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Here the instructs say to use a left join:
https://github.com/ryandawsonuk/exercise-ev-databricks/blob/54cfe9ce55904d92da6808bd26e28a0210834be8/batch-processing-gold-2/Batch%20Processing%20-%20Gold%20-%20Solutions.py#L94
But the solution uses an inner join. They actually give the same results as it happens that all requests do have responses. But conceptually I think a left join is intended