Suppose you have a dataset with 7 variables, and you want to quickly examine the relationships among all variables. Which type of plot would you choose and why?
- Correlation Matrix
- Histogram
- Pairplot
- Scatter Plot
In this scenario, a pairplot would be the best choice because it shows all pairwise relationships between the variables in a single view. It is an excellent tool for quickly visualizing and understanding the relationships among multiple variables at once.
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