Loan_ID
stringlengths 8
8
| Gender
stringclasses 2
values | Married
stringclasses 2
values | Dependents
stringclasses 4
values | Education
stringclasses 2
values | Self_Employed
stringclasses 2
values | ApplicantIncome
int64 150
81k
| CoapplicantIncome
float64 0
41.7k
| LoanAmount
float64 9
700
⌀ | Loan_Amount_Term
float64 12
480
⌀ | Credit_History
float64 0
1
⌀ | Property_Area
stringclasses 3
values | Loan_Status
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
LP002603 | Female | No | 0 | Graduate | No | 645 | 3,683 | 113 | 480 | 1 | Rural | Y |
LP002606 | Female | No | 0 | Graduate | No | 3,159 | 0 | 100 | 360 | 1 | Semiurban | Y |
LP002615 | Male | Yes | 2 | Graduate | No | 4,865 | 5,624 | 208 | 360 | 1 | Semiurban | Y |
LP002618 | Male | Yes | 1 | Not Graduate | No | 4,050 | 5,302 | 138 | 360 | null | Rural | N |
LP002619 | Male | Yes | 0 | Not Graduate | No | 3,814 | 1,483 | 124 | 300 | 1 | Semiurban | Y |
LP002622 | Male | Yes | 2 | Graduate | No | 3,510 | 4,416 | 243 | 360 | 1 | Rural | Y |
LP002624 | Male | Yes | 0 | Graduate | No | 20,833 | 6,667 | 480 | 360 | null | Urban | Y |
LP002625 | null | No | 0 | Graduate | No | 3,583 | 0 | 96 | 360 | 1 | Urban | N |
LP002626 | Male | Yes | 0 | Graduate | Yes | 2,479 | 3,013 | 188 | 360 | 1 | Urban | Y |
LP002634 | Female | No | 1 | Graduate | No | 13,262 | 0 | 40 | 360 | 1 | Urban | Y |
LP002637 | Male | No | 0 | Not Graduate | No | 3,598 | 1,287 | 100 | 360 | 1 | Rural | N |
LP002640 | Male | Yes | 1 | Graduate | No | 6,065 | 2,004 | 250 | 360 | 1 | Semiurban | Y |
LP002643 | Male | Yes | 2 | Graduate | No | 3,283 | 2,035 | 148 | 360 | 1 | Urban | Y |
LP002648 | Male | Yes | 0 | Graduate | No | 2,130 | 6,666 | 70 | 180 | 1 | Semiurban | N |
LP002652 | Male | No | 0 | Graduate | No | 5,815 | 3,666 | 311 | 360 | 1 | Rural | N |
LP002659 | Male | Yes | 3+ | Graduate | No | 3,466 | 3,428 | 150 | 360 | 1 | Rural | Y |
LP002670 | Female | Yes | 2 | Graduate | No | 2,031 | 1,632 | 113 | 480 | 1 | Semiurban | Y |
LP002682 | Male | Yes | null | Not Graduate | No | 3,074 | 1,800 | 123 | 360 | 0 | Semiurban | N |
LP002683 | Male | No | 0 | Graduate | No | 4,683 | 1,915 | 185 | 360 | 1 | Semiurban | N |
LP002684 | Female | No | 0 | Not Graduate | No | 3,400 | 0 | 95 | 360 | 1 | Rural | N |
LP002689 | Male | Yes | 2 | Not Graduate | No | 2,192 | 1,742 | 45 | 360 | 1 | Semiurban | Y |
LP002690 | Male | No | 0 | Graduate | No | 2,500 | 0 | 55 | 360 | 1 | Semiurban | Y |
LP002692 | Male | Yes | 3+ | Graduate | Yes | 5,677 | 1,424 | 100 | 360 | 1 | Rural | Y |
LP002693 | Male | Yes | 2 | Graduate | Yes | 7,948 | 7,166 | 480 | 360 | 1 | Rural | Y |
LP002697 | Male | No | 0 | Graduate | No | 4,680 | 2,087 | null | 360 | 1 | Semiurban | N |
LP002699 | Male | Yes | 2 | Graduate | Yes | 17,500 | 0 | 400 | 360 | 1 | Rural | Y |
LP002705 | Male | Yes | 0 | Graduate | No | 3,775 | 0 | 110 | 360 | 1 | Semiurban | Y |
LP002706 | Male | Yes | 1 | Not Graduate | No | 5,285 | 1,430 | 161 | 360 | 0 | Semiurban | Y |
LP002714 | Male | No | 1 | Not Graduate | No | 2,679 | 1,302 | 94 | 360 | 1 | Semiurban | Y |
LP002716 | Male | No | 0 | Not Graduate | No | 6,783 | 0 | 130 | 360 | 1 | Semiurban | Y |
LP002717 | Male | Yes | 0 | Graduate | No | 1,025 | 5,500 | 216 | 360 | null | Rural | Y |
LP002720 | Male | Yes | 3+ | Graduate | No | 4,281 | 0 | 100 | 360 | 1 | Urban | Y |
LP002723 | Male | No | 2 | Graduate | No | 3,588 | 0 | 110 | 360 | 0 | Rural | N |
LP002729 | Male | No | 1 | Graduate | No | 11,250 | 0 | 196 | 360 | null | Semiurban | N |
LP002731 | Female | No | 0 | Not Graduate | Yes | 18,165 | 0 | 125 | 360 | 1 | Urban | Y |
LP002732 | Male | No | 0 | Not Graduate | null | 2,550 | 2,042 | 126 | 360 | 1 | Rural | Y |
LP002734 | Male | Yes | 0 | Graduate | No | 6,133 | 3,906 | 324 | 360 | 1 | Urban | Y |
LP002738 | Male | No | 2 | Graduate | No | 3,617 | 0 | 107 | 360 | 1 | Semiurban | Y |
LP002739 | Male | Yes | 0 | Not Graduate | No | 2,917 | 536 | 66 | 360 | 1 | Rural | N |
LP002740 | Male | Yes | 3+ | Graduate | No | 6,417 | 0 | 157 | 180 | 1 | Rural | Y |
LP002741 | Female | Yes | 1 | Graduate | No | 4,608 | 2,845 | 140 | 180 | 1 | Semiurban | Y |
LP002743 | Female | No | 0 | Graduate | No | 2,138 | 0 | 99 | 360 | 0 | Semiurban | N |
LP002753 | Female | No | 1 | Graduate | null | 3,652 | 0 | 95 | 360 | 1 | Semiurban | Y |
LP002755 | Male | Yes | 1 | Not Graduate | No | 2,239 | 2,524 | 128 | 360 | 1 | Urban | Y |
LP002757 | Female | Yes | 0 | Not Graduate | No | 3,017 | 663 | 102 | 360 | null | Semiurban | Y |
LP002767 | Male | Yes | 0 | Graduate | No | 2,768 | 1,950 | 155 | 360 | 1 | Rural | Y |
LP002768 | Male | No | 0 | Not Graduate | No | 3,358 | 0 | 80 | 36 | 1 | Semiurban | N |
LP002772 | Male | No | 0 | Graduate | No | 2,526 | 1,783 | 145 | 360 | 1 | Rural | Y |
LP002776 | Female | No | 0 | Graduate | No | 5,000 | 0 | 103 | 360 | 0 | Semiurban | N |
LP002777 | Male | Yes | 0 | Graduate | No | 2,785 | 2,016 | 110 | 360 | 1 | Rural | Y |
LP002778 | Male | Yes | 2 | Graduate | Yes | 6,633 | 0 | null | 360 | 0 | Rural | N |
LP002784 | Male | Yes | 1 | Not Graduate | No | 2,492 | 2,375 | null | 360 | 1 | Rural | Y |
LP002785 | Male | Yes | 1 | Graduate | No | 3,333 | 3,250 | 158 | 360 | 1 | Urban | Y |
LP002788 | Male | Yes | 0 | Not Graduate | No | 2,454 | 2,333 | 181 | 360 | 0 | Urban | N |
LP002789 | Male | Yes | 0 | Graduate | No | 3,593 | 4,266 | 132 | 180 | 0 | Rural | N |
LP002792 | Male | Yes | 1 | Graduate | No | 5,468 | 1,032 | 26 | 360 | 1 | Semiurban | Y |
LP002794 | Female | No | 0 | Graduate | No | 2,667 | 1,625 | 84 | 360 | null | Urban | Y |
LP002795 | Male | Yes | 3+ | Graduate | Yes | 10,139 | 0 | 260 | 360 | 1 | Semiurban | Y |
LP002798 | Male | Yes | 0 | Graduate | No | 3,887 | 2,669 | 162 | 360 | 1 | Semiurban | Y |
LP002804 | Female | Yes | 0 | Graduate | No | 4,180 | 2,306 | 182 | 360 | 1 | Semiurban | Y |
LP002807 | Male | Yes | 2 | Not Graduate | No | 3,675 | 242 | 108 | 360 | 1 | Semiurban | Y |
LP002813 | Female | Yes | 1 | Graduate | Yes | 19,484 | 0 | 600 | 360 | 1 | Semiurban | Y |
LP002820 | Male | Yes | 0 | Graduate | No | 5,923 | 2,054 | 211 | 360 | 1 | Rural | Y |
LP002821 | Male | No | 0 | Not Graduate | Yes | 5,800 | 0 | 132 | 360 | 1 | Semiurban | Y |
LP002832 | Male | Yes | 2 | Graduate | No | 8,799 | 0 | 258 | 360 | 0 | Urban | N |
LP002833 | Male | Yes | 0 | Not Graduate | No | 4,467 | 0 | 120 | 360 | null | Rural | Y |
LP002836 | Male | No | 0 | Graduate | No | 3,333 | 0 | 70 | 360 | 1 | Urban | Y |
LP002837 | Male | Yes | 3+ | Graduate | No | 3,400 | 2,500 | 123 | 360 | 0 | Rural | N |
LP002840 | Female | No | 0 | Graduate | No | 2,378 | 0 | 9 | 360 | 1 | Urban | N |
LP002841 | Male | Yes | 0 | Graduate | No | 3,166 | 2,064 | 104 | 360 | 0 | Urban | N |
LP002842 | Male | Yes | 1 | Graduate | No | 3,417 | 1,750 | 186 | 360 | 1 | Urban | Y |
LP002847 | Male | Yes | null | Graduate | No | 5,116 | 1,451 | 165 | 360 | 0 | Urban | N |
LP002855 | Male | Yes | 2 | Graduate | No | 16,666 | 0 | 275 | 360 | 1 | Urban | Y |
LP002862 | Male | Yes | 2 | Not Graduate | No | 6,125 | 1,625 | 187 | 480 | 1 | Semiurban | N |
LP002863 | Male | Yes | 3+ | Graduate | No | 6,406 | 0 | 150 | 360 | 1 | Semiurban | N |
LP002868 | Male | Yes | 2 | Graduate | No | 3,159 | 461 | 108 | 84 | 1 | Urban | Y |
LP002872 | null | Yes | 0 | Graduate | No | 3,087 | 2,210 | 136 | 360 | 0 | Semiurban | N |
LP002874 | Male | No | 0 | Graduate | No | 3,229 | 2,739 | 110 | 360 | 1 | Urban | Y |
LP002877 | Male | Yes | 1 | Graduate | No | 1,782 | 2,232 | 107 | 360 | 1 | Rural | Y |
LP002888 | Male | No | 0 | Graduate | null | 3,182 | 2,917 | 161 | 360 | 1 | Urban | Y |
LP002892 | Male | Yes | 2 | Graduate | No | 6,540 | 0 | 205 | 360 | 1 | Semiurban | Y |
LP002893 | Male | No | 0 | Graduate | No | 1,836 | 33,837 | 90 | 360 | 1 | Urban | N |
LP002894 | Female | Yes | 0 | Graduate | No | 3,166 | 0 | 36 | 360 | 1 | Semiurban | Y |
LP002898 | Male | Yes | 1 | Graduate | No | 1,880 | 0 | 61 | 360 | null | Rural | N |
LP002911 | Male | Yes | 1 | Graduate | No | 2,787 | 1,917 | 146 | 360 | 0 | Rural | N |
LP002912 | Male | Yes | 1 | Graduate | No | 4,283 | 3,000 | 172 | 84 | 1 | Rural | N |
LP002916 | Male | Yes | 0 | Graduate | No | 2,297 | 1,522 | 104 | 360 | 1 | Urban | Y |
LP002917 | Female | No | 0 | Not Graduate | No | 2,165 | 0 | 70 | 360 | 1 | Semiurban | Y |
LP002925 | null | No | 0 | Graduate | No | 4,750 | 0 | 94 | 360 | 1 | Semiurban | Y |
LP002926 | Male | Yes | 2 | Graduate | Yes | 2,726 | 0 | 106 | 360 | 0 | Semiurban | N |
LP002928 | Male | Yes | 0 | Graduate | No | 3,000 | 3,416 | 56 | 180 | 1 | Semiurban | Y |
LP002931 | Male | Yes | 2 | Graduate | Yes | 6,000 | 0 | 205 | 240 | 1 | Semiurban | N |
LP002933 | null | No | 3+ | Graduate | Yes | 9,357 | 0 | 292 | 360 | 1 | Semiurban | Y |
LP002936 | Male | Yes | 0 | Graduate | No | 3,859 | 3,300 | 142 | 180 | 1 | Rural | Y |
LP002938 | Male | Yes | 0 | Graduate | Yes | 16,120 | 0 | 260 | 360 | 1 | Urban | Y |
LP002940 | Male | No | 0 | Not Graduate | No | 3,833 | 0 | 110 | 360 | 1 | Rural | Y |
LP002941 | Male | Yes | 2 | Not Graduate | Yes | 6,383 | 1,000 | 187 | 360 | 1 | Rural | N |
LP002943 | Male | No | null | Graduate | No | 2,987 | 0 | 88 | 360 | 0 | Semiurban | N |
LP002945 | Male | Yes | 0 | Graduate | Yes | 9,963 | 0 | 180 | 360 | 1 | Rural | Y |
LP002948 | Male | Yes | 2 | Graduate | No | 5,780 | 0 | 192 | 360 | 1 | Urban | Y |