How is youth unemployment rate defined?

The answer is country specific.However, the normal protocol is

Those young people who are at or above school leave age and are not in eduction, employment or training

Mainly caused by the increased in the number of a country's population causing the unemployment rate to increase as there are less job opportunities available to cater all our demands.