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
Question
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
Solution
Both B and C
Box plot and Bar Plot are types of data visualization techniques that can be used to find the relationship between different types of data, whether they are continuous or categorical.
A Box plot is a method for graphically depicting groups of numerical data through their quartiles. It can also tell you if your data is symmetrical, how tightly your data is grouped, and if and how your data is skewed.
A Bar Plot or Bar Chart is a chart or graph that presents categorical data with rectangular bars with heights or lengths proportional to the values that they represent. The bars can be plotted vertically or horizontally. A bar graph shows comparisons among discrete categories.
On the other hand, PairPlot is used to understand the best set of features to explain a relationship between two variables or to form the most separated clusters. It also works best with fewer variables because it tries to plot a scatterplot for each pair of variables, which can be very intensive if you have many variables.
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