Age
int64 18
69
| Gender
stringclasses 3
values | Education Level
stringclasses 4
values | Marital Status
stringclasses 4
values | Income
float64 20k
120k
⌀ | Credit Score
float64 600
799
⌀ | Loan Amount
float64 5k
50k
⌀ | Loan Purpose
stringclasses 4
values | Employment Status
stringclasses 3
values | Years at Current Job
int64 0
19
| Payment History
stringclasses 4
values | Debt-to-Income Ratio
float64 0.1
0.6
| Assets Value
float64 20.1k
300k
⌀ | Number of Dependents
float64 0
4
⌀ | City
stringlengths 6
23
| State
stringclasses 59
values | Country
stringclasses 243
values | Previous Defaults
float64 0
4
⌀ | Marital Status Change
int64 0
2
| Risk Rating
stringclasses 3
values |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
50 | Male | High School | Divorced | 92,796 | 602 | 26,101 | Business | Self-employed | 3 | Poor | 0.151182 | 275,199 | 1 | Lake Mistyville | WV | Myanmar | 4 | 2 | High |
29 | Female | Bachelor's | Single | 32,941 | 602 | 39,503 | Auto | Unemployed | 10 | Fair | 0.197278 | 38,837 | 1 | Shelbyland | NJ | Antigua and Barbuda | 3 | 2 | Low |
26 | Male | Master's | Divorced | 65,741 | null | 25,746 | Business | Self-employed | 15 | Excellent | 0.15935 | 272,764 | 4 | North Lance | NV | Jordan | null | 0 | Medium |
60 | Male | Master's | Single | 28,539 | 729 | 29,166 | Auto | Employed | 19 | Poor | 0.501716 | 255,685 | 3 | Iantown | AL | Kyrgyz Republic | 2 | 0 | Low |
30 | Non-binary | High School | Widowed | 34,999 | 781 | 26,627 | Business | Unemployed | 15 | Poor | 0.131448 | 70,655 | 0 | Charlesburgh | AK | Tajikistan | 4 | 1 | Low |
38 | Non-binary | PhD | Divorced | 115,980 | 776 | null | Personal | Employed | 2 | Poor | 0.524919 | 192,634 | 1 | Fishermouth | TN | French Southern Territories | null | 2 | Low |
49 | Non-binary | Bachelor's | Divorced | 20,445 | 722 | 5,761 | Business | Employed | 9 | Good | 0.143965 | 171,902 | 0 | Bakerside | PW | Faroe Islands | null | 2 | Low |
35 | Non-binary | High School | Single | 118,831 | 795 | 10,457 | Business | Unemployed | 13 | Fair | 0.256559 | 59,001 | null | West Paulburgh | DE | Brunei Darussalam | 1 | 2 | Low |
35 | Female | Master's | Married | 78,920 | 649 | 49,591 | Business | Employed | 7 | Good | 0.547939 | 211,600 | null | Lake Ericaberg | AZ | Lebanon | null | 0 | Low |
42 | Male | Master's | Single | 89,363 | 656 | 34,118 | Home | Self-employed | 19 | Good | 0.486052 | 283,817 | 4 | Lake Janetville | MD | Costa Rica | 2 | 0 | Medium |
53 | Female | High School | Single | 117,135 | 628 | 10,282 | Home | Employed | 9 | Good | 0.556873 | 32,508 | 1 | Colleenfort | UT | British Indian Ocean Territory (Chagos Archipelago) | null | 2 | Medium |
44 | Non-binary | Master's | Divorced | 89,360 | 686 | 32,115 | Business | Self-employed | 12 | Excellent | 0.409616 | 84,985 | 3 | Lake Jill | WY | Northern Mariana Islands | 3 | 2 | Medium |
30 | Female | PhD | Widowed | 104,475 | 646 | 48,518 | Personal | Unemployed | 14 | Fair | 0.24418 | 24,636 | 2 | Port Karen | OK | Saint Barthelemy | 1 | 0 | Low |
51 | Non-binary | Master's | Widowed | 95,940 | 630 | 37,864 | Personal | Unemployed | 19 | Fair | 0.155429 | 132,465 | null | Port Christopherview | PR | Estonia | 4 | 2 | Medium |
53 | Female | High School | Single | 93,185 | 649 | 24,533 | Business | Unemployed | 12 | Excellent | 0.477788 | 128,391 | null | West Stevenport | AS | Georgia | null | 2 | Medium |
30 | Non-binary | PhD | Divorced | 103,017 | 616 | 35,905 | Home | Self-employed | 8 | Fair | 0.244223 | 295,016 | 0 | South Scott | IN | Ethiopia | 4 | 2 | Low |
31 | Non-binary | Bachelor's | Widowed | 26,385 | 718 | 12,393 | Business | Employed | 3 | Excellent | 0.419268 | 276,755 | 0 | East Allison | MA | Nepal | 2 | 2 | Low |
69 | Non-binary | Bachelor's | Married | 26,862 | 600 | 20,396 | Auto | Self-employed | 17 | Fair | 0.166635 | null | 4 | South Anthonyburgh | GU | Saint Pierre and Miquelon | 3 | 2 | Low |
56 | Non-binary | Bachelor's | Divorced | 67,475 | 699 | 14,933 | Auto | Employed | 5 | Good | 0.23694 | 284,679 | 0 | Kelleyshire | AK | Serbia | 2 | 2 | Low |
30 | Non-binary | High School | Married | 47,690 | 739 | 48,369 | Business | Employed | 19 | Good | 0.204503 | 204,498 | 3 | North Nicholashaven | MI | Colombia | 1 | 1 | Low |
18 | Male | High School | Divorced | 64,250 | null | null | Home | Unemployed | 11 | Fair | 0.474059 | 235,236 | 4 | Port Melissafurt | MP | Christmas Island | 4 | 2 | Medium |
67 | Non-binary | Master's | Married | 103,114 | null | 39,644 | Auto | Unemployed | 15 | Good | 0.346684 | 137,396 | 1 | New Melissaport | WA | Belarus | 4 | 0 | Low |
49 | Male | PhD | Married | 53,087 | 652 | 34,447 | Personal | Unemployed | 6 | Fair | 0.328107 | 110,696 | 0 | South Melissaborough | GA | Heard Island and McDonald Islands | 2 | 2 | Low |
58 | Male | High School | Married | 62,850 | 748 | 36,084 | Auto | Employed | 0 | Poor | 0.546061 | 104,837 | 1 | Rodriguezton | AZ | Antigua and Barbuda | 3 | 0 | Low |
37 | Non-binary | Master's | Divorced | 69,104 | null | 13,301 | Auto | Employed | 13 | Poor | 0.374076 | 153,452 | null | Gregorymouth | VA | Hong Kong | 3 | 2 | Low |
40 | Non-binary | Bachelor's | Divorced | 53,500 | 630 | 14,143 | Home | Employed | 9 | Excellent | 0.411909 | 103,342 | 3 | Middletonmouth | NH | Western Sahara | 4 | 0 | Low |
58 | Female | PhD | Divorced | null | 672 | 14,136 | Home | Self-employed | 3 | Poor | 0.563757 | 279,152 | 1 | Roberthaven | VA | Saint Lucia | 1 | 0 | Medium |
30 | Male | PhD | Divorced | 66,969 | 691 | 22,135 | Home | Unemployed | 12 | Excellent | 0.260741 | null | 2 | North Jessica | NV | Saint Martin | null | 2 | Medium |
23 | Non-binary | Bachelor's | Married | 40,809 | 679 | null | Personal | Unemployed | 19 | Poor | 0.290132 | 207,813 | 4 | East Ashley | PW | Somalia | 3 | 1 | Medium |
68 | Male | PhD | Married | 38,254 | 770 | 11,461 | Personal | Unemployed | 1 | Good | 0.516527 | 132,585 | 3 | Darrylview | UT | Greenland | 2 | 0 | Low |
36 | Non-binary | High School | Single | 81,768 | 676 | 42,451 | Business | Unemployed | 4 | Poor | 0.580044 | 183,541 | null | Port Maryton | GA | Iran | 2 | 2 | Low |
21 | Non-binary | Master's | Married | 57,367 | null | 27,182 | Business | Unemployed | 0 | Excellent | 0.49465 | null | 2 | South Andrea | LA | Belize | 4 | 0 | Low |
29 | Non-binary | PhD | Divorced | 80,684 | 777 | 41,499 | Personal | Self-employed | 15 | Poor | 0.183612 | 287,169 | 4 | Lake Sean | AK | Kyrgyz Republic | 2 | 0 | Low |
44 | Female | Bachelor's | Married | 84,277 | 740 | null | Auto | Unemployed | 5 | Fair | 0.181279 | 151,227 | 4 | Lake Zacharyland | FM | Chad | 4 | 0 | Medium |
61 | Male | Bachelor's | Widowed | null | 751 | 26,828 | Personal | Self-employed | 13 | Excellent | 0.569981 | 107,597 | 4 | Port Melissa | TX | Mauritius | 0 | 0 | Medium |
56 | Non-binary | PhD | Married | null | 688 | 30,910 | Home | Employed | 2 | Good | 0.559639 | 230,516 | 3 | Shieldsmouth | OH | Montenegro | 0 | 1 | Medium |
31 | Male | PhD | Married | 56,139 | 658 | null | Auto | Self-employed | 0 | Fair | 0.378727 | 169,693 | 0 | Wilsonshire | IA | Honduras | null | 2 | High |
57 | Non-binary | Master's | Divorced | 113,937 | null | 5,577 | Home | Unemployed | 17 | Good | 0.133713 | null | 1 | Kellyton | WI | Latvia | 4 | 2 | Low |
59 | Male | PhD | Married | 112,851 | 770 | 31,965 | Auto | Employed | 19 | Good | 0.533353 | 248,185 | 2 | South Susan | HI | Slovenia | 3 | 0 | Medium |
37 | Non-binary | PhD | Single | 100,501 | 767 | 8,911 | Personal | Unemployed | 14 | Good | 0.177274 | 279,157 | 3 | New Davidside | VI | Heard Island and McDonald Islands | 0 | 0 | Low |
32 | Male | Master's | Single | 85,036 | null | 10,139 | Auto | Self-employed | 3 | Fair | 0.362013 | 229,079 | 4 | North Jermaine | MP | Marshall Islands | 0 | 2 | High |
28 | Non-binary | Master's | Divorced | 24,131 | null | null | Home | Employed | 4 | Fair | 0.312978 | 96,308 | 4 | Higginsburgh | PW | Netherlands | 0 | 2 | Low |
63 | Male | Bachelor's | Married | null | 740 | 35,232 | Home | Unemployed | 10 | Fair | 0.266457 | 252,773 | 2 | South Katieberg | WA | Martinique | 2 | 1 | Low |
26 | Female | PhD | Single | 67,498 | 752 | 5,722 | Home | Employed | 2 | Fair | 0.201324 | 212,268 | 3 | Lindseychester | MT | British Indian Ocean Territory (Chagos Archipelago) | null | 2 | Low |
47 | Female | PhD | Widowed | 40,221 | 786 | null | Home | Employed | 11 | Excellent | 0.483414 | 263,834 | 1 | Port Ariel | OK | Macao | 3 | 0 | Medium |
52 | Male | PhD | Married | null | 784 | 33,418 | Home | Self-employed | 11 | Excellent | 0.1547 | null | 3 | Moraport | UT | Iraq | null | 2 | Low |
18 | Female | Bachelor's | Married | 77,255 | 713 | 32,476 | Home | Employed | 7 | Poor | 0.480628 | 171,826 | null | Anthonyview | AZ | Isle of Man | null | 0 | Low |
64 | Non-binary | Master's | Widowed | 95,475 | 689 | 44,284 | Auto | Self-employed | 11 | Good | 0.46565 | 223,428 | 1 | Dennisfurt | TX | Myanmar | 0 | 0 | High |
51 | Female | High School | Divorced | 119,683 | 686 | null | Business | Unemployed | 0 | Poor | 0.538998 | 27,877 | null | Port Misty | OR | Luxembourg | 3 | 0 | Low |
44 | Female | High School | Widowed | 98,670 | 615 | 23,410 | Personal | Employed | 6 | Excellent | 0.437092 | null | 3 | South Juan | MP | Zambia | 4 | 2 | Medium |
28 | Non-binary | Master's | Married | 31,885 | 735 | 21,313 | Business | Unemployed | 0 | Excellent | 0.49051 | 138,048 | 1 | North Meagan | AR | Estonia | 4 | 2 | Low |
69 | Female | Bachelor's | Widowed | 53,978 | 637 | 24,725 | Auto | Self-employed | 15 | Fair | 0.172649 | 65,774 | 4 | North Mikaylamouth | CO | South Georgia and the South Sandwich Islands | 1 | 2 | Low |
30 | Male | Master's | Married | 50,283 | null | 41,582 | Auto | Employed | 11 | Excellent | 0.589288 | 91,092 | 2 | East Pamelaside | FL | Mauritius | 1 | 2 | Medium |
44 | Non-binary | Master's | Single | 48,668 | 673 | 6,631 | Personal | Unemployed | 17 | Good | 0.322401 | null | 4 | Ruizton | WI | Kuwait | 4 | 1 | Low |
29 | Female | Bachelor's | Divorced | 69,289 | 739 | 5,583 | Auto | Self-employed | 14 | Good | 0.26844 | 253,751 | 2 | Lake Leeville | ID | Latvia | 0 | 1 | Low |
27 | Female | High School | Single | null | 624 | 5,744 | Business | Unemployed | 12 | Excellent | 0.261927 | 22,794 | null | Susanberg | KS | Fiji | 0 | 2 | Medium |
58 | Female | Bachelor's | Widowed | 26,416 | 768 | 34,955 | Business | Unemployed | 0 | Good | 0.555759 | null | 0 | Christinafort | AZ | Trinidad and Tobago | 0 | 2 | Low |
64 | Male | High School | Widowed | 119,546 | 756 | 43,821 | Auto | Unemployed | 5 | Fair | 0.191726 | 104,056 | 4 | West Marieberg | OR | American Samoa | null | 1 | Low |
28 | Female | Master's | Widowed | null | 643 | 33,388 | Auto | Self-employed | 1 | Poor | 0.584521 | 75,383 | 2 | North Josephport | WV | United Arab Emirates | null | 2 | Medium |
37 | Male | Master's | Widowed | null | 795 | 17,300 | Personal | Unemployed | 4 | Excellent | 0.23093 | null | 0 | Vazquezburgh | PR | Norway | 1 | 0 | Low |
30 | Non-binary | Bachelor's | Single | 96,519 | 740 | 27,963 | Home | Employed | 5 | Good | 0.58323 | 27,615 | 4 | West Daniel | AS | Andorra | 0 | 1 | Low |
41 | Female | PhD | Divorced | 54,311 | 624 | 40,592 | Personal | Self-employed | 9 | Excellent | 0.179353 | 234,134 | 3 | New Faith | MD | Hong Kong | 1 | 2 | Low |
67 | Female | Bachelor's | Single | 23,052 | 735 | 48,261 | Home | Self-employed | 10 | Excellent | 0.302971 | 174,316 | 2 | Markborough | MI | Saudi Arabia | 2 | 1 | Low |
59 | Male | High School | Single | 116,458 | null | 9,946 | Home | Employed | 17 | Excellent | 0.301653 | 250,294 | null | New Raymond | MI | Gabon | 3 | 0 | Medium |
28 | Male | PhD | Widowed | 48,625 | 675 | 23,721 | Home | Self-employed | 0 | Excellent | 0.451268 | 285,002 | 0 | Katherinehaven | TN | Cuba | 0 | 0 | Medium |
49 | Female | Bachelor's | Married | 71,901 | 758 | 23,609 | Auto | Employed | 13 | Good | 0.483001 | 296,797 | 4 | New Deanchester | ND | Greenland | 1 | 1 | Low |
64 | Non-binary | Bachelor's | Married | 62,425 | 633 | 44,113 | Personal | Self-employed | 2 | Excellent | 0.147655 | 260,580 | 4 | Mackenzieshire | MN | Costa Rica | 2 | 1 | Medium |
25 | Male | PhD | Single | null | 623 | 19,558 | Personal | Employed | 14 | Poor | 0.172361 | 122,723 | null | Victoriaburgh | FM | Uganda | 4 | 0 | Low |
19 | Non-binary | Master's | Married | null | 642 | 9,683 | Auto | Unemployed | 0 | Fair | 0.389865 | 96,277 | 3 | North Alexandrachester | DE | Rwanda | 1 | 1 | Medium |
49 | Non-binary | Bachelor's | Widowed | 96,687 | 611 | 37,908 | Business | Employed | 18 | Excellent | 0.494043 | 42,700 | 2 | Brownborough | AK | Vanuatu | 1 | 2 | High |
64 | Male | PhD | Divorced | 64,264 | 637 | 41,309 | Business | Employed | 11 | Poor | 0.179431 | 23,141 | 0 | North Maryhaven | IN | Martinique | 1 | 1 | Medium |
54 | Non-binary | PhD | Married | 69,431 | 768 | 32,861 | Home | Employed | 13 | Excellent | 0.460661 | 28,037 | 2 | New Christopherstad | VT | Niger | 0 | 1 | Low |
36 | Male | Bachelor's | Married | 115,117 | null | 17,034 | Personal | Employed | 15 | Poor | 0.12179 | 30,851 | 2 | Esparzaville | FM | South Africa | 4 | 2 | Medium |
35 | Non-binary | High School | Single | 24,486 | 674 | null | Business | Unemployed | 12 | Fair | 0.568201 | 180,746 | 4 | Hayeston | NJ | Qatar | 3 | 1 | Medium |
44 | Non-binary | PhD | Married | 117,309 | 780 | 13,807 | Home | Self-employed | 1 | Good | 0.333894 | 260,548 | 3 | North Tylerbury | DC | Trinidad and Tobago | 3 | 1 | Medium |
61 | Non-binary | PhD | Single | 112,297 | 773 | 41,898 | Business | Unemployed | 9 | Good | 0.400565 | 231,574 | 3 | Brownton | UT | Syrian Arab Republic | 4 | 1 | Medium |
60 | Female | Master's | Single | 69,349 | 661 | 15,245 | Business | Employed | 14 | Poor | 0.249227 | 285,451 | 1 | New Cesar | TN | Cote d'Ivoire | 2 | 0 | Low |
43 | Female | Bachelor's | Widowed | 24,944 | null | null | Business | Employed | 17 | Poor | 0.290106 | 41,713 | 4 | East Lauren | KY | Anguilla | 4 | 0 | Medium |
59 | Male | PhD | Married | 84,353 | 773 | null | Auto | Employed | 3 | Fair | 0.528561 | 286,357 | 1 | Rosarioburgh | VT | Chile | 3 | 0 | Medium |
31 | Female | High School | Widowed | 77,298 | 658 | 34,526 | Business | Unemployed | 15 | Good | 0.561577 | 253,993 | 3 | Hoffmanberg | MA | Papua New Guinea | null | 1 | Low |
58 | Male | Master's | Married | null | 608 | 12,054 | Personal | Employed | 15 | Poor | 0.504539 | 88,796 | 1 | North Aprilville | UT | Mexico | 4 | 0 | Medium |
33 | Female | PhD | Single | 21,649 | 629 | 49,055 | Business | Unemployed | 11 | Fair | 0.582084 | 281,720 | 4 | Lake Andrew | MP | Singapore | null | 0 | Medium |
34 | Male | Master's | Married | 46,081 | 774 | 33,530 | Auto | Self-employed | 18 | Fair | 0.516119 | 54,515 | 2 | West Robert | MP | Azerbaijan | 2 | 2 | Medium |
20 | Non-binary | Master's | Divorced | null | 705 | 34,432 | Home | Employed | 1 | Good | 0.305168 | 94,237 | 4 | West Wendybury | ME | Kazakhstan | null | 1 | Low |
18 | Male | High School | Widowed | 45,165 | null | 15,411 | Business | Employed | 0 | Excellent | 0.328574 | 133,477 | null | Riverabury | PA | Isle of Man | 3 | 2 | Medium |
41 | Female | Master's | Widowed | 70,539 | 628 | null | Home | Self-employed | 3 | Fair | 0.52995 | 96,320 | 4 | Murrayberg | KY | Ecuador | 1 | 2 | High |
57 | Non-binary | Master's | Widowed | null | 748 | 45,698 | Personal | Employed | 18 | Good | 0.519603 | 258,160 | 2 | Carrburgh | KY | United Kingdom | 3 | 0 | Medium |
52 | Male | High School | Single | 114,925 | 773 | 20,931 | Auto | Self-employed | 9 | Good | 0.275554 | 281,826 | null | New Brianna | FM | Finland | null | 1 | Low |
22 | Male | PhD | Married | 25,597 | 787 | 34,798 | Personal | Unemployed | 16 | Excellent | 0.550435 | null | null | East Julieland | WV | Suriname | 2 | 2 | Medium |
29 | Non-binary | Bachelor's | Widowed | 71,158 | 632 | 42,674 | Home | Self-employed | 17 | Excellent | 0.385215 | 159,995 | 4 | Lake Johntown | SC | Kiribati | 3 | 1 | Medium |
19 | Female | High School | Widowed | null | 795 | 32,129 | Home | Self-employed | 8 | Poor | 0.516175 | 158,066 | 0 | North Kelly | AS | Niue | null | 2 | Low |
38 | Non-binary | High School | Married | 97,166 | null | 8,474 | Auto | Employed | 8 | Poor | 0.163941 | 183,949 | 0 | Amandachester | IA | Italy | 0 | 1 | Low |
55 | Non-binary | Master's | Single | 66,308 | 735 | 47,395 | Personal | Employed | 17 | Excellent | 0.330204 | 263,627 | 2 | New Brendaburgh | ND | Trinidad and Tobago | 0 | 2 | Low |
49 | Female | Bachelor's | Married | 59,044 | null | 28,995 | Personal | Self-employed | 17 | Poor | 0.282694 | 74,182 | 3 | Turnerport | TX | Israel | 2 | 1 | Low |
44 | Non-binary | Bachelor's | Widowed | 64,893 | 726 | 48,059 | Home | Employed | 14 | Good | 0.206416 | 80,913 | 3 | West Kirsten | DE | Saint Lucia | 4 | 2 | Medium |
61 | Non-binary | High School | Married | 26,500 | null | 32,573 | Home | Employed | 13 | Excellent | 0.157006 | 28,823 | 1 | Aliceberg | SD | Barbados | 0 | 1 | High |
49 | Male | PhD | Widowed | 96,693 | null | 41,126 | Auto | Self-employed | 9 | Fair | 0.304064 | 141,703 | 1 | Weaverberg | RI | Tajikistan | 2 | 0 | Medium |
20 | Non-binary | Bachelor's | Single | 70,929 | 660 | 28,671 | Auto | Self-employed | 3 | Excellent | 0.331369 | 294,335 | null | Port Charleneport | FM | Equatorial Guinea | 4 | 0 | High |
29 | Male | High School | Single | 82,278 | 786 | 7,749 | Home | Unemployed | 10 | Fair | 0.439296 | 182,784 | 3 | Lake Kimshire | AR | Mauritius | 4 | 1 | Low |
21 | Female | Master's | Widowed | null | 712 | 37,361 | Personal | Employed | 5 | Fair | 0.270911 | 197,777 | null | East Stacy | KS | Zambia | null | 2 | Low |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.