(314,'Which stores have the best margin performance?','SELECT bl.name location,COUNT(t.id) transactions,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 avg_margin DESC;','2025-01-24 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INSERT INTO `vhai` VALUES (315,'What is the effect of local competition density?','SELECT bl.name location,bl.state,bl.city,COUNT(t.id) transactions,SUM(t.final_total) revenue,AVG(t.final_total) 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,bl.state,bl.city ORDER BY revenue DESC;','2025-01-24 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does store traffic pattern affect sales?','SELECT bl.name location,HOUR(t.transaction_date) hour,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,HOUR(t.transaction_date) ORDER BY bl.name,hour;','2025-01-24 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locations have the highest customer satisfaction?','SELECT bl.name location,COUNT(DISTINCT t.contact_id) customers,COUNT(t.id)/COUNT(DISTINCT t.contact_id) visits_per_customer,AVG(t.final_total) 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 visits_per_customer DESC;','2025-01-24 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is the impact of store technology?','SELECT bl.name location,COUNT(DISTINCT tp.method) payment_methods,COUNT(t.id) transactions,AVG(TIMESTAMPDIFF(MINUTE,t.created_at,t.updated_at)) avg_processing_time FROM business_locations bl JOIN transactions t ON bl.id=t.location_id JOIN transaction_payments tp ON t.id=tp.transaction_id WHERE t.type=\"sell\" GROUP BY bl.id,bl.name ORDER BY avg_processing_time;','2025-01-24 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does location type affect inventory needs?','SELECT bl.name location,COUNT(DISTINCT p.id) product_count,SUM(vld.qty_available) total_stock,SUM(tsl.quantity) monthly_sales FROM business_locations bl JOIN variation_location_details vld ON bl.id=vld.location_id JOIN products p ON vld.product_id=p.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.type=\"sell\" AND t.transaction_date>=DATE_SUB(CURRENT_DATE,INTERVAL 30 DAY) GROUP BY bl.id,bl.name ORDER BY monthly_sales DESC;','2025-01-24 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stores have the best employee retention?','SELECT bl.name location,COUNT(DISTINCT u.id) total_staff,COUNT(DISTINCT t.created_by) active_staff,COUNT(t.id)/COUNT(DISTINCT t.created_by) transactions_per_staff FROM business_locations bl JOIN transactions t ON bl.id=t.location_id JOIN users u ON t.created_by=u.id WHERE t.type=\"sell\" GROUP BY bl.id,bl.name ORDER BY transactions_per_staff DESC;','2025-01-24 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is the effect of local market share?','SELECT bl.name location,bl.state,bl.city,COUNT(t.id) transactions,SUM(t.final_total) revenue,SUM(t.final_total)/(SELECT SUM(final_total) FROM transactions WHERE type=\"sell\")*100 market_share 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 market_share DESC;','2025-01-24 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does store design affect performance?','SELECT bl.name location,COUNT(DISTINCT pr.rack) layout_sections,COUNT(t.id) transactions,SUM(t.final_total) revenue,AVG(TIMESTAMPDIFF(MINUTE,t.created_at,t.updated_at)) avg_dwell_time 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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locations have the highest profit per visit?','SELECT bl.name location,COUNT(t.id) visits,SUM((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)*tsl.quantity) total_profit,SUM((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)*tsl.quantity)/COUNT(t.id) profit_per_visit 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 profit_per_visit DESC;','2025-01-24 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is the impact of store accessibility?','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,AVG(t.final_total) 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,bl.state,bl.city ORDER BY daily_traffic DESC;','2025-01-24 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does location affect product mix?','SELECT bl.name location,COUNT(DISTINCT p.category_id) categories,COUNT(DISTINCT p.id) products,SUM(tsl.quantity) units_sold 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,bl.name ORDER BY units_sold DESC;','2025-01-24 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stores have the best operational efficiency?','SELECT bl.name location,COUNT(t.id) transactions,AVG(TIMESTAMPDIFF(MINUTE,t.created_at,t.updated_at)) processing_time,COUNT(t.id)/COUNT(DISTINCT t.created_by) transactions_per_staff 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 processing_time;','2025-01-24 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is the effect of local population growth?','SELECT bl.name location,bl.state,bl.city,COUNT(DISTINCT t.contact_id) 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 customers DESC;','2025-01-24 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does store image affect performance?','SELECT bl.name location,COUNT(DISTINCT t.contact_id) customers,AVG(t.final_total) avg_transaction,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 avg_transaction DESC;','2025-01-24 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locations have the highest potential ROI?','SELECT bl.name location,SUM(t.final_total) revenue,SUM((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)*tsl.quantity) profit,SUM((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)*tsl.quantity)/SUM(t.final_total)*100 roi 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 roi DESC;','2025-01-24 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is the hourly sales pattern by day type?','SELECT DAYNAME(t.transaction_date) day_of_week,HOUR(t.transaction_date) hour,COUNT(t.id) transactions,SUM(t.final_total) revenue FROM transactions t WHERE t.type=\"sell\" GROUP BY DAYNAME(t.transaction_date),HOUR(t.transaction_date) ORDER BY FIELD(DAYNAME(t.transaction_date),\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\",\"Sunday\"),hour;','2025-01-24 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time periods have the highest conversion rate?','SELECT HOUR(t.transaction_date) hour,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 transactions t GROUP BY HOUR(t.transaction_date) ORDER BY conversion_rate DESC;','2025-01-24 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is the impact of time-based promotions?','SELECT HOUR(t.transaction_date) hour,COUNT(DISTINCT CASE WHEN tsl.line_discount_amount>0 THEN t.id END) promo_sales,COUNT(DISTINCT CASE WHEN tsl.line_discount_amount=0 THEN t.id END) regular_sales FROM transactions t JOIN transaction_sell_lines tsl ON t.id=tsl.transaction_id WHERE t.type=\"sell\" GROUP BY HOUR(t.transaction_date) ORDER BY hour;','2025-01-24 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does shopping duration affect basket size?','SELECT CASE WHEN TIMESTAMPDIFF(MINUTE,t.created_at,t.updated_at)<15 THEN \"<15 min\" WHEN TIMESTAMPDIFF(MINUTE,t.created_at,t.updated_at)<30 THEN \"15-30 min\" ELSE \">30 min\" END duration,COUNT(t.id) transactions,AVG(basket.total_items) avg_items,AVG(t.final_total) avg_value FROM transactions t JOIN (SELECT transaction_id,SUM(quantity) total_items FROM transaction_sell_lines GROUP BY transaction_id) basket ON t.id=basket.transaction_id WHERE t.type=\"sell\" GROUP BY 1 ORDER BY avg_items DESC;','2025-01-24 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hours have the highest profit margin?','SELECT HOUR(t.transaction_date) hour,COUNT(t.id) transactions,SUM((tsl.unit_price_inc_tax-tsl.unit_price_before_discount)*tsl.quantity) profit,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 HOUR(t.transaction_date) ORDER BY margin DESC;','2025-01-24 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is the effect of time-based pricing?','SELECT HOUR(t.transaction_date) hour,AVG(tsl.unit_price_before_discount) avg_price,COUNT(t.id) transactions,SUM(t.final_total) revenue FROM transactions t JOIN transaction_sell_lines tsl ON t.id=tsl.transaction_id WHERE t.type=\"sell\" GROUP BY HOUR(t.transaction_date) ORDER BY hour;','2025-01-24 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does day part affect product mix?','SELECT CASE WHEN HOUR(t.transaction_date)<12 THEN \"Morning\" WHEN HOUR(t.transaction_date)<17 THEN \"Afternoon\" ELSE \"Evening\" END day_part,c.name category,COUNT(t.id) transactions,SUM(tsl.quantity) units FROM transactions t JOIN transaction_sell_lines tsl ON t.id=tsl.transaction_id JOIN products p ON tsl.product_id=p.id JOIN categories c ON p.category_id=c.id WHERE t.type=\"sell\" GROUP BY 1,c.id,c.name ORDER BY units DESC;','2025-01-24 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periods have the highest staff efficiency?','SELECT HOUR(t.transaction_date) hour,COUNT(DISTINCT t.created_by) staff_count,COUNT(t.id) transactions,COUNT(t.id)/COUNT(DISTINCT t.created_by) transactions_per_staff FROM transactions t WHERE t.type=\"sell\" GROUP BY HOUR(t.transaction_date) ORDER BY transactions_per_staff DESC;','2025-01-24 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is the impact of rush hours?','SELECT HOUR(t.transaction_date) hour,COUNT(t.id) transactions,AVG(TIMESTAMPDIFF(MINUTE,t.created_at,t.updated_at)) processing_time,AVG(t.final_total) avg_value FROM transactions t WHERE t.type=\"sell\" GROUP BY HOUR(t.transaction_date) ORDER BY transactions DESC;','2025-01-24 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does time of purchase affect returns?','SELECT HOUR(t1.transaction_date) purchase_hour,COUNT(DISTINCT t1.id) sales,COUNT(DISTINCT t2.id) returns FROM transactions t1 LEFT JOIN transactions t2 ON t1.id=t2.return_parent_id WHERE t1.type=\"sell\" GROUP BY HOUR(t1.transaction_date) ORDER BY returns DESC;','2025-01-24 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