(236,'How does product mix affect gross margin?','SELECT c.name category,COUNT(DISTINCT p.id) product_count,AVG((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)/tsl.unit_price_before_discount)*100 avg_margin 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 WHERE t.type=\"sell\" GROUP BY c.id,c.name ORDER BY avg_margin DESC;','2025-01-24 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customers have the highest collection period?','SELECT c.name customer,AVG(DATEDIFF(tp.paid_on,t.transaction_date)) avg_collection_days,COUNT(t.id) transaction_count,SUM(t.final_total) total_sales FROM contacts c JOIN transactions t ON c.id=t.contact_id JOIN transaction_payments tp ON t.id=tp.transaction_id WHERE t.type=\"sell\" GROUP BY c.id,c.name ORDER BY avg_collection_days DESC;','2025-01-24 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is the effect of volume discounts on profitability?','SELECT p.name,AVG(CASE WHEN tsl.quantity>5 THEN tsl.unit_price_before_discount END) bulk_price,AVG(CASE WHEN tsl.quantity<=5 THEN tsl.unit_price_before_discount END) regular_price 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 bulk_price IS NOT NULL AND regular_price IS NOT NULL ORDER BY (regular_price-bulk_price)/regular_price DESC;','2025-01-24 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does seasonal financing affect performance?','SELECT MONTH(t.transaction_date) month,SUM(t.final_total) revenue,COUNT(t.id) transaction_count,AVG(t.final_total) avg_transaction FROM transactions t WHERE t.type=\"sell\" GROUP BY MONTH(t.transaction_date) ORDER BY month;','2025-01-24 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products have the highest working capital needs?','SELECT p.name,vld.qty_available*v.default_purchase_price inventory_value,SUM(tsl.quantity) monthly_sales,AVG(tsl.unit_price_before_discount) avg_price 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 ORDER BY inventory_value DESC;','2025-01-24 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is the impact of credit terms on profitability?','SELECT tp.method payment_method,COUNT(t.id) transactions,SUM(t.final_total) total_sales,AVG((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)/tsl.unit_price_before_discount)*100 avg_margin FROM transactions t JOIN transaction_payments tp ON t.id=tp.transaction_id JOIN transaction_sell_lines tsl ON t.id=tsl.transaction_id WHERE t.type=\"sell\" GROUP BY tp.method ORDER BY avg_margin DESC;','2025-01-24 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does product age affect margin?','SELECT p.name,DATEDIFF(CURRENT_DATE,p.created_at) product_age_days,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,p.created_at ORDER BY avg_margin DESC;','2025-01-24 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suppliers offer the best payment terms?','SELECT c.name supplier,COUNT(t.id) purchase_orders,AVG(DATEDIFF(tp.paid_on,t.transaction_date)) avg_payment_terms FROM contacts c JOIN transactions t ON c.id=t.contact_id JOIN transaction_payments tp ON t.id=tp.transaction_id WHERE t.type=\"purchase\" GROUP BY c.id,c.name ORDER BY avg_payment_terms DESC;','2025-01-24 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is the effect of early payment discounts?','SELECT tp.method payment_method,COUNT(t.id) transactions,AVG(CASE WHEN DATEDIFF(tp.paid_on,t.transaction_date)<=7 THEN t.final_total ELSE NULL END) early_payment_avg,AVG(CASE WHEN DATEDIFF(tp.paid_on,t.transaction_date)>7 THEN t.final_total ELSE NULL END) regular_payment_avg FROM transactions t JOIN transaction_payments tp ON t.id=tp.transaction_id WHERE t.type=\"sell\" GROUP BY tp.method;','2025-01-24 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does product pricing affect margin mix?','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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categories have the highest margin stability?','SELECT c.name category,AVG((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)/tsl.unit_price_before_discount)*100 avg_margin,STDDEV((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)/tsl.unit_price_before_discount)*100 margin_volatility 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 WHERE t.type=\"sell\" GROUP BY c.id,c.name ORDER BY margin_volatility;','2025-01-24 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is the impact of currency fluctuations?','SELECT DATE_FORMAT(t.transaction_date,\"%Y-%m\") month,SUM(t.final_total) revenue,COUNT(t.id) transaction_count FROM transactions t WHERE t.type=\"sell\" GROUP BY DATE_FORMAT(t.transaction_date,\"%Y-%m\") ORDER BY month;','2025-01-24 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does product cost trend over time?','SELECT p.name,DATE_FORMAT(t.transaction_date,\"%Y-%m\") month,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,DATE_FORMAT(t.transaction_date,\"%Y-%m\") ORDER BY p.name,month;','2025-01-24 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locations have the highest fixed cost coverage?','SELECT bl.name location,COUNT(t.id) transactions,SUM(t.final_total) revenue,SUM((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)*tsl.quantity) gross_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.id,bl.name ORDER BY gross_profit DESC;','2025-01-24 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is the effect of capacity utilization on costs?','SELECT bl.name location,COUNT(t.id) transactions,SUM(t.final_total) revenue,COUNT(t.id)/(SELECT COUNT(*) FROM transactions WHERE type=\"sell\")*100 utilization_rate 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 utilization_rate DESC;','2025-01-24 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does product lifecycle affect profitability?','SELECT p.name,DATEDIFF(CURRENT_DATE,p.created_at) age_days,COUNT(t.id) sales,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,p.created_at ORDER BY profit DESC;','2025-01-24 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customers have the highest profitability?','SELECT c.name customer,COUNT(t.id) transactions,SUM(t.final_total) revenue,SUM((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)*tsl.quantity) profit FROM contacts c 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 c.id,c.name ORDER BY profit DESC;','2025-01-24 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is the impact of markdown optimization?','SELECT p.name,AVG(CASE WHEN tsl.line_discount_amount>0 THEN tsl.unit_price_before_discount END) discounted_price,AVG(CASE WHEN tsl.line_discount_amount=0 THEN tsl.unit_price_before_discount END) regular_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 discounted_price IS NOT NULL ORDER BY sales DESC;','2025-01-24 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does inventory turnover affect ROI?','SELECT p.name,SUM(tsl.quantity) sales_volume,vld.qty_available current_stock,SUM((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)*tsl.quantity)/NULLIF(vld.qty_available*v.default_purchase_price,0)*100 roi FROM products p JOIN variations v ON p.id=v.product_id LEFT JOIN variation_location_details vld ON p.id=vld.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,vld.qty_available,v.default_purchase_price HAVING current_stock>0 ORDER BY roi DESC;','2025-01-24 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products have the highest margin volatility?','SELECT p.name,AVG((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)/tsl.unit_price_before_discount)*100 avg_margin,STDDEV((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)/tsl.unit_price_before_discount)*100 margin_volatility 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_volatility DESC;','2025-01-24 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is the effect of cost allocation methods?','SELECT c.name category,COUNT(p.id) product_count,SUM(tsl.quantity*tsl.unit_price_before_discount) total_cost,AVG(tsl.unit_price_before_discount) avg_unit_cost 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 WHERE t.type=\"sell\" GROUP BY c.id,c.name ORDER BY total_cost DESC;','2025-01-24 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does product bundling affect margins?','SELECT p.name,AVG(CASE WHEN tsl.quantity>1 THEN (tsl.unit_price_inc_tax-tsl.unit_price_before_discount)/tsl.unit_price_before_discount END)*100 bundle_margin,AVG(CASE WHEN tsl.quantity=1 THEN (tsl.unit_price_inc_tax-tsl.unit_price_before_discount)/tsl.unit_price_before_discount END)*100 single_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 HAVING bundle_margin IS NOT NULL AND single_margin IS NOT NULL ORDER BY bundle_margin DESC;','2025-01-24 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channels have the highest profitability?','SELECT t.sub_type channel,COUNT(t.id) transactions,SUM(t.final_total) revenue,SUM((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)*tsl.quantity) profit 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 profit DESC;','2025-01-24 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is the impact of logistics costs?','SELECT bl.name location,COUNT(t.id) shipments,SUM(t.shipping_charges) shipping_cost,AVG(t.shipping_charges) avg_shipping_cost FROM business_locations bl JOIN transactions t ON bl.id=t.location_id WHERE t.type=\"sell\" AND t.shipping_charges>0 GROUP BY bl.id,bl.name ORDER BY shipping_cost DESC;','2025-01-24 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does product returns affect profitability?','SELECT p.name,COUNT(DISTINCT CASE WHEN t.type=\"sell_return\" THEN t.id END) returns,SUM(CASE WHEN t.type=\"sell_return\" THEN tsl.quantity*tsl.unit_price_before_discount ELSE 0 END) return_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 return_cost DESC;','2025-01-24 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is the effect of service level on costs?','SELECT bl.name location,COUNT(t.id) transactions,AVG(TIMESTAMPDIFF(MINUTE,t.created_at,t.updated_at)) avg_service_time,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.id,bl.name ORDER BY avg_service_time;','2025-01-24 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