...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. It included the most famous recording of "Secret Agent Man" which peaked at No. 3 on the Billboard Hot 100.