Matplotlib: avoiding overlapping datapoints in a “scatter/dot/beeswarm” plot
Extending the answer by @user2467675, here’s how I did it: def rand_jitter(arr): stdev = .01 * (max(arr) – min(arr)) return arr + np.random.randn(len(arr)) * stdev def jitter(x, y, s=20, c=”b”, marker=”o”, cmap=None, norm=None, vmin=None, vmax=None, alpha=None, linewidths=None, verts=None, hold=None, **kwargs): return scatter(rand_jitter(x), rand_jitter(y), s=s, c=c, marker=marker, cmap=cmap, norm=norm, vmin=vmin, vmax=vmax, alpha=alpha, linewidths=linewidths, **kwargs) The stdev … Read more