| question,answer,type,columns_used,column_types,sample_answer | |
| Is there any customer with a PhD education level?,True,boolean,['Education'],['category'],True | |
| Do we have any customers who are married?,True,boolean,['Marital_Status'],['category'],True | |
| Is there any customer with income higher than 100000?,True,boolean,['Income'],['number[UInt32]'],False | |
| Has any customer made more than 10 web purchases?,True,boolean,['NumWebPurchases'],['number[uint8]'],False | |
| How many customers do we have in the dataset?,2240,number,['ID'],['number[uint16]'],20 | |
| What's the average income of our customers?,52247.25135379061,number,['Income'],['number[UInt32]'],51873.7 | |
| What's the maximum number of web purchases made by a customer?,27,number,['NumWebPurchases'],['number[uint8]'],8 | |
| What's the minimum recency of purchase among the customers?,0,number,['Recency'],['number[uint8]'],16 | |
| What's the most common education level among our customers?,Graduation,category,['Education'],['category'],Graduation | |
| What's the most common marital status among our customers?,Married,category,['Marital_Status'],['category'],Married | |
| Who is the customer with the highest income?,9432,category,"['ID', 'Income']","['number[uint16]', 'number[UInt32]']",10742 | |
| Who is the customer with the most recent purchase?,4047,category,"['ID', 'Recency']","['number[uint16]', 'number[uint8]']",10779 | |
| Who are the top 3 customers with the highest income?,"[9432, 1503, 1501]",list[category],"['ID', 'Income']","['number[uint16]', 'number[UInt32]']","[10742, 6935, 5831]" | |
| What are the top 2 most common education levels among our customers?,"['Graduation', 'PhD']",list[category],['Education'],['category'],"['Graduation', 'Master']" | |
| What are the top 3 most common marital statuses among our customers?,"['Married', 'Together', 'Single']",list[category],['Marital_Status'],['category'],"['Married', 'Together', 'Single']" | |
| Who are the 4 customers with the most web purchases?,"[5255, 4619, 10311, 6237]",list[category],"['ID', 'NumWebPurchases']","['number[uint16]', 'number[uint8]']","[2607, 7247, 3759, 2579]" | |
| What are the top 3 income values among our customers?,"[666666.0, 162397.0, 160803.0]",list[number],['Income'],['number[UInt32]'],"[86580, 78497, 77870]" | |
| What are the top 2 recency values among our customers?,"[99, 99]",list[number],['Recency'],['number[uint8]'],"[95, 93]" | |
| What are the bottom 3 income values among our customers?,"[1730.0, 2447.0, 3502.0]",list[number],['Income'],['number[UInt32]'],"[14188, 21645, 22148]" | |
| What are the bottom 2 recency values among our customers?,"[0, 0]",list[number],['Recency'],['number[uint8]'],"[16, 21]" | |