(80,'What is the average shelf life of each product category?','SELECT c.name category,AVG(DATEDIFF(p.expiry_period,CURRENT_DATE)) avg_shelf_life,COUNT(p.id) product_count FROM categories c JOIN products p ON c.id=p.category_id WHERE p.expiry_period IS NOT NULL GROUP BY c.id,c.name ORDER BY avg_shelf_life;','2025-01-24 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products have the highest profit per square foot?','SELECT p.name,SUM((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)*tsl.quantity) profit FROM products p JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY p.id,p.name ORDER BY profit DESC;','2025-01-24 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is the return rate by product category?','SELECT c.name category,COUNT(DISTINCT CASE WHEN t.type=\"sell_return\" THEN t.id END)*100.0/COUNT(DISTINCT CASE WHEN t.type=\"sell\" THEN t.id END) return_rate FROM categories c JOIN products p ON c.id=p.category_id JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t ON tsl.transaction_id=t.id GROUP BY c.id,c.name ORDER BY return_rate DESC;','2025-01-24 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does product placement affect performance?','SELECT pr.rack,pr.row,COUNT(t.id) sales,SUM(tsl.quantity) units_sold FROM product_racks pr JOIN products p ON pr.product_id=p.id JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY pr.rack,pr.row ORDER BY units_sold DESC;','2025-01-24 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products have the highest inventory turnover ratio?','SELECT p.name,SUM(tsl.quantity) sales_volume,vld.qty_available current_stock,SUM(tsl.quantity)/NULLIF(vld.qty_available,0) turnover_ratio 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 t.transaction_date>=DATE_SUB(CURRENT_DATE,INTERVAL 30 DAY) 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 correlation between price points and product performance?','SELECT p.name,tsl.unit_price_before_discount price_point,COUNT(t.id) sales_count,SUM(tsl.quantity) units_sold FROM products p JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY p.id,p.name,tsl.unit_price_before_discount ORDER BY units_sold DESC;','2025-01-24 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do seasonal factors affect product performance?','SELECT p.name,MONTH(t.transaction_date) month,COUNT(t.id) sales,SUM(tsl.quantity) units FROM products p JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY p.id,p.name,MONTH(t.transaction_date) ORDER BY p.name,month;','2025-01-24 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products have the highest customer satisfaction ratings?','SELECT p.name,COUNT(t.id) total_sales,COUNT(DISTINCT t.contact_id) unique_customers FROM products p JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY p.id,p.name ORDER BY unique_customers DESC;','2025-01-24 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is the impact of packaging changes on product performance?','SELECT p.name,DATE_FORMAT(t.transaction_date,\"%Y-%m\") month,COUNT(t.id) sales,SUM(tsl.quantity) units FROM products p JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY p.id,p.name,DATE_FORMAT(t.transaction_date,\"%Y-%m\") ORDER BY p.name,month;','2025-01-24 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does product age affect sales performance?','SELECT p.name,DATEDIFF(CURRENT_DATE,p.created_at) product_age_days,COUNT(t.id) total_sales 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 AND t.type=\"sell\" GROUP BY p.id,p.name,p.created_at ORDER BY total_sales DESC;','2025-01-24 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products have the highest margin contribution?','SELECT p.name,SUM((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)*tsl.quantity) margin,COUNT(t.id) sales FROM products p JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY p.id,p.name ORDER BY margin DESC;','2025-01-24 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is the effect of cross-merchandising on product performance?','SELECT p1.name product1,p2.name product2,COUNT(DISTINCT t.id) joint_sales FROM products p1 JOIN transaction_sell_lines tsl1 ON p1.id=tsl1.product_id JOIN transactions t ON tsl1.transaction_id=t.id JOIN transaction_sell_lines tsl2 ON t.id=tsl2.transaction_id JOIN products p2 ON tsl2.product_id=p2.id WHERE t.type=\"sell\" AND p1.id<p2.id GROUP BY p1.id,p2.id,p1.name,p2.name ORDER BY joint_sales DESC;','2025-01-24 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do product variations perform against each other?','SELECT p.name product,v.name variation,COUNT(t.id) sales,SUM(tsl.quantity) units FROM products p JOIN variations v ON p.id=v.product_id JOIN transaction_sell_lines tsl ON v.id=tsl.variation_id JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY p.id,v.id,p.name,v.name ORDER BY units DESC;','2025-01-24 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products have the lowest stock-out rates?','SELECT p.name,COUNT(DISTINCT CASE WHEN vld.qty_available=0 THEN DATE(t.transaction_date) END) stockout_days,COUNT(DISTINCT DATE(t.transaction_date)) total_days 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 t.type=\"sell\" GROUP BY p.id,p.name ORDER BY stockout_days/total_days;','2025-01-24 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is the impact of promotions on product profitability?','SELECT p.name,SUM(CASE WHEN tsl.line_discount_amount>0 THEN (tsl.unit_price_inc_tax-tsl.unit_price_before_discount)*tsl.quantity ELSE 0 END) promo_margin,SUM(CASE WHEN tsl.line_discount_amount=0 THEN (tsl.unit_price_inc_tax-tsl.unit_price_before_discount)*tsl.quantity ELSE 0 END) regular_margin FROM products p JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY p.id,p.name ORDER BY promo_margin DESC;','2025-01-24 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does product performance vary by store location?','SELECT bl.name location,p.name product,COUNT(t.id) sales,SUM(tsl.quantity) units FROM business_locations bl JOIN transactions t ON bl.id=t.location_id JOIN transaction_sell_lines tsl ON t.id=tsl.transaction_id JOIN products p ON tsl.product_id=p.id WHERE t.type=\"sell\" GROUP BY bl.id,p.id,bl.name,p.name ORDER BY units DESC;','2025-01-24 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products have the highest customer loyalty?','SELECT p.name,COUNT(DISTINCT t.contact_id) unique_customers,COUNT(t.id) total_purchases,COUNT(t.id)/COUNT(DISTINCT t.contact_id) purchases_per_customer FROM products p JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY p.id,p.name ORDER BY purchases_per_customer DESC;','2025-01-24 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is the effect of display location on product performance?','SELECT pr.rack,pr.row,p.name,COUNT(t.id) sales,SUM(tsl.quantity) units FROM product_racks pr JOIN products p ON pr.product_id=p.id JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY pr.rack,pr.row,p.id,p.name ORDER BY units DESC;','2025-01-24 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do bundle offers affect individual product performance?','SELECT p.name,AVG(CASE WHEN tsl.quantity>1 THEN tsl.unit_price_before_discount END) bundle_price,AVG(CASE WHEN tsl.quantity=1 THEN tsl.unit_price_before_discount END) single_price,COUNT(t.id) sales FROM products p JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY p.id,p.name HAVING bundle_price IS NOT NULL ORDER BY sales DESC;','2025-01-24 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products have the highest market basket affinity?','SELECT p1.name product1,p2.name product2,COUNT(DISTINCT t.id) joint_transactions,COUNT(DISTINCT t.id)*100.0/MIN(p1_sales.total_sales) affinity FROM products p1 JOIN transaction_sell_lines tsl1 ON p1.id=tsl1.product_id JOIN transactions t ON tsl1.transaction_id=t.id JOIN transaction_sell_lines tsl2 ON t.id=tsl2.transaction_id JOIN products p2 ON tsl2.product_id=p2.id JOIN (SELECT product_id,COUNT(DISTINCT transaction_id) total_sales FROM transaction_sell_lines GROUP BY product_id) p1_sales ON p1.id=p1_sales.product_id WHERE t.type=\"sell\" AND p1.id<p2.id GROUP BY p1.id,p2.id,p1.name,p2.name ORDER BY affinity DESC;','2025-01-24 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is the impact of price elasticity on product performance?','SELECT p.name,tsl.unit_price_before_discount price_point,COUNT(t.id) transactions,SUM(tsl.quantity) units,SUM(tsl.unit_price_before_discount*tsl.quantity) revenue FROM products p JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY p.id,p.name,tsl.unit_price_before_discount ORDER BY revenue DESC;','2025-01-24 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does product performance vary by customer segment?','SELECT cg.name customer_group,p.name product,COUNT(t.id) transactions,SUM(tsl.quantity) units FROM customer_groups cg JOIN contacts c ON cg.id=c.customer_group_id JOIN transactions t ON c.id=t.contact_id JOIN transaction_sell_lines tsl ON t.id=tsl.transaction_id JOIN products p ON tsl.product_id=p.id WHERE t.type=\"sell\" GROUP BY cg.id,p.id,cg.name,p.name ORDER BY units DESC;','2025-01-24 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products have the highest contribution to store traffic?','SELECT p.name,COUNT(DISTINCT t.contact_id) unique_customers,COUNT(t.id) transactions FROM products p JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY p.id,p.name ORDER BY unique_customers DESC;','2025-01-24 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is the effect of seasonality on product margins?','SELECT p.name,MONTH(t.transaction_date) month,AVG((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)/tsl.unit_price_before_discount)*100 margin_percentage FROM products p JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY p.id,p.name,MONTH(t.transaction_date) ORDER BY p.name,month;','2025-01-24 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do product returns affect overall performance?','SELECT p.name,COUNT(DISTINCT CASE WHEN t.type=\"sell_return\" THEN t.id END) returns,COUNT(DISTINCT CASE WHEN t.type=\"sell\" THEN t.id END) sales,SUM(CASE WHEN t.type=\"sell_return\" THEN tsl.quantity ELSE 0 END) returned_units FROM products p JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t ON tsl.transaction_id=t.id GROUP BY p.id,p.name ORDER BY returns DESC;','2025-01-24 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products have the highest inventory efficiency?','SELECT p.name,vld.qty_available stock,SUM(tsl.quantity) monthly_sales,SUM(tsl.quantity)/NULLIF(vld.qty_available,0) efficiency_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 AND t.transaction_date>=DATE_SUB(CURRENT_DATE,INTERVAL 30 DAY) WHERE t.type=\"sell\" GROUP BY p.id,p.name,vld.qty_available HAVING stock>0 ORDER BY efficiency_ratio DESC;','2025-01-24 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