income
float64 | owns_a_car
bool | owns_a_bike
bool | has_an_active_loan
bool | owns_a_house
bool | nr_children
int64 | credit
float64 | loan_annuity
float64 | accompanied_by
string | income_type
string | education_level
float64 | marital_status
string | is_male
bool | type_of_contract
string | type_of_housing
string | residence_density
float64 | age_in_days
int64 | consecutive_days_of_employment
int64 | nr_days_since_last_registration_change
int64 | nr_days_since_last_document_change
int64 | has_provided_a_mobile_number
bool | has_provided_a_home_number
bool | was_reachable_at_work
bool | job
string | nr_family_members
int64 | city_rating
int64 | weekday_of_application
int64 | hour_of_application
float64 | same_residence_and_home
bool | same_work_and_home
bool | score_1
float64 | score_2
float64 | score_3
float64 | nr_defaults_in_social_circle
bool | inquiries_in_last_year
float64 | has_defaulted
int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9,900
| true
| true
| true
| true
| 1
| 76,022.55
| 3,028.05
|
Alone
|
Service
| 1
|
M
| false
|
CL
|
Home
| 0.031329
| 11,797
| 381
| 5,462
| 3,618
| true
| false
| true
|
Laborers
| 3
| 2
| 0
| 12
| true
| true
| 0.634176
| 0.426885
| 0.770087
| true
| 1
| 0
|
18,000
| false
| false
| false
| true
| 0
| 50,049
| 5,952.6
|
Alone
|
Service
| 1
|
M
| false
|
CL
|
Home
| 0.010006
| 16,041
| 1,313
| 3,184
| 3,436
| true
| false
| false
|
Secretaries
| 2
| 1
| 1
| 11
| true
| true
| 0.707833
| 0.718248
| 0.337673
| true
| 2
| 0
|
20,250
| false
| true
| true
| false
| 0
| 67,950
| 3,620.25
|
Alone
|
Service
| 1
|
M
| false
|
CL
|
Home
| 0.072508
| 18,378
| 1,048
| 8,344
| 1,941
| true
| false
| true
|
Laborers
| 2
| 1
| 6
| 16
| true
| true
| 0.796393
| 0.716137
| 0.565608
| true
| 2
| 0
|
40,500
| false
| true
| true
| false
| 1
| 24,750
| 1,237.5
|
Alone
|
Commercial
| 2
|
M
| false
|
RL
|
Home
| 0.026392
| 10,597
| 1,770
| 610
| 3,270
| true
| false
| false
|
Sales
| 3
| 2
| 3
| 14
| true
| true
| 0.093289
| 0.688787
| 0.228883
| true
| 0
| 0
|
18,000
| false
| false
| true
| true
| 0
| 75,519
| 3,212.55
|
Alone
|
Service
| 1
|
D
| false
|
CL
|
Home
| 0.022625
| 18,376
| 11,796
| 5,965
| 1,920
| true
| false
| false
|
High skill tech
| 1
| 2
| 4
| 16
| true
| true
| 0.505079
| 0.590033
| 0.785052
| true
| 1
| 0
|
27,000
| false
| true
| true
| false
| 0
| 38,152.8
| 1,169.55
|
Partner
|
Commercial
| 1
|
M
| false
|
CL
|
Home
| 0.003818
| 15,381
| 470
| 8,466
| 2,781
| true
| false
| false
|
Laborers
| 2
| 2
| 3
| 3
| true
| true
| 0.598766
| 0.398873
| 0.358951
| true
| 1
| 0
|
31,500
| true
| false
| false
| true
| 1
| 94,230
| 2,767.95
|
Alone
|
Govt Job
| 1
|
M
| false
|
CL
|
Home
| 0.019101
| 15,686
| 8,412
| 4,598
| 5,675
| true
| false
| false
|
Managers
| 3
| 2
| 2
| 11
| true
| true
| 0.306227
| 0.671083
| 0.450747
| true
| 5
| 0
|
38,250
| true
| true
| false
| true
| 0
| 45,000
| 2,719.35
|
Alone
|
Service
| 2
|
M
| false
|
CL
|
Home
| 0.028663
| 10,290
| 847
| 895
| 2,902
| true
| false
| false
|
Sales
| 2
| 2
| 1
| 12
| true
| true
| 0.182737
| 0.103538
| 0.077499
| true
| 2
| 0
|
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