Question at position 13 Which chart type is most appropriate for displaying the relationship between two continuous variables?Scatter plotHistogramBar chartPie chart单项选择题
A
Scatter plot
B
Histogram
C
Bar chart
D
Pie chart

Question

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

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单项选择题

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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单项选择题

类似问题

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

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

When constructing a Scatter Plot, the ____________________ variable is placed on the vertical axis and the ________________ variable is placed on the horizontal axis.

位置38的问题 The height and weight are recorded by the school nurse for every student in a school. What type of graph would best display the relationship between height and weight?scatter diagramhistogramstem-and-leaf plotbar graph

Which of the following chart is used to test the linear relationship between continuous variables?

A scatter diagram can show whether a pair of variables has a strong or weak relationship, and also whether it is linear or curved.

To show the relationship between amount of rainfall and the number of car accidents, the best type of graph to use is a scatter diagram.

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希望你的学习变得更简单

When constructing a Scatter Plot, the ____ variable is placed on the vertical axis and the variable is placed on the horizontal axis.