| import matplotlib.pyplot as plt | |
| plt.figure() | |
| plt.hist(speaker_counts.values(), bins=20) | |
| plt.ylabel("Speakers") | |
| plt.xlabel("Examples") | |
| plt.show() | |
| The histogram reveals that approximately one-third of the speakers in the dataset have fewer than 100 examples, while | |
| around ten speakers have more than 500 examples. |