(262,'Which regions have the highest profit potential?','SELECT bl.state,bl.city,COUNT(t.id) transactions,SUM(t.final_total) revenue,SUM((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)*tsl.quantity) profit FROM business_locations bl JOIN transactions t ON bl.id=t.location_id JOIN transaction_sell_lines tsl ON t.id=tsl.transaction_id WHERE t.type=\"sell\" GROUP BY bl.state,bl.city ORDER BY profit DESC;','2025-01-24 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INSERT INTO `vhai` VALUES (263,'What is the impact of overhead allocation?','SELECT bl.name location,COUNT(t.id) transactions,SUM(t.final_total) revenue,SUM(t.final_total)/COUNT(t.id) overhead_per_transaction FROM business_locations bl JOIN transactions t ON bl.id=t.location_id WHERE t.type=\"sell\" GROUP BY bl.id,bl.name ORDER BY overhead_per_transaction DESC;','2025-01-24 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does product complexity affect costs?','SELECT p.name,COUNT(DISTINCT v.id) variation_count,AVG(tsl.unit_price_before_discount) avg_cost,STDDEV(tsl.unit_price_before_discount) cost_variability FROM products p LEFT JOIN variations v ON p.id=v.product_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 p.id,p.name ORDER BY variation_count DESC;','2025-01-24 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suppliers have the highest cost stability?','SELECT c.name supplier,COUNT(t.id) purchases,AVG(pl.purchase_price) avg_cost,STDDEV(pl.purchase_price) cost_variability FROM contacts c JOIN transactions t ON c.id=t.contact_id JOIN purchase_lines pl ON t.id=pl.transaction_id WHERE t.type=\"purchase\" GROUP BY c.id,c.name ORDER BY cost_variability;','2025-01-24 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is the effect of quality costs?','SELECT p.name,COUNT(DISTINCT CASE WHEN t.type=\"sell_return\" THEN t.id END) quality_issues,SUM(CASE WHEN t.type=\"sell_return\" THEN tsl.quantity*tsl.unit_price_before_discount ELSE 0 END) quality_cost 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 quality_cost DESC;','2025-01-24 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does channel mix affect profitability?','SELECT t.sub_type channel,COUNT(t.id) transactions,SUM(t.final_total) revenue,AVG((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)/tsl.unit_price_before_discount)*100 margin FROM transactions t JOIN transaction_sell_lines tsl ON t.id=tsl.transaction_id WHERE t.type=\"sell\" GROUP BY t.sub_type ORDER BY margin DESC;','2025-01-24 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products have the highest margin growth?','SELECT p.name,DATE_FORMAT(t.transaction_date,\"%Y-%m\") month,AVG((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)/tsl.unit_price_before_discount)*100 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,DATE_FORMAT(t.transaction_date,\"%Y-%m\") ORDER BY margin DESC;','2025-01-24 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is the impact of cost reduction initiatives?','SELECT p.name,MIN(tsl.unit_price_before_discount) min_cost,MAX(tsl.unit_price_before_discount) max_cost,AVG(tsl.unit_price_before_discount) avg_cost 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 (max_cost-min_cost)/max_cost DESC;','2025-01-24 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does customer mix affect profitability?','SELECT cg.name customer_group,COUNT(t.id) transactions,SUM(t.final_total) revenue,SUM((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)*tsl.quantity) profit 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 WHERE t.type=\"sell\" GROUP BY cg.id,cg.name ORDER BY profit DESC;','2025-01-24 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categories have the highest ROI?','SELECT c.name category,SUM((tsl.unit_price_inc_tax-pl.purchase_price)*tsl.quantity) profit,SUM(pl.purchase_price*pl.quantity) investment,(SUM((tsl.unit_price_inc_tax-pl.purchase_price)*tsl.quantity)/NULLIF(SUM(pl.purchase_price*pl.quantity),0))*100 roi FROM categories c JOIN products p ON c.id=p.category_id JOIN purchase_lines pl ON p.id=pl.product_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 c.id,c.name ORDER BY roi DESC;','2025-01-24 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is the effect of pricing strategy on margins?','SELECT p.name,MIN(tsl.unit_price_before_discount) min_price,MAX(tsl.unit_price_before_discount) max_price,AVG((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)/tsl.unit_price_before_discount)*100 avg_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 avg_margin DESC;','2025-01-24 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does product development affect costs?','SELECT p.name,DATEDIFF(CURRENT_DATE,p.created_at) age_days,COUNT(t.id) sales,AVG(tsl.unit_price_before_discount) avg_cost,STDDEV(tsl.unit_price_before_discount) cost_variability 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,p.created_at ORDER BY age_days;','2025-01-24 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markets have the highest margin potential?','SELECT bl.state,bl.city,COUNT(t.id) transactions,SUM(t.final_total) revenue,AVG((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)/tsl.unit_price_before_discount)*100 avg_margin FROM business_locations bl JOIN transactions t ON bl.id=t.location_id JOIN transaction_sell_lines tsl ON t.id=tsl.transaction_id WHERE t.type=\"sell\" GROUP BY bl.state,bl.city ORDER BY avg_margin DESC;','2025-01-24 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is the impact of supply chain efficiency?','SELECT p.name,AVG(DATEDIFF(t_sale.transaction_date,t_purchase.transaction_date)) lead_time,COUNT(t_sale.id) sales,SUM((tsl.unit_price_inc_tax-pl.purchase_price)*tsl.quantity) profit FROM products p JOIN purchase_lines pl ON p.id=pl.product_id JOIN transactions t_purchase ON pl.transaction_id=t_purchase.id JOIN transaction_sell_lines tsl ON p.id=tsl.product_id JOIN transactions t_sale ON tsl.transaction_id=t_sale.id WHERE t_purchase.type=\"purchase\" AND t_sale.type=\"sell\" GROUP BY p.id,p.name ORDER BY lead_time;','2025-01-24 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does customer service affect costs?','SELECT bl.name location,COUNT(t.id) transactions,AVG(TIMESTAMPDIFF(MINUTE,t.created_at,t.updated_at)) service_time,SUM(t.final_total)/COUNT(t.id) cost_per_transaction FROM business_locations bl JOIN transactions t ON bl.id=t.location_id WHERE t.type=\"sell\" GROUP BY bl.id,bl.name ORDER BY service_time;','2025-01-24 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products have the highest economic profit?','SELECT p.name,SUM((tsl.unit_price_inc_tax-pl.purchase_price)*tsl.quantity) gross_profit,SUM(pl.purchase_price*pl.quantity) invested_capital,SUM((tsl.unit_price_inc_tax-pl.purchase_price)*tsl.quantity)-0.1*SUM(pl.purchase_price*pl.quantity) economic_profit FROM products p JOIN purchase_lines pl ON p.id=pl.product_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 p.id,p.name ORDER BY economic_profit DESC;','2025-01-24 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is the impact of working capital efficiency?','SELECT p.name,vld.qty_available*v.default_purchase_price inventory_value,SUM(tsl.quantity) monthly_sales,SUM(tsl.quantity*tsl.unit_price_before_discount)/NULLIF(vld.qty_available*v.default_purchase_price,0) capital_turnover 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 WHERE t.type=\"sell\" GROUP BY p.id,p.name,inventory_value HAVING inventory_value>0 ORDER BY capital_turnover DESC;','2025-01-24 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does operational efficiency affect margins?','SELECT bl.name location,COUNT(t.id) transactions,AVG(TIMESTAMPDIFF(MINUTE,t.created_at,t.updated_at)) processing_time,AVG((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)/tsl.unit_price_before_discount)*100 avg_margin FROM business_locations bl JOIN transactions t ON bl.id=t.location_id JOIN transaction_sell_lines tsl ON t.id=tsl.transaction_id WHERE t.type=\"sell\" GROUP BY bl.id,bl.name ORDER BY processing_time;','2025-01-24 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is the catchment area performance by location?','SELECT bl.name location,bl.state,bl.city,COUNT(DISTINCT t.contact_id) unique_customers,COUNT(t.id) transactions,SUM(t.final_total) revenue FROM business_locations bl JOIN transactions t ON bl.id=t.location_id WHERE t.type=\"sell\" GROUP BY bl.id,bl.name,bl.state,bl.city ORDER BY revenue DESC;','2025-01-24 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locations have the highest customer density?','SELECT bl.name location,COUNT(DISTINCT t.contact_id) customers,COUNT(t.id) transactions,COUNT(t.id)/COUNT(DISTINCT t.contact_id) visits_per_customer FROM business_locations bl JOIN transactions t ON bl.id=t.location_id WHERE t.type=\"sell\" GROUP BY bl.id,bl.name ORDER BY customers DESC;','2025-01-24 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is the impact of local competition?','SELECT bl.name location,COUNT(DISTINCT t.contact_id) customers,AVG(t.final_total) avg_transaction,COUNT(t.id)/COUNT(DISTINCT t.contact_id) frequency FROM business_locations bl JOIN transactions t ON bl.id=t.location_id WHERE t.type=\"sell\" GROUP BY bl.id,bl.name ORDER BY avg_transaction DESC;','2025-01-24 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does store size affect performance?','SELECT bl.name location,COUNT(t.id) transactions,SUM(t.final_total) revenue,SUM(t.final_total)/COUNT(t.id) avg_transaction FROM business_locations bl JOIN transactions t ON bl.id=t.location_id WHERE t.type=\"sell\" GROUP BY bl.id,bl.name ORDER BY revenue DESC;','2025-01-24 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locations have the best customer retention?','SELECT bl.name location,COUNT(DISTINCT t.contact_id) total_customers,COUNT(DISTINCT CASE WHEN purchase_count>1 THEN t.contact_id END) returning_customers FROM business_locations bl JOIN transactions t ON bl.id=t.location_id JOIN (SELECT contact_id,COUNT(*) purchase_count FROM transactions WHERE type=\"sell\" GROUP BY contact_id) pc ON t.contact_id=pc.contact_id WHERE t.type=\"sell\" GROUP BY bl.id,bl.name ORDER BY returning_customers DESC;','2025-01-24 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is the effect of store layout on sales?','SELECT bl.name location,COUNT(DISTINCT pr.rack) rack_count,COUNT(t.id) transactions,SUM(t.final_total) revenue FROM business_locations bl JOIN transactions t ON bl.id=t.location_id LEFT JOIN transaction_sell_lines tsl ON t.id=tsl.transaction_id LEFT JOIN products p ON tsl.product_id=p.id LEFT JOIN product_racks pr ON p.id=pr.product_id WHERE t.type=\"sell\" GROUP BY bl.id,bl.name ORDER BY revenue DESC;','2025-01-24 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does location accessibility affect traffic?','SELECT bl.name location,bl.state,bl.city,COUNT(DISTINCT DATE(t.transaction_date)) active_days,COUNT(t.id)/COUNT(DISTINCT DATE(t.transaction_date)) daily_traffic FROM business_locations bl JOIN transactions t ON bl.id=t.location_id WHERE t.type=\"sell\" GROUP BY bl.id,bl.name,bl.state,bl.city ORDER BY daily_traffic DESC;','2025-01-24 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stores have the highest conversion rate?','SELECT bl.name location,COUNT(DISTINCT t.contact_id) visitors,COUNT(DISTINCT CASE WHEN t.type=\"sell\" THEN t.id END) sales,COUNT(DISTINCT CASE WHEN t.type=\"sell\" THEN t.id END)*100.0/COUNT(DISTINCT t.contact_id) conversion_rate FROM business_locations bl JOIN transactions t ON bl.id=t.location_id GROUP BY bl.id,bl.name ORDER BY conversion_rate DESC;','2025-01-24 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