New SKU Margin Intelligence - Technical Specification
These are the mini-dashboards that comprise the New SKU Margin Intelligence dashboard:
Margin Prediction Summary
The data used to generate this mini-dashboard is based on the following:
Analytical Object | AO_PAI_ML_NewSKUMarginIntelligence | ||||||||||||||||||||
Query Object | QO_PAI_ML_NewSKUMarginIntelligence | ||||||||||||||||||||
Data Source | PAI Machine Learning | ||||||||||||||||||||
Cab File | NewSKUMarginIntelligence.cab | ||||||||||||||||||||
Query Object Primary Table | PAI_PRC_NEW_SKU_MARGIN_INTEL | ||||||||||||||||||||
Query Object Tables | PAI_PRC_NEW_SKU_MARGIN_INTEL PAI_PRC_MARGIN_INTEL IPCS_PART_MASTER IPCS_LOC_MASTER IPCS_PRC_STREAM_MONTHLY_FINANCE IPCS_CURRENCY IPCS_CURRNT_CURRNCY_EXCH_RATES IPCS_PART_FAMILY IPCS_PRICE_LINE IPCS_PRICE_CLASS IPCS_PART_TYPE IPCS_SKU IPCS_PRICE_STRATEGY_CODE IPCSCUST_SKU IPCSCUST_PART_MASTER IPCSCUST_PART_MASTER | ||||||||||||||||||||
Parameters |
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Predecessor Jobs | These AutoPilot processes need to run before building the cube: • Price Margin Intelligence | ||||||||||||||||||||
Build Type | The following build types are supported: • Full | ||||||||||||||||||||
Build Frequency | Build the cube when new SKUs are fed into the system. The Price Margin Intelligence dashboard must be built before this dashboard can be run. • Weekly • Monthly | ||||||||||||||||||||
• Cluster • Confidence • Location • Price Class • Part Description • Part Family • Price Line • Part Number • Part Type • Is New Cluster | |||||||||||||||||||||
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Margin Feature Importance
The data used to generate this mini-dashboard is based on the following:
Analytical Object | AO_PAI_ML_MarginFeatureImp | ||||
Query Object | QO_PAI_ML_MarginFeatureImp | ||||
Data Source | PAI Machine Learning | ||||
Cab File | NewSKUMarginIntelligence.cab | ||||
Query Object Primary Table | PAI_MARGIN_FEATIMPORTANCE | ||||
Query Object Tables | PAI_MARGIN_FEATIMPORTANCE | ||||
Parameters | N/A | ||||
Predecessor Jobs | These AutoPilot processes need to run before building the cube: • Price Margin Intelligence | ||||
Build Type | The following build types are supported: • Full | ||||
Build Frequency | Build the cube when new SKUs are fed into the system. The Price Margin Intelligence dashboard must be built before this dashboard can be run. • Weekly • Monthly | ||||
• Feature | |||||
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Margin Prediction Details
The data used to generate this mini-dashboard is based on the following:
Analytical Object | AO_PAI_ML_NewSKUMarginIntelligence | ||||||||||||||||||||
Query Object | QO_PAI_ML_NewSKUMarginIntelligence | ||||||||||||||||||||
Data Source | PAI Machine Learning | ||||||||||||||||||||
Cab File | NewSKUMarginIntelligence.cab | ||||||||||||||||||||
Query Object Primary Table | PAI_PRC_NEW_SKU_MARGIN_INTEL | ||||||||||||||||||||
Query Object Tables | PAI_PRC_NEW_SKU_MARGIN_INTEL PAI_PRC_MARGIN_INTEL IPCS_PART_MASTER IPCS_LOC_MASTER IPCS_PRC_STREAM_MONTHLY_FINANCE IPCS_CURRENCY IPCS_CURRNT_CURRNCY_EXCH_RATES IPCS_PART_FAMILY IPCS_PRICE_LINE IPCS_PRICE_CLASS IPCS_PART_TYPE IPCS_SKU IPCS_PRICE_STRATEGY_CODE IPCSCUST_SKU IPCSCUST_PART_MASTER IPCSCUST_PART_MASTER | ||||||||||||||||||||
Parameters |
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Predecessor Jobs | These AutoPilot processes need to run before building the cube: • Price Margin Intelligence | ||||||||||||||||||||
Build Type | The following build types are supported: • Full | ||||||||||||||||||||
Build Frequency | Build the cube when new SKUs are fed into the system. The Price Margin Intelligence dashboard must be built before this dashboard can be run. • Weekly • Monthly | ||||||||||||||||||||
• Cluster • Confidence • Location • Price Class • Part Description • Part Family • Price Line • Part Number • Part Type • Is New Cluster | |||||||||||||||||||||
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