Education
stringclasses 2
values | Self_Employed
stringclasses 3
values | Property_Area
stringclasses 3
values | Married
stringclasses 3
values | ApplicantIncome
int64 150
81k
| CoapplicantIncome
float64 0
41.7k
| Loan_Amount_Term
int64 12
480
⌀ | Dependents
stringclasses 5
values | Gender
stringclasses 3
values | Credit_History
int64 0
1
⌀ | Loan_ID
stringlengths 8
8
| Loan_Status
stringclasses 2
values | LoanAmount
int64 9
700
⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
Graduate | No | Urban | No | 5,849 | 0 | 360 | 0 | Male | 1 | LP001002 | Y | null |
Graduate | No | Rural | Yes | 4,583 | 1,508 | 360 | 1 | Male | 1 | LP001003 | N | 128 |
Graduate | Yes | Urban | Yes | 3,000 | 0 | 360 | 0 | Male | 1 | LP001005 | Y | 66 |
Not Graduate | No | Urban | Yes | 2,583 | 2,358 | 360 | 0 | Male | 1 | LP001006 | Y | 120 |
Graduate | No | Urban | No | 6,000 | 0 | 360 | 0 | Male | 1 | LP001008 | Y | 141 |
Graduate | Yes | Urban | Yes | 5,417 | 4,196 | 360 | 2 | Male | 1 | LP001011 | Y | 267 |
Not Graduate | No | Urban | Yes | 2,333 | 1,516 | 360 | 0 | Male | 1 | LP001013 | Y | 95 |
Graduate | No | Semiurban | Yes | 3,036 | 2,504 | 360 | 3+ | Male | 0 | LP001014 | N | 158 |
Graduate | No | Urban | Yes | 4,006 | 1,526 | 360 | 2 | Male | 1 | LP001018 | Y | 168 |
Graduate | No | Semiurban | Yes | 12,841 | 10,968 | 360 | 1 | Male | 1 | LP001020 | N | 349 |
Graduate | No | Urban | Yes | 3,200 | 700 | 360 | 2 | Male | 1 | LP001024 | Y | 70 |
Graduate | Urban | Yes | 2,500 | 1,840 | 360 | 2 | Male | 1 | LP001027 | Y | 109 |
|
Graduate | No | Urban | Yes | 3,073 | 8,106 | 360 | 2 | Male | 1 | LP001028 | Y | 200 |
Graduate | No | Rural | No | 1,853 | 2,840 | 360 | 0 | Male | 1 | LP001029 | N | 114 |
Graduate | No | Urban | Yes | 1,299 | 1,086 | 120 | 2 | Male | 1 | LP001030 | Y | 17 |
Graduate | No | Urban | No | 4,950 | 0 | 360 | 0 | Male | 1 | LP001032 | Y | 125 |
Not Graduate | No | Urban | No | 3,596 | 0 | 240 | 1 | Male | null | LP001034 | Y | 100 |
Graduate | No | Urban | No | 3,510 | 0 | 360 | 0 | Female | 0 | LP001036 | N | 76 |
Not Graduate | No | Rural | Yes | 4,887 | 0 | 360 | 0 | Male | 1 | LP001038 | N | 133 |
Graduate | Urban | Yes | 2,600 | 3,500 | null | 0 | Male | 1 | LP001041 | Y | 115 |
|
Not Graduate | No | Urban | Yes | 7,660 | 0 | 360 | 0 | Male | 0 | LP001043 | N | 104 |
Graduate | No | Urban | Yes | 5,955 | 5,625 | 360 | 1 | Male | 1 | LP001046 | Y | 315 |
Not Graduate | No | Semiurban | Yes | 2,600 | 1,911 | 360 | 0 | Male | 0 | LP001047 | N | 116 |
Not Graduate | No | Rural | Yes | 3,365 | 1,917 | 360 | 2 | 0 | LP001050 | N | 112 |
|
Graduate | Semiurban | Yes | 3,717 | 2,925 | 360 | 1 | Male | null | LP001052 | N | 151 |
|
Graduate | Yes | Semiurban | Yes | 9,560 | 0 | 360 | 0 | Male | 1 | LP001066 | Y | 191 |
Graduate | No | Semiurban | Yes | 2,799 | 2,253 | 360 | 0 | Male | 1 | LP001068 | Y | 122 |
Not Graduate | No | Urban | Yes | 4,226 | 1,040 | 360 | 2 | Male | 1 | LP001073 | Y | 110 |
Not Graduate | No | Urban | No | 1,442 | 0 | 360 | 0 | Male | 1 | LP001086 | N | 35 |
Graduate | Semiurban | No | 3,750 | 2,083 | 360 | 2 | Female | 1 | LP001087 | Y | 120 |
|
Graduate | Urban | Yes | 4,166 | 3,369 | 360 | 1 | Male | null | LP001091 | N | 201 |
|
Graduate | No | Urban | No | 3,167 | 0 | 360 | 0 | Male | 1 | LP001095 | N | 74 |
Graduate | Yes | Rural | No | 4,692 | 0 | 360 | 1 | Male | 1 | LP001097 | N | 106 |
Graduate | No | Semiurban | Yes | 3,500 | 1,667 | 360 | 0 | Male | 1 | LP001098 | Y | 114 |
Graduate | No | Rural | No | 12,500 | 3,000 | 360 | 3+ | Male | 1 | LP001100 | N | 320 |
Graduate | No | Urban | Yes | 2,275 | 2,067 | 360 | 0 | Male | 1 | LP001106 | Y | null |
Graduate | No | Urban | Yes | 1,828 | 1,330 | null | 0 | Male | 0 | LP001109 | N | 100 |
Graduate | No | Semiurban | Yes | 3,667 | 1,459 | 360 | 0 | Female | 1 | LP001112 | Y | 144 |
Graduate | No | Urban | No | 4,166 | 7,210 | 360 | 0 | Male | 1 | LP001114 | Y | 184 |
Not Graduate | No | Semiurban | No | 3,748 | 1,668 | 360 | 0 | Male | 1 | LP001116 | Y | 110 |
Graduate | No | Urban | No | 3,600 | 0 | 360 | 0 | Male | 1 | LP001119 | N | 80 |
Graduate | No | Urban | No | 1,800 | 1,213 | 360 | 0 | Male | 1 | LP001120 | Y | 47 |
Graduate | No | Urban | Yes | 2,400 | 0 | 360 | 0 | Male | null | LP001123 | Y | 75 |
Graduate | No | Semiurban | Yes | 3,941 | 2,336 | 360 | 0 | Male | 1 | LP001131 | Y | 134 |
Not Graduate | Yes | Urban | Yes | 4,695 | 0 | null | 0 | Male | 1 | LP001136 | Y | 96 |
Graduate | No | Urban | No | 3,410 | 0 | null | 0 | Female | 1 | LP001137 | Y | 88 |
Graduate | No | Urban | Yes | 5,649 | 0 | 360 | 1 | Male | 1 | LP001138 | Y | 44 |
Graduate | No | Urban | Yes | 5,821 | 0 | 360 | 0 | Male | 1 | LP001144 | Y | 144 |
Graduate | No | Urban | Yes | 2,645 | 3,440 | 360 | 0 | Female | 0 | LP001146 | N | 120 |
Graduate | No | Semiurban | No | 4,000 | 2,275 | 360 | 0 | Female | 1 | LP001151 | Y | 144 |
Not Graduate | No | Semiurban | Yes | 1,928 | 1,644 | 360 | 0 | Female | 1 | LP001155 | Y | 100 |
Graduate | No | Semiurban | No | 3,086 | 0 | 360 | 0 | Female | 1 | LP001157 | Y | 120 |
Graduate | No | Semiurban | No | 4,230 | 0 | 360 | 0 | Female | 1 | LP001164 | N | 112 |
Graduate | No | Urban | Yes | 4,616 | 0 | 360 | 2 | Male | 1 | LP001179 | N | 134 |
Graduate | Yes | Urban | Yes | 11,500 | 0 | 360 | 1 | Female | 0 | LP001186 | N | 286 |
Graduate | No | Semiurban | Yes | 2,708 | 1,167 | 360 | 2 | Male | 1 | LP001194 | Y | 97 |
Graduate | No | Semiurban | Yes | 2,132 | 1,591 | 360 | 0 | Male | 1 | LP001195 | Y | 96 |
Graduate | No | Rural | Yes | 3,366 | 2,200 | 360 | 0 | Male | 1 | LP001197 | N | 135 |
Graduate | No | Urban | Yes | 8,080 | 2,250 | 360 | 1 | Male | 1 | LP001198 | Y | 180 |
Not Graduate | No | Urban | Yes | 3,357 | 2,859 | 360 | 2 | Male | 1 | LP001199 | Y | 144 |
Graduate | No | Urban | Yes | 2,500 | 3,796 | 360 | 0 | Male | 1 | LP001205 | Y | 120 |
Graduate | No | Urban | Yes | 3,029 | 0 | 360 | 3+ | Male | 1 | LP001206 | Y | 99 |
Not Graduate | Yes | Rural | Yes | 2,609 | 3,449 | 180 | 0 | Male | 0 | LP001207 | N | 165 |
Graduate | No | Rural | Yes | 4,945 | 0 | 360 | 1 | Male | 0 | LP001213 | N | null |
Graduate | No | Semiurban | No | 4,166 | 0 | 360 | 0 | Female | 0 | LP001222 | N | 116 |
Graduate | No | Semiurban | Yes | 5,726 | 4,595 | 360 | 0 | Male | 1 | LP001225 | N | 258 |
Not Graduate | No | Urban | No | 3,200 | 2,254 | 180 | 0 | Male | 0 | LP001228 | N | 126 |
Graduate | No | Urban | Yes | 10,750 | 0 | 360 | 1 | Male | 1 | LP001233 | Y | 312 |
Not Graduate | Yes | Urban | Yes | 7,100 | 0 | 60 | 3+ | Male | 1 | LP001238 | Y | 125 |
Graduate | No | Semiurban | No | 4,300 | 0 | 360 | 0 | Female | 0 | LP001241 | N | 136 |
Graduate | No | Urban | Yes | 3,208 | 3,066 | 360 | 0 | Male | 1 | LP001243 | Y | 172 |
Not Graduate | Yes | Semiurban | Yes | 1,875 | 1,875 | 360 | 2 | Male | 1 | LP001245 | Y | 97 |
Graduate | No | Semiurban | No | 3,500 | 0 | 300 | 0 | Male | 1 | LP001248 | Y | 81 |
Not Graduate | No | Semiurban | Yes | 4,755 | 0 | null | 3+ | Male | 0 | LP001250 | N | 95 |
Graduate | Yes | Semiurban | Yes | 5,266 | 1,774 | 360 | 3+ | Male | 1 | LP001253 | Y | 187 |
Graduate | No | Urban | No | 3,750 | 0 | 480 | 0 | Male | 1 | LP001255 | N | 113 |
Graduate | No | Urban | No | 3,750 | 4,750 | 360 | 0 | Male | 1 | LP001256 | N | 176 |
Graduate | Yes | Urban | Yes | 1,000 | 3,022 | 360 | 1 | Male | 1 | LP001259 | N | 110 |
Graduate | No | Semiurban | Yes | 3,167 | 4,000 | 300 | 3+ | Male | 0 | LP001263 | N | 180 |
Not Graduate | Yes | Semiurban | Yes | 3,333 | 2,166 | 360 | 3+ | Male | null | LP001264 | Y | 130 |
Graduate | No | Semiurban | No | 3,846 | 0 | 360 | 0 | Female | 1 | LP001265 | Y | 111 |
Graduate | Yes | Semiurban | Yes | 2,395 | 0 | 360 | 1 | Male | 1 | LP001266 | Y | null |
Graduate | No | Urban | Yes | 1,378 | 1,881 | 360 | 2 | Female | 1 | LP001267 | N | 167 |
Graduate | No | Semiurban | Yes | 6,000 | 2,250 | 360 | 0 | Male | null | LP001273 | N | 265 |
Graduate | No | Urban | Yes | 3,988 | 0 | 240 | 1 | Male | 1 | LP001275 | Y | 50 |
Graduate | No | Semiurban | No | 2,366 | 2,531 | 360 | 0 | Male | 1 | LP001279 | Y | 136 |
Not Graduate | No | Semiurban | Yes | 3,333 | 2,000 | 360 | 2 | Male | null | LP001280 | Y | 99 |
Graduate | No | Semiurban | Yes | 2,500 | 2,118 | 360 | 0 | Male | 1 | LP001282 | Y | 104 |
Graduate | No | Urban | No | 8,566 | 0 | 360 | 0 | Male | 1 | LP001289 | Y | 210 |
Graduate | No | Semiurban | Yes | 5,695 | 4,167 | 360 | 0 | Male | 1 | LP001310 | Y | 175 |
Graduate | No | Semiurban | Yes | 2,958 | 2,900 | 360 | 0 | Male | 1 | LP001316 | Y | 131 |
Graduate | No | Semiurban | Yes | 6,250 | 5,654 | 180 | 2 | Male | 1 | LP001318 | Y | 188 |
Not Graduate | No | Urban | Yes | 3,273 | 1,820 | 360 | 2 | Male | 1 | LP001319 | Y | 81 |
Graduate | No | Semiurban | No | 4,133 | 0 | 360 | 0 | Male | 1 | LP001322 | Y | 122 |
Not Graduate | No | Semiurban | No | 3,620 | 0 | 120 | 0 | Male | 1 | LP001325 | Y | 25 |
Graduate | Urban | No | 6,782 | 0 | 360 | 0 | Male | null | LP001326 | N | null |
|
Graduate | No | Semiurban | Yes | 2,484 | 2,302 | 360 | 0 | Female | 1 | LP001327 | Y | 137 |
Graduate | No | Semiurban | Yes | 1,977 | 997 | 360 | 0 | Male | 1 | LP001333 | Y | 50 |
Not Graduate | No | Semiurban | Yes | 4,188 | 0 | 180 | 0 | Male | 1 | LP001334 | Y | 115 |
Graduate | No | Semiurban | Yes | 1,759 | 3,541 | 360 | 0 | Male | 1 | LP001343 | Y | 131 |
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