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on-chain-analytics
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skills/crypto/on-chain-analytics/SKILL.md
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# On-Chain Analytics
## When to Activate
- Analyzing blockchain data for trading signals (whale movements, exchange flows, network health)
- Evaluating crypto asset fundamentals using on-chain metrics
- Building or interpreting dashboards from Glassnode, Nansen, Dune Analytics, or similar platforms
- Assessing market structure through wallet clustering and entity behavior
## Core Concepts
### Blockchain Data Layers
1. **Raw transaction data** — inputs, outputs, gas, timestamps, contract interactions
2. **Derived metrics** — aggregated statistics computed from raw data (active addresses, transfer volume)
3. **Entity-level analytics** — clustering addresses into wallets, labeling exchanges, funds, whales
4. **Behavioral signals** — interpreting entity actions as bullish/bearish indicators