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On-Chain Analytics 101: Reading What the Chain Shows

Analyticsintermediate7 min read
Active addresses, exchange flows, dormant supply, whale movements. The five metrics that separate signal from noise.

Every Bitcoin transaction, every ETH transfer, every DEX swap is public. On-chain analytics reads that firehose to extract signals about what real users are doing, not what Twitter is saying.

The five metrics worth memorizing

Ethereum-specific

Where to look

What on-chain doesn't show

Off-chain custody (Coinbase Prime accounts), OTC deals, futures positioning that doesn't touch spot. Combine on-chain with derivatives data (Deribit put/call ratio, funding rates) for a fuller picture.

The trap

Every on-chain metric works until enough people watch it. When "Smart Money" wallets know they're labeled, some deliberately signal to move a market. Read multiple metrics that would need to move together to matter.

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