Rank is a useful event dimension, not a quality score.
The sample can compare captured activity and settlement across loyalty states because 2,025,238 events carry rank context. It cannot reconstruct exact source-event chronology because no row exposes source event time.
- Observed payout / stake
- 99.05%
- Captured player net
- −$170.42K
What the source can identify without inventing a person.
Each row records an independent visible fact and the strongest identity claim that fact permits.
- 01Independent finding2,025,238rank-context rowsOpen identity evidenceObserved
Most of the settlement tape can be read through a loyalty lens.
2,025,220 ranked rows map to the project’s ordered ladder; 18 captured rank rows remain outside that model.
Identity limit: The ladder is an observed state map, not verification of operator rewards or player status.
- 02Independent finding0rows with source event timeOpen identity evidenceObserved
Collector time defines the edition because source time is absent.
2,264,057 captured events support a collector-time window, but none can be ordered by an independently exposed source timestamp.
Identity limit: Capture order is not presented as exact bet time.
- 03Independent finding18observed denominationsOpen identity evidenceObserved
The fully priced ledger still preserves native denomination context.
2,264,057 rows support normalized USD money while their source denomination labels remain available for segmentation.
Identity limit: Normalization supports accounting comparison; it does not make native rails identical.
Population context without person-level claims.
Rainbet on comparable rankings
Shown only where the underlying fields match
- OpenMost active feedsCaptured events per hour#3/20Eligible-field positionObserved value13.48K/hr
9.57% of the compatible cross-casino event population
Method and calculation
Formula: compatible captured events ÷ collector-window hours
Value: 2,264,057 compatible events across 168.00 collector hours
Caveat: Position applies only to this metric and eligible comparison field.
A visible identifier is not automatically a verified player.
Supported by the data
- 2,264,057 captured events include paired USD stake and return fields (100.00% of the event scope).
- 2,264,057 events are interpreted inside a stated 168h window.
Use with caution
- Rank labels are event-state metadata. They do not independently verify player identity, official progression rules, benefits or the complete membership population.
- Aggregation is permitted; person-level attribution is not.
Not covered
- Licensing, ownership, legal availability, reserves or regulatory compliance.
- Deposits, withdrawals, KYC, account restrictions, support or bonus value.
What to know before using these numbers.
Coverage, interpretation and the path back to the underlying analysis.