With the fast development and popularity of Information and Communication Technology (ICT) and the Internet of Things (IoT), there has been a boom in spatial data in recent years. Such data flow with large volume, high velocity and big variety is becoming a hotspot for urban studies and planning research (Batty, 2012; Geertman et al., 2017).