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
100,345
00
Cash loans
F
N
N
0
157,500
450,000
17,095.5
450,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.019101
-21,154
-951
-5,892
-3,720
null
1
1
1
1
0
0
Laborers
2
2
2
SATURDAY
13
0
0
0
0
0
0
Self-employed
null
0.52155
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-631
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
3
100,346
00
Cash loans
F
N
Y
0
180,000
582,804
25,803
463,500
Unaccompanied
State servant
Higher education
Separated
House / apartment
0.02461
-17,674
-6,788
-10,598
-1,205
null
1
1
1
1
1
0
Core staff
1
2
2
FRIDAY
9
0
0
0
0
0
0
School
0.767531
0.617738
0.517297
0.0082
0
0.9702
0.592
0.0008
0
0.0345
0.0417
0.0833
null
0.0067
0.0065
0
0
0.0084
0
0.9702
0.608
0.0008
0
0.0345
0.0417
0.0833
null
0.0073
0.0067
0
0
0.0083
0
0.9702
0.5975
0.0008
0
0.0345
0.0417
0.0833
null
0.0068
0.0066
0
0
reg oper account
block of flats
0.0055
Wooden
No
0
0
0
0
-1,878
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
5
100,347
00
Cash loans
F
N
N
0
81,000
640,080
23,121
450,000
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.018801
-21,419
365,243
-13,511
-4,287
null
1
0
0
1
0
0
null
2
2
2
SATURDAY
7
0
0
0
0
0
0
XNA
null
0.531341
0.713631
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-494
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
100,348
00
Cash loans
F
N
N
0
135,000
1,223,010
47,983.5
1,125,000
Unaccompanied
Working
Incomplete higher
Married
House / apartment
0.032561
-10,390
-370
-8,697
-1,864
null
1
1
0
1
0
0
null
2
1
1
FRIDAY
15
0
0
0
0
0
0
Business Entity Type 3
null
0.598658
0.672243
0.2701
0.1641
0.9881
0.8368
0.0491
0.24
0.2069
0.375
0.4167
0
0.2093
0.2736
0.0502
0.0086
0.2752
0.1703
0.9881
0.8432
0.0495
0.2417
0.2069
0.375
0.4167
0
0.2287
0.285
0.0506
0.0092
0.2727
0.1641
0.9881
0.839
0.0494
0.24
0.2069
0.375
0.4167
0
0.2129
0.2785
0.0505
0.0088
reg oper account
block of flats
0.217
Panel
No
0
0
0
0
-6
0
1
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
100,349
00
Cash loans
F
N
N
0
108,000
364,896
23,449.5
315,000
Unaccompanied
Pensioner
Secondary / secondary special
Widow
Municipal apartment
0.009334
-23,338
365,243
-11,761
-4,820
null
1
0
0
1
1
0
null
1
2
2
FRIDAY
14
0
0
0
0
0
0
XNA
null
0.672712
0.297087
null
0
0.9727
0.626
0.0062
0
0.1379
0.125
0.1667
0.0213
0.0538
0.0514
0
0
null
0
0.9727
0.6406
0.0062
0
0.1379
0.125
0.1667
0.0218
0.0588
0.0536
0
0
null
0
0.9727
0.631
0.0062
0
0.1379
0.125
0.1667
0.0216
0.0547
0.0523
0
0
reg oper account
block of flats
0.0438
Stone, brick
No
0
0
0
0
-669
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
100,350
00
Cash loans
F
N
Y
0
112,500
481,495.5
31,833
454,500
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.0105
-22,759
365,243
-124
-2,596
null
1
0
0
1
1
0
null
2
3
3
MONDAY
12
0
0
0
0
0
0
XNA
null
0.501308
0.600658
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-1,711
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
100,351
00
Cash loans
F
N
N
0
69,750
675,000
20,596.5
675,000
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.01452
-22,606
365,243
-930
-4,475
null
1
0
0
1
0
0
null
2
2
2
TUESDAY
12
0
0
0
0
0
0
XNA
null
0.666442
0.45611
0.0959
0.076
0.9851
null
null
0
0.1379
0.1667
null
0.0355
null
0.0667
null
0.0268
0.0977
0.0788
0.9851
null
null
0
0.1379
0.1667
null
0.0363
null
0.0695
null
0.0284
0.0968
0.076
0.9851
null
null
0
0.1379
0.1667
null
0.0361
null
0.0679
null
0.0274
null
block of flats
0.0583
Panel
No
2
0
2
0
-957
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
100,353
00
Cash loans
F
N
Y
0
81,000
536,917.5
19,282.5
463,500
Unaccompanied
Working
Secondary / secondary special
Widow
House / apartment
0.031329
-17,941
-535
-13,472
-1,493
null
1
1
0
1
0
0
Sales staff
1
2
2
SATURDAY
8
0
0
0
0
0
0
Self-employed
null
0.167103
null
0.1237
0.1069
0.9816
0.7484
0.0169
0
0.1379
0.1667
0.2083
0.1279
0.1009
0.1106
0
0.0444
0.1261
0.1109
0.9816
0.7583
0.017
0
0.1379
0.1667
0.2083
0.1309
0.1102
0.1153
0
0.047
0.1249
0.1069
0.9816
0.7518
0.017
0
0.1379
0.1667
0.2083
0.1302
0.1026
0.1126
0
0.0453
reg oper account
block of flats
0.0962
Stone, brick
No
6
0
5
0
-617
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
100,354
00
Revolving loans
F
N
Y
1
112,500
135,000
6,750
135,000
Unaccompanied
Commercial associate
Secondary / secondary special
Single / not married
House / apartment
0.018209
-9,259
-2,382
-3,948
-1,918
null
1
1
1
1
1
0
Sales staff
2
3
3
THURSDAY
11
0
0
0
0
0
0
Business Entity Type 3
null
0.04201
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-1,135
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
100,355
00
Cash loans
M
N
Y
0
315,000
946,503
42,898.5
846,000
Unaccompanied
Working
Secondary / secondary special
Married
With parents
0.003813
-9,178
-633
-4,829
-1,622
null
1
1
0
1
0
0
null
2
2
2
MONDAY
10
0
1
1
0
1
1
Business Entity Type 2
null
0.18422
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-223
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
100,356
00
Cash loans
F
N
Y
0
180,000
188,685
14,944.5
157,500
Unaccompanied
Working
Secondary / secondary special
Widow
House / apartment
0.006305
-21,140
-385
-4,410
-2,820
null
1
1
0
1
0
0
Cleaning staff
1
3
3
THURSDAY
3
0
0
0
0
0
0
Business Entity Type 3
null
0.561955
0.544235
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-583
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
100,357
00
Revolving loans
F
N
Y
0
225,000
180,000
9,000
180,000
Unaccompanied
Commercial associate
Incomplete higher
Civil marriage
House / apartment
0.04622
-9,166
-1,450
-9,166
-547
null
1
1
0
1
0
1
Accountants
2
1
1
SATURDAY
16
0
0
0
0
1
1
Business Entity Type 3
null
0.765106
0.3791
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-653
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
100,359
00
Cash loans
M
Y
Y
1
112,500
226,908
11,164.5
148,500
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.025164
-14,923
-273
-3,883
-4,003
12
1
1
0
1
0
0
Laborers
3
2
2
WEDNESDAY
9
0
1
1
0
1
1
Business Entity Type 3
null
0.573841
0.799297
0.0722
0.0846
0.9821
0.7552
0.007
0
0.1379
0.1667
0.2083
0
0.0588
0.0674
0
0
0.0735
0.0878
0.9821
0.7648
0.0071
0
0.1379
0.1667
0.2083
0
0.0643
0.0702
0
0
0.0729
0.0846
0.9821
0.7585
0.0071
0
0.1379
0.1667
0.2083
0
0.0599
0.0686
0
0
reg oper account
block of flats
0.0568
Stone, brick
No
4
1
4
0
-743
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
100,360
00
Revolving loans
F
N
N
0
67,500
202,500
10,125
202,500
Unaccompanied
Commercial associate
Secondary / secondary special
Married
House / apartment
0.025164
-19,676
-4,483
-5,545
-3,236
null
1
1
0
1
0
0
null
2
2
2
THURSDAY
8
0
0
0
0
0
0
Housing
0.861626
0.756108
null
0.122
0.1097
0.9771
0.6872
0.072
0
0.2528
0.1667
0.2083
0.0525
0.1084
0.0876
0.0039
0.0128
0.1008
0.0981
0.9772
0.6994
0.0134
0
0.2759
0.1667
0.2083
0.0221
0.1185
0.0705
0.0039
0.0019
0.1343
0.1097
0.9771
0.6914
0.0482
0
0.2759
0.1667
0.2083
0.0534
0.1103
0.0894
0.0039
0.0025
org spec account
block of flats
0.0766
Block
No
0
0
0
0
-1,232
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
2
100,361
00
Cash loans
M
N
Y
0
270,000
1,800,000
62,698.5
1,800,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.007274
-17,099
-499
-5,508
-649
null
1
1
0
1
0
0
Laborers
2
2
2
TUESDAY
11
0
0
0
0
0
0
Trade: type 7
0.404589
0.433919
0.786267
0.068
0.0836
0.9896
0.8572
0.0178
0
0.1724
0.1667
0.0417
null
0.0555
0.0878
0
0
0.0693
0.0868
0.9896
0.8628
0.0179
0
0.1724
0.1667
0.0417
null
0.0606
0.0915
0
0
0.0687
0.0836
0.9896
0.8591
0.0179
0
0.1724
0.1667
0.0417
null
0.0564
0.0894
0
0
reg oper account
block of flats
0.069
Panel
No
0
0
0
0
-991
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
100,362
00
Cash loans
F
N
Y
1
157,500
807,984
26,833.5
697,500
Unaccompanied
Commercial associate
Secondary / secondary special
Civil marriage
House / apartment
0.031329
-17,438
-3,668
-10,185
-974
null
1
1
0
1
0
0
Sales staff
3
2
2
WEDNESDAY
16
0
0
0
0
0
0
Business Entity Type 2
null
0.640202
0.605836
0.0923
0.0835
0.9846
0.762
0.0427
0.08
0.069
0.3333
0.375
0.0612
0.0908
0.0719
0
0.0537
0.0746
0.0867
0.9826
0.7713
0.0431
0.0403
0.0345
0.3333
0.375
0.0581
0.0992
0.0267
0
0
0.0932
0.0835
0.9846
0.7652
0.043
0.08
0.069
0.3333
0.375
0.0623
0.0923
0.0732
0
0.0549
org spec account
block of flats
0.0378
Panel
No
1
0
1
0
-1,698
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
4
100,363
00
Cash loans
F
Y
Y
1
360,000
493,497
48,942
454,500
Unaccompanied
Commercial associate
Higher education
Married
House / apartment
0.006629
-14,882
-436
-1,140
-4,606
6
1
1
0
1
0
1
Core staff
3
2
2
MONDAY
11
0
0
0
0
0
0
Bank
0.735443
0.462205
0.540654
0.0784
0
0.995
0.932
0.0194
0.08
0.069
0.25
0.0417
0.0979
0.063
0.1019
0.0618
0.0544
0.0798
0
0.995
0.9347
0.0195
0.0806
0.069
0.25
0.0417
0.1001
0.0689
0.1062
0.0623
0.0576
0.0791
0
0.995
0.9329
0.0195
0.08
0.069
0.25
0.0417
0.0996
0.0641
0.1037
0.0621
0.0556
reg oper spec account
block of flats
0.097
Block
No
0
0
0
0
-563
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
1
100,364
00
Cash loans
F
N
N
0
315,000
1,024,290
30,078
855,000
Family
Working
Secondary / secondary special
Married
House / apartment
0.019101
-17,498
-1,355
-8,464
-1,050
null
1
1
0
1
0
0
Laborers
2
2
2
WEDNESDAY
16
0
0
0
0
1
1
Industry: type 11
null
0.33175
0.720944
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
1
3
0
0
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
4
100,365
00
Cash loans
F
N
Y
0
247,500
517,788
19,647
427,500
Unaccompanied
Pensioner
Higher education
Married
House / apartment
0.010032
-20,435
365,243
-2,565
-3,916
null
1
0
0
1
0
0
null
2
2
2
FRIDAY
4
0
0
0
0
0
0
XNA
null
0.669967
0.263647
0.0715
0.0988
0.9742
0.6464
null
0
0.1379
0.1667
null
null
null
0.0442
null
null
0.0609
0.066
0.9717
0.6276
null
0
0.1034
0.1667
null
null
null
0.0346
null
null
0.0666
0.0805
0.9752
0.6645
null
0
0.1379
0.1667
null
null
null
0.0341
null
null
reg oper account
block of flats
0.0395
Stone, brick
No
0
0
0
0
-358
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
4
100,366
00
Revolving loans
M
Y
Y
0
765,000
1,350,000
67,500
1,350,000
Unaccompanied
Commercial associate
Higher education
Single / not married
House / apartment
0.002506
-11,788
-3,144
-5,643
-3,962
3
1
1
0
1
0
0
Managers
1
2
2
THURSDAY
7
0
0
0
1
1
0
Business Entity Type 3
0.421765
0.765981
0.511892
0.033
0.0374
0.9831
0.7688
0.0093
0
0.069
0.125
0.1667
0.0087
0.0269
0.0327
0
0.0252
0.0336
0.0388
0.9831
0.7779
0.0094
0
0.069
0.125
0.1667
0.0089
0.0294
0.0341
0
0.0266
0.0333
0.0374
0.9831
0.7719
0.0094
0
0.069
0.125
0.1667
0.0088
0.0274
0.0333
0
0.0257
reg oper account
null
0.0336
Block
No
1
0
0
0
-151
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
100,368
00
Cash loans
F
N
Y
0
166,500
675,000
24,246
675,000
Family
Working
Secondary / secondary special
Married
House / apartment
0.035792
-11,285
-3,473
-1,929
-3,094
null
1
1
1
1
1
0
null
2
2
2
WEDNESDAY
10
0
0
0
0
0
0
Business Entity Type 3
0.393172
0.689565
0.431192
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-398
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
5
100,369
00
Cash loans
F
N
Y
0
157,500
528,633
22,527
472,500
Unaccompanied
Commercial associate
Secondary / secondary special
Married
House / apartment
0.0105
-19,323
-571
-67
-2,779
null
1
1
0
1
0
0
Laborers
2
3
3
TUESDAY
16
0
0
0
0
0
0
Self-employed
0.71926
0.271443
0.771362
0.4082
0.164
0.9995
0.9932
0.0683
0.32
0.1379
0.625
0.6667
0.1931
0.3291
0.2011
0.0174
0.1108
0.2437
0.0867
0.9995
0.9935
0.0582
0.1611
0.069
0.625
0.6667
0.1872
0.2048
0.1829
0
0
0.4122
0.164
0.9995
0.9933
0.0687
0.32
0.1379
0.625
0.6667
0.1965
0.3348
0.2047
0.0175
0.1131
reg oper account
block of flats
0.2178
Block
No
0
0
0
0
-459
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
100,370
00
Cash loans
F
N
Y
0
45,000
448,056
16,222.5
315,000
Children
Pensioner
Secondary / secondary special
Married
House / apartment
0.028663
-23,195
365,243
-9,513
-4,535
null
1
0
0
1
1
0
null
2
2
2
TUESDAY
12
0
0
0
0
0
0
XNA
null
0.176041
0.595456
0.0727
0.0731
0.9876
0.83
0.0113
0
0.1724
0.1667
0.0417
0.0237
0.058
0.0687
0.0058
0.0084
0.0473
0.0409
0.9871
0.8301
0.007
0
0.1034
0.1667
0.0417
0.0134
0.0413
0.0462
0
0
0.0734
0.0731
0.9876
0.8323
0.0114
0
0.1724
0.1667
0.0417
0.0241
0.059
0.0699
0.0058
0.0086
reg oper account
block of flats
0.0387
Stone, brick
No
8
2
7
0
-1,088
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
4
100,371
00
Cash loans
F
Y
Y
1
450,000
808,650
31,464
675,000
Unaccompanied
Commercial associate
Higher education
Civil marriage
House / apartment
0.072508
-14,768
-426
-3,241
-3,409
1
1
1
0
1
1
1
Core staff
3
1
1
WEDNESDAY
13
1
1
0
0
0
0
Kindergarten
0.848803
0.615675
0.524496
0.4572
0.1461
0.9945
0.9252
0
0.44
0.1897
0.6667
0
0
0.3728
0.4587
0
0.0534
0.1429
0.0534
0.9945
0.9281
0
0.1611
0.069
0.6667
0
0
0.1249
0.1794
0
0.0051
0.4616
0.1461
0.9945
0.9262
0
0.44
0.1897
0.6667
0
0
0.3792
0.4669
0
0.0545
reg oper spec account
block of flats
0.6093
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
0
0
100,372
00
Cash loans
F
N
N
0
90,000
531,000
29,781
531,000
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.015221
-21,909
365,243
-2,319
-4,279
null
1
0
0
1
1
0
null
2
2
2
THURSDAY
11
0
0
0
0
0
0
XNA
null
0.673737
0.465069
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
100,373
00
Cash loans
F
N
N
0
225,000
906,228
46,269
810,000
Unaccompanied
State servant
Secondary / secondary special
Married
House / apartment
0.030755
-15,013
-3,282
-2,347
-4,823
null
1
1
1
1
0
0
Core staff
2
2
2
FRIDAY
12
0
0
0
0
0
0
School
0.623531
0.625709
0.306202
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-1,053
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
100,374
00
Cash loans
F
Y
Y
2
112,500
1,308,964.5
42,354
1,143,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.003813
-14,975
-7,540
-7,657
-4,236
17
1
1
0
1
0
0
Laborers
4
2
2
WEDNESDAY
6
0
0
0
0
1
1
Transport: type 2
null
0.486442
0.544235
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-644
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
100,375
00
Cash loans
M
N
Y
0
180,000
942,300
30,528
675,000
Unaccompanied
Commercial associate
Higher education
Married
House / apartment
0.006305
-21,552
-2,672
-13,057
-4,188
null
1
1
0
1
1
0
null
2
3
3
WEDNESDAY
7
0
0
0
0
0
0
Transport: type 1
null
0.291624
0.377404
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
100,376
00
Cash loans
M
Y
Y
0
360,000
254,700
20,250
225,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.018801
-18,831
-1,342
-8,691
-2,067
17
1
1
0
1
0
0
Drivers
2
2
2
MONDAY
10
0
0
0
0
0
0
Transport: type 3
0.791412
0.445987
0.461482
0.4402
0.2371
0.9831
0.7688
0.1488
0.32
0.2759
0.3333
0.375
0.1312
0.3589
0.3408
0
0
0.4485
0.246
0.9831
0.7779
0.1502
0.3222
0.2759
0.3333
0.375
0.1342
0.3921
0.3551
0
0
0.4445
0.2371
0.9831
0.7719
0.1498
0.32
0.2759
0.3333
0.375
0.1335
0.3651
0.3469
0
0
reg oper account
block of flats
0.268
Panel
No
0
0
0
0
-542
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
100,377
00
Cash loans
M
N
N
2
157,500
239,850
25,447.5
225,000
Unaccompanied
Working
Higher education
Married
House / apartment
0.009549
-14,252
-1,281
-6,024
-3,427
null
1
1
1
1
0
0
High skill tech staff
4
2
2
TUESDAY
10
0
0
0
1
0
1
Business Entity Type 3
0.642073
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-344
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
100,378
00
Cash loans
F
Y
Y
1
247,500
808,650
26,217
675,000
Unaccompanied
Working
Secondary / secondary special
Widow
House / apartment
0.008575
-15,017
-639
-3,996
-3,979
3
1
1
0
1
0
0
Sales staff
2
2
2
THURSDAY
12
0
0
0
0
0
0
Self-employed
null
0.528966
0.706205
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-811
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
100,379
00
Cash loans
M
Y
Y
0
112,500
942,300
30,528
675,000
Family
Working
Secondary / secondary special
Married
House / apartment
0.009657
-19,003
-5,136
-5,341
-2,079
22
1
1
0
1
0
0
Drivers
2
2
2
MONDAY
11
0
0
0
0
1
1
Agriculture
null
0.560086
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-658
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
100,380
00
Cash loans
F
N
Y
0
630,000
900,000
57,519
900,000
Family
Working
Higher education
Married
House / apartment
0.072508
-15,023
-1,481
-3
-2,483
null
1
1
0
1
0
0
High skill tech staff
2
1
1
SATURDAY
13
0
0
0
0
0
0
Business Entity Type 3
null
0.598937
null
0.0593
0.065
0.9727
0.626
0
0
0.1207
0.1667
0.2083
0
0.0483
0.0411
0
0.0717
0.0504
0.0634
0.9717
0.6276
0
0
0.1034
0.1667
0.2083
0
0.0441
0.0389
0
0.0512
0.0599
0.065
0.9727
0.631
0
0
0.1207
0.1667
0.2083
0
0.0492
0.0418
0
0.0732
reg oper account
block of flats
0.0664
Stone, brick
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
null
null
null
null
null
null
100,381
00
Cash loans
F
N
N
0
121,500
302,544
11,533.5
198,000
Unaccompanied
Commercial associate
Higher education
Single / not married
With parents
0.018029
-11,223
-107
-5,619
-3,755
null
1
1
0
1
0
0
null
1
3
3
SATURDAY
8
0
1
1
0
0
0
Business Entity Type 3
null
0.73113
null
0.1485
0.1263
0.9826
0.762
0.0321
0.2
0.1724
0.3333
0.0417
null
null
0.1818
null
0
0.1513
0.131
0.9826
0.7713
0.0324
0.2014
0.1724
0.3333
0.0417
null
null
0.1894
null
0
0.1499
0.1263
0.9826
0.7652
0.0323
0.2
0.1724
0.3333
0.0417
null
null
0.185
null
0
null
block of flats
0.2016
Panel
No
3
0
3
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
100,383
00
Cash loans
M
Y
N
2
180,000
640,080
20,929.5
450,000
Spouse, partner
Working
Secondary / secondary special
Married
House / apartment
0.019101
-13,754
-819
-256
-416
22
1
1
0
1
0
0
Drivers
4
2
2
SUNDAY
15
0
0
0
0
1
1
Business Entity Type 3
null
0.324821
0.425893
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
13
0
13
0
-217
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
9
100,387
00
Cash loans
M
Y
Y
2
292,500
1,095,817.5
43,587
1,008,000
Unaccompanied
Commercial associate
Secondary / secondary special
Married
House / apartment
0.003069
-13,299
-1,559
-395
-4,249
8
1
1
0
1
0
0
Drivers
4
3
3
FRIDAY
14
0
0
0
0
0
0
Industry: type 3
0.209238
0.514818
0.551381
0.0629
0.0697
0.9796
null
null
0
0.1379
0.1667
null
0.0599
null
0.0361
null
0
0.0641
0.0724
0.9796
null
null
0
0.1379
0.1667
null
0.0613
null
0.0376
null
0
0.0635
0.0697
0.9796
null
null
0
0.1379
0.1667
null
0.061
null
0.0368
null
0
null
block of flats
0.0417
Stone, brick
No
0
0
0
0
-757
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
2
3
100,388
00
Cash loans
F
N
Y
0
99,000
518,562
20,695.5
463,500
Unaccompanied
Working
Secondary / secondary special
Separated
House / apartment
0.00702
-18,929
-4,145
-10,610
-2,482
null
1
1
0
1
0
0
Secretaries
1
2
2
WEDNESDAY
16
0
0
0
0
0
0
Housing
0.830737
0.343792
0.672243
0.0928
0.1057
0.9856
0.8028
0.0461
0
0.2069
0.1667
null
0.0662
0.0756
0.0865
null
null
0.0945
0.1097
0.9856
0.8105
0.0465
0
0.2069
0.1667
null
0.0677
0.0826
0.0901
null
null
0.0937
0.1057
0.9856
0.8054
0.0464
0
0.2069
0.1667
null
0.0673
0.077
0.0881
null
null
reg oper account
block of flats
0.0933
Stone, brick
No
0
0
0
0
-55
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
100,389
00
Cash loans
M
Y
Y
0
247,500
1,971,072
68,643
1,800,000
Unaccompanied
Working
Higher education
Married
House / apartment
0.006207
-14,216
-365
-3,183
-4,423
13
1
1
1
1
0
0
Core staff
2
2
2
WEDNESDAY
14
0
0
0
0
0
0
Self-employed
0.558582
0.748204
0.739412
0.2227
0.0355
0.9816
0.7484
0.0018
0.24
0.2069
0.3333
0.375
0.0877
0.1807
0.2295
0.0039
0.0906
0.2269
0.0368
0.9816
0.7583
0.0018
0.2417
0.2069
0.3333
0.375
0.0897
0.1974
0.2392
0.0039
0.0959
0.2248
0.0355
0.9816
0.7518
0.0018
0.24
0.2069
0.3333
0.375
0.0892
0.1838
0.2337
0.0039
0.0925
reg oper account
block of flats
0.2002
Panel
No
0
0
0
0
-2,421
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
100,390
00
Cash loans
F
N
N
0
90,000
555,273
14,778
463,500
Family
State servant
Higher education
Married
House / apartment
0.00702
-11,799
-1,228
-334
-3,678
null
1
1
0
1
0
0
High skill tech staff
2
2
2
FRIDAY
14
0
0
0
0
0
0
Transport: type 4
null
0.733214
0.657784
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
5
0
-3
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
0
100,391
00
Cash loans
F
N
Y
1
153,000
808,650
26,217
675,000
Family
Working
Secondary / secondary special
Single / not married
House / apartment
0.015221
-18,315
-497
-2,883
-1,862
null
1
1
1
1
0
0
Sales staff
2
2
2
MONDAY
10
0
0
0
0
0
0
Other
0.635035
0.458153
0.832785
0.0237
0
0.9762
0.6736
0.0013
0
0.069
0.0417
null
0.0282
0.0193
0.0137
0
0
0.0242
0
0.9762
0.6864
0.0013
0
0.069
0.0417
null
0.0289
0.0211
0.0143
0
0
0.0239
0
0.9762
0.678
0.0013
0
0.069
0.0417
null
0.0287
0.0197
0.014
0
0
reg oper account
block of flats
0.0115
Stone, brick
No
0
0
0
0
-374
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
100,392
00
Revolving loans
M
Y
N
2
180,000
180,000
9,000
180,000
Spouse, partner
Working
Secondary / secondary special
Civil marriage
With parents
0.020246
-12,325
-638
-560
-4,029
17
1
1
0
1
0
0
Laborers
4
3
3
FRIDAY
7
0
0
0
0
0
0
Business Entity Type 3
0.097682
0.262656
0.729567
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-215
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
100,393
00
Cash loans
M
Y
Y
2
405,000
2,250,000
59,485.5
2,250,000
Unaccompanied
Working
Higher education
Married
House / apartment
0.007114
-14,966
-6,158
-954
-4,979
6
1
1
0
1
1
0
Core staff
4
2
2
FRIDAY
13
0
0
0
0
0
0
Police
null
0.68232
0.692559
0.1763
0.1337
0.9886
0.8436
null
0.2
0.1724
0.3333
0.375
0.0959
null
0.1918
null
0.0405
0.1796
0.1388
0.9886
0.8497
null
0.2014
0.1724
0.3333
0.375
0.098
null
0.1999
null
0.0429
0.178
0.1337
0.9886
0.8457
null
0.2
0.1724
0.3333
0.375
0.0975
null
0.1953
null
0.0413
null
block of flats
0.1597
Panel
No
0
0
0
0
-1,014
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
100,394
00
Cash loans
M
N
Y
0
112,500
178,290
11,034
157,500
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.035792
-23,721
365,243
-3,367
-5,013
null
1
0
0
1
0
0
null
2
2
2
WEDNESDAY
14
0
0
0
0
0
0
XNA
null
0.657464
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
8
0
8
0
-1,779
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
4
100,395
00
Cash loans
M
Y
Y
0
225,000
888,840
32,053.5
675,000
Unaccompanied
Commercial associate
Secondary / secondary special
Married
Municipal apartment
0.072508
-16,719
-687
-8,892
-240
12
1
1
0
1
0
0
Drivers
2
1
1
FRIDAY
17
0
0
0
0
0
0
Business Entity Type 2
0.634742
0.775615
0.740799
0.0907
0.0701
0.9732
0.6328
0
0
0.1607
0.1667
0.0417
0
0.074
0.0673
0
0.018
0.0756
0.0457
0.9737
0.6537
0
0
0.1379
0.1667
0.0417
0
0.0661
0.0677
0
0
0.0749
0.0829
0.9737
0.6444
0
0
0.1379
0.1667
0.0417
0
0.0616
0.0683
0
0.0006
reg oper account
block of flats
0.0511
Stone, brick
No
0
0
0
0
-3,351
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
100,396
11
Cash loans
M
N
N
0
112,500
417,024
25,330.5
360,000
Family
Pensioner
Secondary / secondary special
Single / not married
House / apartment
0.025164
-13,707
365,243
-7,809
-4,436
null
1
0
0
1
0
0
null
1
2
2
SATURDAY
10
0
0
0
0
0
0
XNA
null
0.293988
0.115387
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
100,397
00
Cash loans
F
N
Y
0
144,000
1,417,185
37,512
1,237,500
Unaccompanied
State servant
Secondary / secondary special
Married
House / apartment
0.006233
-22,767
-2,998
-10,042
-4,410
null
1
1
1
1
1
0
Medicine staff
2
2
2
TUESDAY
9
0
0
0
0
0
0
Medicine
null
0.79097
0.719491
0.0464
0.003
0.9866
0.8164
0.0074
0
0.1034
0.1667
0.2083
0.0259
0.0378
0.0415
0
0.0024
0.0473
0.0032
0.9866
0.8236
0.0075
0
0.1034
0.1667
0.2083
0.0264
0.0413
0.0432
0
0.0025
0.0468
0.003
0.9866
0.8189
0.0074
0
0.1034
0.1667
0.2083
0.0263
0.0385
0.0422
0
0.0025
reg oper account
block of flats
0.0332
Panel
No
1
1
1
1
-2,552
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
100,398
00
Cash loans
F
N
Y
0
81,000
180,000
8,658
180,000
Unaccompanied
Working
Secondary / secondary special
Civil marriage
House / apartment
0.030755
-20,010
-2,784
-4,662
-3,196
null
1
1
1
1
0
0
Cleaning staff
2
2
2
FRIDAY
14
0
0
0
0
0
0
Police
0.574438
0.545454
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
9
1
9
1
-1,293
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
100,400
00
Cash loans
F
N
N
0
270,000
536,917.5
28,467
463,500
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.020246
-23,187
365,243
-13,629
-4,573
null
1
0
0
1
0
0
null
2
3
3
THURSDAY
11
0
0
0
0
0
0
XNA
null
0.442295
0.802745
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-1,553
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
100,401
11
Cash loans
F
N
Y
0
202,500
343,683
16,663.5
261,000
Unaccompanied
Pensioner
Secondary / secondary special
Separated
House / apartment
0.010966
-20,200
365,243
-973
-2,779
null
1
0
0
1
0
0
null
1
2
2
THURSDAY
10
0
0
0
0
0
0
XNA
null
0.622575
null
0.1495
0.0813
0.9836
0.7756
0.018
0.04
0.0345
0.3333
0.375
0.103
0.121
0.0933
0.0039
0.0256
0.1523
0.0843
0.9836
0.7844
0.0182
0.0403
0.0345
0.3333
0.375
0.1054
0.1322
0.0972
0.0039
0.0271
0.1509
0.0813
0.9836
0.7786
0.0181
0.04
0.0345
0.3333
0.375
0.1048
0.1231
0.095
0.0039
0.0262
reg oper account
block of flats
0.0888
Stone, brick
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
null
null
null
null
null
null
100,402
00
Cash loans
F
N
Y
0
81,000
276,277.5
21,825
238,500
Unaccompanied
Pensioner
Secondary / secondary special
Single / not married
Municipal apartment
0.005144
-19,780
365,243
-11,248
-3,331
null
1
0
0
1
0
0
null
1
2
2
MONDAY
15
0
0
0
0
0
0
XNA
null
null
null
0.0495
0.0413
0.9692
null
null
0
0.069
0.0833
null
0.0215
null
0.0186
null
0
0.0504
0.0429
0.9692
null
null
0
0.069
0.0833
null
0.022
null
0.0194
null
0
0.05
0.0413
0.9692
null
null
0
0.069
0.0833
null
0.0219
null
0.019
null
0
null
specific housing
0.0213
Stone, brick
No
1
0
1
0
-275
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
100,403
00
Cash loans
M
Y
Y
0
315,000
1,350,000
39,604.5
1,350,000
Unaccompanied
Working
Higher education
Married
House / apartment
0.008575
-10,615
-1,496
-2,119
-587
1
1
1
0
1
0
0
Sales staff
2
2
2
WEDNESDAY
14
0
0
0
1
1
0
Business Entity Type 3
0.137062
0.324174
0.486653
0.0742
0.0853
0.9871
0.8232
0.0107
0
0.1724
0.1667
0.2083
null
0.0605
0.0702
0
0.0214
0.0756
0.0885
0.9871
0.8301
0.0108
0
0.1724
0.1667
0.2083
null
0.0661
0.0731
0
0.0227
0.0749
0.0853
0.9871
0.8256
0.0108
0
0.1724
0.1667
0.2083
null
0.0616
0.0714
0
0.0219
reg oper account
block of flats
0.0657
Stone, brick
No
1
0
1
0
-527
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
100,405
00
Cash loans
M
Y
Y
0
180,000
450,000
22,018.5
450,000
Unaccompanied
Working
Secondary / secondary special
Single / not married
House / apartment
0.010643
-8,598
-220
-1,058
-1,282
12
1
1
1
1
1
0
Core staff
1
2
2
TUESDAY
10
0
1
1
0
1
1
Police
0.199625
0.381817
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-963
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
100,406
00
Cash loans
F
N
Y
0
135,000
468,648
34,101
414,000
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.010006
-20,846
365,243
-774
-4,153
null
1
0
0
1
1
0
null
2
2
2
FRIDAY
8
0
0
0
0
0
0
XNA
null
0.160741
0.713631
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-164
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
100,407
00
Cash loans
F
N
N
0
157,500
521,280
26,743.5
450,000
Family
Working
Higher education
Married
House / apartment
0.031329
-11,582
-3,632
-5,277
-1,294
null
1
1
1
1
1
0
Security staff
2
2
2
THURSDAY
13
0
0
0
0
0
0
Government
0.431068
0.540298
0.495666
0.1031
0.1392
0.9896
null
null
0
0.2759
0.1667
null
null
0.0841
0.1142
0
0
0.105
0.1445
0.9896
null
null
0
0.2759
0.1667
null
null
0.0918
0.119
0
0
0.1041
0.1392
0.9896
null
null
0
0.2759
0.1667
null
null
0.0855
0.1163
0
0
reg oper account
block of flats
0.1002
Panel
No
0
0
0
0
-1,129
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
100,408
00
Cash loans
F
N
Y
0
81,000
454,500
29,173.5
454,500
Unaccompanied
Commercial associate
Incomplete higher
Separated
House / apartment
0.026392
-15,781
-422
-3,929
-4,139
null
1
1
0
1
1
0
Cleaning staff
1
2
2
FRIDAY
10
0
0
0
0
1
1
Business Entity Type 3
null
0.435251
null
0.1485
null
0.9861
null
null
0.16
0.1379
0.3333
null
null
null
0.1529
null
0
0.1513
null
0.9861
null
null
0.1611
0.1379
0.3333
null
null
null
0.1593
null
0
0.1499
null
0.9861
null
null
0.16
0.1379
0.3333
null
null
null
0.1557
null
0
null
block of flats
0.1203
Panel
No
2
0
2
0
0
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
100,409
00
Cash loans
M
N
Y
0
112,500
454,500
23,337
454,500
Unaccompanied
Commercial associate
Incomplete higher
Single / not married
House / apartment
0.026392
-10,547
-1,897
-4,480
-3,137
null
1
1
0
1
0
0
Drivers
1
2
2
FRIDAY
17
0
0
0
0
0
0
Industry: type 3
null
0.518013
0.340906
0.0866
null
0.9781
null
null
0
0.2069
0.1667
null
null
null
0.0763
null
0
0.0882
null
0.9782
null
null
0
0.2069
0.1667
null
null
null
0.0795
null
0
0.0874
null
0.9781
null
null
0
0.2069
0.1667
null
null
null
0.0777
null
0
null
block of flats
0.068
Block
No
0
0
0
0
-1,343
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
100,410
00
Cash loans
F
Y
N
0
180,000
1,258,650
56,277
1,125,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.032561
-14,239
-4,073
-8,317
-5,695
10
1
1
1
1
1
0
Managers
2
1
1
THURSDAY
17
0
0
0
0
1
1
Business Entity Type 3
null
0.776311
null
0.1335
0.1111
0.9776
0.694
0.0247
0.1
0.1552
0.25
0.2917
0.043
0.1088
0.1269
0
0
0.084
0.1017
0.9777
0.706
0.0116
0
0.1379
0.1667
0.2083
0.0321
0.0735
0.0727
0
0
0.1348
0.1111
0.9776
0.6981
0.0248
0.1
0.1552
0.25
0.2917
0.0438
0.1107
0.1291
0
0
reg oper spec account
block of flats
0.1654
Panel
No
5
0
5
0
-2,461
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
100,411
00
Cash loans
M
Y
N
1
450,000
1,035,832.5
33,412.5
904,500
Unaccompanied
Working
Higher education
Married
House / apartment
0.009334
-19,410
-5,545
-1,006
-1,822
9
1
1
1
1
0
0
Managers
3
2
2
WEDNESDAY
15
0
0
0
0
1
1
Self-employed
null
0.609781
0.223831
0.0103
0.2148
0.9752
0.66
0
0
0.1034
0.125
0.0417
0.0468
0.0084
0.0236
0
0.0844
0.0105
0.2229
0.9752
0.6733
0
0
0.1034
0.125
0.0417
0.0479
0.0092
0.0246
0
0.0893
0.0104
0.2148
0.9752
0.6645
0
0
0.1034
0.125
0.0417
0.0477
0.0086
0.0241
0
0.0862
reg oper account
block of flats
0.0369
Stone, brick
No
0
0
0
0
-792
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
100,412
00
Cash loans
F
Y
Y
2
135,000
318,528
25,294.5
252,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.011703
-11,039
-1,865
-1,379
-716
21
1
1
0
1
0
0
Medicine staff
4
2
2
THURSDAY
16
0
0
0
0
1
1
Medicine
0.411616
0.633435
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-506
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
100,413
00
Cash loans
M
N
Y
0
90,000
90,000
9,351
90,000
Spouse, partner
Pensioner
Secondary / secondary special
Married
House / apartment
0.019101
-22,768
365,243
-4,730
-5,252
null
1
0
0
1
0
0
null
2
2
2
SATURDAY
12
0
0
0
0
0
0
XNA
null
0.651336
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-344
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
100,414
00
Cash loans
F
N
Y
0
112,500
533,304
27,360
405,000
Unaccompanied
Working
Secondary / secondary special
Single / not married
House / apartment
0.018634
-12,360
-4,048
-5,972
-4,193
null
1
1
0
1
0
0
Sales staff
1
2
2
TUESDAY
10
0
0
0
1
1
0
Self-employed
null
0.557008
0.65126
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-2,519
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
4
100,415
00
Cash loans
F
N
Y
2
112,500
792,162
38,241
630,000
Unaccompanied
Working
Secondary / secondary special
Civil marriage
House / apartment
0.014464
-13,552
-2,418
-755
-1,252
null
1
1
0
1
0
0
Sales staff
4
2
2
MONDAY
5
0
0
0
0
0
0
Self-employed
0.779624
0.233826
0.832785
0.0825
0.0712
0.9757
0.6668
0.0302
0
0.2069
0.1667
0.2083
0.076
0.0672
0.0695
0
0
0.084
0.0739
0.9757
0.6798
0.0305
0
0.2069
0.1667
0.2083
0.0777
0.0735
0.0724
0
0
0.0833
0.0712
0.9757
0.6713
0.0304
0
0.2069
0.1667
0.2083
0.0773
0.0684
0.0708
0
0
reg oper spec account
block of flats
0.0719
Panel
No
0
0
0
0
-2,275
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
0
0
0
100,417
00
Cash loans
F
N
Y
0
180,000
755,190
36,459
675,000
Family
Working
Secondary / secondary special
Widow
House / apartment
0.035792
-16,129
-879
-9,171
-4,716
null
1
1
0
1
0
0
Core staff
1
2
2
WEDNESDAY
11
0
0
0
0
1
1
Hotel
null
0.355231
0.712155
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-2,779
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
100,418
00
Cash loans
F
N
N
0
135,000
521,280
31,500
450,000
Unaccompanied
Working
Secondary / secondary special
Civil marriage
House / apartment
0.00963
-13,284
-1,765
-562
-729
null
1
1
0
1
0
0
Sales staff
2
2
2
FRIDAY
17
0
0
0
0
0
0
Government
0.485289
0.737664
0.463275
0.0186
0
0.9831
0.7688
0.0036
0
0.1034
0.0417
0.0417
0
0.0151
0.0195
0
0
0.0189
0
0.9831
0.7779
0.0036
0
0.1034
0.0417
0.0417
0
0.0165
0.0203
0
0
0.0187
0
0.9831
0.7719
0.0036
0
0.1034
0.0417
0.0417
0
0.0154
0.0198
0
0
reg oper spec account
block of flats
0.0173
Stone, brick
No
3
1
3
0
-542
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
100,419
00
Cash loans
F
N
Y
0
112,500
454,500
13,419
454,500
Unaccompanied
Pensioner
Secondary / secondary special
Separated
House / apartment
0.031329
-20,434
365,243
-6,328
-17
null
1
0
0
1
1
0
null
1
2
2
FRIDAY
9
0
0
0
0
0
0
XNA
null
0.660829
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
1
1
1
1
-1,662
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
100,420
00
Cash loans
F
N
Y
3
54,000
91,692
9,198
81,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.02461
-14,283
-2,191
-8,330
-3,851
null
1
1
0
1
0
0
Sales staff
5
2
2
FRIDAY
15
0
0
0
0
0
0
Business Entity Type 2
null
0.610426
0.355639
0.2227
0
0.9856
0.8028
null
0.12
0.1034
0.3333
0.0417
null
0.1807
0.2223
0.0039
0.0458
0.2269
0
0.9856
0.8105
null
0.1208
0.1034
0.3333
0.0417
null
0.1974
0.2316
0.0039
0.0484
0.2248
0
0.9856
0.8054
null
0.12
0.1034
0.3333
0.0417
null
0.1838
0.2263
0.0039
0.0467
reg oper account
block of flats
0.2076
Stone, brick
No
2
0
2
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
100,421
00
Cash loans
M
Y
N
0
450,000
900,000
32,017.5
900,000
Unaccompanied
Commercial associate
Higher education
Single / not married
Municipal apartment
0.072508
-19,082
-2,299
-4,345
-2,252
4
1
1
0
1
1
0
Managers
1
1
1
MONDAY
11
0
0
0
0
0
0
Business Entity Type 3
null
0.688239
0.389339
0.216
0.0908
0.9841
0.7824
0.112
0.22
0.1034
0.5
0.5417
0
0.1698
0.2124
0.029
0.0223
0.0756
0.0374
0.9747
0.6668
0.034
0.0403
0.0345
0.3333
0.375
0
0.0661
0.0534
0
0
0.2181
0.0908
0.9841
0.7853
0.1127
0.22
0.1034
0.5
0.5417
0
0.1727
0.2162
0.0291
0.0227
reg oper account
block of flats
0.4074
Block
No
0
0
0
0
-502
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
100,423
00
Cash loans
F
Y
Y
0
472,500
1,327,648.5
42,957
1,039,500
Unaccompanied
Working
Higher education
Married
House / apartment
0.04622
-16,376
-1,251
-673
-4,310
6
1
1
0
1
0
1
High skill tech staff
2
1
1
WEDNESDAY
16
0
0
0
0
1
1
Self-employed
0.802867
0.050916
0.712155
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-109
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
1
3
100,424
11
Cash loans
M
N
Y
0
112,500
117,162
12,433.5
103,500
Unaccompanied
Working
Secondary / secondary special
Separated
House / apartment
0.01885
-18,302
-136
-4,005
-1,281
null
1
1
0
1
0
0
Laborers
1
2
2
THURSDAY
11
0
0
0
0
1
1
Other
null
0.500609
0.554947
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-745
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
100,425
00
Cash loans
F
Y
Y
2
90,000
688,500
20,259
688,500
Family
Working
Higher education
Married
House / apartment
0.025164
-12,982
-2,850
-3,476
-5,139
64
1
1
0
1
0
0
Core staff
4
2
2
SATURDAY
8
0
0
0
0
0
0
Kindergarten
0.340206
0.335586
0.710674
0.0082
0
0.9608
0.4628
0.0008
0
0.0345
0.0833
0.125
0.0086
0.0067
0.006
0
0
0.0084
0
0.9608
0.4838
0.0008
0
0.0345
0.0833
0.125
0.0088
0.0073
0.0063
0
0
0.0083
0
0.9608
0.47
0.0008
0
0.0345
0.0833
0.125
0.0087
0.0068
0.0061
0
0
reg oper account
block of flats
0.0082
Wooden
No
3
0
3
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
100,427
00
Cash loans
F
N
N
1
67,500
450,000
30,442.5
450,000
Unaccompanied
Working
Higher education
Married
House / apartment
0.030755
-13,455
-4,971
-5,851
-4,246
null
1
1
0
1
0
0
Managers
3
2
2
THURSDAY
19
0
0
0
0
1
1
Postal
null
0.396485
0.49206
0.0155
0.0382
0.9871
null
null
0
0.1034
0.0417
null
0.0074
null
0.0173
null
0
0.0158
0.0397
0.9871
null
null
0
0.1034
0.0417
null
0.0076
null
0.018
null
0
0.0156
0.0382
0.9871
null
null
0
0.1034
0.0417
null
0.0076
null
0.0176
null
0
null
block of flats
0.015
Stone, brick
No
0
0
0
0
-2,458
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
100,428
00
Cash loans
F
Y
Y
0
90,000
1,224,990
35,946
877,500
Unaccompanied
Working
Higher education
Married
House / apartment
0.007305
-19,998
-2,082
-393
-3,499
18
1
1
0
1
0
0
Drivers
2
3
3
WEDNESDAY
6
0
0
0
0
0
0
Self-employed
0.851905
0.561288
0.53707
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-2,334
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
0
1
100,429
00
Cash loans
M
N
Y
0
180,000
629,325
26,793
562,500
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.035792
-15,438
-936
-7,215
-4,030
null
1
1
0
1
0
0
Laborers
2
2
2
SUNDAY
12
0
0
0
0
0
0
Government
0.177098
0.262995
0.090221
0.1124
0.0575
0.9836
null
null
0.12
0.1034
0.3333
null
0.0919
null
0.1156
null
0.001
0.1145
0.0597
0.9836
null
null
0.1208
0.1034
0.3333
null
0.094
null
0.1204
null
0.0011
0.1135
0.0575
0.9836
null
null
0.12
0.1034
0.3333
null
0.0935
null
0.1177
null
0.001
null
block of flats
0.0911
Panel
No
1
0
1
0
-543
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
100,430
00
Cash loans
F
N
Y
1
90,000
157,914
17,136
139,500
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.01885
-8,650
-296
-832
-1,314
null
1
1
0
1
0
0
Core staff
3
2
2
MONDAY
13
0
0
0
1
1
0
Other
null
0.216048
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-44
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
100,431
00
Cash loans
F
N
Y
1
157,500
1,724,220
47,542.5
1,350,000
Unaccompanied
Working
Secondary / secondary special
Civil marriage
House / apartment
0.022625
-19,642
-6,684
-2,495
-3,101
null
1
1
0
1
1
0
Laborers
3
2
2
FRIDAY
13
0
0
0
0
0
0
Business Entity Type 3
null
0.414193
0.000527
0.1031
0.1095
0.9831
0.7688
0.0116
0
0.2069
0.1667
0.2083
0.0238
0.0832
0.0607
0.0039
0.0033
0.105
0.1137
0.9831
0.7779
0.0117
0
0.2069
0.1667
0.2083
0.0243
0.0909
0.0632
0.0039
0.0035
0.1041
0.1095
0.9831
0.7719
0.0116
0
0.2069
0.1667
0.2083
0.0242
0.0847
0.0618
0.0039
0.0033
reg oper account
block of flats
0.0718
Panel
No
0
0
0
0
-235
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
100,432
00
Cash loans
F
N
N
0
90,000
495,000
25,272
495,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.010556
-10,347
-1,276
-2,127
-2,163
null
1
1
1
1
1
0
Secretaries
2
3
3
WEDNESDAY
20
0
0
0
0
0
0
Government
0.243313
0.699217
0.733815
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-506
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
100,433
00
Cash loans
F
N
Y
1
157,500
472,500
45,454.5
454,500
Unaccompanied
Working
Secondary / secondary special
Civil marriage
House / apartment
0.019689
-16,048
-3,879
-10,146
-4,217
null
1
1
0
1
0
0
Sales staff
3
2
2
MONDAY
11
0
0
0
0
0
0
Self-employed
0.732647
0.199543
0.785052
0.0412
0.0354
0.9742
null
null
0
0.069
0.1667
null
0.0268
null
0.0312
null
0
0.042
0.0367
0.9742
null
null
0
0.069
0.1667
null
0.0275
null
0.0325
null
0
0.0416
0.0354
0.9742
null
null
0
0.069
0.1667
null
0.0273
null
0.0318
null
0
null
block of flats
0.0246
Stone, brick
No
1
0
1
0
-1,811
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
100,434
00
Cash loans
F
N
Y
1
202,500
280,170
30,303
247,500
Unaccompanied
State servant
Secondary / secondary special
Separated
Municipal apartment
0.072508
-17,860
-1,565
-11,928
-1,400
null
1
1
0
1
1
0
Medicine staff
2
1
1
WEDNESDAY
18
0
0
0
0
0
0
Other
null
0.712768
0.387625
0.0784
0.0589
0.9737
null
null
0.02
0.0862
0.25
null
0
null
0.0606
null
0.0064
0.0756
0.0373
0.9737
null
null
0
0.0345
0.1667
null
0
null
0.0536
null
0.0005
0.0791
0.0589
0.9737
null
null
0.02
0.0862
0.25
null
0
null
0.0617
null
0.0065
null
block of flats
0.0431
Panel
No
1
0
1
0
-2,652
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
100,435
00
Cash loans
F
N
Y
0
112,500
450,000
16,294.5
450,000
Unaccompanied
Commercial associate
Secondary / secondary special
Separated
House / apartment
0.035792
-16,462
-4,690
-3,290
-15
null
1
1
0
1
0
0
null
1
2
2
SATURDAY
10
0
0
0
0
1
1
Industry: type 9
null
0.661887
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
-2,327
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
100,436
00
Revolving loans
F
N
Y
0
112,500
405,000
20,250
405,000
Unaccompanied
Commercial associate
Secondary / secondary special
Married
House / apartment
0.035792
-19,345
-2,418
-13,244
-2,891
null
1
1
0
1
0
0
Sales staff
2
2
2
FRIDAY
11
0
0
0
0
0
0
Business Entity Type 3
null
0.731873
0.657784
0.0619
0.0549
0.9737
0.6396
0.0064
0
0.1034
0.1667
0.2083
0.0385
0.0504
0.051
0
0
0.063
0.057
0.9737
0.6537
0.0065
0
0.1034
0.1667
0.2083
0.0394
0.0551
0.0532
0
0
0.0625
0.0549
0.9737
0.6444
0.0065
0
0.1034
0.1667
0.2083
0.0392
0.0513
0.052
0
0
reg oper account
block of flats
0.0401
Panel
No
0
0
0
0
-3,258
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
4
100,437
00
Cash loans
F
N
Y
1
67,500
817,560
30,951
675,000
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.035792
-21,401
365,243
-3,940
-4,642
null
1
0
0
1
0
0
null
3
2
2
THURSDAY
13
0
0
0
0
0
0
XNA
0.741783
0.730751
0.636376
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-407
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
2
100,439
11
Cash loans
M
N
Y
0
81,000
312,840
22,891.5
247,500
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.01885
-8,038
-609
-8,038
-727
null
1
1
0
1
0
1
High skill tech staff
2
2
2
THURSDAY
17
0
0
0
1
1
0
Industry: type 9
null
0.482209
0.06511
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-510
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
100,440
00
Cash loans
F
N
Y
0
40,500
127,350
7,438.5
112,500
Family
Pensioner
Secondary / secondary special
Married
House / apartment
0.00733
-23,903
365,243
-12,295
-4,332
null
1
0
0
1
0
0
null
2
2
2
FRIDAY
11
0
0
0
0
0
0
XNA
null
0.09661
0.785052
0.066
null
0.9836
null
null
0
0.1379
0.125
0.0417
null
0.0538
0.0655
0
null
0.0672
null
0.9836
null
null
0
0.1379
0.125
0.0417
null
0.0588
0.0683
0
null
0.0666
null
0.9836
null
null
0
0.1379
0.125
0.0417
null
0.0547
0.0667
0
null
reg oper account
block of flats
0.0535
Stone, brick
No
0
0
0
0
-861
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
100,441
00
Cash loans
F
N
Y
0
135,000
269,550
11,416.5
225,000
Unaccompanied
Pensioner
Secondary / secondary special
Civil marriage
House / apartment
0.009549
-20,171
365,243
-240
-3,555
null
1
0
0
1
0
0
null
2
2
2
THURSDAY
16
0
0
0
0
0
0
XNA
null
0.604382
0.669057
0.1237
0.1016
0.9776
0.694
0.0424
0
0.2069
0.1667
0.2083
0.1119
0.1009
0.1061
0
0
0.1261
0.1054
0.9777
0.706
0.0428
0
0.2069
0.1667
0.2083
0.1145
0.1102
0.1106
0
0
0.1249
0.1016
0.9776
0.6981
0.0427
0
0.2069
0.1667
0.2083
0.1139
0.1026
0.108
0
0
reg oper account
block of flats
0.0892
Stone, brick
No
0
0
0
0
-1,488
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
6
100,442
00
Cash loans
F
N
N
0
148,500
805,536
32,076
720,000
Children
State servant
Secondary / secondary special
Married
House / apartment
0.00496
-18,715
-6,991
-8,455
-2,255
null
1
1
0
1
1
0
Cooking staff
2
2
2
THURSDAY
16
0
0
0
1
1
0
Medicine
0.718754
0.772571
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-1,447
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
100,443
00
Cash loans
F
N
Y
0
144,000
456,273
23,296.5
346,500
Unaccompanied
Pensioner
Secondary / secondary special
Widow
House / apartment
0.010147
-23,054
365,243
-3,975
-4,748
null
1
0
0
1
0
0
null
1
2
2
WEDNESDAY
10
0
0
0
0
0
0
XNA
null
0.427934
0.65126
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
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
1
100,448
00
Cash loans
F
N
Y
2
202,500
598,486.5
25,290
454,500
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.00823
-11,693
-3,158
-2,746
-3,310
null
1
1
0
1
0
0
Sales staff
4
2
2
SUNDAY
12
0
0
0
0
0
0
Business Entity Type 3
null
0.597765
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
-2,700
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
100,449
00
Cash loans
F
N
Y
0
157,500
942,300
27,679.5
675,000
Unaccompanied
Working
Higher education
Separated
House / apartment
0.030755
-16,832
-5,544
-8,718
-379
null
1
1
0
1
0
0
Laborers
1
2
2
FRIDAY
9
0
0
0
0
0
0
Business Entity Type 1
null
0.611881
0.486653
0.1639
0.0517
0.9791
0.7144
0.014
0
0.1034
0.1667
0.2083
0.0212
0.1328
0.0588
0.0039
0.0047
0.167
0.0536
0.9791
0.7256
0.0141
0
0.1034
0.1667
0.2083
0.0217
0.1451
0.0612
0.0039
0.0049
0.1655
0.0517
0.9791
0.7182
0.0141
0
0.1034
0.1667
0.2083
0.0216
0.1351
0.0598
0.0039
0.0048
reg oper account
block of flats
0.0545
Stone, brick
No
0
0
0
0
-849
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
100,451
00
Cash loans
F
N
Y
0
144,000
446,931
16,978.5
369,000
Unaccompanied
Commercial associate
Secondary / secondary special
Married
House / apartment
0.00702
-19,501
-10,988
-8,368
-3,013
null
1
1
0
1
0
0
Laborers
2
2
2
SATURDAY
13
0
0
0
0
1
1
Business Entity Type 2
null
0.652755
0.344155
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-1,649
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
5
100,452
11
Cash loans
M
N
Y
1
171,000
1,009,566
36,391.5
904,500
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.025164
-18,767
-2,046
-6,555
-2,317
null
1
1
1
1
0
0
null
3
2
2
FRIDAY
8
0
0
0
0
0
0
Business Entity Type 3
null
0.26652
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-1,144
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
100,453
00
Cash loans
M
Y
N
2
247,500
521,280
27,423
450,000
Unaccompanied
Working
Higher education
Married
House / apartment
0.008866
-12,191
-3,298
-1,371
-3,948
6
1
1
0
1
0
0
null
4
2
2
TUESDAY
17
0
0
0
0
1
1
Business Entity Type 3
null
0.636496
0.681706
0.0021
null
0.9906
null
null
null
0.069
0
null
null
null
0.0042
null
null
0.0021
null
0.9906
null
null
null
0.069
0
null
null
null
0.0044
null
null
0.0021
null
0.9906
null
null
null
0.069
0
null
null
null
0.0043
null
null
null
block of flats
0.0033
Wooden
No
0
0
0
0
-1,754
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
100,454
00
Revolving loans
M
Y
Y
3
607,500
1,350,000
67,500
1,350,000
Unaccompanied
Commercial associate
Higher education
Married
House / apartment
0.032561
-13,530
-3,269
-987
-4,360
2
1
1
0
1
0
0
Managers
5
1
1
THURSDAY
10
0
0
0
0
0
0
Other
null
0.623473
null
0.0608
0.0639
0.9503
0.32
0.0168
0.16
0.1379
0.2083
0.25
0.0622
0.0488
0.0886
0.0077
0.0253
0.0609
0.0663
0.9503
0.3466
0.0169
0.1611
0.1379
0.2083
0.25
0.0636
0.0533
0.0923
0.0078
0.0268
0.0614
0.0639
0.9503
0.3291
0.0169
0.16
0.1379
0.2083
0.25
0.0633
0.0496
0.0902
0.0078
0.0258
reg oper account
block of flats
0.0843
Stone, brick
No
0
0
0
0
-2
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
100,455
00
Cash loans
F
Y
Y
2
135,000
830,214
24,273
693,000
Unaccompanied
Working
Higher education
Married
House / apartment
0.030755
-11,523
-3,443
-37
-4,059
8
1
1
0
1
0
0
Core staff
4
2
2
THURSDAY
12
0
0
0
0
0
0
Transport: type 2
0.183379
0.72386
0.703203
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-464
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
100,456
00
Cash loans
M
Y
Y
1
211,500
545,040
26,640
450,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.019101
-12,360
-914
-2,092
-3,968
14
1
1
0
1
0
0
Drivers
3
2
2
TUESDAY
12
0
0
0
0
1
1
Other
0.283292
0.548726
0.187389
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-860
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
2
100,457
00
Revolving loans
F
Y
Y
0
211,500
270,000
13,500
270,000
Unaccompanied
Working
Higher education
Single / not married
House / apartment
0.006008
-8,922
-728
-8,882
-66
7
1
1
0
1
1
0
Core staff
1
2
2
MONDAY
12
0
0
0
1
1
0
Trade: type 2
0.409581
0.656779
null
0.1113
0.0697
0.9881
0.8368
0.0712
0.12
0.1034
0.3333
0.375
0.0511
0.0908
0.1164
0
0
0.1134
0.0724
0.9881
0.8432
0.0718
0.1208
0.1034
0.3333
0.375
0.0522
0.0992
0.1213
0
0
0.1124
0.0697
0.9881
0.839
0.0717
0.12
0.1034
0.3333
0.375
0.052
0.0923
0.1185
0
0
org spec account
block of flats
0.1063
Stone, brick
No
null
null
null
null
-638
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
null
null
null
null
null
null
100,458
00
Cash loans
F
N
N
0
90,000
808,650
26,217
675,000
Family
Pensioner
Secondary / secondary special
Married
House / apartment
0.020713
-20,646
365,243
-12,781
-3,849
null
1
0
0
1
0
0
null
2
3
3
THURSDAY
8
0
0
0
0
0
0
XNA
0.575941
0.552811
0.662638
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-238
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
100,459
00
Revolving loans
M
Y
Y
0
270,000
225,000
11,250
225,000
Unaccompanied
Commercial associate
Secondary / secondary special
Single / not married
House / apartment
0.04622
-15,832
-459
-8,346
-4,726
6
1
1
0
1
1
0
Drivers
1
1
1
THURSDAY
10
1
1
0
0
0
0
Business Entity Type 3
null
0.734636
0.256706
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
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
-1,031
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
0
100,460
00
Revolving loans
F
N
N
0
315,000
540,000
27,000
540,000
Unaccompanied
Commercial associate
Higher education
Single / not married
Rented apartment
0.014464
-9,842
-157
-2,291
-2,291
null
1
1
0
1
0
0
null
1
2
2
FRIDAY
13
0
1
1
0
0
0
Business Entity Type 3
0.439873
0.349457
0.633032
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
-404
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
100,461
00
Cash loans
F
Y
Y
0
252,000
288,873
16,713
238,500
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.007114
-15,868
-2,134
-7,595
-4,536
15
1
1
0
1
0
0
Core staff
2
2
2
TUESDAY
10
0
0
0
0
0
0
School
0.678348
0.262055
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
-1,603
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
100,462
00
Cash loans
M
N
N
0
111,919.5
152,820
7,911
135,000
Unaccompanied
Commercial associate
Secondary / secondary special
Civil marriage
House / apartment
0.018209
-16,395
-8,001
-457
-4,574
null
1
1
1
1
1
0
Laborers
2
3
3
WEDNESDAY
11
0
0
0
0
0
0
Business Entity Type 2
null
0.490758
0.465069
null
0.4013
0.9786
null
null
null
0.2069
0.1667
null
null
null
0.0976
null
0.0707
null
0.4165
0.9786
null
null
null
0.2069
0.1667
null
null
null
0.1017
null
0.0748
null
0.4013
0.9786
null
null
null
0.2069
0.1667
null
null
null
0.0994
null
0.0721
null
null
0.0921
Panel
No
1
0
1
0
-2,463
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