You've created a pairplot of your dataset, and one scatter plot in the grid shows a clear linear pattern. What could this potentially indicate?
- The two variables are highly uncorrelated
- The two variables are unrelated
- The two variables have a strong linear relationship
- The two variables have no relationship
If a scatter plot in a pairplot shows a clear linear pattern, this could potentially indicate that the two variables have a strong linear relationship. This means that changes in one variable correspond directly to changes in the other variable.
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