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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_1001	Female	1	Yes	Yes	null	No	Yes	DSL	No	No	0
Cust_1002	Male	0	No	Yes	43	No	Yes	Fiber optic	No internet service	No	1
Cust_1003	null	1	Yes	Yes	34	Yes	null	No	No internet service	null	0
Cust_1004	Male	0	No	No	null	null	No	DSL	null	No	0
Cust_1005	Male	0	Yes	Yes	33	Yes	Yes	DSL	No internet service	Yes	1
Cust_1006	Male	0	Yes	Yes	15	Yes	No phone service	Fiber optic	null	No internet service	1
Cust_1007	Female	0	Yes	No	40	null	No	Fiber optic	No	Yes	1
Cust_1008	null	0	Yes	No	5	No	null	DSL	No internet service	No	1
Cust_1009	Female	1	No	null	null	null	No	Fiber optic	No	No internet service	1
Cust_1010	Female	null	Yes	Yes	66	No	null	Fiber optic	Yes	No	0
Cust_1011	Male	null	No	Yes	54	Yes	No	Fiber optic	No	No internet service	1
Cust_1012	Male	0	Yes	No	46	null	null	Fiber optic	No	No internet service	1
Cust_1013	Female	1	null	No	null	Yes	No	Fiber optic	null	No	1
Cust_1014	Male	1	No	No	49	No	No	DSL	Yes	Yes	0
Cust_1015	Male	0	null	null	23	Yes	No phone service	null	No internet service	No	1
Cust_1016	Female	1	Yes	null	55	Yes	No	DSL	No	No internet service	0
Cust_1017	Female	1	null	No	5	Yes	No phone service	DSL	No	Yes	0
Cust_1018	Male	1	Yes	Yes	64	Yes	null	DSL	No	null	0
Cust_1019	Female	0	No	Yes	35	No	Yes	DSL	Yes	Yes	0
Cust_1020	Male	1	Yes	No	null	No	No phone service	DSL	No	Yes	0
Cust_1021	Male	null	Yes	No	54	No	No	Fiber optic	No internet service	No internet service	0
Cust_1022	Male	0	Yes	No	null	No	No phone service	No	Yes	No internet service	1
Cust_1023	Female	0	No	Yes	null	null	Yes	Fiber optic	No	No	1
Cust_1024	Female	0	Yes	Yes	56	No	Yes	No	Yes	No internet service	0
Cust_1025	Female	0	null	Yes	2	Yes	Yes	DSL	Yes	No	1
Cust_1026	Female	null	Yes	Yes	38	null	Yes	DSL	Yes	No internet service	1
Cust_1027	Female	0	Yes	Yes	56	Yes	Yes	DSL	No	null	1
Cust_1028	Male	0	Yes	No	5	null	null	DSL	null	Yes	0
Cust_1029	Male	0	Yes	Yes	null	Yes	No phone service	DSL	No internet service	Yes	1
Cust_1030	Male	null	Yes	Yes	11	Yes	No	DSL	Yes	No internet service	0
Cust_1031	Male	1	Yes	No	null	Yes	No	DSL	No	Yes	0
Cust_1032	null	1	Yes	No	10	Yes	Yes	No	No	No	1
Cust_1033	Male	1	No	null	41	Yes	Yes	DSL	No internet service	No	0
Cust_1034	Female	1	Yes	No	44	Yes	null	DSL	No	Yes	1
Cust_1035	Male	1	No	Yes	33	Yes	Yes	DSL	No	Yes	1
Cust_1036	Female	1	No	Yes	56	No	Yes	No	No	Yes	1
Cust_1037	Female	0	No	No	12	Yes	Yes	No	Yes	No internet service	0
Cust_1038	Male	0	Yes	Yes	2	No	No	DSL	No internet service	No	0
Cust_1039	Male	1	No	No	1	Yes	No phone service	Fiber optic	No internet service	No internet service	1
Cust_1040	Male	0	null	Yes	65	null	No	No	No internet service	No internet service	0
Cust_1041	Male	null	No	null	33	Yes	Yes	DSL	null	No	1
Cust_1042	Female	1	Yes	Yes	36	Yes	Yes	No	No	No	1
Cust_1043	Male	0	No	No	21	Yes	No	Fiber optic	No	No	1
Cust_1044	Male	0	null	No	36	No	No	DSL	null	null	0
Cust_1045	Female	null	No	Yes	26	null	No phone service	No	Yes	No	1
Cust_1046	null	0	No	Yes	47	Yes	Yes	Fiber optic	No internet service	Yes	0
Cust_1047	Male	null	Yes	null	1	Yes	Yes	null	Yes	No	1
Cust_1048	Male	1	Yes	No	38	Yes	No	No	Yes	No internet service	1
Cust_1049	Male	0	No	Yes	14	No	No phone service	DSL	No	Yes	1
Cust_1050	null	0	No	Yes	46	No	null	DSL	No	null	1
Cust_1051	Female	0	No	No	null	Yes	Yes	null	No internet service	No internet service	1
Cust_1052	null	1	null	Yes	7	null	Yes	Fiber optic	No	No internet service	1
Cust_1053	Male	1	Yes	No	55	Yes	No	null	No	null	1
Cust_1054	Male	1	null	No	56	No	Yes	No	Yes	Yes	0
Cust_1055	Male	0	No	Yes	63	Yes	No	No	No internet service	null	1
Cust_1056	Male	0	Yes	Yes	24	Yes	null	DSL	Yes	Yes	1
Cust_1057	Female	1	Yes	Yes	4	null	Yes	DSL	No internet service	No internet service	1
Cust_1058	null	0	No	No	42	No	Yes	No	No internet service	Yes	1
Cust_1059	Female	0	Yes	No	70	Yes	No phone service	DSL	No	Yes	1
Cust_1060	Female	1	No	No	28	Yes	Yes	No	Yes	Yes	1
Cust_1061	Male	1	Yes	Yes	40	Yes	Yes	Fiber optic	Yes	No	1
Cust_1062	Male	0	No	Yes	null	No	No phone service	null	No	Yes	1
Cust_1063	Male	null	null	No	29	No	No phone service	DSL	null	No	0
Cust_1064	null	0	No	No	42	Yes	Yes	No	No internet service	Yes	1
Cust_1065	Female	1	Yes	Yes	69	No	null	DSL	No internet service	No	0
Cust_1066	Male	1	No	No	5	Yes	No phone service	Fiber optic	No internet service	No	0
Cust_1067	Male	null	No	Yes	41	No	No phone service	No	No	Yes	0
Cust_1068	Male	0	Yes	null	61	Yes	No phone service	Fiber optic	null	No internet service	0
Cust_1069	Male	0	No	No	55	Yes	No	Fiber optic	Yes	No internet service	1
Cust_1070	Male	1	No	No	28	null	Yes	Fiber optic	No internet service	Yes	1
Cust_1071	Male	1	No	No	41	null	No	Fiber optic	No internet service	Yes	0
Cust_1072	Female	1	Yes	No	9	No	Yes	No	No internet service	No internet service	1
Cust_1073	Female	0	Yes	No	null	No	No phone service	DSL	No	No	0
Cust_1074	Male	1	Yes	Yes	38	null	No	null	No internet service	No internet service	0
Cust_1075	Male	1	Yes	No	62	No	No phone service	Fiber optic	No	No internet service	0
Cust_1076	Male	1	No	Yes	54	Yes	No phone service	No	null	No internet service	0
Cust_1077	Female	1	null	No	52	No	No phone service	Fiber optic	No internet service	No	0
Cust_1078	Male	null	null	No	34	Yes	Yes	Fiber optic	No internet service	No internet service	1
Cust_1079	Female	null	Yes	No	37	Yes	No phone service	Fiber optic	Yes	Yes	0
Cust_1080	Male	1	No	No	49	Yes	Yes	Fiber optic	No internet service	Yes	1
Cust_1081	null	0	No	No	42	Yes	Yes	DSL	null	No	0
Cust_1082	Male	0	No	No	14	No	No phone service	Fiber optic	No	Yes	0
Cust_1083	null	0	Yes	null	33	Yes	null	No	No	No	0
Cust_1084	Female	1	No	No	17	No	No	DSL	Yes	No internet service	1
Cust_1085	null	null	No	null	32	Yes	Yes	No	No	No internet service	1
Cust_1086	Male	0	Yes	No	null	Yes	No phone service	DSL	No	null	1
Cust_1087	Male	0	No	No	39	Yes	No phone service	DSL	Yes	Yes	0
Cust_1088	Female	null	Yes	Yes	10	No	No	null	null	No internet service	1
Cust_1089	Female	1	Yes	Yes	24	Yes	No	Fiber optic	No internet service	No internet service	0
Cust_1090	Female	0	No	Yes	58	Yes	null	No	No internet service	Yes	1
Cust_1091	Female	0	Yes	null	69	null	Yes	DSL	No internet service	No	0
Cust_1092	Male	1	Yes	Yes	64	Yes	No	DSL	No internet service	No	1
Cust_1093	Female	1	Yes	Yes	19	No	No phone service	Fiber optic	No	No	0
Cust_1094	Male	0	Yes	No	8	null	No phone service	DSL	No	Yes	1
Cust_1095	Female	0	Yes	No	71	Yes	No	Fiber optic	Yes	No	0
Cust_1096	Female	null	null	Yes	40	Yes	No	Fiber optic	Yes	No	0
Cust_1097	Female	1	No	No	13	No	null	No	No	No internet service	1
Cust_1098	null	0	Yes	No	27	No	No phone service	null	No internet service	No internet service	1
Cust_1099	Female	null	Yes	No	2	Yes	Yes	Fiber optic	No internet service	No internet service	1
Cust_1100	Male	0	Yes	No	16	No	No	DSL	No internet service	No internet service	1

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