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It seems that some project appears to have good conditions on paper—complete codebase, clear technical documentation, detailed roadmap, and so on. But does this really tell the full story? There are many projects that look impressive on the surface. It is recommended that friends with a background in quantitative analysis take a closer look—are the tokens truly locked? Is the DEX liquidity genuine? These details often determine the project's actual credibility. Compared to just looking at promotional materials, verifying actual data might be more important.