Q2

In the second question, you are going to use the independent sample t test to carry out the analysis. The grouping variables that can be used in this question are Q46A and Q47C. The values assigned to the groups will take the values 0 and 1.

This information was segregated by gender. This scenario aimed to determine if there is a statistically significant difference between North Africa and Southern Africa regarding these perceptions. There are three methods for establishing statistical significance. Given recent social change movements in North Africa, the data indicates that there was little statistical difference between the date in the table and the most recent movement.

Q2

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In this situation, the independent t-test is the optimal method for doing the study. In this data collection, the variables Q46A (Level of democracy: today) and Q47 (Level of democracy: South Africa) are used (0-10 scale). This information was segregated by gender. This scenario aimed to determine if there is a statistically significant difference between North Africa and Southern Africa regarding these perceptions. There are three methods for establishing statistical significance. Given recent social change movements in North Africa, the data indicates that there was little statistical difference between the date in the table and the most recent movement.

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