SK_ID_CURR
int64
100k
456k
TARGET
int64
0
1
NAME_CONTRACT_TYPE
stringclasses
2 values
CODE_GENDER
stringclasses
2 values
FLAG_OWN_CAR
stringclasses
2 values
FLAG_OWN_REALTY
stringclasses
2 values
CNT_CHILDREN
int64
0
8
AMT_INCOME_TOTAL
float64
27k
1.8M
AMT_CREDIT
float64
45k
3.08M
AMT_ANNUITY
float64
3.05k
225k
AMT_GOODS_PRICE
float64
45k
2.93M
NAME_TYPE_SUITE
stringclasses
7 values
NAME_INCOME_TYPE
stringclasses
4 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
-25,165
-7,680
DAYS_EMPLOYED
int64
-15,943
365k
DAYS_REGISTRATION
float64
-19,463
0
DAYS_ID_PUBLISH
int64
-6,259
-1
OWN_CAR_AGE
float64
0
65
FLAG_MOBIL
int64
1
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
10
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
1
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
0.03
0.94
EXT_SOURCE_2
float64
0
0.86
EXT_SOURCE_3
float64
0
0.88
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
26
DEF_30_CNT_SOCIAL_CIRCLE
float64
0
4
OBS_60_CNT_SOCIAL_CIRCLE
float64
0
26
DEF_60_CNT_SOCIAL_CIRCLE
float64
0
4
DAYS_LAST_PHONE_CHANGE
float64
-3,791
0
FLAG_DOCUMENT_2
int64
0
0
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
0
FLAG_DOCUMENT_11
int64
0
1
FLAG_DOCUMENT_12
int64
0
0
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
4
AMT_REQ_CREDIT_BUREAU_WEEK
float64
0
4
AMT_REQ_CREDIT_BUREAU_MON
float64
0
17
AMT_REQ_CREDIT_BUREAU_QRT
float64
0
6
AMT_REQ_CREDIT_BUREAU_YEAR
float64
0
9
206,336
0
Cash loans
F
N
Y
0
103,500
332,946
16,146
238,500
Unaccompanied
Pensioner
Higher education
Married
House / apartment
0.025164
-21,112
365,243
-11,642
-4,224
7
1
0
0
1
0
0
Laborers
2
2
2
FRIDAY
8
0
0
0
0
0
0
XNA
0.351883
0.61185
0.212756
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
1
0
1
0
-2,805
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
356,012
0
Cash loans
F
Y
Y
0
198,000
679,500
19,998
679,500
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.006671
-15,956
-419
-123
-1,650
16
1
1
1
1
0
0
Core staff
2
2
2
SATURDAY
13
0
0
0
0
0
0
School
0.641884
0.617469
0.526295
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
6
1
6
0
-1,281
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
250,615
0
Cash loans
F
N
N
0
171,000
640,080
29,970
450,000
Unaccompanied
Working
Secondary / secondary special
Single / not married
With parents
0.010032
-9,306
-997
-4,832
-227
7
1
1
0
1
0
0
Medicine staff
1
2
2
SUNDAY
5
0
0
0
0
0
0
Medicine
0.308402
0.090311
0.7463
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-832
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
306,457
0
Cash loans
F
N
Y
1
247,500
942,300
34,749
675,000
Unaccompanied
Working
Higher education
Separated
House / apartment
0.009175
-12,831
-199
-3,868
-5,043
7
1
1
0
1
1
0
Core staff
2
2
2
TUESDAY
10
0
1
1
0
0
0
Trade: type 7
0.356323
0.60912
0.162442
0.0784
0
0.9871
0.8232
0
0
0.2069
0.1667
0.2083
0.0756
0.0504
0.0742
0
0
0.0798
0
0.9871
0.8301
0
0
0.2069
0.1667
0.2083
0.0773
0.0551
0.0773
0
0
0.0791
0
0.9871
0.8256
0
0
0.2069
0.1667
0.2083
0.0769
0.0513
0.0755
0
0
reg oper account
block of flats
0.064
Stone, brick
No
4
1
4
0
-1,665
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
411,272
0
Cash loans
M
Y
N
0
202,500
1,762,110
46,480.5
1,575,000
Unaccompanied
Working
Secondary / secondary special
Married
Municipal apartment
0.04622
-16,545
-396
-8,642
-103
3
1
1
1
1
1
0
Drivers
2
1
1
SUNDAY
18
0
1
1
0
1
1
School
0.379332
0.785384
0.377404
0.0825
0
0.9752
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9752
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9752
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0.0542
Stone, brick
No
10
0
10
0
-1,646
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
241,271
0
Cash loans
F
N
Y
0
157,500
432,661.5
22,252.5
373,500
Unaccompanied
Pensioner
Secondary / secondary special
Civil marriage
House / apartment
0.031329
-20,502
365,243
-812
-3,789
7
1
0
0
1
0
0
Laborers
2
2
2
FRIDAY
9
0
0
0
0
0
0
XNA
0.356323
0.591387
0.754406
0.1299
0.1179
0.9826
0.8232
0
0
0.2759
0.1667
0.2083
0.1623
0.0504
0.1232
0
0
0.1324
0.1223
0.9826
0.8301
0
0
0.2759
0.1667
0.2083
0.166
0.0551
0.1283
0
0
0.1312
0.1179
0.9826
0.8256
0
0
0.2759
0.1667
0.2083
0.1651
0.0513
0.1254
0
0
reg oper account
block of flats
0.1054
Block
No
0
0
0
0
-479
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
356,459
0
Cash loans
F
N
Y
1
247,500
1,436,850
42,142.5
1,125,000
Unaccompanied
Working
Secondary / secondary special
Married
With parents
0.018801
-8,696
-501
-3,573
-1,169
7
1
1
0
1
0
0
Laborers
3
2
2
FRIDAY
15
0
0
0
1
1
0
University
0.416067
0.356715
0.7463
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
6
0
6
0
-607
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
289,568
0
Cash loans
F
Y
Y
0
252,000
900,000
29,034
900,000
Unaccompanied
State servant
Secondary / secondary special
Married
House / apartment
0.003818
-14,954
-2,072
-7,477
-4,548
7
1
1
1
1
0
0
Sales staff
2
2
2
THURSDAY
10
0
0
0
0
0
0
Business Entity Type 3
0.356323
0.706755
0.701696
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
2
0
2
0
-1,191
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
8
0
1
161,425
0
Cash loans
F
N
Y
1
135,000
450,000
21,888
450,000
Unaccompanied
Working
Higher education
Married
House / apartment
0.018634
-10,418
-2,292
-8,515
-1,367
7
1
1
1
1
1
0
Core staff
3
2
2
FRIDAY
15
0
0
0
0
1
1
Business Entity Type 2
0.470912
0.601602
0.533482
0.1474
0.0855
0.9886
0.8436
0
0.04
0.0345
0.3333
0.0417
0.0712
0.1168
0.0955
0.0154
0.0203
0.1502
0.0888
0.9886
0.8497
0
0.0403
0.0345
0.3333
0.0417
0.0728
0.1276
0.0995
0.0156
0.0215
0.1489
0.0855
0.9886
0.8457
0
0.04
0.0345
0.3333
0.0417
0.0724
0.1189
0.0972
0.0155
0.0207
reg oper spec account
block of flats
0.0938
Stone, brick
No
0
0
0
0
-397
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
0
308,686
0
Cash loans
F
N
Y
0
112,500
755,190
31,995
675,000
Family
Pensioner
Higher education
Married
House / apartment
0.010006
-20,074
365,243
-9,381
-2,908
7
1
0
0
1
1
0
Laborers
2
2
2
FRIDAY
15
0
0
0
0
0
0
XNA
0.630205
0.604335
0.622922
0.167
0.2095
0.9866
0.8164
0.0628
0.32
0.2759
0.3333
0.375
0.0889
0.1227
0.1911
0.0618
0.0788
0.1702
0.2174
0.9866
0.8236
0.0634
0.3222
0.2759
0.3333
0.375
0.0909
0.1341
0.1992
0.0623
0.0835
0.1686
0.2095
0.9866
0.8189
0.0632
0.32
0.2759
0.3333
0.375
0.0904
0.1248
0.1946
0.0621
0.0805
reg oper account
block of flats
0.1675
Panel
No
3
0
3
0
-2,756
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
239,866
0
Cash loans
F
N
N
2
225,000
178,290
20,245.5
157,500
Unaccompanied
Working
Higher education
Married
House / apartment
0.010032
-13,281
-1,722
-1,002
-4,128
7
1
1
0
1
0
0
Secretaries
4
2
2
SATURDAY
7
0
0
0
1
1
1
Other
0.483881
0.172557
0.780144
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
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
0
0
0
0
0
0
295,778
0
Cash loans
F
N
Y
0
225,000
763,870.5
33,777
607,500
Unaccompanied
Commercial associate
Secondary / secondary special
Separated
House / apartment
0.030755
-21,387
-675
-5,827
-4,498
7
1
1
0
1
0
0
Laborers
1
2
2
TUESDAY
12
0
0
0
0
0
0
Business Entity Type 3
0.356323
0.676591
0.751724
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-1,389
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
350,710
0
Cash loans
F
N
Y
0
126,000
269,550
18,891
225,000
Family
Commercial associate
Secondary / secondary special
Married
House / apartment
0.031329
-23,934
-3,573
-1,383
-4,529
7
1
1
0
1
0
0
Sales staff
2
2
2
SATURDAY
8
0
0
0
0
0
0
Self-employed
0.356323
0.486764
0.7463
0.1165
0.0508
0.9886
0.8436
0.0174
0.08
0.069
0.3333
0.375
0.151
0.0941
0.0634
0.0039
0.0246
0.1187
0.0528
0.9886
0.8497
0.0175
0.0806
0.069
0.3333
0.375
0.1545
0.1028
0.0661
0.0039
0.026
0.1176
0.0508
0.9886
0.8457
0.0175
0.08
0.069
0.3333
0.375
0.1537
0.0958
0.0646
0.0039
0.0251
reg oper account
block of flats
0.0552
Panel
No
0
0
0
0
-241
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
443,221
0
Cash loans
F
Y
N
2
135,000
775,327.5
30,879
693,000
Unaccompanied
Working
Higher education
Married
House / apartment
0.019101
-14,524
-2,110
-1,849
-4,165
3
1
1
0
1
0
0
Core staff
4
2
2
WEDNESDAY
11
0
0
0
0
1
1
Self-employed
0.741342
0.758523
0.7463
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
2
0
2
0
-1,313
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
203,657
1
Cash loans
M
Y
Y
1
135,000
1,156,500
57,294
1,156,500
Unaccompanied
Commercial associate
Secondary / secondary special
Married
House / apartment
0.011657
-15,673
-572
-8,042
-4,030
15
1
1
0
1
0
0
Laborers
3
1
1
MONDAY
13
0
0
0
0
1
1
Business Entity Type 3
0.356323
0.682747
0.7463
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
1
0
1
0
-1,684
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
138,949
1
Cash loans
F
N
Y
1
315,000
238,500
12,307.5
238,500
Unaccompanied
Commercial associate
Higher education
Single / not married
House / apartment
0.032561
-12,611
-1,780
-6,876
-698
7
1
1
0
1
0
0
Managers
2
1
1
SATURDAY
16
0
0
0
0
0
0
Other
0.356323
0.615877
0.076474
0.0505
0.0305
0.9478
0.286
0
0
0.1379
0.2083
0.25
0.0383
0.0412
0.0923
0
0.0456
0.0515
0.0317
0.9479
0.314
0
0
0.1379
0.2083
0.25
0.0392
0.045
0.0961
0
0.0483
0.051
0.0305
0.9478
0.2955
0
0
0.1379
0.2083
0.25
0.039
0.0419
0.0939
0
0.0465
reg oper account
block of flats
0.0921
Stone, brick
No
0
0
0
0
-1,528
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
325,930
0
Cash loans
M
Y
Y
0
180,000
210,456
13,576.5
166,500
Unaccompanied
Commercial associate
Secondary / secondary special
Married
House / apartment
0.00702
-11,046
-2,410
-1,310
-3,704
10
1
1
0
1
0
0
Drivers
2
2
2
THURSDAY
12
0
0
0
0
1
1
Industry: type 9
0.356323
0.595591
0.465069
0.0881
0
0.9965
0.8232
0
0.12
0.1207
0.3333
0.2083
0.0013
0.0504
0.0881
0
0.054
0.0756
0
0.9965
0.8301
0
0.0403
0.069
0.3333
0.2083
0.0014
0.0551
0.0749
0
0.0572
0.089
0
0.9965
0.8256
0
0.12
0.1207
0.3333
0.2083
0.0014
0.0513
0.0897
0
0.0551
reg oper account
block of flats
0.0707
Panel
No
0
0
0
0
-414
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
250,351
0
Cash loans
F
N
Y
1
166,500
808,650
26,217
675,000
Unaccompanied
Working
Higher education
Married
House / apartment
0.019689
-9,940
-1,024
-643
-757
7
1
1
0
1
0
0
Core staff
3
2
2
THURSDAY
14
0
0
0
0
0
0
Kindergarten
0.47615
0.549122
0.508287
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
4
1
4
1
-1,632
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
2
270,441
0
Revolving loans
F
Y
N
0
202,500
1,350,000
67,500
1,350,000
Unaccompanied
Commercial associate
Higher education
Civil marriage
House / apartment
0.031329
-13,924
-4,776
-6,972
-4,196
3
1
1
0
1
0
0
Laborers
2
2
2
FRIDAY
15
0
0
0
0
0
0
Medicine
0.356323
0.707629
0.819318
0.3072
0.1915
0.9886
0.8232
0
0.36
0.3103
0.375
0.2083
0.1602
0.0504
0.3715
0
0.0347
0.313
0.1987
0.9886
0.8301
0
0.3625
0.3103
0.375
0.2083
0.1638
0.0551
0.3871
0
0.0367
0.3102
0.1915
0.9886
0.8256
0
0.36
0.3103
0.375
0.2083
0.1629
0.0513
0.3782
0
0.0354
reg oper account
block of flats
0.2922
Stone, brick
No
0
0
0
0
-3,120
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
290,478
0
Cash loans
F
N
Y
0
68,400
157,500
6,934.5
157,500
Unaccompanied
Pensioner
Secondary / secondary special
Widow
House / apartment
0.020246
-23,216
365,243
-1,531
-4,381
7
1
0
0
1
0
0
Laborers
1
3
3
WEDNESDAY
8
0
0
0
0
0
0
XNA
0.356323
0.202221
0.631355
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0.0054
Panel
No
0
0
0
0
-140
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
372,841
0
Cash loans
F
N
Y
0
261,000
1,350,000
43,119
1,350,000
Family
Pensioner
Secondary / secondary special
Married
House / apartment
0.026392
-22,159
365,243
-9,192
-4,507
7
1
0
0
1
1
0
Laborers
2
2
2
WEDNESDAY
13
0
0
0
0
0
0
XNA
0.558327
0.464413
0.7463
0.067
0.0807
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0.0262
0.0504
0.0611
0
0
0.0683
0.0837
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0.0268
0.0551
0.0637
0
0
0.0677
0.0807
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0.0266
0.0513
0.0622
0
0
reg oper account
block of flats
0.0481
Stone, brick
No
0
0
0
0
-1,108
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
403,790
0
Cash loans
M
Y
N
1
189,000
1,129,500
29,925
1,129,500
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.026392
-10,006
-1,672
-220
-2,669
2
1
1
1
1
1
0
High skill tech staff
3
2
2
WEDNESDAY
15
0
0
0
0
1
1
Business Entity Type 3
0.356323
0.455803
0.4579
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
3
0
3
0
-6
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
5
0
0
417,963
0
Cash loans
F
N
Y
0
67,500
450,000
24,543
450,000
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.035792
-21,412
365,243
-12,285
-4,252
7
1
0
0
1
0
0
Laborers
2
2
2
THURSDAY
11
0
0
0
0
0
0
XNA
0.601977
0.662029
0.164414
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-446
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
2
395,025
0
Revolving loans
F
N
Y
0
112,500
270,000
13,500
270,000
Unaccompanied
Working
Secondary / secondary special
Separated
House / apartment
0.00733
-18,108
-1,686
-14,444
-1,581
7
1
1
0
1
0
0
High skill tech staff
1
2
2
MONDAY
13
0
0
0
0
0
0
Business Entity Type 3
0.696423
0.664315
0.764939
0.0722
0.0651
0.9776
0.694
0.0284
0
0.1379
0.1667
0.2083
0.0599
0.0588
0.0662
0
0
0.0735
0.0675
0.9777
0.706
0.0287
0
0.1379
0.1667
0.2083
0.0613
0.0643
0.0689
0
0
0.0729
0.0651
0.9776
0.6981
0.0286
0
0.1379
0.1667
0.2083
0.0609
0.0599
0.0674
0
0
reg oper account
block of flats
0.0676
Stone, brick
No
0
0
0
0
-886
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
3
406,878
0
Cash loans
M
Y
Y
0
81,000
225,000
16,434
225,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.018209
-13,527
-1,153
-4,212
-4,212
64
1
1
0
1
0
0
High skill tech staff
2
3
3
SUNDAY
12
0
0
0
0
1
1
Business Entity Type 3
0.115689
0.262072
0.313917
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-561
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
213,560
0
Cash loans
M
Y
N
0
180,000
1,762,110
50,629.5
1,575,000
Family
Working
Secondary / secondary special
Married
House / apartment
0.018634
-17,136
-212
-9,012
-678
7
1
1
0
1
0
0
Drivers
2
2
2
SATURDAY
10
0
0
0
0
0
0
Transport: type 4
0.356323
0.469491
0.713631
0.068
0.0594
0.9722
0.8232
0
0
0.1724
0.1667
0.2083
0.0379
0.0504
0.0664
0
0.0243
0.0693
0.0617
0.9722
0.8301
0
0
0.1724
0.1667
0.2083
0.0387
0.0551
0.0692
0
0.0257
0.0687
0.0594
0.9722
0.8256
0
0
0.1724
0.1667
0.2083
0.0385
0.0513
0.0676
0
0.0248
reg oper account
block of flats
0.0823
Stone, brick
No
0
0
0
0
-2
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
230,844
0
Cash loans
F
N
N
1
148,500
491,823
25,240.5
373,500
Unaccompanied
Working
Higher education
Single / not married
Municipal apartment
0.020713
-14,734
-2,817
-2,483
-4,140
7
1
1
1
1
1
0
Core staff
2
3
3
MONDAY
11
0
0
0
0
0
0
Kindergarten
0.356323
0.515168
0.540654
0.1485
0
0.9781
0.7008
0.0149
0
0.1379
0.1667
0.0417
0.0536
0.1202
0.0597
0.0039
0.0034
0.1513
0
0.9782
0.7125
0.015
0
0.1379
0.1667
0.0417
0.0549
0.1313
0.0622
0.0039
0.0036
0.1499
0
0.9781
0.7048
0.015
0
0.1379
0.1667
0.0417
0.0546
0.1223
0.0607
0.0039
0.0034
reg oper account
block of flats
0.0558
Stone, brick
No
0
0
0
0
-1,615
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
227,330
0
Cash loans
F
N
N
0
135,000
276,813
28,494
256,500
Unaccompanied
Working
Secondary / secondary special
Separated
House / apartment
0.019101
-20,596
-302
-2,659
-2,659
7
1
1
0
1
1
1
Waiters/barmen staff
1
2
2
MONDAY
12
0
0
0
0
0
0
Restaurant
0.581908
0.678249
0.7463
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-929
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
442,660
0
Revolving loans
F
N
Y
0
112,500
405,000
20,250
405,000
Unaccompanied
Working
Incomplete higher
Single / not married
House / apartment
0.019101
-17,946
-2,334
-3,021
-1,476
7
1
1
0
1
0
0
Sales staff
1
2
2
WEDNESDAY
15
0
0
0
0
0
0
Self-employed
0.356323
0.758207
0.531686
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-1,859
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
8
162,007
1
Cash loans
F
N
Y
0
90,000
224,136
14,976
198,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.030755
-18,450
-1,109
-6,723
-473
7
1
1
1
1
0
0
Security staff
2
2
2
FRIDAY
9
0
0
0
0
1
1
Business Entity Type 3
0.303645
0.28655
0.7463
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-392
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
116,130
0
Cash loans
M
Y
Y
1
157,500
450,000
35,685
450,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.028663
-17,436
-10,161
-7,807
-980
12
1
1
0
1
0
0
Drivers
3
2
2
TUESDAY
14
0
0
0
0
0
0
Agriculture
0.356323
0.574354
0.45611
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-2,562
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
313,899
0
Cash loans
F
N
N
1
202,500
590,337
22,612.5
477,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.04622
-13,903
-374
-3,844
-2,479
7
1
1
0
1
1
0
High skill tech staff
3
1
1
TUESDAY
16
0
1
1
0
0
0
Industry: type 3
0.502199
0.460417
0.634706
0.0237
0.0231
0.9697
0.5852
0.0114
0
0.1034
0.0833
0.125
0.0109
0.0177
0.0214
0.0077
0.0241
0.0242
0.0239
0.9697
0.6014
0.0115
0
0.1034
0.0833
0.125
0.0112
0.0193
0.0223
0.0078
0.0255
0.0239
0.0231
0.9697
0.5907
0.0114
0
0.1034
0.0833
0.125
0.0111
0.018
0.0218
0.0078
0.0246
reg oper account
block of flats
0.0283
Stone, brick
No
0
0
0
0
-695
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
324,359
0
Cash loans
F
Y
N
0
90,000
343,800
10,921.5
225,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.010556
-17,318
-3,869
-7,539
-846
3
1
1
0
1
0
0
Laborers
2
3
3
FRIDAY
10
0
0
0
0
0
0
Business Entity Type 3
0.356323
0.638003
0.728141
0.0918
0.1136
0.9836
0.7756
0
0
0.2069
0.1667
0.0417
0
0.074
0.0569
0.0039
0.0009
0.0935
0.1179
0.9836
0.7844
0
0
0.2069
0.1667
0.0417
0
0.0808
0.0593
0.0039
0.001
0.0926
0.1136
0.9836
0.7786
0
0
0.2069
0.1667
0.0417
0
0.0752
0.058
0.0039
0.001
reg oper account
block of flats
0.0745
Panel
No
1
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
455,426
0
Cash loans
M
Y
Y
1
135,000
612,612
31,410
495,000
Spouse, partner
Commercial associate
Secondary / secondary special
Married
House / apartment
0.006671
-12,160
-657
-490
-4,676
26
1
1
0
1
0
0
Laborers
3
2
2
TUESDAY
15
0
0
0
0
0
0
Construction
0.152049
0.52515
0.7463
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-513
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
115,352
0
Cash loans
F
N
Y
1
202,500
497,520
53,712
450,000
Unaccompanied
Commercial associate
Secondary / secondary special
Married
House / apartment
0.04622
-10,052
-1,775
-4,662
-2,639
7
1
1
0
1
0
0
Laborers
3
1
1
TUESDAY
16
0
1
1
0
0
0
Business Entity Type 3
0.455223
0.654987
0.657784
0.1227
0.0781
0.9841
0.7824
0
0
0.0345
0.1667
0.2083
0.0142
0.0504
0.0761
0
0
0.125
0.081
0.9841
0.7909
0
0
0.0345
0.1667
0.2083
0.0145
0.0551
0.0793
0
0
0.1239
0.0781
0.9841
0.7853
0
0
0.0345
0.1667
0.2083
0.0144
0.0513
0.0774
0
0
reg oper account
block of flats
0.0598
Panel
No
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
0
0
214,708
0
Cash loans
M
N
Y
2
180,000
1,227,901.5
48,825
1,129,500
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.006296
-16,602
365,243
-1,587
-152
7
1
0
0
1
1
0
Laborers
4
3
3
SUNDAY
11
0
0
0
0
0
0
XNA
0.597791
0.491381
0.263647
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
1
0
1
0
-885
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
3
292,160
0
Cash loans
M
N
Y
0
135,000
450,000
36,081
450,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.030755
-9,548
-108
-4,166
-2,220
7
1
1
1
1
0
0
Laborers
2
2
2
THURSDAY
9
0
0
0
0
0
0
Self-employed
0.356323
0.285197
0.704706
0.0113
0
0.9603
0.8232
0
0
0.0517
0.0417
0.2083
0.0319
0.0504
0.0089
0
0
0.0116
0
0.9603
0.8301
0
0
0.0345
0.0417
0.2083
0.0326
0.0551
0.0088
0
0
0.0115
0
0.9603
0.8256
0
0
0.0517
0.0417
0.2083
0.0324
0.0513
0.009
0
0
reg oper account
block of flats
0.0076
Stone, brick
Yes
0
0
0
0
-521
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
427,038
0
Cash loans
F
Y
Y
0
90,000
180,000
17,532
180,000
Children
Working
Secondary / secondary special
Married
House / apartment
0.026392
-15,612
-7,041
-8,382
-4,429
14
1
1
0
1
0
0
Laborers
2
2
2
THURSDAY
14
0
0
0
0
1
1
School
0.694482
0.61436
0.54781
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-850
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
161,035
0
Cash loans
M
N
N
2
180,000
888,840
35,685
675,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.018029
-11,624
-396
-899
-2,169
7
1
1
0
1
0
0
Laborers
4
3
3
FRIDAY
9
0
0
0
1
1
0
Self-employed
0.45444
0.566117
0.504681
0.0722
0.0691
0.9732
0.6328
0
0
0.1379
0.1667
0.2083
0
0.058
0.0625
0.0039
0.0152
0.0735
0.0717
0.9732
0.6472
0
0
0.1379
0.1667
0.2083
0
0.0634
0.0651
0.0039
0.0161
0.0729
0.0691
0.9732
0.6377
0
0
0.1379
0.1667
0.2083
0
0.059
0.0636
0.0039
0.0155
reg oper account
block of flats
0.0525
Stone, brick
No
0
0
0
0
-2,066
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
246,013
0
Cash loans
F
N
Y
0
117,000
106,659
5,580
81,000
Unaccompanied
Pensioner
Secondary / secondary special
Single / not married
House / apartment
0.031329
-23,493
365,243
-10,863
-4,342
7
1
0
0
1
1
0
Laborers
1
2
2
THURSDAY
8
0
0
0
0
0
0
XNA
0.356323
0.724026
0.7463
0.4392
0.2657
0.9816
0.7484
0.0738
0.32
0.2759
0.3333
0.375
0.2327
0.3547
0.3638
0.0154
0.1429
0.4475
0.2757
0.9816
0.7583
0.0745
0.3222
0.2759
0.3333
0.375
0.238
0.3875
0.379
0.0156
0.1513
0.4434
0.2657
0.9816
0.7518
0.0743
0.32
0.2759
0.3333
0.375
0.2368
0.3608
0.3703
0.0155
0.1459
reg oper spec account
block of flats
0.3575
Stone, brick
No
0
0
0
0
-817
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
119,685
0
Cash loans
M
Y
Y
0
270,000
1,354,500
55,165.5
1,354,500
Unaccompanied
Working
Higher education
Married
House / apartment
0.028663
-11,911
-3,312
-2,130
-4,235
1
1
1
0
1
1
1
Managers
2
2
2
FRIDAY
16
0
0
0
0
1
1
Business Entity Type 3
0.599607
0.630072
0.718033
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-1,812
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
2
119,369
0
Cash loans
F
N
N
0
135,000
474,048
25,843.5
360,000
Unaccompanied
Working
Secondary / secondary special
Married
Municipal apartment
0.006671
-15,088
-497
-1,172
-3,658
7
1
1
0
1
0
0
Private service staff
2
2
2
MONDAY
13
0
0
0
0
0
0
Services
0.437146
0.640484
0.834784
0.101
0.1398
0.998
0.8232
0
0
0.2069
0.1667
0.2083
0.2811
0.0504
0.1078
0
0
0.1029
0.1451
0.998
0.8301
0
0
0.2069
0.1667
0.2083
0.2876
0.0551
0.1123
0
0
0.102
0.1398
0.998
0.8256
0
0
0.2069
0.1667
0.2083
0.286
0.0513
0.1097
0
0
reg oper account
block of flats
0.0919
Stone, brick
No
0
0
0
0
-2,806
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
157,139
0
Cash loans
M
Y
Y
2
225,000
450,000
28,759.5
450,000
Family
Commercial associate
Secondary / secondary special
Married
House / apartment
0.011657
-12,890
-991
-2,810
-4,097
2
1
1
1
1
1
0
Core staff
4
1
1
TUESDAY
17
0
0
0
0
0
0
Self-employed
0.477577
0.665684
0.595456
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-577
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
334,135
0
Cash loans
F
N
Y
0
180,000
948,582
30,730.5
679,500
Spouse, partner
Commercial associate
Secondary / secondary special
Married
House / apartment
0.04622
-20,200
-943
-4,469
-742
7
1
1
0
1
0
0
Private service staff
2
1
1
FRIDAY
13
0
0
0
1
1
1
Self-employed
0.356323
0.504239
0.357293
0.0619
0.063
0.9732
0.6328
0.0053
0
0.1034
0.1667
0.2083
0
0.0504
0.0503
0
0
0.063
0.0653
0.9732
0.6472
0.0054
0
0.1034
0.1667
0.2083
0
0.0551
0.0524
0
0
0.0625
0.063
0.9732
0.6377
0.0054
0
0.1034
0.1667
0.2083
0
0.0513
0.0512
0
0
reg oper spec account
block of flats
0.0425
Stone, brick
No
2
1
2
1
-365
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
227,028
0
Cash loans
F
N
Y
0
144,000
276,277.5
10,651.5
238,500
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.003818
-20,615
-2,218
-4,817
-3,782
7
1
1
1
1
1
0
Cleaning staff
2
2
2
THURSDAY
4
0
0
0
0
0
0
Business Entity Type 3
0.356323
0.623145
0.461482
0.066
0.0797
0.9747
0.6532
0.03
0
0.1379
0.125
0.1667
0.0454
0.0534
0.0377
0.0019
0.0016
0.0672
0.0822
0.9747
0.6668
0.0299
0
0.1379
0.125
0.1667
0.036
0.0588
0.0391
0
0
0.0666
0.0797
0.9747
0.6578
0.0302
0
0.1379
0.125
0.1667
0.0468
0.0547
0.0383
0
0
not specified
block of flats
0.0459
Panel
No
0
0
0
0
-229
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
3
398,507
0
Cash loans
M
Y
Y
0
112,500
450,000
35,685
450,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.011703
-20,923
-544
-7,341
-4,480
7
1
1
0
1
0
0
Drivers
2
2
2
WEDNESDAY
15
0
0
0
0
0
0
Self-employed
0.356323
0.379728
0.7463
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
1
1
1
0
-412
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
442,209
0
Cash loans
F
N
N
0
112,500
679,500
19,867.5
679,500
Unaccompanied
Working
Incomplete higher
Civil marriage
House / apartment
0.018029
-10,732
-3,267
-9,885
-320
7
1
1
0
1
1
0
Medicine staff
2
3
3
TUESDAY
11
0
0
0
0
0
0
Medicine
0.30435
0.565338
0.626304
0.0804
0.0815
0.9742
0.8232
0
0
0.1379
0.1667
0.2083
0.0725
0.0504
0.068
0
0.0051
0.0819
0.0846
0.9742
0.8301
0
0
0.1379
0.1667
0.2083
0.0741
0.0551
0.0709
0
0.0054
0.0812
0.0815
0.9742
0.8256
0
0
0.1379
0.1667
0.2083
0.0738
0.0513
0.0692
0
0.0052
reg oper account
block of flats
0.0852
Panel
No
0
0
0
0
-338
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
273,589
0
Cash loans
F
N
Y
0
90,000
175,896
9,670.5
126,000
Unaccompanied
Commercial associate
Secondary / secondary special
Single / not married
House / apartment
0.008068
-8,633
-464
-3,245
-1,306
7
1
1
0
1
0
0
Sales staff
1
3
3
SATURDAY
9
0
0
0
1
1
0
Trade: type 7
0.188495
0.062994
0.506484
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
1
0
1
0
-141
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
196,631
0
Cash loans
F
N
Y
0
90,000
417,024
17,797.5
360,000
Unaccompanied
Pensioner
Secondary / secondary special
Married
Rented apartment
0.01885
-24,021
365,243
-3,243
-1,225
7
1
0
0
1
0
0
Laborers
2
2
2
THURSDAY
14
0
0
0
1
0
0
XNA
0.356323
0.572476
0.215182
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
10
0
10
0
-612
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
149,039
0
Cash loans
F
N
Y
0
76,500
148,500
11,731.5
148,500
Unaccompanied
Working
Secondary / secondary special
Single / not married
House / apartment
0.030755
-10,752
-3,593
-4,851
-3,382
7
1
1
0
1
1
1
Accountants
1
2
2
FRIDAY
14
0
0
0
0
0
0
Business Entity Type 3
0.459248
0.475835
0.253963
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-723
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
452,669
0
Cash loans
F
N
Y
0
90,000
239,787
27,247.5
207,000
Unaccompanied
Working
Higher education
Single / not married
House / apartment
0.016612
-10,205
-1,771
-4,072
-902
7
1
1
0
1
0
1
Cooking staff
1
2
2
TUESDAY
14
0
0
0
0
0
0
Restaurant
0.327612
0.440203
0.320163
0.0082
0
0.9702
0.8232
0
0
0.0345
0.0417
0.2083
0.0154
0.0504
0.0079
0
0
0.0084
0
0.9702
0.8301
0
0
0.0345
0.0417
0.2083
0.0157
0.0551
0.0082
0
0
0.0083
0
0.9702
0.8256
0
0
0.0345
0.0417
0.2083
0.0156
0.0513
0.008
0
0
reg oper account
block of flats
0.0068
Stone, brick
No
0
0
0
0
-950
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
368,132
0
Cash loans
F
N
N
0
99,000
314,100
12,420
225,000
Unaccompanied
Working
Higher education
Single / not married
House / apartment
0.008866
-8,869
-811
-1,553
-1,553
7
1
1
0
1
0
1
Laborers
1
2
2
MONDAY
16
0
0
0
1
1
0
Business Entity Type 3
0.226431
0.322604
0.46866
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-688
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
173,359
0
Cash loans
M
N
N
0
121,500
543,915
36,346.5
504,000
Unaccompanied
Commercial associate
Secondary / secondary special
Civil marriage
With parents
0.019101
-9,594
-1,019
-4,415
-2,272
7
1
1
0
1
0
1
Laborers
2
2
2
SUNDAY
11
0
0
0
0
0
0
Self-employed
0.675025
0.548282
0.7463
0.0309
0.0278
0.9672
0.5512
0.0123
0
0.1207
0.125
0.1042
0.0435
0.0252
0.0611
0.0019
0.044
0.0263
0
0.9628
0.51
0.0124
0
0.069
0.125
0.0417
0.0022
0.023
0.0633
0
0.0379
0.0312
0.0278
0.9672
0.5572
0.0124
0
0.1207
0.125
0.1042
0.0443
0.0257
0.0622
0.0019
0.045
reg oper spec account
block of flats
0.0561
Stone, brick
No
0
0
0
0
-6
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
319,856
0
Cash loans
F
Y
Y
1
76,500
431,280
20,875.5
360,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.01885
-13,900
-752
-3,522
-1,853
8
1
1
1
1
0
0
Medicine staff
3
2
2
THURSDAY
9
0
0
0
0
0
0
Medicine
0.42951
0.596734
0.06964
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-2,073
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
2
228,287
0
Cash loans
M
N
N
0
90,000
247,500
9,459
247,500
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.008866
-16,607
365,243
-2,163
-98
7
1
0
0
1
0
0
Laborers
2
2
2
WEDNESDAY
9
0
0
0
0
0
0
XNA
0.356323
0.420867
0.340906
0.1031
0.0945
0.9965
0.8232
0
0
0.1724
0.1667
0.2083
0
0.0504
0.078
0
0
0.105
0.0981
0.9965
0.8301
0
0
0.1724
0.1667
0.2083
0
0.0551
0.0812
0
0
0.1041
0.0945
0.9965
0.8256
0
0
0.1724
0.1667
0.2083
0
0.0513
0.0794
0
0
reg oper account
block of flats
0.0696
Panel
No
1
0
1
0
-1,962
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
116,472
0
Cash loans
F
N
Y
0
112,500
251,091
24,831
238,500
Unaccompanied
Working
Secondary / secondary special
Widow
House / apartment
0.010032
-23,877
-2,431
-342
-4,318
7
1
1
0
1
0
0
Security staff
1
2
2
MONDAY
5
0
0
0
0
0
0
Other
0.356323
0.638442
0.792264
0.0825
0
0.9757
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9757
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9757
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0.0556
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
0
1
163,745
0
Cash loans
F
N
Y
0
67,500
101,880
12,217.5
90,000
Unaccompanied
Commercial associate
Higher education
Single / not married
Office apartment
0.005144
-12,100
-613
-3,623
-3,623
7
1
1
0
1
0
0
Accountants
1
2
2
TUESDAY
16
0
0
0
0
0
0
Other
0.579872
0.531967
0.7463
0.3299
0.1645
0.9911
0.8776
0.0726
0.16
0.1379
0.3333
0.375
0.043
0.269
0.2524
0
0
0.3361
0.1707
0.9911
0.8824
0.0733
0.1611
0.1379
0.3333
0.375
0.044
0.2938
0.263
0
0
0.3331
0.1645
0.9911
0.8792
0.0731
0.16
0.1379
0.3333
0.375
0.0437
0.2736
0.257
0
0
reg oper spec account
block of flats
0.2287
Panel
No
1
1
1
1
-1,538
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
332,852
0
Cash loans
F
Y
N
2
180,000
251,280
12,960
180,000
Unaccompanied
State servant
Secondary / secondary special
Married
House / apartment
0.025164
-13,664
-6,730
-6,862
-4,820
9
1
1
0
1
0
0
Laborers
4
2
2
WEDNESDAY
12
0
0
0
0
0
0
School
0.51938
0.353975
0.7463
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-227
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
183,500
0
Cash loans
M
Y
Y
1
202,500
835,380
40,320
675,000
Unaccompanied
Commercial associate
Secondary / secondary special
Married
House / apartment
0.035792
-8,624
-1,455
-3,477
-1,285
6
1
1
0
1
0
0
Drivers
3
2
2
SUNDAY
15
0
0
0
0
1
1
Business Entity Type 1
0.178764
0.489633
0.554947
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-65
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
307,231
0
Cash loans
F
Y
N
0
225,000
545,040
19,705.5
450,000
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.006305
-21,207
365,243
-11,163
-4,554
23
1
0
0
1
0
0
Laborers
2
3
3
TUESDAY
5
0
0
0
0
0
0
XNA
0.356323
0.28732
0.448962
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-1,688
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
237,992
0
Cash loans
F
N
N
1
121,500
454,500
27,805.5
454,500
Unaccompanied
Commercial associate
Higher education
Married
With parents
0.035792
-11,255
-911
-5,171
-3,404
7
1
1
1
1
0
0
Laborers
3
2
2
THURSDAY
13
0
0
0
0
0
0
Business Entity Type 3
0.294126
0.589642
0.7463
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
1
0
1
0
-946
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
379,807
0
Cash loans
F
N
Y
0
76,500
254,700
14,350.5
225,000
Unaccompanied
Pensioner
Secondary / secondary special
Widow
House / apartment
0.008625
-24,139
365,243
-13,566
-4,861
7
1
0
0
1
0
0
Laborers
1
2
2
MONDAY
10
0
0
0
0
0
0
XNA
0.356323
0.746391
0.7463
0.0577
0.0694
0.9806
0.7348
0.126
0
0.1379
0.1667
0.2083
0.019
0.0471
0.0525
0.0077
0.0664
0.0588
0.072
0.9806
0.7452
0.1271
0
0.1379
0.1667
0.2083
0.0194
0.0514
0.0547
0.0078
0.0703
0.0583
0.0694
0.9806
0.7383
0.1268
0
0.1379
0.1667
0.2083
0.0193
0.0479
0.0535
0.0078
0.0678
reg oper account
block of flats
0.0689
Panel
No
3
0
3
0
-2,145
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
266,152
0
Cash loans
F
N
Y
0
135,000
168,102
16,753.5
148,500
Unaccompanied
Commercial associate
Secondary / secondary special
Separated
House / apartment
0.035792
-19,950
-3,274
-4,220
-3,489
7
1
1
0
1
0
0
Sales staff
1
2
2
THURSDAY
10
0
0
0
0
1
1
Self-employed
0.356323
0.25525
0.266457
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-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
2
0
188,311
0
Cash loans
F
Y
Y
0
135,000
755,190
36,459
675,000
Family
State servant
Incomplete higher
Married
House / apartment
0.019689
-23,049
-182
-5,811
-4,593
9
1
1
0
1
0
0
Cooking staff
2
2
2
FRIDAY
10
0
0
0
0
0
0
Other
0.356323
0.316603
0.337673
0.0732
0.0804
0.9791
0.7144
0.0091
0
0.1379
0.1667
0.2083
0.0929
0.0588
0.0678
0.0039
0.0496
0.0746
0.0834
0.9791
0.7256
0.0091
0
0.1379
0.1667
0.2083
0.0951
0.0643
0.0706
0.0039
0.0525
0.0739
0.0804
0.9791
0.7182
0.0091
0
0.1379
0.1667
0.2083
0.0946
0.0599
0.069
0.0039
0.0506
org spec account
block of flats
0.0533
Panel
No
0
0
0
0
-286
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
285,956
0
Cash loans
F
N
Y
0
112,500
170,640
6,561
135,000
Unaccompanied
Pensioner
Secondary / secondary special
Widow
House / apartment
0.01885
-22,058
365,243
-8,252
-4,915
7
1
0
0
1
0
0
Laborers
1
2
2
SATURDAY
13
0
0
0
0
0
0
XNA
0.356323
0.615411
0.665855
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
1
0
1
0
-1,078
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
417,283
0
Cash loans
F
Y
Y
1
157,500
814,500
32,431.5
814,500
Unaccompanied
State servant
Higher education
Married
House / apartment
0.026392
-15,547
-2,949
-5,415
-4,765
10
1
1
0
1
1
0
Managers
3
2
2
SUNDAY
15
0
0
0
0
0
0
Other
0.682789
0.712267
0.520898
0.0186
0.0046
0.9637
0.8232
0
0
0.069
0.0833
0.2083
0
0.0504
0.012
0
0.0252
0.0189
0.0048
0.9638
0.8301
0
0
0.069
0.0833
0.2083
0
0.0551
0.0125
0
0.0266
0.0187
0.0046
0.9637
0.8256
0
0
0.069
0.0833
0.2083
0
0.0513
0.0123
0
0.0257
reg oper account
block of flats
0.0149
Stone, brick
No
13
0
13
0
-21
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
151,817
0
Cash loans
F
N
N
0
108,000
337,761
17,374.5
256,500
Family
Working
Secondary / secondary special
Married
House / apartment
0.006207
-13,706
-886
-7,692
-5,002
7
1
1
0
1
0
0
Laborers
2
2
2
WEDNESDAY
14
0
0
0
0
0
0
Business Entity Type 2
0.356323
0.528617
0.7463
0.0619
0.0675
0.9826
0.762
0.0093
0
0.1379
0.1667
0.2083
0.0483
0.0504
0.0536
0
0
0.063
0.0701
0.9826
0.7713
0.0093
0
0.1379
0.1667
0.2083
0.0494
0.0551
0.0559
0
0
0.0625
0.0675
0.9826
0.7652
0.0093
0
0.1379
0.1667
0.2083
0.0491
0.0513
0.0546
0
0
not specified
block of flats
0.0473
Panel
No
10
0
10
0
-1,834
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
354,457
0
Revolving loans
F
N
N
0
157,500
225,000
11,250
225,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.02461
-19,980
-5,257
-6,710
-2,369
7
1
1
0
1
1
0
Sales staff
2
2
2
SATURDAY
10
0
0
0
0
0
0
Business Entity Type 3
0.356323
0.55008
0.531686
0.1763
0.0708
0.9836
0.7756
0.0515
0.04
0.0345
0.3333
0.375
0.0543
0.1437
0.0848
0
0
0.1796
0.0735
0.9836
0.7844
0.0519
0.0403
0.0345
0.3333
0.375
0.0555
0.157
0.0884
0
0
0.178
0.0708
0.9836
0.7786
0.0518
0.04
0.0345
0.3333
0.375
0.0552
0.1462
0.0863
0
0
reg oper account
block of flats
0.0948
Stone, brick
No
3
1
3
1
-1,606
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
5
263,899
0
Cash loans
M
N
Y
0
90,000
490,495.5
30,136.5
454,500
Unaccompanied
Commercial associate
Higher education
Single / not married
House / apartment
0.00702
-10,600
-371
-4,799
-1,315
7
1
1
0
1
0
0
Sales staff
1
2
2
TUESDAY
10
0
0
0
0
0
0
Self-employed
0.356323
0.334179
0.7463
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
2
0
2
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
272,702
0
Cash loans
M
Y
Y
0
337,500
1,024,740
52,452
900,000
Unaccompanied
State servant
Higher education
Married
Rented apartment
0.030755
-10,340
-2,061
-1,946
-1,401
10
1
1
0
1
0
1
Managers
2
2
2
TUESDAY
18
0
0
0
1
1
1
Military
0.234068
0.46014
0.621226
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
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
1
0
0
412,588
0
Cash loans
F
Y
N
0
67,500
545,040
26,640
450,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.035792
-10,741
-982
-4,179
-1,826
14
1
1
0
1
0
0
Sales staff
2
2
2
FRIDAY
13
0
0
0
0
0
0
Trade: type 7
0.356323
0.612748
0.7463
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-808
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
264,385
0
Cash loans
F
N
Y
0
90,000
225,000
10,620
225,000
Unaccompanied
Working
Secondary / secondary special
Separated
House / apartment
0.030755
-10,094
-233
-10,094
-1,009
7
1
1
0
1
0
0
Cooking staff
1
2
2
FRIDAY
11
0
0
0
0
1
1
Business Entity Type 3
0.087014
0.313823
0.301625
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
3
2
3
1
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
283,487
0
Cash loans
F
N
Y
0
81,000
284,400
16,456.5
225,000
Family
Pensioner
Secondary / secondary special
Separated
House / apartment
0.009657
-23,989
365,243
-395
-4,083
7
1
0
0
1
1
0
Laborers
1
2
2
SATURDAY
11
0
0
0
0
0
0
XNA
0.356323
0.766741
0.48305
0.1299
0.0511
0.9846
0.7892
0
0.08
0.069
0.3333
0.375
0.054
0.1059
0.0803
0
0.271
0.1324
0.053
0.9846
0.7975
0
0.0806
0.069
0.3333
0.375
0.0552
0.1157
0.0837
0
0.2869
0.1312
0.0511
0.9846
0.792
0
0.08
0.069
0.3333
0.375
0.0549
0.1077
0.0818
0
0.2767
reg oper spec account
block of flats
0.1217
Panel
No
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
0
0
0
198,143
0
Cash loans
F
N
N
1
90,000
502,497
30,051
454,500
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.020246
-15,634
-596
-2,379
-5,066
7
1
1
1
1
1
0
Laborers
3
3
3
THURSDAY
9
0
0
0
0
0
0
Business Entity Type 3
0.627641
0.455732
0.520898
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-522
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
111,229
0
Cash loans
M
N
Y
1
157,500
864,000
30,739.5
864,000
Unaccompanied
Commercial associate
Secondary / secondary special
Married
With parents
0.0228
-8,388
-832
-2,486
-1,055
7
1
1
1
1
0
0
Sales staff
3
2
2
TUESDAY
9
0
0
0
1
1
0
Trade: type 2
0.221609
0.509448
0.365617
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
8
0
8
0
-900
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
394,278
0
Cash loans
F
Y
Y
0
202,500
284,400
18,643.5
225,000
Unaccompanied
Working
Higher education
Married
House / apartment
0.025164
-11,738
-214
-650
-663
7
1
1
0
1
0
0
Laborers
2
2
2
SUNDAY
14
0
0
0
0
1
1
Business Entity Type 3
0.56676
0.622164
0.7463
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
2
0
2
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
133,382
0
Cash loans
F
N
Y
0
103,500
291,384
20,407.5
270,000
Spouse, partner
State servant
Higher education
Civil marriage
House / apartment
0.00496
-21,007
-13,868
-2,526
-2,534
7
1
1
1
1
1
0
Managers
2
2
2
THURSDAY
13
0
0
0
0
0
0
School
0.755818
0.643143
0.827703
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-873
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
223,202
0
Cash loans
F
N
Y
0
292,500
704,844
34,038
630,000
Unaccompanied
Pensioner
Secondary / secondary special
Widow
House / apartment
0.016612
-16,721
365,243
-2,542
-254
7
1
0
0
1
0
0
Laborers
1
2
2
WEDNESDAY
9
0
0
0
0
0
0
XNA
0.356323
0.437144
0.157595
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
4
0
4
0
-1,491
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
314,484
0
Cash loans
M
N
Y
0
112,500
1,546,020
45,202.5
1,350,000
Family
Pensioner
Secondary / secondary special
Married
House / apartment
0.011657
-21,711
365,243
-9,044
-4,504
7
1
0
0
1
1
0
Laborers
2
1
1
FRIDAY
11
0
0
0
0
0
0
XNA
0.619518
0.701759
0.753067
0.0309
0.0374
0.9762
0.83
0.0369
0
0.0862
0.0833
0.2083
0.0342
0.0488
0.0291
0
0
0.0021
0
0.9652
0.8367
0.0372
0
0.0345
0
0.2083
0.0009
0.0533
0.0013
0
0
0.0312
0.0374
0.9762
0.8323
0.0371
0
0.0862
0.0833
0.2083
0.0348
0.0496
0.0296
0
0
org spec account
block of flats
0.0447
Wooden
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
0
1
306,730
0
Revolving loans
M
N
Y
0
90,000
180,000
9,000
180,000
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.015221
-19,497
-1,638
-6,537
-2,299
7
1
1
1
1
1
0
Drivers
2
2
2
THURSDAY
7
0
0
0
0
1
1
Agriculture
0.356323
0.490704
0.190706
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
1
1
1
1
-469
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
5
208,500
0
Cash loans
F
N
Y
0
225,000
900,000
60,277.5
900,000
Unaccompanied
Commercial associate
Higher education
Married
House / apartment
0.026392
-14,343
-7,549
-2,075
-4,197
7
1
1
0
1
0
0
Managers
2
2
2
MONDAY
18
0
0
0
0
0
0
Business Entity Type 3
0.356323
0.686138
0.7463
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-2,403
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
332,472
0
Cash loans
F
N
Y
2
157,500
862,560
25,348.5
720,000
Family
Commercial associate
Higher education
Married
House / apartment
0.022625
-12,480
-3,581
-3,046
-3,702
7
1
1
0
1
1
0
Realty agents
4
2
2
WEDNESDAY
12
0
0
0
0
0
0
Business Entity Type 3
0.704493
0.404881
0.7463
0.367
0.2283
0.9891
0.8504
0.1482
0.44
0.3793
0.3333
0.375
0.3209
0.2992
0.403
0
0.3784
0.3739
0.2369
0.9891
0.8563
0.1496
0.4431
0.3793
0.3333
0.375
0.3282
0.3269
0.4198
0
0.4006
0.3706
0.2283
0.9891
0.8524
0.1492
0.44
0.3793
0.3333
0.375
0.3264
0.3044
0.4102
0
0.3863
not specified
block of flats
0.3992
Panel
No
1
0
1
0
-3,242
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
420,716
0
Cash loans
F
N
Y
0
270,000
1,125,000
32,895
1,125,000
Unaccompanied
Working
Incomplete higher
Married
House / apartment
0.0228
-16,114
-982
-9,810
-3,452
7
1
1
0
1
1
0
Core staff
2
2
2
FRIDAY
8
0
0
0
0
0
0
Services
0.772323
0.694598
0.7463
0.0732
0.088
0.9781
0.8232
0
0
0.1379
0.1667
0.2083
0.0472
0.0504
0.0658
0
0.0251
0.0746
0.0913
0.9782
0.8301
0
0
0.1379
0.1667
0.2083
0.0482
0.0551
0.0685
0
0.0266
0.0739
0.088
0.9781
0.8256
0
0
0.1379
0.1667
0.2083
0.048
0.0513
0.067
0
0.0257
reg oper account
block of flats
0.0609
Stone, brick
No
6
0
6
0
-1,692
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
363,583
0
Cash loans
F
N
N
2
121,500
452,385
29,583
373,500
Unaccompanied
Working
Secondary / secondary special
Married
With parents
0.01885
-10,006
-413
-2,799
-1,397
7
1
1
0
1
0
0
Medicine staff
4
2
2
TUESDAY
11
0
0
0
1
1
0
Military
0.294683
0.474625
0.048591
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-544
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
3
343,586
1
Cash loans
M
Y
Y
0
225,000
601,470
32,760
450,000
Unaccompanied
Commercial associate
Secondary / secondary special
Civil marriage
House / apartment
0.025164
-16,745
-1,802
-5,689
-116
7
1
1
0
1
0
1
Drivers
2
2
2
TUESDAY
8
0
0
0
1
1
0
Industry: type 1
0.265383
0.349313
0.7463
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-790
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
344,443
1
Cash loans
M
N
Y
2
94,500
832,500
24,471
832,500
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.0228
-11,486
-2,794
-3,064
-4,065
7
1
1
1
1
0
0
Security staff
4
2
2
MONDAY
8
0
0
0
0
1
1
Business Entity Type 3
0.356323
0.544331
0.297087
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
1
0
1
0
-1,794
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
6
333,368
0
Cash loans
M
Y
N
0
135,000
544,491
17,563.5
454,500
Unaccompanied
Pensioner
Secondary / secondary special
Married
House / apartment
0.018634
-23,248
365,243
-816
-4,196
27
1
0
0
1
1
0
Laborers
2
2
2
SUNDAY
20
0
0
0
0
0
0
XNA
0.356323
0.445339
0.709189
0.0825
0.0801
0.9767
0.6804
0.0287
0
0.1379
0.1667
0.2083
0
0.0672
0.0704
0
0
0.084
0.0832
0.9767
0.6929
0.029
0
0.1379
0.1667
0.2083
0
0.0735
0.0733
0
0
0.0833
0.0801
0.9767
0.6847
0.0289
0
0.1379
0.1667
0.2083
0
0.0684
0.0716
0
0
reg oper spec account
block of flats
0.0711
Stone, brick
No
0
0
0
0
-1,456
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
391,129
0
Cash loans
F
Y
Y
1
135,000
558,706.5
51,372
495,000
Unaccompanied
Working
Higher education
Married
House / apartment
0.006305
-16,133
-3,982
-6,783
-4,301
12
1
1
0
1
0
0
Sales staff
3
3
3
MONDAY
3
0
0
0
0
0
0
Self-employed
0.356323
0.331745
0.619528
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-1,751
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
417,113
0
Cash loans
F
Y
N
0
126,000
1,288,350
37,800
1,125,000
Family
Commercial associate
Secondary / secondary special
Civil marriage
House / apartment
0.008625
-13,486
-2,093
-6,935
-4,388
16
1
1
0
1
0
0
Sales staff
2
2
2
SUNDAY
10
0
0
0
0
0
0
Self-employed
0.356323
0.331934
0.802745
0.1237
0
0.9836
0.8232
0
0
0.2759
0.1667
0.2083
0
0.0504
0.1069
0
0.0406
0.1261
0
0.9836
0.8301
0
0
0.2759
0.1667
0.2083
0
0.0551
0.1113
0
0.0429
0.1249
0
0.9836
0.8256
0
0
0.2759
0.1667
0.2083
0
0.0513
0.1088
0
0.0414
reg oper account
block of flats
0.0962
Panel
No
1
0
1
0
-1,775
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
3
1
200,497
0
Cash loans
M
Y
N
1
225,000
1,206,000
31,810.5
1,206,000
Unaccompanied
Commercial associate
Higher education
Married
House / apartment
0.007274
-9,593
-1,360
-1,288
-888
4
1
1
0
1
1
0
Sales staff
3
2
2
TUESDAY
17
0
0
0
0
0
0
Business Entity Type 3
0.468774
0.507431
0.593718
0.1124
0.0806
0.9851
0.7892
0.051
0.12
0.1034
0.3333
0.375
0.0557
0.0908
0.1074
0.0039
0.001
0.1145
0.0837
0.9851
0.7975
0.0515
0.1208
0.1034
0.3333
0.375
0.057
0.0992
0.1119
0.0039
0.0011
0.1135
0.0806
0.9851
0.792
0.0514
0.12
0.1034
0.3333
0.375
0.0567
0.0923
0.1094
0.0039
0.001
reg oper account
block of flats
0.0986
Panel
No
3
0
3
0
-701
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
276,256
0
Cash loans
F
Y
Y
1
135,000
405,000
21,987
405,000
Unaccompanied
Working
Higher education
Married
House / apartment
0.018634
-11,060
-780
-832
-1,533
3
1
1
0
1
0
0
Managers
3
2
2
TUESDAY
15
0
0
0
0
0
0
Business Entity Type 2
0.356323
0.640232
0.7463
0.1649
0.0742
0.9886
0.8436
0.0783
0.08
0.069
0.3333
0.375
0.0695
0.1345
0.1049
0
0
0.1681
0.077
0.9886
0.8497
0.079
0.0806
0.069
0.3333
0.375
0.0711
0.1469
0.1093
0
0
0.1665
0.0742
0.9886
0.8457
0.0788
0.08
0.069
0.3333
0.375
0.0707
0.1368
0.1068
0
0
reg oper account
block of flats
0.1253
Panel
No
1
1
1
0
-717
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
312,920
0
Cash loans
M
Y
Y
0
135,000
495,000
19,309.5
495,000
Unaccompanied
Working
Secondary / secondary special
Civil marriage
With parents
0.04622
-8,664
-1,150
-4,455
-668
7
1
1
1
1
1
0
Core staff
2
1
1
SATURDAY
13
0
0
0
0
1
1
Business Entity Type 3
0.124578
0.387479
0.206779
0.0278
0.0421
0.9856
0.8232
0
0
0.1034
0.0833
0.2083
0.0096
0.0504
0.0274
0
0
0.0284
0.0437
0.9856
0.8301
0
0
0.1034
0.0833
0.2083
0.0098
0.0551
0.0285
0
0
0.0281
0.0421
0.9856
0.8256
0
0
0.1034
0.0833
0.2083
0.0098
0.0513
0.0279
0
0
reg oper account
block of flats
0.0215
Panel
No
3
0
3
0
-633
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
114,133
0
Cash loans
M
N
N
0
90,000
354,276
23,805
292,500
Family
Working
Lower secondary
Civil marriage
House / apartment
0.031329
-10,763
-1,164
-4,828
-3,386
7
1
1
1
1
0
0
Laborers
2
2
2
SUNDAY
10
0
0
0
0
0
0
Industry: type 4
0.356323
0.162145
0.7463
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
2
0
2
0
-1,419
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
107,781
1
Cash loans
F
N
Y
0
225,000
1,210,054.5
32,580
1,030,500
Unaccompanied
Pensioner
Higher education
Widow
House / apartment
0.072508
-22,382
365,243
-12,703
-3,872
7
1
0
0
1
1
0
Laborers
1
1
1
WEDNESDAY
19
0
0
0
0
0
0
XNA
0.356323
0.597807
0.427657
0.2639
0.1315
0.9826
0.8232
0
0.32
0.1379
0.625
0.2083
0.1929
0.0504
0.3243
0
0.0026
0.2689
0.1365
0.9826
0.8301
0
0.3222
0.1379
0.625
0.2083
0.1973
0.0551
0.3379
0
0.0027
0.2665
0.1315
0.9826
0.8256
0
0.32
0.1379
0.625
0.2083
0.1963
0.0513
0.3302
0
0.0026
reg oper account
block of flats
0.2557
Panel
No
1
1
1
1
-452
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
264,857
0
Cash loans
F
N
Y
0
126,000
675,000
46,980
675,000
Family
Working
Secondary / secondary special
Civil marriage
House / apartment
0.026392
-18,844
-470
-8,814
-2,343
7
1
1
1
1
1
0
Laborers
2
2
2
THURSDAY
16
0
0
0
0
0
0
Industry: type 1
0.356323
0.702586
0.707699
0.1237
0
0.9881
0.8232
0
0.12
0.1034
0.375
0.2083
0.239
0.0504
0.1328
0
0
0.1261
0
0.9881
0.8301
0
0.1208
0.1034
0.375
0.2083
0.2445
0.0551
0.1383
0
0
0.1249
0
0.9881
0.8256
0
0.12
0.1034
0.375
0.2083
0.2432
0.0513
0.1351
0
0
reg oper account
block of flats
0.116
Panel
No
9
0
9
0
-1,484
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
393,349
0
Revolving loans
F
N
Y
0
202,500
270,000
13,500
270,000
Unaccompanied
Working
Secondary / secondary special
Widow
Rented apartment
0.035792
-16,018
-128
-7,308
-1,905
7
1
1
0
1
0
0
Sales staff
1
2
2
WEDNESDAY
17
0
0
0
0
0
0
Realtor
0.321954
0.573851
0.438281
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
0
0
0
0
-327
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
1
419,778
0
Cash loans
M
Y
Y
0
90,000
288,873
16,713
238,500
Unaccompanied
Working
Secondary / secondary special
Married
House / apartment
0.01885
-14,123
-192
-4,546
-4,599
14
1
1
0
1
0
0
Laborers
2
2
2
TUESDAY
15
0
0
0
0
0
0
Business Entity Type 3
0.356323
0.522581
0.162442
0.0825
0
0.9871
0.8232
0
0
0.1379
0.1667
0.2083
0
0.0504
0
0
0
0.084
0
0.9871
0.8301
0
0
0.1379
0.1667
0.2083
0
0.0551
0
0
0
0.0833
0
0.9871
0.8256
0
0
0.1379
0.1667
0.2083
0
0.0513
0
0
0
reg oper account
block of flats
0
Panel
No
4
0
4
0
-1,912
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
215,841
0
Cash loans
M
N
N
0
148,500
254,700
24,939
225,000
Unaccompanied
Pensioner
Higher education
Married
House / apartment
0.072508
-24,750
365,243
-6,319
-6,004
7
1
0
0
1
0
0
Laborers
2
1
1
MONDAY
12
0
0
0
0
0
0
XNA
0.356323
0.338347
0.670652
0.2632
0.1332
0.9806
0.7348
0.067
0.4264
0.1838
0.4583
0.5
0
0.2138
0.2541
0.0039
0.0029
0.2017
0.1038
0.9806
0.7452
0.0504
0.3222
0.1379
0.4583
0.5
0
0.1754
0.1984
0.0039
0.0011
0.1999
0.1
0.9806
0.7383
0.0506
0.32
0.1379
0.4583
0.5
0
0.1633
0.1956
0.0039
0.0011
reg oper account
block of flats
0.3095
Panel
No
0
0
0
0
-245
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
383,791
0
Revolving loans
F
N
Y
0
157,500
202,500
10,125
202,500
Unaccompanied
Commercial associate
Higher education
Married
House / apartment
0.02461
-16,301
-8,166
-4,636
-1,778
7
1
1
1
1
1
0
IT staff
2
2
2
FRIDAY
17
0
0
0
0
0
0
Business Entity Type 2
0.76475
0.585174
0.588488
0.0979
0
0.9776
0.8232
0.0117
0
0.1724
0.1667
0.2083
0.0695
0.0752
0.0791
0.0212
0.0229
0.0725
0
0.9767
0.8301
0.0096
0
0.1379
0.1667
0.2083
0.0641
0.0615
0.0659
0.0078
0.0173
0.0989
0
0.9776
0.8256
0.0117
0
0.1724
0.1667
0.2083
0.0707
0.0765
0.0805
0.0214
0.0234
reg oper account
block of flats
0.0585
Block
No
0
0
0
0
-198
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
1
8
0
2
189,442
0
Cash loans
M
Y
Y
0
292,500
568,057.5
25,798.5
459,000
Unaccompanied
Commercial associate
Higher education
Married
House / apartment
0.010643
-20,436
-1,271
-4,012
-453
5
1
1
0
1
0
0
Managers
2
2
2
TUESDAY
13
0
0
0
0
1
1
Business Entity Type 3
0.787719
0.716261
0.698668
0.0773
0.0848
0.9836
0.7756
0.0137
0
0.1724
0.1667
0.2083
0.0405
0.0614
0.0681
0.0077
0.0044
0.0788
0.088
0.9836
0.7844
0.0138
0
0.1724
0.1667
0.2083
0.0414
0.067
0.071
0.0078
0.0047
0.0781
0.0848
0.9836
0.7786
0.0138
0
0.1724
0.1667
0.2083
0.0412
0.0624
0.0693
0.0078
0.0045
reg oper account
block of flats
0.062
Panel
No
0
0
0
0
-1,777
0
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
1