Your question is Handling Imbalanced Time Periods. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
How would you handle a dataset for modeling that had too many non-recession periods?