diff --git a/关键词检测.py b/关键词检测.py new file mode 100644 index 0000000..1cffddf --- /dev/null +++ b/关键词检测.py @@ -0,0 +1,38 @@ +#2.2 数据统计 +import collections +import re + +# 定义关键词列表 +keywords = ['AI', "人工智能", 'ai'] + +# 读取文本文件 +with open('MID、BVID、CID及弹幕.txt', 'r', encoding='utf-8') as file: + lines = file.readlines() + +# 初始化一个Counter对象 +counter = collections.Counter() + +# 遍历每一行,检测关键词并计数 +for line in lines: + line_lower = line.lower() # 将行转换为小写以进行不区分大小写的匹配 + for keyword in keywords: + # 使用正则表达式匹配独立的关键词 + if keyword.lower() == 'AI': + # 只在中文字符的上下文中匹配独立的“ai”单词 + if re.search(r'[\u4e00-\u9fff]AI[\u4e00-\u9fff]', line_lower): + counter[line.strip()] += 1 + break # 避免同一行多次计数 + else: + if keyword.lower() in line_lower: + counter[line.strip()] += 1 + break # 避免同一行多次计数 + +# 获取出现次数最多的前二十个句子 +most_common_lines = counter.most_common(20) + +# 输出结果到文件 +with open('AI弹幕.txt', 'w', encoding='utf-8') as f: + for line, count in most_common_lines: + f.write(f'{line}: {count} 次\n') + print(f"{line}: {count} 次") +