Dataset Viewer
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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