Which type of data visualization is suitable for showing the distribution of a single variable?a.Scatter plotb.Histogramc.Bubble chartd.Box plot
Question
Solution
The most suitable type of data visualization for showing the distribution of a single variable is a Histogram.
Here's why:
a. Scatter plot: This is typically used for showing the relationship between two variables, not the distribution of a single variable.
b. Histogram: This is the correct answer. A histogram is a type of bar chart that graphically displays the frequencies of a data set. It's used to see the shape of the data distribution, including its spread and skewness.
c. Bubble chart: This is typically used for displaying three dimensions of data. Each entity with its triplet (v1, v2, v3) of associated data is plotted as a disk that expresses
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