Operational insights
Activity & analytics
Real-time staff leaderboards, activity heatmaps, and server-wide statistics.
Analytics categories
Member activity
Track joins, leaves, timeouts, and participation over time.
Staff leaderboards
Rank moderators by actions (24h, 7d, 30d, all-time).
Moderation heatmaps
Visualize when and where violations cluster.
Server statistics
Overview of membership size, active users, and trends.
Core features
- Real-time activity dashboard with refresh rates.
- Staff leaderboards across multiple time windows.
- Heatmaps showing violation patterns and hotspots.
- Member join/leave tracking and churn analysis.
- Time-window analytics for trend detection.
- Export capability for external reporting.
Leaderboard metrics
Staff performance is measured across these dimensions.
Bans issued
Total bans per staff member in the time window.
Warnings given
Total warnings and cautions issued.
Kicks executed
Quick actions taken on unruly members.
Cases handled
Number of incidents assigned or resolved.
Use cases
- Identify top performing moderators for recognition.
- Spot quieter staff members who need coverage.
- Detect repeat offenders through activity heat.
- Validate staffing efficiency in real time.
- Support performance reviews with quantified metrics.
Common commands
Pull data and insights from the analytics system.
- 1.Check ,stats for server-wide activity overview.
- 2.Use ,leaderboard [7d] for weekly top staff.
- 3.View ,heatmap for violation distribution.
- 4.Track ,joinleave for membership trends.
- 5.Export data for external reporting systems.
Related systems
Analytics feeds from moderation and staff operations.