(184,'Which products have the highest stockout costs?','SELECT p.name,COUNT(DISTINCT CASE WHEN vld.qty_available=0 THEN DATE(t.transaction_date) END) stockout_days,SUM(CASE WHEN vld.qty_available=0 THEN tsl.quantity ELSE 0 END) lost_sales FROM products p JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t ON tsl.transaction_id=t.id LEFT JOIN variation_location_details vld ON p.id=vld.product_id WHERE t.type=\"sell\" AND p.enable_stock=1 GROUP BY p.id,p.name ORDER BY lost_sales DESC;','2025-01-24 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is the impact of lead time on inventory levels?','SELECT p.name,vld.qty_available current_stock,AVG(DATEDIFF(t.transaction_date,t_po.transaction_date)) avg_lead_time FROM products p JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t ON tsl.transaction_id=t.id LEFT JOIN variation_location_details vld ON p.id=vld.product_id LEFT JOIN purchase_lines pl ON tsl.product_id=pl.product_id LEFT JOIN transactions t_po ON pl.transaction_id=t_po.id WHERE t.type=\"sell\" AND p.enable_stock=1 GROUP BY p.id,p.name,vld.qty_available ORDER BY avg_lead_time DESC;','2025-01-24 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does demand variability affect safety stock?','SELECT p.name,vld.qty_available current_stock,STDDEV(daily_sales.quantity) demand_variability FROM products p LEFT JOIN variation_location_details vld ON p.id=vld.product_id LEFT JOIN (SELECT product_id,DATE(transaction_date) sale_date,SUM(quantity) quantity FROM transaction_sell_lines tsl JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY product_id,DATE(transaction_date)) daily_sales ON p.id=daily_sales.product_id WHERE p.enable_stock=1 GROUP BY p.id,p.name,vld.qty_available ORDER BY demand_variability DESC;','2025-01-24 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products have the highest inventory carrying costs?','SELECT p.name,vld.qty_available current_stock,v.default_purchase_price unit_cost,vld.qty_available*v.default_purchase_price carrying_cost FROM products p JOIN variations v ON p.id=v.product_id LEFT JOIN variation_location_details vld ON p.id=vld.product_id WHERE p.enable_stock=1 ORDER BY carrying_cost DESC;','2025-01-24 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is the effect of bulk purchasing on inventory costs?','SELECT p.name,AVG(pl.quantity) avg_purchase_qty,AVG(pl.purchase_price) avg_unit_cost FROM products p JOIN purchase_lines pl ON p.id=pl.product_id JOIN transactions t ON pl.transaction_id=t.id WHERE t.type=\"purchase\" AND p.enable_stock=1 GROUP BY p.id,p.name ORDER BY avg_purchase_qty DESC;','2025-01-24 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does product shelf life affect inventory management?','SELECT p.name,p.expiry_period,vld.qty_available current_stock,COUNT(DISTINCT CASE WHEN t.type=\"sell_return\" THEN t.id END) returns FROM products p LEFT JOIN variation_location_details vld ON p.id=vld.product_id LEFT JOIN transaction_sell_lines tsl ON p.id=tsl.product_id LEFT JOIN transactions t ON tsl.transaction_id=t.id WHERE p.enable_stock=1 AND p.expiry_period IS NOT NULL GROUP BY p.id,p.name,p.expiry_period,vld.qty_available ORDER BY expiry_period;','2025-01-24 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products have the highest inventory shrinkage?','SELECT p.name,vld.qty_available current_stock,SUM(CASE WHEN t.type=\"stock_adjustment\" THEN tsl.quantity ELSE 0 END) shrinkage FROM products p LEFT JOIN variation_location_details vld ON p.id=vld.product_id LEFT JOIN transaction_sell_lines tsl ON p.id=tsl.product_id LEFT JOIN transactions t ON tsl.transaction_id=t.id WHERE p.enable_stock=1 GROUP BY p.id,p.name,vld.qty_available ORDER BY shrinkage DESC;','2025-01-24 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is the impact of promotions on inventory levels?','SELECT p.name,vld.qty_available current_stock,AVG(CASE WHEN tsl.line_discount_amount>0 THEN tsl.quantity ELSE NULL END) promo_sales_avg,AVG(CASE WHEN tsl.line_discount_amount=0 THEN tsl.quantity ELSE NULL END) regular_sales_avg FROM products p LEFT JOIN variation_location_details vld ON p.id=vld.product_id LEFT JOIN transaction_sell_lines tsl ON p.id=tsl.product_id LEFT JOIN transactions t ON tsl.transaction_id=t.id WHERE p.enable_stock=1 AND t.type=\"sell\" GROUP BY p.id,p.name,vld.qty_available ORDER BY promo_sales_avg DESC;','2025-01-24 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does weather affect inventory requirements?','SELECT p.name,DATE(t.transaction_date) date,vld.qty_available stock_level,SUM(tsl.quantity) daily_sales FROM products p LEFT JOIN variation_location_details vld ON p.id=vld.product_id LEFT JOIN transaction_sell_lines tsl ON p.id=tsl.product_id LEFT JOIN transactions t ON tsl.transaction_id=t.id WHERE p.enable_stock=1 AND t.type=\"sell\" GROUP BY p.id,p.name,DATE(t.transaction_date),vld.qty_available ORDER BY date;','2025-01-24 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products have the highest inventory turnover?','SELECT p.name,SUM(tsl.quantity) total_sales,vld.qty_available current_stock,SUM(tsl.quantity)/NULLIF(vld.qty_available,0) turnover_ratio FROM products p LEFT JOIN variation_location_details vld ON p.id=vld.product_id LEFT JOIN transaction_sell_lines tsl ON p.id=tsl.product_id LEFT JOIN transactions t ON tsl.transaction_id=t.id WHERE p.enable_stock=1 AND t.type=\"sell\" GROUP BY p.id,p.name,vld.qty_available HAVING current_stock>0 ORDER BY turnover_ratio DESC;','2025-01-24 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is the effect of minimum order quantities?','SELECT p.name,MIN(pl.quantity) min_order_qty,AVG(pl.quantity) avg_order_qty,vld.qty_available current_stock FROM products p LEFT JOIN variation_location_details vld ON p.id=vld.product_id LEFT JOIN purchase_lines pl ON p.id=pl.product_id LEFT JOIN transactions t ON pl.transaction_id=t.id WHERE p.enable_stock=1 AND t.type=\"purchase\" GROUP BY p.id,p.name,vld.qty_available ORDER BY min_order_qty DESC;','2025-01-24 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does product size affect storage efficiency?','SELECT p.name,vld.qty_available current_stock,COUNT(DISTINCT pr.rack) rack_count FROM products p LEFT JOIN variation_location_details vld ON p.id=vld.product_id LEFT JOIN product_racks pr ON p.id=pr.product_id WHERE p.enable_stock=1 GROUP BY p.id,p.name,vld.qty_available ORDER BY rack_count DESC;','2025-01-24 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products require special storage conditions?','SELECT p.name,vld.qty_available current_stock,COUNT(DISTINCT pr.rack) storage_locations FROM products p LEFT JOIN variation_location_details vld ON p.id=vld.product_id LEFT JOIN product_racks pr ON p.id=pr.product_id WHERE p.enable_stock=1 GROUP BY p.id,p.name,vld.qty_available ORDER BY storage_locations DESC;','2025-01-24 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is the impact of stock transfers between locations?','SELECT p.name,COUNT(DISTINCT CASE WHEN t.type=\"stock_transfer\" THEN t.id END) transfer_count,SUM(CASE WHEN t.type=\"stock_transfer\" THEN tsl.quantity ELSE 0 END) transfer_quantity FROM products p LEFT JOIN transaction_sell_lines tsl ON p.id=tsl.product_id LEFT JOIN transactions t ON tsl.transaction_id=t.id WHERE p.enable_stock=1 GROUP BY p.id,p.name ORDER BY transfer_count DESC;','2025-01-24 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does product popularity affect inventory strategy?','SELECT p.name,COUNT(t.id) sale_frequency,vld.qty_available current_stock,AVG(tsl.quantity) avg_order_size FROM products p LEFT JOIN variation_location_details vld ON p.id=vld.product_id LEFT JOIN transaction_sell_lines tsl ON p.id=tsl.product_id LEFT JOIN transactions t ON tsl.transaction_id=t.id WHERE p.enable_stock=1 AND t.type=\"sell\" GROUP BY p.id,p.name,vld.qty_available ORDER BY sale_frequency DESC;','2025-01-24 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products have the highest storage costs?','SELECT p.name,vld.qty_available current_stock,v.default_purchase_price unit_cost,vld.qty_available*v.default_purchase_price storage_cost FROM products p JOIN variations v ON p.id=v.product_id LEFT JOIN variation_location_details vld ON p.id=vld.product_id WHERE p.enable_stock=1 ORDER BY storage_cost DESC;','2025-01-24 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is the effect of supplier reliability on inventory?','SELECT p.name,COUNT(DISTINCT t.id) purchase_orders,AVG(DATEDIFF(t.transaction_date,t.created_at)) avg_delivery_time FROM products p JOIN purchase_lines pl ON p.id=pl.product_id JOIN transactions t ON pl.transaction_id=t.id WHERE t.type=\"purchase\" GROUP BY p.id,p.name ORDER BY avg_delivery_time DESC;','2025-01-24 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does product value affect inventory control?','SELECT p.name,vld.qty_available current_stock,v.default_purchase_price unit_value,SUM(tsl.quantity) monthly_sales FROM products p JOIN variations v ON p.id=v.product_id LEFT JOIN variation_location_details vld ON p.id=vld.product_id LEFT JOIN transaction_sell_lines tsl ON p.id=tsl.product_id LEFT JOIN transactions t ON tsl.transaction_id=t.id AND t.transaction_date>=DATE_SUB(CURRENT_DATE,INTERVAL 30 DAY) WHERE t.type=\"sell\" GROUP BY p.id,p.name,vld.qty_available,v.default_purchase_price ORDER BY unit_value DESC;','2025-01-24 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products have the highest spoilage rates?','SELECT p.name,COUNT(DISTINCT CASE WHEN t.type=\"stock_adjustment\" AND t.adjustment_type=\"normal\" THEN t.id END) spoilage_incidents,SUM(CASE WHEN t.type=\"stock_adjustment\" THEN tsl.quantity ELSE 0 END) spoilage_quantity FROM products p LEFT JOIN transaction_sell_lines tsl ON p.id=tsl.product_id LEFT JOIN transactions t ON tsl.transaction_id=t.id WHERE p.enable_stock=1 GROUP BY p.id,p.name ORDER BY spoilage_quantity DESC;','2025-01-24 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is the impact of cross-docking opportunities?','SELECT p.name,COUNT(DISTINCT t_po.id) purchase_orders,COUNT(DISTINCT t_so.id) sales_orders,AVG(DATEDIFF(t_so.transaction_date,t_po.transaction_date)) avg_dock_time FROM products p JOIN purchase_lines pl ON p.id=pl.product_id JOIN transactions t_po ON pl.transaction_id=t_po.id JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t_so ON tsl.transaction_id=t_so.id WHERE t_po.type=\"purchase\" AND t_so.type=\"sell\" GROUP BY p.id,p.name ORDER BY avg_dock_time;','2025-01-24 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does demand forecasting accuracy affect inventory?','SELECT p.name,AVG(ABS(actual.quantity-forecast.quantity)/NULLIF(forecast.quantity,0))*100 forecast_error FROM products p JOIN (SELECT product_id,DATE(transaction_date) date,SUM(quantity) quantity FROM transaction_sell_lines tsl JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY product_id,DATE(transaction_date)) actual ON p.id=actual.product_id JOIN (SELECT product_id,DATE(transaction_date) date,AVG(quantity) quantity FROM transaction_sell_lines tsl JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY product_id,DATE(transaction_date)) forecast ON p.id=forecast.product_id GROUP BY p.id,p.name ORDER BY forecast_error;','2025-01-24 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products have the highest obsolescence risk?','SELECT p.name,vld.qty_available current_stock,DATEDIFF(CURRENT_DATE,MAX(t.transaction_date)) days_since_last_sale FROM products p LEFT JOIN variation_location_details vld ON p.id=vld.product_id LEFT JOIN transaction_sell_lines tsl ON p.id=tsl.product_id LEFT JOIN transactions t ON tsl.transaction_id=t.id WHERE p.enable_stock=1 AND t.type=\"sell\" GROUP BY p.id,p.name,vld.qty_available HAVING current_stock>0 ORDER BY days_since_last_sale DESC;','2025-01-24 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is the effect of safety stock levels on service?','SELECT p.name,vld.qty_available current_stock,MIN(daily_sales.quantity) min_daily_sales,AVG(daily_sales.quantity) avg_daily_sales FROM products p LEFT JOIN variation_location_details vld ON p.id=vld.product_id LEFT JOIN (SELECT product_id,DATE(transaction_date) date,SUM(quantity) quantity FROM transaction_sell_lines tsl JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY product_id,DATE(transaction_date)) daily_sales ON p.id=daily_sales.product_id WHERE p.enable_stock=1 GROUP BY p.id,p.name,vld.qty_available ORDER BY avg_daily_sales DESC;','2025-01-24 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does product variety affect inventory complexity?','SELECT c.name category,COUNT(DISTINCT p.id) product_count,COUNT(DISTINCT v.id) variation_count,AVG(vld.qty_available) avg_stock_level FROM categories c JOIN products p ON c.id=p.category_id LEFT JOIN variations v ON p.id=v.product_id LEFT JOIN variation_location_details vld ON p.id=vld.product_id WHERE p.enable_stock=1 GROUP BY c.id,c.name ORDER BY variation_count DESC;','2025-01-24 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products have the highest handling costs?','SELECT p.name,COUNT(DISTINCT t.id) movement_count,SUM(CASE WHEN t.type IN (\"purchase\",\"sell\",\"stock_transfer\") THEN tsl.quantity ELSE 0 END) handled_quantity FROM products p LEFT JOIN transaction_sell_lines tsl ON p.id=tsl.product_id LEFT JOIN transactions t ON tsl.transaction_id=t.id WHERE p.enable_stock=1 GROUP BY p.id,p.name ORDER BY movement_count DESC;','2025-01-24 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is the impact of inventory visibility on efficiency?','SELECT bl.name location,COUNT(DISTINCT p.id) total_products,COUNT(DISTINCT CASE WHEN vld.qty_available>0 THEN p.id END) visible_products,AVG(vld.qty_available) avg_stock_level FROM business_locations bl JOIN products p LEFT JOIN variation_location_details vld ON p.id=vld.product_id AND bl.id=vld.location_id WHERE p.enable_stock=1 GROUP BY bl.id,bl.name ORDER BY visible_products DESC;','2025-01-24 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