make the paragraph smaller:The overall correlation coefficient between End of Year (EOY) Science Grades and Eighth Grade MAAP Scores is .19 (see Table 4). This value indicates a weak positive relationship between the two variables. As EOY science grades increase, there is a slight tendency for MAAP Scores to increase, but the relationship is not strong. It is important to note that correlation does not imply causation, so we cannot say higher EOY Science Grades cause higher MAAP Scores or vice versa. When considering the five students with Individualized Education Programs (IEPs), this correlation coefficient may not fully represent their academic performance. IEP students often have unique learning needs, and their performance can be influenced by factors beyond those measured by standard assessments. Therefore, while the correlation coefficient provides some insight, it should be interpreted cautiously and within the broader context of each students' learning profile