SK_ID_CURR
int64
100k
456k
TARGET
class label
2 classes
NAME_CONTRACT_TYPE
stringclasses
2 values
CODE_GENDER
stringclasses
3 values
FLAG_OWN_CAR
stringclasses
2 values
FLAG_OWN_REALTY
stringclasses
2 values
CNT_CHILDREN
int64
0
19
AMT_INCOME_TOTAL
float64
25.7k
117M
AMT_CREDIT
float64
45k
4.05M
AMT_ANNUITY
float64
1.62k
258k
AMT_GOODS_PRICE
float64
40.5k
4.05M
NAME_TYPE_SUITE
stringclasses
7 values
NAME_INCOME_TYPE
stringclasses
8 values
NAME_EDUCATION_TYPE
stringclasses
5 values
NAME_FAMILY_STATUS
stringclasses
6 values
NAME_HOUSING_TYPE
stringclasses
6 values
REGION_POPULATION_RELATIVE
float64
0
0.07
DAYS_BIRTH
int64
-25,229
-7,489
DAYS_EMPLOYED
int64
-17,912
365k
DAYS_REGISTRATION
float64
-24,672
0
DAYS_ID_PUBLISH
int64
-7,197
0
OWN_CAR_AGE
float64
0
91
FLAG_MOBIL
int64
0
1
FLAG_EMP_PHONE
int64
0
1
FLAG_WORK_PHONE
int64
0
1
FLAG_CONT_MOBILE
int64
0
1
FLAG_PHONE
int64
0
1
FLAG_EMAIL
int64
0
1
OCCUPATION_TYPE
stringclasses
18 values
CNT_FAM_MEMBERS
float64
1
20
REGION_RATING_CLIENT
int64
1
3
REGION_RATING_CLIENT_W_CITY
int64
1
3
WEEKDAY_APPR_PROCESS_START
stringclasses
7 values
HOUR_APPR_PROCESS_START
int64
0
23
REG_REGION_NOT_LIVE_REGION
int64
0
1
REG_REGION_NOT_WORK_REGION
int64
0
1
LIVE_REGION_NOT_WORK_REGION
int64
0
1
REG_CITY_NOT_LIVE_CITY
int64
0
1
REG_CITY_NOT_WORK_CITY
int64
0
1
LIVE_CITY_NOT_WORK_CITY
int64
0
1
ORGANIZATION_TYPE
stringlengths
3
22
EXT_SOURCE_1
float64
0.01
0.96
EXT_SOURCE_2
float64
0
0.86
EXT_SOURCE_3
float64
0
0.9
APARTMENTS_AVG
float64
0
1
BASEMENTAREA_AVG
float64
0
1
YEARS_BEGINEXPLUATATION_AVG
float64
0
1
YEARS_BUILD_AVG
float64
0
1
COMMONAREA_AVG
float64
0
1
ELEVATORS_AVG
float64
0
1
ENTRANCES_AVG
float64
0
1
FLOORSMAX_AVG
float64
0
1
FLOORSMIN_AVG
float64
0
1
LANDAREA_AVG
float64
0
1
LIVINGAPARTMENTS_AVG
float64
0
1
LIVINGAREA_AVG
float64
0
1
NONLIVINGAPARTMENTS_AVG
float64
0
1
NONLIVINGAREA_AVG
float64
0
1
APARTMENTS_MODE
float64
0
1
BASEMENTAREA_MODE
float64
0
1
YEARS_BEGINEXPLUATATION_MODE
float64
0
1
YEARS_BUILD_MODE
float64
0
1
COMMONAREA_MODE
float64
0
1
ELEVATORS_MODE
float64
0
1
ENTRANCES_MODE
float64
0
1
FLOORSMAX_MODE
float64
0
1
FLOORSMIN_MODE
float64
0
1
LANDAREA_MODE
float64
0
1
LIVINGAPARTMENTS_MODE
float64
0
1
LIVINGAREA_MODE
float64
0
1
NONLIVINGAPARTMENTS_MODE
float64
0
1
NONLIVINGAREA_MODE
float64
0
1
APARTMENTS_MEDI
float64
0
1
BASEMENTAREA_MEDI
float64
0
1
YEARS_BEGINEXPLUATATION_MEDI
float64
0
1
YEARS_BUILD_MEDI
float64
0
1
COMMONAREA_MEDI
float64
0
1
ELEVATORS_MEDI
float64
0
1
ENTRANCES_MEDI
float64
0
1
FLOORSMAX_MEDI
float64
0
1
FLOORSMIN_MEDI
float64
0
1
LANDAREA_MEDI
float64
0
1
LIVINGAPARTMENTS_MEDI
float64
0
1
LIVINGAREA_MEDI
float64
0
1
NONLIVINGAPARTMENTS_MEDI
float64
0
1
NONLIVINGAREA_MEDI
float64
0
1
FONDKAPREMONT_MODE
stringclasses
4 values
HOUSETYPE_MODE
stringclasses
3 values
TOTALAREA_MODE
float64
0
1
WALLSMATERIAL_MODE
stringclasses
7 values
EMERGENCYSTATE_MODE
stringclasses
2 values
OBS_30_CNT_SOCIAL_CIRCLE
float64
0
348
DEF_30_CNT_SOCIAL_CIRCLE
float64
0
34
OBS_60_CNT_SOCIAL_CIRCLE
float64
0
344
DEF_60_CNT_SOCIAL_CIRCLE
float64
0
24
DAYS_LAST_PHONE_CHANGE
float64
-4,292
0
FLAG_DOCUMENT_2
int64
0
1
FLAG_DOCUMENT_3
int64
0
1
FLAG_DOCUMENT_4
int64
0
1
FLAG_DOCUMENT_5
int64
0
1
FLAG_DOCUMENT_6
int64
0
1
FLAG_DOCUMENT_7
int64
0
1
FLAG_DOCUMENT_8
int64
0
1
FLAG_DOCUMENT_9
int64
0
1
FLAG_DOCUMENT_10
int64
0
1
FLAG_DOCUMENT_11
int64
0
1
FLAG_DOCUMENT_12
int64
0
1
FLAG_DOCUMENT_13
int64
0
1
FLAG_DOCUMENT_14
int64
0
1
FLAG_DOCUMENT_15
int64
0
1
FLAG_DOCUMENT_16
int64
0
1
FLAG_DOCUMENT_17
int64
0
1
FLAG_DOCUMENT_18
int64
0
1
FLAG_DOCUMENT_19
int64
0
1
FLAG_DOCUMENT_20
int64
0
1
FLAG_DOCUMENT_21
int64
0
1
AMT_REQ_CREDIT_BUREAU_HOUR
float64
0
4
AMT_REQ_CREDIT_BUREAU_DAY
float64
0
9
AMT_REQ_CREDIT_BUREAU_WEEK
float64
0
8
AMT_REQ_CREDIT_BUREAU_MON
float64
0
27
AMT_REQ_CREDIT_BUREAU_QRT
float64
0
261
AMT_REQ_CREDIT_BUREAU_YEAR
float64
0
25
456,133
00
Cash loans
M
N
Y
0
67,500
47,970
5,296.5
45,000
Unaccompanied
State servant
Secondary / secondary special
Married
House / apartment
0.035792
-14,698
-1,420
-3,338
-4,404
null
1
1
0
1
0
0
Core staff
2
2
2
FRIDAY
9
0
0
0
0
0
0
Government
0.264599
0.684615
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
5
0
5
0
-1,386
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
null
null
null
null
null
null
456,134
00
Cash loans
F
Y
Y
0
135,000
1,718,473.5
47,385
1,345,500
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.025164
-18,980
365,243
-245
-2,513
9
1
0
0
1
0
0
null
2
2
2
FRIDAY
8
0
0
0
0
0
0
XNA
null
0.26652
0.357293
0.0825
0.0604
0.9742
0.6464
0.141
0
0.1379
0.1667
0.0417
0.0458
0.0664
0.0619
0.0039
0.0022
0.084
0.0627
0.9742
0.6602
0.1423
0
0.1379
0.1667
0.0417
0.0468
0.0725
0.0645
0.0039
0.0024
0.0833
0.0604
0.9742
0.6511
0.1419
0
0.1379
0.1667
0.0417
0.0466
0.0676
0.0631
0.0039
0.0023
reg oper account
block of flats
0.0492
Stone, brick
No
0
0
0
0
-1,695
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
456,135
00
Revolving loans
F
N
Y
0
157,500
382,500
19,125
382,500
Unaccompanied
Pensioner
Secondary / secondary special
Widow
House / apartment
0.028663
-22,554
365,243
-60
-4,051
null
1
0
0
1
0
0
null
1
2
2
TUESDAY
14
0
0
0
0
0
0
XNA
null
0.165364
0.644679
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-633
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6
456,136
00
Cash loans
F
N
Y
0
270,000
254,700
14,751
225,000
Unaccompanied
Commercial associate
Secondary / secondary special
Widow
House / apartment
0.032561
-24,185
-2,962
-6,595
-4,198
null
1
1
0
1
0
0
Managers
1
1
1
SATURDAY
11
0
0
0
0
0
0
School
0.8742
0.794105
0.723837
0.0474
0
0.9727
0.626
0.0069
0
0.1034
0.0833
0.125
0
0.0328
0.0246
0.027
0.0395
0.0483
0
0.9727
0.6406
0.007
0
0.1034
0.0833
0.125
0
0.0358
0.0256
0.0272
0.0418
0.0479
0
0.9727
0.631
0.0069
0
0.1034
0.0833
0.125
0
0.0333
0.025
0.0272
0.0403
reg oper account
block of flats
0.0317
Stone, brick
No
0
0
0
0
-2,897
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
3
456,137
00
Cash loans
F
N
Y
0
190,350
675,000
21,906
675,000
Unaccompanied
Pensioner
Lower secondary
Single / not married
House / apartment
0.0228
-20,839
365,243
-13,162
-4,281
null
1
0
0
1
0
0
null
1
2
2
THURSDAY
8
0
0
0
0
0
0
XNA
null
0.690215
0.303146
0.0082
null
null
null
null
null
0.0345
0.0417
null
null
null
0.0062
null
null
0.0084
null
null
null
null
null
0.0345
0.0417
null
null
null
0.0061
null
null
0.0083
null
null
null
null
null
0.0345
0.0417
null
null
null
0.0063
null
null
null
block of flats
0.0051
null
No
0
0
0
0
-609
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
456,138
00
Cash loans
M
N
Y
0
49,500
432,661.5
26,419.5
373,500
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.006629
-20,411
365,243
-9,617
-2,453
null
1
0
0
1
0
0
null
2
2
2
FRIDAY
7
0
0
0
1
0
0
XNA
null
0.310433
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
2
0
2
0
-391
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
456,139
00
Cash loans
F
N
Y
0
90,000
203,760
13,747.5
180,000
Unaccompanied
Pensioner
Secondary / secondary special
Widow
House / apartment
0.019689
-23,340
365,243
-7,902
-3,982
null
1
0
0
1
1
0
null
1
2
2
MONDAY
14
0
0
0
0
0
0
XNA
null
0.19454
0.484851
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1
1
1
1
-1,696
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
456,140
11
Cash loans
F
Y
Y
1
261,000
711,454.5
47,673
643,500
Spouse, partner
Commercial associate
Higher education
Married
House / apartment
0.01885
-11,407
-1,641
-9,288
-2,923
4
1
1
0
1
0
0
Sales staff
3
2
2
MONDAY
18
0
0
0
0
0
0
Self-employed
0.766549
0.696695
0.624615
0.0722
0.0604
0.9871
0.8232
0.0084
0
0.1379
0.1667
0.2083
0.0186
0.0588
0.0519
0
0
0.0735
0.0627
0.9871
0.8301
0.0085
0
0.1379
0.1667
0.2083
0.0191
0.0643
0.0541
0
0
0.0729
0.0604
0.9871
0.8256
0.0085
0
0.1379
0.1667
0.2083
0.019
0.0599
0.0528
0
0
reg oper account
block of flats
0.0454
Panel
No
3
2
3
1
-572
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
456,141
00
Cash loans
F
Y
Y
1
112,500
237,024
18,855
180,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.030755
-14,975
-7,927
-5,111
-5,116
3
1
1
0
1
0
0
Medicine staff
3
2
2
WEDNESDAY
9
0
0
0
0
0
0
Medicine
0.345967
0.665586
0.605836
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-617
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
2
456,142
00
Cash loans
F
N
N
1
360,000
1,417,185
39,100.5
1,237,500
Unaccompanied
Working
Higher education
Single / not married
House / apartment
0.018029
-14,010
-1,187
-4,776
-4,796
null
1
1
1
1
0
0
Core staff
2
3
3
FRIDAY
11
0
0
0
0
1
1
School
0.657671
0.557887
0.477649
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
3
0
3
0
-1,285
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
456,143
11
Cash loans
F
N
Y
0
85,500
180,000
8,059.5
180,000
Unaccompanied
Working
Secondary / secondary special
Separated
House / apartment
0.010966
-15,520
-1,592
-6,253
-4,306
null
1
1
1
1
0
0
null
1
2
2
FRIDAY
13
0
0
0
0
0
0
Other
null
0.003404
0.286652
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
3
0
2
0
-1,697
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
456,144
00
Cash loans
F
N
Y
0
65,250
123,637.5
8,734.5
112,500
Unaccompanied
Commercial associate
Secondary / secondary special
Civil marriage
House / apartment
0.00702
-14,483
-976
-8,617
-4,389
null
1
1
1
1
1
1
null
2
2
2
WEDNESDAY
12
0
0
0
0
0
0
Business Entity Type 3
0.712351
0.551659
null
0.0619
0.0873
0.9836
0.7756
0.0844
0.16
0.1379
0.1667
0.2083
0.0571
0.0504
0.0321
0
0
0.063
0.0906
0.9836
0.7844
0.0851
0.1611
0.1379
0.1667
0.2083
0.0584
0.0551
0.0334
0
0
0.0625
0.0873
0.9836
0.7786
0.0849
0.16
0.1379
0.1667
0.2083
0.0581
0.0513
0.0327
0
0
reg oper spec account
block of flats
0.2206
Stone, brick
No
4
0
4
0
-1,723
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
456,145
00
Cash loans
F
N
N
0
162,000
900,000
29,034
900,000
Unaccompanied
Commercial associate
Higher education
Married
With parents
0.026392
-10,592
-2,189
-1,412
-2,208
null
1
1
0
1
1
0
null
2
2
2
MONDAY
10
0
0
0
0
0
0
Business Entity Type 3
0.371031
0.705375
0.652897
0.2186
0.1509
0.9866
null
null
0.24
0.2069
0.3333
null
null
null
0.2257
null
0.0294
0.2227
0.1565
0.9866
null
null
0.2417
0.2069
0.3333
null
null
null
0.2351
null
0.0311
0.2207
0.1509
0.9866
null
null
0.24
0.2069
0.3333
null
null
null
0.2297
null
0.03
null
block of flats
0.1839
Stone, brick
No
0
0
0
0
-1,519
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
456,146
00
Cash loans
F
N
Y
0
99,000
269,550
14,242.5
225,000
Spouse, partner
Working
Secondary / secondary special
Married
House / apartment
0.030755
-16,054
-9,501
-391
-4,342
null
1
1
1
1
1
0
Core staff
2
2
2
WEDNESDAY
10
0
0
0
0
0
0
School
0.682609
0.669174
0.665855
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-2,852
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
456,147
00
Cash loans
F
Y
Y
2
90,000
1,078,200
31,653
900,000
Family
Commercial associate
Secondary / secondary special
Married
House / apartment
0.003069
-14,010
-1,533
-3,427
-4,168
13
1
1
0
1
0
0
Laborers
4
3
3
FRIDAY
12
0
0
0
0
1
1
Business Entity Type 3
null
0.443849
0.678568
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
2
0
2
0
-1,193
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
456,148
00
Cash loans
M
Y
Y
0
180,000
589,045.5
30,204
508,500
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.00823
-17,048
-1,471
-9,633
-578
6
1
1
0
1
0
0
Drivers
2
2
2
SATURDAY
12
0
0
0
0
0
0
Business Entity Type 3
null
0.162231
0.835777
0.0639
0.0585
0.9752
null
null
0
0.1034
0.1667
null
0.0421
null
0.0513
null
0
0.0651
0.0607
0.9752
null
null
0
0.1034
0.1667
null
0.0431
null
0.0535
null
0
0.0645
0.0585
0.9752
null
null
0
0.1034
0.1667
null
0.0429
null
0.0523
null
0
null
block of flats
0.0404
Panel
No
1
0
1
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
456,149
00
Cash loans
F
Y
Y
0
90,000
327,024
21,982.5
270,000
Unaccompanied
Working
Secondary / secondary special
Single / not married
House / apartment
0.020713
-11,478
-1,056
-5,400
-3,733
20
1
1
0
1
0
0
High skill tech staff
1
3
3
SATURDAY
9
0
0
0
0
0
0
Transport: type 3
0.347266
0.359983
0.678568
null
null
0.9598
null
null
null
0.069
0.0417
null
0
null
0.0125
null
null
null
null
0.9598
null
null
null
0.069
0.0417
null
0
null
0.013
null
null
null
null
0.9598
null
null
null
0.069
0.0417
null
0
null
0.0127
null
null
null
block of flats
0.0106
Wooden
Yes
5
2
5
2
-955
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
456,150
00
Cash loans
F
N
N
0
90,000
270,000
16,645.5
270,000
Unaccompanied
Pensioner
Secondary / secondary special
Separated
House / apartment
0.018209
-20,768
365,243
-12,176
-4,307
null
1
0
0
1
0
0
null
1
3
3
SUNDAY
7
0
0
0
0
0
0
XNA
null
0.31983
0.617826
0.0835
0.0295
0.9826
0.762
0
0
0.0345
0.1667
0.2083
0.0321
0.0664
0.0286
0.0077
0.0164
0.0851
0.0307
0.9826
0.7713
0
0
0.0345
0.1667
0.2083
0.0328
0.0725
0.0298
0.0078
0.0173
0.0843
0.0295
0.9826
0.7652
0
0
0.0345
0.1667
0.2083
0.0326
0.0676
0.0291
0.0078
0.0167
reg oper account
block of flats
0.026
Stone, brick
No
4
0
4
0
-1,746
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6
456,151
00
Cash loans
F
N
N
0
90,000
369,720
22,747.5
292,500
Unaccompanied
Working
Higher education
Married
House / apartment
0.031329
-15,450
-4,406
-1,816
-3,059
null
1
1
0
1
0
0
Sales staff
2
2
2
FRIDAY
11
0
0
0
0
0
0
Self-employed
0.682714
0.499351
0.591977
0.0381
0.0385
0.9697
0.5852
0.0253
0
0.1034
0.125
0.1667
0.2498
0.0269
0.02
0.0193
0.0464
0.0389
0.04
0.9697
0.6014
0.0256
0
0.1034
0.125
0.1667
0.2555
0.0294
0.0209
0.0195
0.0492
0.0385
0.0385
0.9697
0.5907
0.0255
0
0.1034
0.125
0.1667
0.2542
0.0274
0.0204
0.0194
0.0474
reg oper account
block of flats
0.0397
Stone, brick
No
9
0
9
0
-2,508
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
8
456,152
00
Revolving loans
F
N
N
1
112,500
450,000
22,500
450,000
Unaccompanied
Working
Higher education
Married
House / apartment
0.007114
-12,263
-4,095
-6,407
-3,351
null
1
1
0
1
0
0
Medicine staff
3
2
2
MONDAY
17
0
0
0
0
0
0
Kindergarten
0.598464
0.619409
0.4171
0.1021
0.0824
0.9871
0.8232
null
0.12
0.1034
0.3333
0.375
null
0.0807
null
0.0232
0.0602
0.104
0.0855
0.9871
0.8301
null
0.1208
0.1034
0.3333
0.375
null
0.0882
null
0.0233
0.0638
0.1031
0.0824
0.9871
0.8256
null
0.12
0.1034
0.3333
0.375
null
0.0821
null
0.0233
0.0615
reg oper account
block of flats
0.0897
Panel
No
0
0
0
0
-1,195
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
3
456,153
00
Cash loans
F
N
N
0
157,500
1,282,500
48,847.5
1,282,500
Unaccompanied
Pensioner
Higher education
Civil marriage
House / apartment
0.030755
-22,672
365,243
-8,334
-4,924
null
1
0
0
1
0
0
null
2
2
2
MONDAY
19
0
0
0
0
0
0
XNA
null
0.710066
0.497469
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-2,054
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
456,154
00
Cash loans
M
Y
Y
0
157,500
144,000
9,751.5
144,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.0105
-18,139
-688
-2,899
-1,697
1
1
1
0
1
0
0
null
2
3
3
SATURDAY
12
0
0
0
0
1
1
Industry: type 4
null
0.333707
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1
0
1
0
-282
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
456,155
00
Cash loans
F
N
Y
0
202,500
1,971,072
68,643
1,800,000
Family
Pensioner
Higher education
Married
House / apartment
0.008575
-22,802
365,243
-8,689
-5,049
null
1
0
0
1
1
0
null
2
2
2
FRIDAY
14
0
0
0
0
0
0
XNA
0.7244
0.668457
0.73802
0.1041
0.0857
0.9901
0.83
0.0516
0.1464
0.1262
0.375
0.375
0.0807
0.1631
0.0733
0.0039
0.0668
0.0557
0
0.9876
0.8367
0.0521
0.0403
0.0345
0.375
0.375
0
0.1781
0
0.0039
0
0.0583
0.0857
0.9906
0.8323
0.052
0.16
0.1379
0.375
0.375
0.0821
0.1659
0.0857
0.0039
0.0682
reg oper account
block of flats
0.1871
Stone, brick
No
4
0
4
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
456,156
00
Cash loans
M
N
N
0
90,000
119,448
7,632
94,500
Unaccompanied
Working
Secondary / secondary special
Single / not married
House / apartment
0.02461
-18,324
-1,127
-9,807
-1,855
null
1
1
0
1
1
0
null
1
2
2
WEDNESDAY
17
0
0
0
0
0
0
Transport: type 4
0.323674
0.134254
0.644679
0.1485
0.0935
0.9861
null
null
0.16
0.1379
0.3333
null
0.0831
null
0.1507
null
0
0.1513
0.097
0.9861
null
null
0.1611
0.1379
0.3333
null
0.085
null
0.157
null
0
0.1499
0.0935
0.9861
null
null
0.16
0.1379
0.3333
null
0.0846
null
0.1534
null
0
null
block of flats
0.1366
Panel
No
5
0
5
0
-1,366
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
456,157
00
Cash loans
F
N
Y
0
193,500
284,400
16,326
225,000
Unaccompanied
Pensioner
Higher education
Civil marriage
House / apartment
0.019101
-23,922
365,243
-6,338
-4,139
null
1
0
0
1
0
0
null
2
2
2
SATURDAY
9
0
0
0
0
0
0
XNA
null
0.715572
0.431192
0.0351
0
0.9816
null
null
0
0.069
0.0833
null
0.0105
null
0.0124
null
0
0.0357
0
0.9816
null
null
0
0.069
0.0833
null
0.0107
null
0.013
null
0
0.0354
0
0.9816
null
null
0
0.069
0.0833
null
0.0106
null
0.0127
null
0
null
block of flats
0.0138
Stone, brick
No
0
0
0
0
-561
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
4
456,158
00
Revolving loans
M
Y
Y
2
234,000
450,000
22,500
450,000
Unaccompanied
Commercial associate
Secondary / secondary special
Married
House / apartment
0.0228
-11,943
-3,214
-5,994
-3,520
7
1
1
0
1
0
0
Drivers
4
2
2
FRIDAY
13
0
1
1
0
1
1
Industry: type 9
0.216368
0.414246
0.384207
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-1,911
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
456,159
00
Cash loans
F
N
Y
0
112,500
518,562
25,078.5
463,500
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.019689
-21,259
365,243
-5,305
-4,213
null
1
0
0
1
0
0
null
2
2
2
MONDAY
10
0
0
0
0
0
0
XNA
null
0.220484
0.387625
0.0124
0
0.9692
0.5784
0.0015
0
0.069
0.0417
0.0833
0.0473
0.0101
0.0124
0
0
0.0126
0
0.9692
0.5949
0.0016
0
0.069
0.0417
0.0833
0.0484
0.011
0.013
0
0
0.0125
0
0.9692
0.584
0.0016
0
0.069
0.0417
0.0833
0.0482
0.0103
0.0127
0
0
reg oper account
block of flats
0.0108
Block
No
2
1
2
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
4
456,160
00
Cash loans
F
Y
Y
0
270,000
1,298,970
46,786.5
1,147,500
Family
State servant
Secondary / secondary special
Married
House / apartment
0.01885
-19,351
-875
-3,146
-2,906
21
1
1
0
1
0
1
Cleaning staff
2
2
2
SATURDAY
9
0
0
0
0
0
0
Business Entity Type 3
0.475918
0.577996
0.78988
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-2,040
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
456,161
00
Cash loans
F
N
N
0
270,000
1,262,583
40,860
1,102,500
Unaccompanied
Working
Higher education
Single / not married
House / apartment
0.025164
-15,164
-4,678
-325
-4,267
null
1
1
1
1
1
0
null
1
2
2
FRIDAY
16
0
0
0
0
0
0
Other
0.662429
0.645418
0.51009
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
12
0
12
0
-1,469
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6
456,162
00
Cash loans
F
N
N
0
112,500
700,830
22,738.5
585,000
Unaccompanied
Working
Incomplete higher
Single / not married
House / apartment
0.019689
-8,676
-813
-4,163
-1,363
null
1
1
1
1
0
0
Core staff
1
2
2
FRIDAY
17
0
0
0
1
1
0
Trade: type 2
null
0.699373
0.171468
0.0619
0.0302
0.9762
0.6736
0.0055
0
0.1034
0.1667
0.0417
0
0.0504
0.0507
0
0
0.063
0.0313
0.9762
0.6864
0.0055
0
0.1034
0.1667
0.0417
0
0.0551
0.0528
0
0
0.0625
0.0302
0.9762
0.678
0.0055
0
0.1034
0.1667
0.0417
0
0.0513
0.0516
0
0
reg oper account
block of flats
0.0399
Block
No
0
0
0
0
-589
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
456,163
00
Cash loans
F
N
Y
0
135,000
170,640
11,034
135,000
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.035792
-21,755
365,243
-2,567
-5,031
null
1
0
0
1
0
0
null
2
2
2
MONDAY
10
0
0
0
0
0
0
XNA
0.890056
0.355126
0.363945
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-2,562
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
456,164
00
Cash loans
F
N
N
1
112,500
334,152
18,256.5
270,000
Unaccompanied
Working
Secondary / secondary special
Single / not married
With parents
0.0228
-8,146
-1,197
-2,827
-813
null
1
1
1
1
0
0
null
2
2
2
WEDNESDAY
10
0
0
0
0
1
1
Business Entity Type 3
0.234345
0.203856
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-1,101
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
null
null
null
null
null
null
456,165
00
Cash loans
M
N
Y
0
135,000
840,951
42,934.5
679,500
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.009175
-18,146
-379
-10,348
-1,691
null
1
1
1
1
0
0
Drivers
2
2
2
SUNDAY
9
0
0
0
0
1
1
Agriculture
0.550233
0.655284
0.235311
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1
0
1
0
-124
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
456,171
11
Cash loans
M
N
Y
0
50,400
113,760
7,731
90,000
Unaccompanied
Pensioner
Lower secondary
Single / not married
Municipal apartment
0.031329
-10,873
365,243
-4,074
-2,309
null
1
0
0
1
0
0
null
1
2
2
WEDNESDAY
7
0
0
0
0
0
0
XNA
0.149808
0.182723
0.434733
0.0278
0.0524
0.9846
0.7892
0.0035
0
0.1034
0.0833
0.0417
0
0.0227
0.0252
0
0
0.0284
0.0543
0.9846
0.7975
0.0035
0
0.1034
0.0833
0.0417
0
0.0248
0.0262
0
0
0.0281
0.0524
0.9846
0.792
0.0035
0
0.1034
0.0833
0.0417
0
0.0231
0.0256
0
0
reg oper account
block of flats
0.0217
Panel
No
0
0
0
0
-170
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
456,172
00
Cash loans
F
Y
Y
0
76,500
163,098
16,015.5
153,000
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.018801
-21,027
365,243
-2,653
-4,509
10
1
0
0
1
1
0
null
2
2
2
THURSDAY
11
0
0
0
0
0
0
XNA
null
0.092283
0.739412
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-1,121
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
456,173
00
Cash loans
M
Y
Y
0
189,000
675,000
19,737
675,000
Unaccompanied
Working
Higher education
Married
House / apartment
0.025164
-14,473
-2,529
-693
-5,129
2
1
1
1
1
1
0
Managers
2
2
2
WEDNESDAY
14
0
0
0
0
0
0
Business Entity Type 3
null
0.631091
0.680139
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-2,248
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
456,174
00
Cash loans
F
N
N
2
135,000
215,640
17,064
180,000
Spouse, partner
Working
Secondary / secondary special
Married
House / apartment
0.01885
-11,274
-798
-2,160
-2,222
null
1
1
0
1
0
0
Sales staff
4
2
2
FRIDAY
15
0
0
0
1
1
0
Self-employed
0.306679
0.662811
0.783832
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
6
0
6
0
-2,265
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
456,175
00
Cash loans
F
Y
Y
0
81,000
180,000
12,658.5
180,000
Unaccompanied
Working
Secondary / secondary special
Single / not married
House / apartment
0.015221
-21,906
-2,638
-504
-4,108
16
1
1
0
1
1
0
Cleaning staff
1
2
2
TUESDAY
13
0
0
0
0
0
0
Other
null
0.622929
0.689479
0.0918
0.0987
0.9786
0.7076
0.012
0
0.2069
0.1667
0.2083
0.116
0.0748
0.0863
0.0039
0.0216
0.0935
0.1025
0.9786
0.719
0.0121
0
0.2069
0.1667
0.2083
0.1186
0.0817
0.0899
0.0039
0.0229
0.0926
0.0987
0.9786
0.7115
0.0121
0
0.2069
0.1667
0.2083
0.118
0.0761
0.0879
0.0039
0.0221
reg oper account
block of flats
0.0961
Panel
No
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1
456,176
11
Cash loans
M
N
Y
0
171,000
1,436,850
42,142.5
1,125,000
Unaccompanied
State servant
Incomplete higher
Single / not married
House / apartment
0.032561
-11,275
-3,085
-11,275
-3,941
null
1
1
0
1
1
0
Core staff
1
1
1
TUESDAY
16
0
0
0
0
0
0
Other
0.42425
0.727863
0.392774
0.1402
0.2661
0.9454
0.252
0.078
0.4
0.6552
0.25
0.25
0.0832
0.0891
0.2546
0.1158
0.3882
0.1429
0.2762
0.9454
0.2813
0.0787
0.4028
0.6552
0.25
0.25
0.0851
0.0973
0.2653
0.1167
0.4109
0.1416
0.2661
0.9454
0.262
0.0785
0.4
0.6552
0.25
0.25
0.0846
0.0906
0.2592
0.1165
0.3963
not specified
block of flats
0.3273
Stone, brick
No
5
1
5
0
-834
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2
456,177
00
Cash loans
M
N
Y
0
247,500
900,000
50,386.5
900,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.010006
-11,368
-1,889
-417
-414
null
1
1
0
1
0
0
Managers
2
2
2
TUESDAY
9
0
0
0
0
0
0
Business Entity Type 3
null
0.716767
0.401407
0.2165
0.1856
0.9901
0.864
0
0.24
0.2069
0.3333
0.375
0.054
0.1765
0.2677
0
0.0008
0.2206
0.1926
0.9901
0.8693
0
0.2417
0.2069
0.3333
0.375
0.0552
0.1928
0.2789
0
0.0009
0.2186
0.1856
0.9901
0.8658
0
0.24
0.2069
0.3333
0.375
0.055
0.1796
0.2725
0
0.0008
reg oper account
block of flats
0.2582
Panel
No
1
0
1
0
-15
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
456,178
00
Cash loans
F
N
Y
0
440,100
713,889
45,751.5
661,500
Unaccompanied
Commercial associate
Higher education
Married
House / apartment
0.072508
-18,047
-1,886
-3,146
-1,532
null
1
1
0
1
1
0
Managers
2
1
1
MONDAY
17
0
0
0
0
0
0
Business Entity Type 3
0.794982
0.653572
null
0.4845
0.1822
0.9945
0.9252
0
0.56
0.2414
0.6667
0
0
0.395
0.6005
0
0.017
0.4937
0.1891
0.9945
0.9281
0
0.5639
0.2414
0.6667
0
0
0.4316
0.6257
0
0.018
0.4892
0.1822
0.9945
0.9262
0
0.56
0.2414
0.6667
0
0
0.4019
0.6113
0
0.0174
reg oper spec account
block of flats
0.482
Panel
No
0
0
0
0
-406
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
null
null
null
null
null
null
456,179
00
Cash loans
F
N
Y
0
126,000
254,700
24,939
225,000
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.018209
-24,857
365,243
-12,253
-4,801
null
1
0
0
1
0
0
null
2
3
3
MONDAY
8
0
0
0
0
0
0
XNA
null
0.500401
0.549597
0.0722
0.082
0.9801
0.728
0.0336
0
0.1379
0.1667
0.2083
0
0.0588
0.0659
0
0
0.0735
0.0851
0.9801
0.7387
0.0339
0
0.1379
0.1667
0.2083
0
0.0643
0.0686
0
0
0.0729
0.082
0.9801
0.7316
0.0338
0
0.1379
0.1667
0.2083
0
0.0599
0.0671
0
0
reg oper account
block of flats
0.0702
Stone, brick
No
0
0
0
0
-1,582
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6
456,180
00
Cash loans
M
Y
Y
1
135,000
90,000
9,580.5
90,000
Family
Working
Secondary / secondary special
Married
House / apartment
0.026392
-15,921
-2,175
-6,233
-4,242
3
1
1
1
1
1
0
Managers
3
2
2
FRIDAY
12
0
0
0
0
0
0
Emergency
0.541523
0.511092
0.683269
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-1,406
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
456,181
00
Cash loans
F
N
N
0
76,500
1,240,614
44,559
1,111,500
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.016612
-17,060
365,243
-4,388
-609
null
1
0
0
1
0
0
null
2
2
2
THURSDAY
16
0
0
0
0
0
0
XNA
null
0.683457
0.574447
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-105
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
456,182
00
Revolving loans
F
N
Y
2
90,000
270,000
13,500
270,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.018634
-13,959
-2,190
-3,932
-4,562
null
1
1
0
1
0
0
null
4
2
2
TUESDAY
12
0
0
0
0
0
0
Self-employed
0.523651
0.452707
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
6
0
6
0
-414
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
456,183
00
Cash loans
F
Y
Y
0
180,000
990,000
42,075
990,000
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.010147
-21,685
365,243
-14,150
-4,784
30
1
0
0
1
0
0
null
2
2
2
THURSDAY
9
0
0
0
0
0
0
XNA
0.851707
0.268981
0.39622
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-344
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
456,184
11
Cash loans
M
N
N
0
270,000
900,000
40,671
900,000
Unaccompanied
Working
Secondary / secondary special
Single / not married
House / apartment
0.010006
-10,130
-1,290
-1,862
-2,772
null
1
1
0
1
0
0
Drivers
1
2
1
FRIDAY
14
0
0
0
0
0
0
Construction
null
0.348737
null
0.0928
0.0931
0.9841
0.7824
0.0443
0
0.2069
0.1667
0.2083
0.0895
0.0756
0.0809
0
0
0.0945
0.0966
0.9841
0.7909
0.0447
0
0.2069
0.1667
0.2083
0.0916
0.0826
0.0843
0
0
0.0937
0.0931
0.9841
0.7853
0.0446
0
0.2069
0.1667
0.2083
0.0911
0.077
0.0824
0
0
reg oper account
block of flats
0.0879
Panel
No
0
0
0
0
-243
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
null
null
null
null
null
null
456,185
00
Cash loans
F
N
Y
0
135,000
528,633
22,527
472,500
Family
Working
Secondary / secondary special
Married
House / apartment
0.019101
-11,193
-4,606
-2,769
-2,769
null
1
1
0
1
0
0
null
2
2
2
WEDNESDAY
13
0
0
0
0
1
1
Trade: type 7
null
0.60016
0.621226
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-1,023
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
3
456,186
11
Cash loans
M
N
N
1
207,000
450,000
32,746.5
450,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.020246
-9,918
-3,048
-8,507
-2,580
null
1
1
1
1
0
0
Laborers
3
3
3
MONDAY
16
0
0
0
0
0
0
Business Entity Type 3
0.073452
0.329708
0.360613
0.0351
0.0207
0.9776
0.694
0.0112
0.02
0.069
0.2292
0.2708
0.0425
0.0286
0.0333
0
0
0.0189
0
0.9578
0.4446
0.0113
0
0.0345
0.0833
0.125
0.0323
0.0165
0.0249
0
0
0.0354
0.0207
0.9776
0.6981
0.0113
0.02
0.069
0.2292
0.2708
0.0433
0.0291
0.0339
0
0
reg oper account
block of flats
0.0188
Stone, brick
No
0
0
0
0
-324
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
456,187
00
Cash loans
M
Y
Y
1
315,000
1,175,314.5
38,974.5
1,053,000
Unaccompanied
Working
Incomplete higher
Married
House / apartment
0.018801
-16,329
-3,389
-8,850
-4,351
15
1
1
0
1
0
0
Sales staff
3
2
2
SATURDAY
13
0
0
0
0
0
0
Business Entity Type 3
0.637365
0.599436
0.306202
0.1227
0.1206
0.9791
0.7144
null
null
0.2759
0.1667
0.0417
0.1009
0.1
0.0641
null
0.1457
0.125
0.1252
0.9791
0.7256
null
null
0.2759
0.1667
0.0417
0.1032
0.1093
0.0667
null
0.1543
0.1239
0.1206
0.9791
0.7182
null
null
0.2759
0.1667
0.0417
0.1027
0.1018
0.0652
null
0.1488
org spec account
block of flats
0.0821
Panel
No
1
1
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
456,188
00
Cash loans
F
N
Y
0
54,000
315,000
21,924
315,000
Unaccompanied
Pensioner
Secondary / secondary special
Widow
Municipal apartment
0.006207
-20,362
365,243
-9,841
-3,631
null
1
0
0
1
1
0
null
1
2
2
WEDNESDAY
10
0
0
0
0
0
0
XNA
0.764561
0.312168
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1
0
1
0
-2,950
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
null
null
null
null
null
null
456,190
00
Cash loans
M
Y
N
1
450,000
545,040
25,407
450,000
Unaccompanied
State servant
Higher education
Married
House / apartment
0.019101
-11,523
-2,500
-7
-2,062
13
1
1
0
1
0
0
Core staff
3
2
2
TUESDAY
11
0
0
0
0
0
0
Police
null
0.253372
0.701696
null
0
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
null
null
null
null
null
null
null
null
null
null
null
0
null
null
null
null
null
null
null
null
null
null
null
null
null
block of flats
null
Stone, brick
No
5
1
5
0
-1,938
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
456,191
00
Cash loans
F
Y
N
2
153,000
1,350,000
46,926
1,350,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.030755
-13,128
-397
-3,964
-2,745
14
1
1
1
1
1
0
null
4
2
2
THURSDAY
14
0
0
0
0
0
0
Restaurant
0.591136
0.541303
0.754406
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-741
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
1
456,192
00
Cash loans
F
N
N
1
135,000
450,000
24,412.5
450,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.018801
-11,280
-517
-910
-885
null
1
1
1
1
1
0
Sales staff
3
2
2
THURSDAY
8
0
0
0
0
0
0
Business Entity Type 3
0.171788
0.092387
0.425893
0.0742
0.0747
0.9975
null
null
0.08
0.069
0.3333
null
0.0089
null
0.0527
null
0.0777
0.0756
0.0775
0.9975
null
null
0.0806
0.069
0.3333
null
0.0091
null
0.0549
null
0.0823
0.0749
0.0747
0.9975
null
null
0.08
0.069
0.3333
null
0.0091
null
0.0536
null
0.0794
null
block of flats
0.0583
Stone, brick
No
0
0
0
0
-285
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
456,193
00
Cash loans
M
N
N
0
157,500
1,332,000
39,078
1,332,000
Unaccompanied
Working
Higher education
Civil marriage
House / apartment
0.008575
-15,552
-302
-7,785
-4,586
null
1
1
1
1
1
0
Security staff
2
2
2
THURSDAY
15
0
1
1
0
1
1
Security
0.351204
0.661427
0.591977
0.0701
0.1
0.9821
0.7552
0.0063
0
0.1379
0.1667
0.2083
0.0443
0.0555
0.0662
0.0077
0.0144
0.0714
0.1038
0.9821
0.7648
0.0063
0
0.1379
0.1667
0.2083
0.0453
0.0606
0.069
0.0078
0.0153
0.0708
0.1
0.9821
0.7585
0.0063
0
0.1379
0.1667
0.2083
0.045
0.0564
0.0674
0.0078
0.0147
reg oper account
block of flats
0.0521
Stone, brick
No
0
0
0
0
-390
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
456,194
00
Cash loans
M
N
Y
1
157,500
225,000
15,165
225,000
Unaccompanied
Commercial associate
Incomplete higher
Married
House / apartment
0.016612
-13,170
-880
-2,665
-4,060
null
1
1
0
1
0
0
Sales staff
3
2
2
WEDNESDAY
10
0
0
0
0
0
0
Business Entity Type 3
null
0.427019
0.652897
0.1649
0.1182
0.996
0.9456
0.0397
0.16
0.1379
0.375
0.4167
null
0.1336
0.1659
0.0039
0.0039
0.1681
0.1226
0.996
0.9477
0.0401
0.1611
0.1379
0.375
0.4167
null
0.146
0.1728
0.0039
0.0041
0.1665
0.1182
0.996
0.9463
0.0399
0.16
0.1379
0.375
0.4167
null
0.136
0.1688
0.0039
0.004
reg oper account
block of flats
0.153
Panel
No
0
0
0
0
-2,615
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
456,195
00
Cash loans
F
Y
Y
0
94,500
270,000
15,075
270,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.028663
-20,246
-5,452
-5,480
-3,784
5
1
1
1
1
1
0
Cleaning staff
2
2
2
TUESDAY
11
0
0
0
0
0
0
Business Entity Type 2
0.823222
0.534302
0.723837
0.0103
0
0.9767
0.6804
0.0016
0
0.0345
0.0417
0.0833
0.026
0.0084
0.0067
0
0
0.0105
0
0.9767
0.6929
0.0016
0
0.0345
0.0417
0.0833
0.0266
0.0092
0.007
0
0
0.0104
0
0.9767
0.6847
0.0016
0
0.0345
0.0417
0.0833
0.0265
0.0086
0.0068
0
0
reg oper account
block of flats
0.0061
Stone, brick
No
0
0
0
0
-2,299
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
456,196
00
Revolving loans
F
N
Y
2
202,500
360,000
18,000
360,000
Unaccompanied
Commercial associate
Secondary / secondary special
Civil marriage
House / apartment
0.035792
-12,778
-3,582
-6,804
-4,414
null
1
1
0
1
0
0
Sales staff
4
2
2
WEDNESDAY
13
0
0
0
0
0
0
Self-employed
null
0.680098
0.638044
0.0021
null
0.9518
null
null
0
null
0
null
null
null
null
null
null
0.0021
null
0.9518
null
null
0
null
0
null
null
null
null
null
null
0.0021
null
0.9518
null
null
0
null
0
null
null
null
null
null
null
null
terraced house
0.002
Wooden
No
0
0
0
0
-2,326
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
1
456,197
00
Cash loans
F
N
Y
0
112,500
239,850
23,364
225,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.031329
-15,034
-2,079
-4,592
-4,592
null
1
1
1
1
0
0
Cooking staff
2
2
2
MONDAY
10
0
0
0
0
0
0
Kindergarten
0.574278
0.753453
0.832785
0.0825
null
0.993
null
null
0
0.1379
0.1667
null
null
null
0.048
null
0
0.084
null
0.993
null
null
0
0.1379
0.1667
null
null
null
0.05
null
0
0.0833
null
0.993
null
null
0
0.1379
0.1667
null
null
null
0.0488
null
0
null
block of flats
0.0657
Panel
No
0
0
0
0
-1,635
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
456,198
00
Cash loans
M
Y
Y
0
225,000
959,017.5
49,095
787,500
Unaccompanied
Commercial associate
Secondary / secondary special
Married
House / apartment
0.035792
-12,560
-3,735
-6,599
-4,817
12
1
1
0
1
0
0
Laborers
2
2
2
SATURDAY
11
0
0
0
0
0
0
Business Entity Type 3
0.122883
0.421987
null
0.2474
0.1604
0.9886
0.8436
0.0633
0.24
0.2069
0.4167
0.4583
0.1227
0.1984
0.2796
0.0154
0.0154
0.2521
0.1664
0.9886
0.8497
0.0639
0.2417
0.2069
0.4167
0.4583
0.1255
0.2167
0.2913
0.0156
0.0163
0.2498
0.1604
0.9886
0.8457
0.0637
0.24
0.2069
0.4167
0.4583
0.1249
0.2018
0.2846
0.0155
0.0158
reg oper account
block of flats
0.2233
Stone, brick
No
2
0
2
0
-125
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
null
null
null
null
null
null
456,199
00
Cash loans
M
Y
N
1
382,500
745,429.5
24,354
643,500
Unaccompanied
State servant
Secondary / secondary special
Married
House / apartment
0.00702
-14,391
-175
-4,213
-4,468
8
1
1
1
1
1
0
Security staff
3
2
2
TUESDAY
12
0
0
0
0
1
1
Government
0.505346
0.575246
0.479449
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-1,994
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
456,200
00
Cash loans
F
N
N
1
157,500
463,500
16,645.5
463,500
Unaccompanied
Working
Higher education
Married
House / apartment
0.030755
-12,741
-5,507
-1,392
-2,491
null
1
1
0
1
0
0
Managers
3
2
2
MONDAY
18
0
0
0
0
0
0
School
0.295794
0.583947
null
0.0866
0.0668
0.9747
0.66
0.0276
0
0.1655
0.1667
0.0417
0.0336
0.0714
0.0721
0.0019
0.0554
0.0893
0.0576
0.9752
0.6733
0.0236
0
0.1724
0.1667
0.0417
0.0239
0.0781
0.0768
0
0.0621
0.0885
0.0635
0.9752
0.6645
0.0277
0
0.1724
0.1667
0.0417
0.0294
0.0727
0.075
0.0019
0.0599
org spec account
block of flats
0.0766
Panel
No
0
0
0
0
-1,669
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
null
null
null
null
null
null
456,201
00
Cash loans
F
Y
Y
3
135,000
1,024,785
57,222
922,500
Family
Working
Secondary / secondary special
Married
House / apartment
0.008019
-12,549
-424
-6,643
-1,536
10
1
1
0
1
0
0
Accountants
5
2
2
THURSDAY
12
0
0
0
0
0
0
Self-employed
null
0.513005
0.28518
0.0186
0.0402
0.9876
0.83
0.0012
0
0.1034
0.0417
0.0833
0.0195
0.0151
0.0171
0
0
0.0189
0.0417
0.9876
0.8367
0.0012
0
0.1034
0.0417
0.0833
0.0199
0.0165
0.0178
0
0
0.0187
0.0402
0.9876
0.8323
0.0012
0
0.1034
0.0417
0.0833
0.0198
0.0154
0.0174
0
0
org spec account
block of flats
0.0141
Stone, brick
No
0
0
0
0
-656
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
456,203
00
Cash loans
F
N
Y
0
180,000
247,275
17,338.5
225,000
Family
Pensioner
Secondary / secondary special
Married
House / apartment
0.016612
-24,142
365,243
-7,108
-4,111
null
1
0
0
1
0
0
null
2
2
2
THURSDAY
14
0
0
0
0
0
0
XNA
null
0.666924
0.728141
0.3526
0.0703
0.9911
0.8776
0.0732
0.36
0.3103
0.3333
0.375
0.1198
0.2875
0.374
0
0
0.3592
0.073
0.9911
0.8824
0.0738
0.3625
0.3103
0.3333
0.375
0.1225
0.314
0.3896
0
0
0.356
0.0703
0.9911
0.8792
0.0736
0.36
0.3103
0.3333
0.375
0.1219
0.2924
0.3807
0
0
reg oper account
block of flats
0.3341
Panel
No
0
0
0
0
-1,573
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
456,204
00
Cash loans
F
N
Y
0
58,500
528,633
27,121.5
472,500
Unaccompanied
State servant
Secondary / secondary special
Married
House / apartment
0.020713
-14,582
-1,701
-3,449
-5,264
null
1
1
0
1
0
0
Cooking staff
2
3
3
THURSDAY
9
0
0
0
0
0
0
Kindergarten
0.6766
0.503774
null
0.0082
null
0.9722
null
null
0
0.0345
0.0417
null
null
null
0.0082
null
0.0017
0.0084
null
0.9722
null
null
0
0.0345
0.0417
null
null
null
0.0086
null
0.0018
0.0083
null
0.9722
null
null
0
0.0345
0.0417
null
null
null
0.0084
null
0.0018
null
block of flats
0.0068
Wooden
No
0
0
0
0
-1,457
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
null
null
null
null
null
null
456,205
00
Cash loans
F
N
N
1
180,000
835,380
33,259.5
675,000
Unaccompanied
Working
Secondary / secondary special
Civil marriage
House / apartment
0.031329
-13,502
-6,564
-6,856
-4,461
null
1
1
0
1
0
0
Core staff
3
2
2
FRIDAY
12
0
0
0
0
0
0
Kindergarten
null
0.590768
0.766234
0.0912
0.1182
0.9856
0.8028
0.0178
0
0.1897
0.1667
0.2083
0.0654
0.0744
0.0868
0
0
0.0914
0.1185
0.9851
0.804
0.0151
0
0.1724
0.1667
0.2083
0.0639
0.0799
0.0891
0
0
0.0921
0.1182
0.9856
0.8054
0.0179
0
0.1897
0.1667
0.2083
0.0666
0.0757
0.0883
0
0
reg oper account
block of flats
0.0755
Block
No
4
0
4
0
-1,135
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
456,206
00
Cash loans
F
N
Y
0
157,500
599,778
26,550
477,000
Unaccompanied
State servant
Secondary / secondary special
Civil marriage
House / apartment
0.0228
-17,177
-4,439
-10,635
-732
null
1
1
0
1
0
0
Medicine staff
2
2
2
SUNDAY
9
0
0
0
0
0
0
Other
null
0.63997
null
0.1098
null
0.9816
0.7144
0.0184
0.04
0.1897
0.2292
0.2083
0.0372
0.1286
0.1115
0.027
0.0483
0.0557
null
0.9791
0.7256
0.0186
0.0403
0.069
0.2083
0.2083
0.038
0.1405
0.0598
0.0272
0.0095
0.1109
null
0.9816
0.7182
0.0186
0.04
0.1897
0.2292
0.2083
0.0378
0.1308
0.1135
0.0272
0.0493
org spec account
block of flats
0.0547
Stone, brick
No
0
0
0
0
-2,492
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
null
null
null
null
null
null
456,207
00
Revolving loans
F
N
Y
0
247,500
675,000
33,750
675,000
Unaccompanied
Working
Higher education
Married
House / apartment
0.04622
-18,008
-1,296
-8,268
-1,546
null
1
1
0
1
0
0
Accountants
2
1
1
WEDNESDAY
16
0
0
0
0
0
0
Business Entity Type 3
0.872456
0.724419
null
0.0619
0.0613
0.9786
0.7076
0.0289
0
0.1379
0.1667
0.0417
0.0189
0.0504
0.0531
null
0
0.063
0.0636
0.9786
0.719
0.0292
0
0.1379
0.1667
0.0417
0.0193
0.0551
0.0553
null
0
0.0625
0.0613
0.9786
0.7115
0.0291
0
0.1379
0.1667
0.0417
0.0192
0.0513
0.0541
null
0
org spec account
block of flats
0.0576
Panel
No
0
0
0
0
-148
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
456,208
00
Cash loans
F
N
Y
1
135,000
305,955
21,888
283,500
Unaccompanied
Working
Higher education
Civil marriage
House / apartment
0.020246
-9,844
-1,266
-7,511
-1,053
null
1
1
0
1
0
0
null
3
3
3
THURSDAY
9
0
0
0
0
0
0
Industry: type 12
0.510609
0.240384
0.511892
0.0742
0.1276
0.9826
0.762
0.0115
0.08
0.069
0.3333
0.375
0.0748
0.0605
0.0775
0
0
0.0756
0.1324
0.9826
0.7713
0.0116
0.0806
0.069
0.3333
0.375
0.0765
0.0661
0.0808
0
0
0.0749
0.1276
0.9826
0.7652
0.0116
0.08
0.069
0.3333
0.375
0.0761
0.0616
0.0789
0
0
reg oper account
block of flats
0.0673
Panel
No
2
0
2
0
-499
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2
456,209
00
Cash loans
F
N
Y
0
202,500
703,728
29,943
607,500
Unaccompanied
Pensioner
Secondary / secondary special
Single / not married
House / apartment
0.031329
-22,414
365,243
-11,976
-4,171
null
1
0
0
1
0
0
null
1
2
2
MONDAY
15
0
0
0
0
0
0
XNA
null
0.195625
0.360613
0.0247
0
0.9791
null
0.0026
0
0.069
0.0833
0.125
0.0098
0.0202
0.0213
0
0
0.0252
0
0.9791
null
0.0026
0
0.069
0.0833
0.125
0.01
0.022
0.0221
0
0
0.025
0
0.9791
null
0.0026
0
0.069
0.0833
0.125
0.0099
0.0205
0.0216
0
0
reg oper account
block of flats
0.0181
Stone, brick
No
11
2
11
0
-1,667
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
456,210
00
Cash loans
F
N
Y
0
90,000
270,000
10,309.5
270,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.028663
-10,604
-612
-4,672
-3,231
null
1
1
1
1
1
0
Cooking staff
2
2
2
MONDAY
10
0
0
0
0
1
1
Government
null
0.479758
0.337673
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-2,190
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
456,211
00
Cash loans
F
N
Y
2
112,500
592,560
32,274
450,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.018634
-13,388
-3,271
-2,316
-5,071
null
1
1
0
1
0
0
Secretaries
4
2
2
MONDAY
12
0
0
0
0
0
0
Medicine
0.623946
0.554902
0.629674
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-385
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
0
456,212
00
Cash loans
F
N
Y
1
135,000
808,650
23,773.5
675,000
Unaccompanied
Commercial associate
Higher education
Married
House / apartment
0.009657
-18,042
-186
-8,350
-1,540
null
1
1
0
1
0
0
Sales staff
3
2
2
WEDNESDAY
12
0
0
0
0
1
1
Self-employed
0.567361
0.131189
0.691021
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
6
0
6
0
-1,831
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
456,213
00
Cash loans
F
Y
Y
1
90,000
258,709.5
20,439
234,000
Spouse, partner
Working
Secondary / secondary special
Married
House / apartment
0.020246
-14,589
-2,145
-2,337
-6,211
18
1
1
1
1
1
0
High skill tech staff
3
3
3
THURSDAY
13
0
0
0
0
0
0
Self-employed
0.58545
0.264486
0.565608
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
1
0
1
0
-637
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1
456,214
00
Cash loans
M
Y
Y
2
135,000
360,000
23,004
360,000
Unaccompanied
Commercial associate
Secondary / secondary special
Married
With parents
0.018209
-17,477
-6,045
-9,985
-1,008
16
1
1
0
1
0
0
Laborers
4
3
3
MONDAY
10
0
0
0
0
0
0
Self-employed
0.511349
0.502692
null
0.0381
0.0687
0.9613
0.4696
0.0048
0
0.1724
0.0833
0.0417
0.0504
0.0311
0.0316
0
0
0.0389
0.0713
0.9613
0.4904
0.0048
0
0.1724
0.0833
0.0417
0.0515
0.034
0.033
0
0
0.0385
0.0687
0.9613
0.4767
0.0048
0
0.1724
0.0833
0.0417
0.0512
0.0316
0.0322
0
0
reg oper account
block of flats
0.0276
Stone, brick
No
0
0
0
0
-2,159
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
null
null
null
null
null
null
456,215
11
Cash loans
F
N
N
1
144,000
1,303,200
46,809
1,125,000
Unaccompanied
Working
Higher education
Civil marriage
House / apartment
0.00733
-13,416
-2,405
-500
-4,704
null
1
1
1
1
0
0
Laborers
3
2
2
THURSDAY
13
0
0
0
0
0
0
Construction
0.634729
0.583214
0.42413
0.0825
0.0425
0.999
0.9864
null
0.08
0.069
0.4167
0.0417
0.0855
0.0656
0.069
0.0077
0.0064
0.084
0.0442
0.999
0.9869
null
0.0806
0.069
0.4167
0.0417
0.0875
0.0716
0.0719
0.0078
0.0068
0.0833
0.0425
0.999
0.9866
null
0.08
0.069
0.4167
0.0417
0.087
0.0667
0.0703
0.0078
0.0065
null
block of flats
0.0557
Panel
No
0
0
0
0
-1,492
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
6
456,216
00
Cash loans
F
N
N
2
135,000
1,762,110
48,456
1,575,000
Unaccompanied
Working
Higher education
Married
House / apartment
0.019689
-13,790
-1,878
-3,023
-1,798
null
1
1
0
1
0
0
null
4
2
2
MONDAY
12
0
0
0
0
0
0
Other
0.629572
0.277728
0.771362
0.5928
0
0.9811
0.7416
0.5046
0.64
0.5517
0.3333
0.375
0.363
0.4825
0.608
0.0039
0
0.604
0
0.9811
0.7517
0.5092
0.6445
0.5517
0.3333
0.375
0.3713
0.5271
0.6335
0.0039
0
0.5985
0
0.9811
0.7451
0.5078
0.64
0.5517
0.3333
0.375
0.3693
0.4908
0.6189
0.0039
0
not specified
block of flats
0.4782
Panel
No
0
0
0
0
-2,538
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
456,217
00
Cash loans
F
N
Y
0
360,000
796,396.5
38,443.5
643,500
Unaccompanied
State servant
Higher education
Civil marriage
House / apartment
0.00702
-18,463
-698
-3,168
-2,021
null
1
1
0
1
0
0
Medicine staff
2
2
2
WEDNESDAY
13
0
0
0
0
0
0
Medicine
null
0.547811
0.667458
0.1237
0.1611
0.9876
null
null
0
0.1379
0.1667
null
0.1124
null
0.0739
null
0
0.1261
0.1672
0.9876
null
null
0
0.1379
0.1667
null
0.1149
null
0.0769
null
0
0.1249
0.1611
0.9876
null
null
0
0.1379
0.1667
null
0.1143
null
0.0752
null
0
null
block of flats
0.0581
Stone, brick
No
0
0
0
0
-1,353
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1
456,218
00
Cash loans
F
N
Y
0
225,000
1,125,000
40,540.5
1,125,000
Family
Commercial associate
Higher education
Married
House / apartment
0.025164
-19,471
-1,864
-322
-2,754
null
1
1
0
1
0
0
Core staff
2
2
2
THURSDAY
9
0
0
0
0
0
0
Self-employed
0.889817
0.440537
0.420611
0.0371
0.0375
0.9886
0.8436
0.0054
0.04
0.0345
0.3333
0.375
0.0335
0.0303
0.0317
0
0
0.0378
0.0389
0.9886
0.8497
0.0055
0.0403
0.0345
0.3333
0.375
0.0342
0.0331
0.033
0
0
0.0375
0.0375
0.9886
0.8457
0.0055
0.04
0.0345
0.3333
0.375
0.0341
0.0308
0.0322
0
0
null
block of flats
0.0284
Panel
No
0
0
0
0
-549
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
2
456,219
00
Cash loans
F
N
Y
1
112,500
521,280
31,630.5
450,000
Spouse, partner
Working
Secondary / secondary special
Married
House / apartment
0.006207
-13,346
-1,972
-11
-1,537
null
1
1
1
1
1
0
Sales staff
3
2
2
SUNDAY
10
0
0
0
0
1
1
Self-employed
0.407174
0.226036
0.35234
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
3
0
3
0
-396
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
456,220
00
Cash loans
F
N
N
1
81,000
1,350,000
39,474
1,350,000
Unaccompanied
State servant
Higher education
Married
Rented apartment
0.02461
-10,567
-3,855
-1,260
-2,188
null
1
1
0
1
0
0
Core staff
3
2
2
FRIDAY
11
0
0
0
0
0
0
Government
null
0.679122
0.647977
0.0052
0.0109
0.9518
null
null
0
0.069
0.0417
null
0.0023
null
0.0033
null
0
0.0053
0.0113
0.9518
null
null
0
0.069
0.0417
null
0.0024
null
0.0034
null
0
0.0052
0.0109
0.9518
null
null
0
0.069
0.0417
null
0.0024
null
0.0034
null
0
null
block of flats
0.0026
Wooden
No
1
1
1
0
-1,594
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
4
456,225
11
Cash loans
M
N
Y
0
225,000
297,000
19,975.5
297,000
Family
Working
Secondary / secondary special
Married
House / apartment
0.008575
-20,644
-3,147
-8,921
-3,832
null
1
1
0
1
1
0
Managers
2
2
2
FRIDAY
15
0
0
0
0
0
0
Business Entity Type 3
null
0.713524
0.511892
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-2,941
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
456,226
00
Cash loans
F
Y
Y
0
225,000
500,566.5
34,969.5
472,500
Unaccompanied
Commercial associate
Secondary / secondary special
Married
House / apartment
0.031329
-14,106
-226
-2,463
-933
11
1
1
0
1
0
0
Managers
2
2
2
THURSDAY
15
0
0
0
0
0
0
Telecom
0.470808
0.737905
0.394495
0.0392
0.0402
0.9737
0.6396
0.0037
0
0.069
0.1667
0.2083
0.0179
0.0311
0.0307
0.0039
0.0049
0.0399
0.0417
0.9737
0.6537
0.0038
0
0.069
0.1667
0.2083
0.0183
0.034
0.032
0.0039
0.0052
0.0396
0.0402
0.9737
0.6444
0.0038
0
0.069
0.1667
0.2083
0.0182
0.0316
0.0312
0.0039
0.0051
not specified
block of flats
0.0272
Block
No
0
0
0
0
-611
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
456,227
00
Cash loans
F
N
Y
0
99,000
247,275
16,479
225,000
Unaccompanied
Pensioner
Secondary / secondary special
Separated
House / apartment
0.00733
-24,911
365,243
-11,211
-4,213
null
1
0
0
1
0
0
null
1
2
2
MONDAY
12
0
0
0
0
0
0
XNA
null
0.589906
0.520898
0.0082
0
0.9747
0.6532
0
0
0.069
0.0417
0.0417
0.0034
0.0067
0.0076
0
0.0033
0.0084
0
0.9747
0.6668
0
0
0.069
0.0417
0.0417
0.0035
0.0073
0.0079
0
0.0035
0.0083
0
0.9747
0.6578
0
0
0.069
0.0417
0.0417
0.0034
0.0068
0.0077
0
0.0034
reg oper account
block of flats
0.0067
Stone, brick
No
1
1
1
1
-1,775
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
5
456,228
00
Cash loans
F
Y
N
0
540,000
545,040
35,617.5
450,000
Unaccompanied
Commercial associate
Secondary / secondary special
Married
Rented apartment
0.032561
-12,847
-328
-2,531
-35
1
1
1
0
1
1
1
Managers
2
1
1
MONDAY
13
0
0
0
0
0
0
Business Entity Type 3
null
0.739703
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-1,578
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
null
null
null
null
null
null
456,229
00
Revolving loans
F
N
Y
1
270,000
180,000
9,000
180,000
Family
Working
Secondary / secondary special
Separated
With parents
0.003813
-11,973
-670
-1,926
-626
null
1
1
1
1
0
0
Sales staff
2
2
2
SATURDAY
18
1
1
0
1
1
0
Business Entity Type 3
0.426391
0.702403
0.865896
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-336
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
456,230
00
Cash loans
F
Y
Y
1
292,500
355,536
18,283.5
270,000
Unaccompanied
Commercial associate
Higher education
Civil marriage
House / apartment
0.072508
-16,010
-1,185
-5,034
-4,392
9
1
1
0
1
1
0
null
3
1
1
SATURDAY
17
0
0
0
0
0
0
Business Entity Type 2
null
0.661025
0.199771
0.2459
0.1975
0.9781
null
null
0.28
0.2414
0.3333
null
null
null
0.2358
null
0.1157
0.2006
0.199
0.9782
null
null
0.2417
0.2069
0.3333
null
null
null
0.1962
null
0.0037
0.2483
0.1975
0.9781
null
null
0.28
0.2414
0.3333
null
null
null
0.24
null
0.1181
null
block of flats
0.1976
Panel
No
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
456,231
00
Cash loans
M
N
Y
0
117,000
1,071,909
31,473
936,000
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.010147
-23,125
365,243
-5,485
-4,115
null
1
0
0
1
0
0
null
2
2
2
WEDNESDAY
10
0
0
0
0
0
0
XNA
null
0.307082
0.255332
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-846
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
8
456,232
00
Cash loans
F
N
N
0
157,500
135,000
13,351.5
135,000
Unaccompanied
State servant
Higher education
Single / not married
House / apartment
0.00496
-10,092
-1,218
-4,158
-2,783
null
1
1
0
1
0
0
Core staff
1
2
2
WEDNESDAY
18
0
0
0
0
1
1
Government
0.479458
0.619662
0.52989
null
null
0.9801
null
null
null
null
null
null
null
null
0.0518
null
null
null
null
0.9801
null
null
null
null
null
null
null
null
0.054
null
null
null
null
0.9801
null
null
null
null
null
null
null
null
0.0527
null
null
null
null
0.0407
null
No
1
0
1
0
-610
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
1
456,233
11
Cash loans
F
N
Y
0
225,000
521,280
23,089.5
450,000
Unaccompanied
Commercial associate
Secondary / secondary special
Civil marriage
House / apartment
0.014464
-16,471
-286
-8,291
-9
null
1
1
0
1
0
0
Sales staff
2
2
2
FRIDAY
5
0
0
0
0
0
0
Business Entity Type 3
null
0.615261
0.397946
0.0113
0
0.9677
0.558
0.0009
0
0.0345
0
0.0417
0.0144
0.0092
0.0025
0
0
0.0116
0
0.9677
0.5753
0.0009
0
0.0345
0
0.0417
0.0148
0.0101
0.0026
0
0
0.0115
0
0.9677
0.5639
0.0009
0
0.0345
0
0.0417
0.0147
0.0094
0.0026
0
0
reg oper account
block of flats
0.0024
Stone, brick
Yes
1
1
1
0
-307
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
2
456,234
00
Cash loans
M
N
Y
0
81,000
135,000
9,148.5
135,000
Unaccompanied
Commercial associate
Higher education
Single / not married
House / apartment
0.010147
-9,874
-1,928
-9,445
-2,557
null
1
1
0
1
1
0
Laborers
1
2
2
SATURDAY
12
0
0
0
0
0
0
Business Entity Type 1
0.245623
0.378421
0.495666
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-439
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
456,235
00
Cash loans
M
Y
Y
2
90,000
1,078,200
31,522.5
900,000
Unaccompanied
Commercial associate
Secondary / secondary special
Married
House / apartment
0.019101
-10,976
-1,953
-5,048
-3,369
15
1
1
1
1
0
0
Drivers
4
2
2
SATURDAY
10
0
0
0
0
0
0
Self-employed
0.532858
0.561158
0.71657
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
4
0
4
0
-1,357
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
7
456,236
00
Cash loans
M
Y
Y
0
585,000
1,575,000
43,443
1,575,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.028663
-20,965
-1,618
-1,764
-4,410
2
1
1
0
1
0
0
Sales staff
2
2
2
FRIDAY
10
0
0
0
0
0
0
Self-employed
null
0.599173
0.365617
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
456,237
00
Cash loans
F
N
Y
0
135,000
946,764
37,678.5
765,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.019689
-17,533
-2,306
-5,032
-1,094
null
1
1
0
1
0
0
Security staff
2
2
2
MONDAY
12
0
0
0
0
1
1
School
null
0.424683
0.728141
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-249
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
7
456,238
00
Cash loans
M
Y
N
1
270,000
479,700
46,858.5
450,000
Family
Commercial associate
Secondary / secondary special
Married
House / apartment
0.035792
-14,958
-6,573
-1,438
-4,519
15
1
1
0
1
0
0
Drivers
3
2
2
MONDAY
9
0
0
0
0
0
0
Self-employed
0.531969
0.699727
0.511892
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
11
0
11
0
-367
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
1
456,239
00
Cash loans
M
Y
N
0
180,000
808,650
23,773.5
675,000
Unaccompanied
Working
Higher education
Married
House / apartment
0.025164
-20,922
-7,438
-9,596
-4,440
2
1
1
0
1
1
0
High skill tech staff
2
2
2
WEDNESDAY
14
0
0
0
0
0
0
Business Entity Type 3
null
0.267834
0.597192
0.0742
null
0.9871
null
0.0136
0.08
0.069
0.3333
null
null
0.0597
0.0783
0.0039
0.0046
0.0756
null
0.9871
null
0.0138
0.0806
0.069
0.3333
null
null
0.0652
0.0816
0.0039
0.0048
0.0749
null
0.9871
null
0.0137
0.08
0.069
0.3333
null
null
0.0607
0.0797
0.0039
0.0047
org spec account
block of flats
0.07
Panel
No
0
0
0
0
-2,919
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
456,240
00
Revolving loans
F
N
N
0
360,000
337,500
16,875
337,500
Family
Working
Higher education
Married
House / apartment
0.00496
-17,345
-2,178
-4,262
-876
null
1
1
0
1
0
0
Cooking staff
2
2
2
THURSDAY
13
0
0
0
0
0
0
Self-employed
0.644797
0.512081
0.486653
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-826
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
456,241
00
Cash loans
F
Y
Y
0
180,000
270,126
12,028.5
193,500
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.00702
-16,679
-1,222
-1,916
-222
0
1
1
0
1
0
0
Sales staff
2
2
2
THURSDAY
13
0
0
0
0
1
1
Trade: type 7
0.251096
0.651306
0.524496
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
0
0
0
0
-1,344
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
6
456,242
00
Cash loans
M
Y
Y
0
198,000
1,312,110
52,168.5
1,125,000
Unaccompanied
Commercial associate
Secondary / secondary special
Married
House / apartment
0.072508
-19,102
-3,689
-746
-2,650
10
1
1
0
1
0
0
Laborers
2
1
1
MONDAY
10
0
0
0
0
0
0
Construction
null
0.746259
0.406617
0.2062
0.0718
0.9891
0.8504
null
0.24
0.1034
0.6667
0.7083
0
null
0.2215
null
0.0164
0.2101
0.0745
0.9891
0.8563
null
0.2417
0.1034
0.6667
0.7083
0
null
0.2308
null
0.0174
0.2082
0.0718
0.9891
0.8524
null
0.24
0.1034
0.6667
0.7083
0
null
0.2255
null
0.0167
null
block of flats
0.1778
Panel
No
0
0
0
0
-734
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
456,243
00
Cash loans
F
N
Y
0
81,000
225,000
12,694.5
225,000
Unaccompanied
Commercial associate
Secondary / secondary special
Married
House / apartment
0.00702
-16,988
-8,694
-5,396
-509
null
1
1
1
1
1
0
Medicine staff
2
2
2
TUESDAY
15
0
0
0
0
0
0
Medicine
0.665343
0.649123
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