This python script will create a 2D density plot by using a gaussian KDE. This was used to create a visual representation of the probability of the checker landing in a specific location for each week ...

density-xlim=N Density plot X-axis limit (default: 1400) --neighbor-xlim=N Closest neighbor X-axis limit (default: 600) --bin-size=N Histogram bin size (default: 25) --width=N Plot width in inches ...

A kernel density plot shows the probability density of ... and the group or category that you want to compare. For example, in Python, you can use the seaborn library and the violinplot function ...