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