This paper analyzes cell phone data from March through mid May, finding that private, self-regulating changes in behavior explained about 75% of the decline in foot traffic across most industries, while restrictive regulation (including school closures) had more influence on essential retail foot traffic and the fraction of cell phones that remained at home all day.