# prediction_history

prediction_id: b00ec055-7dae-4ef6-a8b5-cfcccfb56baa
product_id: 01010023
product_name: 一树贵阳金阳南路分店（福州街分店）
model_type: cnn_bilstm_attention
model_id: store_01010023_cnn_bilstm_attention_best
start_date: 2025-07-25
created_at: 2025-07-25T15:21:19.364270
metrics: {}
chart_data: {}
analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_b00ec055-7dae-4ef6-a8b5-cfcccfb56baa.json
predictions_data:
[{"date": "2025-07-25", "predicted_sales": 13.282493591308594}, {"date": "2025-07-26", "predicted_sales": 13.293810844421387}, {"date": "2025-07-27", "predicted_sales": 13.289920806884766}, {"date": "2025-07-28", "predicted_sales": 13.431988716125488}, {"date": "2025-07-29", "predicted_sales": 13.326523780822754}, {"date": "2025-07-30", "predicted_sales": 12.930220603942871}, {"date": "2025-07-31", "predicted_sales": 13.056842803955078}]


prediction_id: 34e230fe-00ef-4a43-900f-49ac495f7f1f
product_id: 01010023
product_name: 一树贵阳金阳南路分店（福州街分店）
model_type: cnn_bilstm_attention
model_id: store_01010023_cnn_bilstm_attention_best
start_date: 2025-07-25
created_at: 2025-07-25T15:21:27.599368
metrics: {}
chart_data: {}
analysis: null
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_34e230fe-00ef-4a43-900f-49ac495f7f1f.json
predictions_data:
[{"date": "2025-07-25", "predicted_sales": 13.282493591308594}, {"date": "2025-07-26", "predicted_sales": 13.293810844421387}, {"date": "2025-07-27", "predicted_sales": 13.289920806884766}, {"date": "2025-07-28", "predicted_sales": 13.431988716125488}, {"date": "2025-07-29", "predicted_sales": 13.326523780822754}, {"date": "2025-07-30", "predicted_sales": 12.930220603942871}, {"date": "2025-07-31", "predicted_sales": 13.056842803955078}, {"date": "2025-08-01", "predicted_sales": 13.158577919006348}, {"date": "2025-08-02", "predicted_sales": 13.169232368469238}, {"date": "2025-08-03", "predicted_sales": 13.183417320251465}, {"date": "2025-08-04", "predicted_sales": 13.33667278289795}, {"date": "2025-08-05", "predicted_sales": 13.194056510925293}, {"date": "2025-08-06", "predicted_sales": 12.770544052124023}, {"date": "2025-08-07", "predicted_sales": 12.872998237609863}, {"date": "2025-08-08", "predicted_sales": 12.92524242401123}]


prediction_id: bd11c5d4-49d0-4f72-af4b-2885ad3ba385
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: cnn_bilstm_attention
model_id: 17021449_cnn_bilstm_attention_best
start_date: 2025-07-25
created_at: 2025-07-25T15:22:26.258842
metrics: {}
chart_data: {}
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_bd11c5d4-49d0-4f72-af4b-2885ad3ba385.json
predictions_data:
[{"date": "2025-07-25", "predicted_sales": 0.8147072196006775}, {"date": "2025-07-26", "predicted_sales": 0.8167740106582642}, {"date": "2025-07-27", "predicted_sales": 0.8197348117828369}, {"date": "2025-07-28", "predicted_sales": 0.8219858407974243}, {"date": "2025-07-29", "predicted_sales": 0.8112776875495911}, {"date": "2025-07-30", "predicted_sales": 0.8004958629608154}, {"date": "2025-07-31", "predicted_sales": 0.8058184385299683}]

analysis:
{"trend": {"slope": -0.0024171343871525353, "trend_type": "\u5e73\u7a33", "r_squared": 0.4619268323887481, "p_value": 0.0930247330579927, "volatility": 0.008749220910445412, "volatility_level": "\u4f4e"}, "statistics": {"mean": 0.8129705531256539, "median": 0.8147072196006775, "min": 0.8004958629608154, "max": 0.8219858407974243, "std": 0.007112858962983344, "q1": 0.8085480630397797, "q3": 0.8182544112205505}, "day_over_day": [0.25368512857903625, 0.36249942896524706, 0.2746045406674448, -1.3027174820243943, -1.328993112252526, 0.6649098159565847], "influencing_factors": {"product_id": "17021449", "model_type": "cnn_bilstm_attention", "feature_count": 7, "important_features": ["\u4ef7\u683c", "\u5468\u672b", "\u8282\u5047\u65e5"]}, "explanation": "cnn_bilstm_attention\u6a21\u578b\u5bf9\u4ea7\u54c117021449\u7684\u9884\u6d4b\u5206\u6790\uff1a\n\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u9500\u91cf\u57fa\u672c\u4fdd\u6301\u7a33\u5b9a\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a0.81\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.82\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.80\u4e2a\u5355\u4f4d\u3002\n\n\u4e3b\u8981\u5f71\u54cd\u56e0\u7d20\u5305\u62ec\uff1a\u4ef7\u683c, \u5468\u672b, \u8282\u5047\u65e5\u3002"}


prediction_id: b37dbac5-dc53-4528-9182-1bdf8d8bb836
product_id: 17020190
product_name: 左炔诺孕酮片
model_type: cnn_bilstm_attention
model_id: 17020190_cnn_bilstm_attention_best
start_date: 2025-07-25
created_at: 2025-07-25T15:32:41.321392
metrics: {}
chart_data: {}
file_path: F:\Workspace\ShopTRAINING\saved_predictions\prediction_b37dbac5-dc53-4528-9182-1bdf8d8bb836.json
predictions_data:
[{"date": "2025-07-25", "predicted_sales": 3.459650993347168}, {"date": "2025-07-26", "predicted_sales": 3.489595890045166}, {"date": "2025-07-27", "predicted_sales": 3.516561508178711}, {"date": "2025-07-28", "predicted_sales": 3.53338623046875}, {"date": "2025-07-29", "predicted_sales": 3.4927194118499756}, {"date": "2025-07-30", "predicted_sales": 3.460852861404419}, {"date": "2025-07-31", "predicted_sales": 3.4948110580444336}]

analysis:
{"trend": {"slope": 0.0008625728743416922, "trend_type": "\u5e73\u7a33", "r_squared": 0.004794615347496793, "p_value": 0.8827307616676634, "volatility": 0.007133638657102353, "volatility_level": "\u4f4e"}, "statistics": {"mean": 3.492511136191232, "median": 3.4927194118499756, "min": 3.459650993347168, "max": 3.53338623046875, "std": 0.024914312451494232, "q1": 3.4752243757247925, "q3": 3.5056862831115723}, "day_over_day": [0.8655467489518861, 0.77274329129256, 0.4784424288017895, -1.1509304663073707, -0.9123707543595094, 0.9812089100556087], "influencing_factors": {"product_id": "17020190", "model_type": "cnn_bilstm_attention", "feature_count": 7, "important_features": ["\u4ef7\u683c", "\u5468\u672b", "\u8282\u5047\u65e5"]}, "explanation": "cnn_bilstm_attention\u6a21\u578b\u5bf9\u4ea7\u54c117020190\u7684\u9884\u6d4b\u5206\u6790\uff1a\n\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u9500\u91cf\u57fa\u672c\u4fdd\u6301\u7a33\u5b9a\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u4f4e\uff0c\u8868\u660e\u9500\u91cf\u76f8\u5bf9\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u9ad8\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a3.49\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a3.53\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a3.46\u4e2a\u5355\u4f4d\u3002\n\n\u4e3b\u8981\u5f71\u54cd\u56e0\u7d20\u5305\u62ec\uff1a\u4ef7\u683c, \u5468\u672b, \u8282\u5047\u65e5\u3002"}


