A beginner's guide to reading public ledgers
Blockchains are the first global ledgers anyone can read. Every transfer, every interaction, every position is permanently public. This guide teaches the building blocks.
The unit: a transaction
A transaction is a signed instruction executed on-chain. It has:
- From / to — the addresses on each side.
- Amount / asset — what moved.
- Timestamp — when it settled.
- Method / contract — what executed it (a plain transfer, a swap, a stake).
The levels of reading
- Level 1 — Transfers: who sent what to whom. The surface.
- Level 2 — Token movements: balances before/after, which reveal swaps masked as interactions.
- Level 3 — Contract calls: which protocol was touched — a DEX router, a launchpad, a mixer. This is where behavior is actually visible.
Reading a wallet, not a transaction
The unit of analysis is the wallet over time, not a single tx. A single swap means nothing; a pattern of swaps, at specific hours, with specific counterparties, tells the story. This is the shift from explorer-reading to behavior analysis — the shift SIGBOT's engine automates.
Common traps for beginners
- One tx ≠ identity — a wallet can look like a degen on a single trade and be a holder across its history.
- Addresses change — a smart controller uses many addresses; without cluster analysis you see pieces.
- Window limits — a 3-month view is not a lifetime view. Honest tools say so.
Where to practice
Paste any Ethereum, Solana or TRON address into the analyzer. You will get the full behavioral read — metrics, personality, signature — and you can trace every output back to the raw ledger data behind it.