| from datasets import load_dataset | |
| import matplotlib.pyplot as plt | |
| from os.path import dirname, join | |
| dataset = load_dataset("undertheseanlp/UTS_Text_v1") | |
| sentences = dataset["train"]["text"] | |
| # compute histogram of sentence lengths with bin size = 10 | |
| pwd = dirname(__file__) | |
| tmp = join(pwd, "tmp") | |
| lengths = [len(s) for s in sentences] | |
| plt.hist(lengths, bins=range(0, max(lengths), 10)) | |
| # add title of plot | |
| plt.title("Histogram of sentence lengths") | |
| plt.savefig(join(tmp, "histogram.png")) | |
| plt.show() | |