jaotheboss / PSA_Data-Analytics_Business_Challenge

This challenge was issues by PSA

PSA Data Analytics Business Challenge

This challenge was posed by PSA; Singapore Ports of Authority.

Context:

• 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

Objective:

• 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)

Notes:

• 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.

Link to Raw Data