Crypto data is a mess. Pump changed fee wallets months ago, and so far one Dune dashboard bothered to update. Dune is an open-source platform where anyone can create anything. You could literally hardcode numbers and present as facts. Before you quote any stats, cross-check across multiple sources: Blockworks, Dune, DefiLlama, Flipside. Go for Dune dashboard that have the "Verified by Dune" tick or someone you trust. If a chart suddenly nukes or spikes with zero explanation, it's always broken. And if the query is private and you can’t see the logic, assume it’s wrong (unless it’s Blockworks).