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mstz
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nbfi

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train · 8.31k rows

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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