Mobile Gaming Use Cases/Data ScienceData Scientist

Does the trending algorithm surface content from at least 50 unique creators per day, and are new creators (less than 5 published levels) receiving at least 10% of trending impressions?

Audit the UGC trending algorithm for creator diversity and new creator exposure to prevent monopolistic content surfacing patterns

Metrics & KPIs

Unique creators in trendingnew creator impression shareGini coefficientalgorithmic diversity score

Required Data

Trending algorithm output logscreator diversity metricsimpression distributioncreator tenure data

Data Sources

Data WarehouseTelemetry

Works with tools like

SnowflakeBigQueryRedshiftDatabricksClickHouseMixpanelAmplitudeGameAnalyticsFirebase AnalyticsdeltaDNA

How Bruin answers this

Bruin

Bruin AI Data Analyst

Does the trending algorithm surface content from at least 50 unique creators per day, and are new creators (less than 5 published levels) receiving at least 10% of trending impressions?

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

It tracks Unique creators in trending, new creator impression share, Gini coefficient 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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