三国演义词云图与计数

最新推荐文章于 2023-11-29 00:03:35 发布

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最新推荐文章于 2023-11-29 00:03:35 发布 · 702 阅读

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该博客通过Python的jieba库对《三国演义》文本进行分词，统计重要人物如诸葛亮、关羽、刘备和曹操的出现频率，并排除常见词汇。使用词云图展示高频词汇，最后生成并显示了词云结果。

txt = open(‘threekingdoms.txt’, ‘r’, encoding=‘utf-8’).read()
print(txt)
words = jieba.lcut(txt)
counts = {}
for word in words:
if len(word) == 1:
continue
elif word == “诸葛亮” or word == “孔明曰”:
rword = “孔明”
elif word == “关公” or word == “云长”:
rword = “关羽”
elif word == “玄德” or word == “玄德曰”:
rword = “刘备”
elif word == “孟德” or word == “丞相”:
rword = “曹操”
else:
rword = word
counts[rword] = counts.get(rword, 0) + 1
excludes = {“将军”, “却说”, “荆州”, “二人”, “不可”, “不能”, “如此”}
for word in excludes:
del counts[word]
items = list(counts.items())
c = list()
items.sort(key=lambda x: x[1], reverse=True)
for i in range(50):
word, count = items[i]
print("{0:<10}{1:>5}".format(word, count))
c.append(word)
text = " ".join©
font_path = ‘simkai.ttf’
w = wordcloud(width=600, height=400,font_path=font_path,
background_color=“white”, max_