The article introduces a new method for simplifying complex data called the Attribute Reduction Algorithm based on Attribute Union. This method helps to reduce the number of times data needs to be checked, making the process more efficient. By using a specific scanning strategy, the algorithm can find the smallest amount of data needed to make a decision. An example is provided to show how this method works in practice.