Data that can be incrementally refreshed should have the option to never expire.
Agreed, we have an internal ticket for this feature already but no specific timeframe in mind. You can always set the expire time to a very large number in the meantime.
I have a dataset that I set to incremental refresh that expired even though I set it to Never Expire. Could this be related?