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import pandas as pd
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from collections import Counter
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def GetAI():
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# 读取弹幕文件
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with open('danmu.csv', 'r', encoding='utf-8-sig') as f:
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danmus = f.readlines()
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# 筛选与AI技术应用相关的弹幕
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keywords = ['ai','Ai','AI']
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ai_danmu = [danmu for danmu in danmus if any(keyword in danmu for keyword in keywords)]
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# 统计弹幕数量
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ai_danmu_counter = Counter(ai_danmu)
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ai_danmu_most_common = ai_danmu_counter.most_common(8)
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ai_danmu_all = ai_danmu_counter.most_common(100)
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# 保存为Excel文件
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df = pd.DataFrame(ai_danmu_most_common, columns=['弹幕', '数量'])
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filename = 'ai_danmu_most_common.xlsx'
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df.to_excel(filename, index=False)
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df = pd.DataFrame(ai_danmu_all, columns=['弹幕', '数量'])
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filename = 'ai_danmu.xlsx'
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df.to_excel(filename, index=False)
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if __name__ == '__main__':
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GetAI()
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