Before revision:  Classification of POIs is helpful to distinguish the behavior patterns generated by various the productive and social activities . Discussions with evolving confirmed COVID-19 cases suggest the effectiveness and necessity of the public interventions in the COVID-19 containment during the resilience period .
After revision:  Our results show the pandemic reduced the overall bike usage by 64.8\%, then an average increase (15.9\%) in share bike usage appeared afterwards, suggesting that productive and residential activities have partially recovered but far from the ordinary days .