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| def jitterplot(x, data, ax): | |
| # x: position on x-axis | |
| # data: datapoins in the box | |
| # ax: specified ax | |
| np.random.seed(0) | |
| for c in range(len(data)): | |
| ax.plot(np.random.normal(x-0.08,0.08), data[c], '.',color='grey',markersize=12, markeredgecolor='k',label=labels[c]) | |
| data = # array of list of datapoints. each list corresponds to a box. | |
| names = # box names | |
| fig, ax = plt.subplots(1,1) | |
| _= ax.boxplot(data,showfliers=False) | |
| _= ax.set_xticks(range(1,len(data)+1)) | |
| _= ax.set_xticklabels(names) | |
| plt.setp(ax.get_xticklabels(), rotation=60, ha="right",rotation_mode="anchor") | |
| for i,name in enumerate(names): # loop across boxes | |
| jitterplot(i+1,data[i],ax) | |
| ax.legend() |
