3 types of mappings in Elasticsearch
Dynamic: Elasticsearch detects field types as documents arrive.
Explicit: you define every field upfront. Recommended for production.
Runtime: schema-on-read, no reindexing needed.
Each trades setup speed for indexing control.
6/ Using the full dataset I mapped out the complete organizational structure of the network, including payment totals per user and group.
The interactive org chart can be accessed here:
Password: 123456
Note: Data range is Dec 2025 through Feb 2026. Payment totals are derived from scraped transaction data and may vary slightly.