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