Data Commons

Beta Test Version 1.0


This project generates crowd index, describing the level of crowdedness using image processing algorithms. This comprises temporal data with data resolution of one crowd index every 30 seconds per camera.

Cisco MSE

The CISCO Mobility Services Engine (MSE) processes the WiFi device information collected by the CISCO WiFi access points to localize WiFi devices.

Shuttle Bus Mobility and WiFi Device Sessions

It provides mobility information on the NUS Shuttle Bus services and information on the number of WiFi devices connected to the WiFi access points inside the Shuttle Bus.

NEA Weather

It captures 2 Hourly historical records that are updated on an hourly basis.

LTA Traffic

It provides historical updates on incidents occurring on the roads, including Accidents, Vehicle Breakdowns, Obstacles, Road Blocks, Traffic Diversions, etc.

IOT Sensor Data

It provides historical updates on signal strength of nearby WiFi devices, signal strength of nearby Access Points (AP), as well as environmental data such as concentration of various gases, light intensity level, sound level, temperature, humidity level.

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