Inspect timestamps
Compare settlement times between adjacent rounds. An unusually large gap may be a natural pause, a table shutdown or a collection interruption; investigate before assuming which one it is.
Inspect event identifiers
Where source round IDs are available, use them to detect duplicates and possible gaps. A source can also revise or resend records, so ingestion should be idempotent.
Reconcile the dashboard
Verify that total outcome counts add up to the recorded round count and that the latest event time is recent enough for a live-monitoring claim. Flag incomplete windows.
Working with the historical data
For a useful comparison, specify the recording date, timezone, game table and observation window. A historical count without those details can easily be interpreted outside the circumstances in which it was measured. Distinguish theoretical probabilities described in game rules from estimated frequencies measured in a particular data source.
Record-based tools are most useful when they make observations reproducible. If a chart cannot be reconciled with the underlying event history, it needs a data-quality review before anyone treats its values as authoritative.
Frequently asked question
Why is this important for bonuses?
A missed event can change an apparent 40-round absence into a very different streak.