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importtime_series_analysisdefpredict_emotion(history):trend=time_series_analysis.analyze(history)iftrend=='improving':return'happy'eliftrend=='deteriorating':return'sad'else:return'neutral'defgenerate_personalized_story():emotion_history=get_emotion_history()predicted_emotion=predict_emotion(emotion_history)returndaily_emotional_log(predicted_emotion)
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