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iGaming numbers need footnotes

Metrics, RTP, market signals and compliance data explained with methodology, caveats and adult risk context.

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Igaming analytics: facts, limits and source checks — editorial illustration for Metric Lab
Metric Lab

iGaming Analytics: Metric Dictionary and Cohort Design

An iGaming analytics layer should define person, account, active user, session, deposit, withdrawal, stake, payout and GGY before calculating funnels or retention. Every dashboard needs a reporting timezone, currency rule, test-account filter, late-event policy and cohort key. Without those controls, two correct queries can still answer different questions.

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Sportsbook margin data: terms and risk context — editorial illustration for Metric Lab
Metric Lab

Sportsbook Margin Data: Overround, Hold and GGY

Displayed overround is calculated from a complete set of market odds. Realised hold compares stakes and payouts over settled activity. Regulatory GGY follows the reporting authority's definition and may not match an internal hold field. Put these measures in separate columns with their formula, population, currency, settlement status and period before comparing them.

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How to evaluate gaming compliance reporting without hype — editorial illustration for Compliance Data
Compliance Data

Gaming Compliance Reporting: A Data-Control Checklist

A defensible gaming compliance report connects every field to a definition, source system, owner, reporting period, validation rule, evidence record and revision history. The required submission depends on the licence and jurisdiction; this page is a data-control method, not legal advice or a universal return template.

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Responsible gambling metrics: terms and risk context — editorial illustration for Compliance Data
Compliance Data

Responsible Gambling Metrics: Denominators and Limits

Responsible-gambling reporting should combine tool availability, uptake, intervention delivery, customer response and longer-term outcomes. Every rate needs a denominator and observation window. Behavioural flags are imperfect risk indicators, not diagnoses; measure false positives, missed cases, channel effects and whether an intervention actually reduced risk rather than merely recording contact.

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How to read iGaming data: terms, risk and reader context — editorial illustration for Method Notes
Method Notes

How to Read iGaming Data: Five Questions First

Before comparing an iGaming number, ask five questions: what exactly is measured, which population is covered, what denominator is used, which dates apply and whether the series can be revised. A percentage without its denominator and a revenue figure without its currency, jurisdiction and definition are not analysis-ready data.

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Lab notes

Every metric has a caveat

This layout reads like a research desk: measured terms, methodology cards and no conversion disguised as data.

Lens Metric Lab

RTP, house edge, retention, margin and reporting metrics.

Terms Market Data

iGaming market signals, product categories and research notes.

Risk Compliance Data

Advertising, safer gambling and disclosure metrics.

18+ Method Notes

How to read datasets, dashboards and limitations.

Core guides

Dashboard thinking without dashboard hype

Evergreen explainers built around real search intent, visible sources, 18+ boundaries and responsible limits.

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BC.Game

Partner placement, 18+.

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iGaming Data Labs is an adult 18+ editorial site for explanations, terms checks, risk context and useful routes.

It is not a bookmaker, casino, tipster, official login page or promise of profit.

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The current editorial plan is strengthening answers around: igaming analytics, igaming data hub, igaming data analytics, casino marketing analytics.

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