One of the popular social media applications in Indonesia is Twitter, which provides microblogging facilities to its users. Especially now that social media applications have been integrated with the capability to include location information. The presence of location sensors on smartphone devices, open the opportunity to map the movement of the population in realtime or near-realtime. The impact of this shifting is that there is a quite massive mobility of the population, which is generally accompanied by traffic congestion. The demographic patterns at the time of the holiday are generally shifted, in which some urban residents will travel to their hometowns. Eid Al-Fitr is a worldwide Muslim feast day, which in Indonesia generally accompanied by tradition of going home (mudik).
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