Mobile Gaming Use Cases/Data ScienceData Scientist

Are more than 3% of UGC level ratings coming from coordinated vote manipulation rings (accounts rating the same levels within 5 minutes of each other)?

Deploy anomaly detection on rating patterns to identify vote manipulation and preserve the integrity of creator rankings

Metrics & KPIs

Coordinated rating cluster countmanipulation ring sizeaffected levels countfalse positive rate

Required Data

Rating events with timestampsuser network graphsdevice fingerprintsrating distributions

Data Sources

TelemetryData Warehouse

Works with tools like

MixpanelAmplitudeGameAnalyticsFirebase AnalyticsdeltaDNASnowflakeBigQueryRedshiftDatabricksClickHouse

How Bruin answers this

Bruin

Bruin AI Data Analyst

Are more than 3% of UGC level ratings coming from coordinated vote manipulation rings (accounts rating the same levels within 5 minutes of each other)?

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

It tracks Coordinated rating cluster count, manipulation ring size, affected levels count and delivers the answer in seconds, in Slack, Discord, Teams, Google Chat, WhatsApp, Telegram, email, or your browser.

Bruin for mobile gaming

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