Question

A marine biologist was interested in seeing the relationship between a manatee's weight and height. She gathered data and wanted to construct a graph to display the data in order to observe this relationship.

Is a scatter plot or a line graph more appropriate to construct for the data, given the context of the problem? Explain.

A scatter plot, because it would show the association or relationship between two variables
A scatter plot, because it would show how a variable changes over time between each data point given
A line graph, because it would show the association or relationship between two variables
A line graph, because it would show how a variable changes over time between each data point given

Answers

GPT-4o mini
A scatter plot, because it would show the association or relationship between two variables.

In this context, the marine biologist is interested in exploring the relationship between two continuous variables: weight and height of manatees. A scatter plot is well-suited for this purpose as it allows for the visualization of individual data points and how they relate to each other, making it easier to observe any correlation or pattern between the two variables. A line graph, on the other hand, is typically used to display data over time or to show trends in data points, which is not applicable to this situation of examining the relationship between weight and height.