Sampling and Experiments · Challenge problem

A district has $20$ schools with exactly $50$ students each. A two-stage sample first chooses $5$ of the schools by simple random sampling, then chooses $10$ students by simple random sampling inside each chosen school. Two friends attend the same school. What is the probability that both of them end up in the sample? Express your answer as a common fraction.