This challenge was posed by PSA; Singapore Ports of Authority.
- We were given data on the usage and platform traffic of PSA's proprietary software - PortNet
- The data focused on the Haulier demographic
- The data detailed the different actions these Hauliers used on PortNet
- The data included the timing of these actions, which user performed the action, which organisation this user is from
- We were given a separate data file detailing the browser and software platform that the user used to access PortNet
- To analyse the data to find user patterns
- To analyse the data to find the affects of Covid-19
- To find ways and means to enhance the user experience
- Many more. (Refer to the Context page of the Report)
- Both Python and R codes were used for the analysis. R was used mostly for some visualisations.
- Bulk of the analysis and cleaning was done in Python
- This Git should consist of several Python and R files, and only 1 PDF file detailing our findings and efforts.