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Question
the scatter plot shows the number of ads displayed on a website, x, and the total amount of times the ads were clicked, y, on the website. draw a line on the scatter plot that fits the data. does the scatter plot have any outliers? explain.
Step1: Understand the concept of outliers
An outlier is a data point that is significantly different from other data points in a dataset.
Step2: Analyze the scatter - plot
Looking at the scatter - plot of the number of ads (\(x\)) and total clicks (\(y\)), most of the data points follow a general upward - trending pattern. However, there is one data point (at \(x = 10\) or so, \(y\) is around \(10\)) that is far below the general trend of the other data points.
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Yes. There is a data point that is far from the general upward - trending pattern of the other data points in the scatter - plot.