Follow the evidence, not the headline.
A practical method for blockchain whale wallet research: precise observations, traceable labels, reproducible calculations, and visible uncertainty.
1. Define the observation
Start with a research question and a fixed scope. Record the blockchain, full address, asset identifier, transaction reference, status, and observation window. Explain whether the material covers one event, one address, or a proposed group. Keep source facts intact when interpretations change.
The site's Bitcoin, Ethereum, and Solana guides explain the technical distinctions relevant to each network and link to supporting documentation.
2. Preserve provenance
Use four editorial evidence categories: directly documented public claims, attributed third-party labels, analytical hypotheses, and unknowns. These are descriptions of evidence, not probability scores. Keep the original source and the narrow scope of its statement with the label.
Do not transfer an identity from one address to its counterparties without separate support. Do not infer private individuals from transaction patterns. A voluntarily disclosed address should retain the purpose and limits of the disclosure.
3. Reconcile before interpreting
State the opening quantity, the included movements, and the closing quantity where coverage supports it. Keep gross flows separate from net changes. If a valuation is included in a research exercise, document its price source and valuation time. The sample tracker avoids dollar estimates altogether.
A quantity calculation does not establish a trade, profit, or motive. The transfer interpretation guide shows how to preserve that boundary.
4. Test alternative explanations
Write down at least one competing explanation and the evidence that would help distinguish it. A service-related movement, a proposed bridge route, or a possible internal transfer should not become a fact merely because it sounds plausible.
Use a three-part final note: observation, interpretation, and unresolved check. When the records support only the observation, that is a useful result. Do not manufacture a complete story to make a case feel finished.
5. Be explicit about this site's data
All tracker quantities and case names are fictional educational examples. They are not attached to actual addresses or owners. Chain filters and browser-local saving are implemented. Live blockchain feeds, price feeds, identity databases, background notifications, and model inference are not connected.
Editorial articles contain original explanations and one primary-source link each. Visit data sources for the reference inventory and coverage boundaries.
6. Keep corrections easy
A source label can be disputed and an interpretation can be revised. Send the relevant page, network, claim, and supporting public evidence through the contact page. Never share a private key or seed phrase as proof. The goal is a more accurate record, not a more convincing headline.