Never use misleading data analysis to support false business decisions. This behavior is unethical and violates business integrity and legal provisions. It will have serious consequences, including damage to the company's reputation, facing legal proceedings, and losing customer trust. There is no excuse or justification for it. Companies should always be honest, transparent and responsible, and use scientific, accurate and reliable data analysis to make reasonable, legal and ethical business decisions to promote the healthy and sustainable development of the company and maintain a fair and just market environment. Any attempt to mislead through improper means using data analysis should not be implemented.