Mobile Gaming Use Cases/Data ScienceData Scientist

How many clan wars does it take for a new clan's matchmaking rating to converge within 100 points of true strength, and do clans with volatile rosters take more than 10 wars to stabilize?

Evaluate clan-level matchmaking rating convergence to ensure fair guild vs guild competition

Metrics & KPIs

Wars to convergencerating volatilityroster stability correlationconvergence accuracy

Required Data

Clan war resultsclan Elo historyroster change eventsconvergence analysis

Data Sources

Data WarehouseTelemetry

Works with tools like

SnowflakeBigQueryRedshiftDatabricksClickHouseMixpanelAmplitudeGameAnalyticsFirebase AnalyticsdeltaDNA

How Bruin answers this

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Bruin AI Data Analyst

How many clan wars does it take for a new clan's matchmaking rating to converge within 100 points of true strength, and do clans with volatile rosters take more than 10 wars to stabilize?

Bruin connects to your Data Warehouse, Telemetry and runs the analysis automatically.

It tracks Wars to convergence, rating volatility, roster stability correlation and delivers the answer in seconds, in Slack, Discord, Teams, Google Chat, WhatsApp, Telegram, email, or your browser.

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