About Specs: Series

Status: Human-readable overview.
Normative definition: See JSON Schema at
spec/schemas/series.schema.json

Aggregated, privacy-preserving behavior series for a topic over time.

Structure: - topic — hashtag or topic key - generated_at — when series was computed
- interval — aggregation window (minute) - points[] — time-ordered data points

Per-point data: - Basic metrics: volume, reshare_ratio, recycled_content_rate - Distributions: acct_age_mix, automation_mix, client_mix
- Coordination signals: burst_score, synchrony_index, duplication_clusters

Privacy guarantees: - k-anonymity ≥ 100 for all data points - No individual post or user data - Categorical distributions only