XY Charts (Scatter Diagrams): The XY chart , sometimes called a scatter diagram , is another problem-solving tool. Often, an analyst looks for a correlation between two variables. If there is no correlation between the variables than you would look elsewhere for the source of the problem. However, if it indicates a strong relationship between the variables then that information would be extremely valuable in the problem-solving process.