Analytics Module

Analytics Overview

Real-time server metrics, health scoring, and community insights

👑 Pro

What is Analytics?

SYNTHET Analytics provides comprehensive tracking of your server's health, member activity, growth trends, and engagement metrics. Monitor what's happening in your community with real-time dashboards, detailed reports, and actionable insights to drive growth and engagement.

Key Features

Health Scoring

Single 0-100 score reflecting overall server wellness with component breakdowns

Real-Time Metrics

Live tracking of messages, members, voice activity, and engagement as it happens

Growth Analytics

Member joins, leaves, retention rates, and net growth trends over time

Activity Heatmaps

Visualize peak hours and active days to schedule events and announcements

Channel Analytics

Understand activity distribution across channels and identify engagement patterns

Customizable Alerts

Set thresholds for activity drops, member changes, and health score events

Getting Started

Analytics is enabled automatically when SYNTHET joins your server. Start exploring your data with these quick steps:

1

Open Analytics Dashboard

Use the slash command /analytics dashboard or visit the web dashboard to see all metrics.
2

Check Your Health Score

Run /analytics health to see your server's overall wellness and identify improvement areas.
3

Review Growth Trends

View member growth, join/leave rates, and retention statistics with /analytics growth.
4

Explore Activity Patterns

Check /analytics heatmap to see when your community is most active.
5

Configure Alerts

Set up alerts with /analytics alerts to stay notified of important changes.

Core Metrics

These fundamental metrics provide insight into your community's health and engagement:

Health Score (0-100)

Overall server wellness combining activity, member retention, engagement, security, and trend health.

  • 90-100: Excellent - Thriving community with strong engagement
  • 75-89: Good - Healthy activity and stable growth
  • 50-74: Fair - Some concerns, growth opportunities available
  • 25-49: Poor - Significant issues requiring attention
  • 0-24: Critical - Serious problems affecting community

Engagement Rate (%)

Percentage of active members versus total members. Target 50%+ for excellent engagement; 30-50% is healthy.

Member Churn Rate

Members leaving per day/week. Lower is better. Track trends to improve retention strategies.

Message Velocity (per hour)

Average messages sent. Indicates overall activity level and community conversation health.

Growth Rate (net/day)

Net member growth (joins minus leaves). Positive indicates expansion; negative indicates decline.

Analytics Commands

CommandDescription
/analytics dashboard
e.g. /analytics dashboard
Open the interactive analytics dashboard with all metrics
/analytics health
e.g. /analytics health
Display server health score with component breakdowns
/analytics growth
e.g. /analytics growth
Show member growth trends and retention statistics
/analytics heatmap
e.g. /analytics heatmap
View activity patterns by day and hour
/analytics channels
e.g. /analytics channels
Analyze activity distribution across channels
/analytics alerts
e.g. /analytics alerts set health 75
Configure and manage alert thresholds
/analytics export
e.g. /analytics export csv
Export analytics data as CSV or JSON

Data Collected

Analytics collects aggregated, anonymized data only:

Activity Data

  • • Messages sent and timestamps
  • • Reactions and mentions
  • • Voice channel participation
  • • Bot command usage

Member Data

  • • Join and leave timestamps
  • • Member count trends
  • • Role change events
  • • Active member counts

Channel Data

  • • Messages per channel
  • • Active members per channel
  • • Channel creation/deletion
  • • Activity distribution

Temporal Data

  • • Activity by day of week
  • • Peak activity hours
  • • Growth over time
  • • Trend analysis

Privacy & Data Security

All analytics data is anonymized and aggregated. Individual message content is never stored. Data is encrypted in transit and at rest. You can configure retention periods and delete data anytime. SYNTHET complies with Discord ToS, GDPR, and CCPA regulations.

Best Practices

Review your health score weekly to track progress. Act on alerts within 24 hours. Use activity heatmaps to optimize event scheduling. Correlate analytics with real events (updates, conflicts, etc.). Share insights with your team to make data-driven decisions. Configure alert thresholds to match your community's patterns.

Access Control

Control who can view analytics in your server:

Admin Only

Only server administrators can view analytics. Secure for sensitive data.

Role-Based Access

Grant access to specific roles (Moderators, Leaders, etc.). Recommended for transparency.

Public Access

All members can view analytics. Great for community-driven servers.

Is Analytics enabled by default?
Yes, Analytics is automatically enabled when SYNTHET joins your server and begins collecting data immediately.
What is the difference between Analytics and Behavioral Insights?
Analytics shows what happened (raw metrics, counts, trends). Behavioral Insights explains why it happened (anomaly detection, patterns, health analysis).
How far back does Analytics data go?
By default, Analytics retains data for 90 days. You can configure retention periods from 30 days to 2 years in settings.
Can members opt out of Analytics tracking?
Members cannot opt out as Analytics tracks aggregated, anonymized data only. No individual user message content is stored.
How often is Analytics data updated?
Analytics updates in real-time as events occur. Dashboard reflects current metrics within seconds.
Can I export Analytics data?
Yes, use /analytics export to download data as CSV or JSON for external analysis or reporting.

Next Steps

Explore detailed documentation for each Analytics feature:

Docs HomeAnalytics Dimensions