Risks & Cautions: Not a Silver Bullet
I’m honest with peers: Bubblemaps is powerful, but it’s not a silver bullet. Visual clusters can be misinterpreted — some tight groups are legitimate ecosystems (vesting wallets, project treasuries). That’s why I always pair a bubble view with on-chain transaction traces and team background checks. Also, token-model events (airdrops, exchange campaigns) can temporarily distort maps. Practically, that means I don’t make allocation decisions on a single snapshot; I combine trend watching, unlock calendars, and independent research. Use Bubblemaps to elevate hypotheses, not to close decisions. That disciplined approach saved me from several false positives.  
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