There are currently no snapshots available for the streaming API only the data going forward.
The streams maintain data for 1 week, so it should be possible to go back a full week. However, this 1 week timepoint depends on the rate of messages coming through the stream and is not currently available on demand.
In some instances, by moving the timepoint back in large jumps it is possible to access earlier data.