The core motivation is to uncover patterns that might suggest coordinated trades or conflicts of interest, while building a continuously updating graph that evolves as new data streams in. In essence, this project aims to make insider trading patterns as transparent and analyzable as public company earnings, empowering journalists, analysts, and everyday citizens to see who might be moving together behind the scenes.

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