What plot is particularly useful for comparing the distribution of data across levels of a categorical variable?
- Bar chart
- Pie chart
- Scatter plot
- Violin plot
Violin plots are useful for comparing the distribution of data across levels of a categorical variable. They combine the characteristics of box plots and density plots. The violin plot features a kernel density estimation of the underlying distribution of the data.
Loading...
Related Quiz
- Under what conditions would the median be a better measure of central tendency than the mean?
- In which kind of scenario is the Poisson Distribution typically used?
- If a machine learning model uses distance-based methods, we need to apply _____ to bring all features to the same level of magnitudes.
- Data that follows a _____ Distribution has its values spread evenly across the range of possible outcomes.
- In a model-based imputation, the choice of the model has a direct impact on the ____________ of the imputation process.