IS428 2016-17 Term1 Assign3 Yang Chengzhen

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Description

After the successful resolution of the 2014 kidnapping at GAStech’s Abila, Kronos office, GAStech officials determined that Abila offices needed a significant upgrade. At the end of 2015, the growing company moved into a new, state-of-the-art three-story building near their previous location. Even though the employee morale rose somewhat with the excitement of the new building, there are still a few disgruntled employees in the company.
This project aims to identify the patterns and problems arose after moving to the new office building for GASTech. This is achieved by using GASTech operational data sets, including:

  • Proximity sensor data for each of the prox zone regions
  • Proximity sensor data from Rosie the mobile robot
  • HVAC sensor readings and status information from each of the building’s HVAC zones
  • Hazium readings from four sensors

Data Preparation

Create HH:MM:SS Field from timestamp

To analyse the moving pattern over each day, we need to extract time from the date since tableau does not support auto extract well.

Data Visualization and Findings

Patterns of Employees by Prox Card Dta

Notable pattern in Building data

Notable anomalies or unusual events

Observed relationships between the proximity card data and building data elements

Visualization Software

Final Outcome

Conclusion

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