Advanced Clustering & Community Detection
How Stark Lens surfaces wallet clusters and detects centralized control of supply.
Raw transfer data can quickly look like a disorganized web. To make the data actionable, Stark Lens runs a continuous Louvain community detection algorithm over the graph data.
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Automated Cluster Detection: The algorithm groups wallets that interact heavily with each other into distinct "Clusters" and assigns them a unified color (e.g., the teal cluster, the emerald cluster). If 50 different wallets are all funded by the same source and trade amongst themselves, they will appear as a massive, unified color block.
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Risk Assessment: A healthy, decentralized token will show dozens of small, disconnected clusters. A highly centralized or manipulated token will show massive, interconnected clusters that secretly control the majority of the supply.