Complex sentence: Chicago continued to appear in venues worldwide, and in 2004 to 2005 they toured jointly with the band Earth, Wind & Fire.
Split into simpler sentences: Chicago continued to appear in venues worldwide. In 2004--2005 they toured jointly with the band Earth, Wind & Fire.