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Credit Risk Data file posted on Campus Web contains data on loan applications and measures of credit risk for the applicants. The database contains the
"Credit Risk Data" file posted on Campus Web contains data on loan applications and measures of credit risk for the applicants. The database contains the purpose of the loan, the balance of checking and savings accounts, the length of time the applicant has been a customer and other demographic data. Your supervisor asks you to make a useful dashboard to present this data to the board of directors to convey the information about the loan applicants, their demographic, and credit risk. How would you present it?Â
Loan Purpose | Checking | Savings | Months Customer | Months Employed | Gender | Marital Status | Age | Housing | Years | Job | Credit Risk |
Small Appliance | $0 | $739 | 13 | 12 | M | Single | 23 | Own | 3 | Unskilled | Low |
Furniture | $0 | $1,230 | 25 | 0 | M | Divorced | 32 | Own | 1 | Skilled | High |
New Car | $0 | $389 | 19 | 119 | M | Single | 38 | Own | 4 | Management | High |
Furniture | $638 | $347 | 13 | 14 | M | Single | 36 | Own | 2 | Unskilled | High |
Education | $963 | $4,754 | 40 | 45 | M | Single | 31 | Rent | 3 | Skilled | Low |
Furniture | $2,827 | $0 | 11 | 13 | M | Married | 25 | Own | 1 | Skilled | Low |
New Car | $0 | $229 | 13 | 16 | M | Married | 26 | Own | 3 | Unskilled | Low |
Business | $0 | $533 | 14 | 2 | M | Single | 27 | Own | 1 | Unskilled | Low |
Small Appliance | $6,509 | $493 | 37 | 9 | M | Single | 25 | Own | 2 | Skilled | High |
Small Appliance | $966 | $0 | 25 | 4 | F | Divorced | 43 | Own | 1 | Skilled | High |
Business | $0 | $989 | 49 | 0 | M | Single | 32 | Rent | 2 | Management | High |
New Car | $0 | $3,305 | 11 | 15 | M | Single | 34 | Rent | 2 | Unskilled | Low |
Business | $322 | $578 | 10 | 14 | M | Married | 26 | Own | 1 | Skilled | Low |
New Car | $0 | $821 | 25 | 63 | M | Single | 44 | Own | 1 | Skilled | High |
New Car | $396 | $228 | 13 | 26 | M | Single | 46 | Own | 3 | Unskilled | Low |
Used Car | $0 | $129 | 31 | 8 | M | Divorced | 39 | Own | 4 | Management | Low |
Furniture | $652 | $732 | 49 | 4 | F | Divorced | 25 | Own | 2 | Skilled | High |
New Car | $708 | $683 | 13 | 33 | M | Single | 31 | Own | 2 | Skilled | Low |
Repairs | $207 | $0 | 28 | 116 | M | Single | 47 | Own | 4 | Skilled | Low |
Education | $287 | $12,348 | 7 | 2 | F | Divorced | 23 | Rent | 2 | Skilled | High |
Furniture | $0 | $17,545 | 34 | 16 | F | Divorced | 22 | Own | 4 | Skilled | High |
Furniture | $101 | $3,871 | 13 | 5 | F | Divorced | 26 | Rent | 4 | Skilled | High |
Furniture | $0 | $0 | 25 | 23 | M | Married | 19 | Own | 4 | Skilled | High |
Furniture | $0 | $485 | 37 | 23 | F | Divorced | 27 | Own | 2 | Management | High |
New Car | $0 | $10,723 | 11 | 15 | M | Single | 39 | Rent | 2 | Unskilled | Low |
Business | $141 | $245 | 22 | 33 | M | Single | 26 | Own | 3 | Skilled | Low |
Used Car | $0 | $0 | 19 | 58 | M | Single | 50 | Other | 4 | Skilled | High |
Used Car | $2,484 | $0 | 49 | 46 | M | Single | 34 | Other | 1 | Skilled | Low |
Small Appliance | $237 | $236 | 37 | 24 | M | Single | 23 | Rent | 4 | Skilled | Low |
Small Appliance | $0 | $485 | 19 | 12 | M | Single | 23 | Own | 2 | Skilled | Low |
Education | $335 | $1,708 | 37 | 7 | M | Single | 46 | Other | 4 | Skilled | High |
Small Appliance | $3,565 | $0 | 31 | 32 | M | Single | 35 | Own | 3 | Skilled | Low |
Small Appliance | $0 | $407 | 13 | 2 | F | Divorced | 28 | Own | 2 | Skilled | Low |
Business | $16,647 | $895 | 16 | 34 | M | Single | 25 | Rent | 4 | Skilled | Low |
Business | $0 | $150 | 49 | 46 | F | Divorced | 36 | Rent | 4 | Skilled | High |
Small Appliance | $0 | $490 | 5 | 41 | M | Single | 41 | Own | 1 | Unskilled | Low |
Furniture | $0 | $162 | 25 | 1 | M | Divorced | 54 | Own | 1 | Skilled | High |
Small Appliance | $940 | $715 | 9 | 40 | F | Divorced | 43 | Own | 2 | Unskilled | Low |
Small Appliance | $0 | $323 | 49 | 42 | M | Married | 33 | Own | 1 | Skilled | High |
New Car | $0 | $128 | 13 | 74 | M | Single | 34 | Own | 3 | Skilled | High |
Other | $218 | $0 | 49 | 0 | M | Single | 39 | Other | 4 | Unemployed | Low |
Used Car | $0 | $109 | 25 | 26 | M | Single | 34 | Own | 3 | Unskilled | Low |
Small Appliance | $16,935 | $189 | 37 | 60 | M | Single | 30 | Own | 2 | Skilled | Low |
Furniture | $664 | $537 | 31 | 33 | M | Single | 48 | Own | 2 | Skilled | High |
Furniture | $150 | $6,520 | 12 | 1 | F | Divorced | 19 | Own | 1 | Skilled | Low |
Small Appliance | $0 | $138 | 7 | 119 | M | Married | 29 | Rent | 2 | Skilled | Low |
Furniture | $216 | $0 | 19 | 3 | F | Divorced | 26 | Rent | 3 | Skilled | High |
New Car | $0 | $660 | 17 | 75 | M | Single | 42 | Rent | 4 | Skilled | High |
Business | $0 | $724 | 25 | 8 | M | Single | 30 | Rent | 2 | Skilled | High |
Small Appliance | $0 | $897 | 19 | 5 | M | Married | 38 | Own | 4 | Skilled | Low |
Small Appliance | $265 | $947 | 25 | 5 | M | Married | 21 | Own | 1 | Skilled | High |
Furniture | $4,256 | $0 | 16 | 36 | F | Divorced | 32 | Rent | 4 | Unskilled | Low |
Business | $870 | $917 | 28 | 6 | M | Single | 35 | Own | 2 | Skilled | High |
New Car | $162 | $595 | 22 | 10 | M | Divorced | 46 | Own | 4 | Skilled | Low |
Used Car | $0 | $789 | 25 | 28 | M | Single | 37 | Own | 3 | Management | Low |
Education | $0 | $0 | 37 | 114 | M | Single | 39 | Own | 4 | Management | High |
Furniture | $0 | $746 | 13 | 16 | F | Divorced | 29 | Own | 3 | Skilled | Low |
New Car | $461 | $140 | 19 | 32 | M | Single | 27 | Rent | 3 | Unskilled | Low |
New Car | $0 | $659 | 19 | 5 | F | Divorced | 22 | Rent | 3 | Skilled | High |
Furniture | $0 | $717 | 37 | 60 | M | Single | 40 | Own | 2 | Skilled | High |
New Car | $0 | $667 | 29 | 10 | M | Single | 44 | Own | 2 | Unskilled | High |
New Car | $580 | $0 | 11 | 8 | M | Single | 26 | Own | 4 | Unskilled | High |
Small Appliance | $0 | $763 | 13 | 46 | F | Divorced | 57 | Own | 3 | Unskilled | Low |
New Car | $0 | $1,366 | 19 | 17 | M | Single | 34 | Own | 4 | Unskilled | Low |
Small Appliance | $0 | $552 | 25 | 4 | M | Married | 47 | Own | 4 | Skilled | High |
Small Appliance | $0 | $14,643 | 16 | 115 | M | Single | 46 | Own | 3 | Skilled | Low |
Business | $758 | $2,665 | 13 | 31 | M | Single | 38 | Own | 4 | Unskilled | Low |
Used Car | $399 | $0 | 31 | 0 | F | Divorced | 52 | Own | 1 | Management | High |
Furniture | $513 | $442 | 7 | 0 | M | Single | 34 | Own | 1 | Management | Low |
Furniture | $0 | $8,357 | 25 | 5 | M | Single | 29 | Other | 4 | Skilled | High |
New Car | $0 | $0 | 22 | 9 | M | Single | 39 | Own | 2 | Unskilled | High |
Small Appliance | $565 | $863 | 10 | 81 | M | Single | 36 | Own | 4 | Unskilled | Low |
Business | $0 | $322 | 28 | 28 | M | Single | 25 | Own | 4 | Skilled | Low |
Furniture | $0 | $800 | 13 | 69 | M | Single | 59 | Own | 3 | Skilled | High |
Small Appliance | $0 | $656 | 37 | 85 | M | Single | 27 | Own | 2 | Skilled | Low |
New Car | $166 | $922 | 13 | 2 | F | Divorced | 24 | Rent | 1 | Skilled | High |
Business | $9,783 | $885 | 13 | 3 | F | Divorced | 25 | Own | 1 | Unemployed | High |
Business | $674 | $2,886 | 49 | 32 | M | Single | 29 | Own | 2 | Skilled | Low |
Repairs | $0 | $626 | 43 | 0 | M | Single | 64 | Own | 4 | Unemployed | Low |
Business | $15,328 | $0 | 25 | 9 | M | Single | 31 | Own | 4 | Skilled | Low |
New Car | $0 | $904 | 12 | 6 | M | Single | 38 | Own | 4 | Unskilled | Low |
Education | $713 | $784 | 61 | 17 | M | Single | 41 | Other | 4 | Skilled | High |
New Car | $0 | $806 | 19 | 3 | F | Divorced | 22 | Own | 2 | Unskilled | High |
Education | $0 | $3,281 | 19 | 20 | F | Divorced | 29 | Own | 2 | Skilled | High |
New Car | $0 | $759 | 16 | 59 | M | Single | 32 | Rent | 3 | Skilled | High |
Small Appliance | $0 | $680 | 25 | 3 | F | Divorced | 34 | Own | 4 | Skilled | High |
Used Car | $0 | $104 | 37 | 25 | M | Single | 23 | Own | 4 | Skilled | High |
Small Appliance | $303 | $899 | 13 | 3 | M | Single | 21 | Own | 1 | Skilled | High |
Small Appliance | $900 | $1,732 | 37 | 11 | F | Divorced | 49 | Other | 4 | Skilled | High |
Furniture | $0 | $706 | 31 | 14 | M | Divorced | 31 | Own | 2 | Skilled | Low |
Education | $1,257 | $0 | 10 | 65 | F | Divorced | 40 | Rent | 4 | Unskilled | Low |
Small Appliance | $0 | $576 | 7 | 14 | F | Divorced | 28 | Own | 1 | Skilled | Low |
Repairs | $273 | $904 | 7 | 2 | M | Married | 21 | Own | 1 | Unskilled | Low |
Business | $522 | $194 | 25 | 79 | M | Divorced | 30 | Own | 4 | Skilled | High |
Small Appliance | $0 | $710 | 25 | 1 | F | Divorced | 37 | Own | 3 | Skilled | Low |
Small Appliance | $0 | $5,564 | 25 | 93 | M | Single | 33 | Own | 2 | Skilled | Low |
Small Appliance | $0 | $192 | 46 | 13 | M | Single | 22 | Other | 4 | Skilled | High |
New Car | $0 | $637 | 13 | 21 | F | Divorced | 23 | Own | 2 | Unskilled | High |
Small Appliance | $514 | $405 | 49 | 13 | F | Divorced | 21 | Own | 2 | Skilled | High |
Furniture | $457 | $318 | 19 | 108 | M | Single | 40 | Own | 1 | Skilled | Low |
Small Appliance | $5,133 | $698 | 19 | 14 | M | Single | 36 | Own | 2 | Skilled | High |
New Car | $0 | $369 | 10 | 16 | M | Single | 29 | Own | 1 | Skilled | Low |
Retraining | $644 | $0 | 13 | 88 | M | Single | 37 | Own | 4 | Skilled | Low |
Furniture | $305 | $492 | 19 | 1 | F | Divorced | 26 | Own | 1 | Skilled | Low |
New Car | $9,621 | $308 | 25 | 41 | M | Single | 37 | Other | 3 | Skilled | High |
Education | $0 | $127 | 13 | 22 | M | Single | 39 | Rent | 4 | Unskilled | High |
Business | $0 | $565 | 19 | 14 | M | Married | 27 | Own | 2 | Skilled | High |
Furniture | $0 | $12,632 | 16 | 9 | F | Divorced | 19 | Rent | 4 | Skilled | Low |
New Car | $0 | $116 | 49 | 45 | M | Single | 45 | Other | 4 | Skilled | High |
Used Car | $0 | $178 | 13 | 89 | M | Single | 34 | Other | 4 | Skilled | High |
Small Appliance | $6,851 | $901 | 13 | 21 | F | Divorced | 43 | Rent | 2 | Unskilled | Low |
Furniture | $13,496 | $650 | 19 | 20 | M | Single | 33 | Own | 1 | Unskilled | High |
Business | $509 | $241 | 25 | 14 | M | Single | 35 | Own | 4 | Unskilled | High |
Used Car | $0 | $609 | 37 | 6 | M | Single | 31 | Other | 2 | Management | Low |
Furniture | $19,155 | $131 | 25 | 24 | M | Single | 25 | Own | 2 | Skilled | Low |
Furniture | $0 | $544 | 19 | 15 | F | Divorced | 27 | Own | 2 | Skilled | Low |
Small Appliance | $0 | $10,853 | 25 | 81 | F | Divorced | 56 | Rent | 4 | Management | Low |
Used Car | $374 | $0 | 25 | 14 | M | Single | 45 | Own | 4 | Management | Low |
Large Appliance | $0 | $409 | 49 | 15 | M | Single | 53 | Own | 4 | Skilled | High |
Furniture | $828 | $391 | 9 | 12 | F | Divorced | 23 | Own | 4 | Skilled | High |
Furniture | $0 | $322 | 13 | 9 | F | Divorced | 25 | Own | 1 | Skilled | Low |
Small Appliance | $829 | $583 | 7 | 18 | F | Divorced | 63 | Own | 3 | Skilled | Low |
Small Appliance | $0 | $12,242 | 25 | 53 | M | Single | 34 | Own | 2 | Skilled | High |
Furniture | $0 | $479 | 19 | 0 | M | Single | 24 | Own | 1 | Unemployed | High |
New Car | $939 | $496 | 19 | 56 | M | Single | 35 | Own | 4 | Skilled | High |
New Car | $0 | $466 | 25 | 42 | M | Single | 30 | Own | 3 | Skilled | High |
New Car | $889 | $1,583 | 37 | 79 | M | Single | 29 | Other | 3 | Skilled | Low |
Furniture | $876 | $1,533 | 31 | 21 | F | Divorced | 20 | Rent | 4 | Skilled | High |
Small Appliance | $893 | $0 | 16 | 94 | M | Single | 49 | Own | 4 | Skilled | Low |
Business | $12,760 | $4,873 | 13 | 73 | M | Single | 56 | Rent | 4 | Unskilled | Low |
Furniture | $0 | $0 | 13 | 94 | M | Single | 48 | Rent | 4 | Skilled | Low |
Small Appliance | $0 | $717 | 22 | 10 | F | Divorced | 24 | Own | 2 | Skilled | High |
Small Appliance | $959 | $7,876 | 28 | 20 | M | Single | 22 | Own | 2 | Unskilled | High |
Small Appliance | $0 | $4,449 | 25 | 87 | M | Single | 30 | Own | 4 | Skilled | High |
Other | $0 | $0 | 25 | 54 | M | Single | 39 | Own | 3 | Management | High |
Business | $0 | $104 | 25 | 23 | M | Married | 20 | Own | 2 | Unskilled | Low |
Repairs | $0 | $897 | 19 | 2 | F | Divorced | 22 | Own | 4 | Skilled | High |
New Car | $698 | $4,033 | 16 | 20 | M | Married | 24 | Rent | 2 | Skilled | High |
Furniture | $0 | $945 | 13 | 6 | M | Divorced | 41 | Own | 1 | Skilled | Low |
Furniture | $0 | $836 | 25 | 99 | M | Single | 32 | Own | 4 | Skilled | Low |
Small Appliance | $0 | $325 | 19 | 13 | F | Divorced | 23 | Own | 2 | Skilled | High |
Small Appliance | $12,974 | $19,568 | 13 | 7 | F | Divorced | 41 | Rent | 3 | Skilled | Low |
Furniture | $0 | $803 | 13 | 89 | M | Single | 52 | Other | 4 | Management | High |
Small Appliance | $317 | $10,980 | 13 | 17 | M | Single | 65 | Own | 3 | Unskilled | High |
Business | $0 | $265 | 13 | 10 | F | Divorced | 26 | Own | 2 | Skilled | Low |
Repairs | $0 | $609 | 31 | 3 | M | Divorced | 33 | Own | 1 | Unskilled | High |
Small Appliance | $0 | $1,851 | 12 | 0 | F | Divorced | 56 | Own | 4 | Unskilled | Low |
Furniture | $192 | $199 | 25 | 5 | F | Divorced | 24 | Own | 4 | Unskilled | High |
New Car | $0 | $500 | 28 | 7 | F | Divorced | 20 | Rent | 3 | Skilled | High |
New Car | $0 | $509 | 16 | 3 | M | Single | 35 | Own | 3 | Skilled | Low |
Used Car | $0 | $270 | 25 | 25 | M | Single | 34 | Own | 3 | Skilled | Low |
New Car | $0 | $457 | 13 | 63 | M | Single | 38 | Own | 4 | Management | Low |
Used Car | $0 | $260 | 25 | 78 | M | Single | 34 | Own | 4 | Management | Low |
New Car | $942 | $3,036 | 25 | 36 | M | Single | 37 | Own | 3 | Skilled | Low |
Small Appliance | $0 | $643 | 19 | 6 | M | Single | 31 | Other | 2 | Management | Low |
New Car | $3,329 | $0 | 19 | 15 | M | Single | 67 | Rent | 4 | Skilled | High |
Used Car | $0 | $6,345 | 25 | 19 | M | Single | 26 | Own | 2 | Skilled | Low |
Education | $0 | $922 | 37 | 9 | F | Divorced | 24 | Own | 2 | Management | High |
Furniture | $0 | $909 | 25 | 3 | M | Single | 21 | Other | 1 | Skilled | Low |
Large Appliance | $0 | $775 | 19 | 8 | M | Married | 46 | Own | 3 | Unskilled | High |
Furniture | $0 | $979 | 25 | 48 | M | Single | 22 | Rent | 4 | Skilled | High |
Furniture | $0 | $948 | 19 | 2 | F | Divorced | 20 | Rent | 4 | Skilled | Low |
Business | $339 | $2,790 | 22 | 55 | M | Divorced | 60 | Rent | 2 | Unskilled | High |
Used Car | $0 | $309 | 49 | 37 | M | Single | 25 | Own | 3 | Skilled | Low |
Small Appliance | $0 | $762 | 10 | 1 | F | Divorced | 21 | Rent | 4 | Skilled | High |
Small Appliance | $0 | $970 | 13 | 14 | F | Divorced | 22 | Own | 1 | Skilled | Low |
Used Car | $105 | $320 | 28 | 54 | M | Single | 29 | Own | 2 | Management | Low |
Small Appliance | $0 | $861 | 13 | 111 | M | Single | 56 | Own | 4 | Unskilled | High |
Repairs | $216 | $262 | 37 | 2 | M | Single | 32 | Rent | 1 | Unskilled | High |
Furniture | $113 | $692 | 11 | 14 | M | Divorced | 30 | Own | 2 | Unskilled | Low |
Used Car | $109 | $540 | 37 | 1 | M | Married | 27 | Rent | 4 | Management | High |
New Car | $0 | $470 | 13 | 0 | F | Divorced | 37 | Own | 2 | Unemployed | Low |
New Car | $0 | $192 | 7 | 2 | M | Single | 39 | Own | 4 | Unskilled | Low |
New Car | $8,176 | $12,230 | 7 | 5 | M | Married | 26 | Own | 2 | Unemployed | Low |
Repairs | $0 | $772 | 25 | 19 | M | Divorced | 32 | Own | 2 | Skilled | Low |
Furniture | $468 | $14,186 | 22 | 24 | M | Single | 31 | Own | 2 | Skilled | Low |
Used Car | $7,885 | $6,330 | 16 | 14 | M | Single | 35 | Own | 2 | Skilled | Low |
Small Appliance | $0 | $18,716 | 19 | 93 | M | Single | 31 | Own | 3 | Management | Low |
New Car | $0 | $886 | 22 | 96 | M | Single | 64 | Own | 4 | Skilled | Low |
Business | $0 | $750 | 37 | 2 | M | Divorced | 27 | Own | 1 | Skilled | High |
Small Appliance | $0 | $3,870 | 25 | 11 | F | Divorced | 31 | Own | 2 | Unskilled | High |
Small Appliance | $0 | $3,273 | 13 | 4 | M | Married | 32 | Own | 3 | Unskilled | High |
Business | $0 | $406 | 6 | 35 | M | Single | 73 | Own | 4 | Unskilled | Low |
Furniture | $0 | $461 | 13 | 48 | F | Divorced | 30 | Own | 4 | Unskilled | Low |
Furniture | $0 | $340 | 19 | 4 | M | Married | 42 | Own | 1 | Unskilled | High |
Small Appliance | $0 | $6,490 | 19 | 85 | M | Single | 45 | Own | 4 | Skilled | Low |
Small Appliance | $734 | $348 | 7 | 100 | M | Single | 27 | Own | 4 | Skilled | Low |
Furniture | $0 | $506 | 25 | 3 | F | Divorced | 22 | Rent | 4 | Unskilled | High |
Used Car | $0 | $14,717 | 28 | 7 | M | Single | 26 | Own | 2 | Skilled | Low |
Business | $172 | $0 | 25 | 36 | M | Single | 33 | Own | 3 | Skilled | Low |
New Car | $644 | $1,571 | 19 | 1 | F | Divorced | 27 | Own | 3 | Skilled | High |
New Car | $0 | $0 | 25 | 19 | F | Divorced | 24 | Rent | 4 | Skilled | High |
Furniture | $617 | $411 | 31 | 3 | M | Married | 21 | Own | 1 | Skilled | Low |
New Car | $0 | $544 | 25 | 0 | F | Divorced | 28 | Rent | 4 | Unemployed | High |
Small Appliance | $586 | $0 | 13 | 0 | M | Single | 51 | Own | 1 | Management | High |
Furniture | $0 | $835 | 19 | 42 | F | Divorced | 21 | Own | 1 | Skilled | High |
Small Appliance | $0 | $823 | 25 | 47 | M | Single | 27 | Own | 2 | Skilled | Low |
Business | $0 | $5,180 | 22 | 4 | M | Single | 40 | Own | 2 | Unskilled | High |
Small Appliance | $0 | $408 | 16 | 12 | M | Single | 34 | Other | 4 | Skilled | Low |
New Car | $0 | $821 | 48 | 5 | F | Divorced | 34 | Own | 1 | Unskilled | Low |
Education | $522 | $385 | 10 | 66 | M | Single | 63 | Own | 4 | Unskilled | Low |
New Car | $585 | $2,223 | 16 | 0 | M | Single | 33 | Own | 2 | Management | High |
New Car | $5,588 | $0 | 22 | 10 | F | Divorced | 28 | Own | 4 | Skilled | High |
New Car | $0 | $605 | 37 | 20 | F | Divorced | 24 | Own | 2 | Skilled | High |
Furniture | $352 | $7,525 | 13 | 4 | F | Divorced | 18 | Rent | 4 | Unskilled | Low |
Small Appliance | $0 | $3,529 | 14 | 0 | F | Divorced | 63 | Own | 4 | Skilled | Low |
Business | $2,715 | $1,435 | 49 | 14 | M | Divorced | 37 | Own | 2 | Skilled | High |
Other | $560 | $887 | 25 | 20 | M | Single | 38 | Own | 3 | Management | High |
Small Appliance | $895 | $243 | 13 | 4 | M | Married | 22 | Rent | 1 | Skilled | High |
New Car | $305 | $4,553 | 7 | 2 | F | Divorced | 31 | Own | 1 | Unskilled | High |
Small Appliance | $0 | $418 | 19 | 4 | M | Single | 31 | Own | 2 | Skilled | Low |
New Car | $0 | $771 | 25 | 0 | M | Single | 42 | Other | 2 | Skilled | High |
Furniture | $0 | $463 | 11 | 13 | M | Single | 24 | Rent | 2 | Unskilled | High |
Business | $8,948 | $110 | 31 | 90 | M | Single | 65 | Own | 4 | Management | High |
Used Car | $0 | $10,099 | 16 | 108 | M | Single | 22 | Rent | 4 | Skilled | Low |
Used Car | $0 | $13,428 | 7 | 0 | F | Divorced | 22 | Rent | 2 | Unemployed | Low |
Small Appliance | $0 | $208 | 13 | 23 | M | Single | 51 | Own | 4 | Skilled | Low |
Small Appliance | $0 | $552 | 13 | 15 | F | Divorced | 23 | Own | 4 | Unskilled | High |
Education | $0 | $3,105 | 16 | 19 | F | Divorced | 30 | Own | 3 | Skilled | Low |
Small Appliance | $483 | $415 | 19 | 6 | M | Married | 32 | Own | 2 | Skilled | High |
Large Appliance | $0 | $1,238 | 13 | 0 | F | Divorced | 21 | Own | 3 | Skilled | High |
Education | $0 | $238 | 13 | 2 | F | Divorced | 52 | Own | 4 | Skilled | High |
Furniture | $0 | $127 | 31 | 35 | F | Divorced | 22 | Rent | 4 | Skilled | High |
Business | $663 | $0 | 19 | 57 | M | Single | 41 | Own | 2 | Skilled | Low |
New Car | $624 | $785 | 37 | 9 | F | Divorced | 53 | Rent | 2 | Skilled | Low |
Repairs | $0 | $718 | 19 | 0 | F | Divorced | 54 | Other | 4 | Unemployed | High |
Furniture | $0 | $493 | 13 | 21 | M | Single | 37 | Own | 3 | Unskilled | Low |
Small Appliance | $152 | $757 | 49 | 45 | M | Single | 27 | Own | 4 | Skilled | High |
New Car | $0 | $9,125 | 13 | 24 | F | Divorced | 25 | Own | 2 | Skilled | High |
Small Appliance | $0 | $364 | 13 | 12 | F | Divorced | 34 | Own | 2 | Skilled | Low |
Business | $498 | $598 | 37 | 14 | M | Divorced | 29 | Own | 2 | Management | High |
New Car | $0 | $374 | 10 | 19 | M | Single | 27 | Own | 3 | Unskilled | High |
Small Appliance | $156 | $0 | 13 | 58 | F | Divorced | 32 | Own | 3 | Unskilled | High |
Used Car | $1,336 | $0 | 37 | 11 | M | Single | 29 | Own | 2 | Management | Low |
New Car | $0 | $508 | 13 | 3 | M | Single | 32 | Own | 1 | Unskilled | High |
Small Appliance | $0 | $956 | 25 | 4 | F | Divorced | 28 | Rent | 2 | Unskilled | High |
Furniture | $0 | $636 | 22 | 41 | F | Divorced | 25 | Rent | 4 | Unskilled | Low |
New Car | $2,641 | $0 | 13 | 71 | F | Divorced | 51 | Other | 4 | Management | Low |
Used Car | $0 | $1,519 | 40 | 74 | M | Single | 44 | Own | 2 | Management | Low |
Business | $0 | $922 | 19 | 29 | M | Single | 33 | Own | 1 | Skilled | Low |
Furniture | $0 | $180 | 5 | 2 | F | Divorced | 22 | Rent | 3 | Unskilled | Low |
Used Car | $0 | $701 | 22 | 108 | M | Single | 35 | Own | 4 | Management | Low |
Small Appliance | $0 | $296 | 16 | 8 | M | Single | 30 | Own | 2 | Skilled | Low |
Small Appliance | $887 | $519 | 7 | 42 | M | Married | 27 | Own | 3 | Unskilled | Low |
Business | $0 | $800 | 49 | 2 | F | Divorced | 23 | Rent | 4 | Skilled | High |
Furniture | $0 | $736 | 13 | 6 | F | Divorced | 19 | Rent | 4 | Skilled | High |
Small Appliance | $0 | $11,838 | 7 | 70 | M | Single | 44 | Own | 4 | Unskilled | Low |
Small Appliance | $0 | $364 | 5 | 35 | M | Single | 41 | Own | 1 | Unskilled | Low |
New Car | $18,408 | $212 | 13 | 9 | F | Divorced | 35 | Own | 2 | Skilled | Low |
New Car | $497 | $888 | 16 | 3 | F | Divorced | 25 | Rent | 1 | Unemployed | High |
Used Car | $0 | $999 | 25 | 0 | M | Single | 28 | Other | 2 | Management | Low |
Small Appliance | $946 | $0 | 16 | 83 | M | Single | 34 | Own | 2 | Skilled | Low |
Business | $986 | $578 | 28 | 1 | F | Divorced | 31 | Own | 1 | Skilled | Low |
Education | $8,122 | $136 | 22 | 4 | M | Divorced | 32 | Rent | 1 | Skilled | High |
Furniture | $0 | $734 | 37 | 111 | M | Single | 41 | Own | 2 | Skilled | High |
Business | $778 | $861 | 49 | 21 | M | Single | 22 | Own | 2 | Skilled | High |
Other | $645 | $855 | 25 | 17 | M | Single | 28 | Own | 3 | Management | High |
Furniture | $0 | $4,486 | 10 | 3 | F | Divorced | 21 | Rent | 4 | Skilled | Low |
New Car | $682 | $2,017 | 37 | 85 | M | Single | 41 | Own | 4 | Management | High |
New Car | $19,812 | $0 | 25 | 37 | M | Single | 36 | Own | 2 | Unskilled | High |
Business | $0 | $500 | 25 | 1 | M | Single | 26 | Own | 2 | Skilled | High |
Used Car | $0 | $859 | 31 | 89 | M | Single | 37 | Other | 4 | Management | Low |
Business | $859 | $3,305 | 25 | 26 | M | Single | 35 | Rent | 4 | Management | Low |
Small Appliance | $0 | $1,218 | 13 | 38 | M | Single | 34 | Own | 1 | Skilled | Low |
New Car | $0 | $9,016 | 49 | 22 | M | Single | 43 | Other | 2 | Skilled | High |
New Car | $0 | $11,587 | 22 | 46 | F | Divorced | 30 | Own | 2 | Management | Low |
Furniture | $0 | $8,944 | 25 | 66 | M | Single | 31 | Rent | 3 | Skilled | Low |
Repairs | $0 | $807 | 25 | 75 | M | Single | 43 | Other | 4 | Skilled | Low |
Small Appliance | $0 | $867 | 31 | 27 | F | Divorced | 24 | Own | 2 | Skilled | Low |
Small Appliance | $795 | $16,804 | 49 | 40 | M | Single | 26 | Own | 2 | Skilled | High |
Furniture | $0 | $347 | 16 | 5 | F | Divorced | 45 | Rent | 1 | Skilled | Low |
Furniture | $0 | $836 | 16 | 4 | M | Single | 26 | Own | 3 | Unskilled | Low |
Furniture | $0 | $142 | 7 | 53 | F | Divorced | 48 | Own | 1 | Skilled | Low |
Furniture | $0 | $169 | 19 | 6 | M | Single | 43 | Own | 3 | Skilled | High |
Other | $852 | $3,613 | 61 | 83 | F | Divorced | 59 | Other | 4 | Management | High |
Education | $0 | $403 | 7 | 5 | F | Divorced | 55 | Own | 2 | Skilled | Low |
Small Appliance | $0 | $836 | 25 | 0 | M | Single | 29 | Own | 2 | Management | High |
New Car | $425 | $0 | 19 | 7 | F | Divorced | 32 | Own | 2 | Skilled | High |
Business | $0 | $11,481 | 25 | 18 | M | Single | 53 | Own | 3 | Management | High |
Business | $0 | $3,285 | 7 | 21 | M | Single | 33 | Own | 2 | Unskilled | Low |
Education | $0 | $164 | 13 | 65 | F | Divorced | 56 | Other | 4 | Unskilled | Low |
New Car | $11,072 | $891 | 61 | 17 | M | Single | 33 | Other | 4 | Skilled | Low |
Used Car | $0 | $0 | 37 | 49 | M | Single | 46 | Other | 4 | Skilled | High |
Used Car | $219 | $841 | 43 | 0 | M | Single | 54 | Other | 2 | Management | Low |
New Car | $8,060 | $607 | 19 | 71 | F | Divorced | 22 | Own | 2 | Management | Low |
New Car | $0 | $486 | 12 | 22 | M | Single | 35 | Rent | 2 | Skilled | Low |
New Car | $0 | $108 | 25 | 52 | M | Single | 46 | Own | 4 | Unskilled | High |
Small Appliance | $0 | $0 | 43 | 28 | F | Divorced | 29 | Own | 3 | Management | High |
New Car | $0 | $113 | 25 | 31 | F | Divorced | 22 | Rent | 4 | Skilled | High |
New Car | $1,613 | $0 | 25 | 118 | M | Married | 53 | Own | 4 | Skilled | Low |
Furniture | $757 | $208 | 25 | 36 | M | Divorced | 42 | Own | 3 | Skilled | High |
Retraining | $0 | $603 | 13 | 35 | M | Married | 20 | Rent | 4 | Skilled | High |
New Car | $0 | $343 | 19 | 22 | F | Divorced | 35 | Own | 3 | Skilled | Low |
Education | $977 | $463 | 10 | 61 | F | Divorced | 33 | Own | 3 | Management | High |
Education | $197 | $0 | 37 | 17 | M | Married | 26 | Own | 2 | Skilled | Low |
Furniture | $0 | $299 | 19 | 11 | M | Single | 46 | Other | 4 | Skilled | Low |
New Car | $0 | $490 | 13 | 15 | F | Divorced | 28 | Own | 2 | Skilled | High |
Small Appliance | $0 | $6,628 | 37 | 65 | M | Single | 38 | Own | 4 | Skilled | Low |
Business | $0 | $859 | 19 | 23 | M | Single | 35 | Own | 2 | Skilled | High |
New Car | $0 | $750 | 13 | 14 | M | Single | 47 | Own | 4 | Skilled | High |
Small Appliance | $256 | $954 | 10 | 13 | M | Single | 23 | Own | 3 | Skilled | Low |
New Car | $296 | $591 | 37 | 103 | M | Single | 56 | Other | 4 | Skilled | High |
Furniture | $0 | $13,970 | 13 | 24 | F | Divorced | 28 | Rent | 4 | Unskilled | High |
New Car | $0 | $857 | 11 | 34 | M | Single | 48 | Own | 3 | Skilled | Low |
Furniture | $0 | $5,857 | 19 | 20 | M | Single | 27 | Own | 2 | Skilled | Low |
Small Appliance | $298 | $3,326 | 73 | 15 | M | Married | 23 | Own | 2 | Skilled | High |
Small Appliance | $0 | $726 | 19 | 7 | F | Divorced | 24 | Rent | 4 | Skilled | High |
Furniture | $8,636 | $214 | 11 | 3 | F | Divorced | 22 | Own | 2 | Skilled | Low |
New Car | $0 | $207 | 13 | 119 | M | Single | 42 | Rent | 4 | Skilled | High |
New Car | $0 | $713 | 13 | 29 | M | Single | 25 | Own | 2 | Skilled | High |
New Car | $19,766 | $2,141 | 11 | 54 | F | Divorced | 47 | Other | 4 | Unskilled | High |
New Car | $0 | $483 | 19 | 90 | F | Divorced | 32 | Rent | 4 | Skilled | High |
New Car | $0 | $127 | 7 | 13 | M | Single | 25 | Rent | 3 | Skilled | Low |
Furniture | $0 | $367 | 37 | 22 | M | Single | 36 | Own | 2 | Skilled | Low |
Small Appliance | $0 | $813 | 43 | 28 | M | Single | 25 | Own | 2 | Skilled | High |
Furniture | $4,089 | $0 | 7 | 14 | M | Married | 26 | Own | 2 | Skilled | Low |
New Car | $0 | $102 | 7 | 0 | F | Divorced | 53 | Own | 4 | Unemployed | Low |
Repairs | $271 | $759 | 19 | 0 | F | Divorced | 66 | Own | 4 | Skilled | Low |
New Car | $949 | $0 | 49 | 36 | F | Divorced | 23 | Own | 2 | Skilled | Low |
Small Appliance | $0 | $503 | 13 | 62 | M | Single | 25 | Own | 2 | Skilled | Low |
Small Appliance | $911 | $823 | 46 | 4 | M | Single | 24 | Own | 2 | Unskilled | High |
New Car | $0 | $693 | 19 | 28 | M | Single | 31 | Other | 4 | Unskilled | High |
Used Car | $0 | $973 | 49 | 81 | F | Divorced | 57 | Other | 4 | Unskilled | High |
New Car | $0 | $648 | 15 | 57 | M | Divorced | 44 | Own | 4 | Management | High |
Other | $0 | $523 | 37 | 0 | M | Divorced | 42 | Own | 3 | Management | Low |
Used Car | $271 | $7,090 | 25 | 2 | F | Divorced | 27 | Rent | 4 | Skilled | High |
Small Appliance | $0 | $596 | 13 | 67 | M | Single | 51 | Own | 4 | Skilled | Low |
Used Car | $0 | $904 | 49 | 119 | M | Single | 23 | Other | 4 | Skilled | High |
New Car | $0 | $541 | 19 | 13 | M | Single | 31 | Own | 2 | Skilled | High |
Furniture | $0 | $154 | 37 | 2 | F | Divorced | 22 | Rent | 4 | Skilled | High |
New Car | $4,802 | $0 | 37 | 12 | M | Single | 35 | Own | 4 | Skilled | Low |
Business | $177 | $0 | 49 | 9 | M | Single | 37 | Other | 4 | Skilled | Low |
Small Appliance | $0 | $337 | 25 | 107 | M | Single | 35 | Own | 1 | Management | Low |
New Car | $0 | $716 | 19 | 33 | M | Single | 30 | Own | 2 | Skilled | High |
Education | $996 | $837 | 49 | 83 | M | Single | 49 | Other | 4 | Skilled | High |
Education | $705 | $0 | 25 | 24 | F | Divorced | 32 | Own | 2 | Skilled | Low |
Furniture | $0 | $7,710 | 25 | 114 | M | Single | 52 | Own | 4 | Skilled | Low |
New Car | $0 | $531 | 13 | 5 | M | Single | 45 | Own | 2 | Skilled | High |
Small Appliance | $5,960 | $129 | 13 | 16 | M | Married | 23 | Own | 1 | Skilled | Low |
Furniture | $0 | $941 | 13 | 111 | M | Single | 41 | Own | 4 | Skilled | Low |
Furniture | $759 | $596 | 10 | 18 | F | Divorced | 28 | Own | 2 | Skilled | High |
Furniture | $0 | $987 | 37 | 101 | M | Single | 30 | Own | 4 | Skilled | High |
Small Appliance | $651 | $0 | 37 | 102 | M | Single | 50 | Own | 2 | Skilled | Low |
Business | $257 | $460 | 49 | 75 | F | Divorced | 58 | Rent | 3 | Skilled | High |
Small Appliance | $955 | $0 | 49 | 29 | M | Single | 36 | Own | 3 | Skilled | Low |
Small Appliance | $0 | $798 | 25 | 42 | M | Single | 23 | Rent | 4 | Unskilled | High |
Small Appliance | $8,249 | $0 | 31 | 77 | M | Single | 48 | Own | 4 | Unskilled | Low |
Small Appliance | $0 | $959 | 11 | 21 | M | Single | 37 | Own | 4 | Skilled | Low |
Small Appliance | $956 | $1,482 | 46 | 19 | M | Single | 20 | Rent | 4 | Skilled | High |
New Car | $382 | $883 | 31 | 20 | F | Divorced | 23 | Own | 2 | Skilled | High |
Furniture | $0 | $12,721 | 37 | 31 | F | Divorced | 39 | Own | 4 | Skilled | Low |
Education | $842 | $0 | 37 | 9 | M | Single | 34 | Other | 4 | Unskilled | Low |
Repairs | $3,111 | $0 | 13 | 27 | F | Divorced | 22 | Own | 4 | Skilled | Low |
Small Appliance | $0 | $302 | 10 | 30 | M | Single | 21 | Own | 2 | Skilled | High |
Furniture | $0 | $538 | 25 | 59 | M | Single | 38 | Rent | 2 | Management | High |
Small Appliance | $2,846 | $0 | 13 | 14 | M | Single | 36 | Other | 4 | Skilled | Low |
Small Appliance | $231 | $702 | 10 | 99 | M | Single | 26 | Own | 4 | Unskilled | Low |
Repairs | $0 | $2,688 | 10 | 89 | M | Single | 47 | Own | 4 | Skilled | Low |
Small Appliance | $17,366 | $0 | 16 | 21 | M | Single | 38 | Other | 4 | Skilled | High |
Small Appliance | $0 | $425 | 13 | 10 | M | Single | 27 | Rent | 2 | Skilled | High |
New Car | $332 | $214 | 25 | 2 | M | Single | 25 | Own | 1 | Skilled | Low |
Small Appliance | $242 | $0 | 19 | 6 | M | Single | 28 | Own | 3 | Skilled | Low |
New Car | $0 | $272 | 7 | 90 | M | Single | 67 | Own | 4 | Management | High |
Business | $929 | $124 | 9 | 1 | M | Married | 25 | Own | 2 | Skilled | Low |
Small Appliance | $0 | $17,124 | 13 | 95 | M | Married | 34 | Own | 1 | Skilled | Low |
Used Car | $0 | $612 | 49 | 32 | M | Single | 38 | Other | 4 | Skilled | High |
New Car | $0 | $862 | 49 | 62 | M | Single | 41 | Other | 4 | Management | High |
Furniture | $0 | $146 | 25 | 46 | M | Single | 26 | Own | 4 | Skilled | High |
New Car | $0 | $14,190 | 37 | 92 | M | Single | 35 | Own | 4 | Skilled | Low |
Used Car | $0 | $396 | 49 | 73 | M | Single | 45 | Other | 4 | Skilled | High |
Small Appliance | $0 | $519 | 31 | 23 | F | Divorced | 32 | Own | 2 | Skilled | Low |
Used Car | $646 | $0 | 25 | 9 | M | Divorced | 47 | Other | 4 | Skilled | Low |
New Car | $538 | $344 | 13 | 40 | M | Married | 24 | Own | 3 | Unskilled | High |
Furniture | $0 | $204 | 31 | 5 | M | Divorced | 30 | Own | 4 | Unskilled | High |
Small Appliance | $0 | $148 | 43 | 2 | M | Single | 33 | Own | 3 | Skilled | High |
Furniture | $0 | $435 | 19 | 16 | F | Divorced | 23 | Rent | 4 | Skilled | High |
Small Appliance | $0 | $914 | 19 | 0 | F | Divorced | 21 | Rent | 4 | Skilled | High |
New Car | $135 | $0 | 37 | 7 | M | Single | 36 | Other | 4 | Skilled | High |
Used Car | $2,472 | $0 | 37 | 41 | M | Single | 30 | Own | 2 | Management | Low |
New Car | $0 | $412 | 25 | 22 | M | Single | 52 | Other | 4 | Skilled | High |
New Car | $10,417 | $19,811 | 13 | 27 | M | Married | 27 | Own | 2 | Skilled | High |
Small Appliance | $211 | $822 | 8 | 5 | F | Divorced | 44 | Own | 1 | Skilled | Low |
Small Appliance | $16,630 | $0 | 11 | 47 | M | Single | 26 | Own | 2 | Skilled | Low |
Furniture | $0 | $3,369 | 25 | 17 | M | Single | 24 | Own | 1 | Skilled | Low |
Furniture | $642 | $0 | 13 | 65 | F | Divorced | 24 | Own | 2 | Skilled | High |
Small Appliance | $0 | $707 | 7 | 26 | M | Single | 50 | Own | 2 | Skilled | Low |
Small Appliance | $296 | $818 | 19 | 93 | M | Married | 31 | Own | 2 | Unskilled | Low |
Business | $898 | $177 | 22 | 105 | F | Divorced | 38 | Own | 4 | Skilled | High |
New Car | $478 | $4,071 | 10 | 40 | M | Single | 28 | Own | 3 | Skilled | High |
New Car | $315 | $466 | 13 | 3 | M | Single | 48 | Own | 3 | Unskilled | Low |
New Car | $122 | $460 | 37 | 109 | M | Single | 56 | Other | 2 | Management | High |
Furniture | $0 | $991 | 7 | 3 | F | Divorced | 31 | Own | 4 | Skilled | High |
Small Appliance | $0 | $17,653 | 22 | 4 | F | Divorced | 28 | Own | 2 | Skilled | Low |
Education | $0 | $497 | 41 | 24 | M | Single | 26 | Own | 3 | Skilled | High |
Business | $670 | $4,014 | 31 | 21 | F | Divorced | 25 | Rent | 4 | Unskilled | High |
Business | $444 | $921 | 28 | 51 | F | Divorced | 41 | Other | 4 | Management | High |
New Car | $3,880 | $0 | 23 | 37 | F | Divorced | 24 | Rent | 4 | Skilled | Low |
Used Car | $819 | $0 | 13 | 23 | M | Single | 29 | Own | 2 | Skilled | Low |
Used Car | $0 | $607 | 37 | 17 | M | Single | 25 | Own | 2 | Skilled | High |
Large Appliance | $0 | $15,800 | 16 | 40 | M | Single | 35 | Own | 3 | Skilled | Low |
Furniture | $0 | $369 | 7 | 23 | M | Single | 35 | Own | 2 | Unskilled | Low |
Business | $0 | $4,973 | 25 | 17 | M | Single | 26 | Own | 3 | Unskilled | Low |
Furniture | $0 | $0 | 40 | 30 | M | Single | 29 | Own | 4 | Management | Low |
New Car | $0 | $761 | 25 | 92 | M | Single | 59 | Own | 4 | Unskilled | High |
Education | $0 | $471 | 7 | 52 | F | Divorced | 34 | Other | 4 | Skilled | High |
Used Car | $0 | $674 | 37 | 69 | M | Single | 41 | Other | 4 | Skilled | Low |
New Car | $0 | $547 | 13 | 40 | M | Divorced | 35 | Own | 3 | Skilled | High |
Furniture | $161 | $524 | 13 | 106 | M | Single | 27 | Rent | 4 | Skilled | Low |
Furniture | $0 | $815 | 19 | 13 | M | Single | 41 | Own | 3 | Skilled | High |
Used Car | $0 | $0 | 11 | 4 | F | Divorced | 30 | Rent | 4 | Skilled | Low |
New Car | $789 | $989 | 31 | 0 | M | Married | 27 | Own | 2 | Management | High |
Small Appliance | $765 | $10,406 | 10 | 24 | F | Divorced | 65 | Own | 3 | Unskilled | Low |
Furniture | $0 | $957 | 19 | 11 | F | Divorced | 19 | Rent | 4 | Skilled | High |
New Car | $0 | $770 | 37 | 3 | F | Divorced | 33 | Own | 4 | Skilled | High |
Furniture | $983 | $950 | 13 | 5 | F | Divorced | 24 | Rent | 3 | Skilled | High |
Used Car | $0 | $160 | 13 | 7 | M | Married | 40 | Rent | 4 | Skilled | Low |
Used Car | $0 | $276 | 25 | 91 | M | Single | 62 | Own | 4 | Skilled | Low |
Education | $798 | $137 | 25 | 25 | F | Divorced | 33 | Other | 4 | Unskilled | High |
New Car | $0 | $579 | 22 | 70 | M | Married | 29 | Own | 3 | Skilled | Low |
New Car | $193 | $2,684 | 13 | 5 | F | Divorced | 22 | Own | 2 | Unskilled | High |
Small Appliance | $497 | $0 | 7 | 51 | M | Single | 35 | Other | 4 | Skilled | Low |
Furniture | $0 | $0 | 31 | 53 | M | Single | 30 | Own | 4 | Skilled | High |
New Car | $0 | $0 | 25 | 103 | F | Divorced | 28 | Own | 2 | Skilled | High |
New Car | $0 | $712 | 16 | 6 | F | Divorced | 28 | Own | 2 | Skilled | High |
New Car | $0 | $912 | 7 | 39 | M | Single | 44 | Own | 3 | Management | Low |
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