The basic infectious disease countermeasure against the COVID-19 in public spaces, “ensuring a physical distance,” was quantitatively analyzed through an observational survey conducted in JR Osaka Station Atrium Square. The results showed that the density of holiday visitors increased due to the repetition of the issuance and lifting of four emergency declarations. The density decreased slightly after once increasing. Weekday visitors showed a tendency to keep their distance from passersby.