Complex sentence: By the 19th century "pedestrianism", as it was called, had become very popular and the best times recorded in the period were by professionals.
Split into simpler sentences: By the 19th century "pedestrianism", as it was called, had become very popular. The best times recorded in the 19th century were by professionals.