A violin plot with individual data points overlaid as a swarm plot, combining smooth kernel density estimation with raw data visibility. The violin shape shows the distribution density while the swarm points reveal actual observations, enabling viewers to see both the overall distribution pattern and individual data values simultaneously. This hybrid approach provides maximum transparency, showing exactly how many observations exist at each level while maintaining the smooth distribution visualization.
