There are many websites that offer student discounts for shopping. Two that we could recommend you to check out are below. Remember, you need your .edu email address activated before you can use the websites listed.
You might also want to see if you are eligible for any of the discounts listed here. Unfortunately, public transport in New York does not offer any discounts to university students.