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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
LP001964 | Male | Yes | 0 | Not Graduate | No | 1,800 | 2,934 | 93 | 360 | 0 | Urban | N |
LP001972 | Male | Yes | null | Not Graduate | No | 2,875 | 1,750 | 105 | 360 | 1 | Semiurban | Y |
LP001974 | Female | No | 0 | Graduate | No | 5,000 | 0 | 132 | 360 | 1 | Rural | Y |
LP001977 | Male | Yes | 1 | Graduate | No | 1,625 | 1,803 | 96 | 360 | 1 | Urban | Y |
LP001978 | Male | No | 0 | Graduate | No | 4,000 | 2,500 | 140 | 360 | 1 | Rural | Y |
LP001990 | Male | No | 0 | Not Graduate | No | 2,000 | 0 | null | 360 | 1 | Urban | N |
LP001993 | Female | No | 0 | Graduate | No | 3,762 | 1,666 | 135 | 360 | 1 | Rural | Y |
LP001994 | Female | No | 0 | Graduate | No | 2,400 | 1,863 | 104 | 360 | 0 | Urban | N |
LP001996 | Male | No | 0 | Graduate | No | 20,233 | 0 | 480 | 360 | 1 | Rural | N |
LP001998 | Male | Yes | 2 | Not Graduate | No | 7,667 | 0 | 185 | 360 | null | Rural | Y |
LP002002 | Female | No | 0 | Graduate | No | 2,917 | 0 | 84 | 360 | 1 | Semiurban | Y |
LP002004 | Male | No | 0 | Not Graduate | No | 2,927 | 2,405 | 111 | 360 | 1 | Semiurban | Y |
LP002006 | Female | No | 0 | Graduate | No | 2,507 | 0 | 56 | 360 | 1 | Rural | Y |
LP002008 | Male | Yes | 2 | Graduate | Yes | 5,746 | 0 | 144 | 84 | null | Rural | Y |
LP002024 | null | Yes | 0 | Graduate | No | 2,473 | 1,843 | 159 | 360 | 1 | Rural | N |
LP002031 | Male | Yes | 1 | Not Graduate | No | 3,399 | 1,640 | 111 | 180 | 1 | Urban | Y |
LP002035 | Male | Yes | 2 | Graduate | No | 3,717 | 0 | 120 | 360 | 1 | Semiurban | Y |
LP002036 | Male | Yes | 0 | Graduate | No | 2,058 | 2,134 | 88 | 360 | null | Urban | Y |
LP002043 | Female | No | 1 | Graduate | No | 3,541 | 0 | 112 | 360 | null | Semiurban | Y |
LP002050 | Male | Yes | 1 | Graduate | Yes | 10,000 | 0 | 155 | 360 | 1 | Rural | N |
LP002051 | Male | Yes | 0 | Graduate | No | 2,400 | 2,167 | 115 | 360 | 1 | Semiurban | Y |
LP002053 | Male | Yes | 3+ | Graduate | No | 4,342 | 189 | 124 | 360 | 1 | Semiurban | Y |
LP002054 | Male | Yes | 2 | Not Graduate | No | 3,601 | 1,590 | null | 360 | 1 | Rural | Y |
LP002055 | Female | No | 0 | Graduate | No | 3,166 | 2,985 | 132 | 360 | null | Rural | Y |
LP002065 | Male | Yes | 3+ | Graduate | No | 15,000 | 0 | 300 | 360 | 1 | Rural | Y |
LP002067 | Male | Yes | 1 | Graduate | Yes | 8,666 | 4,983 | 376 | 360 | 0 | Rural | N |
LP002068 | Male | No | 0 | Graduate | No | 4,917 | 0 | 130 | 360 | 0 | Rural | Y |
LP002082 | Male | Yes | 0 | Graduate | Yes | 5,818 | 2,160 | 184 | 360 | 1 | Semiurban | Y |
LP002086 | Female | Yes | 0 | Graduate | No | 4,333 | 2,451 | 110 | 360 | 1 | Urban | N |
LP002087 | Female | No | 0 | Graduate | No | 2,500 | 0 | 67 | 360 | 1 | Urban | Y |
LP002097 | Male | No | 1 | Graduate | No | 4,384 | 1,793 | 117 | 360 | 1 | Urban | Y |
LP002098 | Male | No | 0 | Graduate | No | 2,935 | 0 | 98 | 360 | 1 | Semiurban | Y |
LP002100 | Male | No | null | Graduate | No | 2,833 | 0 | 71 | 360 | 1 | Urban | Y |
LP002101 | Male | Yes | 0 | Graduate | null | 63,337 | 0 | 490 | 180 | 1 | Urban | Y |
LP002103 | null | Yes | 1 | Graduate | Yes | 9,833 | 1,833 | 182 | 180 | 1 | Urban | Y |
LP002106 | Male | Yes | null | Graduate | Yes | 5,503 | 4,490 | 70 | null | 1 | Semiurban | Y |
LP002110 | Male | Yes | 1 | Graduate | null | 5,250 | 688 | 160 | 360 | 1 | Rural | Y |
LP002112 | Male | Yes | 2 | Graduate | Yes | 2,500 | 4,600 | 176 | 360 | 1 | Rural | Y |
LP002113 | Female | No | 3+ | Not Graduate | No | 1,830 | 0 | null | 360 | 0 | Urban | N |
LP002114 | Female | No | 0 | Graduate | No | 4,160 | 0 | 71 | 360 | 1 | Semiurban | Y |
LP002115 | Male | Yes | 3+ | Not Graduate | No | 2,647 | 1,587 | 173 | 360 | 1 | Rural | N |
LP002116 | Female | No | 0 | Graduate | No | 2,378 | 0 | 46 | 360 | 1 | Rural | N |
LP002119 | Male | Yes | 1 | Not Graduate | No | 4,554 | 1,229 | 158 | 360 | 1 | Urban | Y |
LP002126 | Male | Yes | 3+ | Not Graduate | No | 3,173 | 0 | 74 | 360 | 1 | Semiurban | Y |
LP002128 | Male | Yes | 2 | Graduate | null | 2,583 | 2,330 | 125 | 360 | 1 | Rural | Y |
LP002129 | Male | Yes | 0 | Graduate | No | 2,499 | 2,458 | 160 | 360 | 1 | Semiurban | Y |
LP002130 | Male | Yes | null | Not Graduate | No | 3,523 | 3,230 | 152 | 360 | 0 | Rural | N |
LP002131 | Male | Yes | 2 | Not Graduate | No | 3,083 | 2,168 | 126 | 360 | 1 | Urban | Y |
LP002137 | Male | Yes | 0 | Graduate | No | 6,333 | 4,583 | 259 | 360 | null | Semiurban | Y |
LP002138 | Male | Yes | 0 | Graduate | No | 2,625 | 6,250 | 187 | 360 | 1 | Rural | Y |
LP002139 | Male | Yes | 0 | Graduate | No | 9,083 | 0 | 228 | 360 | 1 | Semiurban | Y |
LP002140 | Male | No | 0 | Graduate | No | 8,750 | 4,167 | 308 | 360 | 1 | Rural | N |
LP002141 | Male | Yes | 3+ | Graduate | No | 2,666 | 2,083 | 95 | 360 | 1 | Rural | Y |
LP002142 | Female | Yes | 0 | Graduate | Yes | 5,500 | 0 | 105 | 360 | 0 | Rural | N |
LP002143 | Female | Yes | 0 | Graduate | No | 2,423 | 505 | 130 | 360 | 1 | Semiurban | Y |
LP002144 | Female | No | null | Graduate | No | 3,813 | 0 | 116 | 180 | 1 | Urban | Y |
LP002149 | Male | Yes | 2 | Graduate | No | 8,333 | 3,167 | 165 | 360 | 1 | Rural | Y |
LP002151 | Male | Yes | 1 | Graduate | No | 3,875 | 0 | 67 | 360 | 1 | Urban | N |
LP002158 | Male | Yes | 0 | Not Graduate | No | 3,000 | 1,666 | 100 | 480 | 0 | Urban | N |
LP002160 | Male | Yes | 3+ | Graduate | No | 5,167 | 3,167 | 200 | 360 | 1 | Semiurban | Y |
LP002161 | Female | No | 1 | Graduate | No | 4,723 | 0 | 81 | 360 | 1 | Semiurban | N |
LP002170 | Male | Yes | 2 | Graduate | No | 5,000 | 3,667 | 236 | 360 | 1 | Semiurban | Y |
LP002175 | Male | Yes | 0 | Graduate | No | 4,750 | 2,333 | 130 | 360 | 1 | Urban | Y |
LP002178 | Male | Yes | 0 | Graduate | No | 3,013 | 3,033 | 95 | 300 | null | Urban | Y |
LP002180 | Male | No | 0 | Graduate | Yes | 6,822 | 0 | 141 | 360 | 1 | Rural | Y |
LP002181 | Male | No | 0 | Not Graduate | No | 6,216 | 0 | 133 | 360 | 1 | Rural | N |
LP002187 | Male | No | 0 | Graduate | No | 2,500 | 0 | 96 | 480 | 1 | Semiurban | N |
LP002188 | Male | No | 0 | Graduate | No | 5,124 | 0 | 124 | null | 0 | Rural | N |
LP002190 | Male | Yes | 1 | Graduate | No | 6,325 | 0 | 175 | 360 | 1 | Semiurban | Y |
LP002191 | Male | Yes | 0 | Graduate | No | 19,730 | 5,266 | 570 | 360 | 1 | Rural | N |
LP002194 | Female | No | 0 | Graduate | Yes | 15,759 | 0 | 55 | 360 | 1 | Semiurban | Y |
LP002197 | Male | Yes | 2 | Graduate | No | 5,185 | 0 | 155 | 360 | 1 | Semiurban | Y |
LP002201 | Male | Yes | 2 | Graduate | Yes | 9,323 | 7,873 | 380 | 300 | 1 | Rural | Y |
LP002205 | Male | No | 1 | Graduate | No | 3,062 | 1,987 | 111 | 180 | 0 | Urban | N |
LP002209 | Female | No | 0 | Graduate | null | 2,764 | 1,459 | 110 | 360 | 1 | Urban | Y |
LP002211 | Male | Yes | 0 | Graduate | No | 4,817 | 923 | 120 | 180 | 1 | Urban | Y |
LP002219 | Male | Yes | 3+ | Graduate | No | 8,750 | 4,996 | 130 | 360 | 1 | Rural | Y |
LP002223 | Male | Yes | 0 | Graduate | No | 4,310 | 0 | 130 | 360 | null | Semiurban | Y |
LP002224 | Male | No | 0 | Graduate | No | 3,069 | 0 | 71 | 480 | 1 | Urban | N |
LP002225 | Male | Yes | 2 | Graduate | No | 5,391 | 0 | 130 | 360 | 1 | Urban | Y |
LP002226 | Male | Yes | 0 | Graduate | null | 3,333 | 2,500 | 128 | 360 | 1 | Semiurban | Y |
LP002229 | Male | No | 0 | Graduate | No | 5,941 | 4,232 | 296 | 360 | 1 | Semiurban | Y |
LP002231 | Female | No | 0 | Graduate | No | 6,000 | 0 | 156 | 360 | 1 | Urban | Y |
LP002234 | Male | No | 0 | Graduate | Yes | 7,167 | 0 | 128 | 360 | 1 | Urban | Y |
LP002236 | Male | Yes | 2 | Graduate | No | 4,566 | 0 | 100 | 360 | 1 | Urban | N |
LP002237 | Male | No | 1 | Graduate | null | 3,667 | 0 | 113 | 180 | 1 | Urban | Y |
LP002239 | Male | No | 0 | Not Graduate | No | 2,346 | 1,600 | 132 | 360 | 1 | Semiurban | Y |
LP002243 | Male | Yes | 0 | Not Graduate | No | 3,010 | 3,136 | null | 360 | 0 | Urban | N |
LP002244 | Male | Yes | 0 | Graduate | No | 2,333 | 2,417 | 136 | 360 | 1 | Urban | Y |
LP002250 | Male | Yes | 0 | Graduate | No | 5,488 | 0 | 125 | 360 | 1 | Rural | Y |
LP002255 | Male | No | 3+ | Graduate | No | 9,167 | 0 | 185 | 360 | 1 | Rural | Y |
LP002262 | Male | Yes | 3+ | Graduate | No | 9,504 | 0 | 275 | 360 | 1 | Rural | Y |
LP002263 | Male | Yes | 0 | Graduate | No | 2,583 | 2,115 | 120 | 360 | null | Urban | Y |
LP002265 | Male | Yes | 2 | Not Graduate | No | 1,993 | 1,625 | 113 | 180 | 1 | Semiurban | Y |
LP002266 | Male | Yes | 2 | Graduate | No | 3,100 | 1,400 | 113 | 360 | 1 | Urban | Y |
LP002272 | Male | Yes | 2 | Graduate | No | 3,276 | 484 | 135 | 360 | null | Semiurban | Y |
LP002277 | Female | No | 0 | Graduate | No | 3,180 | 0 | 71 | 360 | 0 | Urban | N |
LP002281 | Male | Yes | 0 | Graduate | No | 3,033 | 1,459 | 95 | 360 | 1 | Urban | Y |
LP002284 | Male | No | 0 | Not Graduate | No | 3,902 | 1,666 | 109 | 360 | 1 | Rural | Y |
LP002287 | Female | No | 0 | Graduate | No | 1,500 | 1,800 | 103 | 360 | 0 | Semiurban | N |