Server Overview
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Messages Per Day
Monthly Message Volume
Busiest Hours
Day of Week
Top Channels
Message Activity
Temporal patterns and communication flow
Full Message Timeline
Monthly Totals
Day of Week Distribution
Hour of Day Heatmap — Activity Intensity
User Engagement
Participation metrics and engagement rankings
Engagement Leaderboard
Top Posters by Message Count
Average Message Length (top users)
Engagement Score Breakdown
User Tenure — First vs Last Seen
| Username | First Message | Last Message | Total Messages | Active Span |
|---|
Channels
Channel activity, sync health, and pinned messages
Message Count by Channel
Channel Sync Status
| Channel | Type | Last Synced | Corrected | Edits Det. | Deletes Det. | Time Since Sync |
|---|
Pinned Messages
Reactions & Engagement
Emoji usage and most-loved messages
Top Emoji Reactions
Reaction Distribution
Most Reacted Messages
Backup Health
Run history, reliability, and sync diagnostics
Success vs Failure
Monthly Backup History
Recent Backup Runs
| ID | Type | Status | Started | Duration (min) | Messages | Attachments | Channels |
|---|
Stale Channels (no sync in 7+ days)
Unprocessed Message Deltas
Security & Audit
Leaked tokens, invites, attachments, and mod activity
User Roles Hierarchy
| Username | Roles |
|---|
Top Attachment Senders (Malware Risk)
| Username | Files | URLs Sample |
|---|
Potential Leaked Secrets / Tokens
| Date | User | Channel | Content Snapshot |
|---|
Invites & OAuth Links
| Date | User | Channel | Content |
|---|
Recent Mod/Admin Chat Activity
| Date | User | Content |
|---|