The question
Could the existing dataset support claims about current availability, fastest withdrawals or the best casinos? We examined all 53 exported casino records and all 31 reports. The result is a completeness audit of this sample, not an assessment of the whole live-casino market.
A filled field is not a verified fact
We counted a field as populated when it was non-null and, for strings or lists, non-empty. A populated field can still be old, incomplete or wrong. The original export has record modification dates but no claim-level source-and-check-date records.
| Field | Populated | Missing | Coverage |
|---|---|---|---|
| Provider list | 53/53 | 0 | 100.0% |
| Licence labels | 53/53 | 0 | 100.0% |
| Currencies | 49/53 | 4 | 92.5% |
| Accepted-country field | 3/53 | 50 | 5.7% |
| Restricted-country field | 34/53 | 19 | 64.2% |
| Live table count | 4/53 | 49 | 7.5% |
| Withdrawal limits | 12/53 | 41 | 22.6% |
| Wagering requirements | 15/53 | 38 | 28.3% |
All original casino modification timestamps fall on 5 March 2026. Those timestamps cannot be relabelled as checks performed in September. Current source checks added to selected profiles are a separate evidence layer and are not included in the original-snapshot coverage above.
Provider presence in this sample
Each label is counted at most once per casino. Different providers can occur in the same record, so percentages overlap and do not sum to 100%. Labels are preserved as exported; these figures are not revenue share, player share or a live inventory.
What cannot be inferred
A currency or a language cannot establish legal availability. A provider relationship cannot establish a particular table. A quoted payout string is not a timed withdrawal sample. An imported third-party score is not our own rating, and missing information cannot safely become “no”.
We also found 10 archived reports whose publication timestamp precedes the stored period end. That is a scope warning: those issues cannot be treated as observations collected through the whole stated period. It is not proof that each individual historical statement is false. The archive preserves its original dates and labels this limitation.
Method and reproducibility
The sample is the complete supplied catalogue export, not a random or representative market sample. There are no newly observed player sessions, financial results or test withdrawals in this study. Counts are calculated from the retained snapshot at page render using the definitions above.
53 historical rows, original modification dates, field-presence indicators and provider labels.
Definitions, exclusions, sample date and reproducible counting rules.