使用Python对《西游记》进行分词、停用词过滤和词频统计

好的，下面是完整的代码：

import jieba
from collections import Counter

# 打开《西游记》文本
with open('journey_to_the_west.txt', 'r', encoding='utf-8') as f:
    text = f.read()

# 分词
words = jieba.lcut(text)

# 去除停用词
stopwords = []
with open('stopwords.txt', 'r', encoding='utf-8') as f:
    for line in f:
        stopwords.append(line.strip())

filtered_words = []
for word in words:
    if word not in stopwords and word != '\n':
        filtered_words.append(word)

# 统计词频
word_count = Counter(filtered_words)

# 输出前20个出现次数最多的词
print(word_count.most_common(20))

这段代码会输出前20个出现次数最多的词及其出现次数。需要注意的是，需要先下载停用词表，将其保存为`stopwords.txt`文件。