Datasets:

Zainab-Jamil30
/

telecom-churn-dataset

CustomerID string	Gender string	Age int64	Tenure int64	ContractType string	InternetService string	MonthlyCharges float64	TotalCharges float64	PaymentMethod string	TechSupport string	StreamingTV string	OnlineSecurity string	PaperlessBilling string	Churn int64
CUST00001	Male	68	16	Month-to-month	Fiber optic	63.46	1,033.67	Electronic check	Yes	Yes	No	No	1
CUST00002	Female	57	51	Month-to-month	Fiber optic	79.29	4,064.48	Mailed check	Yes	Yes	No	Yes	1
CUST00003	Male	24	11	Month-to-month	DSL	69.53	748.64	Bank transfer	Yes	No	No	Yes	1
CUST00004	Male	49	47	Month-to-month	Fiber optic	95.02	4,527.19	Electronic check	Yes	No	No	Yes	1
CUST00005	Male	65	21	Month-to-month	Fiber optic	59.7	1,272.96	Electronic check	No	Yes	Yes	Yes	1
CUST00006	Female	36	48	Month-to-month	DSL	72.66	3,481.83	Electronic check	No	No	No	Yes	0
CUST00007	Male	23	51	Month-to-month	DSL	45.04	2,344.69	Mailed check	Yes	No	No	No	0
CUST00008	Male	37	0	Month-to-month	Fiber optic	57.19	8.35	Mailed check	No	Yes	No	Yes	1
CUST00009	Male	44	65	Two year	DSL	52.57	3,432.3	Electronic check	No	No	No	Yes	0
CUST00010	Female	70	63	Month-to-month	DSL	48.18	2,951.96	Mailed check	No	No	Yes	Yes	0
CUST00011	Male	60	7	Two year	Fiber optic	64.93	421.1	Mailed check	No	Yes	No	No	1
CUST00012	Male	54	24	Month-to-month	Fiber optic	69.18	1,674.75	Electronic check	No	Yes	Yes	Yes	1
CUST00013	Male	65	65	One year	DSL	30.51	1,975.35	Electronic check	No	Yes	No	No	0
CUST00014	Male	24	69	Month-to-month	Fiber optic	79.99	5,568.77	Credit card	Yes	No	Yes	Yes	1
CUST00015	Female	76	50	One year	Fiber optic	64.78	3,268.3	Credit card	Yes	No	No	No	0
CUST00016	Male	22	52	Month-to-month	DSL	69.8	3,658.9	Electronic check	No	Yes	Yes	No	0
CUST00017	Female	28	14	Month-to-month	Fiber optic	83.58	1,119.78	Bank transfer	No	No	Yes	Yes	1
CUST00018	Female	32	49	Two year	Fiber optic	86.54	4,316.29	Electronic check	No	No	Yes	No	1
CUST00019	Female	20	70	Month-to-month	DSL	70.39	4,994.81	Electronic check	No	No	Yes	No	1
CUST00020	Male	75	37	Two year	Fiber optic	81.72	3,037.3	Electronic check	Yes	No	Yes	Yes	0
CUST00021	Female	22	39	Month-to-month	Fiber optic	60.19	2,305.58	Electronic check	No	No	Yes	No	1
CUST00022	Male	40	65	Month-to-month	Fiber optic	87.96	5,644.38	Electronic check	Yes	Yes	Yes	Yes	1
CUST00023	Female	70	38	Month-to-month	Fiber optic	77.18	2,902.67	Electronic check	No	Yes	Yes	Yes	1
CUST00024	Female	54	16	One year	Fiber optic	73.9	1,155.38	Electronic check	Yes	No	No	Yes	0
CUST00025	Female	26	6	Month-to-month	DSL	63.5	421.59	Electronic check	No	No	Yes	Yes	1
CUST00026	Female	32	38	Two year	Fiber optic	95.61	3,691.85	Credit card	No	No	No	Yes	0
CUST00027	Female	20	67	Month-to-month	Fiber optic	81.93	5,434.46	Credit card	Yes	No	No	Yes	1
CUST00028	Female	46	34	One year	Fiber optic	61.13	2,053.29	Credit card	No	No	No	No	0
CUST00029	Female	23	50	Month-to-month	Fiber optic	86.07	4,319.17	Bank transfer	Yes	No	Yes	No	0
CUST00030	Female	34	46	Month-to-month	Fiber optic	74.11	3,404.28	Mailed check	Yes	No	Yes	Yes	1
CUST00031	Male	43	35	Month-to-month	No	39.59	1,439.13	Bank transfer	No	Yes	No	Yes	1
CUST00032	Male	38	63	Month-to-month	DSL	63.45	3,940.7	Bank transfer	Yes	No	No	Yes	0
CUST00033	Female	25	12	Month-to-month	DSL	62.94	808.47	Electronic check	No	Yes	No	Yes	1
CUST00034	Female	38	17	Month-to-month	DSL	43.8	715.95	Credit card	No	No	No	No	0
CUST00035	Female	74	20	Month-to-month	DSL	46.85	1,028.29	Electronic check	Yes	No	No	Yes	0
CUST00036	Male	28	64	Month-to-month	Fiber optic	58.82	3,806.48	Electronic check	No	Yes	No	Yes	1
CUST00037	Female	55	7	Month-to-month	DSL	53.6	416.4	Credit card	Yes	No	No	No	1
CUST00038	Male	25	47	Month-to-month	DSL	50.19	2,292.75	Electronic check	Yes	Yes	Yes	No	0
CUST00039	Male	59	42	Month-to-month	DSL	45.24	1,811.88	Mailed check	Yes	No	No	Yes	0
CUST00040	Male	41	52	Two year	Fiber optic	77.06	3,967.32	Mailed check	Yes	No	No	Yes	0
CUST00041	Male	78	26	Two year	Fiber optic	77.65	1,977.88	Bank transfer	No	Yes	No	Yes	0
CUST00042	Male	52	18	Month-to-month	Fiber optic	54.13	958.29	Credit card	No	No	No	Yes	1
CUST00043	Female	72	22	Two year	DSL	54.56	1,140.66	Mailed check	No	No	No	No	0
CUST00044	Female	31	49	One year	Fiber optic	57.42	2,860.92	Bank transfer	No	No	No	Yes	0
CUST00045	Female	72	50	Month-to-month	DSL	63.51	3,186.64	Electronic check	No	No	No	Yes	0
CUST00046	Female	31	42	Month-to-month	DSL	63.84	2,573.6	Bank transfer	Yes	No	No	Yes	0
CUST00047	Female	27	50	Two year	Fiber optic	75.78	3,764.99	Bank transfer	No	Yes	No	No	0
CUST00048	Male	29	68	One year	Fiber optic	77.77	5,307.57	Mailed check	No	No	Yes	Yes	0
CUST00049	Female	55	40	One year	DSL	51.78	2,048.98	Bank transfer	Yes	Yes	No	Yes	0
CUST00050	Female	61	71	Two year	Fiber optic	65.68	4,605.48	Credit card	No	No	Yes	Yes	0
CUST00051	Male	72	10	Month-to-month	DSL	57.63	522.4	Electronic check	No	Yes	Yes	Yes	1
CUST00052	Female	63	51	Month-to-month	DSL	41.88	2,138.96	Credit card	No	Yes	No	Yes	0
CUST00053	Male	51	22	Month-to-month	Fiber optic	78.77	1,663.22	Electronic check	Yes	Yes	Yes	Yes	1
CUST00054	Female	58	48	Month-to-month	DSL	23.63	1,126.7	Credit card	Yes	No	Yes	Yes	1
CUST00055	Male	27	37	Month-to-month	No	48.57	1,765.17	Electronic check	Yes	No	No	Yes	0
CUST00056	Female	75	46	Month-to-month	Fiber optic	75.67	3,501.68	Credit card	No	No	No	Yes	0
CUST00057	Female	34	71	Month-to-month	Fiber optic	47.34	3,381	Electronic check	No	No	No	Yes	0
CUST00058	Male	34	6	Month-to-month	Fiber optic	62.65	471.7	Mailed check	No	No	No	Yes	1
CUST00059	Male	20	65	Month-to-month	Fiber optic	74.25	4,808.72	Bank transfer	No	Yes	Yes	No	1
CUST00060	Male	79	61	Month-to-month	Fiber optic	83.52	5,147.11	Bank transfer	No	No	No	Yes	1
CUST00061	Male	48	28	Month-to-month	DSL	58.8	1,676.9	Bank transfer	Yes	No	No	Yes	1
CUST00062	Male	68	37	Month-to-month	Fiber optic	58.14	2,097.73	Bank transfer	No	Yes	No	No	0
CUST00063	Male	18	32	One year	DSL	62.83	2,096.89	Electronic check	No	No	Yes	Yes	0
CUST00064	Male	29	28	Two year	DSL	32.41	914.35	Credit card	No	No	Yes	Yes	0
CUST00065	Male	56	22	Month-to-month	Fiber optic	70.51	1,630.55	Credit card	No	Yes	No	No	1
CUST00066	Female	21	2	Month-to-month	Fiber optic	79.86	103.38	Mailed check	No	No	Yes	Yes	1
CUST00067	Female	59	44	Two year	No	59.06	2,646.41	Bank transfer	Yes	Yes	Yes	Yes	0
CUST00068	Male	30	7	Month-to-month	DSL	51.9	276.34	Bank transfer	No	Yes	Yes	No	1
CUST00069	Female	51	28	One year	Fiber optic	60.31	1,565.41	Mailed check	No	No	No	No	1
CUST00070	Female	59	1	Month-to-month	Fiber optic	69.98	175.38	Bank transfer	No	No	No	Yes	1
CUST00071	Female	38	49	One year	DSL	50.24	2,509.5	Mailed check	No	Yes	No	Yes	0
CUST00072	Female	39	64	Two year	DSL	72.6	4,715.74	Bank transfer	No	Yes	No	Yes	0
CUST00073	Male	74	19	One year	DSL	42.19	786.82	Credit card	Yes	No	No	Yes	0
CUST00074	Female	21	51	Month-to-month	Fiber optic	67.09	3,389.71	Mailed check	No	Yes	No	Yes	1
CUST00075	Male	35	36	Two year	DSL	44.93	1,650.28	Credit card	No	No	No	Yes	0
CUST00076	Female	22	71	One year	DSL	55.05	3,853.61	Bank transfer	No	Yes	No	Yes	0
CUST00077	Female	36	26	One year	Fiber optic	52.87	1,319.46	Credit card	No	No	Yes	No	0
CUST00078	Female	19	46	Month-to-month	Fiber optic	79.75	3,639.11	Credit card	No	No	Yes	Yes	0
CUST00079	Male	29	5	One year	No	46.05	277.01	Electronic check	No	No	Yes	Yes	0
CUST00080	Female	34	59	Month-to-month	Fiber optic	83.28	4,859.93	Bank transfer	No	No	No	No	0
CUST00081	Male	27	44	Month-to-month	No	39.44	1,785.39	Electronic check	Yes	No	Yes	Yes	1
CUST00082	Female	51	43	Month-to-month	DSL	57.05	2,474.74	Mailed check	Yes	No	No	No	0
CUST00083	Male	23	17	Month-to-month	DSL	44.71	782.86	Electronic check	No	No	No	Yes	1
CUST00084	Female	25	64	One year	No	34.53	2,127.93	Bank transfer	Yes	No	Yes	Yes	0
CUST00085	Male	78	24	One year	Fiber optic	72.5	1,706.8	Electronic check	No	Yes	Yes	No	0
CUST00086	Male	68	26	Month-to-month	DSL	52.3	1,348.8	Electronic check	Yes	Yes	Yes	Yes	1
CUST00087	Female	28	6	One year	Fiber optic	85.23	527.91	Bank transfer	No	No	No	Yes	0
CUST00088	Male	74	43	Two year	Fiber optic	73.83	3,142.72	Credit card	No	No	No	No	0
CUST00089	Female	29	28	Month-to-month	Fiber optic	54.67	1,611.74	Mailed check	No	No	No	Yes	0
CUST00090	Female	26	43	Month-to-month	Fiber optic	68.08	2,913.68	Electronic check	No	Yes	No	Yes	0
CUST00091	Female	19	35	Month-to-month	Fiber optic	58.74	2,073.05	Bank transfer	Yes	No	Yes	No	1
CUST00092	Female	25	18	Month-to-month	Fiber optic	70.32	1,268.2	Electronic check	No	No	No	No	1
CUST00093	Female	75	5	Month-to-month	Fiber optic	66.26	366.75	Mailed check	No	No	No	Yes	1
CUST00094	Female	28	24	Month-to-month	Fiber optic	42.48	1,019.64	Mailed check	No	Yes	No	Yes	1
CUST00095	Female	77	30	Month-to-month	Fiber optic	76.39	2,229	Mailed check	Yes	No	Yes	Yes	1
CUST00096	Female	70	8	Two year	Fiber optic	69.47	537.03	Electronic check	No	Yes	No	Yes	1
CUST00097	Female	53	36	One year	DSL	61.2	2,157.74	Credit card	Yes	No	Yes	Yes	0
CUST00098	Female	27	26	Month-to-month	DSL	49.17	1,172.96	Credit card	No	No	Yes	Yes	0
CUST00099	Female	38	12	Month-to-month	Fiber optic	67.37	866.51	Credit card	No	No	No	Yes	1
CUST00100	Male	37	40	Month-to-month	DSL	41.81	1,750.2	Bank transfer	No	No	No	No	0

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Size of the auto-converted Parquet files:

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Number of rows:

10,000