如何找到一个文件中最常见的十个单词的出现频率？

import re
from collections import Counter

def find_top_10_words(file_path):
    # 读取文件
    with open(file_path, 'r') as file:
        content = file.read()

    # 文本处理
    content = re.sub(r'[^\w\s]', '', content)  # 去除标点符号
    content = content.lower()  # 转换为小写字母

    # 单词统计
    words = re.findall(r'\w+', content)
    word_counts = Counter(words)

    # 获取前十个频率最高的单词
    top_10_words = word_counts.most_common(10)

    return top_10_words

# 示例使用
file_path = 'example.txt'  # 替换为实际文件路径
top_10_words = find_top_10_words(file_path)
print(top_10_words)