Which plot is ideal for visualizing the full distribution of a variable including its probability density, quartiles, and outliers?
- Box plot
- Line plot
- Scatter plot
- Violin plot
Violin plots are ideal for visualizing the full distribution of a variable including its probability density, quartiles, and outliers. These plots combine a box plot and a density plot, providing a rich, dense summary of the data.
Loading...
Related Quiz
- What are some common methods to handle Multicollinearity in a dataset?
- You are using a box plot to analyze a dataset and observe that the upper whisker is much longer than the lower whisker. What could this indicate about your data?
- What type of bias could be introduced by mean/median/mode imputation, particularly if the data is not missing at random?
- The choice of graph for data visualization largely depends on the __________ of the dataset.
- What is the main purpose of data normalization in machine learning?