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