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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