In the paradox of blockchain transparency coexisting with market manipulation risks, the core challenge faced by professional investors is how to efficiently deconstruct the true landscape of on-chain token distribution. Traditional holdings leaderboards (Rich List) serve as a preliminary tool, but their limitations are increasingly evident: they cannot reveal the associated entities behind wallet clusters, making it difficult to effectively identify the 'decentralized' illusion created by project parties or whales through multi-address disguise.

Bubblemaps accurately addresses this market gap by introducing cluster analysis and visualization mapping technology. Its professionalism is reflected in transforming complex on-chain transaction and holding data into an intuitive topological map based on bubble size and connection lines. The platform's core algorithm aims to deeply scan and intelligently cluster potentially related wallet addresses (such as those linked through the same source of funds, synchronized trading behaviors, etc.), thereby visually presenting hidden centralization risks to users.

Beyond a single data presentation, Bubblemaps constructs a multidimensional risk assessment framework. Its 'Intel Desk' feature integrates crowdsourced intelligence, allowing researchers to submit and validate their findings on specific clusters, forming a continuously updated dynamic database. This provides the industry with an indispensable credible infrastructure, enabling market participants to make technically driven rigorous assessments of project fairness based on on-chain evidence rather than marketing narratives.

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