- Were you born in America or has your employer held your pay down because you have a green card?
- How many times have you changed jobs (each time probably leads to a $15k bump or more!)
What garbage. If you're going to do an analysis like this try to teach us something interesting by looking at numerous factors (race, sex, age, major, do you have a github, public speaking skill, number of raises asked for, etc)