In addressing this question try to consider the following:

• What type of data do you have in the dataset? (Numerical or string, dummy/categorical or continuous)
• How many variables do you have? What are the types of variables you have?
• Are there variables containing missing observations? How do you handle the missing information? Could it be a problem if we have missing observations?
• Is there any variable that is important in explaining the determinants of academic achievement and career prospects of students but is missing in the data? Explain your answer.
• Overall, how would you regard the quality of your data?
•  

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