Real-Time Analytics Pipeline
Real-time analytics: FastAPI, Kafka, TimescaleDB
Votes
6
Comments
6
What this means
Not enough data yet to generate insights.
Prediction
Top-5 finish probability
15%
today
Projected end-of-day votes
6range 5–8
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
1.1×
308 comparable launches
About
Enterprise open-source real-time analytics pipeline: 10K+ events/sec, sub-50ms latency. FastAPI async API, TimescaleDB time-series, Kafka streaming, Redis caching, WebSocket live, Prometheus/Grafana monitoring, OpenTelemetry tracing. Anomaly detection, K8s auto-scaling, 150+ tests. Ideal for IoT, fintech, observability.
Vote & comment velocity
Not enough snapshots yet. Run the snapshot worker every 15 min to build the time-series.
Scores
Velocity20.8
Vote pace vs avg
Momentum20.8
Sustained over 6h
Virality43.5
Spread × engagement
Engagement100.0
Comments per vote