Down-sampling to reduce cardinality?

Hi,

Can down-sampling help reduce high cardinality?

Thanks.

I guess the question is does reducing the amount of data reduce the uniqueness of the series? I think it does for example down sampling data to average of 30 minutes will reduce the data and uniqueness.

Can anyone confirm this?