(27,'How do sales volumes vary during different hours of the day?','SELECT \n    HOUR(t.transaction_date) as hour_of_day,\n    COUNT(DISTINCT t.id) as transaction_count,\n    SUM(tsl.quantity) as total_quantity_sold,\n    SUM(t.final_total) as total_revenue,\n    AVG(t.final_total) as avg_transaction_value\nFROM transactions t\nJOIN transaction_sell_lines tsl ON t.id = tsl.transaction_id\nWHERE t.type = \"sell\" \nAND t.status = \"final\"\nAND t.transaction_date >= DATE_SUB(CURRENT_DATE, INTERVAL 30 DAY)\nGROUP BY HOUR(t.transaction_date)\nORDER BY hour_of_day;','2025-01-24 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is the impact of promotions on sales volume?','SELECT \n    CASE \n        WHEN tsl.line_discount_amount > 0 THEN \"Promotional\"\n        ELSE \"Regular\"\n    END as sale_type,\n    COUNT(DISTINCT t.id) as number_of_transactions,\n    SUM(tsl.quantity) as total_quantity_sold,\n    SUM(tsl.unit_price_inc_tax * tsl.quantity) as gross_revenue,\n    SUM(tsl.line_discount_amount) as total_discount,\n    SUM((tsl.unit_price_inc_tax * tsl.quantity) - tsl.line_discount_amount) as net_revenue,\n    AVG(tsl.line_discount_amount) as avg_discount_per_transaction\nFROM transactions t\nJOIN transaction_sell_lines tsl ON t.id = tsl.transaction_id\nWHERE t.type = \"sell\" \nAND t.status = \"final\"\nAND t.transaction_date >= DATE_SUB(CURRENT_DATE, INTERVAL 30 DAY)\nGROUP BY CASE WHEN tsl.line_discount_amount > 0 THEN \"Promotional\" ELSE \"Regular\" END;','2025-01-24 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is the conversion rate between product views and actual sales?','SELECT p.name,COUNT(DISTINCT t.id) as sales,SUM(tsl.quantity) as units_sold 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 WHERE t.type=\"sell\" AND t.status=\"final\" GROUP BY p.id,p.name ORDER BY units_sold DESC;','2025-01-24 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products have shown the highest sales growth in the last quarter?','SELECT p.name,SUM(CASE WHEN t.transaction_date>=DATE_SUB(CURRENT_DATE,INTERVAL 3 MONTH) THEN tsl.quantity ELSE 0 END) as current_sales,SUM(CASE WHEN t.transaction_date BETWEEN DATE_SUB(CURRENT_DATE,INTERVAL 6 MONTH) AND DATE_SUB(CURRENT_DATE,INTERVAL 3 MONTH) THEN tsl.quantity ELSE 0 END) as prev_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 current_sales>0 ORDER BY ((current_sales-prev_sales)/NULLIF(prev_sales,0)*100) DESC;','2025-01-24 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is the average order value by day of the week?','SELECT DAYNAME(t.transaction_date) day,COUNT(t.id) orders,AVG(final_total) avg_value FROM transactions t WHERE type=\"sell\" AND status=\"final\" GROUP BY DAYNAME(t.transaction_date);','2025-01-24 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do sales volumes vary during different hours of the day?','SELECT HOUR(t.transaction_date) hour,COUNT(t.id) transactions,SUM(tsl.quantity) units_sold 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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is the sales performance of new products launched in the last 3 months?','SELECT name, type, sku, product_description FROM products LIMIT 25','2025-01-24 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product combinations are most frequently sold together?','SELECT p1.name prod1,p2.name prod2,COUNT(*) freq FROM transaction_sell_lines t1 JOIN transaction_sell_lines t2 ON t1.transaction_id=t2.transaction_id JOIN products p1 ON t1.product_id=p1.id JOIN products p2 ON t2.product_id=p2.id WHERE t1.product_id<t2.product_id GROUP BY p1.id,p2.id,p1.name,p2.name HAVING freq>5 ORDER BY freq DESC;','2025-01-24 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is the impact of promotions on sales volume?','SELECT CASE WHEN tsl.line_discount_amount>0 THEN \"Promo\" ELSE \"Regular\" END type,COUNT(t.id) transactions,SUM(tsl.quantity) units FROM transactions t JOIN transaction_sell_lines tsl ON t.id=tsl.transaction_id WHERE t.type=\"sell\" GROUP BY CASE WHEN tsl.line_discount_amount>0 THEN \"Promo\" ELSE \"Regular\" END;','2025-01-24 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do weather conditions affect our daily sales?','SELECT DATE(t.transaction_date) date,COUNT(t.id) transactions,SUM(final_total) sales FROM transactions t WHERE t.type=\"sell\" AND t.status=\"final\" GROUP BY DATE(t.transaction_date) ORDER BY date;','2025-01-24 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is the correlation between discount levels and sales volume?','SELECT CASE WHEN line_discount_amount=0 THEN \"No Discount\" WHEN line_discount_amount<=10 THEN \"0-10%\" WHEN line_discount_amount<=25 THEN \"11-25%\" ELSE \"26%+\" END discount_range,COUNT(*) transactions,SUM(quantity) units FROM transaction_sell_lines tsl JOIN transactions t ON tsl.transaction_id=t.id WHERE t.type=\"sell\" GROUP BY 1;','2025-01-24 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products have the highest cross-selling success rate?','SELECT p.name,COUNT(DISTINCT t.id) sales,COUNT(DISTINCT t2.id) cross_sales 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 transactions t2 ON t.contact_id=t2.contact_id AND t2.id>t.id WHERE t.type=\"sell\" GROUP BY p.id,p.name ORDER BY cross_sales DESC;','2025-01-24 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is the average time between repeat purchases for each product?','SELECT p.name,AVG(DATEDIFF(t2.transaction_date,t1.transaction_date)) avg_days FROM products p JOIN transaction_sell_lines tsl1 ON p.id=tsl1.product_id JOIN transactions t1 ON tsl1.transaction_id=t1.id JOIN transactions t2 ON t1.contact_id=t2.contact_id AND t2.id>t1.id WHERE t1.type=\"sell\" GROUP BY p.id,p.name HAVING avg_days IS NOT NULL ORDER BY avg_days;','2025-01-24 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do holiday seasons impact our sales patterns?','SELECT WEEK(transaction_date) week,COUNT(*) transactions,SUM(final_total) sales FROM transactions WHERE type=\"sell\" AND YEAR(transaction_date)=YEAR(CURRENT_DATE) GROUP BY WEEK(transaction_date);','2025-01-24 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is the sales velocity of each product category?','SELECT c.name category,COUNT(t.id)/30 daily_sales_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 WHERE t.type=\"sell\" AND t.transaction_date>=DATE_SUB(CURRENT_DATE,INTERVAL 30 DAY) GROUP BY c.id,c.name ORDER BY daily_sales_rate DESC;','2025-01-24 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products show consistent sales versus seasonal patterns?','SELECT p.name,STDDEV(daily_sales) sales_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 HAVING COUNT(*)>30 ORDER BY sales_volatility;','2025-01-24 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is the impact of stock-outs on subsequent sales?','SELECT p.name,COUNT(DISTINCT t.id) sales_after_stockout FROM products p 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 vld.qty_available=0 AND t.type=\"sell\" GROUP BY p.id,p.name;','2025-01-24 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do sales vary by payment method?','SELECT tp.method payment_method,COUNT(t.id) transactions,SUM(t.final_total) total_sales FROM transactions t JOIN transaction_payments tp ON t.id=tp.transaction_id WHERE t.type=\"sell\" AND t.status=\"final\" GROUP BY tp.method ORDER BY total_sales DESC;','2025-01-24 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is the relationship between product placement and sales?','SELECT pr.rack,pr.row,COUNT(t.id) transactions,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 rate of repeat purchases?','SELECT p.name,COUNT(DISTINCT t.contact_id) unique_customers,COUNT(t.id) total_purchases,COUNT(t.id)/COUNT(DISTINCT t.contact_id) purchase_frequency 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 unique_customers>1 ORDER BY purchase_frequency DESC;','2025-01-24 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is the average basket size by time of day?','SELECT HOUR(t.transaction_date) hour,AVG(items) avg_items,AVG(t.final_total) avg_value FROM transactions t JOIN (SELECT transaction_id,SUM(quantity) 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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do sales promotions affect customer retention?','SELECT c.id customer_id,COUNT(DISTINCT CASE WHEN tsl.line_discount_amount>0 THEN t.id END) promo_purchases,COUNT(DISTINCT CASE WHEN tsl.line_discount_amount=0 THEN t.id END) regular_purchases 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;','2025-01-24 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is the sales performance comparison between online and offline channels?','SELECT CASE WHEN t.sub_type=\"online\" THEN \"Online\" ELSE \"Offline\" END channel,COUNT(t.id) transactions,SUM(t.final_total) total_sales FROM transactions t WHERE t.type=\"sell\" AND t.status=\"final\" GROUP BY CASE WHEN t.sub_type=\"online\" THEN \"Online\" ELSE \"Offline\" END;','2025-01-24 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products have the highest sales velocity during promotions?','SELECT p.name,SUM(tsl.quantity)/COUNT(DISTINCT DATE(t.transaction_date)) daily_velocity 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\" AND tsl.line_discount_amount>0 GROUP BY p.id,p.name ORDER BY daily_velocity DESC;','2025-01-24 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is the impact of price changes on sales volume?','SELECT p.name,tsl.unit_price_before_discount price_point,COUNT(t.id) transactions,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 p.name,price_point;','2025-01-24 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do sales vary by geographic region?','SELECT bl.state,bl.city,COUNT(t.id) transactions,SUM(t.final_total) total_sales FROM business_locations bl JOIN transactions t ON bl.id=t.location_id WHERE t.type=\"sell\" AND t.status=\"final\" GROUP BY bl.state,bl.city ORDER BY total_sales DESC;','2025-01-24 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