# 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:
[{"date": "2025-01-30", "predicted_sales": 439.5802307128906, "sales": 439.5802307128906}, {"date": "2025-01-31", "predicted_sales": 439.5802001953125, "sales": 439.5802001953125}, {"date": "2025-02-01", "predicted_sales": 439.5802307128906, "sales": 439.5802307128906}, {"date": "2025-02-02", "predicted_sales": 439.5802001953125, "sales": 439.5802001953125}, {"date": "2025-02-03", "predicted_sales": 439.5802001953125, "sales": 439.5802001953125}, {"date": "2025-02-04", "predicted_sales": 439.5802001953125, "sales": 439.5802001953125}, {"date": "2025-02-05", "predicted_sales": 439.58013916015625, "sales": 439.58013916015625}]


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:
[{"date": "2025-08-15", "predicted_sales": 1.8592522144317627, "sales": 1.8592522144317627}, {"date": "2025-08-16", "predicted_sales": 1.8592067956924438, "sales": 1.8592067956924438}, {"date": "2025-08-17", "predicted_sales": 1.8592522144317627, "sales": 1.8592522144317627}, {"date": "2025-08-18", "predicted_sales": 1.8592067956924438, "sales": 1.8592067956924438}, {"date": "2025-08-19", "predicted_sales": 1.859261393547058, "sales": 1.859261393547058}, {"date": "2025-08-20", "predicted_sales": 1.8592158555984497, "sales": 1.8592158555984497}, {"date": "2025-08-21", "predicted_sales": 1.8592431545257568, "sales": 1.8592431545257568}]


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}]


