| name | gmail-trends |
| description | Trend analysis across time periods. Compares email activity across days, weeks, or months to surface seasonality, spikes, and long-term patterns.
|
gmail-trends — Trend Analysis
Purpose
Identify trends in email activity over time by comparing volumes across
days, weeks, or months to detect seasonality, spikes, and behavioral shifts.
Trigger
/gmail trends year
/gmail trends month
What It Reports
- Volume by day/week/month over the period
- Busiest and quietest periods
- Volume trend direction (increasing, stable, decreasing)
- Spike detection with context
- Year-over-year or month-over-month comparison
- Seasonality patterns
Workflow
- Fetch data for the period
- Run
scripts/trend_analyzer.py for time-series aggregation
- Calculate moving averages and trend lines
- Detect anomalies and spikes
- Generate trend visualization data
Output