Scatter diagrams are used to identify correlations between two variables to determine the relationships between two factors. For example, between risk factors and certain disease.Correlation can be positive or negative
Image showing different types of correlation in scatter graphs

Emphysema can lead to a reduced number of alveolar air sacs with thicker walls
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