gmail-trends

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

1. Fetch data for the period
2. Run scripts/trend_analyzer.py for time-series aggregation
3. Calculate moving averages and trend lines
4. Detect anomalies and spikes
5. Generate trend visualization data

Output

• GMAIL-REPORT-TRENDS.md