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68 KiB
JSON
1 line
68 KiB
JSON
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"poi_company_count": 76.0, "business_areas": [], "latitude": 26.548646, "longitude": 106.460619, "temperature_2m_max": 6.4, "temperature_2m_min": 1.6, "temperature": 3.5, "is_promotion": 0}], "analysis": {"trend": {"slope": 0.01256424986890384, "trend_type": "平稳", "r_squared": 0.379441207552355, "p_value": 0.1407941343594892, "volatility": 0.5225040912628174, "volatility_level": "高"}, "statistics": {"mean": 0.07807367295026779, "median": 0.07149868458509445, "min": 0.01840788871049881, "max": 0.14494162797927856, "std": 0.04079381376504898, "q1": 0.05095291510224342, "q3": 0.10488080978393555}, "day_over_day": [-78.86146545410156, 198.6934356689453, 30.037439346313477, -34.37267303466797, 208.89463806152344, -15.359390258789062], "influencing_factors": {"product_id": "11020059", "model_type": "cnn_bilstm_attention", "feature_count": 7, "important_features": ["价格", "周末", "节假日"]}, "explanation": "cnn_bilstm_attention模型对产品11020059的预测分析：\n预测显示销量整体呈平稳趋势，销量基本保持稳定。\n预测期内销量波动性高，表明销量可能受到多种因素的影响，预测的不确定性较高。\n预测期内平均日销量为0.08个单位，最高日销量为0.14个单位，最低日销量为0.02个单位。\n\n主要影响因素包括：价格, 周末, 节假日。"}} |