For a multi-tenant use case, yeah, pretty close to thinking about partitioning.
For other use cases, there can be big gains from cross-shard queries that you can't really match with partitioning, but that's super use case dependent and not a guaranteed result.
As with partitioning, in my experience something like a common key (identifying data sets), tenant id and/or partial date (yyyy-mm) work pretty great