# Engagement analysis specification

Define the metric and coverage test before asking for a ranking or comparison.

## Query

For [selected sources] during [period], analyze [one metric: reactions, views, or forwards] using [raw or stated normalization]. Report eligible and measured counts, pending or missing items, the ordered results, and citations to the measured posts.

## Inputs

- **Metric:** One captured engagement field used consistently across the result.
- **Normalization:** Raw count or a specified denominator appropriate to the question.
- **Minimum coverage:** The measured proportion required before making a comparative statement.

## Expected output

- Ordered metric table with citations
- Eligible, measured, pending, and missing counts
- Interpretation limited by denominator and coverage

## Review checks

- [ ] Do not rank missing snapshots as zero
- [ ] Keep captured time and post time distinct
- [ ] Avoid treating engagement as evidence of truth