...And I Know You Wanna Dance was Johnny Rivers's sixth official album, and was his fourth live album. It was recorded live at the Whisky a Go Go in Los Angeles, California. The album was on the Billboard Charts for 21 weeks, and reached No. 52.[3] It included the most famous recording of "Secret Agent Man" which peaked at No. 3 on the Billboard Hot 100.[4]