# prediction_history

prediction_id: 5176598f-f6fc-48d4-9df8-fb94ae6753ac
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T18:08:34.576554
metrics: {}
file_path: static/predictions\prediction_5176598f-f6fc-48d4-9df8-fb94ae6753ac.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 7.482885360717773, "sales": 7.482885360717773}, {"date": "2025-07-21", "predicted_sales": 7.482885360717773, "sales": 7.482885360717773}, {"date": "2025-07-22", "predicted_sales": 7.482881546020508, "sales": 7.482881546020508}]

chart_data:
{"dates": ["2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-07-20", "2025-07-21", "2025-07-22"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.482885360717773, 7.482885360717773, 7.482881546020508], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 7.48, "max_sales": 7.48, "min_sales": 7.48, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a7.48\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a7.48\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a7.48\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31"], "changes": [4.15, -3.35, -0.6, -1.12, -3.32, -3.55, -4.71]}}


prediction_id: 2d88a168-9658-491c-a524-2c465a4cb32c
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T18:08:55.728268
metrics: {}
file_path: static/predictions\prediction_2d88a168-9658-491c-a524-2c465a4cb32c.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 7.482885360717773, "sales": 7.482885360717773}, {"date": "2025-07-21", "predicted_sales": 7.482885360717773, "sales": 7.482885360717773}, {"date": "2025-07-22", "predicted_sales": 7.482881546020508, "sales": 7.482881546020508}]

chart_data:
{"dates": ["2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-07-20", "2025-07-21", "2025-07-22"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.482885360717773, 7.482885360717773, 7.482881546020508], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 7.48, "max_sales": 7.48, "min_sales": 7.48, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a7.48\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a7.48\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a7.48\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31"], "changes": [3.99, -3.45, 4.9, 3.38, 0.55, -4.65, -1.85]}}


prediction_id: a7f1b56f-516b-4127-8704-016ca218b4d1
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T18:11:58.743176
metrics: {}
file_path: static/predictions\prediction_a7f1b56f-516b-4127-8704-016ca218b4d1.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 6.135936260223389, "sales": 6.135936260223389}, {"date": "2025-07-21", "predicted_sales": 6.135932922363281, "sales": 6.135932922363281}, {"date": "2025-07-22", "predicted_sales": 6.135936260223389, "sales": 6.135936260223389}]

chart_data:
{"dates": ["2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-07-20", "2025-07-21", "2025-07-22"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6.135936260223389, 6.135932922363281, 6.135936260223389], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 6.14, "max_sales": 6.14, "min_sales": 6.14, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a6.14\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a6.14\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a6.14\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31"], "changes": [3.16, 4.69, -3.23, 3.45, 0.47, 4.42, 1.75]}}


prediction_id: bc8949d2-08bf-4162-9f94-e91eb2651697
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T18:30:14.082337
metrics: {}
file_path: static/predictions\prediction_bc8949d2-08bf-4162-9f94-e91eb2651697.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 6.263403415679932, "sales": 6.263403415679932}, {"date": "2025-07-21", "predicted_sales": 6.263403415679932, "sales": 6.263403415679932}, {"date": "2025-07-22", "predicted_sales": 6.263403415679932, "sales": 6.263403415679932}]

chart_data:
{"dates": ["2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-07-20", "2025-07-21", "2025-07-22"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6.263403415679932, 6.263403415679932, 6.263403415679932], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 6.26, "max_sales": 6.26, "min_sales": 6.26, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a6.26\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a6.26\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a6.26\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31"], "changes": [-4.29, 1.3, -4.29, -4.66, -3.5, -4.38, -4.74]}}


prediction_id: baaf2603-26f4-4366-a6ed-abca87e9ab3d
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T18:31:11.421825
metrics: {}
file_path: static/predictions\prediction_baaf2603-26f4-4366-a6ed-abca87e9ab3d.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 6.263403415679932, "sales": 6.263403415679932}, {"date": "2025-07-21", "predicted_sales": 6.263403415679932, "sales": 6.263403415679932}, {"date": "2025-07-22", "predicted_sales": 6.263403415679932, "sales": 6.263403415679932}]

chart_data:
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analysis:
{"avg_sales": 6.26, "max_sales": 6.26, "min_sales": 6.26, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a6.26\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a6.26\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a6.26\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31"], "changes": [-1.98, -4.42, -2.16, 0.38, 0.11, 3.11, -2.67]}}


prediction_id: 2437cb85-a3ba-48b9-b844-dde74000cf56
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T18:31:22.127835
metrics: {}
file_path: static/predictions\prediction_2437cb85-a3ba-48b9-b844-dde74000cf56.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 6.263403415679932, "sales": 6.263403415679932}, {"date": "2025-07-21", "predicted_sales": 6.263403415679932, "sales": 6.263403415679932}, {"date": "2025-07-22", "predicted_sales": 6.263403415679932, "sales": 6.263403415679932}]

chart_data:
{"dates": ["2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-29", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-30", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-07-20", "2025-07-21", "2025-07-22"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6.263403415679932, 6.263403415679932, 6.263403415679932], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 6.26, "max_sales": 6.26, "min_sales": 6.26, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a6.26\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a6.26\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a6.26\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31", "2025-12-31"], "changes": [-0.86, -3.25, 1.41, 0.92, -4.12, 1.48, 4.37]}}


prediction_id: 9f1cf587-ec6b-4409-8f94-750ab50d8850
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T18:42:46.214413
metrics: {}
file_path: static/predictions\prediction_9f1cf587-ec6b-4409-8f94-750ab50d8850.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 5.676919460296631, "sales": 5.676919460296631}, {"date": "2025-07-21", "predicted_sales": 5.676919460296631, "sales": 5.676919460296631}, {"date": "2025-07-22", "predicted_sales": 5.676919460296631, "sales": 5.676919460296631}]

chart_data:
{"dates": ["2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-20", "2025-07-21", "2025-07-22"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.676919460296631, 5.676919460296631, 5.676919460296631], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 5.68, "max_sales": 5.68, "min_sales": 5.68, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a5.68\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a5.68\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a5.68\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [-3.28, -1.24, -2.49, 0.26, 4.2, -4.71, -0.69]}}


prediction_id: 29e3ad4d-10a1-4384-8686-01e97a444858
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T18:43:33.811484
metrics: {}
file_path: static/predictions\prediction_29e3ad4d-10a1-4384-8686-01e97a444858.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 5.676919460296631, "sales": 5.676919460296631}, {"date": "2025-07-21", "predicted_sales": 5.676919460296631, "sales": 5.676919460296631}, {"date": "2025-07-22", "predicted_sales": 5.676919460296631, "sales": 5.676919460296631}]

chart_data:
{"dates": ["2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-12", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-13", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-20", "2025-07-21", "2025-07-22"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.676919460296631, 5.676919460296631, 5.676919460296631], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 5.68, "max_sales": 5.68, "min_sales": 5.68, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a5.68\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a5.68\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a5.68\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [-3.5, 0.28, 1.74, -3.31, 0.77, -1.79, 0.12]}}


prediction_id: 9e93f8fe-056f-4d76-8900-319375e79d5e
product_id: 17007726
product_name: 三九胃泰颗粒(三九胃泰)
model_type: transformer
model_id: 17007726_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T19:03:33.627003
metrics: {}
file_path: static/predictions\prediction_9e93f8fe-056f-4d76-8900-319375e79d5e.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 2.3264544010162354, "sales": 2.3264544010162354}, {"date": "2025-07-21", "predicted_sales": 2.326453685760498, "sales": 2.326453685760498}, {"date": "2025-07-22", "predicted_sales": 2.3264524936676025, "sales": 2.3264524936676025}]

chart_data:
{"dates": ["2025-07-20", "2025-07-21", "2025-07-22"], "sales": [2.3264544010162354, 2.326453685760498, 2.3264524936676025], "types": ["\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 2.33, "max_sales": 2.33, "min_sales": 2.33, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a2.33\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a2.33\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a2.33\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"]}


prediction_id: d1c1308e-0c8d-40eb-b065-3ee617949e54
product_id: 17007832
product_name: 健胃消食片(江中)
model_type: transformer
model_id: 17007832_transformer_best
start_date: 2025-07-10
created_at: 2025-07-15T19:22:38.516491
metrics: {}
file_path: static/predictions\prediction_d1c1308e-0c8d-40eb-b065-3ee617949e54.json
predictions_data:
[{"date": "2025-07-15", "predicted_sales": -1.1103090047836304, "sales": -1.1103090047836304}, {"date": "2025-07-16", "predicted_sales": -1.1103090047836304, "sales": -1.1103090047836304}, {"date": "2025-07-17", "predicted_sales": -1.1103090047836304, "sales": -1.1103090047836304}]

chart_data:
{"dates": ["2025-07-07", "2025-07-07", "2025-07-07", "2025-07-07", "2025-07-07", "2025-07-07", "2025-07-07", "2025-07-07", "2025-07-07", "2025-07-07", "2025-07-08", "2025-07-08", "2025-07-08", "2025-07-08", "2025-07-08", "2025-07-08", "2025-07-08", "2025-07-08", "2025-07-08", "2025-07-08", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-15", "2025-07-16", "2025-07-17"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.1103090047836304, -1.1103090047836304, -1.1103090047836304], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": -1.11, "max_sales": -1.11, "min_sales": -1.11, "trend": "\u5e73\u7a33", "growth_rate": 0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a-1.11\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-1.11\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-1.11\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09", "2025-07-09"], "changes": [3.74, -2.5, -1.19, -1.15, 2.16, -2.04, 3.2]}}


prediction_id: 9de8b38b-a557-4482-a604-7e3a64aa61fe
product_id: 17007832
product_name: 健胃消食片(江中)
model_type: transformer
model_id: 17007832_transformer_best
start_date: 2025-06-01
created_at: 2025-07-15T19:32:03.685358
metrics: {}
file_path: static/predictions\prediction_9de8b38b-a557-4482-a604-7e3a64aa61fe.json
predictions_data:
[{"date": "2025-06-06", "predicted_sales": -1.231367588043213, "sales": -1.231367588043213}, {"date": "2025-06-07", "predicted_sales": -1.2313652038574219, "sales": -1.2313652038574219}, {"date": "2025-06-08", "predicted_sales": -1.2313671112060547, "sales": -1.2313671112060547}]

chart_data:
{"dates": ["2025-05-29", "2025-05-29", "2025-05-29", "2025-05-29", "2025-05-29", "2025-05-29", "2025-05-29", "2025-05-29", "2025-05-29", "2025-05-29", "2025-05-30", "2025-05-30", "2025-05-30", "2025-05-30", "2025-05-30", "2025-05-30", "2025-05-30", "2025-05-30", "2025-05-30", "2025-05-30", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-06-06", "2025-06-07", "2025-06-08"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -1.231367588043213, -1.2313652038574219, -1.2313671112060547], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": -1.23, "max_sales": -1.23, "min_sales": -1.23, "trend": "\u4e0a\u5347", "growth_rate": 0, "peaks": [{"date": "2025-06-07", "sales": -1.23}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a-1.23\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-1.23\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-1.23\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31", "2025-05-31"], "changes": [-1.88, 0.75, -4.16, -2.77, -4.41, 2.8, 2.86]}}


prediction_id: 0b89e69a-c79e-4a90-b1d3-e3a4976b6b88
product_id: 17007832
product_name: 健胃消食片(江中)
model_type: transformer
model_id: 17007832_transformer_best
start_date: 2025-07-01
created_at: 2025-07-15T19:32:35.366310
metrics: {}
file_path: static/predictions\prediction_0b89e69a-c79e-4a90-b1d3-e3a4976b6b88.json
predictions_data:
[{"date": "2025-07-06", "predicted_sales": -0.5241503715515137, "sales": -0.5241503715515137}, {"date": "2025-07-07", "predicted_sales": -0.5241475105285645, "sales": -0.5241475105285645}, {"date": "2025-07-08", "predicted_sales": -0.5241484642028809, "sales": -0.5241484642028809}]

chart_data:
{"dates": ["2025-06-28", "2025-06-28", "2025-06-28", "2025-06-28", "2025-06-28", "2025-06-28", "2025-06-28", "2025-06-28", "2025-06-28", "2025-06-28", "2025-06-29", "2025-06-29", "2025-06-29", "2025-06-29", "2025-06-29", "2025-06-29", "2025-06-29", "2025-06-29", "2025-06-29", "2025-06-29", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-07-06", "2025-07-07", "2025-07-08"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, -0.5241503715515137, -0.5241475105285645, -0.5241484642028809], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": -0.52, "max_sales": -0.52, "min_sales": -0.52, "trend": "\u4e0a\u5347", "growth_rate": 0, "peaks": [{"date": "2025-07-07", "sales": -0.52}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a-0.52\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.52\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.52\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30"], "changes": [-4.12, 1.41, -4.88, 2.52, -1.36, -1.41, 4.21]}}


prediction_id: d20d6007-1d90-4c90-9e3c-1b01d369634f
product_id: 17007832
product_name: 健胃消食片(江中)
model_type: transformer
model_id: 17007832_transformer_best
start_date: 2025-07-01
created_at: 2025-07-15T19:33:03.931255
metrics: {}
file_path: static/predictions\prediction_d20d6007-1d90-4c90-9e3c-1b01d369634f.json
predictions_data:
[{"date": "2025-07-06", "predicted_sales": -0.5241503715515137, "sales": -0.5241503715515137}, {"date": "2025-07-07", "predicted_sales": -0.5241475105285645, "sales": -0.5241475105285645}, {"date": "2025-07-08", "predicted_sales": -0.5241484642028809, "sales": -0.5241484642028809}]

chart_data:
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analysis:
{"avg_sales": -0.52, "max_sales": -0.52, "min_sales": -0.52, "trend": "\u4e0a\u5347", "growth_rate": 0, "peaks": [{"date": "2025-07-07", "sales": -0.52}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a-0.52\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.52\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.52\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30"], "changes": [-2.23, -2.64, 3.06, -0.72, 2.88, -2.63, -0.07]}}


prediction_id: 5299f2b1-40e3-4784-b056-091591874d4a
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T19:34:11.690597
metrics: {}
file_path: static/predictions\prediction_5299f2b1-40e3-4784-b056-091591874d4a.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 0.24990645051002502, "sales": 0.24990645051002502}, {"date": "2025-07-21", "predicted_sales": 0.24990645051002502, "sales": 0.24990645051002502}, {"date": "2025-07-22", "predicted_sales": 0.2499062865972519, "sales": 0.2499062865972519}]

chart_data:
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analysis:
{"avg_sales": 0.25, "max_sales": 0.25, "min_sales": 0.25, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a0.25\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [-1.82, 0.44, -4.86, 0.51, 0.05, -4.47, -1.92]}}


prediction_id: 22fdd39c-1d1a-40b7-be10-10702edba5e7
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_best
start_date: 2025-07-01
created_at: 2025-07-15T19:34:42.549125
metrics: {}
file_path: static/predictions\prediction_22fdd39c-1d1a-40b7-be10-10702edba5e7.json
predictions_data:
[{"date": "2025-07-06", "predicted_sales": 0.24990645051002502, "sales": 0.24990645051002502}, {"date": "2025-07-07", "predicted_sales": 0.24990645051002502, "sales": 0.24990645051002502}, {"date": "2025-07-08", "predicted_sales": 0.2499062865972519, "sales": 0.2499062865972519}]

chart_data:
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analysis:
{"avg_sales": 0.25, "max_sales": 0.25, "min_sales": 0.25, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a0.25\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30"], "changes": [3.73, 0.01, 4.23, 2.06, 4.46, 2.56, -2.9]}}


prediction_id: c435400b-4ea4-4a19-ab87-eae1ebdce517
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_50
start_date: 2025-07-01
created_at: 2025-07-15T19:35:02.926577
metrics: {}
file_path: static/predictions\prediction_c435400b-4ea4-4a19-ab87-eae1ebdce517.json
predictions_data:
[{"date": "2025-07-06", "predicted_sales": -0.14533239603042603, "sales": -0.14533239603042603}, {"date": "2025-07-07", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}, {"date": "2025-07-08", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}]

chart_data:
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analysis:
{"avg_sales": -0.15, "max_sales": -0.15, "min_sales": -0.15, "trend": "\u4e0b\u964d", "growth_rate": 0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30"], "changes": [-3.44, 1.3, 3.43, 0.34, 2.66, -0.73, 4.83]}}


prediction_id: 4dd95787-cde2-476b-ac54-de4f9f3fb35c
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_final_epoch_50
start_date: 2025-07-01
created_at: 2025-07-15T19:35:17.745658
metrics: {}
file_path: static/predictions\prediction_4dd95787-cde2-476b-ac54-de4f9f3fb35c.json
predictions_data:
[{"date": "2025-07-06", "predicted_sales": -0.14533239603042603, "sales": -0.14533239603042603}, {"date": "2025-07-07", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}, {"date": "2025-07-08", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}]

chart_data:
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analysis:
{"avg_sales": -0.15, "max_sales": -0.15, "min_sales": -0.15, "trend": "\u4e0b\u964d", "growth_rate": 0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30"], "changes": [0.98, -2.8, -3.46, 0.83, -1.89, 1.11, -3.81]}}


prediction_id: 3374c8e3-2151-4089-a106-48ed3fb73f2d
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_final_epoch_50
start_date: 2025-07-15
created_at: 2025-07-15T19:35:33.659752
metrics: {}
file_path: static/predictions\prediction_3374c8e3-2151-4089-a106-48ed3fb73f2d.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": -0.14533239603042603, "sales": -0.14533239603042603}, {"date": "2025-07-21", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}, {"date": "2025-07-22", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}]

chart_data:
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analysis:
{"avg_sales": -0.15, "max_sales": -0.15, "min_sales": -0.15, "trend": "\u4e0b\u964d", "growth_rate": 0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [0.79, -1.1, -3.35, -1.5, 4.66, -3.12, 1.13]}}


prediction_id: 31583409-3bbe-4d0b-ba73-89d22bffae85
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T19:40:42.162402
metrics: {}
file_path: static/predictions\prediction_31583409-3bbe-4d0b-ba73-89d22bffae85.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 0.24990645051002502, "sales": 0.24990645051002502}, {"date": "2025-07-21", "predicted_sales": 0.24990645051002502, "sales": 0.24990645051002502}, {"date": "2025-07-22", "predicted_sales": 0.2499062865972519, "sales": 0.2499062865972519}]

chart_data:
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analysis:
{"avg_sales": 0.25, "max_sales": 0.25, "min_sales": 0.25, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a0.25\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [-2.86, 2.46, -0.78, -0.34, -0.23, -1.62, 2.46]}}


prediction_id: 4d1f7370-97c7-4710-9dae-fa425b11a9be
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_30
start_date: 2025-07-15
created_at: 2025-07-15T19:40:55.302703
metrics: {}
file_path: static/predictions\prediction_4d1f7370-97c7-4710-9dae-fa425b11a9be.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": -0.12224847078323364, "sales": -0.12224847078323364}, {"date": "2025-07-21", "predicted_sales": -0.12224812805652618, "sales": -0.12224812805652618}, {"date": "2025-07-22", "predicted_sales": -0.12224829941987991, "sales": -0.12224829941987991}]

chart_data:
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analysis:
{"avg_sales": -0.12, "max_sales": -0.12, "min_sales": -0.12, "trend": "\u4e0a\u5347", "growth_rate": 0, "peaks": [{"date": "2025-07-21", "sales": -0.12}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a-0.12\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.12\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.12\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [1.49, 1.62, 2.18, -4.19, 0.8, 4.87, 2.43]}}


prediction_id: 337d4c7b-e5b8-4d8e-90a4-622a0f8fbd26
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_40
start_date: 2025-07-15
created_at: 2025-07-15T19:41:01.533188
metrics: {}
file_path: static/predictions\prediction_337d4c7b-e5b8-4d8e-90a4-622a0f8fbd26.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": -0.11547533422708511, "sales": -0.11547533422708511}, {"date": "2025-07-21", "predicted_sales": -0.11547499150037766, "sales": -0.11547499150037766}, {"date": "2025-07-22", "predicted_sales": -0.11547499150037766, "sales": -0.11547499150037766}]

chart_data:
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analysis:
{"avg_sales": -0.12, "max_sales": -0.12, "min_sales": -0.12, "trend": "\u4e0a\u5347", "growth_rate": 0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a-0.12\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.12\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.12\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [-0.91, -4.87, 3.01, -0.62, 0.71, -2.45, -0.25]}}


prediction_id: 3363c068-d1b6-46f7-86b7-9532c6bfd18f
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_50
start_date: 2025-07-15
created_at: 2025-07-15T19:41:06.945000
metrics: {}
file_path: static/predictions\prediction_3363c068-d1b6-46f7-86b7-9532c6bfd18f.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": -0.14533239603042603, "sales": -0.14533239603042603}, {"date": "2025-07-21", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}, {"date": "2025-07-22", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}]

chart_data:
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analysis:
{"avg_sales": -0.15, "max_sales": -0.15, "min_sales": -0.15, "trend": "\u4e0b\u964d", "growth_rate": 0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [1.37, -2.09, 4.33, 2.15, -4.97, 1.81, -0.66]}}


prediction_id: a1042f29-aca6-4521-8f16-32454f414302
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_final_epoch_50
start_date: 2025-07-15
created_at: 2025-07-15T19:41:14.165279
metrics: {}
file_path: static/predictions\prediction_a1042f29-aca6-4521-8f16-32454f414302.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": -0.14533239603042603, "sales": -0.14533239603042603}, {"date": "2025-07-21", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}, {"date": "2025-07-22", "predicted_sales": -0.14533257484436035, "sales": -0.14533257484436035}]

chart_data:
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analysis:
{"avg_sales": -0.15, "max_sales": -0.15, "min_sales": -0.15, "trend": "\u4e0b\u964d", "growth_rate": 0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [0.09, 0.95, 1.84, 2.82, 3.43, -0.49, -2.08]}}


prediction_id: 04ee1cd8-92da-4b1a-acb4-6fe5b9d46048
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_10
start_date: 2025-07-15
created_at: 2025-07-15T19:41:22.612644
metrics: {}
file_path: static/predictions\prediction_04ee1cd8-92da-4b1a-acb4-6fe5b9d46048.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 0.314116895198822, "sales": 0.314116895198822}, {"date": "2025-07-21", "predicted_sales": 0.3141167461872101, "sales": 0.3141167461872101}, {"date": "2025-07-22", "predicted_sales": 0.31411638855934143, "sales": 0.31411638855934143}]

chart_data:
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analysis:
{"avg_sales": 0.31, "max_sales": 0.31, "min_sales": 0.31, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a0.31\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.31\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.31\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [0.53, -0.41, -3.15, 3.02, -2.58, 3.46, 0.4]}}


prediction_id: 3d0c99ed-943d-4611-809c-ecbd5a5c8abf
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_10
start_date: 2025-07-01
created_at: 2025-07-15T19:41:42.514306
metrics: {}
file_path: static/predictions\prediction_3d0c99ed-943d-4611-809c-ecbd5a5c8abf.json
predictions_data:
[{"date": "2025-07-06", "predicted_sales": 0.314116895198822, "sales": 0.314116895198822}, {"date": "2025-07-07", "predicted_sales": 0.3141167461872101, "sales": 0.3141167461872101}, {"date": "2025-07-08", "predicted_sales": 0.31411638855934143, "sales": 0.31411638855934143}]

chart_data:
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analysis:
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prediction_id: e16f3671-8af3-4427-8c0a-eae703c4b66e
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_best
start_date: 2025-07-01
created_at: 2025-07-15T19:41:50.095622
metrics: {}
file_path: static/predictions\prediction_e16f3671-8af3-4427-8c0a-eae703c4b66e.json
predictions_data:
[{"date": "2025-07-06", "predicted_sales": 0.24990645051002502, "sales": 0.24990645051002502}, {"date": "2025-07-07", "predicted_sales": 0.24990645051002502, "sales": 0.24990645051002502}, {"date": "2025-07-08", "predicted_sales": 0.2499062865972519, "sales": 0.2499062865972519}]

chart_data:
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analysis:
{"avg_sales": 0.25, "max_sales": 0.25, "min_sales": 0.25, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a0.25\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.25\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30", "2025-06-30"], "changes": [3.28, 2.52, 4.77, -3.4, -2.54, 1.01, 0.34]}}


prediction_id: c3dec5c6-e922-4758-a4f5-c32e6f1983b0
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_best
start_date: 2025-07-15
created_at: 2025-07-15T20:01:46.690034
metrics: {}
file_path: static/predictions\prediction_c3dec5c6-e922-4758-a4f5-c32e6f1983b0.json
predictions_data:
[{"date": "2025-07-20", "predicted_sales": 0.030443299561738968, "sales": 0.030443299561738968}, {"date": "2025-07-21", "predicted_sales": 0.030443042516708374, "sales": 0.030443042516708374}, {"date": "2025-07-22", "predicted_sales": 0.03044312819838524, "sales": 0.03044312819838524}]

chart_data:
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analysis:
{"avg_sales": 0.03, "max_sales": 0.03, "min_sales": 0.03, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a0.03\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.03\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.03\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14", "2025-07-14"], "changes": [0.62, -4.07, -0.37, 3.42, -1.0, 3.62, 3.69]}}


prediction_id: f764f3e4-2a83-4ae4-b4da-9bcde6cd7816
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T09:17:18.815895
metrics: {}
chart_data: null
file_path: static/predictions\prediction_f764f3e4-2a83-4ae4-b4da-9bcde6cd7816.json
predictions_data:
[{"date": "2025-07-21", "predicted_sales": 0.03228014335036278, "sales": 0.03228014335036278}, {"date": "2025-07-22", "predicted_sales": 0.03227997198700905, "sales": 0.03227997198700905}, {"date": "2025-07-23", "predicted_sales": 0.032279543578624725, "sales": 0.032279543578624725}]

analysis:
{"avg_sales": 0.03, "max_sales": 0.03, "min_sales": 0.03, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a0.03\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.03\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.03\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-21", "2025-07-22", "2025-07-23"], "changes": [-0.92, 4.78, 0.28]}}


prediction_id: f859ed9b-eed5-4e40-b126-ff3d1ce233de
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T09:20:13.512287
metrics: {}
chart_data: null
file_path: static/predictions\prediction_f859ed9b-eed5-4e40-b126-ff3d1ce233de.json
predictions_data:
[{"date": "2025-07-21", "predicted_sales": 0.24285630881786346, "sales": 0.24285630881786346}, {"date": "2025-07-22", "predicted_sales": 0.24285656213760376, "sales": 0.24285656213760376}, {"date": "2025-07-23", "predicted_sales": 0.2428564876317978, "sales": 0.2428564876317978}]

analysis:
{"avg_sales": 0.24, "max_sales": 0.24, "min_sales": 0.24, "trend": "\u4e0a\u5347", "growth_rate": 0.0, "peaks": [{"date": "2025-07-22", "sales": 0.24}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a0.24\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.24\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.24\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-21", "2025-07-22", "2025-07-23"], "changes": [-4.82, 1.78, -4.78]}}


prediction_id: 71744ff8-9dc4-4b2a-920b-a651c848da05
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: transformer
model_id: 17021449_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T09:20:41.331526
metrics: {}
chart_data: null
file_path: static/predictions\prediction_71744ff8-9dc4-4b2a-920b-a651c848da05.json
predictions_data:
[{"date": "2025-07-21", "predicted_sales": 0.24285630881786346, "sales": 0.24285630881786346}, {"date": "2025-07-22", "predicted_sales": 0.24285656213760376, "sales": 0.24285656213760376}, {"date": "2025-07-23", "predicted_sales": 0.2428564876317978, "sales": 0.2428564876317978}]

analysis:
{"avg_sales": 0.24, "max_sales": 0.24, "min_sales": 0.24, "trend": "\u4e0a\u5347", "growth_rate": 0.0, "peaks": [{"date": "2025-07-22", "sales": 0.24}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a0.24\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.24\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.24\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-21", "2025-07-22", "2025-07-23"], "changes": [0.36, 3.63, 2.99]}}


prediction_id: 171ffcb5-3418-40e7-a752-e63195b8c97e
product_id: 17022040
product_name: 维生素B2片
model_type: transformer
model_id: 17022040_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T09:22:49.715507
metrics: {}
chart_data: null
file_path: static/predictions\prediction_171ffcb5-3418-40e7-a752-e63195b8c97e.json
predictions_data:
[{"date": "2025-07-21", "predicted_sales": 2.6740570068359375, "sales": 2.6740570068359375}, {"date": "2025-07-22", "predicted_sales": 2.6740570068359375, "sales": 2.6740570068359375}, {"date": "2025-07-23", "predicted_sales": 2.6740570068359375, "sales": 2.6740570068359375}]

analysis:
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prediction_id: 5f417a64-8ce8-423e-92a9-a4cef6c00671
product_id: 17004381
product_name: 左炔诺孕酮片(金毓婷)
model_type: transformer
model_id: 17004381_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T09:28:25.936226
metrics: {}
file_path: static/predictions\prediction_5f417a64-8ce8-423e-92a9-a4cef6c00671.json
predictions_data:
[{"date": "2025-07-21", "predicted_sales": 20.786863327026367, "sales": 20.786863327026367}, {"date": "2025-07-22", "predicted_sales": 20.786855697631836, "sales": 20.786855697631836}, {"date": "2025-07-23", "predicted_sales": 20.786861419677734, "sales": 20.786861419677734}]

chart_data:
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analysis:
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prediction_id: 18e59c7c-a792-4c68-a6b9-0e5b577b1c4c
product_id: 17004381
product_name: 左炔诺孕酮片(金毓婷)
model_type: transformer
model_id: 17004381_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T09:30:38.771622
metrics: {}
file_path: static/predictions\prediction_18e59c7c-a792-4c68-a6b9-0e5b577b1c4c.json
predictions_data:
[{"date": "2025-07-21", "predicted_sales": 20.786863327026367, "sales": 20.786863327026367}, {"date": "2025-07-22", "predicted_sales": 20.786855697631836, "sales": 20.786855697631836}, {"date": "2025-07-23", "predicted_sales": 20.786861419677734, "sales": 20.786861419677734}]

chart_data:
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analysis:
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prediction_id: b7219c21-9ef3-4ae0-b9cf-c8910def00cb
product_id: 17049979
product_name: 开塞露((易下)
model_type: transformer
model_id: 17049979_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T10:11:25.791666
metrics: {}
file_path: static/predictions\prediction_b7219c21-9ef3-4ae0-b9cf-c8910def00cb.json
predictions_data:
[{"date": "2025-07-21", "predicted_sales": 19.013410568237305, "sales": 19.013410568237305}, {"date": "2025-07-22", "predicted_sales": 19.013410568237305, "sales": 19.013410568237305}, {"date": "2025-07-23", "predicted_sales": 19.013402938842773, "sales": 19.013402938842773}]

chart_data:
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analysis:
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prediction_id: 67296d08-d643-4b80-a919-353f5cbc944d
product_id: 17049979
product_name: 开塞露((易下)
model_type: transformer
model_id: 17049979_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T10:21:03.339752
metrics: {}
file_path: static/predictions\prediction_67296d08-d643-4b80-a919-353f5cbc944d.json
predictions_data:
[{"date": "2025-07-21", "predicted_sales": 19.013410568237305, "sales": 19.013410568237305}, {"date": "2025-07-22", "predicted_sales": 19.013410568237305, "sales": 19.013410568237305}, {"date": "2025-07-23", "predicted_sales": 19.013402938842773, "sales": 19.013402938842773}]

chart_data:
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analysis:
{"avg_sales": 19.01, "max_sales": 19.01, "min_sales": 19.01, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a19.01\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a19.01\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a19.01\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-09", "2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15"], "changes": [-3.53, -2.34, -0.09, 4.88, 4.53, -2.01, 3.86]}}


prediction_id: 775e536f-3644-4f00-8f23-0408d8497ce3
product_id: 17049979
product_name: 开塞露((易下)
model_type: transformer
model_id: 17049979_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T10:38:56.375193
metrics: {}
file_path: static/predictions\prediction_775e536f-3644-4f00-8f23-0408d8497ce3.json
predictions_data:
[{"date": "2025-08-15", "predicted_sales": 1.5510543584823608, "sales": 1.5510543584823608}, {"date": "2025-08-16", "predicted_sales": 1.5510543584823608, "sales": 1.5510543584823608}, {"date": "2025-08-17", "predicted_sales": 1.5510543584823608, "sales": 1.5510543584823608}, {"date": "2025-08-18", "predicted_sales": 1.5510543584823608, "sales": 1.5510543584823608}, {"date": "2025-08-19", "predicted_sales": 1.5510475635528564, "sales": 1.5510475635528564}, {"date": "2025-08-20", "predicted_sales": 1.5510475635528564, "sales": 1.5510475635528564}, {"date": "2025-08-21", "predicted_sales": 1.551033854484558, "sales": 1.551033854484558}]

chart_data:
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analysis:
{"avg_sales": 1.55, "max_sales": 1.55, "min_sales": 1.55, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a1.55\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a1.55\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a1.55\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-09", "2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15"], "changes": [1.91, -0.7, 3.29, -4.17, 3.67, 2.92, 1.52]}}


prediction_id: ff30504e-4aba-4e39-a1e2-a9f2bd0755e4
product_id: 17049979
product_name: 开塞露((易下)
model_type: transformer
model_id: 17049979_transformer_best
start_date: 2025-12-01
created_at: 2025-07-16T11:08:50.074551
metrics: {}
file_path: static/predictions\prediction_ff30504e-4aba-4e39-a1e2-a9f2bd0755e4.json
predictions_data:
[{"date": "2025-12-31", "predicted_sales": 27.284366607666016, "sales": 27.284366607666016}, {"date": "2026-01-01", "predicted_sales": 27.284353256225586, "sales": 27.284353256225586}, {"date": "2026-01-02", "predicted_sales": 27.284366607666016, "sales": 27.284366607666016}, {"date": "2026-01-03", "predicted_sales": 27.284353256225586, "sales": 27.284353256225586}, {"date": "2026-01-04", "predicted_sales": 27.284360885620117, "sales": 27.284360885620117}, {"date": "2026-01-05", "predicted_sales": 27.284353256225586, "sales": 27.284353256225586}, {"date": "2026-01-06", "predicted_sales": 27.284353256225586, "sales": 27.284353256225586}]

chart_data:
{"dates": ["2025-11-01", "2025-11-02", "2025-11-03", "2025-11-04", "2025-11-05", "2025-11-06", "2025-11-07", "2025-11-08", "2025-11-09", "2025-11-10", "2025-11-11", "2025-11-12", "2025-11-13", "2025-11-14", "2025-11-15", "2025-11-16", "2025-11-17", "2025-11-18", "2025-11-19", "2025-11-20", "2025-11-21", "2025-11-22", "2025-11-23", "2025-11-24", "2025-11-25", "2025-11-26", "2025-11-27", "2025-11-28", "2025-11-29", "2025-11-30", "2025-12-31", "2026-01-01", "2026-01-02", "2026-01-03", "2026-01-04", "2026-01-05", "2026-01-06"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 27.284366607666016, 27.284353256225586, 27.284366607666016, 27.284353256225586, 27.284360885620117, 27.284353256225586, 27.284353256225586], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 27.28, "max_sales": 27.28, "min_sales": 27.28, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [{"date": "2026-01-02", "sales": 27.28}, {"date": "2026-01-04", "sales": 27.28}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a27.28\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a27.28\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a27.28\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-11-24", "2025-11-25", "2025-11-26", "2025-11-27", "2025-11-28", "2025-11-29", "2025-11-30"], "changes": [-3.59, -0.92, -3.79, -3.14, 3.79, -1.94, -0.39]}}


prediction_id: 73660d85-f3d7-4abd-8dd5-2869b656afdd
product_id: 17049979
product_name: 开塞露((易下)
model_type: transformer
model_id: 17049979_transformer_best
start_date: 2025-12-01
created_at: 2025-07-16T11:09:24.741764
metrics: {}
file_path: static/predictions\prediction_73660d85-f3d7-4abd-8dd5-2869b656afdd.json
predictions_data:
[{"date": "2025-12-31", "predicted_sales": 27.284366607666016, "sales": 27.284366607666016}, {"date": "2026-01-01", "predicted_sales": 27.284353256225586, "sales": 27.284353256225586}, {"date": "2026-01-02", "predicted_sales": 27.284366607666016, "sales": 27.284366607666016}, {"date": "2026-01-03", "predicted_sales": 27.284353256225586, "sales": 27.284353256225586}, {"date": "2026-01-04", "predicted_sales": 27.284360885620117, "sales": 27.284360885620117}, {"date": "2026-01-05", "predicted_sales": 27.284353256225586, "sales": 27.284353256225586}, {"date": "2026-01-06", "predicted_sales": 27.284353256225586, "sales": 27.284353256225586}]

chart_data:
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analysis:
{"avg_sales": 27.28, "max_sales": 27.28, "min_sales": 27.28, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [{"date": "2026-01-02", "sales": 27.28}, {"date": "2026-01-04", "sales": 27.28}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a27.28\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a27.28\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a27.28\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-11-24", "2025-11-25", "2025-11-26", "2025-11-27", "2025-11-28", "2025-11-29", "2025-11-30"], "changes": [-4.91, -3.57, 2.22, 1.39, -1.27, -3.48, -4.31]}}


prediction_id: cd2470ce-902c-49f5-b2e6-7129dc733770
product_id: 17049979
product_name: 开塞露((易下)
model_type: transformer
model_id: 17049979_transformer_best
start_date: 2024-12-01
created_at: 2025-07-16T11:09:34.028885
metrics: {}
file_path: static/predictions\prediction_cd2470ce-902c-49f5-b2e6-7129dc733770.json
predictions_data:
[{"date": "2024-12-31", "predicted_sales": 34.471561431884766, "sales": 34.471561431884766}, {"date": "2025-01-01", "predicted_sales": 34.47157669067383, "sales": 34.47157669067383}, {"date": "2025-01-02", "predicted_sales": 34.471561431884766, "sales": 34.471561431884766}, {"date": "2025-01-03", "predicted_sales": 34.47157669067383, "sales": 34.47157669067383}, {"date": "2025-01-04", "predicted_sales": 34.471561431884766, "sales": 34.471561431884766}, {"date": "2025-01-05", "predicted_sales": 34.47158432006836, "sales": 34.47158432006836}, {"date": "2025-01-06", "predicted_sales": 34.47157669067383, "sales": 34.47157669067383}]

chart_data:
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analysis:
{"avg_sales": 34.47, "max_sales": 34.47, "min_sales": 34.47, "trend": "\u4e0a\u5347", "growth_rate": 0.0, "peaks": [{"date": "2025-01-01", "sales": 34.47}, {"date": "2025-01-03", "sales": 34.47}, {"date": "2025-01-05", "sales": 34.47}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a34.47\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a34.47\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a34.47\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2024-11-02", "2024-11-03", "2024-11-04", "2024-11-05", "2024-11-06", "2024-11-07", "2024-11-08", "2024-11-09", "2024-11-10", "2024-11-11", "2024-11-12", "2024-11-13", "2024-11-14", "2024-11-15", "2024-11-16", "2024-11-17", "2024-11-18", "2024-11-19", "2024-11-20", "2024-11-21", "2024-11-22", "2024-11-23", "2024-11-24", "2024-11-25", "2024-11-26", "2024-11-27", "2024-11-28", "2024-11-29", "2024-11-30"], "changes": [-10.26, -15.87, 53.21, -4.19, -25.96, -9.03, 52.29, -18.05, 23.85, -59.01, 24.7, 28.02, 6.79, 4.95, 22.22, 0.0, -3.03, -1.99, -27.25, 44.62, -31.68, 13.31, -8.19, 95.74, -33.27, -24.63, -11.81, -50.89, 314.55]}}


prediction_id: 4c1aff82-7e01-4d5a-8f2f-777498bb4bcb
product_id: 17049979
product_name: 开塞露((易下)
model_type: transformer
model_id: 17049979_transformer_best
start_date: 2024-02-01
created_at: 2025-07-16T11:10:36.826317
metrics: {}
file_path: static/predictions\prediction_4c1aff82-7e01-4d5a-8f2f-777498bb4bcb.json
predictions_data:
[{"date": "2024-03-02", "predicted_sales": 29.385604858398438, "sales": 29.385604858398438}, {"date": "2024-03-03", "predicted_sales": 29.38561248779297, "sales": 29.38561248779297}, {"date": "2024-03-04", "predicted_sales": 29.385604858398438, "sales": 29.385604858398438}, {"date": "2024-03-05", "predicted_sales": 29.38561248779297, "sales": 29.38561248779297}, {"date": "2024-03-06", "predicted_sales": 29.38561248779297, "sales": 29.38561248779297}, {"date": "2024-03-07", "predicted_sales": 29.38561248779297, "sales": 29.38561248779297}, {"date": "2024-03-08", "predicted_sales": 29.385604858398438, "sales": 29.385604858398438}]

chart_data:
{"dates": ["2024-01-02", "2024-01-03", "2024-01-04", "2024-01-05", "2024-01-06", "2024-01-07", "2024-01-08", "2024-01-09", "2024-01-10", "2024-01-11", "2024-01-12", "2024-01-13", "2024-01-14", "2024-01-15", "2024-01-16", "2024-01-17", "2024-01-18", "2024-01-19", "2024-01-20", "2024-01-21", "2024-01-22", "2024-01-23", "2024-01-24", "2024-01-25", "2024-01-26", "2024-01-27", "2024-01-28", "2024-01-29", "2024-01-30", "2024-01-31", "2024-03-02", "2024-03-03", "2024-03-04", "2024-03-05", "2024-03-06", "2024-03-07", "2024-03-08"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 29.0, 27.0, 19.0, 27.0, 52.0, 22.0, 68.0, 17.0, 63.0, 28.0, 0.0, 3.0, 2.0, 11.0, 18.0, 44.0, 16.0, 1.0, 51.0, 28.0, 18.0, 15.0, 29.385604858398438, 29.38561248779297, 29.385604858398438, 29.38561248779297, 29.38561248779297, 29.38561248779297, 29.385604858398438], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 29.39, "max_sales": 29.39, "min_sales": 29.39, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [{"date": "2024-03-03", "sales": 29.39}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a29.39\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a29.39\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a29.39\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2024-01-11", "2024-01-12", "2024-01-13", "2024-01-14", "2024-01-15", "2024-01-16", "2024-01-17", "2024-01-18", "2024-01-19", "2024-01-20", "2024-01-22", "2024-01-23", "2024-01-24", "2024-01-25", "2024-01-26", "2024-01-27", "2024-01-28", "2024-01-29", "2024-01-30", "2024-01-31"], "changes": [-6.9, -29.63, 42.11, 92.59, -57.69, 209.09, -75.0, 270.59, -55.56, -100.0, -33.33, 450.0, 63.64, 144.44, -63.64, -93.75, 5000.0, -45.1, -35.71, -16.67]}}


prediction_id: f32da420-0826-46fe-aa86-ebde71925272
product_id: 17049979
product_name: 开塞露((易下)
model_type: transformer
model_id: 17049979_transformer_best
start_date: 2025-12-01
created_at: 2025-07-16T11:11:08.510258
metrics: {}
file_path: static/predictions\prediction_f32da420-0826-46fe-aa86-ebde71925272.json
predictions_data:
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chart_data:
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analysis:
{"avg_sales": 27.28, "max_sales": 27.28, "min_sales": 27.28, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [{"date": "2026-01-02", "sales": 27.28}, {"date": "2026-01-04", "sales": 27.28}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a27.28\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a27.28\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a27.28\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-11-24", "2025-11-25", "2025-11-26", "2025-11-27", "2025-11-28", "2025-11-29", "2025-11-30"], "changes": [-0.17, -4.97, 1.96, -2.39, -1.68, 3.2, -2.46]}}


prediction_id: f1b70e58-451e-4452-b410-09c780faee76
product_id: 17049979
product_name: 开塞露((易下)
model_type: transformer
model_id: 17049979_transformer_best
start_date: 2025-12-01
created_at: 2025-07-16T11:12:28.156995
metrics: {}
file_path: static/predictions\prediction_f1b70e58-451e-4452-b410-09c780faee76.json
analysis:
{"avg_sales": 27.28, "max_sales": 27.28, "min_sales": 27.28, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [{"date": "2026-01-02", "sales": 27.28}, {"date": "2026-01-04", "sales": 27.28}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a27.28\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a27.28\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a27.28\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-11-24", "2025-11-25", "2025-11-26", "2025-11-27", "2025-11-28", "2025-11-29", "2025-11-30"], "changes": [2.77, 2.21, 0.04, 0.84, 3.19, -2.07, -0.97]}}


prediction_id: 8d8a5bc5-1fb0-4a2e-9089-482784e02aa8
product_id: 17049979
product_name: 开塞露((易下)
model_type: transformer
model_id: 17049979_transformer_best
start_date: 2025-09-01
created_at: 2025-07-16T11:12:36.243122
metrics: {}
file_path: static/predictions\prediction_8d8a5bc5-1fb0-4a2e-9089-482784e02aa8.json
predictions_data:
[{"date": "2025-10-01", "predicted_sales": 7.118488311767578, "sales": 7.118488311767578}, {"date": "2025-10-02", "predicted_sales": 7.118495464324951, "sales": 7.118495464324951}, {"date": "2025-10-03", "predicted_sales": 7.118488311767578, "sales": 7.118488311767578}, {"date": "2025-10-04", "predicted_sales": 7.118495464324951, "sales": 7.118495464324951}, {"date": "2025-10-05", "predicted_sales": 7.118488311767578, "sales": 7.118488311767578}, {"date": "2025-10-06", "predicted_sales": 7.118502140045166, "sales": 7.118502140045166}, {"date": "2025-10-07", "predicted_sales": 7.118502140045166, "sales": 7.118502140045166}]

chart_data:
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analysis:
{"avg_sales": 7.12, "max_sales": 7.12, "min_sales": 7.12, "trend": "\u4e0a\u5347", "growth_rate": 0.0, "peaks": [{"date": "2025-10-02", "sales": 7.12}, {"date": "2025-10-04", "sales": 7.12}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a7.12\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a7.12\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a7.12\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-08-25", "2025-08-26", "2025-08-27", "2025-08-28", "2025-08-29", "2025-08-30", "2025-08-31"], "changes": [1.56, -2.41, 1.43, 0.74, -3.05, 2.62, 0.25]}}


prediction_id: 68414e04-8963-45fa-acdb-4eef6f1ccf29
product_id: 17049979
product_name: 开塞露((易下)
model_type: transformer
model_id: 17049979_transformer_best
start_date: 2025-09-01
created_at: 2025-07-16T11:12:43.377313
metrics: {}
file_path: static/predictions\prediction_68414e04-8963-45fa-acdb-4eef6f1ccf29.json
predictions_data:
[{"date": "2025-10-01", "predicted_sales": 7.118488311767578, "sales": 7.118488311767578}, {"date": "2025-10-02", "predicted_sales": 7.118495464324951, "sales": 7.118495464324951}, {"date": "2025-10-03", "predicted_sales": 7.118488311767578, "sales": 7.118488311767578}, {"date": "2025-10-04", "predicted_sales": 7.118495464324951, "sales": 7.118495464324951}, {"date": "2025-10-05", "predicted_sales": 7.118488311767578, "sales": 7.118488311767578}, {"date": "2025-10-06", "predicted_sales": 7.118502140045166, "sales": 7.118502140045166}, {"date": "2025-10-07", "predicted_sales": 7.118502140045166, "sales": 7.118502140045166}]

chart_data:
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analysis:
{"avg_sales": 7.12, "max_sales": 7.12, "min_sales": 7.12, "trend": "\u4e0a\u5347", "growth_rate": 0.0, "peaks": [{"date": "2025-10-02", "sales": 7.12}, {"date": "2025-10-04", "sales": 7.12}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a7.12\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a7.12\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a7.12\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-08-25", "2025-08-26", "2025-08-27", "2025-08-28", "2025-08-29", "2025-08-30", "2025-08-31"], "changes": [-3.34, -1.39, -3.49, -3.7, 1.63, -1.64, -1.83]}}


prediction_id: 1da3dc6d-1c3b-4da1-ab11-216708a95c99
product_id: 17049979
product_name: 开塞露((易下)
model_type: transformer
model_id: 17049979_transformer_best
start_date: 2025-01-27
created_at: 2025-07-16T11:12:58.688411
metrics: {}
file_path: static/predictions\prediction_1da3dc6d-1c3b-4da1-ab11-216708a95c99.json
predictions_data:
[{"date": "2025-02-26", "predicted_sales": 32.70195770263672, "sales": 32.70195770263672}, {"date": "2025-02-27", "predicted_sales": 32.70195770263672, "sales": 32.70195770263672}, {"date": "2025-02-28", "predicted_sales": 32.70195770263672, "sales": 32.70195770263672}, {"date": "2025-03-01", "predicted_sales": 32.70195770263672, "sales": 32.70195770263672}, {"date": "2025-03-02", "predicted_sales": 32.70195007324219, "sales": 32.70195007324219}, {"date": "2025-03-03", "predicted_sales": 32.70195770263672, "sales": 32.70195770263672}, {"date": "2025-03-04", "predicted_sales": 32.70197296142578, "sales": 32.70197296142578}]

chart_data:
{"dates": ["2024-12-28", "2024-12-29", "2024-12-30", "2024-12-31", "2025-01-01", "2025-01-02", "2025-01-03", "2025-01-04", "2025-01-05", "2025-01-06", "2025-01-07", "2025-01-08", "2025-01-09", "2025-01-10", "2025-01-11", "2025-01-12", "2025-01-13", "2025-01-14", "2025-01-15", "2025-01-16", "2025-01-17", "2025-01-18", "2025-01-19", "2025-01-20", "2025-01-21", "2025-01-22", "2025-01-23", "2025-01-24", "2025-01-25", "2025-01-26", "2025-02-26", "2025-02-27", "2025-02-28", "2025-03-01", "2025-03-02", "2025-03-03", "2025-03-04"], "sales": [305.0, 164.0, 263.0, 193.0, 281.0, 442.0, 463.0, 181.0, 177.0, 239.0, 316.0, 312.0, 287.0, 300.0, 245.0, 236.0, 293.0, 269.0, 337.0, 209.0, 289.0, 276.0, 173.0, 218.0, 147.0, 260.0, 249.0, 128.0, 394.0, 367.0, 32.70195770263672, 32.70195770263672, 32.70195770263672, 32.70195770263672, 32.70195007324219, 32.70195770263672, 32.70197296142578], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 32.7, "max_sales": 32.7, "min_sales": 32.7, "trend": "\u4e0a\u5347", "growth_rate": 0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a32.7\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a32.7\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a32.7\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2024-12-29", "2024-12-30", "2024-12-31", "2025-01-01", "2025-01-02", "2025-01-03", "2025-01-04", "2025-01-05", "2025-01-06", "2025-01-07", "2025-01-08", "2025-01-09", "2025-01-10", "2025-01-11", "2025-01-12", "2025-01-13", "2025-01-14", "2025-01-15", "2025-01-16", "2025-01-17", "2025-01-18", "2025-01-19", "2025-01-20", "2025-01-21", "2025-01-22", "2025-01-23", "2025-01-24", "2025-01-25", "2025-01-26"], "changes": [-46.23, 60.37, -26.62, 45.6, 57.3, 4.75, -60.91, -2.21, 35.03, 32.22, -1.27, -8.01, 4.53, -18.33, -3.67, 24.15, -8.19, 25.28, -37.98, 38.28, -4.5, -37.32, 26.01, -32.57, 76.87, -4.23, -48.59, 207.81, -6.85]}}


prediction_id: 129863d2-c804-42d2-bd13-35620d5c1e15
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T11:49:29.081620
metrics: {}
file_path: static/predictions\prediction_129863d2-c804-42d2-bd13-35620d5c1e15.json
predictions_data:
[{"date": "2025-08-15", "predicted_sales": -0.14608490467071533, "sales": -0.14608490467071533}, {"date": "2025-08-16", "predicted_sales": -0.14608490467071533, "sales": -0.14608490467071533}, {"date": "2025-08-17", "predicted_sales": -0.14608490467071533, "sales": -0.14608490467071533}, {"date": "2025-08-18", "predicted_sales": -0.14608490467071533, "sales": -0.14608490467071533}, {"date": "2025-08-19", "predicted_sales": -0.14608490467071533, "sales": -0.14608490467071533}, {"date": "2025-08-20", "predicted_sales": -0.14608490467071533, "sales": -0.14608490467071533}, {"date": "2025-08-21", "predicted_sales": -0.14608123898506165, "sales": -0.14608123898506165}]

chart_data:
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analysis:
{"avg_sales": -0.15, "max_sales": -0.15, "min_sales": -0.15, "trend": "\u4e0a\u5347", "growth_rate": 0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-09", "2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15"], "changes": [-1.5, 1.33, -0.73, -2.1, -3.09, -3.16, -4.42]}}


prediction_id: 654fd17a-df8d-42ef-8e6b-e29e0d675ac5
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-04-01
created_at: 2025-07-16T11:49:43.746430
metrics: {}
file_path: static/predictions\prediction_654fd17a-df8d-42ef-8e6b-e29e0d675ac5.json
predictions_data:
[{"date": "2025-05-01", "predicted_sales": 12.662839889526367, "sales": 12.662839889526367}, {"date": "2025-05-02", "predicted_sales": 12.662843704223633, "sales": 12.662843704223633}, {"date": "2025-05-03", "predicted_sales": 12.662839889526367, "sales": 12.662839889526367}, {"date": "2025-05-04", "predicted_sales": 12.662843704223633, "sales": 12.662843704223633}, {"date": "2025-05-05", "predicted_sales": 12.662839889526367, "sales": 12.662839889526367}, {"date": "2025-05-06", "predicted_sales": 12.662839889526367, "sales": 12.662839889526367}, {"date": "2025-05-07", "predicted_sales": 12.662839889526367, "sales": 12.662839889526367}]

chart_data:
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analysis:
{"avg_sales": 12.66, "max_sales": 12.66, "min_sales": 12.66, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [{"date": "2025-05-02", "sales": 12.66}, {"date": "2025-05-04", "sales": 12.66}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a12.66\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a12.66\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a12.66\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-03-03", "2025-03-04", "2025-03-05", "2025-03-06", "2025-03-07", "2025-03-08", "2025-03-09", "2025-03-10", "2025-03-11", "2025-03-12", "2025-03-13", "2025-03-14", "2025-03-15", "2025-03-16", "2025-03-17", "2025-03-18", "2025-03-19", "2025-03-20", "2025-03-21", "2025-03-22", "2025-03-23", "2025-03-24", "2025-03-25", "2025-03-26", "2025-03-27", "2025-03-28", "2025-03-29", "2025-03-30", "2025-03-31"], "changes": [-38.78, 6.67, 25.0, -28.75, 47.37, 14.29, -18.75, -29.49, 21.82, 16.42, -15.38, 0.0, 25.76, 0.0, -20.48, -6.06, 3.23, -17.19, 16.98, 37.1, -9.41, -25.97, 14.04, 27.69, -12.05, -13.7, 9.52, 44.93, -28.0]}}


prediction_id: 09a2cd3f-92d8-4a7b-ae22-d9abb98b0023
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2024-02-01
created_at: 2025-07-16T11:50:08.922347
metrics: {}
file_path: static/predictions\prediction_09a2cd3f-92d8-4a7b-ae22-d9abb98b0023.json
predictions_data:
[{"date": "2024-03-02", "predicted_sales": 11.576356887817383, "sales": 11.576356887817383}, {"date": "2024-03-03", "predicted_sales": 11.576360702514648, "sales": 11.576360702514648}, {"date": "2024-03-04", "predicted_sales": 11.576356887817383, "sales": 11.576356887817383}, {"date": "2024-03-05", "predicted_sales": 11.576360702514648, "sales": 11.576360702514648}, {"date": "2024-03-06", "predicted_sales": 11.576360702514648, "sales": 11.576360702514648}, {"date": "2024-03-07", "predicted_sales": 11.576360702514648, "sales": 11.576360702514648}, {"date": "2024-03-08", "predicted_sales": 11.576356887817383, "sales": 11.576356887817383}]

chart_data:
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analysis:
{"avg_sales": 11.58, "max_sales": 11.58, "min_sales": 11.58, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [{"date": "2024-03-03", "sales": 11.58}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a11.58\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a11.58\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a11.58\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2024-01-03", "2024-01-04", "2024-01-05", "2024-01-06", "2024-01-07", "2024-01-08", "2024-01-09", "2024-01-10", "2024-01-11", "2024-01-12", "2024-01-13", "2024-01-14", "2024-01-15", "2024-01-16", "2024-01-17", "2024-01-18", "2024-01-19", "2024-01-20", "2024-01-21", "2024-01-22", "2024-01-23", "2024-01-24", "2024-01-25", "2024-01-26", "2024-01-27", "2024-01-28", "2024-01-30", "2024-01-31"], "changes": [0.0, -60.0, 500.0, -16.67, -80.0, 100.0, 100.0, -25.0, 100.0, 33.33, -81.25, 133.33, -14.29, 0.0, -16.67, 20.0, 50.0, -22.22, -28.57, 20.0, -33.33, 150.0, -40.0, 33.33, 25.0, -100.0, 14.29, -50.0]}}


prediction_id: b06c4249-d160-4f68-9fb1-ac3c6a586f97
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T14:51:15.898346
metrics: {}
file_path: static/predictions\prediction_b06c4249-d160-4f68-9fb1-ac3c6a586f97.json
predictions_data:
[{"date": "2025-08-15", "predicted_sales": 6.023055553436279, "sales": 6.023055553436279}, {"date": "2025-08-16", "predicted_sales": 6.023055553436279, "sales": 6.023055553436279}, {"date": "2025-08-17", "predicted_sales": 6.023055553436279, "sales": 6.023055553436279}, {"date": "2025-08-18", "predicted_sales": 6.023055553436279, "sales": 6.023055553436279}, {"date": "2025-08-19", "predicted_sales": 6.023055553436279, "sales": 6.023055553436279}, {"date": "2025-08-20", "predicted_sales": 6.023055553436279, "sales": 6.023055553436279}, {"date": "2025-08-21", "predicted_sales": 6.023058891296387, "sales": 6.023058891296387}]

chart_data:
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analysis:
{"avg_sales": 6.02, "max_sales": 6.02, "min_sales": 6.02, "trend": "\u4e0a\u5347", "growth_rate": 0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a6.02\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a6.02\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a6.02\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-09", "2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15"], "changes": [2.88, 0.34, 3.28, -1.5, 0.98, -2.27, -2.73]}}


prediction_id: 59e3eb90-1df1-494d-b2bb-faf666169a26
product_id: 17049979
product_name: 开塞露((易下)
model_type: transformer
model_id: 17049979_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T15:04:54.574392
metrics: {}
file_path: static/predictions\prediction_59e3eb90-1df1-494d-b2bb-faf666169a26.json
predictions_data:
[{"date": "2025-08-15", "predicted_sales": 11.098942756652832, "sales": 11.098942756652832}, {"date": "2025-08-16", "predicted_sales": 11.098936080932617, "sales": 11.098936080932617}, {"date": "2025-08-17", "predicted_sales": 11.098942756652832, "sales": 11.098942756652832}, {"date": "2025-08-18", "predicted_sales": 11.098936080932617, "sales": 11.098936080932617}, {"date": "2025-08-19", "predicted_sales": 11.098956108093262, "sales": 11.098956108093262}, {"date": "2025-08-20", "predicted_sales": 11.098929405212402, "sales": 11.098929405212402}, {"date": "2025-08-21", "predicted_sales": 11.098929405212402, "sales": 11.098929405212402}]

chart_data:
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analysis:
{"avg_sales": 11.1, "max_sales": 11.1, "min_sales": 11.1, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [{"date": "2025-08-17", "sales": 11.1}, {"date": "2025-08-19", "sales": 11.1}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a11.1\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a11.1\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a11.1\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-09", "2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15"], "changes": [0.62, -4.7, 1.51, 4.05, -1.55, -2.75, 4.02]}}


prediction_id: f1359a8c-39d7-49df-ad61-aba4d4ac2cd1
product_id: 17049979
product_name: 开塞露((易下)
model_type: transformer
model_id: 17049979_transformer_best
start_date: 2024-02-26
created_at: 2025-07-16T15:05:09.441422
metrics: {}
file_path: static/predictions\prediction_f1359a8c-39d7-49df-ad61-aba4d4ac2cd1.json
predictions_data:
[{"date": "2024-03-27", "predicted_sales": 6.570155143737793, "sales": 6.570155143737793}, {"date": "2024-03-28", "predicted_sales": 6.570120811462402, "sales": 6.570120811462402}, {"date": "2024-03-29", "predicted_sales": 6.570155143737793, "sales": 6.570155143737793}, {"date": "2024-03-30", "predicted_sales": 6.570120811462402, "sales": 6.570120811462402}, {"date": "2024-03-31", "predicted_sales": 6.570161819458008, "sales": 6.570161819458008}, {"date": "2024-04-01", "predicted_sales": 6.570120811462402, "sales": 6.570120811462402}, {"date": "2024-04-02", "predicted_sales": 6.570161819458008, "sales": 6.570161819458008}]

chart_data:
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analysis:
{"avg_sales": 6.57, "max_sales": 6.57, "min_sales": 6.57, "trend": "\u4e0a\u5347", "growth_rate": 0.0, "peaks": [{"date": "2024-03-29", "sales": 6.57}, {"date": "2024-03-31", "sales": 6.57}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a6.57\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a6.57\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a6.57\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2024-01-28", "2024-01-29", "2024-01-30", "2024-01-31", "2024-02-01", "2024-02-02", "2024-02-03", "2024-02-04", "2024-02-05", "2024-02-06", "2024-02-08", "2024-02-09", "2024-02-10", "2024-02-13", "2024-02-14", "2024-02-16", "2024-02-17", "2024-02-19", "2024-02-20", "2024-02-21", "2024-02-22", "2024-02-23", "2024-02-24", "2024-02-25"], "changes": [5000.0, -45.1, -35.71, -16.67, -93.33, 4100.0, -92.86, 900.0, -93.33, -100.0, -68.0, -75.0, -100.0, 1200.0, -100.0, 100.0, -100.0, 900.0, -85.0, 33.33, 4175.0, -50.88, 55.95, 62.6]}}


prediction_id: 6ca054e6-40fb-4846-994f-526b64986a1a
product_id: 17049979
product_name: 开塞露((易下)
model_type: transformer
model_id: 17049979_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T15:26:56.923960
metrics: {}
file_path: static/predictions\prediction_6ca054e6-40fb-4846-994f-526b64986a1a.json
predictions_data:
[{"date": "2025-08-15", "predicted_sales": 21.30146026611328, "sales": 21.30146026611328}, {"date": "2025-08-16", "predicted_sales": 21.30145263671875, "sales": 21.30145263671875}, {"date": "2025-08-17", "predicted_sales": 21.30146026611328, "sales": 21.30146026611328}, {"date": "2025-08-18", "predicted_sales": 21.30145263671875, "sales": 21.30145263671875}, {"date": "2025-08-19", "predicted_sales": 21.30146026611328, "sales": 21.30146026611328}, {"date": "2025-08-20", "predicted_sales": 21.30146026611328, "sales": 21.30146026611328}, {"date": "2025-08-21", "predicted_sales": 21.30146026611328, "sales": 21.30146026611328}]

chart_data:
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analysis:
{"avg_sales": 21.3, "max_sales": 21.3, "min_sales": 21.3, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [{"date": "2025-08-17", "sales": 21.3}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a21.3\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a21.3\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a21.3\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-09", "2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15"], "changes": [-1.83, -3.85, -1.75, 2.22, -2.11, 2.65, -4.0]}}


prediction_id: 0e5d8f29-f0a3-4801-b3c2-4e6905c112f8
product_id: 17049979
product_name: 开塞露((易下)
model_type: transformer
model_id: 17049979_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T15:27:22.146369
metrics: {}
file_path: static/predictions\prediction_0e5d8f29-f0a3-4801-b3c2-4e6905c112f8.json
predictions_data:
[{"date": "2025-08-15", "predicted_sales": 21.30146026611328, "sales": 21.30146026611328}, {"date": "2025-08-16", "predicted_sales": 21.30145263671875, "sales": 21.30145263671875}, {"date": "2025-08-17", "predicted_sales": 21.30146026611328, "sales": 21.30146026611328}, {"date": "2025-08-18", "predicted_sales": 21.30145263671875, "sales": 21.30145263671875}, {"date": "2025-08-19", "predicted_sales": 21.30146026611328, "sales": 21.30146026611328}, {"date": "2025-08-20", "predicted_sales": 21.30146026611328, "sales": 21.30146026611328}, {"date": "2025-08-21", "predicted_sales": 21.30146026611328, "sales": 21.30146026611328}]

chart_data:
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analysis:
{"avg_sales": 21.3, "max_sales": 21.3, "min_sales": 21.3, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [{"date": "2025-08-17", "sales": 21.3}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a21.3\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a21.3\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a21.3\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-09", "2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15"], "changes": [4.2, 3.53, 0.43, -1.84, 4.35, -1.75, 4.63]}}


prediction_id: c5f9c65a-3144-47a5-8ae7-cd08139e9d49
product_id: 17049979
product_name: 开塞露((易下)
model_type: transformer
model_id: 17049979_transformer_best
start_date: 2024-02-04
created_at: 2025-07-16T15:27:29.295577
metrics: {}
file_path: static/predictions\prediction_c5f9c65a-3144-47a5-8ae7-cd08139e9d49.json
predictions_data:
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chart_data:
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analysis:
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prediction_id: 1b757814-0e86-43d3-94cc-4d88c584ab77
product_id: store_01010023
product_name: 店铺 01010023 整体
model_type: transformer
model_id: store_01010023_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T16:08:44.043635
metrics: {}
chart_data: {}
analysis: null
file_path: static/predictions\prediction_1b757814-0e86-43d3-94cc-4d88c584ab77.json
predictions_data:
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prediction_id: 2a9881f8-6050-4c31-8453-6b5db23546f8
product_id: store_01010023
product_name: 店铺 01010023 整体
model_type: transformer
model_id: store_01010023_transformer_1
start_date: 2024-12-31
created_at: 2025-07-16T16:09:07.531440
metrics: {}
chart_data: {}
analysis: null
file_path: static/predictions\prediction_2a9881f8-6050-4c31-8453-6b5db23546f8.json
predictions_data:
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prediction_id: 6093e9af-c1eb-4cd4-b54f-77711264e148
product_id: store_01010023
product_name: 店铺 01010023 整体
model_type: transformer
model_id: store_01010023_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T16:13:23.098456
metrics: {}
chart_data: {}
analysis: null
file_path: static/predictions\prediction_6093e9af-c1eb-4cd4-b54f-77711264e148.json
predictions_data:
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prediction_id: 8d102d97-2232-499d-8516-17431a3a6bd0
product_id: store_01010023
product_name: 店铺 01010023 整体
model_type: transformer
model_id: store_01010023_transformer_best
start_date: 2025-02-24
created_at: 2025-07-16T16:13:31.400621
metrics: {}
chart_data: {}
analysis: null
file_path: static/predictions\prediction_8d102d97-2232-499d-8516-17431a3a6bd0.json
predictions_data:
[{"date": "2025-03-26", "predicted_sales": 322.92962646484375, "sales": 322.92962646484375}, {"date": "2025-03-27", "predicted_sales": 322.92962646484375, "sales": 322.92962646484375}, {"date": "2025-03-28", "predicted_sales": 322.92962646484375, "sales": 322.92962646484375}, {"date": "2025-03-29", "predicted_sales": 322.92962646484375, "sales": 322.92962646484375}, {"date": "2025-03-30", "predicted_sales": 322.92962646484375, "sales": 322.92962646484375}, {"date": "2025-03-31", "predicted_sales": 322.92962646484375, "sales": 322.92962646484375}, {"date": "2025-04-01", "predicted_sales": 322.92962646484375, "sales": 322.92962646484375}]


prediction_id: 0f520296-9aec-40f1-8a9d-9fab27360ab3
product_id: all_products
product_name: 全局聚合数据
model_type: transformer
model_id: global_all_products_sum_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T17:52:57.764666
metrics: {}
chart_data: {}
analysis: null
file_path: static/predictions\prediction_0f520296-9aec-40f1-8a9d-9fab27360ab3.json
predictions_data:
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prediction_id: afa5f050-5f1b-4950-b7d8-222f9ed05e15
product_id: all_products
product_name: 全局聚合数据
model_type: transformer
model_id: global_all_products_sum_transformer_1
start_date: 2025-07-16
created_at: 2025-07-16T18:11:06.860035
metrics: {}
chart_data: {}
analysis: null
file_path: static/predictions\prediction_afa5f050-5f1b-4950-b7d8-222f9ed05e15.json
predictions_data:
[{"date": "2025-08-15", "predicted_sales": 1115.5828857421875, "sales": 1115.5828857421875}, {"date": "2025-08-16", "predicted_sales": 1115.583251953125, "sales": 1115.583251953125}, {"date": "2025-08-17", "predicted_sales": 1115.5828857421875, "sales": 1115.5828857421875}, {"date": "2025-08-18", "predicted_sales": 1115.583251953125, "sales": 1115.583251953125}, {"date": "2025-08-19", "predicted_sales": 1115.5826416015625, "sales": 1115.5826416015625}, {"date": "2025-08-20", "predicted_sales": 1115.583251953125, "sales": 1115.583251953125}, {"date": "2025-08-21", "predicted_sales": 1115.5831298828125, "sales": 1115.5831298828125}]


prediction_id: 90672b2d-6f28-416f-b77d-0c66a46c74ac
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T18:45:49.421143
metrics: {}
file_path: static/predictions\prediction_90672b2d-6f28-416f-b77d-0c66a46c74ac.json
predictions_data:
[{"date": "2025-08-15", "predicted_sales": 6.688117027282715, "sales": 6.688117027282715}, {"date": "2025-08-16", "predicted_sales": 6.688117027282715, "sales": 6.688117027282715}, {"date": "2025-08-17", "predicted_sales": 6.688117027282715, "sales": 6.688117027282715}, {"date": "2025-08-18", "predicted_sales": 6.688117027282715, "sales": 6.688117027282715}, {"date": "2025-08-19", "predicted_sales": 6.688113212585449, "sales": 6.688113212585449}, {"date": "2025-08-20", "predicted_sales": 6.688117027282715, "sales": 6.688117027282715}, {"date": "2025-08-21", "predicted_sales": 6.688113212585449, "sales": 6.688113212585449}]

chart_data:
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analysis:
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prediction_id: 75e8af7a-3a32-4478-8bca-3a9613e77473
product_id: 17021449
product_name: 布洛芬混悬液(美林)
model_type: tcn
model_id: 17021449_tcn_best
start_date: 2025-07-16
created_at: 2025-07-16T18:49:05.000413
metrics: {}
file_path: static/predictions\prediction_75e8af7a-3a32-4478-8bca-3a9613e77473.json
predictions_data:
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chart_data:
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analysis:
{"avg_sales": 0.76, "max_sales": 1.39, "min_sales": 0.39, "trend": "\u4e0a\u5347", "growth_rate": 13.27, "peaks": [{"date": "2025-08-19", "sales": 1.39}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea62.21\u4e2a\u5355\u4f4d\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\u4e3a0.76\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a1.39\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.39\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-09", "2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15"], "changes": [4.41, 0.94, -4.08, 0.84, -4.68, -3.41, 3.8]}}


prediction_id: ff79dbbf-6781-49a9-8da5-ad8dec4310d6
product_id: all_products
product_name: 全局聚合数据
model_type: transformer
model_id: global_all_products_sum_transformer_best
start_date: 2025-07-16
created_at: 2025-07-16T19:03:26.303822
metrics: {}
chart_data: {}
analysis: null
file_path: static/predictions\prediction_ff79dbbf-6781-49a9-8da5-ad8dec4310d6.json
predictions_data:
[{"date": "2025-08-15", "predicted_sales": 3929.591064453125, "sales": 3929.591064453125}, {"date": "2025-08-16", "predicted_sales": 3929.59033203125, "sales": 3929.59033203125}, {"date": "2025-08-17", "predicted_sales": 3929.591064453125, "sales": 3929.591064453125}, {"date": "2025-08-18", "predicted_sales": 3929.59033203125, "sales": 3929.59033203125}, {"date": "2025-08-19", "predicted_sales": 3929.59130859375, "sales": 3929.59130859375}, {"date": "2025-08-20", "predicted_sales": 3929.59033203125, "sales": 3929.59033203125}, {"date": "2025-08-21", "predicted_sales": 3929.59033203125, "sales": 3929.59033203125}]


prediction_id: 02f9b49c-9177-40dc-b9e8-033cc6c7b69e
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-17
created_at: 2025-07-17T15:57:54.029909
metrics: {}
file_path: static/predictions\prediction_02f9b49c-9177-40dc-b9e8-033cc6c7b69e.json
predictions_data:
[{"date": "2025-08-16", "predicted_sales": 0.5552853941917419, "sales": 0.5552853941917419}, {"date": "2025-08-17", "predicted_sales": 0.5552836060523987, "sales": 0.5552836060523987}, {"date": "2025-08-18", "predicted_sales": 0.5552853941917419, "sales": 0.5552853941917419}, {"date": "2025-08-19", "predicted_sales": 0.5552836060523987, "sales": 0.5552836060523987}, {"date": "2025-08-20", "predicted_sales": 0.5552836060523987, "sales": 0.5552836060523987}, {"date": "2025-08-21", "predicted_sales": 0.5552836060523987, "sales": 0.5552836060523987}, {"date": "2025-08-22", "predicted_sales": 0.5552836060523987, "sales": 0.5552836060523987}]

chart_data:
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analysis:
{"avg_sales": 0.56, "max_sales": 0.56, "min_sales": 0.56, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [{"date": "2025-08-18", "sales": 0.56}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a0.56\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.56\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.56\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16"], "changes": [-4.11, 0.21, -2.16, 4.72, -1.88, 3.68, 4.65]}}


prediction_id: e2b57115-db59-45d9-b211-a3b041b128a2
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_final_epoch_5
start_date: 2025-03-01
created_at: 2025-07-17T16:02:48.120709
metrics: {}
file_path: static/predictions\prediction_e2b57115-db59-45d9-b211-a3b041b128a2.json
predictions_data:
[{"date": "2025-03-31", "predicted_sales": 14.514836311340332, "sales": 14.514836311340332}, {"date": "2025-04-01", "predicted_sales": 14.514836311340332, "sales": 14.514836311340332}, {"date": "2025-04-02", "predicted_sales": 14.514836311340332, "sales": 14.514836311340332}, {"date": "2025-04-03", "predicted_sales": 14.514836311340332, "sales": 14.514836311340332}, {"date": "2025-04-04", "predicted_sales": 14.514832496643066, "sales": 14.514832496643066}, {"date": "2025-04-05", "predicted_sales": 14.514836311340332, "sales": 14.514836311340332}, {"date": "2025-04-06", "predicted_sales": 14.514840126037598, "sales": 14.514840126037598}]

chart_data:
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analysis:
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prediction_id: 7c767800-9d72-401d-affa-e491d2e3a521
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: mlstm
model_id: 17002608_mlstm_best
start_date: 2025-07-17
created_at: 2025-07-17T16:40:13.001267
metrics: {}
file_path: static/predictions\prediction_7c767800-9d72-401d-affa-e491d2e3a521.json
predictions_data:
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chart_data:
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analysis:
{"avg_sales": 4.77, "max_sales": 4.77, "min_sales": 4.77, "trend": "\u4e0a\u5347", "growth_rate": 0.0, "peaks": [{"date": "2025-08-17", "sales": 4.77}, {"date": "2025-08-19", "sales": 4.77}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a4.77\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a4.77\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a4.77\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16"], "changes": [2.86, -2.82, 0.71, -3.68, -1.58, -4.89, 3.74]}}


prediction_id: 460df003-fa75-4f6a-8af1-5ee178a27945
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: mlstm
model_id: 17002608_mlstm_best
start_date: 2025-05-01
created_at: 2025-07-17T16:42:12.569505
metrics: {}
file_path: static/predictions\prediction_460df003-fa75-4f6a-8af1-5ee178a27945.json
predictions_data:
[{"date": "2025-05-31", "predicted_sales": 40.879051208496094, "sales": 40.879051208496094}, {"date": "2025-06-01", "predicted_sales": 40.879058837890625, "sales": 40.879058837890625}, {"date": "2025-06-02", "predicted_sales": 40.879051208496094, "sales": 40.879051208496094}, {"date": "2025-06-03", "predicted_sales": 40.879058837890625, "sales": 40.879058837890625}, {"date": "2025-06-04", "predicted_sales": 40.879058837890625, "sales": 40.879058837890625}, {"date": "2025-06-05", "predicted_sales": 40.879058837890625, "sales": 40.879058837890625}, {"date": "2025-06-06", "predicted_sales": 40.879058837890625, "sales": 40.879058837890625}]

chart_data:
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analysis:
{"avg_sales": 40.88, "max_sales": 40.88, "min_sales": 40.88, "trend": "\u4e0a\u5347", "growth_rate": 0.0, "peaks": [{"date": "2025-06-01", "sales": 40.88}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a40.88\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a40.88\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a40.88\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-04-02", "2025-04-03", "2025-04-04", "2025-04-05", "2025-04-06", "2025-04-07", "2025-04-08", "2025-04-09", "2025-04-10", "2025-04-11", "2025-04-12", "2025-04-13", "2025-04-14", "2025-04-15", "2025-04-16", "2025-04-17", "2025-04-18", "2025-04-19", "2025-04-20", "2025-04-21", "2025-04-22", "2025-04-23", "2025-04-24", "2025-04-25", "2025-04-26", "2025-04-27", "2025-04-28", "2025-04-29", "2025-04-30"], "changes": [-50.0, 105.36, -26.96, 20.24, -14.85, -1.16, -17.65, -14.29, -3.33, 0.0, 27.59, -20.27, -5.08, 76.79, -12.12, -29.89, 6.56, 13.85, -12.16, 12.31, -9.59, 15.15, 23.68, -35.11, -11.48, 0.0, 5.56, -8.77, 26.92]}}


prediction_id: c91bd84f-0c37-4dc5-ad94-d42a15d30b5e
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: mlstm
model_id: 17002608_mlstm_best
start_date: 2025-04-01
created_at: 2025-07-17T16:42:22.694832
metrics: {}
file_path: static/predictions\prediction_c91bd84f-0c37-4dc5-ad94-d42a15d30b5e.json
predictions_data:
[{"date": "2025-05-01", "predicted_sales": 51.7844352722168, "sales": 51.7844352722168}, {"date": "2025-05-02", "predicted_sales": 51.784420013427734, "sales": 51.784420013427734}, {"date": "2025-05-03", "predicted_sales": 51.7844352722168, "sales": 51.7844352722168}, {"date": "2025-05-04", "predicted_sales": 51.784420013427734, "sales": 51.784420013427734}, {"date": "2025-05-05", "predicted_sales": 51.784427642822266, "sales": 51.784427642822266}, {"date": "2025-05-06", "predicted_sales": 51.784420013427734, "sales": 51.784420013427734}, {"date": "2025-05-07", "predicted_sales": 51.784420013427734, "sales": 51.784420013427734}]

chart_data:
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analysis:
{"avg_sales": 51.78, "max_sales": 51.78, "min_sales": 51.78, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [{"date": "2025-05-03", "sales": 51.78}, {"date": "2025-05-05", "sales": 51.78}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a51.78\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a51.78\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a51.78\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-03-03", "2025-03-04", "2025-03-05", "2025-03-06", "2025-03-07", "2025-03-08", "2025-03-09", "2025-03-10", "2025-03-11", "2025-03-12", "2025-03-13", "2025-03-14", "2025-03-15", "2025-03-16", "2025-03-17", "2025-03-18", "2025-03-19", "2025-03-20", "2025-03-21", "2025-03-22", "2025-03-23", "2025-03-24", "2025-03-25", "2025-03-26", "2025-03-27", "2025-03-28", "2025-03-29", "2025-03-30", "2025-03-31"], "changes": [-38.78, 6.67, 25.0, -28.75, 47.37, 14.29, -18.75, -29.49, 21.82, 16.42, -15.38, 0.0, 25.76, 0.0, -20.48, -6.06, 3.23, -17.19, 16.98, 37.1, -9.41, -25.97, 14.04, 27.69, -12.05, -13.7, 9.52, 44.93, -28.0]}}


prediction_id: 6b287155-de4c-4c3b-a64a-ab317b0926c4
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: mlstm
model_id: 17002608_mlstm_best
start_date: 2024-07-01
created_at: 2025-07-17T16:44:01.245093
metrics: {}
file_path: static/predictions\prediction_6b287155-de4c-4c3b-a64a-ab317b0926c4.json
predictions_data:
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chart_data:
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analysis:
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prediction_id: 9c754e95-76f6-4439-80d2-2c583fd3f329
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-07-17
created_at: 2025-07-17T17:03:08.226682
metrics: {}
file_path: static/predictions\prediction_9c754e95-76f6-4439-80d2-2c583fd3f329.json
predictions_data:
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chart_data:
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analysis:
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prediction_id: 2bb058e1-dcdc-4012-a576-7b4d816dfa76
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: transformer
model_id: 17002608_transformer_best
start_date: 2025-04-01
created_at: 2025-07-17T17:03:16.654954
metrics: {}
file_path: static/predictions\prediction_2bb058e1-dcdc-4012-a576-7b4d816dfa76.json
predictions_data:
[{"date": "2025-05-01", "predicted_sales": 7.605935096740723, "sales": 7.605935096740723}, {"date": "2025-05-02", "predicted_sales": 7.605931282043457, "sales": 7.605931282043457}, {"date": "2025-05-03", "predicted_sales": 7.605935096740723, "sales": 7.605935096740723}, {"date": "2025-05-04", "predicted_sales": 7.605931282043457, "sales": 7.605931282043457}, {"date": "2025-05-05", "predicted_sales": 7.605938911437988, "sales": 7.605938911437988}, {"date": "2025-05-06", "predicted_sales": 7.605931282043457, "sales": 7.605931282043457}, {"date": "2025-05-07", "predicted_sales": 7.605935096740723, "sales": 7.605935096740723}]

chart_data:
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analysis:
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prediction_id: 8c518b2f-97a0-40bc-a072-40547d68edb8
product_id: 17004381
product_name: 左炔诺孕酮片(金毓婷)
model_type: mlstm
model_id: 17004381_mlstm_best
start_date: 2025-07-17
created_at: 2025-07-17T17:06:08.166222
metrics: {}
file_path: static/predictions\prediction_8c518b2f-97a0-40bc-a072-40547d68edb8.json
predictions_data:
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chart_data:
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analysis:
{"avg_sales": -0.56, "max_sales": -0.56, "min_sales": -0.56, "trend": "\u4e0a\u5347", "growth_rate": 0, "peaks": [{"date": "2025-08-17", "sales": -0.56}, {"date": "2025-08-19", "sales": -0.56}, {"date": "2025-08-21", "sales": -0.56}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a-0.56\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.56\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.56\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16"], "changes": [-1.0, 0.5, 1.08, 4.35, 3.94, 1.29, -2.82]}}


prediction_id: ed1c40d9-87ab-437e-ae82-9c0198d284b2
product_id: 17004381
product_name: 左炔诺孕酮片(金毓婷)
model_type: mlstm
model_id: 17004381_mlstm_best
start_date: 2025-03-01
created_at: 2025-07-17T17:06:19.807458
metrics: {}
file_path: static/predictions\prediction_ed1c40d9-87ab-437e-ae82-9c0198d284b2.json
predictions_data:
[{"date": "2025-03-31", "predicted_sales": 101.4818115234375, "sales": 101.4818115234375}, {"date": "2025-04-01", "predicted_sales": 101.4818115234375, "sales": 101.4818115234375}, {"date": "2025-04-02", "predicted_sales": 101.4818115234375, "sales": 101.4818115234375}, {"date": "2025-04-03", "predicted_sales": 101.4818115234375, "sales": 101.4818115234375}, {"date": "2025-04-04", "predicted_sales": 101.4818115234375, "sales": 101.4818115234375}, {"date": "2025-04-05", "predicted_sales": 101.4818115234375, "sales": 101.4818115234375}, {"date": "2025-04-06", "predicted_sales": 101.4818115234375, "sales": 101.4818115234375}]

chart_data:
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analysis:
{"avg_sales": 101.48, "max_sales": 101.48, "min_sales": 101.48, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a101.48\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a101.48\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a101.48\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-01-31", "2025-02-01", "2025-02-02", "2025-02-03", "2025-02-04", "2025-02-05", "2025-02-06", "2025-02-07", "2025-02-08", "2025-02-09", "2025-02-10", "2025-02-11", "2025-02-12", "2025-02-13", "2025-02-14", "2025-02-15", "2025-02-16", "2025-02-17", "2025-02-18", "2025-02-19", "2025-02-20", "2025-02-21", "2025-02-22", "2025-02-23", "2025-02-24", "2025-02-25", "2025-02-26", "2025-02-27", "2025-02-28"], "changes": [44.44, 105.13, 26.88, 29.06, 8.02, 2.83, -19.24, 19.15, -1.07, -5.78, -6.9, -0.41, -13.22, 9.52, 19.57, 20.36, 2.42, -27.43, -15.85, 6.76, 3.62, 3.93, 21.43, -6.23, -26.57, -9.05, -8.84, 7.88, 10.11]}}


prediction_id: 426f7333-1134-4644-b1cf-2a5b6b2a3bc0
product_id: 17007832
product_name: 健胃消食片(江中)
model_type: tcn
model_id: 17007832_tcn_best
start_date: 2025-07-17
created_at: 2025-07-17T17:07:55.683428
metrics: {}
file_path: static/predictions\prediction_426f7333-1134-4644-b1cf-2a5b6b2a3bc0.json
predictions_data:
[{"date": "2025-08-16", "predicted_sales": 6.032206058502197, "sales": 6.032206058502197}, {"date": "2025-08-17", "predicted_sales": 8.034652709960938, "sales": 8.034652709960938}, {"date": "2025-08-18", "predicted_sales": 5.883407115936279, "sales": 5.883407115936279}, {"date": "2025-08-19", "predicted_sales": 6.727621078491211, "sales": 6.727621078491211}, {"date": "2025-08-20", "predicted_sales": 6.850790023803711, "sales": 6.850790023803711}, {"date": "2025-08-21", "predicted_sales": 5.8685479164123535, "sales": 5.8685479164123535}, {"date": "2025-08-22", "predicted_sales": 6.510159015655518, "sales": 6.510159015655518}]

chart_data:
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analysis:
{"avg_sales": 6.56, "max_sales": 8.03, "min_sales": 5.87, "trend": "\u4e0a\u5347", "growth_rate": 7.92, "peaks": [{"date": "2025-08-17", "sales": 8.03}, {"date": "2025-08-20", "sales": 6.85}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea61.32\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a6.56\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a8.03\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a5.87\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16"], "changes": [-3.47, -0.81, 4.74, -1.99, -2.06, 1.09, 3.1]}}


prediction_id: 24d19e52-1c7f-4bc2-a108-ebb328cc3416
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: mlstm
model_id: 17002608_mlstm_best
start_date: 2025-07-17
created_at: 2025-07-17T17:23:55.409050
metrics: {}
file_path: static/predictions\prediction_24d19e52-1c7f-4bc2-a108-ebb328cc3416.json
predictions_data:
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chart_data:
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analysis:
{"avg_sales": 2.0, "max_sales": 2.0, "min_sales": 2.0, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [{"date": "2025-08-18", "sales": 2.0}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a2.0\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a2.0\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a2.0\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16"], "changes": [4.05, 4.18, -4.51, 2.3, 4.47, -1.59, 4.18]}}


prediction_id: 0863d58a-7284-412f-b826-960e5d2d4908
product_id: 17004381
product_name: 左炔诺孕酮片(金毓婷)
model_type: transformer
model_id: 17004381_transformer_best
start_date: 2025-07-17
created_at: 2025-07-17T17:24:10.401772
metrics: {}
file_path: static/predictions\prediction_0863d58a-7284-412f-b826-960e5d2d4908.json
predictions_data:
[{"date": "2025-08-16", "predicted_sales": 2.9458765983581543, "sales": 2.9458765983581543}, {"date": "2025-08-17", "predicted_sales": 2.945873975753784, "sales": 2.945873975753784}, {"date": "2025-08-18", "predicted_sales": 2.9458765983581543, "sales": 2.9458765983581543}, {"date": "2025-08-19", "predicted_sales": 2.945873975753784, "sales": 2.945873975753784}, {"date": "2025-08-20", "predicted_sales": 2.9458770751953125, "sales": 2.9458770751953125}, {"date": "2025-08-21", "predicted_sales": 2.945873975753784, "sales": 2.945873975753784}, {"date": "2025-08-22", "predicted_sales": 2.945882558822632, "sales": 2.945882558822632}]

chart_data:
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analysis:
{"avg_sales": 2.95, "max_sales": 2.95, "min_sales": 2.95, "trend": "\u4e0a\u5347", "growth_rate": 0.0, "peaks": [{"date": "2025-08-18", "sales": 2.95}, {"date": "2025-08-20", "sales": 2.95}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a2.95\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a2.95\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a2.95\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16"], "changes": [2.13, -4.72, 0.04, 4.12, -2.37, 4.28, 0.58]}}


prediction_id: f4543612-af58-4191-9729-afedac254337
product_id: 17020190
product_name: 左炔诺孕酮片
model_type: tcn
model_id: 17020190_tcn_best
start_date: 2025-07-17
created_at: 2025-07-17T17:26:32.976009
metrics: {}
file_path: static/predictions\prediction_f4543612-af58-4191-9729-afedac254337.json
predictions_data:
[{"date": "2025-08-16", "predicted_sales": 6.6370720863342285, "sales": 6.6370720863342285}, {"date": "2025-08-17", "predicted_sales": 6.697694778442383, "sales": 6.697694778442383}, {"date": "2025-08-18", "predicted_sales": 5.450829029083252, "sales": 5.450829029083252}, {"date": "2025-08-19", "predicted_sales": 3.455544948577881, "sales": 3.455544948577881}, {"date": "2025-08-20", "predicted_sales": 5.9363789558410645, "sales": 5.9363789558410645}, {"date": "2025-08-21", "predicted_sales": 5.300260543823242, "sales": 5.300260543823242}, {"date": "2025-08-22", "predicted_sales": 4.494981288909912, "sales": 4.494981288909912}]

chart_data:
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analysis:
{"avg_sales": 5.42, "max_sales": 6.7, "min_sales": 3.46, "trend": "\u4e0b\u964d", "growth_rate": -32.27, "peaks": [{"date": "2025-08-17", "sales": 6.7}, {"date": "2025-08-20", "sales": 5.94}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea65.38\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a5.42\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a6.7\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a3.46\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16"], "changes": [4.46, 1.82, -0.4, -0.9, -4.94, 2.28, 0.02]}}


prediction_id: 2121056b-6b12-4497-8433-217bc416ddf3
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: kan
model_id: 17002608_kan_v1
start_date: 2025-07-17
created_at: 2025-07-17T17:31:10.837269
metrics: {}
file_path: static/predictions\prediction_2121056b-6b12-4497-8433-217bc416ddf3.json
predictions_data:
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chart_data:
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analysis:
{"avg_sales": 6.85, "max_sales": 7.43, "min_sales": 5.84, "trend": "\u4e0b\u964d", "growth_rate": -0.1, "peaks": [{"date": "2025-08-19", "sales": 7.03}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.02\u4e2a\u5355\u4f4d\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\u4e3a6.85\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a7.43\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a5.84\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16"], "changes": [4.03, -3.06, -1.39, -4.57, 1.32, 0.11, -1.76]}}


prediction_id: b9c9f682-f4d5-4f0d-9f9d-1f088e4250cf
product_id: 17004381
product_name: 左炔诺孕酮片(金毓婷)
model_type: optimized_kan
model_id: 17004381_optimized_kan_v1
start_date: 2025-07-17
created_at: 2025-07-17T17:31:21.675302
metrics: {}
file_path: static/predictions\prediction_b9c9f682-f4d5-4f0d-9f9d-1f088e4250cf.json
predictions_data:
[{"date": "2025-08-16", "predicted_sales": 15.070759773254395, "sales": 15.070759773254395}, {"date": "2025-08-17", "predicted_sales": 19.738229751586914, "sales": 19.738229751586914}, {"date": "2025-08-18", "predicted_sales": 17.183181762695312, "sales": 17.183181762695312}, {"date": "2025-08-19", "predicted_sales": 15.97314739227295, "sales": 15.97314739227295}, {"date": "2025-08-20", "predicted_sales": 18.12441635131836, "sales": 18.12441635131836}, {"date": "2025-08-21", "predicted_sales": 18.463451385498047, "sales": 18.463451385498047}, {"date": "2025-08-22", "predicted_sales": 18.450103759765625, "sales": 18.450103759765625}]

chart_data:
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analysis:
{"avg_sales": 17.57, "max_sales": 19.74, "min_sales": 15.07, "trend": "\u4e0a\u5347", "growth_rate": 22.42, "peaks": [{"date": "2025-08-17", "sales": 19.74}, {"date": "2025-08-21", "sales": 18.46}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea63.74\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a17.57\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a19.74\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a15.07\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16"], "changes": [1.22, 3.65, 3.96, -4.45, 3.94, -4.31, -4.72]}}


prediction_id: 8c856c99-d072-4a46-ac31-af5dac2aec5b
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: kan
model_id: 17002608_kan_v1
start_date: 2025-07-17
created_at: 2025-07-17T17:49:51.089468
metrics: {}
file_path: static/predictions\prediction_8c856c99-d072-4a46-ac31-af5dac2aec5b.json
predictions_data:
[{"date": "2025-08-16", "predicted_sales": 7.429688930511475, "sales": 7.429688930511475}, {"date": "2025-08-17", "predicted_sales": 7.267035007476807, "sales": 7.267035007476807}, {"date": "2025-08-18", "predicted_sales": 6.962878704071045, "sales": 6.962878704071045}, {"date": "2025-08-19", "predicted_sales": 7.034586429595947, "sales": 7.034586429595947}, {"date": "2025-08-20", "predicted_sales": 5.842212200164795, "sales": 5.842212200164795}, {"date": "2025-08-21", "predicted_sales": 5.993165493011475, "sales": 5.993165493011475}, {"date": "2025-08-22", "predicted_sales": 7.421932220458984, "sales": 7.421932220458984}]

chart_data:
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analysis:
{"avg_sales": 6.85, "max_sales": 7.43, "min_sales": 5.84, "trend": "\u4e0b\u964d", "growth_rate": -0.1, "peaks": [{"date": "2025-08-19", "sales": 7.03}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.02\u4e2a\u5355\u4f4d\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\u4e3a6.85\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a7.43\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a5.84\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16"], "changes": [-1.43, -3.32, -3.53, -2.19, -1.9, -3.66, 0.72]}}


prediction_id: 184ba124-235e-4235-b45a-5aa943c95bde
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: kan
model_id: 17002608_kan_v1
start_date: 2025-02-01
created_at: 2025-07-17T17:50:06.256224
metrics: {}
file_path: static/predictions\prediction_184ba124-235e-4235-b45a-5aa943c95bde.json
predictions_data:
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chart_data:
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analysis:
{"avg_sales": 7.77, "max_sales": 8.67, "min_sales": 6.72, "trend": "\u4e0b\u964d", "growth_rate": -1.89, "peaks": [{"date": "2025-03-04", "sales": 8.67}, {"date": "2025-03-06", "sales": 7.83}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.32\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a7.77\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a8.67\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a6.72\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-01-03", "2025-01-04", "2025-01-05", "2025-01-06", "2025-01-07", "2025-01-08", "2025-01-09", "2025-01-10", "2025-01-11", "2025-01-12", "2025-01-13", "2025-01-14", "2025-01-15", "2025-01-16", "2025-01-17", "2025-01-18", "2025-01-19", "2025-01-20", "2025-01-21", "2025-01-22", "2025-01-23", "2025-01-24", "2025-01-25", "2025-01-26", "2025-01-27", "2025-01-28", "2025-01-29", "2025-01-30", "2025-01-31"], "changes": [22.22, -11.69, 20.59, -28.05, -5.08, 64.29, -20.65, -15.07, 19.35, 31.08, -11.34, -4.65, -10.98, -28.77, 53.85, 13.75, -4.4, 4.6, 5.49, -3.12, -6.45, -12.64, 6.58, -16.05, -4.41, -58.46, 70.37, -21.74, 13.89]}}


prediction_id: 932daef5-6439-47c9-8ce7-9ae06947f6c7
product_id: 17004381
product_name: 左炔诺孕酮片(金毓婷)
model_type: optimized_kan
model_id: 17004381_optimized_kan_v1
start_date: 2025-07-17
created_at: 2025-07-17T17:50:29.301723
metrics: {}
file_path: static/predictions\prediction_932daef5-6439-47c9-8ce7-9ae06947f6c7.json
predictions_data:
[{"date": "2025-08-16", "predicted_sales": 15.070759773254395, "sales": 15.070759773254395}, {"date": "2025-08-17", "predicted_sales": 19.738229751586914, "sales": 19.738229751586914}, {"date": "2025-08-18", "predicted_sales": 17.183181762695312, "sales": 17.183181762695312}, {"date": "2025-08-19", "predicted_sales": 15.97314739227295, "sales": 15.97314739227295}, {"date": "2025-08-20", "predicted_sales": 18.12441635131836, "sales": 18.12441635131836}, {"date": "2025-08-21", "predicted_sales": 18.463451385498047, "sales": 18.463451385498047}, {"date": "2025-08-22", "predicted_sales": 18.450103759765625, "sales": 18.450103759765625}]

chart_data:
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analysis:
{"avg_sales": 17.57, "max_sales": 19.74, "min_sales": 15.07, "trend": "\u4e0a\u5347", "growth_rate": 22.42, "peaks": [{"date": "2025-08-17", "sales": 19.74}, {"date": "2025-08-21", "sales": 18.46}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea63.74\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a17.57\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a19.74\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a15.07\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16"], "changes": [4.46, -2.63, -4.81, -4.83, -4.47, -0.28, -0.19]}}


prediction_id: f415f8bd-f23a-418a-84ef-8cf6cd33a4b1
product_id: 17007726
product_name: 三九胃泰颗粒(三九胃泰)
model_type: mlstm
model_id: 17007726_mlstm_best
start_date: 2025-07-17
created_at: 2025-07-17T17:50:53.464365
metrics: {}
file_path: static/predictions\prediction_f415f8bd-f23a-418a-84ef-8cf6cd33a4b1.json
predictions_data:
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chart_data:
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analysis:
{"avg_sales": -0.15, "max_sales": -0.15, "min_sales": -0.15, "trend": "\u4e0b\u964d", "growth_rate": 0, "peaks": [{"date": "2025-08-18", "sales": -0.15}, {"date": "2025-08-20", "sales": -0.15}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a-0.15\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16"], "changes": [2.91, -4.59, -3.88, -4.06, -1.23, -1.16, -1.07]}}


prediction_id: f3019741-b230-41b5-a944-1ab6415226e5
product_id: 17007726
product_name: 三九胃泰颗粒(三九胃泰)
model_type: mlstm
model_id: 17007726_mlstm_best
start_date: 2025-04-01
created_at: 2025-07-17T17:51:01.453654
metrics: {}
file_path: static/predictions\prediction_f3019741-b230-41b5-a944-1ab6415226e5.json
predictions_data:
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chart_data:
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analysis:
{"avg_sales": 9.48, "max_sales": 9.48, "min_sales": 9.48, "trend": "\u4e0a\u5347", "growth_rate": 0.0, "peaks": [{"date": "2025-05-02", "sales": 9.48}, {"date": "2025-05-04", "sales": 9.48}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a9.48\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a9.48\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a9.48\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-03-03", "2025-03-04", "2025-03-05", "2025-03-06", "2025-03-07", "2025-03-08", "2025-03-09", "2025-03-10", "2025-03-11", "2025-03-12", "2025-03-13", "2025-03-14", "2025-03-15", "2025-03-16", "2025-03-17", "2025-03-18", "2025-03-19", "2025-03-20", "2025-03-21", "2025-03-22", "2025-03-23", "2025-03-24", "2025-03-25", "2025-03-26", "2025-03-27", "2025-03-28", "2025-03-29", "2025-03-30", "2025-03-31"], "changes": [-10.71, 36.0, -5.88, -50.0, 50.0, -12.5, 14.29, -20.83, 26.32, 8.33, -7.69, 0.0, 83.33, -15.91, -2.7, -16.67, -10.0, 3.7, -21.43, 13.64, 24.0, 19.35, 8.11, -32.5, -33.33, 83.33, 51.52, -22.0, -7.69]}}


prediction_id: f6ad0e40-655c-48c9-b859-be66c9a32162
product_id: 17007832
product_name: 健胃消食片(江中)
model_type: transformer
model_id: 17007832_transformer_best
start_date: 2025-07-17
created_at: 2025-07-17T17:51:18.107555
metrics: {}
file_path: static/predictions\prediction_f6ad0e40-655c-48c9-b859-be66c9a32162.json
predictions_data:
[{"date": "2025-08-16", "predicted_sales": 1.3744957447052002, "sales": 1.3744957447052002}, {"date": "2025-08-17", "predicted_sales": 1.3744914531707764, "sales": 1.3744914531707764}, {"date": "2025-08-18", "predicted_sales": 1.3744957447052002, "sales": 1.3744957447052002}, {"date": "2025-08-19", "predicted_sales": 1.3744914531707764, "sales": 1.3744914531707764}, {"date": "2025-08-20", "predicted_sales": 1.3744943141937256, "sales": 1.3744943141937256}, {"date": "2025-08-21", "predicted_sales": 1.3744914531707764, "sales": 1.3744914531707764}, {"date": "2025-08-22", "predicted_sales": 1.3744933605194092, "sales": 1.3744933605194092}]

chart_data:
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analysis:
{"avg_sales": 1.37, "max_sales": 1.37, "min_sales": 1.37, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [{"date": "2025-08-18", "sales": 1.37}, {"date": "2025-08-20", "sales": 1.37}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a1.37\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a1.37\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a1.37\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16"], "changes": [-0.74, 2.43, 3.72, 0.95, 0.92, 2.01, 1.4]}}


prediction_id: 9a41b9ff-87f3-4ec0-ab76-beeb680f4189
product_id: 17007832
product_name: 健胃消食片(江中)
model_type: transformer
model_id: 17007832_transformer_best
start_date: 2025-03-01
created_at: 2025-07-17T17:51:25.574139
metrics: {}
file_path: static/predictions\prediction_9a41b9ff-87f3-4ec0-ab76-beeb680f4189.json
predictions_data:
[{"date": "2025-03-31", "predicted_sales": 17.77308464050293, "sales": 17.77308464050293}, {"date": "2025-04-01", "predicted_sales": 17.773088455200195, "sales": 17.773088455200195}, {"date": "2025-04-02", "predicted_sales": 17.77308464050293, "sales": 17.77308464050293}, {"date": "2025-04-03", "predicted_sales": 17.773088455200195, "sales": 17.773088455200195}, {"date": "2025-04-04", "predicted_sales": 17.773086547851562, "sales": 17.773086547851562}, {"date": "2025-04-05", "predicted_sales": 17.773088455200195, "sales": 17.773088455200195}, {"date": "2025-04-06", "predicted_sales": 17.773086547851562, "sales": 17.773086547851562}]

chart_data:
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analysis:
{"avg_sales": 17.77, "max_sales": 17.77, "min_sales": 17.77, "trend": "\u4e0a\u5347", "growth_rate": 0.0, "peaks": [{"date": "2025-04-01", "sales": 17.77}, {"date": "2025-04-03", "sales": 17.77}, {"date": "2025-04-05", "sales": 17.77}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a17.77\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a17.77\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a17.77\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-01-31", "2025-02-01", "2025-02-02", "2025-02-03", "2025-02-04", "2025-02-05", "2025-02-06", "2025-02-07", "2025-02-08", "2025-02-09", "2025-02-10", "2025-02-11", "2025-02-12", "2025-02-13", "2025-02-14", "2025-02-15", "2025-02-16", "2025-02-17", "2025-02-18", "2025-02-19", "2025-02-20", "2025-02-21", "2025-02-22", "2025-02-23", "2025-02-24", "2025-02-25", "2025-02-26", "2025-02-27", "2025-02-28"], "changes": [-1.82, 44.44, 32.05, -18.45, -13.1, 39.73, -15.69, 29.07, -2.7, 15.74, -4.0, -26.67, 19.32, -9.52, 24.21, -11.02, 0.0, -24.76, 16.46, -7.61, 17.65, -20.0, 18.75, 4.21, -26.26, 16.44, -20.0, -20.59, 9.26]}}


prediction_id: 0b278b31-e427-4ec4-9e5d-e9b8b960314f
product_id: 17020190
product_name: 左炔诺孕酮片
model_type: tcn
model_id: 17020190_tcn_best
start_date: 2025-07-17
created_at: 2025-07-17T17:51:52.719901
metrics: {}
file_path: static/predictions\prediction_0b278b31-e427-4ec4-9e5d-e9b8b960314f.json
predictions_data:
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chart_data:
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analysis:
{"avg_sales": 5.5, "max_sales": 9.13, "min_sales": 2.48, "trend": "\u4e0a\u5347", "growth_rate": 55.32, "peaks": [{"date": "2025-08-20", "sales": 9.13}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea69.22\u4e2a\u5355\u4f4d\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\u4e3a5.5\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a9.13\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a2.48\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16"], "changes": [2.22, 0.39, -2.2, 1.65, 2.87, -4.4, 3.62]}}


prediction_id: 23a6aa05-c20c-4af3-b3e0-d2caa42a778a
product_id: 17020190
product_name: 左炔诺孕酮片
model_type: tcn
model_id: 17020190_tcn_best
start_date: 2025-04-01
created_at: 2025-07-17T17:52:00.029518
metrics: {}
file_path: static/predictions\prediction_23a6aa05-c20c-4af3-b3e0-d2caa42a778a.json
predictions_data:
[{"date": "2025-05-01", "predicted_sales": 12.631861686706543, "sales": 12.631861686706543}, {"date": "2025-05-02", "predicted_sales": 0.5236659049987793, "sales": 0.5236659049987793}, {"date": "2025-05-03", "predicted_sales": 9.978065490722656, "sales": 9.978065490722656}, {"date": "2025-05-04", "predicted_sales": 10.003315925598145, "sales": 10.003315925598145}, {"date": "2025-05-05", "predicted_sales": 8.440607070922852, "sales": 8.440607070922852}, {"date": "2025-05-06", "predicted_sales": 6.845852375030518, "sales": 6.845852375030518}, {"date": "2025-05-07", "predicted_sales": 9.843789100646973, "sales": 9.843789100646973}]

chart_data:
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analysis:
{"avg_sales": 8.32, "max_sales": 12.63, "min_sales": 0.52, "trend": "\u4e0b\u964d", "growth_rate": -22.07, "peaks": [{"date": "2025-05-04", "sales": 10.0}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea63.68\u4e2a\u5355\u4f4d\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\u4e3a8.32\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a12.63\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.52\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-03-03", "2025-03-04", "2025-03-05", "2025-03-06", "2025-03-07", "2025-03-08", "2025-03-09", "2025-03-10", "2025-03-11", "2025-03-12", "2025-03-13", "2025-03-14", "2025-03-15", "2025-03-16", "2025-03-17", "2025-03-18", "2025-03-19", "2025-03-20", "2025-03-21", "2025-03-22", "2025-03-23", "2025-03-24", "2025-03-25", "2025-03-26", "2025-03-27", "2025-03-28", "2025-03-29", "2025-03-30", "2025-03-31"], "changes": [-38.89, 69.7, -35.71, -11.11, -3.12, 41.94, 63.64, -27.78, -32.69, 14.29, -2.5, -17.95, 28.12, 36.59, -21.43, -25.0, -3.03, 6.25, 17.65, 15.0, 32.61, -21.31, -43.75, 92.59, -19.23, -2.38, 2.44, 45.24, -55.74]}}


prediction_id: f902a1ab-37d4-464b-8c3e-32e385d26ea7
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: mlstm
model_id: 17002608_mlstm_best
start_date: 2025-07-18
created_at: 2025-07-18T11:02:31.048295
metrics: {}
file_path: static/predictions\prediction_f902a1ab-37d4-464b-8c3e-32e385d26ea7.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 2.0399796962738037, "sales": 2.0399796962738037}, {"date": "2025-08-18", "predicted_sales": 2.0399796962738037, "sales": 2.0399796962738037}, {"date": "2025-08-19", "predicted_sales": 2.0399796962738037, "sales": 2.0399796962738037}, {"date": "2025-08-20", "predicted_sales": 2.0399796962738037, "sales": 2.0399796962738037}, {"date": "2025-08-21", "predicted_sales": 2.039976119995117, "sales": 2.039976119995117}, {"date": "2025-08-22", "predicted_sales": 2.0399796962738037, "sales": 2.0399796962738037}, {"date": "2025-08-23", "predicted_sales": 2.0399796962738037, "sales": 2.0399796962738037}]

chart_data:
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analysis:
{"avg_sales": 2.04, "max_sales": 2.04, "min_sales": 2.04, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a2.04\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a2.04\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a2.04\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [2.02, -4.62, 4.03, 2.57, 2.36, 1.0, -1.72]}}


prediction_id: fc89016d-dba4-41f9-9180-a26ff432ec2f
product_id: 17004381
product_name: 左炔诺孕酮片(金毓婷)
model_type: transformer
model_id: 17004381_transformer_best
start_date: 2025-07-18
created_at: 2025-07-18T11:02:50.610306
metrics: {}
file_path: static/predictions\prediction_fc89016d-dba4-41f9-9180-a26ff432ec2f.json
predictions_data:
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chart_data:
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analysis:
{"avg_sales": 1.78, "max_sales": 1.78, "min_sales": 1.78, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [{"date": "2025-08-19", "sales": 1.78}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a1.78\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a1.78\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a1.78\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [2.5, -0.29, -3.67, -4.41, -2.38, 3.67, -2.27]}}


prediction_id: 0ae447b4-c072-431b-b06f-66fca4cd14e8
product_id: 17007726
product_name: 三九胃泰颗粒(三九胃泰)
model_type: kan
model_id: 17007726_kan_v1
start_date: 2025-07-18
created_at: 2025-07-18T11:03:02.323671
metrics: {}
file_path: static/predictions\prediction_0ae447b4-c072-431b-b06f-66fca4cd14e8.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 2.853165864944458, "sales": 2.853165864944458}, {"date": "2025-08-18", "predicted_sales": 3.130133628845215, "sales": 3.130133628845215}, {"date": "2025-08-19", "predicted_sales": 2.941317558288574, "sales": 2.941317558288574}, {"date": "2025-08-20", "predicted_sales": 2.912452220916748, "sales": 2.912452220916748}, {"date": "2025-08-21", "predicted_sales": 3.1439929008483887, "sales": 3.1439929008483887}, {"date": "2025-08-22", "predicted_sales": 2.9627931118011475, "sales": 2.9627931118011475}, {"date": "2025-08-23", "predicted_sales": 2.8869986534118652, "sales": 2.8869986534118652}]

chart_data:
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analysis:
{"avg_sales": 2.98, "max_sales": 3.14, "min_sales": 2.85, "trend": "\u4e0a\u5347", "growth_rate": 1.19, "peaks": [{"date": "2025-08-18", "sales": 3.13}, {"date": "2025-08-21", "sales": 3.14}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.2\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a2.98\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a3.14\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a2.85\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [3.71, 4.64, -4.37, 2.02, 1.69, -0.85, -2.19]}}


prediction_id: 915e8c53-2656-47ad-80fc-a2435a0a1436
product_id: 17007832
product_name: 健胃消食片(江中)
model_type: optimized_kan
model_id: 17007832_optimized_kan_v1
start_date: 2025-07-18
created_at: 2025-07-18T11:04:11.958227
metrics: {}
file_path: static/predictions\prediction_915e8c53-2656-47ad-80fc-a2435a0a1436.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 7.53603982925415, "sales": 7.53603982925415}, {"date": "2025-08-18", "predicted_sales": 5.880085468292236, "sales": 5.880085468292236}, {"date": "2025-08-19", "predicted_sales": 7.823132038116455, "sales": 7.823132038116455}, {"date": "2025-08-20", "predicted_sales": 7.596589088439941, "sales": 7.596589088439941}, {"date": "2025-08-21", "predicted_sales": 6.659580707550049, "sales": 6.659580707550049}, {"date": "2025-08-22", "predicted_sales": 7.0292863845825195, "sales": 7.0292863845825195}, {"date": "2025-08-23", "predicted_sales": 7.690299034118652, "sales": 7.690299034118652}]

chart_data:
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analysis:
{"avg_sales": 7.17, "max_sales": 7.82, "min_sales": 5.88, "trend": "\u4e0a\u5347", "growth_rate": 2.05, "peaks": [{"date": "2025-08-19", "sales": 7.82}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.34\u4e2a\u5355\u4f4d\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\u4e3a7.17\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a7.82\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a5.88\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [-1.22, 4.34, 0.29, 3.19, -0.88, -1.72, 1.77]}}


prediction_id: ccdb5ad2-9ac3-40bf-9c2f-77f697f19cf9
product_id: 17020190
product_name: 左炔诺孕酮片
model_type: tcn
model_id: 17020190_tcn_best
start_date: 2025-07-18
created_at: 2025-07-18T11:04:31.583828
metrics: {}
file_path: static/predictions\prediction_ccdb5ad2-9ac3-40bf-9c2f-77f697f19cf9.json
predictions_data:
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chart_data:
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analysis:
{"avg_sales": 5.64, "max_sales": 7.66, "min_sales": 3.45, "trend": "\u4e0b\u964d", "growth_rate": -17.66, "peaks": [{"date": "2025-08-18", "sales": 7.66}, {"date": "2025-08-21", "sales": 5.5}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea62.94\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a5.64\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a7.66\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a3.45\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [-2.44, -4.56, -3.73, -4.12, 0.25, 0.1, 2.95]}}


prediction_id: 77eb772b-9b64-482a-9d63-741c58c5fbd0
product_id: 17007726
product_name: 三九胃泰颗粒(三九胃泰)
model_type: kan
model_id: 17007726_kan_v1
start_date: 2025-07-18
created_at: 2025-07-18T11:07:00.199350
metrics: {}
file_path: static/predictions\prediction_77eb772b-9b64-482a-9d63-741c58c5fbd0.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 2.853165864944458, "sales": 2.853165864944458}, {"date": "2025-08-18", "predicted_sales": 3.130133628845215, "sales": 3.130133628845215}, {"date": "2025-08-19", "predicted_sales": 2.941317558288574, "sales": 2.941317558288574}, {"date": "2025-08-20", "predicted_sales": 2.912452220916748, "sales": 2.912452220916748}, {"date": "2025-08-21", "predicted_sales": 3.1439929008483887, "sales": 3.1439929008483887}, {"date": "2025-08-22", "predicted_sales": 2.9627931118011475, "sales": 2.9627931118011475}, {"date": "2025-08-23", "predicted_sales": 2.8869986534118652, "sales": 2.8869986534118652}]

chart_data:
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analysis:
{"avg_sales": 2.98, "max_sales": 3.14, "min_sales": 2.85, "trend": "\u4e0a\u5347", "growth_rate": 1.19, "peaks": [{"date": "2025-08-18", "sales": 3.13}, {"date": "2025-08-21", "sales": 3.14}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.2\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a2.98\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a3.14\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a2.85\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [-0.33, -0.8, 4.64, -2.95, 2.98, 0.03, 1.74]}}


prediction_id: 6a7b35f0-ec9d-4282-9548-7d008a5eac82
product_id: 17007832
product_name: 健胃消食片(江中)
model_type: optimized_kan
model_id: 17007832_optimized_kan_v1
start_date: 2025-07-18
created_at: 2025-07-18T11:07:34.399909
metrics: {}
file_path: static/predictions\prediction_6a7b35f0-ec9d-4282-9548-7d008a5eac82.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 7.53603982925415, "sales": 7.53603982925415}, {"date": "2025-08-18", "predicted_sales": 5.880085468292236, "sales": 5.880085468292236}, {"date": "2025-08-19", "predicted_sales": 7.823132038116455, "sales": 7.823132038116455}, {"date": "2025-08-20", "predicted_sales": 7.596589088439941, "sales": 7.596589088439941}, {"date": "2025-08-21", "predicted_sales": 6.659580707550049, "sales": 6.659580707550049}, {"date": "2025-08-22", "predicted_sales": 7.0292863845825195, "sales": 7.0292863845825195}, {"date": "2025-08-23", "predicted_sales": 7.690299034118652, "sales": 7.690299034118652}]

chart_data:
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analysis:
{"avg_sales": 7.17, "max_sales": 7.82, "min_sales": 5.88, "trend": "\u4e0a\u5347", "growth_rate": 2.05, "peaks": [{"date": "2025-08-19", "sales": 7.82}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.34\u4e2a\u5355\u4f4d\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\u4e3a7.17\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a7.82\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a5.88\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [-4.55, -1.17, 2.42, -2.23, 2.49, -2.06, 3.35]}}


prediction_id: 4c77f5f1-748a-4f48-8798-0e5c415e485f
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: kan
model_id: 17002608_kan_v1
start_date: 2025-07-18
created_at: 2025-07-18T11:25:08.781452
metrics: {}
file_path: static/predictions\prediction_4c77f5f1-748a-4f48-8798-0e5c415e485f.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 8.285149574279785, "sales": 8.285149574279785}, {"date": "2025-08-18", "predicted_sales": 8.558844566345215, "sales": 8.558844566345215}, {"date": "2025-08-19", "predicted_sales": 7.586397171020508, "sales": 7.586397171020508}, {"date": "2025-08-20", "predicted_sales": 7.778229713439941, "sales": 7.778229713439941}, {"date": "2025-08-21", "predicted_sales": 6.91727352142334, "sales": 6.91727352142334}, {"date": "2025-08-22", "predicted_sales": 6.627867698669434, "sales": 6.627867698669434}, {"date": "2025-08-23", "predicted_sales": 8.080472946166992, "sales": 8.080472946166992}]

chart_data:
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analysis:
{"avg_sales": 7.69, "max_sales": 8.56, "min_sales": 6.63, "trend": "\u4e0b\u964d", "growth_rate": -2.47, "peaks": [{"date": "2025-08-18", "sales": 8.56}, {"date": "2025-08-20", "sales": 7.78}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.41\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a7.69\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a8.56\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a6.63\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [-3.12, 2.84, 2.69, 1.8, 0.63, -0.6, 1.68]}}


prediction_id: 191eb8e6-1a4f-4589-9ae6-06f494ae40f8
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: kan
model_id: 17002608_kan_v1
start_date: 2025-07-18
created_at: 2025-07-18T11:28:46.975139
metrics: {}
file_path: static/predictions\prediction_191eb8e6-1a4f-4589-9ae6-06f494ae40f8.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 8.285149574279785, "sales": 8.285149574279785}, {"date": "2025-08-18", "predicted_sales": 8.558844566345215, "sales": 8.558844566345215}, {"date": "2025-08-19", "predicted_sales": 7.586397171020508, "sales": 7.586397171020508}, {"date": "2025-08-20", "predicted_sales": 7.778229713439941, "sales": 7.778229713439941}, {"date": "2025-08-21", "predicted_sales": 6.91727352142334, "sales": 6.91727352142334}, {"date": "2025-08-22", "predicted_sales": 6.627867698669434, "sales": 6.627867698669434}, {"date": "2025-08-23", "predicted_sales": 8.080472946166992, "sales": 8.080472946166992}]

chart_data:
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analysis:
{"avg_sales": 7.69, "max_sales": 8.56, "min_sales": 6.63, "trend": "\u4e0b\u964d", "growth_rate": -2.47, "peaks": [{"date": "2025-08-18", "sales": 8.56}, {"date": "2025-08-20", "sales": 7.78}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.41\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a7.69\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a8.56\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a6.63\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [-0.01, 0.92, 4.0, -0.49, -4.72, -1.57, -4.43]}}


prediction_id: 8aff8d4f-7643-45b9-999b-cab84f08fd30
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: kan
model_id: 17002608_kan_v1
start_date: 2025-07-18
created_at: 2025-07-18T11:28:55.199008
metrics: {}
file_path: static/predictions\prediction_8aff8d4f-7643-45b9-999b-cab84f08fd30.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 8.285149574279785, "sales": 8.285149574279785}, {"date": "2025-08-18", "predicted_sales": 8.558844566345215, "sales": 8.558844566345215}, {"date": "2025-08-19", "predicted_sales": 7.586397171020508, "sales": 7.586397171020508}, {"date": "2025-08-20", "predicted_sales": 7.778229713439941, "sales": 7.778229713439941}, {"date": "2025-08-21", "predicted_sales": 6.91727352142334, "sales": 6.91727352142334}, {"date": "2025-08-22", "predicted_sales": 6.627867698669434, "sales": 6.627867698669434}, {"date": "2025-08-23", "predicted_sales": 8.080472946166992, "sales": 8.080472946166992}]

chart_data:
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analysis:
{"avg_sales": 7.69, "max_sales": 8.56, "min_sales": 6.63, "trend": "\u4e0b\u964d", "growth_rate": -2.47, "peaks": [{"date": "2025-08-18", "sales": 8.56}, {"date": "2025-08-20", "sales": 7.78}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.41\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a7.69\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a8.56\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a6.63\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [-2.05, 2.45, -4.56, 2.47, 2.2, 2.19, -1.1]}}


prediction_id: c821ff61-f91c-49cd-86bc-370717bb7167
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: kan
model_id: 17002608_kan_v1
start_date: 2025-07-18
created_at: 2025-07-18T11:38:56.508898
metrics: {}
file_path: static/predictions\prediction_c821ff61-f91c-49cd-86bc-370717bb7167.json
analysis:
{"avg_sales": 7.69, "max_sales": 8.56, "min_sales": 6.63, "trend": "\u4e0b\u964d", "growth_rate": -2.47, "peaks": [{"date": "2025-08-18", "sales": 8.56}, {"date": "2025-08-20", "sales": 7.78}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.41\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a7.69\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a8.56\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a6.63\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [2.14, 0.49, 2.78, 2.54, 1.59, -1.4, -2.47]}}


prediction_id: 090bb686-a3a6-4d5f-81cd-725f1dfd0cb5
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: mlstm
model_id: 17002608_mlstm_best
start_date: 2025-07-18
created_at: 2025-07-18T13:05:30.491104
metrics: {}
file_path: static/predictions\prediction_090bb686-a3a6-4d5f-81cd-725f1dfd0cb5.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 0.3329744040966034, "sales": 0.3329744040966034}, {"date": "2025-08-18", "predicted_sales": 0.3329707384109497, "sales": 0.3329707384109497}, {"date": "2025-08-19", "predicted_sales": 0.3329744040966034, "sales": 0.3329744040966034}, {"date": "2025-08-20", "predicted_sales": 0.3329707384109497, "sales": 0.3329707384109497}, {"date": "2025-08-21", "predicted_sales": 0.33297622203826904, "sales": 0.33297622203826904}, {"date": "2025-08-22", "predicted_sales": 0.3329707384109497, "sales": 0.3329707384109497}, {"date": "2025-08-23", "predicted_sales": 0.3329707384109497, "sales": 0.3329707384109497}]

chart_data:
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analysis:
{"avg_sales": 0.33, "max_sales": 0.33, "min_sales": 0.33, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [{"date": "2025-08-19", "sales": 0.33}, {"date": "2025-08-21", "sales": 0.33}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a0.33\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.33\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.33\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [-4.03, 1.02, -3.55, -4.88, 2.03, 3.73, 1.48]}}


prediction_id: 45f198cd-93e2-4859-bea1-c2c01dc80ada
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: mlstm
model_id: 17002608_mlstm_v1
start_date: 2025-07-18
created_at: 2025-07-18T13:05:34.828500
metrics: {}
file_path: static/predictions\prediction_45f198cd-93e2-4859-bea1-c2c01dc80ada.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 0.3329744040966034, "sales": 0.3329744040966034}, {"date": "2025-08-18", "predicted_sales": 0.3329707384109497, "sales": 0.3329707384109497}, {"date": "2025-08-19", "predicted_sales": 0.3329744040966034, "sales": 0.3329744040966034}, {"date": "2025-08-20", "predicted_sales": 0.3329707384109497, "sales": 0.3329707384109497}, {"date": "2025-08-21", "predicted_sales": 0.33297622203826904, "sales": 0.33297622203826904}, {"date": "2025-08-22", "predicted_sales": 0.3329707384109497, "sales": 0.3329707384109497}, {"date": "2025-08-23", "predicted_sales": 0.3329707384109497, "sales": 0.3329707384109497}]

chart_data:
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analysis:
{"avg_sales": 0.33, "max_sales": 0.33, "min_sales": 0.33, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [{"date": "2025-08-19", "sales": 0.33}, {"date": "2025-08-21", "sales": 0.33}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a0.33\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.33\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.33\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [2.04, 2.09, -1.32, 2.96, 4.73, 1.4, 3.27]}}


prediction_id: bdd16626-b747-4e97-8689-325dc52b8f99
product_id: 17004381
product_name: 左炔诺孕酮片(金毓婷)
model_type: transformer
model_id: 17004381_transformer_best
start_date: 2025-07-18
created_at: 2025-07-18T13:05:45.230651
metrics: {}
file_path: static/predictions\prediction_bdd16626-b747-4e97-8689-325dc52b8f99.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 0.1524106115102768, "sales": 0.1524106115102768}, {"date": "2025-08-18", "predicted_sales": 0.15241429209709167, "sales": 0.15241429209709167}, {"date": "2025-08-19", "predicted_sales": 0.1524106115102768, "sales": 0.1524106115102768}, {"date": "2025-08-20", "predicted_sales": 0.15241429209709167, "sales": 0.15241429209709167}, {"date": "2025-08-21", "predicted_sales": 0.15241429209709167, "sales": 0.15241429209709167}, {"date": "2025-08-22", "predicted_sales": 0.15241675078868866, "sales": 0.15241675078868866}, {"date": "2025-08-23", "predicted_sales": 0.1524118334054947, "sales": 0.1524118334054947}]

chart_data:
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analysis:
{"avg_sales": 0.15, "max_sales": 0.15, "min_sales": 0.15, "trend": "\u4e0a\u5347", "growth_rate": 0.0, "peaks": [{"date": "2025-08-18", "sales": 0.15}, {"date": "2025-08-22", "sales": 0.15}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.15\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [-1.0, 4.9, 4.85, -4.42, -4.45, 3.24, 2.17]}}


prediction_id: e81a3cdb-ed51-4134-aeb1-048b41f263a6
product_id: 17004381
product_name: 左炔诺孕酮片(金毓婷)
model_type: transformer
model_id: 17004381_transformer_v1
start_date: 2025-07-18
created_at: 2025-07-18T13:05:49.327971
metrics: {}
file_path: static/predictions\prediction_e81a3cdb-ed51-4134-aeb1-048b41f263a6.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 0.1524106115102768, "sales": 0.1524106115102768}, {"date": "2025-08-18", "predicted_sales": 0.15241429209709167, "sales": 0.15241429209709167}, {"date": "2025-08-19", "predicted_sales": 0.1524106115102768, "sales": 0.1524106115102768}, {"date": "2025-08-20", "predicted_sales": 0.15241429209709167, "sales": 0.15241429209709167}, {"date": "2025-08-21", "predicted_sales": 0.15241429209709167, "sales": 0.15241429209709167}, {"date": "2025-08-22", "predicted_sales": 0.15241675078868866, "sales": 0.15241675078868866}, {"date": "2025-08-23", "predicted_sales": 0.1524118334054947, "sales": 0.1524118334054947}]

chart_data:
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analysis:
{"avg_sales": 0.15, "max_sales": 0.15, "min_sales": 0.15, "trend": "\u4e0a\u5347", "growth_rate": 0.0, "peaks": [{"date": "2025-08-18", "sales": 0.15}, {"date": "2025-08-22", "sales": 0.15}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.15\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [-2.07, 1.52, -4.08, -1.14, -0.8, 4.92, 3.4]}}


prediction_id: 49bca933-66d5-4329-a27a-d6f78d4102af
product_id: 17007726
product_name: 三九胃泰颗粒(三九胃泰)
model_type: kan
model_id: 17007726_kan_best
start_date: 2025-07-18
created_at: 2025-07-18T13:06:02.811834
metrics: {}
file_path: static/predictions\prediction_49bca933-66d5-4329-a27a-d6f78d4102af.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 2.8226101398468018, "sales": 2.8226101398468018}, {"date": "2025-08-18", "predicted_sales": 2.6484696865081787, "sales": 2.6484696865081787}, {"date": "2025-08-19", "predicted_sales": 3.132658004760742, "sales": 3.132658004760742}, {"date": "2025-08-20", "predicted_sales": 3.6532740592956543, "sales": 3.6532740592956543}, {"date": "2025-08-21", "predicted_sales": 3.719115734100342, "sales": 3.719115734100342}, {"date": "2025-08-22", "predicted_sales": 2.957892894744873, "sales": 2.957892894744873}, {"date": "2025-08-23", "predicted_sales": 3.125051736831665, "sales": 3.125051736831665}]

chart_data:
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analysis:
{"avg_sales": 3.15, "max_sales": 3.72, "min_sales": 2.65, "trend": "\u4e0a\u5347", "growth_rate": 10.71, "peaks": [{"date": "2025-08-21", "sales": 3.72}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea61.79\u4e2a\u5355\u4f4d\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\u4e3a3.15\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a3.72\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a2.65\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [-2.05, -3.65, -2.53, -2.79, 2.95, 4.01, 1.9]}}


prediction_id: 99a5bc06-b9f0-4fe9-9a67-a5cefc17f750
product_id: 17007832
product_name: 健胃消食片(江中)
model_type: tcn
model_id: 17007832_tcn_best
start_date: 2025-07-18
created_at: 2025-07-18T13:06:18.784576
metrics: {}
file_path: static/predictions\prediction_99a5bc06-b9f0-4fe9-9a67-a5cefc17f750.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 9.319260597229004, "sales": 9.319260597229004}, {"date": "2025-08-18", "predicted_sales": 7.82882833480835, "sales": 7.82882833480835}, {"date": "2025-08-19", "predicted_sales": 7.286202430725098, "sales": 7.286202430725098}, {"date": "2025-08-20", "predicted_sales": 7.86566686630249, "sales": 7.86566686630249}, {"date": "2025-08-21", "predicted_sales": 6.602200031280518, "sales": 6.602200031280518}, {"date": "2025-08-22", "predicted_sales": 6.273922443389893, "sales": 6.273922443389893}, {"date": "2025-08-23", "predicted_sales": 5.139679908752441, "sales": 5.139679908752441}]

chart_data:
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analysis:
{"avg_sales": 7.19, "max_sales": 9.32, "min_sales": 5.14, "trend": "\u4e0b\u964d", "growth_rate": -44.85, "peaks": [{"date": "2025-08-20", "sales": 7.87}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea67.48\u4e2a\u5355\u4f4d\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\u4e3a7.19\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a9.32\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a5.14\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [4.71, -2.45, 0.82, 3.04, -2.64, -2.13, 1.11]}}


prediction_id: 5740a08e-392b-46bc-8aaf-66b011945109
product_id: 17007832
product_name: 健胃消食片(江中)
model_type: tcn
model_id: 17007832_tcn_best
start_date: 2024-02-26
created_at: 2025-07-18T13:06:34.226386
metrics: {}
file_path: static/predictions\prediction_5740a08e-392b-46bc-8aaf-66b011945109.json
predictions_data:
[{"date": "2024-03-27", "predicted_sales": 6.542746543884277, "sales": 6.542746543884277}, {"date": "2024-03-28", "predicted_sales": 6.9255595207214355, "sales": 6.9255595207214355}, {"date": "2024-03-29", "predicted_sales": 13.648050308227539, "sales": 13.648050308227539}, {"date": "2024-03-30", "predicted_sales": 8.376128196716309, "sales": 8.376128196716309}, {"date": "2024-03-31", "predicted_sales": 10.531635284423828, "sales": 10.531635284423828}, {"date": "2024-04-01", "predicted_sales": 7.189837455749512, "sales": 7.189837455749512}, {"date": "2024-04-02", "predicted_sales": 8.283230781555176, "sales": 8.283230781555176}]

chart_data:
{"dates": ["2024-01-27", "2024-01-28", "2024-01-29", "2024-01-30", "2024-01-31", "2024-02-01", "2024-02-02", "2024-02-03", "2024-02-04", "2024-02-05", "2024-02-06", "2024-02-07", "2024-02-08", "2024-02-09", "2024-02-10", "2024-02-11", "2024-02-12", "2024-02-13", "2024-02-14", "2024-02-15", "2024-02-16", "2024-02-17", "2024-02-18", "2024-02-19", "2024-02-20", "2024-02-21", "2024-02-22", "2024-02-23", "2024-02-24", "2024-02-25", "2024-03-27", "2024-03-28", "2024-03-29", "2024-03-30", "2024-03-31", "2024-04-01", "2024-04-02"], "sales": [10.0, 7.0, 8.0, 2.0, 7.0, 9.0, 0.0, 5.0, 6.0, 7.0, 11.0, 9.0, 4.0, 5.0, 1.0, 2.0, 0.0, 8.0, 4.0, 4.0, 4.0, 3.0, 4.0, 3.0, 7.0, 6.0, 46.0, 63.0, 72.0, 59.0, 6.542746543884277, 6.9255595207214355, 13.648050308227539, 8.376128196716309, 10.531635284423828, 7.189837455749512, 8.283230781555176], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 8.79, "max_sales": 13.65, "min_sales": 6.54, "trend": "\u4e0a\u5347", "growth_rate": 26.6, "peaks": [{"date": "2024-03-29", "sales": 13.65}, {"date": "2024-03-31", "sales": 10.53}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea64.43\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a8.79\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a13.65\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a6.54\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2024-01-28", "2024-01-29", "2024-01-30", "2024-01-31", "2024-02-01", "2024-02-02", "2024-02-04", "2024-02-05", "2024-02-06", "2024-02-07", "2024-02-08", "2024-02-09", "2024-02-10", "2024-02-11", "2024-02-12", "2024-02-14", "2024-02-15", "2024-02-16", "2024-02-17", "2024-02-18", "2024-02-19", "2024-02-20", "2024-02-21", "2024-02-22", "2024-02-23", "2024-02-24", "2024-02-25"], "changes": [-30.0, 14.29, -75.0, 250.0, 28.57, -100.0, 20.0, 16.67, 57.14, -18.18, -55.56, 25.0, -80.0, 100.0, -100.0, -50.0, 0.0, 0.0, -25.0, 33.33, -25.0, 133.33, -14.29, 666.67, 36.96, 14.29, -18.06]}}


prediction_id: 4aff0ac3-4d0c-4401-844f-b5be3f31851d
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: mlstm
model_id: 17002608_mlstm_best
start_date: 2025-07-18
created_at: 2025-07-18T13:09:20.682554
metrics: {}
file_path: static/predictions\prediction_4aff0ac3-4d0c-4401-844f-b5be3f31851d.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 0.3329744040966034, "sales": 0.3329744040966034}, {"date": "2025-08-18", "predicted_sales": 0.3329707384109497, "sales": 0.3329707384109497}, {"date": "2025-08-19", "predicted_sales": 0.3329744040966034, "sales": 0.3329744040966034}, {"date": "2025-08-20", "predicted_sales": 0.3329707384109497, "sales": 0.3329707384109497}, {"date": "2025-08-21", "predicted_sales": 0.33297622203826904, "sales": 0.33297622203826904}, {"date": "2025-08-22", "predicted_sales": 0.3329707384109497, "sales": 0.3329707384109497}, {"date": "2025-08-23", "predicted_sales": 0.3329707384109497, "sales": 0.3329707384109497}]

chart_data:
{"dates": ["2025-06-18", "2025-06-19", "2025-06-20", "2025-06-21", "2025-06-22", "2025-06-23", "2025-06-24", "2025-06-25", "2025-06-26", "2025-06-27", "2025-06-28", "2025-06-29", "2025-06-30", "2025-07-01", "2025-07-02", "2025-07-03", "2025-07-04", "2025-07-05", "2025-07-06", "2025-07-07", "2025-07-08", "2025-07-09", "2025-07-10", "2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17", "2025-08-17", "2025-08-18", "2025-08-19", "2025-08-20", "2025-08-21", "2025-08-22", "2025-08-23"], "sales": [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.3329744040966034, 0.3329707384109497, 0.3329744040966034, 0.3329707384109497, 0.33297622203826904, 0.3329707384109497, 0.3329707384109497], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 0.33, "max_sales": 0.33, "min_sales": 0.33, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [{"date": "2025-08-19", "sales": 0.33}, {"date": "2025-08-21", "sales": 0.33}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a0.33\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.33\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.33\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [3.79, -4.91, -3.89, 0.91, -2.19, 3.43, 3.28]}}


prediction_id: 933fbed2-503d-491e-8e64-2483745cbeab
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: mlstm
model_id: 17002608_mlstm_best
start_date: 2025-07-18
created_at: 2025-07-18T13:09:27.699027
metrics: {}
file_path: static/predictions\prediction_933fbed2-503d-491e-8e64-2483745cbeab.json
analysis:
{"avg_sales": 0.33, "max_sales": 0.33, "min_sales": 0.33, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [{"date": "2025-08-19", "sales": 0.33}, {"date": "2025-08-21", "sales": 0.33}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a0.33\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.33\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.33\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [3.58, -0.53, 2.79, 2.93, 3.79, -0.03, 2.97]}}


prediction_id: 27b7b1b4-b5dc-42c7-8bd0-54fe3438991f
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: mlstm
model_id: 17002608_mlstm_best
start_date: 2025-02-01
created_at: 2025-07-18T13:09:39.224879
metrics: {}
file_path: static/predictions\prediction_27b7b1b4-b5dc-42c7-8bd0-54fe3438991f.json
predictions_data:
[{"date": "2025-03-03", "predicted_sales": 32.77553939819336, "sales": 32.77553939819336}, {"date": "2025-03-04", "predicted_sales": 32.77554702758789, "sales": 32.77554702758789}, {"date": "2025-03-05", "predicted_sales": 32.77553939819336, "sales": 32.77553939819336}, {"date": "2025-03-06", "predicted_sales": 32.77554702758789, "sales": 32.77554702758789}, {"date": "2025-03-07", "predicted_sales": 32.77553939819336, "sales": 32.77553939819336}, {"date": "2025-03-08", "predicted_sales": 32.77555465698242, "sales": 32.77555465698242}, {"date": "2025-03-09", "predicted_sales": 32.77555465698242, "sales": 32.77555465698242}]

chart_data:
{"dates": ["2025-01-02", "2025-01-03", "2025-01-04", "2025-01-05", "2025-01-06", "2025-01-07", "2025-01-08", "2025-01-09", "2025-01-10", "2025-01-11", "2025-01-12", "2025-01-13", "2025-01-14", "2025-01-15", "2025-01-16", "2025-01-17", "2025-01-18", "2025-01-19", "2025-01-20", "2025-01-21", "2025-01-22", "2025-01-23", "2025-01-24", "2025-01-25", "2025-01-26", "2025-01-27", "2025-01-28", "2025-01-29", "2025-01-30", "2025-01-31", "2025-03-03", "2025-03-04", "2025-03-05", "2025-03-06", "2025-03-07", "2025-03-08", "2025-03-09"], "sales": [63.0, 77.0, 68.0, 82.0, 59.0, 56.0, 92.0, 73.0, 62.0, 74.0, 97.0, 86.0, 82.0, 73.0, 52.0, 80.0, 91.0, 87.0, 91.0, 96.0, 93.0, 87.0, 76.0, 81.0, 68.0, 65.0, 27.0, 46.0, 36.0, 41.0, 32.77553939819336, 32.77554702758789, 32.77553939819336, 32.77554702758789, 32.77553939819336, 32.77555465698242, 32.77555465698242], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 32.78, "max_sales": 32.78, "min_sales": 32.78, "trend": "\u4e0a\u5347", "growth_rate": 0.0, "peaks": [{"date": "2025-03-04", "sales": 32.78}, {"date": "2025-03-06", "sales": 32.78}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a32.78\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a32.78\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a32.78\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-01-03", "2025-01-04", "2025-01-05", "2025-01-06", "2025-01-07", "2025-01-08", "2025-01-09", "2025-01-10", "2025-01-11", "2025-01-12", "2025-01-13", "2025-01-14", "2025-01-15", "2025-01-16", "2025-01-17", "2025-01-18", "2025-01-19", "2025-01-20", "2025-01-21", "2025-01-22", "2025-01-23", "2025-01-24", "2025-01-25", "2025-01-26", "2025-01-27", "2025-01-28", "2025-01-29", "2025-01-30", "2025-01-31"], "changes": [22.22, -11.69, 20.59, -28.05, -5.08, 64.29, -20.65, -15.07, 19.35, 31.08, -11.34, -4.65, -10.98, -28.77, 53.85, 13.75, -4.4, 4.6, 5.49, -3.12, -6.45, -12.64, 6.58, -16.05, -4.41, -58.46, 70.37, -21.74, 13.89]}}


prediction_id: 09d87f04-c406-4039-b3f4-03650f936f0e
product_id: 17002608
product_name: 云南白药创可贴(便携型)
model_type: mlstm
model_id: 17002608_mlstm_v2
start_date: 2025-07-18
created_at: 2025-07-18T13:11:11.474363
metrics: {}
file_path: static/predictions\prediction_09d87f04-c406-4039-b3f4-03650f936f0e.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 1.3432722091674805, "sales": 1.3432722091674805}, {"date": "2025-08-18", "predicted_sales": 1.3432704210281372, "sales": 1.3432704210281372}, {"date": "2025-08-19", "predicted_sales": 1.3432722091674805, "sales": 1.3432722091674805}, {"date": "2025-08-20", "predicted_sales": 1.3432704210281372, "sales": 1.3432704210281372}, {"date": "2025-08-21", "predicted_sales": 1.3432704210281372, "sales": 1.3432704210281372}, {"date": "2025-08-22", "predicted_sales": 1.3432704210281372, "sales": 1.3432704210281372}, {"date": "2025-08-23", "predicted_sales": 1.3432685136795044, "sales": 1.3432685136795044}]

chart_data:
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analysis:
{"avg_sales": 1.34, "max_sales": 1.34, "min_sales": 1.34, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [{"date": "2025-08-19", "sales": 1.34}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a1.34\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a1.34\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a1.34\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [-1.2, 1.97, 3.92, -3.52, 4.54, 4.38, 3.56]}}


prediction_id: 08df7481-c349-4cbc-80be-dda5e34b5697
product_id: 17004381
product_name: 左炔诺孕酮片(金毓婷)
model_type: mlstm
model_id: 17004381_mlstm_best
start_date: 2025-07-18
created_at: 2025-07-18T13:11:46.604310
metrics: {}
file_path: static/predictions\prediction_08df7481-c349-4cbc-80be-dda5e34b5697.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 3.259030342102051, "sales": 3.259030342102051}, {"date": "2025-08-18", "predicted_sales": 3.2590277194976807, "sales": 3.2590277194976807}, {"date": "2025-08-19", "predicted_sales": 3.259030342102051, "sales": 3.259030342102051}, {"date": "2025-08-20", "predicted_sales": 3.2590277194976807, "sales": 3.2590277194976807}, {"date": "2025-08-21", "predicted_sales": 3.2590277194976807, "sales": 3.2590277194976807}, {"date": "2025-08-22", "predicted_sales": 3.259026527404785, "sales": 3.259026527404785}, {"date": "2025-08-23", "predicted_sales": 3.259021520614624, "sales": 3.259021520614624}]

chart_data:
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analysis:
{"avg_sales": 3.26, "max_sales": 3.26, "min_sales": 3.26, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [{"date": "2025-08-19", "sales": 3.26}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a3.26\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a3.26\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a3.26\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [-1.81, 3.02, -3.44, 2.9, 1.31, -0.74, -4.53]}}


prediction_id: 775638df-2ef1-438d-8d75-e782f6823905
product_id: 17004381
product_name: 左炔诺孕酮片(金毓婷)
model_type: mlstm
model_id: 17004381_mlstm_v1
start_date: 2025-07-18
created_at: 2025-07-18T13:11:51.736379
metrics: {}
file_path: static/predictions\prediction_775638df-2ef1-438d-8d75-e782f6823905.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 3.259030342102051, "sales": 3.259030342102051}, {"date": "2025-08-18", "predicted_sales": 3.2590277194976807, "sales": 3.2590277194976807}, {"date": "2025-08-19", "predicted_sales": 3.259030342102051, "sales": 3.259030342102051}, {"date": "2025-08-20", "predicted_sales": 3.2590277194976807, "sales": 3.2590277194976807}, {"date": "2025-08-21", "predicted_sales": 3.2590277194976807, "sales": 3.2590277194976807}, {"date": "2025-08-22", "predicted_sales": 3.259026527404785, "sales": 3.259026527404785}, {"date": "2025-08-23", "predicted_sales": 3.259021520614624, "sales": 3.259021520614624}]

chart_data:
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analysis:
{"avg_sales": 3.26, "max_sales": 3.26, "min_sales": 3.26, "trend": "\u4e0b\u964d", "growth_rate": -0.0, "peaks": [{"date": "2025-08-19", "sales": 3.26}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0b\u964d\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0b\u964d\u7ea60.0\u4e2a\u5355\u4f4d\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\u4e3a3.26\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a3.26\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a3.26\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [3.56, 0.54, -4.85, -4.05, 3.17, 2.08, -0.38]}}


prediction_id: 4d85b571-f21a-40e6-89bb-40c2d598ff80
product_id: 17004381
product_name: 左炔诺孕酮片(金毓婷)
model_type: transformer
model_id: 17004381_transformer_best
start_date: 2025-07-18
created_at: 2025-07-18T13:12:00.078301
metrics: {}
file_path: static/predictions\prediction_4d85b571-f21a-40e6-89bb-40c2d598ff80.json
predictions_data:
[{"date": "2025-08-17", "predicted_sales": 0.1524106115102768, "sales": 0.1524106115102768}, {"date": "2025-08-18", "predicted_sales": 0.15241429209709167, "sales": 0.15241429209709167}, {"date": "2025-08-19", "predicted_sales": 0.1524106115102768, "sales": 0.1524106115102768}, {"date": "2025-08-20", "predicted_sales": 0.15241429209709167, "sales": 0.15241429209709167}, {"date": "2025-08-21", "predicted_sales": 0.15241429209709167, "sales": 0.15241429209709167}, {"date": "2025-08-22", "predicted_sales": 0.15241675078868866, "sales": 0.15241675078868866}, {"date": "2025-08-23", "predicted_sales": 0.1524118334054947, "sales": 0.1524118334054947}]

chart_data:
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analysis:
{"avg_sales": 0.15, "max_sales": 0.15, "min_sales": 0.15, "trend": "\u4e0a\u5347", "growth_rate": 0.0, "peaks": [{"date": "2025-08-18", "sales": 0.15}, {"date": "2025-08-22", "sales": 0.15}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.15\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [3.46, 4.61, 0.26, 4.43, -1.35, 3.05, -1.44]}}


prediction_id: f1f23183-191c-4a61-a45f-8a5b648cea69
product_id: 17004381
product_name: 左炔诺孕酮片(金毓婷)
model_type: transformer
model_id: 17004381_transformer_best
start_date: 2025-07-18
created_at: 2025-07-18T13:12:04.388275
metrics: {}
file_path: static/predictions\prediction_f1f23183-191c-4a61-a45f-8a5b648cea69.json
analysis:
{"avg_sales": 0.15, "max_sales": 0.15, "min_sales": 0.15, "trend": "\u4e0a\u5347", "growth_rate": 0.0, "peaks": [{"date": "2025-08-18", "sales": 0.15}, {"date": "2025-08-22", "sales": 0.15}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u4e0a\u5347\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u4e0a\u5347\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a0.15\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a0.15\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-07-11", "2025-07-12", "2025-07-13", "2025-07-14", "2025-07-15", "2025-07-16", "2025-07-17"], "changes": [-2.88, -4.95, 0.8, -0.48, -2.9, -2.59, -4.88]}}


prediction_id: 9f8c21cc-e43d-4d45-8db9-4b668a7a7b95
product_id: 17004381
product_name: 左炔诺孕酮片(金毓婷)
model_type: transformer
model_id: 17004381_transformer_best
start_date: 2025-04-01
created_at: 2025-07-18T13:12:11.066435
metrics: {}
file_path: static/predictions\prediction_9f8c21cc-e43d-4d45-8db9-4b668a7a7b95.json
predictions_data:
[{"date": "2025-05-01", "predicted_sales": 56.30397033691406, "sales": 56.30397033691406}, {"date": "2025-05-02", "predicted_sales": 56.30397415161133, "sales": 56.30397415161133}, {"date": "2025-05-03", "predicted_sales": 56.30397033691406, "sales": 56.30397033691406}, {"date": "2025-05-04", "predicted_sales": 56.30397415161133, "sales": 56.30397415161133}, {"date": "2025-05-05", "predicted_sales": 56.3039665222168, "sales": 56.3039665222168}, {"date": "2025-05-06", "predicted_sales": 56.30397415161133, "sales": 56.30397415161133}, {"date": "2025-05-07", "predicted_sales": 56.30397033691406, "sales": 56.30397033691406}]

chart_data:
{"dates": ["2025-03-02", "2025-03-03", "2025-03-04", "2025-03-05", "2025-03-06", "2025-03-07", "2025-03-08", "2025-03-09", "2025-03-10", "2025-03-11", "2025-03-12", "2025-03-13", "2025-03-14", "2025-03-15", "2025-03-16", "2025-03-17", "2025-03-18", "2025-03-19", "2025-03-20", "2025-03-21", "2025-03-22", "2025-03-23", "2025-03-24", "2025-03-25", "2025-03-26", "2025-03-27", "2025-03-28", "2025-03-29", "2025-03-30", "2025-03-31", "2025-05-01", "2025-05-02", "2025-05-03", "2025-05-04", "2025-05-05", "2025-05-06", "2025-05-07"], "sales": [259.0, 198.0, 170.0, 166.0, 154.0, 150.0, 199.0, 239.0, 188.0, 141.0, 162.0, 143.0, 163.0, 256.0, 258.0, 195.0, 194.0, 173.0, 158.0, 159.0, 244.0, 256.0, 187.0, 168.0, 152.0, 139.0, 196.0, 213.0, 269.0, 192.0, 56.30397033691406, 56.30397415161133, 56.30397033691406, 56.30397415161133, 56.3039665222168, 56.30397415161133, 56.30397033691406], "types": ["\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u5386\u53f2\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf", "\u9884\u6d4b\u9500\u91cf"]}

analysis:
{"avg_sales": 56.3, "max_sales": 56.3, "min_sales": 56.3, "trend": "\u5e73\u7a33", "growth_rate": 0.0, "peaks": [{"date": "2025-05-02", "sales": 56.3}, {"date": "2025-05-04", "sales": 56.3}, {"date": "2025-05-06", "sales": 56.3}], "description": "\u9884\u6d4b\u663e\u793a\u9500\u91cf\u6574\u4f53\u5448\u5e73\u7a33\u8d8b\u52bf\uff0c\u5e73\u5747\u6bcf\u5929\u5e73\u7a33\u7ea60.0\u4e2a\u5355\u4f4d\u3002\n\u9884\u6d4b\u671f\u5185\u9500\u91cf\u6ce2\u52a8\u6027\u9ad8\uff0c\u8868\u660e\u9500\u91cf\u4e0d\u7a33\u5b9a\uff0c\u9884\u6d4b\u53ef\u4fe1\u5ea6\u8f83\u4f4e\u3002\n\u9884\u6d4b\u671f\u5185\u5e73\u5747\u65e5\u9500\u91cf\u4e3a56.3\u4e2a\u5355\u4f4d\uff0c\u6700\u9ad8\u65e5\u9500\u91cf\u4e3a56.3\u4e2a\u5355\u4f4d\uff0c\u6700\u4f4e\u65e5\u9500\u91cf\u4e3a56.3\u4e2a\u5355\u4f4d\u3002", "factors": ["\u6e29\u5ea6", "\u4fc3\u9500", "\u5b63\u8282\u6027"], "history_chart_data": {"dates": ["2025-03-03", "2025-03-04", "2025-03-05", "2025-03-06", "2025-03-07", "2025-03-08", "2025-03-09", "2025-03-10", "2025-03-11", "2025-03-12", "2025-03-13", "2025-03-14", "2025-03-15", "2025-03-16", "2025-03-17", "2025-03-18", "2025-03-19", "2025-03-20", "2025-03-21", "2025-03-22", "2025-03-23", "2025-03-24", "2025-03-25", "2025-03-26", "2025-03-27", "2025-03-28", "2025-03-29", "2025-03-30", "2025-03-31"], "changes": [-23.55, -14.14, -2.35, -7.23, -2.6, 32.67, 20.1, -21.34, -25.0, 14.89, -11.73, 13.99, 57.06, 0.78, -24.42, -0.51, -10.82, -8.67, 0.63, 53.46, 4.92, -26.95, -10.16, -9.52, -8.55, 41.01, 8.67, 26.29, -28.62]}}


