Optional Activity 2: Descriptive Statistics and Exploratory Analysis

[Imran_Khan]

1. Which variable had the most variability?
   I would say Social Anxiety and the greater amount of variability as it had a much larger standard deviation when compared with GPA.
2. What pattern (if any) can be observed between Social Anxiety and GPA?
   Based on the Social_Anxiety vs GPA scatter plot, there is a negative correlation between the variables.
3. Are there any outliers in GPA or Social Anxiety scores?
   There appears to be only one (1) outlier if any, that corresponds to the data point (40,3).
4. Do GPA scores differ consistently across years?
   Based on the box plots, the mean GPA is consistently increasing with year of study.

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