Abstract – This paper addresses the group assignment question set for DIT, MBA, Year 1,DT348. The question is answered using the IBM SPSS tool and uses the following steps. 1- Initial uploading to SPPS -Examination and exploration of the dataset in variable view 2- Initial frequency table exploration of the

Abstract –

This paper addresses the group assignment question set for DIT, MBA, Year 1,DT348. The question is answered using the IBM SPSS tool and uses the following steps.

1- Initial uploading to SPPS -Examination and exploration of the dataset in variable view

2- Initial frequency table exploration of the complete dataset

3- Dataset cleaning – identification and removal of outliers

4- Secondary frequency table exploration of cleaned dataset

5- Initial boxplot graphical comparison of the dataset

6- Binning of the data to allow for crosstab and chi squared testing

7- Correlation table

8- Data modelling

9- Conclusion