File size: 3,117 Bytes
a7090e1 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 |
question,answer,type,columns_used,column_types,sample_answer
Does the dataset contain customers who are under the age of 18?,False,boolean,['customer_age'],['number[uint8]'],False
Are there any customers with a total transaction amount of zero?,False,boolean,['total_trans_amt'],['number[uint16]'],False
"Does the dataset include customers with a credit limit exceeding $50,000?",False,boolean,['credit_limit'],['number[UInt16]'],False
Are there any customers in the dataset who are inactive for more than 12 months?,False,boolean,['months_inactive_12_mon'],['number[uint8]'],False
What is the highest credit limit in the dataset?,34516.0,number,['credit_limit'],['number[UInt16]'],34516.0
What is the maximum total transaction amount recorded?,18484,number,['total_trans_amt'],['number[uint16]'],5149
What is the largest total revolving balance in the dataset?,2517,number,['total_revolving_bal'],['number[uint16]'],2517
What is the highest customer age in the dataset?,73,number,['customer_age'],['number[uint8]'],58
What is the most common level of education among the customers?,Graduate,category,['education_level'],['category'],Graduate
What is the most common income category of the customers?,Less than $40K,category,['income_category'],['category'],Less than $40K
Which gender is most represented among the customers?,F,category,['gender'],['category'],F
What is the most common attrition flag value?,0,category,['attrition_flag'],['category'],0
What are the top 3 most common education levels among the customers?,"['Graduate', 'High School', 'Unknown']",list[category],['education_level'],['category'],"['Graduate', 'Unknown', 'Post-Graduate']"
Which are the 4 most frequent income categories?,"['Less than $40K', '$40K - $60K', '$80K - $120K', '$60K - $80K']",list[category],['income_category'],['category'],"['Less than $40K', 'Unknown', '$80K - $120K', '$40K - $60K']"
Which are the top 3 most frequent income categories?,"['Less than $40K', '$40K - $60K', '$80K - $120K']",list[category],['income_category'],['category'],"['Less than $40K', 'Unknown', '$80K - $120K']"
Which are the two most frequent income categories?,"['Less than $40K', '$40K - $60K']",list[category],['income_category'],['category'],"['Less than $40K', 'Unknown']"
Who are the top 5 oldest customers in the dataset?,"[73, 70, 68, 67, 67]",list[number],"['customer_age', 'id']","['number[uint8]', 'number[uint16]']","[5024, 7430, 8918, 3002, 7360]"
Who are the five customers with the highest credit limit?,"[34516.0, 34516.0, 34516.0, 34516.0, 34516.0]",list[number],"['credit_limit', 'id']","['number[UInt16]', 'number[uint16]']","[3782, 8260, 8918, 8055, 3002]"
Who are the 6 customers with the highest total transaction amount?,"[18484, 17744, 17634, 17498, 17437, 17350]",list[number],"['total_trans_amt', 'id']","['number[uint16]', 'number[uint16]']","[2000, 2418, 10093, 3782, 9612, 7951]"
Who are the top six customers with the highest total revolving balance?,"[2517, 2517, 2517, 2517, 2517, 2517]",list[number],"['total_revolving_bal', 'id']","['number[uint16]', 'number[uint16]']","[10093, 7430, 6400, 3782, 9612, 7360]"
|