(340,'Which seasons have the highest customer count?','SELECT CASE WHEN MONTH(t.transaction_date) IN (12,1,2) THEN \"Winter\" WHEN MONTH(t.transaction_date) IN (3,4,5) THEN \"Spring\" WHEN MONTH(t.transaction_date) IN (6,7,8) THEN \"Summer\" ELSE \"Fall\" END season,COUNT(DISTINCT t.contact_id) customers,COUNT(t.id) transactions FROM transactions t WHERE t.type=\"sell\" GROUP BY 1 ORDER BY customers DESC;','2025-01-24 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is the effect of holiday timing?','SELECT DATE(t.transaction_date) date,COUNT(t.id) transactions,SUM(t.final_total) revenue,AVG(t.final_total) avg_value FROM transactions t WHERE t.type=\"sell\" GROUP BY DATE(t.transaction_date) ORDER BY revenue DESC;','2025-01-24 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does time of day affect basket composition?','SELECT HOUR(t.transaction_date) hour,COUNT(DISTINCT p.category_id) avg_categories,AVG(basket.total_items) avg_items FROM transactions t JOIN transaction_sell_lines tsl ON t.id=tsl.transaction_id JOIN products p ON tsl.product_id=p.id 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 HOUR(t.transaction_date) ORDER BY hour;','2025-01-24 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months have the highest margin?','SELECT MONTH(t.transaction_date) month,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 MONTH(t.transaction_date) ORDER BY margin DESC;','2025-01-24 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is the impact of business hours?','SELECT HOUR(t.transaction_date) hour,COUNT(t.id) transactions,SUM(t.final_total) revenue,COUNT(DISTINCT t.contact_id) unique_customers FROM transactions t WHERE t.type=\"sell\" GROUP BY HOUR(t.transaction_date) ORDER BY hour;','2025-01-24 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does day type affect customer behavior?','SELECT DAYNAME(t.transaction_date) day_of_week,COUNT(DISTINCT t.contact_id) customers,COUNT(t.id) transactions,AVG(t.final_total) avg_value FROM transactions t WHERE t.type=\"sell\" GROUP BY DAYNAME(t.transaction_date) ORDER BY FIELD(DAYNAME(t.transaction_date),\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\",\"Sunday\");','2025-01-24 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weeks have the highest traffic?','SELECT YEARWEEK(t.transaction_date) week,COUNT(t.id) transactions,COUNT(DISTINCT t.contact_id) unique_customers,SUM(t.final_total) revenue FROM transactions t WHERE t.type=\"sell\" GROUP BY YEARWEEK(t.transaction_date) ORDER BY transactions DESC;','2025-01-24 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is the effect of time-based staffing?','SELECT HOUR(t.transaction_date) hour,COUNT(DISTINCT t.created_by) staff_count,COUNT(t.id) transactions,SUM(t.final_total) revenue FROM transactions t WHERE t.type=\"sell\" GROUP BY HOUR(t.transaction_date) ORDER BY revenue/NULLIF(staff_count,0) DESC;','2025-01-24 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does hour of day affect conversion?','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 hour;','2025-01-24 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periods have the highest efficiency?','SELECT HOUR(t.transaction_date) hour,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 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 opening hours?','SELECT HOUR(t.transaction_date) hour,COUNT(t.id) transactions,SUM(t.final_total) revenue,COUNT(DISTINCT t.contact_id) unique_customers,AVG(t.final_total) avg_transaction FROM transactions t WHERE t.type=\"sell\" GROUP BY HOUR(t.transaction_date) ORDER BY revenue DESC;','2025-01-24 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does time slot affect service level?','SELECT HOUR(t.transaction_date) hour,COUNT(t.id) transactions,AVG(TIMESTAMPDIFF(MINUTE,t.created_at,t.updated_at)) service_time,COUNT(DISTINCT t.created_by) staff_count FROM transactions t WHERE t.type=\"sell\" GROUP BY HOUR(t.transaction_date) ORDER BY service_time;','2025-01-24 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days have the highest average ticket?','SELECT DAYNAME(t.transaction_date) day_of_week,COUNT(t.id) transactions,SUM(t.final_total) revenue,AVG(t.final_total) avg_ticket FROM transactions t WHERE t.type=\"sell\" GROUP BY DAYNAME(t.transaction_date) ORDER BY avg_ticket DESC;','2025-01-24 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is the effect of time-based inventory?','SELECT HOUR(t.transaction_date) hour,COUNT(DISTINCT p.id) products_sold,SUM(tsl.quantity) units_sold,AVG(vld.qty_available) avg_stock_level FROM transactions t JOIN transaction_sell_lines tsl ON t.id=tsl.transaction_id JOIN products p ON tsl.product_id=p.id LEFT JOIN variation_location_details vld ON p.id=vld.product_id WHERE t.type=\"sell\" GROUP BY HOUR(t.transaction_date) ORDER BY units_sold DESC;','2025-01-24 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does period length affect performance?','SELECT CASE WHEN TIMESTAMPDIFF(MINUTE,t.created_at,t.updated_at)<15 THEN \"Short\" WHEN TIMESTAMPDIFF(MINUTE,t.created_at,t.updated_at)<30 THEN \"Medium\" ELSE \"Long\" END period_length,COUNT(t.id) transactions,AVG(t.final_total) avg_value,SUM(t.final_total) total_revenue FROM transactions t WHERE t.type=\"sell\" GROUP BY 1 ORDER BY avg_value DESC;','2025-01-24 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quarters have the highest growth?','SELECT QUARTER(t.transaction_date) quarter,COUNT(t.id) transactions,SUM(t.final_total) revenue,LAG(SUM(t.final_total)) OVER (ORDER BY QUARTER(t.transaction_date)) prev_quarter_revenue FROM transactions t WHERE t.type=\"sell\" GROUP BY QUARTER(t.transaction_date) ORDER BY quarter;','2025-01-24 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is the impact of time-based marketing?','SELECT HOUR(t.transaction_date) hour,COUNT(DISTINCT CASE WHEN tsl.line_discount_amount>0 THEN t.id END) promo_transactions,COUNT(DISTINCT CASE WHEN tsl.line_discount_amount=0 THEN t.id END) regular_transactions,AVG(t.final_total) avg_transaction 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 duration affect satisfaction?','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,COUNT(DISTINCT t.contact_id) customers,AVG(t.final_total) avg_value FROM transactions t WHERE t.type=\"sell\" GROUP BY 1 ORDER BY avg_value DESC;','2025-01-24 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times have the highest profitability?','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 profit DESC;','2025-01-24 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is the effect of seasonal timing?','SELECT CASE WHEN MONTH(t.transaction_date) IN (12,1,2) THEN \"Winter\" WHEN MONTH(t.transaction_date) IN (3,4,5) THEN \"Spring\" WHEN MONTH(t.transaction_date) IN (6,7,8) THEN \"Summer\" ELSE \"Fall\" END season,COUNT(t.id) transactions,SUM(t.final_total) revenue,AVG(t.final_total) avg_transaction FROM transactions t WHERE t.type=\"sell\" GROUP BY 1 ORDER BY revenue DESC;','2025-01-24 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does time window affect delivery?','SELECT HOUR(t.transaction_date) hour,COUNT(t.id) transactions,AVG(TIMESTAMPDIFF(MINUTE,t.created_at,t.updated_at)) processing_time FROM transactions t WHERE t.type=\"sell\" AND t.shipping_status IS NOT NULL GROUP BY HOUR(t.transaction_date) ORDER BY processing_time;','2025-01-24 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periods have the highest returns?','SELECT HOUR(t1.transaction_date) hour,COUNT(DISTINCT t1.id) sales,COUNT(DISTINCT t2.id) returns,COUNT(DISTINCT t2.id)*100.0/COUNT(DISTINCT t1.id) return_rate 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 return_rate DESC;','2025-01-24 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is the impact of time-based costs?','SELECT HOUR(t.transaction_date) hour,COUNT(t.id) transactions,SUM(tsl.unit_price_before_discount*tsl.quantity) total_cost,AVG(tsl.unit_price_before_discount) avg_unit_cost 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 total_cost DESC;','2025-01-24 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does timing affect promotion success?','SELECT HOUR(t.transaction_date) hour,COUNT(DISTINCT CASE WHEN tsl.line_discount_amount>0 THEN t.id END) promo_sales,SUM(CASE WHEN tsl.line_discount_amount>0 THEN tsl.quantity ELSE 0 END) promo_units,AVG(CASE WHEN tsl.line_discount_amount>0 THEN tsl.line_discount_amount END) avg_discount 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 promo_sales DESC;','2025-01-24 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hours have the highest shrinkage?','SELECT HOUR(t.transaction_date) hour,COUNT(DISTINCT CASE WHEN t.type=\"stock_adjustment\" THEN t.id END) adjustments,SUM(CASE WHEN t.type=\"stock_adjustment\" THEN tsl.quantity ELSE 0 END) adjustment_quantity FROM transactions t JOIN transaction_sell_lines tsl ON t.id=tsl.transaction_id GROUP BY HOUR(t.transaction_date) ORDER BY adjustment_quantity DESC;','2025-01-24 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is the effect of time-based service?','SELECT HOUR(t.transaction_date) hour,COUNT(t.id) transactions,AVG(TIMESTAMPDIFF(MINUTE,t.created_at,t.updated_at)) service_time,COUNT(DISTINCT t.created_by) staff_count FROM transactions t WHERE t.type=\"sell\" GROUP BY HOUR(t.transaction_date) ORDER BY service_time;','2025-01-24 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