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Algorithmic trading systems are often discussed in terms of models, signals, and execution logic. However, before any of these components can be developed, researchers must first solve a more fundamental problem: reliable access to financial data.

In professional research environments, data infrastructure is not a preliminary step. It is a gating function. If the data l...


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