Question at position 13 Which chart type is most appropriate for displaying the relationship between two continuous variables?Scatter plotHistogramBar chartPie chart

Question

BlackTom AI · Accepted Answer

To determine which chart type best displays the relationship between two continuous variables, we should consider what each chart emphasizes. 
Option 1: Scatter plot. This chart plots data points along two axes, each representing a continuous variable, making it ideal for visualizing correlation, patterns, clusters, or trends between the variables. It directly shows how one variable changes with the other. 
Option 2: Histogram. A histogram displays the distribution of a single continuous variable by binning values and showing frequencies. It does not illustrate relationships between two variables, but rather how one variable is distributed. 
Option 3: Bar chart. Bar charts compare discrete categories or aggregated values (often categorical data or summarized numeric data). They are not designed to show the relationship between two continuous measures but rather to compare quantities across categories. 
Option 4: Pie chart. Pie charts represent proportions of a whole for categorical data. They convey part-to-whole information for a single set of categories and do not reveal relationships between two continuous variables. 
Thus, among the given options, the scatter plot uniquely provides a direct visualization of the relationship between two continuous variables by placing one variable on the x-axis and the other on the y-axis, with each point representing an observation. 
In summary, the scatter plot is the appropriate choice because it is specifically designed to show how two continuous variables interact and correlate with each other, whereas the other chart types serve distributions, category comparisons, or compositional proportions rather than inter-variable relationships.

Question at position 13 Which chart type is most appropriate for displaying the relationship between two continuous variables?Scatter plotHistogramBar chartPie chart

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Question at position 13 Which chart type is most appropriate for displaying the relationship between two continuous variables?Scatter plotHistogramBar chartPie chart

View Explanation

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Similar Questions

Which of the following will graphically show whether there is relationship between two variables?

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