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drMurder
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customer_churn_dataset

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train · 10k rows

customerID stringlengths 6 10	gender stringclasses 2 values	SeniorCitizen float64 0 1 ⌀	Partner stringclasses 2 values	Dependents stringclasses 2 values	tenure float64 1 72 ⌀	PhoneService stringclasses 2 values	MultipleLines stringclasses 3 values	InternetService stringclasses 3 values	OnlineSecurity stringclasses 3 values	OnlineBackup stringclasses 3 values	Churn int64 0 1
Cust_7901	Male	1	Yes	No	46	No	No	Fiber optic	No	No internet service	1
Cust_7902	null	1	Yes	No	45	No	No phone service	null	Yes	No	1
Cust_7903	Male	0	Yes	No	null	No	No	Fiber optic	No internet service	No internet service	1
Cust_7904	Female	0	Yes	Yes	14	Yes	Yes	Fiber optic	Yes	Yes	0
Cust_7905	Male	1	No	null	48	No	Yes	No	Yes	No	1
Cust_7906	Male	1	Yes	null	15	Yes	Yes	Fiber optic	Yes	No internet service	0
Cust_7907	Male	0	Yes	Yes	51	No	No phone service	DSL	No	Yes	1
Cust_7908	Male	1	Yes	null	54	Yes	No	No	null	No internet service	0
Cust_7909	Female	0	null	null	11	Yes	null	DSL	No internet service	No internet service	1
Cust_7910	Female	null	No	No	28	No	No	Fiber optic	No	No internet service	1
Cust_7911	Female	1	null	No	55	null	No phone service	Fiber optic	No	null	0
Cust_7912	Female	1	null	Yes	69	No	No	DSL	Yes	Yes	1
Cust_7913	Female	1	Yes	Yes	72	null	Yes	DSL	Yes	No internet service	1
Cust_7914	Male	1	Yes	Yes	26	null	No	No	No	Yes	0
Cust_7915	Female	0	Yes	No	70	No	No phone service	Fiber optic	No	No internet service	0
Cust_7916	Female	1	Yes	No	32	null	Yes	Fiber optic	No internet service	No internet service	0
Cust_7917	Female	1	Yes	No	48	Yes	Yes	Fiber optic	No internet service	No	1
Cust_7918	Male	1	Yes	No	12	Yes	No phone service	DSL	No internet service	Yes	0
Cust_7919	Male	null	No	Yes	70	Yes	Yes	Fiber optic	No	null	1
Cust_7920	Female	1	No	null	61	Yes	No	No	Yes	No internet service	1
Cust_7921	Male	1	Yes	Yes	34	No	No phone service	No	null	Yes	0
Cust_7922	Male	0	Yes	No	45	No	No	DSL	No	No internet service	0
Cust_7923	null	0	Yes	Yes	60	Yes	No phone service	DSL	No	No	1
Cust_7924	Male	0	No	No	65	Yes	null	No	Yes	No	0
Cust_7925	Male	null	Yes	Yes	71	No	No phone service	DSL	No internet service	No	1
Cust_7926	null	0	No	Yes	13	Yes	No	DSL	No internet service	No internet service	1
Cust_7927	Female	1	No	No	48	null	No phone service	Fiber optic	No	No	1
Cust_7928	Female	null	No	No	49	Yes	Yes	No	No internet service	No internet service	1
Cust_7929	Female	0	No	No	58	Yes	No	Fiber optic	null	No	0
Cust_7930	Male	0	No	Yes	null	No	No phone service	No	No internet service	Yes	0
Cust_7931	Female	0	null	Yes	61	No	No phone service	Fiber optic	Yes	No	0
Cust_7932	Male	0	No	null	null	Yes	null	No	No	Yes	1
Cust_7933	Male	null	No	Yes	39	No	Yes	No	Yes	No	1
Cust_7934	Male	0	Yes	null	58	Yes	Yes	No	Yes	null	1
Cust_7935	Female	0	Yes	Yes	27	No	No phone service	DSL	Yes	Yes	1
Cust_7936	Female	1	No	No	40	Yes	null	Fiber optic	Yes	Yes	0
Cust_7937	Female	null	Yes	null	31	No	Yes	DSL	No	No internet service	1
Cust_7938	Female	1	Yes	No	3	No	No phone service	DSL	Yes	null	0
Cust_7939	null	0	Yes	No	15	No	null	No	No	Yes	1
Cust_7940	Female	0	No	null	54	Yes	Yes	No	No internet service	No internet service	0
Cust_7941	Male	0	null	Yes	null	No	Yes	null	No internet service	Yes	1
Cust_7942	Female	1	Yes	null	11	No	Yes	DSL	No internet service	Yes	0
Cust_7943	Female	0	Yes	Yes	30	Yes	null	DSL	No internet service	No internet service	0
Cust_7944	Female	0	null	No	35	Yes	No	No	No	Yes	1
Cust_7945	Male	0	No	Yes	43	Yes	No	No	No	No internet service	1
Cust_7946	Male	1	Yes	null	61	Yes	Yes	null	No internet service	Yes	1
Cust_7947	Male	null	No	Yes	40	null	No phone service	Fiber optic	Yes	No internet service	1
Cust_7948	Male	0	null	Yes	42	No	No	DSL	No internet service	No	0
Cust_7949	Male	1	Yes	Yes	42	Yes	No	DSL	No internet service	Yes	0
Cust_7950	Female	0	Yes	No	3	Yes	Yes	Fiber optic	No internet service	Yes	0
Cust_7951	Male	0	No	Yes	21	No	Yes	DSL	No	No	0
Cust_7952	Male	1	No	No	53	Yes	No phone service	DSL	No internet service	No	1
Cust_7953	Male	null	No	null	44	Yes	No	DSL	No internet service	No internet service	0
Cust_7954	Male	1	Yes	null	46	No	Yes	Fiber optic	No internet service	Yes	1
Cust_7955	Female	1	Yes	Yes	37	No	Yes	Fiber optic	No	Yes	1
Cust_7956	Male	0	Yes	No	38	Yes	No phone service	DSL	No internet service	No internet service	1
Cust_7957	Female	0	Yes	No	38	null	Yes	No	No internet service	No	0
Cust_7958	Female	1	No	No	11	No	Yes	null	Yes	Yes	0
Cust_7959	null	1	Yes	No	null	Yes	Yes	null	No internet service	No	0
Cust_7960	Male	0	Yes	null	64	No	null	null	null	null	0
Cust_7961	Female	0	No	No	44	No	Yes	DSL	Yes	Yes	1
Cust_7962	Male	0	Yes	Yes	62	No	No phone service	null	No internet service	No internet service	1
Cust_7963	Male	0	No	No	61	Yes	Yes	Fiber optic	No	No internet service	0
Cust_7964	Male	1	Yes	null	12	Yes	No	DSL	Yes	Yes	0
Cust_7965	Male	1	No	Yes	9	Yes	Yes	No	No	null	1
Cust_7966	Male	1	No	No	67	No	Yes	Fiber optic	Yes	No	1
Cust_7967	Female	0	null	Yes	2	Yes	No	Fiber optic	No	No internet service	1
Cust_7968	null	null	Yes	Yes	8	Yes	No	No	Yes	No internet service	0
Cust_7969	Male	null	No	No	43	No	null	No	No internet service	No	0
Cust_7970	Female	1	null	null	18	Yes	No phone service	Fiber optic	No internet service	No internet service	1
Cust_7971	Male	1	Yes	Yes	52	Yes	No	DSL	null	No internet service	1
Cust_7972	Female	0	Yes	null	39	No	No phone service	DSL	No internet service	Yes	0
Cust_7973	Female	1	Yes	Yes	31	No	Yes	Fiber optic	Yes	null	0
Cust_7974	Female	null	Yes	Yes	14	No	Yes	DSL	Yes	No internet service	0
Cust_7975	Female	1	Yes	No	64	Yes	No	Fiber optic	Yes	Yes	0
Cust_7976	Female	1	No	Yes	44	Yes	No	No	Yes	No	1
Cust_7977	Male	1	No	Yes	60	Yes	No phone service	DSL	Yes	Yes	0
Cust_7978	Male	0	Yes	Yes	2	No	Yes	DSL	Yes	No	0
Cust_7979	Female	0	Yes	No	32	null	No	Fiber optic	No internet service	null	1
Cust_7980	Male	0	null	Yes	36	null	No	Fiber optic	Yes	No internet service	0
Cust_7981	Female	0	Yes	Yes	55	null	No	null	No	No	0
Cust_7982	Male	0	Yes	No	63	No	No phone service	DSL	No	null	1
Cust_7983	null	0	null	No	69	Yes	Yes	DSL	No	Yes	1
Cust_7984	Female	1	No	Yes	40	No	No	No	Yes	null	0
Cust_7985	Female	0	Yes	Yes	24	Yes	null	null	No internet service	null	0
Cust_7986	Male	1	null	null	58	null	No	DSL	No	No	0
Cust_7987	Male	0	No	No	28	null	Yes	Fiber optic	Yes	No	0
Cust_7988	Female	1	null	No	62	Yes	No phone service	No	Yes	Yes	0
Cust_7989	Female	1	Yes	null	25	Yes	No phone service	Fiber optic	No internet service	No	0
Cust_7990	Male	null	null	Yes	7	No	Yes	DSL	Yes	No	1
Cust_7991	Male	1	No	Yes	38	No	No phone service	No	Yes	No	0
Cust_7992	Male	null	null	No	71	Yes	No phone service	DSL	No	null	0
Cust_7993	Male	0	Yes	Yes	45	No	No	No	No	No	0
Cust_7994	Male	0	No	null	32	No	No phone service	No	No	No internet service	1
Cust_7995	Female	0	No	No	32	No	No	No	No	No	0
Cust_7996	null	1	Yes	Yes	null	Yes	No phone service	No	No	No	0
Cust_7997	Female	0	No	No	45	No	No	No	Yes	Yes	0
Cust_7998	null	1	null	No	64	Yes	Yes	No	null	null	0
Cust_7999	Male	1	No	Yes	68	Yes	Yes	Fiber optic	No internet service	Yes	0
Cust_8000	Male	1	No	No	7	null	No phone service	Fiber optic	No	Yes	1

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