Which graph would you use for finding important information between a numerical and categorical variable?PairPlotBox plotBar PlotBoth B and C
Question
Which graph would you use for finding important information between a numerical and categorical variable?PairPlotBox plotBar PlotBoth B and C
Solution
For finding important information between a numerical and categorical variable, you would use both Box plot and Bar Plot. So, the answer is Both B and C.
Here's why:
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Box Plot: This type of graph is used when you want to depict a numerical variable against a categorical variable. It shows the distribution of the numerical variable within each category, including the median, quartiles, and potential outliers.
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Bar Plot: This graph is also used for a numerical variable against a categorical variable. It shows the average (or other summary statistic) of the numerical variable for each category.
PairPlot is typically used for visualizing relationships between multiple numerical variables, so it's not the best choice in this case.
Similar Questions
Which of the following visualizes a given data to find the relationship between them where the variables can be continuous or categorical?PairPlotBox plotBar PlotBoth B and C
Bar graphs are use useful for comparing two categories.
Which chart type is best suited for comparing values across different categories?a.Bar chartb.Line chartc.Scatter plotd.Pie chart
Which of the following graphical display can be used to describe the relationship between two numerical (quantitative) variables?Group of answer choicesA scatter diagram.A bar chart.A histogram.A pie chart.
Which type of graph is used to show relationships between two variables? Pie chartScatter plotBar graphHistogram
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