QUESTION IMAGE
Question
the two scatter plots below show the same data set. choose the scatter plot in which the outlier is highlighted.
Step1: Recall Outlier Definition
An outlier is a data point that differs significantly from other data points. We need to check which scatter plot has a highlighted point that is an outlier.
Step2: Analyze Each Scatter Plot
- Left Scatter Plot: The highlighted point is among other points in its cluster (around x=70 - 80, y=30 - 40), not an outlier.
- Right Scatter Plot: The highlighted point is at x=30, y≈0 - 10, which is far from the main cluster of data points (which are at higher y - values and spread across x - values, but mostly not near x=30, y low). So this point is an outlier and is highlighted.
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The scatter plot on the Right