Credit_History
int64 0
1
⌀ | CoapplicantIncome
float64 0
41.7k
| Gender
stringclasses 3
values | Self_Employed
stringclasses 3
values | Loan_Status
stringclasses 2
values | Education
stringclasses 2
values | Dependents
stringclasses 5
values | Loan_ID
stringlengths 8
8
| LoanAmount
int64 9
700
⌀ | ApplicantIncome
int64 150
81k
| Married
stringclasses 3
values | Property_Area
stringclasses 3
values | Loan_Amount_Term
int64 12
480
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 2,500 | Male | No | Y | Not Graduate | 1 | LP001674 | 90 | 2,600 | Yes | Semiurban | 360 |
0 | 0 | Male | No | Y | Graduate | 2 | LP001677 | 166 | 4,923 | No | Semiurban | 360 |
1 | 0 | Male | No | N | Not Graduate | 3+ | LP001682 | null | 3,992 | Yes | Urban | 180 |
1 | 1,083 | Male | No | Y | Not Graduate | 1 | LP001688 | 135 | 3,500 | Yes | Urban | 360 |
1 | 0 | Male | No | Y | Not Graduate | 2 | LP001691 | 124 | 3,917 | Yes | Semiurban | 360 |
1 | 0 | Female | No | Y | Not Graduate | 0 | LP001692 | 120 | 4,408 | No | Semiurban | 360 |
1 | 0 | Female | No | Y | Graduate | 0 | LP001693 | 80 | 3,244 | No | Urban | 360 |
1 | 2,531 | Male | No | Y | Not Graduate | 0 | LP001698 | 55 | 3,975 | No | Rural | 360 |
1 | 0 | Male | No | Y | Graduate | 0 | LP001699 | 59 | 2,479 | No | Urban | 360 |
1 | 0 | Male | No | N | Graduate | 0 | LP001702 | 127 | 3,418 | No | Semiurban | 360 |
1 | 0 | Female | No | N | Graduate | 0 | LP001708 | 214 | 10,000 | No | Semiurban | 360 |
0 | 1,250 | Male | No | N | Graduate | 3+ | LP001711 | 128 | 3,430 | Yes | Semiurban | 360 |
1 | 0 | Male | Yes | Y | Graduate | 1 | LP001713 | 240 | 7,787 | Yes | Urban | 360 |
1 | 0 | Male | Yes | Y | Not Graduate | 3+ | LP001715 | 130 | 5,703 | Yes | Rural | 360 |
1 | 3,021 | Male | No | Y | Graduate | 0 | LP001716 | 137 | 3,173 | Yes | Urban | 360 |
1 | 983 | Male | No | Y | Not Graduate | 3+ | LP001720 | 100 | 3,850 | Yes | Semiurban | 360 |
1 | 1,800 | Male | No | N | Graduate | 0 | LP001722 | 135 | 150 | Yes | Rural | 360 |
1 | 1,775 | Male | No | Y | Graduate | 0 | LP001726 | 131 | 3,727 | Yes | Semiurban | 360 |
0 | 0 | Male | N | Graduate | 2 | LP001732 | 72 | 5,000 | Yes | Semiurban | 360 |
|
null | 2,383 | Female | No | Y | Graduate | 2 | LP001734 | 127 | 4,283 | Yes | Semiurban | 360 |
0 | 0 | Male | No | N | Graduate | 0 | LP001736 | 60 | 2,221 | Yes | Urban | 360 |
1 | 1,717 | Male | No | Y | Graduate | 2 | LP001743 | 116 | 4,009 | Yes | Semiurban | 360 |
1 | 2,791 | Male | No | Y | Graduate | 0 | LP001744 | 144 | 2,971 | No | Semiurban | 360 |
1 | 1,010 | Male | No | Y | Graduate | 0 | LP001749 | 175 | 7,578 | Yes | Semiurban | null |
1 | 0 | Male | No | Y | Graduate | 0 | LP001750 | 128 | 6,250 | Yes | Semiurban | 360 |
1 | 0 | Male | No | N | Graduate | 0 | LP001751 | 170 | 3,250 | Yes | Rural | 360 |
1 | 0 | Male | Yes | N | Not Graduate | LP001754 | 138 | 4,735 | Yes | Urban | 360 |
|
1 | 1,695 | Male | No | Y | Graduate | 2 | LP001758 | 210 | 6,250 | Yes | Semiurban | 360 |
1 | 0 | Male | No | Y | Graduate | LP001760 | 158 | 4,758 | Semiurban | 480 |
||
1 | 0 | Male | Yes | Y | Graduate | 0 | LP001761 | 200 | 6,400 | No | Rural | 360 |
1 | 2,054 | Male | No | Y | Graduate | 1 | LP001765 | 104 | 2,491 | Yes | Semiurban | 360 |
1 | 0 | Male | Y | Graduate | 0 | LP001768 | 42 | 3,716 | Yes | Rural | 180 |
|
1 | 2,598 | Male | No | Y | Not Graduate | 0 | LP001770 | 120 | 3,189 | No | Rural | null |
1 | 0 | Female | No | Y | Graduate | 0 | LP001776 | 280 | 8,333 | No | Semiurban | 360 |
1 | 1,779 | Male | No | Y | Graduate | 1 | LP001778 | 140 | 3,155 | Yes | Semiurban | 360 |
1 | 1,260 | Male | No | Y | Graduate | 1 | LP001784 | 170 | 5,500 | Yes | Rural | 360 |
null | 0 | Male | N | Graduate | 0 | LP001786 | 255 | 5,746 | Yes | Urban | 360 |
|
null | 0 | Female | Yes | Y | Graduate | 0 | LP001788 | 122 | 3,463 | No | Urban | 360 |
1 | 0 | Female | No | Y | Graduate | 1 | LP001790 | 112 | 3,812 | No | Rural | 360 |
1 | 0 | Male | No | Y | Graduate | 1 | LP001792 | 96 | 3,315 | Yes | Semiurban | 360 |
1 | 5,000 | Male | No | Y | Graduate | 2 | LP001798 | 120 | 5,819 | Yes | Rural | 360 |
1 | 1,983 | Male | No | N | Not Graduate | 1 | LP001800 | 140 | 2,510 | Yes | Urban | 180 |
1 | 5,701 | Male | No | Y | Graduate | 0 | LP001806 | 155 | 2,965 | No | Urban | 60 |
1 | 1,300 | Male | Yes | Y | Graduate | 2 | LP001807 | 108 | 6,250 | Yes | Rural | 360 |
1 | 4,417 | Male | No | Y | Not Graduate | 0 | LP001811 | 123 | 3,406 | Yes | Semiurban | 360 |
1 | 4,333 | Male | Yes | N | Graduate | 0 | LP001813 | 120 | 6,050 | No | Urban | 180 |
1 | 0 | Male | No | Y | Graduate | 2 | LP001814 | 112 | 9,703 | Yes | Urban | 360 |
1 | 0 | Male | No | Y | Not Graduate | 1 | LP001819 | 137 | 6,608 | Yes | Urban | 180 |
1 | 1,843 | Male | No | Y | Graduate | 1 | LP001824 | 123 | 2,882 | Yes | Semiurban | 480 |
1 | 1,868 | Male | No | Y | Graduate | 0 | LP001825 | 90 | 1,809 | Yes | Urban | 360 |
0 | 3,890 | Male | No | N | Not Graduate | 0 | LP001835 | 201 | 1,668 | Yes | Semiurban | 360 |
1 | 0 | Female | No | N | Graduate | 2 | LP001836 | 138 | 3,427 | No | Urban | 360 |
1 | 2,167 | Male | Yes | Y | Not Graduate | 0 | LP001841 | 104 | 2,583 | No | Rural | 360 |
1 | 7,101 | Male | No | Y | Not Graduate | 1 | LP001843 | 279 | 2,661 | Yes | Semiurban | 180 |
0 | 0 | Male | Yes | N | Graduate | 0 | LP001844 | 192 | 16,250 | No | Urban | 360 |
1 | 0 | Female | No | Y | Graduate | 3+ | LP001846 | 255 | 3,083 | No | Rural | 360 |
0 | 0 | Male | No | N | Not Graduate | 0 | LP001849 | 115 | 6,045 | No | Rural | 360 |
1 | 0 | Male | No | N | Graduate | 3+ | LP001854 | 94 | 5,250 | Yes | Urban | 360 |
1 | 2,100 | Male | No | N | Graduate | 0 | LP001859 | 304 | 14,683 | Yes | Rural | 360 |
null | 0 | Male | No | N | Not Graduate | 3+ | LP001864 | 128 | 4,931 | Yes | Semiurban | 360 |
null | 4,250 | Male | No | Y | Graduate | 1 | LP001865 | 330 | 6,083 | Yes | Urban | 360 |
1 | 2,209 | Male | No | Y | Graduate | 0 | LP001868 | 134 | 2,060 | No | Semiurban | 360 |
1 | 0 | Female | No | N | Graduate | 1 | LP001870 | 155 | 3,481 | No | Semiurban | 36 |
1 | 0 | Female | No | Y | Graduate | 0 | LP001871 | 120 | 7,200 | No | Rural | 360 |
1 | 0 | Male | Yes | Y | Graduate | 0 | LP001872 | 128 | 5,166 | No | Semiurban | 360 |
1 | 3,447 | Male | No | Y | Graduate | 0 | LP001875 | 151 | 4,095 | No | Rural | 360 |
1 | 1,387 | Male | No | Y | Graduate | 2 | LP001877 | 150 | 4,708 | Yes | Semiurban | 360 |
0 | 1,811 | Male | No | Y | Graduate | 3+ | LP001882 | 160 | 4,333 | Yes | Urban | 360 |
1 | 0 | Female | N | Graduate | 0 | LP001883 | 135 | 3,418 | No | Rural | 360 |
|
1 | 1,560 | Female | No | Y | Graduate | 1 | LP001884 | 90 | 2,876 | No | Urban | 360 |
1 | 0 | Female | No | Y | Graduate | 0 | LP001888 | 30 | 3,237 | No | Urban | 360 |
1 | 0 | Male | No | Y | Graduate | 0 | LP001891 | 136 | 11,146 | Yes | Urban | 360 |
1 | 1,857 | Male | No | Y | Graduate | 0 | LP001892 | 126 | 2,833 | No | Rural | 360 |
1 | 2,223 | Male | No | Y | Graduate | 0 | LP001894 | 150 | 2,620 | Yes | Semiurban | 360 |
1 | 0 | Male | No | Y | Graduate | 2 | LP001896 | 90 | 3,900 | Yes | Semiurban | 360 |
1 | 1,842 | Male | No | Y | Graduate | 1 | LP001900 | 115 | 2,750 | Yes | Semiurban | 360 |
1 | 3,274 | Male | No | Y | Graduate | 0 | LP001903 | 207 | 3,993 | Yes | Semiurban | 360 |
1 | 1,300 | Male | No | Y | Graduate | 0 | LP001904 | 80 | 3,103 | Yes | Urban | 360 |
1 | 0 | Male | No | Y | Graduate | 0 | LP001907 | 436 | 14,583 | Yes | Semiurban | 360 |
null | 0 | Female | No | Y | Not Graduate | 0 | LP001908 | 124 | 4,100 | Yes | Rural | 360 |
0 | 2,426 | Male | Yes | N | Not Graduate | 1 | LP001910 | 158 | 4,053 | No | Urban | 360 |
1 | 800 | Male | No | Y | Graduate | 0 | LP001914 | 112 | 3,927 | Yes | Semiurban | 360 |
1 | 985.799988 | Male | No | Y | Graduate | 2 | LP001915 | 78 | 2,301 | Yes | Urban | 180 |
1 | 1,666 | Female | No | Y | Graduate | 0 | LP001917 | 54 | 1,811 | No | Urban | 360 |
1 | 0 | Male | No | N | Graduate | 0 | LP001922 | null | 20,667 | Yes | Rural | 360 |
1 | 3,053 | Male | No | Y | Graduate | 0 | LP001924 | 89 | 3,158 | No | Rural | 360 |
1 | 1,717 | Female | Yes | N | Graduate | 0 | LP001925 | 99 | 2,600 | No | Semiurban | 300 |
1 | 2,000 | Male | No | Y | Graduate | 0 | LP001926 | 120 | 3,704 | Yes | Rural | 360 |
1 | 0 | Female | No | Y | Graduate | 0 | LP001931 | 115 | 4,124 | No | Semiurban | 360 |
1 | 0 | Male | No | Y | Graduate | 0 | LP001935 | 187 | 9,508 | No | Rural | 360 |
1 | 2,416 | Male | No | Y | Graduate | 0 | LP001936 | 139 | 3,075 | Yes | Rural | 360 |
0 | 0 | Male | No | N | Graduate | 2 | LP001938 | 127 | 4,400 | Yes | Semiurban | 360 |
1 | 1,560 | Male | No | Y | Graduate | 2 | LP001940 | 134 | 3,153 | Yes | Urban | 360 |
0 | 0 | Female | No | N | Graduate | LP001945 | 143 | 5,417 | No | Urban | 480 |
|
1 | 3,334 | Male | No | Y | Graduate | 0 | LP001947 | 172 | 2,383 | Yes | Semiurban | 360 |
1 | 1,250 | Male | Y | Graduate | 3+ | LP001949 | 110 | 4,416 | Yes | Urban | 360 |
|
1 | 0 | Male | No | Y | Graduate | 1 | LP001953 | 200 | 6,875 | Yes | Semiurban | 360 |
1 | 0 | Female | No | Y | Graduate | 1 | LP001954 | 135 | 4,666 | Yes | Urban | 360 |
1 | 2,541 | Female | No | N | Graduate | 0 | LP001955 | 151 | 5,000 | No | Rural | 480 |
1 | 2,925 | Male | No | N | Graduate | 1 | LP001963 | 113 | 2,014 | Yes | Urban | 360 |