Key takeaway: The data suggests that certain products are more likely to be ordered in specific quantities, which could inform inventory management and marketing strategies. The data shows that grouping by product affects the quantity ordered. There are fifteen notable categories within the quantity ordered when grouped by product. For instance, the percentage of orders with a quantity of 4 is significantly higher for Printers at 50.0%, while it is 0% for both Desks and Monitors, compared to an average of 15% across all products. Similarly, the percentage of orders with a quantity of 1 is much higher for Monitors at 33.3%, compared to an average of 7%. For orders with a quantity of 9, the percentage is moderately higher for Chairs at 37.5% and Printers at 33.3%, compared to an average of 12%. Orders with a quantity of 10 are more common for Desks at 30.0%, compared to an average of 10%. Orders with a quantity of 6 are more frequent for Monitors at 25.0%, External Hard Drives at 20.0%, and Mice at 20.0%, compared to an average of 7%. Conversely, orders with a quantity of 2 are less common for Monitors and Mice, both at 0%, compared to an average of 16%. Orders with a quantity of 8 are more frequent for Mice and Desks, both at 20%, compared to an average of 5%. Lastly, orders with a quantity of 7 are more common for Monitors at 16.7%, compared to an average of 6%. These insights suggest that certain products are more likely to be ordered in specific quantities, which could be useful for inventory planning and targeted marketing.