Nominal variable 1. genotype 2. blood type 3. zip code 4. gender 5. race 6. eye color 7. political party 8. ethnicity 9. hair color 10. nationality 11. sex 12. name 13. skin color 14. religion 15. marital status Ordinal variable 1. education level 2. economic status 3. income level 4. satisfaction rating 5. age 6. course grades 7. likert scales 8. military rank 9. income level 10. ranking for honor students 11. teacher’s rank 12. transmutation table 13. email messages 14. educational background 15. worksheets number Scale 1. degrees 2. fahrenheit 3. credit scores 4. weight 5. height 6. price 7. time 8. number of customers 9. number of competitors 10. length 11. area 12. population 13. Number of students who identify as religious 14. Years of work experience 15. Number of vehicles owned in the last 10 years