A few questions about the data:
1. How is it collected? From a survey, or grabbed from user FB profiles?
2. What is the platinum albums variable? Maybe the number of platinum albums that the user likes on FB??
3. Why are there some "male" entries in the f_gender column, and some "female" entries in the m_gender column?