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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

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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:

  1. 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.

  2. 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.

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