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Answer :
The statement "a scatter plot can only show how two variables relate to each other across the points of the dataset" is True. A scatter plot is a type of graphical representation that is used to display the relationship between two continuous variables in a dataset.
A scatter plot, plots each point in the dataset as an ordered pair of values, one value for each variable, and displays the points on a two-dimensional coordinate system.
By observing the distribution of the plotted points, we can visually determine whether a relationship exists between the two variables, and if so, what kind of relationship it is, such as linear or nonlinear, positive or negative.
However, scatter plots cannot show other relationships, such as causation or correlation with other variables not shown in the plot. Also, scatter plots cannot be used for categorical data.
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