Analytics Platform & KPIs
v5.0 analytics platform (shipped March 10, 2026) — event store, schema registry, k-anonymity engine (k ≥ 25), and four production dashboards for community operators.
Data-Driven Platform Management
Agora implements comprehensive metrics tracking and analytics to monitor platform health, user engagement, and settlement sustainability. All metrics are tracked daily and aggregated for trend analysis and decision-making.
Our analytics system provides real-time insights into platform usage, voting patterns, and Canton settlement activity. This data-driven approach ensures informed decisions about platform development, reward adjustments, and resource allocation.
Key Performance Indicators (KPIs) are monitored continuously to track progress toward platform goals and identify areas for improvement.
Platform Metrics
Community Health Dashboard
Growth
New member signups over time, k-anonymity enforced (k ≥ 25)
Activation
Percentage of new members who complete at least one action within 7 days
Retention & Cohort
Cohort retention curves and churn analysis from CommunityDailyAggregate
Churn
Members inactive for 30+ days; early warning signals
Social Health Dashboard
Engagement
Posts, comments, boosts/squashes, derived from PostDailyAggregate
Moderation Risk
Brigading detection, RLN-flagged content, report rate spikes
Content Quality
Boost-to-squash ratio, comment depth, UniRep reputation signals
Response Times
Moderation queue latency, community response turnaround
Funnel Analytics
Poll Funnel
View → register → vote → claim reward (conversion at each step)
Member Funnel
Discover community → join → first post → repeat engagement
Post Funnel
View → read → react/boost → comment → thread participation
Schema Registry
Type-safe event tracking; every funnel metric auditable
Canton Settlement Dashboard
CC Settled
Rewards settled privately in Canton Coin via the shielded fee pool
Fees Settled
Poll-activation fees settled in Canton Coin through the shielded fee pool
Validator Status
Live Canton mainnet validator status and settlement throughput
Shielded Fee Pool
Shielded fee pool commitments (Poseidon2 + Merkle proofs) hiding amounts
Key Performance Indicators (KPIs)
Daily Active Users (DAU)
High10,000+
Users who vote or interact with the platform daily
Monthly Active Users (MAU)
High100,000+
Users who participate in at least one poll per month
Vote Participation Rate
High60%+
Percentage of eligible voters who cast votes in polls
Poll Activation Rate
Medium50+ per day
Number of new polls activated daily
Canton Coin Settlement Success
High>99%
Success rate of private Canton Coin settlements for token operations
Shielded Fee Throughput
Critical>95%
Shielded fee pool deposits settled successfully with amounts hidden
ZK Proof Success Rate
High>95%
Percentage of successful ZK proof generations
Canton Settlement Success
Critical>98%
Success rate of Canton ledger vote recordings
Analytics Capabilities
Event Store + Schema Registry
Type-safe event tracking powered by a shared schema registry. Every metric is provably derived from events that passed schema validation. Raw events expire after aggregation; only k-anonymized aggregates persist.
k-Anonymity Enforcement (k ≥ 25)
Every metric query is validated against a k ≥ 25 threshold before results are released. Groups with fewer than 25 members are suppressed or bucketed. No dashboard can expose individual user behavior.
Daily Aggregate Tables
Three precomputed aggregate tables drive dashboards: PollDailyAggregate, CommunityDailyAggregate, and PostDailyAggregate. Queries hit the aggregates rather than raw events — fast, privacy-preserving, auditable.
Privacy-Preserving Analytics
No individual behavior is ever exposed — not even to organization admins. All insights are aggregate, all queries are k-anonymized, all event traces are purged after aggregation windows.
Metric Tracking & Reporting
Agora tracks metrics at multiple levels to ensure comprehensive platform monitoring:
Daily Metrics
- Aggregated daily snapshots stored in database
- 7-day and 30-day rolling averages
- Trend analysis and growth tracking
Real-Time Metrics
- Live dashboard updates
- Current poll and vote counts
- Active user tracking
Privacy-Preserving Analytics
All metrics are aggregated and anonymized. Individual user data is never exposed in analytics. Demographic data is only used in aggregate form for statistical analysis, maintaining user privacy while providing valuable insights.