How It Works
- Historical CCU data is collected every 5 minutes
- Data is aggregated into daily or hourly buckets
- Prophet model is trained daily (4 AM) on the aggregated data
- Forecasts project 7–30 days into the future with confidence intervals
Features
- Point forecasts: Expected CCU for each future day
- Confidence intervals: Upper and lower bounds showing prediction uncertainty
- Trend decomposition: See seasonal patterns (weekday vs. weekend, holidays)
- Multiple horizons: Short-term (7d) and long-term (30d) projections
API Endpoint
Plan Limits
| Plan | Forecast Access |
|---|---|
| Explorer | — |
| Builder | Basic (7-day) |
| Studio | Advanced (30-day + confidence) |