EXTREMUM_web/X_train.csv

1		Unnamed: 0	No	customerID	gender	SeniorCitizen	Partner	Dependents	tenure	PhoneService	MultipleLines	InternetService	OnlineSecurity	OnlineBackup	DeviceProtection	TechSupport	StreamingTV	StreamingMovies	Contract	PaperlessBilling	PaymentMethod	MonthlyCharges	TotalCharges	Churn
2	5426	5426	2265	1583-IHQZE	Male	0	No	No	12	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Mailed check	112.95	1384.75	Yes
3	2553	2553	5865	2621-UDNLU	Female	0	Yes	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.85	72	No
4	2672	2672	5953	6888-SBYAI	Male	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Mailed check	50.7	50.7	No
5	1197	1197	653	1140-UKVZG	Female	0	No	No	17	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	24.8	475.25	No
6	1643	1643	1271	4598-ZADCK	Female	0	No	No	53	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	One year	Yes	Electronic check	53.6	2879.2	No
7	896	896	1593	0620-XEFWH	Male	0	Yes	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	18.85	84.2	No
8	1513	1513	2650	5609-IMCGG	Female	0	No	No	15	Yes	Yes	Fiber optic	Yes	No	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	84.35	1302.65	No
9	4808	4808	2151	2560-WBWXF	Male	0	No	No	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	24.15	1498.85	No
10	5831	5831	1028	8436-BJUMM	Male	0	Yes	Yes	26	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	83.75	2070.6	Yes
11	3937	3937	2113	7607-QKKTJ	Male	0	Yes	Yes	45	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	One year	Yes	Credit card (automatic)	95.0	4368.85	No
12	5007	5007	4432	3891-NLXJB	Male	0	No	No	37	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	Two year	Yes	Mailed check	40.55	1390.85	No
13	3743	3743	1798	3506-OVLKD	Male	0	No	No	35	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	26.2	954.9	No
14	5395	5395	3746	4806-HIPDW	Female	0	Yes	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	68.95	68.95	Yes
15	5608	5608	1045	3524-WQDSG	Female	0	Yes	Yes	43	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	99.3	4209.95	No
16	4990	4990	3287	5828-AVIPD	Male	0	Yes	Yes	19	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	One year	Yes	Electronic check	100.95	1875.55	Yes
17	4542	4542	5634	2320-JRSDE	Female	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Electronic check	19.9	19.9	Yes
18	1357	1357	2836	6988-CJEYV	Male	0	No	No	49	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	No	Electronic check	98.7	4920.55	No
19	2602	2602	4908	3957-LXOLK	Female	1	No	No	28	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	106.15	3152.5	Yes
20	4434	4434	4806	6729-FZWSY	Male	0	No	No	67	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	19.45	1195.95	No
21	567	567	1729	8226-BXGES	Male	0	Yes	No	64	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	One year	No	Bank transfer (automatic)	89.45	5692.65	No
22	4284	4284	6620	6457-USBER	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	80.8	80.8	Yes
23	2193	2193	3286	3318-OSATS	Male	1	No	No	35	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.45	3474.05	Yes
24	3261	3261	546	6986-IJDHX	Male	0	Yes	Yes	39	Yes	No	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Mailed check	86.3	3266	Yes
25	3975	3975	1394	2272-JKMSI	Female	0	Yes	Yes	62	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	110.8	6840.95	No
26	1824	1824	1658	1228-FZFRV	Male	0	Yes	Yes	50	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Month-to-month	No	Credit card (automatic)	105.95	5341.8	Yes
27	666	666	6679	4940-KHCWD	Female	0	Yes	No	60	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	Two year	No	Bank transfer (automatic)	37.7	2288.7	No
28	2399	2399	1551	6518-KZXCB	Male	0	No	No	22	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.25	566.5	No
29	1763	1763	2330	1104-FEJAM	Male	0	Yes	Yes	28	Yes	Yes	DSL	No	Yes	No	No	No	Yes	Month-to-month	No	Electronic check	64.4	1802.15	No
30	5634	5634	3777	4742-TXUEX	Female	0	Yes	Yes	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.3	890.5	No
31	5710	5710	3397	1642-HMARX	Female	0	Yes	No	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	91.7	6424.7	No
32	5325	5325	6414	3472-QPRCH	Male	0	Yes	Yes	40	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	25.25	1006.9	No
33	5971	5971	3171	8908-SLFCJ	Female	0	No	No	21	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	20.85	435.25	No
34	2584	2584	6781	4919-MOAVT	Male	0	No	Yes	3	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	69.65	220.1	Yes
35	295	295	553	1982-FEBTD	Female	0	Yes	Yes	23	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	25.6	514.75	No
36	2234	2234	648	5644-PDMZC	Female	1	No	No	2	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	No	Electronic check	89.5	161.5	Yes
37	2306	2306	4416	6217-TOWGS	Female	0	Yes	No	17	Yes	Yes	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	75.4	1322.55	No
38	4892	4892	4208	9955-QOPOY	Male	0	Yes	No	69	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	60.8	4263.4	No
39	5490	5490	5222	6854-EXGSF	Female	0	No	No	8	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	65.5	573.15	No
40	1790	1790	5762	1421-HCERK	Male	1	Yes	No	30	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	105.7	3181.8	No
41	3503	3503	1459	3070-BDOQC	Female	0	No	No	60	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Electronic check	99.65	5941.05	No
42	3921	3921	4957	4486-EFAEB	Male	0	No	No	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Electronic check	20.4	251.65	No
43	3681	3681	5441	3512-IZIKN	Female	0	Yes	No	70	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	Two year	No	Credit card (automatic)	65.3	4759.75	Yes
44	1418	1418	1292	8390-FESFV	Female	0	No	No	62	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	84.5	5193.2	No
45	3408	3408	685	1536-HBSWP	Female	0	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	49.9	49.9	No
46	2244	2244	5897	0562-HKHML	Male	0	Yes	Yes	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	23.9	1626.4	No
47	378	378	1032	4145-UQXUQ	Female	1	No	No	8	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	92.1	729.95	Yes
48	5821	5821	2790	5013-SBUIH	Female	0	No	No	50	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	Two year	Yes	Electronic check	109.65	5551.15	Yes
49	2377	2377	1590	7643-RCHXS	Female	0	Yes	Yes	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Electronic check	19.35	1263.85	No
50	829	829	4965	9239-ZBZZV	Female	0	No	No	6	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	47.95	305.1	Yes
51	2272	2272	4393	2057-ZBLPD	Female	0	Yes	No	21	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	86.5	1808.7	Yes
52	1450	1450	5171	3566-VVORZ	Female	0	Yes	No	12	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	45.9	505.95	No
53	453	453	4041	5862-BRIXZ	Male	0	No	No	46	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	60.75	2893.4	No
54	1736	1736	139	0390-DCFDQ	Female	1	Yes	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	70.45	70.45	Yes
55	2529	2529	3718	8468-EHYJA	Female	0	Yes	No	57	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.65	5497.05	No
56	3210	3210	2361	5103-MHMHY	Female	0	No	Yes	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	45.95	45.95	Yes
57	291	291	1565	6968-GMKPR	Female	0	No	No	55	Yes	No	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	81.55	4509.5	No
58	1536	1536	6617	8822-KNBHV	Female	0	No	No	48	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	83.45	3887.85	No
59	841	841	1858	7517-SAWMO	Female	0	Yes	No	19	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	73.2	1441.1	Yes
60	5317	5317	4360	2675-OTVVJ	Male	1	Yes	No	31	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	No	Month-to-month	No	Electronic check	89.45	2807.65	No
61	5332	5332	4968	2197-OMWGI	Female	1	Yes	Yes	68	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Electronic check	53.0	3656.25	No
62	5095	5095	388	8782-LKFPK	Male	0	No	No	44	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Mailed check	90.4	4063	No
63	4788	4788	3068	1810-BOHSY	Male	0	Yes	No	51	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	Yes	One year	Yes	Credit card (automatic)	96.4	4911.05	No
64	4689	4689	5775	4057-FKCZK	Male	0	Yes	Yes	58	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Two year	No	Bank transfer (automatic)	82.5	4828.05	No
65	4774	4774	3228	3567-PQTSO	Male	0	Yes	Yes	53	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	105.25	5576.3	No
66	862	862	1611	1971-DTCZB	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	90.95	6468.6	No
67	5361	5361	5745	3580-GICBM	Female	0	Yes	Yes	61	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	24.2	1445.2	No
68	2223	2223	1772	7198-GLXTC	Male	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	79.0	143.65	Yes
69	598	598	2447	1475-VWVDO	Male	0	No	No	7	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	74.9	490.55	No
70	3553	3553	2130	8945-MUQUF	Male	0	No	No	51	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	One year	Yes	Electronic check	94.8	4837.6	Yes
71	3045	3045	3618	3209-ZPKFI	Male	0	Yes	Yes	47	Yes	Yes	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	54.25	2538.2	No
72	1590	1590	3473	7599-FKVXZ	Male	0	Yes	No	42	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	106.15	4512.7	Yes
73	3719	3719	1584	9906-NHHVC	Female	1	No	No	65	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	53.5	3517.9	No
74	1216	1216	287	5583-SXDAG	Male	0	Yes	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	70.0	70	Yes
75	3956	3956	4005	2565-JSLRY	Male	0	No	No	1	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	24.05	24.05	Yes
76	866	866	2499	6061-GWWAV	Male	0	No	Yes	41	Yes	No	DSL	Yes	Yes	Yes	No	Yes	No	One year	No	Mailed check	70.2	2894.55	No
77	1422	1422	2615	9297-EONCV	Female	0	No	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	91.35	6697.2	No
78	38	38	5038	4815-TUMEQ	Female	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	19.3	185.2	No
79	158	158	626	5016-IBERQ	Male	0	Yes	No	23	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	No	Electronic check	84.25	1968.1	No
80	4264	4264	2396	4083-BFNYK	Female	1	Yes	No	38	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	Yes	One year	No	Credit card (automatic)	95.0	3591.25	No
81	2406	2406	187	8167-GJLRN	Male	0	No	No	3	No	No phone service	DSL	No	No	No	Yes	No	No	Month-to-month	No	Electronic check	30.4	82.15	No
82	3016	3016	786	4992-LTJNE	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	No	No	No	No	No	Two year	No	Bank transfer (automatic)	55.3	3983.6	No
83	1622	1622	1818	4450-MDZFX	Male	0	Yes	Yes	60	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	74.35	4453.3	No
84	4996	4996	55	1658-BYGOY	Male	1	No	No	18	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.45	1752.55	Yes
85	5631	5631	3791	3453-RTHJQ	Male	0	No	No	6	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.1	435	No
86	3154	3154	7	6713-OKOMC	Female	0	No	No	10	No	No phone service	DSL	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	29.75	301.9	No
87	1461	1461	637	2077-DDHJK	Female	0	Yes	No	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	Two year	No	Credit card (automatic)	70.9	4911.35	No
88	5011	5011	4202	3146-JTQHR	Male	0	Yes	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	19.6	189.45	No
89	2975	2975	6464	4726-DLWQN	Male	1	No	No	50	Yes	Yes	DSL	Yes	Yes	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	70.35	3454.6	No
90	1767	1767	6337	2696-ECXKC	Female	0	Yes	Yes	55	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	One year	No	Mailed check	100.9	5448.6	No
91	3319	3319	5990	1472-TNCWL	Male	0	No	Yes	36	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.7	3512.5	No
92	2279	2279	6896	3085-QUOZK	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	43.95	43.95	Yes
93	2574	2574	1003	8917-FAEMR	Female	0	No	No	37	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.85	784.25	No
94	1223	1223	3424	4112-LUEIZ	Male	0	No	No	10	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	89.5	863.1	Yes
95	1452	1452	3322	8058-JMEQO	Female	1	No	No	9	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	84.45	762.5	Yes
96	64	64	5910	0856-NAOES	Male	0	No	No	6	Yes	No	DSL	No	No	Yes	No	Yes	No	Month-to-month	No	Mailed check	60.9	414.1	No
97	2066	2066	5623	9115-YQHGA	Male	0	No	No	40	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	51.1	2092.9	No
98	5104	5104	673	9092-GDZKO	Male	0	No	No	22	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Credit card (automatic)	24.85	493.4	No
99	2689	2689	5954	7395-XWZOY	Male	0	No	No	20	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	55.0	1165.55	No
100	5507	5507	3261	2378-YIZKA	Female	0	Yes	Yes	68	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	85.0	5607.75	No
101	1830	1830	2552	3547-LQRIK	Female	0	Yes	No	47	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Electronic check	26.9	1250.85	No
102	1749	1749	312	1557-EMYVT	Female	0	No	No	43	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	115.05	4895.1	No
103	1272	1272	5362	0485-ZBSLN	Male	0	Yes	Yes	65	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	24.75	1715.1	No
104	1367	1367	2370	6993-YGFJV	Male	0	Yes	No	69	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	112.55	7806.5	No
105	2421	2421	4318	4369-NYSCF	Male	0	No	No	56	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	75.75	4284.65	No
106	2006	2006	2880	2187-PKZAY	Male	0	No	No	12	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	79.95	1043.4	No
107	3977	3977	4009	4006-HKYHO	Male	0	No	No	63	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	86.7	5309.5	No
108	1624	1624	841	0392-BZIUW	Female	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Two year	Yes	Credit card (automatic)	105.0	7589.8	No
109	635	635	4168	1194-BHJYC	Male	0	Yes	No	61	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Mailed check	62.15	3778.85	No
110	1326	1326	3226	0750-EKNGL	Male	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.75	141.1	No
111	4973	4973	4580	0825-CPPQH	Female	0	Yes	No	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.1	1372.45	No
112	2669	2669	5335	3327-YBAKM	Female	0	Yes	No	64	Yes	No	Fiber optic	Yes	No	No	Yes	Yes	Yes	One year	Yes	Mailed check	96.9	6314.35	No
113	5202	5202	3376	9629-NHXFW	Female	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.4	19.4	No
114	5492	5492	3051	5117-ZSMHQ	Female	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	89.9	6342.7	No
115	1688	1688	2434	1465-WCZVT	Female	0	Yes	Yes	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.65	60.65	No
116	491	491	2132	6082-OQFBA	Male	0	Yes	Yes	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.65	436.9	No
117	192	192	1533	8519-QJGJD	Female	0	No	No	14	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	No	Electronic check	75.35	1025.95	Yes
118	3326	3326	2452	5908-QMGOE	Male	1	No	No	15	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	74.2	1133.9	Yes
119	4537	4537	5475	1114-CENIM	Male	0	No	Yes	54	Yes	Yes	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	55.0	3092.65	Yes
120	3910	3910	3568	2227-JRSJX	Female	0	No	No	21	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	99.15	1956.4	No
121	4150	4150	988	9046-JBFWA	Male	0	No	Yes	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.15	537.35	No
122	1003	1003	6885	7603-USHJS	Male	0	No	Yes	12	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	73.75	871.4	Yes
123	463	463	5816	0374-IOEGQ	Female	0	No	No	3	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	44.6	122.7	No
124	541	541	453	0256-LTHVJ	Female	0	Yes	Yes	28	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	81.05	2227.1	Yes
125	4856	4856	6153	6685-XSHHU	Male	0	Yes	Yes	60	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	20.95	1270.55	No
126	3100	3100	6716	9850-OWRHQ	Female	0	Yes	No	3	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	74.1	228	Yes
127	1854	1854	2584	3969-JQABI	Female	0	Yes	No	58	Yes	No	DSL	Yes	Yes	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	65.25	3791.6	No
128	2716	2716	1130	5859-HZYLF	Male	0	Yes	Yes	26	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	19.15	515.75	No
129	4275	4275	3387	3530-CRZSB	Female	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.65	155.9	No
130	4130	4130	5179	9048-JVYVF	Male	0	No	No	3	Yes	No	DSL	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	69.35	191.35	Yes
131	3555	3555	1950	9614-RMGHA	Male	0	Yes	No	65	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	91.85	5940.85	Yes
132	5399	5399	3546	8200-LGKSR	Male	0	Yes	No	71	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Electronic check	83.2	6126.1	No
133	2708	2708	3705	9220-CXRSC	Female	0	Yes	Yes	69	Yes	Yes	DSL	Yes	No	No	Yes	No	No	Two year	No	Credit card (automatic)	61.4	4059.85	No
134	899	899	57	5067-XJQFU	Male	1	Yes	Yes	66	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	108.45	7076.35	No
135	3294	3294	6533	1104-TNLZA	Male	1	Yes	No	28	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	105.8	2998	No
136	4415	4415	3042	1322-AGOQM	Male	0	No	No	46	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	30.3	1380.1	Yes
137	3368	3368	22	1066-JKSGK	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.15	20.15	Yes
138	5834	5834	5581	5271-YNWVR	Male	0	Yes	Yes	68	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	113.15	7856	Yes
139	5117	5117	2048	9961-JBNMK	Male	1	No	No	21	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	96.8	2030.3	Yes
140	1203	1203	5527	5985-BEHZK	Female	1	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	No	Credit card (automatic)	105.0	7578.05	No
141	2065	2065	4751	8785-EPNCG	Male	0	No	No	11	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	23.15	245.2	Yes
142	1916	1916	83	9919-YLNNG	Female	0	No	No	42	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	103.8	4327.5	No
143	1261	1261	6623	9248-OJYKK	Male	1	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	76.45	76.45	Yes
144	3440	3440	3632	2203-GHNWN	Female	0	Yes	No	24	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	79.65	1928.7	No
145	5965	5965	5611	6847-KJLTS	Female	1	Yes	No	58	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	100.4	5749.8	No
146	4386	4386	4346	9351-LZYGF	Female	0	Yes	No	42	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	66.4	2727.8	No
147	3025	3025	3398	3096-WPXBT	Female	0	Yes	Yes	61	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	Yes	One year	Yes	Credit card (automatic)	100.7	6018.65	No
148	5064	5064	137	3774-VBNXY	Female	0	Yes	Yes	64	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.2	1277.75	No
149	1087	1087	1294	5027-XWQHA	Male	0	No	No	6	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	44.75	270.95	Yes
150	4754	4754	814	4785-NKHCX	Male	1	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	20.05	94.15	No
151	218	218	4939	9975-SKRNR	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	18.9	18.9	No
152	5450	5450	4070	0531-ZZJWQ	Male	1	Yes	No	55	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.0	4052.4	No
153	4328	4328	824	4335-BSMJS	Female	0	No	No	62	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	25.8	1563.95	No
154	4622	4622	3462	3834-XUIFC	Male	0	No	No	7	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Mailed check	85.2	602.55	Yes
155	5623	5623	7021	1699-HPSBG	Male	0	No	No	12	Yes	No	DSL	No	No	No	Yes	Yes	No	One year	Yes	Electronic check	59.8	727.8	Yes
156	5271	5271	5541	6804-GDMOI	Female	0	No	No	61	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	106.6	6428.4	Yes
157	3242	3242	6322	8752-STIVR	Female	0	No	No	4	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	79.0	303.15	Yes
158	1625	1625	1189	3916-NRPAP	Male	0	No	No	3	Yes	No	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	No	Credit card (automatic)	85.7	256.75	No
159	763	763	6783	9867-XOBQA	Female	0	No	Yes	21	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	No	Mailed check	53.15	1183.2	No
160	2293	2293	818	0115-TFERT	Male	0	Yes	No	21	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	111.2	2317.1	Yes
161	4701	4701	6426	3926-YZVVX	Female	0	No	No	41	Yes	No	DSL	No	No	No	Yes	No	No	One year	No	Bank transfer (automatic)	50.05	2029.05	No
162	3932	3932	4023	1686-STUHN	Male	0	No	No	42	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	19.8	849.9	No
163	2797	2797	1366	7249-WBIYX	Male	0	Yes	No	10	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	85.6	813.85	Yes
164	3429	3429	5242	5366-IJEQJ	Male	0	No	No	20	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	88.7	1761.45	Yes
165	4118	4118	4473	2665-NPTGL	Female	1	Yes	No	26	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	98.1	2510.7	No
166	3635	3635	6581	2453-SAFNS	Female	1	No	No	54	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	One year	No	Mailed check	72.1	3886.05	No
167	4733	4733	603	2001-MCUUW	Male	0	No	No	46	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Electronic check	108.65	4903.2	No
168	1013	1013	3006	9685-WKZGT	Male	1	No	No	14	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.95	1036.75	Yes
169	3831	3831	5355	4724-WXVWF	Male	0	No	No	48	Yes	Yes	Fiber optic	Yes	No	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	95.4	4445.3	No
170	3302	3302	2974	1481-ZUWZA	Male	0	No	No	28	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	94.5	2659.4	Yes
171	2655	2655	1415	5223-UZAVK	Male	0	No	No	64	Yes	No	Fiber optic	Yes	Yes	No	No	Yes	Yes	One year	Yes	Credit card (automatic)	100.3	6603.8	No
172	3619	3619	340	6035-BXTTY	Female	1	No	No	32	Yes	No	DSL	No	Yes	No	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	54.65	1830.1	No
173	428	428	4603	3594-KADLU	Male	0	Yes	No	3	No	No phone service	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Mailed check	35.1	101.1	No
174	891	891	3071	9224-VTYID	Male	0	Yes	Yes	47	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Mailed check	90.5	4318.35	No
175	4224	4224	1985	8901-HJXTF	Female	0	Yes	Yes	12	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	No	Mailed check	29.2	309.1	Yes
176	4381	4381	3810	2903-YYTBW	Male	0	Yes	Yes	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	44.55	44.55	No
177	727	727	4392	3373-YZZYM	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.2	19.2	No
178	4123	4123	3633	3878-AVSOQ	Female	1	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	71.25	71.25	No
179	3784	3784	42	9867-JCZSP	Female	0	Yes	Yes	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.75	418.25	No
180	2165	2165	3355	8871-JLMHM	Female	0	Yes	No	68	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	No	Two year	No	Credit card (automatic)	90.2	6297.65	No
181	2179	2179	1401	5419-CONWX	Female	1	No	No	4	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	99.8	442.85	Yes
182	1675	1675	668	3859-CVCET	Female	0	No	No	4	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	45.65	191.05	Yes
183	2611	2611	785	0691-IFBQW	Female	1	No	No	46	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	110.0	4874.8	Yes
184	2859	2859	5050	7762-URZQH	Male	0	Yes	No	66	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Two year	Yes	Credit card (automatic)	106.05	6981.35	Yes
185	5409	5409	1348	1184-PJVDB	Male	0	Yes	No	10	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	79.95	857.2	Yes
186	242	242	6186	4789-KWMXN	Male	0	Yes	No	47	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	110.85	5275.8	Yes
187	3007	3007	5460	6551-VLJMV	Male	0	Yes	No	34	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.05	679	No
188	4822	4822	3762	0430-IHCDJ	Male	0	No	No	15	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	49.0	749.25	No
189	3251	3251	2659	3166-PNEOF	Female	0	No	No	61	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	86.45	5175.3	No
190	4195	4195	885	4661-NJEUX	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	20.05	20.05	No
191	651	651	3543	0853-TWRVK	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	Yes	Two year	No	Bank transfer (automatic)	105.6	7581.5	No
192	4483	4483	1524	1656-DRSMG	Female	0	No	No	63	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	109.85	7002.95	No
193	3080	3080	930	5146-CBVOE	Female	0	No	No	16	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	75.1	1212.85	No
194	799	799	293	4847-TAJYI	Female	1	No	No	6	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	89.35	567.8	No
195	5348	5348	2786	6584-VQMYT	Male	0	No	Yes	27	Yes	No	DSL	Yes	Yes	No	No	No	No	One year	No	Mailed check	56.2	1567.55	No
196	3771	3771	5787	6711-VTNRE	Female	0	No	No	36	Yes	No	Fiber optic	No	No	Yes	Yes	No	Yes	Month-to-month	Yes	Electronic check	87.55	3078.1	Yes
197	1043	1043	5729	4072-IPYLT	Female	0	Yes	Yes	36	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	51.05	1815	No
198	3343	3343	2256	4957-TIALW	Female	0	No	Yes	15	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	One year	No	Credit card (automatic)	65.6	1010	No
199	562	562	4051	8152-VETUR	Female	0	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Two year	Yes	Credit card (automatic)	97.7	6869.7	No
200	95	95	1544	3794-NFNCH	Male	0	Yes	No	30	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	50.0	1474.9	No
201	2979	2979	4966	3097-IDVPU	Male	0	Yes	Yes	19	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	50.1	910.45	No
202	1050	1050	1666	8388-DMKAE	Female	0	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.25	174.65	No
203	3559	3559	2710	3594-BDSOA	Female	0	Yes	No	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	20.4	482.8	No
204	3617	3617	2496	2333-KWEWW	Male	0	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.05	388.6	No
205	4198	4198	5584	6330-JKLPC	Male	0	Yes	No	11	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	80.5	896.9	Yes
206	2983	2983	3708	6698-OXETB	Male	0	No	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.4	231.45	No
207	2329	2329	5368	6168-WFVVF	Female	1	No	No	3	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.3	235.5	Yes
208	3367	3367	2460	2230-XTUWL	Female	0	Yes	Yes	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.55	883.35	No
209	461	461	303	8181-YHCMF	Female	0	Yes	Yes	68	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	60.3	4109	No
210	314	314	1940	4890-VMUAV	Male	0	No	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	One year	No	Electronic check	71.5	4576.3	No
211	5106	5106	1574	5312-TSZVC	Female	0	No	Yes	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.65	270.6	No
212	1234	1234	4253	9054-FOWNV	Male	0	Yes	Yes	22	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	88.75	1885.15	No
213	5244	5244	4748	3125-RAHBV	Male	0	No	No	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	20.3	467.15	No
214	5269	5269	3719	6823-SIDFQ	Male	0	No	No	28	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	18.25	534.7	No
215	2162	2162	5303	9839-ETQOE	Male	0	No	Yes	43	No	No phone service	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	40.45	1912.85	No
216	2940	2940	3372	2883-ILGWO	Male	1	No	No	57	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	104.9	5913.95	No
217	1974	1974	3625	1591-XWLGB	Female	0	Yes	No	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.85	1379.6	No
218	552	552	4353	6996-KNSML	Female	0	No	No	1	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	74.9	74.9	Yes
219	1177	1177	1052	7013-PSXHK	Female	0	No	No	40	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	One year	Yes	Mailed check	80.75	3208.65	No
220	2951	2951	6770	3855-ONCAR	Female	0	Yes	Yes	4	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Mailed check	78.9	299.75	No
221	3363	3363	3727	9057-SIHCH	Female	0	No	No	3	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	96.6	291.9	Yes
222	3941	3941	6362	6856-RAURS	Female	0	No	No	2	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	74.9	136.05	No
223	5828	5828	870	1937-OTUKY	Female	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	No	Two year	Yes	Bank transfer (automatic)	98.2	7015.9	No
224	4004	4004	2971	9348-ROUAI	Female	0	Yes	Yes	59	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	90.3	5194.05	No
225	5804	5804	5915	9500-WBGRP	Male	0	No	No	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	19.1	1268.85	No
226	4673	4673	966	4541-RMRLG	Male	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	19.25	112.3	Yes
227	117	117	6618	8404-FYDIB	Male	0	No	No	26	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	86.65	2208.75	No
228	4854	4854	4429	3486-HOOGQ	Female	0	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	No	Bank transfer (automatic)	79.7	5743.3	No
229	2961	2961	660	5650-VDUDS	Female	0	No	No	4	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	24.25	96.05	Yes
230	1632	1632	3717	0655-YDGFJ	Male	0	No	No	29	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	No	Bank transfer (automatic)	48.95	1323.7	No
231	5521	5521	2701	1697-LYYYX	Female	0	Yes	Yes	61	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.1	1143.8	No
232	1067	1067	6252	9074-KGVOX	Male	0	Yes	Yes	50	No	No phone service	DSL	Yes	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	39.45	2021.35	No
233	3093	3093	5946	6261-RCVNS	Female	0	No	No	42	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	One year	No	Credit card (automatic)	73.9	3160.55	Yes
234	4174	4174	2506	8735-SDUFN	Female	1	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.3	1778.7	No
235	5772	5772	4744	6139-ZZRBQ	Male	1	No	No	64	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	20.05	1198.05	No
236	556	556	6124	7153-CHRBV	Female	0	Yes	Yes	57	Yes	No	DSL	Yes	No	Yes	Yes	No	No	One year	Yes	Mailed check	59.3	3274.35	No
237	2175	2175	3227	7669-LCRSD	Male	0	Yes	Yes	12	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Mailed check	56.3	628.65	No
238	2078	2078	6715	1173-XZPYF	Female	0	No	No	11	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	89.2	990.3	No
239	1002	1002	3477	7801-KICAO	Female	0	No	No	18	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.15	1345.75	No
240	1176	1176	295	8203-XJZRC	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.25	20.25	No
241	5262	5262	510	4332-MUOEZ	Male	1	Yes	Yes	20	Yes	No	Fiber optic	Yes	No	Yes	Yes	No	Yes	One year	No	Credit card (automatic)	94.3	1818.3	No
242	2215	2215	2373	5498-IBWPI	Female	0	Yes	Yes	66	Yes	No	DSL	No	No	No	Yes	No	No	One year	Yes	Credit card (automatic)	49.4	3251.85	No
243	2648	2648	1054	5981-ITEMU	Male	0	Yes	No	40	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	97.1	3706.95	Yes
244	2738	2738	1104	8717-VCTXJ	Male	0	No	No	42	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	19.55	839.4	No
245	543	543	1832	3132-TVFDZ	Male	1	Yes	No	57	No	No phone service	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	44.85	2572.95	Yes
246	3985	3985	1273	9681-KYGYB	Male	1	Yes	No	49	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	88.2	4159.45	No
247	4279	4279	5295	2144-BFDSO	Female	1	Yes	No	50	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	108.75	5431.9	No
248	1571	1571	3235	4825-XJGDM	Female	0	No	No	61	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	One year	No	Credit card (automatic)	43.7	2696.55	No
249	2200	2200	5933	6496-SLWHQ	Male	1	No	No	3	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.0	294.45	Yes
250	1346	1346	5822	9112-WSNPU	Female	1	No	No	35	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	70.55	2419	No
251	2513	2513	6599	0023-XUOPT	Female	0	Yes	No	13	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	No	Electronic check	94.1	1215.6	Yes
252	5911	5911	1955	0701-RFGFI	Female	0	Yes	Yes	49	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	95.4	4613.95	No
253	953	953	5901	6172-FECYY	Male	0	Yes	Yes	49	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	84.5	4254.85	Yes
254	4907	4907	2551	2882-DDZPG	Female	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	19.45	227.45	No
255	3964	3964	2147	2023-VQFDL	Male	0	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	19.0	348.8	No
256	3735	3735	3097	2410-CIYFZ	Male	0	No	Yes	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.4	42.9	No
257	5034	5034	671	3088-FVYWK	Male	0	Yes	Yes	53	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	25.55	1336.1	No
258	3976	3976	4850	0931-MHTEM	Female	0	No	No	54	Yes	No	Fiber optic	Yes	Yes	No	No	Yes	Yes	One year	Yes	Credit card (automatic)	100.05	5299.65	No
259	1191	1191	3947	4324-AHJKS	Female	0	No	No	5	Yes	No	DSL	Yes	No	Yes	No	No	No	Month-to-month	No	Credit card (automatic)	55.8	300.4	No
260	1819	1819	5386	6143-JQKEA	Male	0	No	No	10	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	45.8	436.2	No
261	2772	2772	5789	2805-AUFQN	Female	0	No	No	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.8	475.2	No
262	203	203	290	7534-BFESC	Male	1	No	No	24	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	76.1	1712.7	Yes
263	578	578	5857	0378-NHQXU	Female	0	Yes	Yes	17	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	No	Electronic check	88.25	1460.65	Yes
264	1245	1245	4418	0378-XSZPU	Male	0	Yes	No	58	Yes	No	DSL	Yes	Yes	Yes	No	No	No	One year	No	Credit card (automatic)	60.3	3563.8	Yes
265	4245	4245	4286	4123-DVHPH	Male	0	Yes	No	9	Yes	Yes	Fiber optic	Yes	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	88.05	801.3	No
266	5830	5830	502	3957-HHLMR	Female	0	Yes	Yes	70	Yes	Yes	DSL	Yes	No	No	No	No	Yes	One year	No	Bank transfer (automatic)	65.2	4543.15	No
267	4379	4379	5563	4397-FRLTA	Female	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.15	84.5	No
268	1085	1085	3535	3612-YUNGG	Male	0	Yes	Yes	64	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	109.2	6741.15	No
269	1005	1005	721	8434-VGEQQ	Male	0	Yes	Yes	61	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.55	1305.95	No
270	3390	3390	6346	9661-MHUMO	Male	1	Yes	Yes	1	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	49.25	49.25	Yes
271	5879	5879	6360	8073-IJDCM	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	20.3	20.3	Yes
272	3633	3633	5562	8023-QHAIO	Female	1	Yes	No	56	Yes	Yes	Fiber optic	No	No	No	Yes	No	No	Month-to-month	Yes	Bank transfer (automatic)	76.85	4275.75	No
273	435	435	4224	7602-DBTOU	Female	0	Yes	No	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.6	1416.5	No
274	269	269	1101	4712-UYOOI	Female	0	Yes	Yes	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	20.0	417.65	No
275	2690	2690	5403	0292-WEGCH	Female	0	Yes	Yes	54	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	86.2	4524.05	No
276	817	817	5243	7661-CPURM	Male	0	No	No	19	Yes	No	Fiber optic	No	No	No	Yes	No	Yes	One year	Yes	Credit card (automatic)	87.7	1725.95	No
277	3286	3286	1836	6365-MTGZX	Male	0	No	No	24	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	96.0	2122.45	Yes
278	1754	1754	5686	4369-HTUIF	Male	1	No	No	6	Yes	No	Fiber optic	Yes	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	85.15	503.6	Yes
279	4794	4794	1254	9220-ZNKJI	Female	1	Yes	No	55	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	No	Two year	No	Credit card (automatic)	88.8	4805.3	No
280	1329	1329	2618	1069-QJOEE	Male	0	Yes	Yes	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Electronic check	19.9	505.45	No
281	3874	3874	6039	5649-TJHOV	Male	1	Yes	No	27	No	No phone service	DSL	No	No	No	No	No	Yes	Month-to-month	No	Bank transfer (automatic)	36.5	1032	Yes
282	636	636	6510	0572-ZJKLT	Female	0	Yes	Yes	46	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	No	Yes	Two year	No	Mailed check	99.65	4630.2	No
283	420	420	6984	6447-GORXK	Male	0	No	Yes	31	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	25.0	789.2	No
284	3915	3915	3192	1231-YNDEK	Male	0	No	No	58	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	19.15	1035.5	No
285	245	245	6853	9079-YEXQJ	Female	0	No	No	54	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	No	Electronic check	111.1	6014.85	Yes
286	2152	2152	2602	1135-HIORI	Female	0	Yes	Yes	64	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	111.45	7266.95	No
287	4111	4111	1875	9637-CDTKZ	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	114.1	8086.4	No
288	3710	3710	5370	0112-QAWRZ	Male	0	Yes	Yes	16	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	90.8	1442.2	No
289	1644	1644	2716	7883-ROJOC	Female	0	Yes	No	19	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	44.9	839.65	No
290	5869	5869	5463	6142-VSJQO	Female	0	Yes	Yes	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	44.35	44.35	Yes
291	2036	2036	4874	1193-RTSLK	Female	0	No	No	38	Yes	No	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	83.9	3233.6	Yes
292	1718	1718	6837	6229-LSCKB	Male	1	No	No	6	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	79.7	497.6	No
293	4872	4872	3713	6961-VCPMC	Male	1	Yes	No	46	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	80.4	3605.2	Yes
294	2426	2426	2235	9917-KWRBE	Female	0	Yes	Yes	41	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	No	One year	Yes	Credit card (automatic)	78.35	3211.2	No
295	253	253	4127	8626-XHBIE	Male	0	No	Yes	56	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	24.8	1424.2	No
296	1114	1114	4727	3154-HMWUU	Male	0	Yes	No	60	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	20.5	1198.8	No
297	5652	5652	4723	4274-OWWYO	Male	0	No	No	1	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	74.35	74.35	Yes
298	2100	2100	1006	9524-EGPJC	Female	0	No	No	18	Yes	Yes	Fiber optic	No	No	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	90.1	1612.75	Yes
299	2388	2388	5270	6682-QJDGB	Male	0	No	Yes	40	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	55.25	2139.2	Yes
300	5936	5936	3556	0895-LNKRC	Male	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.45	113.5	No
301	1012	1012	3770	5821-MMEIL	Female	0	Yes	No	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.9	1115.6	No
302	4209	4209	3902	5999-LCXAO	Female	0	No	No	1	No	No phone service	DSL	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	29.9	29.9	No
303	4465	4465	2322	1306-RPWXZ	Female	0	No	Yes	49	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.45	1024.65	No
304	4446	4446	6832	9173-IVZVP	Female	0	Yes	Yes	53	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.9	1146.05	No
305	1544	1544	3771	5960-WPXQM	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	79.05	79.05	Yes
306	1597	1597	3309	6061-PQHMK	Female	0	No	No	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.9	527.5	No
307	156	156	5420	7929-SKFGK	Male	0	Yes	No	70	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	114.3	8244.3	No
308	624	624	6790	8441-SHIPE	Female	0	No	No	67	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	25.6	1790.35	No
309	5984	5984	5390	7450-NWRTR	Male	1	No	No	12	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.45	1200.15	Yes
310	500	500	3133	3181-VTHOE	Male	0	Yes	No	70	No	No phone service	DSL	No	Yes	Yes	Yes	No	Yes	One year	Yes	Bank transfer (automatic)	51.05	3635.15	No
311	726	726	4169	3663-MITLP	Female	0	No	No	15	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	101.25	1457.25	Yes
312	3773	3773	3188	0587-DMGBH	Female	0	No	No	8	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	49.85	365.55	Yes
313	3551	3551	4244	9975-GPKZU	Male	0	Yes	Yes	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.75	856.5	No
314	1936	1936	650	9576-ANLXO	Female	0	No	No	3	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	69.55	222.3	Yes
315	4763	4763	1834	8080-DDEMJ	Male	1	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	45.1	45.1	Yes
316	4035	4035	409	7989-CHGTL	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.6	19.6	Yes
317	18	18	6508	8708-XPXHZ	Female	0	Yes	Yes	42	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.2	4186.3	Yes
318	2700	2700	4607	2853-CWQFQ	Male	0	No	Yes	1	Yes	No	DSL	No	No	No	Yes	No	Yes	Month-to-month	Yes	Mailed check	59.55	59.55	No
319	4271	4271	4036	4054-CUMIA	Female	0	Yes	Yes	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	20.25	401.95	No
320	5408	5408	4611	0626-QXNGV	Female	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	24.15	1776.45	No
321	4054	4054	3144	7968-QUXNS	Male	0	No	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	18.95	110.15	No
322	5198	5198	3584	9552-TGUZV	Male	0	Yes	No	8	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Mailed check	75.0	658.1	No
323	3714	3714	630	5099-BAILX	Male	1	Yes	Yes	43	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	110.75	4687.9	Yes
324	2017	2017	2895	7446-SFAOA	Female	0	Yes	No	37	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Bank transfer (automatic)	19.85	717.5	No
325	1237	1237	5471	3002-WQZWT	Female	0	No	No	29	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.2	1993.25	No
326	507	507	2669	4659-NZRUF	Female	0	No	No	19	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	95.15	1789.25	Yes
327	5755	5755	4659	6616-AALSR	Female	0	Yes	Yes	65	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Two year	Yes	Credit card (automatic)	104.3	6725.3	No
328	88	88	421	5605-IYGFG	Female	0	No	No	7	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	69.85	515.45	No
329	2717	2717	1461	6234-PFPXL	Male	0	Yes	No	22	Yes	Yes	Fiber optic	Yes	No	No	Yes	Yes	No	Month-to-month	No	Credit card (automatic)	95.9	2234.95	No
330	4331	4331	1389	8621-MNIHH	Female	1	Yes	No	34	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	94.25	3217.55	Yes
331	470	470	4686	8024-XNAFQ	Female	1	No	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	Yes	Two year	Yes	Bank transfer (automatic)	107.4	7748.75	No
332	3651	3651	5097	8547-NSBBO	Male	0	No	No	35	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	No	Month-to-month	Yes	Mailed check	96.75	3403.4	No
333	2819	2819	3691	2150-WLKUW	Female	0	Yes	No	40	Yes	Yes	DSL	No	Yes	No	No	Yes	No	One year	No	Bank transfer (automatic)	63.9	2635	No
334	3345	3345	6962	0886-QGENL	Female	1	Yes	No	27	Yes	No	Fiber optic	Yes	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	101.25	2754.45	Yes
335	5060	5060	3579	6080-TCMYC	Male	0	Yes	Yes	40	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	81.2	3292.3	No
336	2578	2578	4861	6941-KXRRV	Female	1	Yes	No	48	Yes	No	DSL	No	Yes	No	No	No	Yes	One year	Yes	Bank transfer (automatic)	58.95	2789.7	No
337	9	9	5137	8016-NCFVO	Male	1	No	No	55	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	116.5	6382.55	No
338	4068	4068	2241	2908-WGAXL	Female	0	Yes	Yes	56	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	24.95	1468.9	No
339	4351	4351	704	1456-TWCGB	Male	0	No	No	4	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Mailed check	49.25	208.45	No
340	2686	2686	1943	7442-YGZFK	Male	0	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	49.8	49.8	No
341	1082	1082	6138	4833-QTJNO	Male	1	Yes	No	67	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	83.85	5588.8	No
342	34	34	4879	4501-UYKBC	Female	1	No	No	46	Yes	Yes	DSL	No	No	Yes	Yes	No	Yes	One year	Yes	Credit card (automatic)	69.1	3255.35	No
343	5488	5488	4869	1384-RCUXW	Male	0	No	No	16	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	80.55	1248.9	No
344	5340	5340	4132	6834-NXDCA	Female	0	No	No	13	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	23.9	300.8	Yes
345	5945	5945	189	8017-UVSZU	Female	0	Yes	No	40	Yes	Yes	DSL	No	Yes	No	No	No	No	Month-to-month	No	Credit card (automatic)	56.6	2379.1	No
346	285	285	6462	8413-VONUO	Male	0	No	No	2	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	No	Electronic check	95.65	167.3	Yes
347	5921	5921	1363	3084-DOWLE	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	92.0	6474.4	No
348	3269	3269	6807	2030-BTZRO	Male	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	20.4	107.6	No
349	2212	2212	6234	5995-LFTLE	Male	0	No	No	58	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	25.3	1474.35	No
350	481	481	257	6655-LHBYW	Male	0	No	No	50	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	No	Credit card (automatic)	114.35	5791.1	No
351	2608	2608	2416	8982-NHAVY	Male	0	No	No	27	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	100.5	2673.45	No
352	2865	2865	4316	8413-YNHNV	Male	0	No	No	69	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Mailed check	90.65	6322.1	No
353	3795	3795	2863	4146-SVFUD	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	44.6	44.6	No
354	942	942	1430	6510-UPNKS	Female	0	No	No	23	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	24.8	615.35	No
355	565	565	4352	0595-ITUDF	Male	0	Yes	Yes	64	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	91.8	5960.5	No
356	5906	5906	3461	8400-WZICQ	Female	0	Yes	Yes	55	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Electronic check	55.7	3131.8	No
357	3241	3241	4794	0366-NQSHS	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.35	46.35	No
358	104	104	347	8966-SNIZF	Female	0	Yes	No	70	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.45	1303.5	No
359	188	188	5859	2194-IIQOF	Female	0	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	89.3	6388.65	No
360	342	342	926	7074-IEVOJ	Female	1	No	No	3	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	79.4	205.05	Yes
361	1464	1464	757	0030-FNXPP	Female	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.85	57.2	No
362	2132	2132	5219	3976-NLDEZ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.6	20.6	No
363	2817	2817	3403	9618-LFJRU	Female	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	20.45	82.85	No
364	4015	4015	2356	3450-WXOAT	Male	0	No	No	46	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	45.2	2065.15	No
365	599	599	1580	7108-DGVUU	Female	1	Yes	No	21	Yes	Yes	DSL	No	Yes	Yes	No	No	Yes	One year	No	Bank transfer (automatic)	71.7	1497.05	No
366	2188	2188	3800	7973-DZRKH	Female	0	No	Yes	66	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	No	No	Two year	Yes	Credit card (automatic)	90.95	5930.05	No
367	1564	1564	5019	3320-VEOYC	Male	1	No	No	14	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.6	1273.3	No
368	2823	2823	5573	5550-VFRLC	Female	1	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.85	69.85	Yes
369	649	649	555	5791-KAJFD	Female	0	Yes	Yes	56	Yes	Yes	DSL	Yes	No	Yes	No	No	Yes	One year	Yes	Bank transfer (automatic)	68.75	3808	No
370	2260	2260	6195	8111-RKSPX	Male	0	No	No	4	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	72.2	305.55	Yes
371	3407	3407	6803	5681-LLOEI	Male	0	Yes	Yes	43	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	No	No	One year	Yes	Credit card (automatic)	91.25	4013.8	No
372	667	667	3165	1834-WULEG	Male	0	Yes	Yes	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.25	439.75	No
373	1285	1285	4695	9509-MPYOD	Female	0	No	No	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.75	700.45	No
374	4135	4135	791	3442-ZHHCC	Male	0	No	No	68	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	One year	Yes	Credit card (automatic)	76.9	5023	No
375	5765	5765	3445	7047-FWEYA	Female	0	Yes	No	46	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Electronic check	103.15	4594.65	No
376	689	689	589	0795-LAFGP	Male	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Electronic check	90.4	6668.05	No
377	2265	2265	1736	7551-JOHTI	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.5	19.5	Yes
378	1119	1119	636	7954-MLBUN	Male	0	No	No	31	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	99.45	3109.9	No
379	3234	3234	4331	5743-KHMNA	Male	0	No	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	25.55	1898.1	No
380	4935	4935	1605	7941-RCJOW	Male	0	No	No	65	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	19.55	1218.65	No
381	538	538	3001	4568-TTZRT	Male	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.4	181.8	No
382	1606	1606	2259	9030-QGZNL	Female	0	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.85	161.65	No
383	4237	4237	4521	8671-KKKOS	Female	0	Yes	No	46	No	No phone service	DSL	Yes	Yes	No	No	Yes	No	Month-to-month	No	Electronic check	45.55	2062.15	No
384	4494	4494	2711	0431-APWVY	Female	0	Yes	Yes	28	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	90.1	2598.95	Yes
385	383	383	6625	3398-FSHON	Female	1	No	No	12	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	91.3	1094.5	Yes
386	3388	3388	2581	0380-ZCSBI	Male	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	20.0	198.7	No
387	5909	5909	3943	8720-RQSBJ	Male	1	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	44.0	44	No
388	3924	3924	2639	2433-KMEAS	Male	0	No	No	22	Yes	Yes	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	54.45	1127.35	Yes
389	1358	1358	1530	3703-VAVCL	Male	0	Yes	Yes	2	Yes	No	Fiber optic	No	No	Yes	Yes	No	Yes	Month-to-month	No	Credit card (automatic)	90.0	190.05	Yes
390	2027	2027	1413	1830-GGFNM	Male	0	Yes	Yes	65	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	No	Two year	No	Credit card (automatic)	94.55	6078.75	No
391	1500	1500	5690	0336-KXKFK	Male	0	No	No	72	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	61.2	4390.25	No
392	1248	1248	1951	8735-IJJEG	Male	0	Yes	No	14	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	No	Credit card (automatic)	50.2	668.85	No
393	5093	5093	4858	3950-VPYJB	Male	0	Yes	Yes	57	Yes	No	DSL	Yes	Yes	No	Yes	No	No	One year	No	Mailed check	59.6	3509.4	No
394	1542	1542	3487	9257-AZMTZ	Female	0	Yes	Yes	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	20.1	1078.75	No
395	2740	2740	5538	4614-NUVZD	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	81.1	81.1	Yes
396	2905	2905	193	9680-NIAUV	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Two year	No	Credit card (automatic)	109.7	8129.3	No
397	4976	4976	3086	3853-LYGAM	Male	0	No	No	17	Yes	Yes	Fiber optic	No	No	Yes	Yes	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	95.65	1640	No
398	1837	1837	2209	4365-MSDYN	Male	0	Yes	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Bank transfer (automatic)	19.55	161.15	No
399	5899	5899	6873	6369-MCAKO	Female	0	Yes	Yes	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	89.05	6185.8	No
400	4975	4975	6645	8006-PYCSW	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.1	39.8	No
401	296	296	1732	9705-IOVQQ	Male	1	Yes	Yes	61	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	One year	No	Electronic check	99.0	5969.3	No
402	2178	2178	2905	4692-NNQRU	Female	0	Yes	No	21	Yes	No	Fiber optic	No	No	Yes	Yes	No	No	One year	No	Electronic check	79.2	1742.45	No
403	1123	1123	861	9777-IQHWP	Male	0	Yes	Yes	64	Yes	Yes	Fiber optic	Yes	No	Yes	No	No	Yes	Two year	No	Bank transfer (automatic)	93.4	5822.3	No
404	3362	3362	1284	8711-LOBKY	Male	0	Yes	Yes	59	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.85	1188.25	No
405	1772	1772	758	2189-WWOEW	Female	0	No	Yes	15	Yes	No	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	85.9	1269.55	Yes
406	4205	4205	1245	6507-ZJSUR	Male	1	Yes	No	23	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	90.45	2117.25	No
407	1293	1293	203	7018-WBJNK	Male	0	No	Yes	13	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	78.3	1033.95	No
408	4929	4929	6436	7560-QJAVJ	Female	0	No	No	70	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	79.6	5589.45	No
409	5022	5022	3117	9844-FELAJ	Female	1	Yes	Yes	70	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	107.9	7475.85	No
410	639	639	3612	0491-KAPQG	Male	0	No	No	21	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	73.7	1558.7	No
411	3229	3229	581	3627-FHKBK	Female	0	No	No	1	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	75.3	75.3	Yes
412	2992	2992	4955	5884-GCYMI	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Mailed check	69.4	69.4	Yes
413	893	893	1128	0098-BOWSO	Male	0	No	No	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Electronic check	19.4	529.8	No
414	5942	5942	4658	8455-HIRAQ	Female	0	No	No	8	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	44.45	369.3	No
415	4441	4441	3642	2107-FBPTK	Female	1	No	No	30	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	104.1	3121.1	No
416	1531	1531	2135	4010-YLMVT	Female	0	No	No	56	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	106.6	5893.95	No
417	1766	1766	6327	3736-BLEPA	Male	0	No	No	28	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	No	One year	Yes	Bank transfer (automatic)	91.25	2483.65	No
418	5083	5083	4530	1945-XISKS	Female	0	Yes	No	67	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.65	1335.2	No
419	1141	1141	2862	5027-QPKTE	Male	0	Yes	No	7	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.35	451.1	Yes
420	233	233	3076	4250-FDVOU	Female	0	No	No	6	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Electronic check	56.25	389.1	Yes
421	3538	3538	4597	3440-JPSCL	Female	0	No	No	6	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Mailed check	99.95	547.65	Yes
422	271	271	2794	5353-WILCI	Female	0	No	No	28	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Electronic check	56.05	1522.65	No
423	1921	1921	6188	7542-CYDDM	Male	0	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.05	358.5	No
424	1456	1456	4397	7663-YJHSN	Female	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	Two year	Yes	Bank transfer (automatic)	103.95	7556.9	No
425	4675	4675	6361	5309-TAIKL	Female	0	No	No	7	Yes	No	DSL	No	No	Yes	Yes	No	Yes	Month-to-month	No	Bank transfer (automatic)	62.8	418.3	No
426	3620	3620	4901	3765-JXVKY	Female	0	No	No	1	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	74.7	74.7	Yes
427	5852	5852	3099	5505-OVWQW	Female	0	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.15	353.65	No
428	2838	2838	4535	9647-ERGBE	Female	0	Yes	Yes	30	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.05	3046.15	Yes
429	1275	1275	229	0945-TSONX	Female	0	Yes	Yes	47	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	85.3	4107.25	No
430	2071	2071	6220	6434-TTGJP	Male	0	Yes	Yes	10	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	No	Credit card (automatic)	53.7	521	No
431	5006	5006	5145	3727-OVPRY	Male	0	Yes	Yes	66	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Credit card (automatic)	25.7	1714.55	No
432	1887	1887	6068	3945-GFWQL	Female	0	No	Yes	12	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	44.55	480.6	Yes
433	2853	2853	6122	7609-NRNCA	Female	0	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.55	280.85	No
434	5554	5554	5442	2481-SBOYW	Female	0	No	Yes	61	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	25.0	1498.35	No
435	4095	4095	5388	5515-IDEJJ	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.9	19.9	Yes
436	3838	3838	3232	2703-AMTUL	Male	0	Yes	Yes	36	Yes	No	DSL	Yes	Yes	No	No	No	No	One year	No	Mailed check	53.65	1939.35	No
437	1806	1806	4975	4822-LPTYJ	Male	0	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	103.75	7346.2	No
438	4141	4141	3598	6185-TASNN	Male	1	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	46.3	46.3	No
439	3608	3608	4437	3716-LRGXK	Male	0	Yes	No	60	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Two year	No	Credit card (automatic)	101.15	6067.4	No
440	4942	4942	3812	8573-JGCZW	Male	0	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Bank transfer (automatic)	19.65	351.55	No
441	5355	5355	2808	6645-MXQJT	Male	0	Yes	Yes	2	Yes	No	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	No	Electronic check	97.1	184.15	No
442	2164	2164	1444	5514-YQENT	Male	0	No	Yes	41	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	111.15	4507.15	No
443	1419	1419	70	2273-QCKXA	Male	0	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	No	Mailed check	49.05	49.05	No
444	1250	1250	113	4846-WHAFZ	Female	1	Yes	No	37	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	76.5	2868.15	Yes
445	261	261	4296	4489-SNOJF	Female	0	Yes	Yes	35	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	Month-to-month	No	Electronic check	72.25	2568.55	Yes
446	2549	2549	2834	4518-FZBSX	Male	0	Yes	Yes	42	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.25	854.9	No
447	4499	4499	2854	4644-PIZRT	Male	0	Yes	Yes	17	Yes	Yes	DSL	Yes	No	Yes	No	Yes	No	One year	Yes	Bank transfer (automatic)	70.35	1201.65	No
448	5392	5392	4000	0420-HLGXF	Female	1	No	No	39	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.75	4036	No
449	3587	3587	5193	7096-ZNBZI	Female	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	26.45	1914.5	No
450	3731	3731	1660	1171-TYKUR	Male	0	Yes	No	47	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	25.4	1139.2	No
451	440	440	6626	3319-DWOEP	Male	1	Yes	No	6	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.75	573.75	Yes
452	2534	2534	266	6292-TOSSS	Male	0	No	No	50	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.9	1195.25	No
453	4857	4857	4027	5590-YRFJT	Female	0	Yes	No	20	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	24.45	482.8	Yes
454	1946	1946	1924	1845-CSBRZ	Female	1	Yes	Yes	22	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Bank transfer (automatic)	85.35	1961.6	No
455	619	619	462	0880-TKATG	Male	0	Yes	Yes	4	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	No	Electronic check	101.15	385.9	Yes
456	1288	1288	5312	9564-KCLHR	Male	0	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	No	Mailed check	51.25	51.25	Yes
457	1861	1861	2798	7209-JCUDS	Male	0	No	No	10	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.9	1048.85	Yes
458	1247	1247	2254	7322-OCWHC	Male	1	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	No	Two year	Yes	Bank transfer (automatic)	93.05	6735.05	No
459	157	157	1049	8329-IBCTI	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.65	19.65	Yes
460	4228	4228	588	0742-LAFQK	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	Yes	Two year	Yes	Electronic check	99.15	7422.1	No
461	2300	2300	136	7850-VWJUU	Female	0	No	No	23	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	75.0	1778.5	No
462	2843	2843	4877	4973-RLZVI	Female	0	No	No	30	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	One year	No	Credit card (automatic)	74.65	2308.6	No
463	1075	1075	47	7760-OYPDY	Female	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	80.65	144.15	Yes
464	5534	5534	5986	5271-DBYSJ	Male	1	No	No	11	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	79.15	827.7	No
465	5297	5297	5161	0696-UKTOX	Male	0	No	Yes	23	Yes	No	DSL	No	Yes	No	Yes	No	No	Month-to-month	No	Electronic check	54.15	1312.45	No
466	252	252	1173	0107-WESLM	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Electronic check	19.85	19.85	Yes
467	5714	5714	608	8207-DMRVL	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	114.55	8306.05	No
468	2929	2929	658	4464-JCOLN	Male	0	Yes	Yes	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.85	35.9	Yes
469	3375	3375	5721	6064-ZATLR	Female	0	No	No	27	Yes	No	DSL	Yes	Yes	No	No	No	No	Two year	No	Bank transfer (automatic)	52.85	1498.65	No
470	1165	1165	4655	5985-TBABQ	Female	0	No	No	32	Yes	Yes	DSL	Yes	No	No	No	Yes	Yes	One year	No	Mailed check	74.75	2282.95	No
471	1520	1520	2068	9079-LWTFD	Male	0	No	No	47	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	No	Month-to-month	No	Mailed check	100.75	4669.2	No
472	1949	1949	314	7563-BIUPC	Male	0	No	No	5	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	80.6	415.55	Yes
473	4479	4479	1240	2120-SMPEX	Male	0	No	No	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	20.15	536.35	No
474	4814	4814	3054	6465-GSRCL	Female	0	No	Yes	67	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	106.6	7244.7	No
475	729	729	3337	0840-DFEZH	Female	0	No	No	7	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.35	564.65	No
476	1213	1213	1745	2418-TPEUN	Female	0	Yes	Yes	56	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	19.8	1119.9	No
477	5411	5411	2816	0536-ACXIP	Female	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Electronic check	109.55	8165.1	No
478	173	173	2284	8963-JLGJT	Male	0	No	Yes	3	Yes	No	DSL	Yes	No	Yes	No	No	No	Month-to-month	No	Mailed check	55.9	157.55	No
479	3894	3894	281	8229-MYEJZ	Female	0	No	No	10	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	51.2	498.25	No
480	371	371	5666	8318-LCNBW	Male	0	Yes	No	35	No	No phone service	DSL	Yes	No	Yes	No	Yes	Yes	One year	No	Credit card (automatic)	53.15	1930.9	No
481	5313	5313	2782	7037-MTYVW	Male	0	Yes	Yes	38	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	85.4	3297	No
482	2590	2590	6046	2959-FENLU	Female	0	No	No	9	Yes	No	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	85.3	781.4	No
483	1379	1379	2339	4094-NSEDU	Female	1	No	No	21	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.25	1973.75	Yes
484	3744	3744	3957	2019-HDCZY	Male	0	Yes	No	63	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Two year	No	Electronic check	102.6	6296.75	No
485	5468	5468	5949	8756-RDDLT	Female	0	No	No	68	No	No phone service	DSL	No	Yes	No	Yes	No	Yes	Month-to-month	No	Electronic check	44.95	3085.35	No
486	4436	4436	5687	9386-LDCZR	Male	0	No	No	43	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	No	No	One year	Yes	Credit card (automatic)	90.65	3882.3	No
487	1516	1516	4303	3284-SVCRO	Female	0	Yes	No	45	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.5	1121.05	No
488	1867	1867	4725	1541-ETJZO	Male	0	No	No	1	Yes	Yes	DSL	No	No	Yes	Yes	No	No	Month-to-month	No	Mailed check	62.05	62.05	Yes
489	1965	1965	2765	9506-UXUSK	Male	0	No	No	13	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.15	931.75	No
490	5455	5455	3672	9378-FXTIZ	Female	0	Yes	No	54	Yes	Yes	DSL	No	No	No	No	Yes	Yes	One year	Yes	Credit card (automatic)	70.15	3715.65	Yes
491	4462	4462	6721	6898-RBTLU	Female	0	Yes	Yes	49	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	79.3	3902.45	No
492	3464	3464	4546	5520-FVEWJ	Female	0	Yes	Yes	12	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	84.5	916.9	Yes
493	1869	1869	383	5167-ZFFMM	Male	0	No	No	1	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	90.85	90.85	Yes
494	628	628	3964	2632-IVXVF	Female	0	Yes	Yes	68	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	111.75	7511.3	No
495	4941	4941	3448	5949-EBSQK	Male	0	Yes	Yes	4	Yes	No	DSL	No	No	No	Yes	No	Yes	Month-to-month	No	Credit card (automatic)	61.45	229.55	Yes
496	410	410	2617	4588-YBNIB	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.6	19.6	Yes
497	346	346	15	3655-SNQYZ	Female	0	Yes	Yes	69	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	113.25	7895.15	No
498	5430	5430	3059	7503-EPSZW	Female	0	Yes	Yes	64	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	24.05	1559.15	No
499	1482	1482	6854	9700-ZCLOT	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.0	32.7	No
500	883	883	5785	0506-YLVKJ	Male	0	Yes	Yes	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	20.2	917.45	No
501	3895	3895	1043	4883-QICIH	Male	0	Yes	Yes	32	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	69.75	2347.9	Yes
502	1065	1065	1612	3092-IGHWF	Male	0	Yes	Yes	67	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	One year	No	Electronic check	87.4	5918.8	Yes
503	4475	4475	5744	1371-WEPDS	Male	1	Yes	No	40	Yes	No	DSL	No	No	No	No	No	Yes	One year	No	Electronic check	55.8	2283.3	No
504	3526	3526	5840	1534-OULXE	Female	0	Yes	Yes	61	Yes	No	DSL	Yes	No	No	No	No	No	One year	Yes	Bank transfer (automatic)	49.7	2961.4	No
505	718	718	4085	5640-CAXOA	Female	0	No	No	30	No	No phone service	DSL	No	No	No	Yes	No	Yes	One year	Yes	Credit card (automatic)	40.35	1187.05	No
506	906	906	6997	2523-EWWZL	Female	0	Yes	No	27	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	76.1	2093.4	No
507	1084	1084	3742	9822-WMWVG	Female	0	No	No	41	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Electronic check	106.5	4282.4	No
508	4513	4513	1386	8060-HIWJJ	Male	0	No	No	64	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	86.55	5632.55	No
509	4234	4234	3741	2984-TBYKU	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	Yes	Two year	Yes	Credit card (automatic)	104.9	7732.65	No
510	5197	5197	1396	9518-RWHZL	Female	0	No	No	64	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	100.05	6254.2	Yes
511	1559	1559	3544	8914-RBTSB	Male	0	Yes	No	31	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	No	Electronic check	93.8	3019.5	Yes
512	5564	5564	2975	3043-TYBNO	Male	0	No	No	3	Yes	No	DSL	No	No	No	Yes	No	Yes	Month-to-month	No	Mailed check	60.65	196.9	No
513	2533	2533	5246	1981-INRFU	Female	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	79.75	164.5	Yes
514	1840	1840	1822	4911-BANWH	Female	0	No	Yes	31	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	86.55	2697.4	Yes
515	5035	5035	4188	2357-COQEK	Female	1	No	No	28	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	103.3	2890.65	Yes
516	2539	2539	4991	1502-XFCVR	Female	0	No	No	58	Yes	No	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	106.45	6145.85	Yes
517	345	345	3404	6693-DJWTY	Female	0	No	Yes	35	Yes	No	DSL	Yes	Yes	No	No	No	No	One year	No	Credit card (automatic)	55.6	2016.45	No
518	771	771	1575	2003-CKLOR	Male	0	No	No	66	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	No	Electronic check	99.5	6710.5	Yes
519	5282	5282	5293	2242-MFOTG	Male	0	No	No	33	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	One year	No	Bank transfer (automatic)	80.1	2603.3	No
520	1995	1995	5521	3863-QSTYI	Male	0	No	No	59	Yes	No	DSL	No	No	Yes	Yes	Yes	No	Month-to-month	Yes	Electronic check	64.65	3735.45	No
521	5499	5499	3854	0237-YFUTL	Female	0	Yes	No	50	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	109.65	5405.8	No
522	2643	2643	2884	5248-RPYWW	Female	1	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	90.15	6716.45	No
523	220	220	371	0259-GBZSH	Male	0	No	No	2	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	85.65	181.5	Yes
524	2652	2652	5396	5627-TVBPP	Female	0	No	Yes	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Credit card (automatic)	20.1	644.5	No
525	3449	3449	4899	1565-RHDJD	Female	0	No	Yes	4	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	No	Bank transfer (automatic)	84.05	333.55	Yes
526	3083	3083	6458	9644-UMGQA	Male	0	Yes	Yes	6	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	49.15	295.65	No
527	3764	3764	3635	5296-PSYVW	Female	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Electronic check	24.55	1750.7	No
528	4577	4577	6899	3926-CUQZX	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	45.1	45.1	Yes
529	792	792	3921	7964-YESJC	Female	0	Yes	No	24	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	No	Mailed check	66.3	1559.45	No
530	2568	2568	1522	5766-XQXMQ	Female	0	No	No	29	Yes	No	DSL	Yes	Yes	Yes	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	68.85	1970.5	Yes
531	5263	5263	1680	5451-MHQOF	Male	0	Yes	Yes	56	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	24.45	1431.65	No
532	3979	3979	1797	0839-QNXME	Female	0	No	No	30	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.4	578.5	No
533	45	45	254	3675-YDUPJ	Male	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.85	193.05	No
534	5129	5129	4571	0599-XNYDO	Female	0	Yes	No	20	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	69.8	1540.35	No
535	87	87	3954	7225-CBZPL	Male	1	Yes	No	17	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.8	1563.9	No
536	4920	4920	2595	1265-BCFEO	Female	0	Yes	No	71	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	80.45	5662.25	No
537	4438	4438	46	5948-UJZLF	Male	0	No	No	2	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Mailed check	49.25	97	No
538	479	479	6755	9003-CPATH	Male	0	No	No	42	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	No	Electronic check	79.9	3313.4	No
539	4408	4408	3223	3082-VQXNH	Male	0	Yes	No	3	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	No	Credit card (automatic)	29.8	94.4	No
540	4954	4954	4718	3556-BVQGL	Female	0	Yes	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	20.0	416.45	No
541	2284	2284	6250	3705-RHRFR	Female	0	Yes	No	69	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	Two year	No	Bank transfer (automatic)	99.15	6875.35	No
542	4722	4722	5925	1840-BIUOG	Male	0	No	No	20	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	One year	Yes	Electronic check	68.7	1416.2	No
543	4391	4391	310	1098-TDVUQ	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Bank transfer (automatic)	19.25	19.25	No
544	3998	3998	3888	6086-ESGRL	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Credit card (automatic)	80.15	80.15	Yes
545	4383	4383	5716	8903-XEBGX	Male	0	No	Yes	2	Yes	No	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	55.3	108.65	No
546	2429	2429	4825	0921-OHLVP	Male	0	No	No	22	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Electronic check	83.05	1799.3	No
547	3030	3030	1298	5989-OMNJE	Female	0	Yes	Yes	24	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	One year	No	Electronic check	57.6	1367.75	No
548	5751	5751	1636	1371-OJCEK	Female	0	No	No	48	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	24.35	1133.7	No
549	1985	1985	4925	5966-EMAZU	Male	0	Yes	No	64	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Mailed check	108.5	6880.85	No
550	1505	1505	5501	4987-GQWPO	Male	0	No	No	17	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	25.1	382.8	No
551	3352	3352	3137	4567-AKPIA	Female	0	Yes	Yes	41	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	109.1	4454.25	No
552	4625	4625	54	4667-QONEA	Female	1	Yes	Yes	60	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	One year	Yes	Credit card (automatic)	74.85	4456.35	No
553	811	811	4917	6040-CGACY	Female	0	No	No	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.6	299.4	No
554	4325	4325	2800	0519-DRGTI	Female	0	Yes	Yes	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.35	442.6	No
555	2425	2425	3199	3696-DFHHB	Female	0	No	No	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	25.5	1821.8	No
556	5476	5476	830	9101-BWFSS	Female	0	Yes	No	50	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	One year	No	Electronic check	108.55	5610.7	Yes
557	3931	3931	4396	0023-HGHWL	Male	1	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	25.1	25.1	Yes
558	1284	1284	4526	4860-IJUDE	Male	0	No	No	13	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	73.75	956.65	No
559	162	162	6000	9503-XJUME	Male	0	No	Yes	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.65	928.4	No
560	4107	4107	6797	8725-JEDFD	Male	0	No	No	27	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	69.05	1793.25	No
561	4145	4145	6536	3439-GVUSX	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	24.4	24.4	No
562	5248	5248	3602	3038-PQIUY	Female	0	No	No	38	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	66.15	2522.4	No
563	985	985	2795	0709-TVGUR	Female	1	No	No	9	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.55	622.9	Yes
564	1069	1069	2578	0354-WYROK	Female	1	Yes	Yes	31	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	98.9	2911.3	Yes
565	1755	1755	890	5898-IGSLP	Male	0	Yes	Yes	31	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	No	No	Month-to-month	No	Electronic check	89.3	2823	No
566	5370	5370	6973	9972-VAFJJ	Female	1	Yes	No	53	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	No	One year	Yes	Electronic check	94.0	4871.45	No
567	3965	3965	3591	0133-BMFZO	Female	0	No	No	2	Yes	No	Fiber optic	Yes	Yes	No	Yes	No	No	Month-to-month	Yes	Electronic check	86.25	181.65	Yes
568	2942	2942	6204	3058-WQDRE	Male	0	No	No	13	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	25.15	331.85	No
569	2266	2266	1629	3533-UVMOM	Male	0	Yes	No	68	Yes	No	DSL	Yes	Yes	Yes	No	No	Yes	Two year	No	Bank transfer (automatic)	70.95	4741.45	No
570	4229	4229	3329	5366-OBVMR	Female	0	Yes	No	18	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	50.3	908.75	No
571	5330	5330	5392	2162-FRZAA	Male	0	Yes	Yes	63	No	No phone service	DSL	No	Yes	Yes	Yes	No	No	Two year	No	Bank transfer (automatic)	39.35	2395.05	No
572	3684	3684	6009	6646-VRFOL	Male	1	Yes	No	53	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	103.85	5485.5	Yes
573	5270	5270	2386	1247-QBVSH	Female	0	Yes	Yes	43	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Mailed check	50.2	2169.4	No
574	1109	1109	4680	1986-PHGZF	Male	1	No	No	18	Yes	Yes	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	58.4	964.9	No
575	5114	5114	716	0114-IGABW	Female	0	Yes	No	71	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	58.25	4145.9	No
576	2182	2182	170	7654-YWJUF	Male	0	Yes	No	43	Yes	No	Fiber optic	Yes	No	Yes	Yes	No	No	One year	Yes	Bank transfer (automatic)	84.25	3539.25	No
577	2868	2868	2700	2346-DJQTB	Female	0	No	No	35	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	24.15	812.5	No
578	4632	4632	4150	0187-QSXOE	Male	1	Yes	No	7	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	89.0	605.45	No
579	2623	2623	6044	1689-YQBYY	Female	0	No	Yes	12	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	76.6	893	No
580	2601	2601	3949	4495-LHSSK	Female	0	No	Yes	18	Yes	Yes	DSL	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	57.65	992.7	No
581	2866	2866	997	1374-DMZUI	Female	1	No	No	4	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.3	424.45	Yes
582	5306	5306	4491	7853-WNZSY	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Credit card (automatic)	19.75	19.75	No
583	2334	2334	5633	1222-LRYKO	Male	0	No	Yes	6	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	26.35	184.05	No
584	4716	4716	2872	8148-NLEGT	Female	0	Yes	Yes	42	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Electronic check	22.95	1014.25	No
585	1698	1698	517	6705-LXORM	Female	1	Yes	No	5	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	70.05	302.6	No
586	976	976	1121	3696-XRIEN	Female	0	No	No	50	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	82.5	4179.1	No
587	2650	2650	4163	9253-VIFJQ	Male	0	Yes	No	65	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	One year	No	Credit card (automatic)	67.05	4309.55	No
588	892	892	4605	3796-ENZGF	Male	0	Yes	No	63	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	Two year	No	Mailed check	67.25	4234.15	No
589	3926	3926	629	4554-YGZIH	Male	1	Yes	No	49	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	No	Credit card (automatic)	90.05	4547.25	Yes
590	4821	4821	5142	6408-OTUBZ	Female	0	No	No	66	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	One year	Yes	Bank transfer (automatic)	104.55	6779.05	No
591	5750	5750	3696	3144-AUDBS	Female	0	Yes	No	6	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	49.15	270.8	Yes
592	3447	3447	4700	5365-LLFYV	Female	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	45.85	105.6	No
593	1581	1581	6941	2405-LBMUW	Female	0	Yes	Yes	61	No	No phone service	DSL	Yes	Yes	No	Yes	No	Yes	One year	Yes	Bank transfer (automatic)	50.7	3088.75	No
594	135	135	1221	3055-MJDSB	Male	0	No	No	9	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	24.6	190.1	No
595	3090	3090	1698	1298-PHBTI	Male	0	Yes	Yes	71	Yes	Yes	Fiber optic	No	Yes	No	Yes	No	No	Two year	Yes	Electronic check	84.8	6152.4	No
596	4424	4424	2930	5322-ZSMZY	Male	0	Yes	Yes	31	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.75	755.6	No
597	384	384	3316	9139-TWBAS	Female	0	Yes	No	26	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	No	One year	No	Bank transfer (automatic)	47.85	1190.5	No
598	2124	2124	5224	9233-PSYHO	Female	1	No	No	45	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	100.15	4459.8	No
599	4527	4527	4826	3389-YGYAI	Female	1	No	No	8	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.5	829.55	Yes
600	4286	4286	1560	7338-ERIVA	Male	0	No	Yes	39	No	No phone service	DSL	Yes	No	No	Yes	Yes	No	One year	No	Bank transfer (automatic)	45.05	1790.6	No
601	2385	2385	4520	3506-LCJDC	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	19.95	19.95	Yes
602	1471	1471	5465	6933-FHBZC	Female	0	No	No	26	Yes	No	DSL	No	Yes	Yes	No	No	No	One year	Yes	Mailed check	56.05	1553.2	No
603	658	658	5076	1644-IRKSF	Female	0	Yes	Yes	33	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Electronic check	93.8	3124.5	Yes
604	2705	2705	3435	4450-DLLMH	Male	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	71.3	157.75	No
605	4780	4780	5754	1431-CYWMH	Female	0	Yes	Yes	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	19.05	454.05	No
606	5334	5334	6936	7693-LCKZL	Male	0	Yes	Yes	5	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	80.15	385	Yes
607	3650	3650	2665	8166-ORCHU	Male	1	Yes	No	33	Yes	No	Fiber optic	Yes	Yes	No	Yes	No	Yes	One year	Yes	Electronic check	93.55	3055.5	No
608	3597	3597	4073	7683-CBDKJ	Male	0	Yes	Yes	14	Yes	No	DSL	Yes	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	65.45	937.6	Yes
609	4554	4554	6733	4011-ARPHK	Male	0	No	No	27	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	50.35	1411.35	No
610	4868	4868	6445	5339-PXDVH	Male	0	No	No	4	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	No	Month-to-month	No	Electronic check	90.65	367.95	No
611	5217	5217	4910	6635-MYYYZ	Female	0	No	No	30	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	One year	No	Bank transfer (automatic)	85.35	2530.4	Yes
612	3849	3849	6735	6365-HITVU	Female	0	Yes	Yes	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	87.25	6328.7	No
613	1298	1298	1230	0178-SZBHO	Male	0	Yes	Yes	47	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	No	Electronic check	87.2	4017.45	No
614	4056	4056	1925	2123-VSCOT	Female	0	Yes	Yes	59	Yes	Yes	DSL	No	No	Yes	Yes	Yes	No	Two year	Yes	Bank transfer (automatic)	72.1	4194.85	No
615	849	849	4983	1862-SKORY	Female	1	Yes	No	40	No	No phone service	DSL	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	39.3	1637.4	Yes
616	3255	3255	3331	7644-OMVMY	Male	0	Yes	Yes	0	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.85		No
617	3992	3992	6465	8164-OCKUJ	Female	0	Yes	Yes	59	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.6	1286	No
618	2701	2701	2242	3378-AJRAO	Male	0	Yes	Yes	44	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Electronic check	24.85	1013.6	No
619	3724	3724	3273	7112-OPOTK	Male	0	No	No	33	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	68.25	2171.15	Yes
620	3183	3183	5488	7856-GANIL	Male	1	Yes	No	45	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	No	One year	Yes	Bank transfer (automatic)	98.7	4525.8	No
621	5646	5646	3923	5275-SQEIZ	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Mailed check	80.85	80.85	Yes
622	3173	3173	1091	5832-TRLPB	Male	0	No	No	29	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	75.35	2243.9	No
623	3688	3688	6584	6340-DACFT	Female	0	Yes	Yes	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.55	1070.25	No
624	1785	1785	4461	0082-OQIQY	Male	0	No	No	29	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	94.2	2607.6	No
625	2207	2207	355	4572-DVCGN	Female	0	No	No	10	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	80.25	846	Yes
626	3392	3392	597	5172-MIGPM	Male	0	No	No	4	Yes	Yes	DSL	No	No	No	Yes	No	Yes	Month-to-month	No	Mailed check	65.55	237.2	No
627	5427	5427	2959	7587-AOVVU	Male	0	Yes	Yes	27	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	No	Month-to-month	No	Electronic check	100.75	2793.55	No
628	4621	4621	3079	2141-RRYGO	Female	0	No	No	4	Yes	No	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	68.65	261.25	Yes
629	5784	5784	5504	6345-ULYRW	Male	1	Yes	No	44	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	One year	No	Mailed check	88.4	3912.9	Yes
630	3758	3758	6802	5626-MGTUK	Female	0	No	No	20	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	89.1	1879.25	No
631	3212	3212	4372	4781-ZXYGU	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Bank transfer (automatic)	20.15	20.15	No
632	210	210	6255	4476-OSWTN	Male	1	Yes	No	69	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Mailed check	110.55	7610.1	No
633	3823	3823	850	6007-TCTST	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	115.8	8476.5	No
634	2477	2477	2384	2573-GYRUU	Male	1	Yes	No	48	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	91.05	4370.75	No
635	3732	3732	2425	0142-GVYSN	Male	0	No	No	26	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Electronic check	20.3	511.25	No
636	5975	5975	4426	8652-YHIYU	Female	0	No	Yes	16	Yes	Yes	Fiber optic	No	No	No	Yes	No	No	One year	Yes	Credit card (automatic)	79.5	1264.2	No
637	4440	4440	6937	7746-AWNQW	Female	0	No	No	28	No	No phone service	DSL	No	No	Yes	Yes	No	No	Month-to-month	Yes	Mailed check	35.75	961.4	No
638	5520	5520	971	5002-GCQFH	Male	0	Yes	No	49	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	93.85	4733.1	No
639	5115	5115	6276	5003-OKNNK	Female	0	Yes	Yes	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	20.35	335.95	No
640	5138	5138	4784	1622-HSHSF	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.55	19.55	No
641	3528	3528	1549	4237-RLAQD	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	45.85	45.85	Yes
642	1567	1567	7040	4801-JZAZL	Female	0	Yes	Yes	11	No	No phone service	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	29.6	346.45	No
643	2400	2400	6244	5331-RGMTT	Male	1	Yes	No	54	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	99.05	5295.7	No
644	646	646	5455	9970-QBCDA	Female	0	No	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	19.7	129.55	No
645	5791	5791	5450	7503-ZGUZJ	Male	0	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Mailed check	84.65	84.65	Yes
646	5066	5066	2180	7375-WMVMT	Male	1	Yes	No	71	Yes	No	Fiber optic	No	Yes	Yes	Yes	No	Yes	Two year	Yes	Credit card (automatic)	95.5	6707.15	No
647	3652	3652	4406	3714-XPXBW	Female	0	No	No	37	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	78.9	2976.95	No
648	4906	4906	5042	1561-BWHIN	Male	0	Yes	Yes	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.8	344.5	No
649	2011	2011	4717	9356-AXGMP	Male	0	Yes	No	38	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	110.7	4428.6	No
650	5797	5797	4891	8404-GFGCZ	Male	0	Yes	No	4	Yes	Yes	DSL	No	No	Yes	No	Yes	No	Month-to-month	No	Electronic check	65.6	250.1	No
651	2631	2631	2495	6188-UXBBR	Female	0	Yes	No	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Credit card (automatic)	20.25	814.75	No
652	4956	4956	4206	0017-IUDMW	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	116.8	8456.75	No
653	4583	4583	6600	4592-IWTJI	Female	0	Yes	Yes	3	No	No phone service	DSL	Yes	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	29.7	91.7	Yes
654	3847	3847	6338	2081-KJSQF	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	20.25	20.25	No
655	4366	4366	4361	8680-CGLTP	Male	0	No	No	29	Yes	No	DSL	Yes	Yes	No	Yes	No	No	One year	Yes	Electronic check	58.75	1696.2	No
656	3162	3162	1067	7030-NJVDP	Male	0	Yes	No	24	Yes	No	Fiber optic	Yes	No	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	89.25	2210.2	No
657	4557	4557	2573	4074-SJFFA	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Mailed check	54.75	54.75	Yes
658	5163	5163	1581	2782-JEEBU	Male	0	No	No	21	No	No phone service	DSL	No	Yes	No	Yes	No	No	Month-to-month	Yes	Mailed check	36.0	780.15	No
659	4992	4992	4123	8910-LEDAG	Male	1	Yes	No	34	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	71.55	2427.35	No
660	1691	1691	4643	1230-QAJDW	Male	0	No	No	3	Yes	Yes	DSL	No	No	No	Yes	Yes	No	Month-to-month	Yes	Mailed check	65.25	209.9	No
661	4389	4389	3241	3148-BLQJT	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.1	20.1	Yes
662	668	668	2436	6360-SVNWV	Female	1	No	No	31	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	73.55	2094.65	No
663	3875	3875	3249	4324-BZCKL	Female	0	Yes	Yes	10	Yes	No	DSL	No	Yes	Yes	No	No	No	Month-to-month	Yes	Mailed check	55.55	551.3	No
664	3828	3828	1667	4403-BWPAY	Male	0	No	No	14	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Credit card (automatic)	24.8	321.7	No
665	1721	1721	4733	1319-YLZJG	Male	0	Yes	No	12	Yes	No	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	84.6	959.9	No
666	3357	3357	2520	5788-YPOEG	Female	0	Yes	Yes	34	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Mailed check	84.75	2839.45	No
667	1282	1282	6443	7727-SHVZV	Female	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	19.5	150.35	No
668	1206	1206	6240	6521-YYTYI	Male	0	No	Yes	1	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	93.3	93.3	Yes
669	872	872	471	3583-EKAPL	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	55.0	55	Yes
670	1475	1475	3378	5766-FTRTS	Male	0	Yes	No	72	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Mailed check	84.45	6033.1	No
671	831	831	3871	5299-SJCZT	Male	0	No	No	3	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	101.55	298.35	Yes
672	1273	1273	5746	4817-QRJSX	Female	0	No	No	10	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	81.0	818.05	Yes
673	3810	3810	916	3956-CJUST	Female	1	No	No	23	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	75.4	1643.55	No
674	5428	5428	5323	1448-CYWKC	Female	0	Yes	Yes	58	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	105.2	6225.4	No
675	4439	4439	6752	9928-BZVLZ	Female	0	No	No	12	No	No phone service	DSL	Yes	No	Yes	Yes	No	Yes	Two year	No	Mailed check	49.85	552.1	No
676	561	561	1225	6581-NQCBA	Female	0	Yes	No	16	No	No phone service	DSL	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	49.95	810.2	Yes
677	1132	1132	5913	6156-UZDLF	Female	0	No	No	26	Yes	No	Fiber optic	Yes	No	Yes	Yes	No	No	One year	Yes	Credit card (automatic)	87.15	2274.1	No
678	3814	3814	6502	6103-QCKFX	Female	0	Yes	Yes	44	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	56.25	2419.55	No
679	5624	5624	1300	1291-CUOCY	Male	0	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	110.6	7962.2	No
680	5218	5218	1852	3669-OYSJI	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	46.2	46.2	Yes
681	1380	1380	6876	6341-AEVKX	Female	0	Yes	No	62	Yes	No	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	104.3	6613.65	No
682	526	526	2886	3170-GWYKC	Female	0	No	No	60	Yes	No	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	104.95	6236.75	No
683	1465	1465	2543	0952-KMEEH	Male	0	No	No	13	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	No	Mailed check	98.15	1230.25	Yes
684	4250	4250	5808	2419-FSORS	Male	0	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	108.4	7719.5	No
685	2038	2038	1162	9359-UGBTK	Female	0	No	No	67	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	One year	Yes	Bank transfer (automatic)	72.35	4991.5	No
686	641	641	418	0578-SKVMF	Female	0	Yes	Yes	22	Yes	No	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	No	Electronic check	83.3	1845.9	Yes
687	3013	3013	397	6599-CEBNN	Female	0	No	No	34	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	73.95	2524.45	Yes
688	4884	4884	4234	0307-BCOPK	Female	0	No	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.05	326.65	No
689	5927	5927	2363	4373-VVHQL	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	44.75	44.75	No
690	3916	3916	1307	1866-NXPSP	Female	0	No	No	36	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	One year	Yes	Mailed check	75.55	2680.15	No
691	1813	1813	4742	8544-JNBOX	Male	0	No	No	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	20.8	1521.2	No
692	1485	1485	4741	6583-KQJLK	Female	1	Yes	No	15	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.65	1285.05	No
693	1982	1982	348	6243-OZGFH	Female	0	No	No	23	No	No phone service	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	44.95	996.85	No
694	5594	5594	5600	3799-ISUZQ	Male	0	Yes	Yes	7	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	69.95	529.5	Yes
695	3581	3581	2530	0722-SVSFK	Female	0	No	No	7	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	100.4	715	No
696	2629	2629	3634	3258-SYSWS	Male	1	No	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	113.8	7845.8	No
697	5337	5337	3766	4201-JMNGR	Female	1	No	No	1	Yes	No	DSL	Yes	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	55.8	55.8	Yes
698	325	325	6493	6576-FBXOJ	Male	0	Yes	No	17	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	One year	No	Electronic check	54.6	934.8	No
699	2347	2347	4932	5566-SOEZD	Male	0	Yes	Yes	27	Yes	No	Fiber optic	Yes	Yes	No	No	No	No	One year	Yes	Credit card (automatic)	80.65	2209.75	No
700	1115	1115	6509	0616-ATFGB	Male	1	Yes	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	25.05	25.05	Yes
701	2325	2325	1739	9804-ICWBG	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.9	69.9	Yes
702	5001	5001	1276	7005-CYUIL	Female	1	Yes	No	71	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	Two year	Yes	Electronic check	99.4	7168.25	No
703	2714	2714	2467	6559-RAKOZ	Male	0	Yes	Yes	49	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	One year	Yes	Electronic check	97.95	4917.9	No
704	70	70	3945	3815-SLMEF	Female	0	No	No	3	No	No phone service	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Mailed check	34.25	139.35	Yes
705	5289	5289	4330	4013-TLDHQ	Male	0	No	No	19	Yes	No	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	78.25	1490.95	Yes
706	1752	1752	6672	2346-CZYIL	Male	0	No	No	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.35	531.6	No
707	3276	3276	2171	3995-WFCSM	Female	0	No	No	2	Yes	No	DSL	No	No	Yes	No	No	Yes	Month-to-month	No	Electronic check	60.85	111.4	No
708	2242	2242	3971	8515-OCTJS	Female	0	No	No	25	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	24.75	692.1	Yes
709	3990	3990	5626	2458-EOMRE	Female	0	No	No	11	Yes	No	DSL	Yes	No	Yes	No	No	Yes	Month-to-month	No	Bank transfer (automatic)	64.05	733.95	No
710	4817	4817	2712	5133-VRSAB	Male	0	No	No	8	No	No phone service	DSL	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	29.35	216.45	No
711	2762	2762	1866	7940-UQQUG	Female	0	Yes	Yes	64	Yes	Yes	Fiber optic	Yes	No	No	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	104.4	6721.6	No
712	834	834	3428	8749-JMNKX	Male	1	Yes	No	51	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	93.8	4750.95	Yes
713	4707	4707	201	8544-GOQSH	Female	0	No	No	14	Yes	No	Fiber optic	No	Yes	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	80.05	1112.3	No
714	2368	2368	436	4980-URKXC	Male	0	Yes	No	36	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	20.85	720.05	No
715	5870	5870	2568	2266-FUBDZ	Male	0	Yes	Yes	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.35	278.85	No
716	57	57	3765	1814-DKOLC	Female	0	No	No	5	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	25.45	134.75	No
717	3281	3281	6764	7660-HDPJV	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.2	69.2	Yes
718	3092	3092	7002	9586-JGQKH	Female	0	Yes	No	64	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	105.4	6794.75	No
719	5422	5422	5408	6407-GSJNL	Female	0	No	No	51	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.95	1288	No
720	5139	5139	3925	9938-ZREHM	Female	0	Yes	No	37	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	One year	No	Mailed check	72.1	2658.4	No
721	246	246	439	3577-AMVUX	Male	0	No	No	1	Yes	No	DSL	No	No	Yes	Yes	No	No	Month-to-month	No	Mailed check	55.05	55.05	No
722	3059	3059	4552	1385-TQOZW	Female	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Credit card (automatic)	20.45	147.55	No
723	4344	4344	2108	0842-IWYCP	Female	0	No	No	46	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	44.95	2168.9	No
724	4826	4826	1863	9575-IWCAZ	Male	0	Yes	No	6	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	25.1	171	No
725	4221	4221	5558	0675-NCDYU	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	116.4	8543.25	No
726	3266	3266	5544	9572-MTILT	Male	0	Yes	No	59	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Electronic check	106.75	6252.9	Yes
727	5445	5445	3147	8903-WMRNW	Female	0	Yes	No	15	Yes	No	Fiber optic	Yes	No	Yes	No	Yes	Yes	Month-to-month	No	Electronic check	101.75	1669.4	No
728	3687	3687	4448	6543-XRMYR	Female	1	No	No	30	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.7	2967.35	Yes
729	1295	1295	3961	7421-ZLUPA	Female	0	No	No	8	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	29.25	226.95	No
730	2131	2131	4248	1020-JPQOW	Female	0	Yes	No	56	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	No	Month-to-month	No	Electronic check	90.55	5116.6	No
731	4847	4847	2560	8178-EYZUO	Male	0	No	No	46	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	93.7	4154.8	Yes
732	5633	5633	2869	2672-HUYVI	Female	0	No	No	6	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	91.1	455.3	Yes
733	294	294	5832	6017-PPLPX	Male	0	Yes	Yes	20	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.45	1470.95	Yes
734	5545	5545	154	3077-RSNTJ	Female	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.7	113.5	No
735	2947	2947	4025	2984-MIIZL	Male	0	No	No	4	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	74.8	321.9	Yes
736	4630	4630	4873	2320-YKQBO	Female	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.3	144.95	No
737	2809	2809	3311	6137-MFAJN	Female	0	No	No	48	No	No phone service	DSL	Yes	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	44.8	2104.55	No
738	1957	1957	5828	0402-OAMEN	Female	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.45	1709.1	No
739	2012	2012	3166	9097-ZUBYC	Male	0	Yes	No	14	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	48.8	664.4	No
740	5685	5685	6065	4458-KVRBJ	Male	0	No	No	59	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.0	1510.5	No
741	514	514	3475	8610-ZIKJJ	Female	0	Yes	Yes	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.3	31.9	No
742	1678	1678	3010	3865-QBWSJ	Male	1	No	Yes	38	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Mailed check	80.45	3162.65	No
743	1011	1011	4482	6711-FLDFB	Female	0	No	No	7	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.9	541.15	Yes
744	4730	4730	6173	2378-HTWFW	Male	1	No	No	35	Yes	Yes	Fiber optic	Yes	No	No	No	No	Yes	Month-to-month	No	Credit card (automatic)	91.0	3180.5	No
745	2029	2029	2001	3977-QCRSL	Female	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.15	117.95	No
746	5503	5503	6448	3685-YLCMQ	Male	0	No	No	58	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	104.65	6219.6	Yes
747	3267	3267	2757	0197-PNKNK	Female	0	Yes	Yes	69	Yes	Yes	Fiber optic	Yes	No	Yes	No	No	No	One year	No	Bank transfer (automatic)	84.45	5848.6	No
748	4519	4519	3028	8740-XLHDR	Male	0	No	No	5	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	Month-to-month	Yes	Mailed check	43.25	219	Yes
749	406	406	5247	4971-PUYQO	Female	0	No	No	27	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Mailed check	94.55	2724.6	Yes
750	450	450	4808	8144-DGHXP	Female	0	No	No	54	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Electronic check	80.6	4299.95	No
751	32	32	6123	0623-EJQEG	Male	0	No	No	65	Yes	Yes	Fiber optic	Yes	No	No	Yes	No	Yes	One year	No	Electronic check	93.55	6069.25	No
752	3307	3307	5055	6925-BAYGL	Female	1	Yes	No	53	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	25.1	1275.6	No
753	5511	5511	4146	9821-POOTN	Male	0	Yes	No	35	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.2	2576.2	Yes
754	5161	5161	4485	7975-JMZNT	Male	0	Yes	No	66	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	91.7	6075.9	No
755	3476	3476	1031	1352-VHKAJ	Male	0	Yes	Yes	27	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	71.6	1957.1	No
756	3508	3508	6858	2685-SREOM	Female	0	Yes	Yes	25	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	89.1	2368.4	Yes
757	3067	3067	2238	1393-IMKZG	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	95.85	95.85	No
758	5704	5704	6546	9828-QHFBK	Male	0	No	No	24	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	51.15	1275.7	No
759	2884	2884	5684	0193-ESZXP	Female	1	Yes	No	58	Yes	No	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	105.5	6205.5	Yes
760	5247	5247	4134	3005-TYFRD	Female	0	Yes	No	55	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	103.65	5676.65	No
761	4574	4574	5000	5600-PDUJF	Male	0	No	No	6	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	49.5	312.7	No
762	630	630	3101	1867-TJHTS	Female	0	No	No	58	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	79.8	4526.85	No
763	1399	1399	3176	5044-XDPYX	Female	0	Yes	No	51	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.5	1281.25	No
764	5583	5583	2524	0784-ZQJZX	Male	0	No	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.9	1529.65	No
765	5211	5211	6763	7471-MQPOS	Male	1	Yes	Yes	71	Yes	Yes	DSL	No	Yes	Yes	Yes	No	Yes	One year	Yes	Bank transfer (automatic)	72.9	5139.65	No
766	3471	3471	6499	2676-ISHSF	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.3	20.3	No
767	3297	3297	1206	6077-BDPXA	Female	0	No	No	3	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.15	194.2	No
768	2189	2189	674	0823-HSCDJ	Male	1	No	No	52	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	49.15	2550.9	Yes
769	1545	1545	679	2826-UWHIS	Male	0	Yes	No	45	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	81.4	3775.85	No
770	2217	2217	3074	4504-YOULA	Female	0	Yes	Yes	35	Yes	Yes	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	59.45	2136.9	No
771	633	633	380	5651-CRHKQ	Female	0	Yes	No	41	Yes	No	Fiber optic	No	Yes	Yes	Yes	No	No	One year	Yes	Bank transfer (automatic)	86.2	3339.05	No
772	1458	1458	498	6235-VDHOM	Female	1	No	No	5	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	28.45	131.05	Yes
773	5349	5349	6335	7798-JVXYM	Female	0	No	No	14	Yes	No	DSL	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	69.65	921.4	No
774	5304	5304	5588	1660-HSOOQ	Male	0	No	No	1	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	49.65	49.65	Yes
775	5335	5335	2326	2266-SJNAT	Female	0	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	No	Credit card (automatic)	109.15	7789.6	No
776	2824	2824	2174	1178-PZGAB	Female	0	No	No	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	20.25	383.65	No
777	3892	3892	1058	2074-GKOWZ	Male	0	Yes	Yes	2	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	89.55	185.55	Yes
778	3054	3054	3808	7785-RDVIG	Female	0	Yes	Yes	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.3	54.7	No
779	1931	1931	6532	1763-KUAAW	Female	1	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	20.35	369.6	No
780	3481	3481	2247	0362-RAOQO	Female	0	No	No	40	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.65	830.25	No
781	37	37	3870	1099-BTKWT	Female	0	Yes	No	68	No	No phone service	DSL	Yes	No	Yes	No	Yes	Yes	One year	Yes	Electronic check	54.4	3723.65	No
782	5533	5533	1841	8958-JPTRR	Female	0	Yes	No	56	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Electronic check	24.3	1261.7	No
783	2949	2949	1928	2484-DGXPZ	Female	0	Yes	Yes	31	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.55	658.95	Yes
784	462	462	2406	7548-SEPYI	Female	0	No	No	5	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	96.25	512.45	Yes
785	5329	5329	3952	9861-PDSZP	Female	0	No	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	108.05	7806.6	No
786	5931	5931	6310	5872-OEQNH	Female	0	No	No	60	No	No phone service	DSL	Yes	No	Yes	No	No	Yes	One year	Yes	Electronic check	44.45	2773.9	No
787	3700	3700	4358	6253-WRFHY	Male	0	Yes	Yes	13	Yes	No	DSL	No	No	No	No	Yes	Yes	One year	Yes	Electronic check	64.75	877.35	No
788	2890	2890	779	0322-CHQRU	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	45.35	89.5	Yes
789	3501	3501	4747	8884-FEEWR	Male	0	No	No	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	20.6	754	No
790	3213	3213	6343	0902-RFHOF	Male	0	No	No	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.1	730.1	No
791	4908	4908	5725	9648-BCHKM	Female	0	Yes	Yes	18	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	24.65	471.35	No
792	1765	1765	2240	3398-GCPMU	Female	1	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	89.55	6448.85	No
793	5952	5952	474	9399-APLBT	Female	0	Yes	Yes	1	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	74.7	74.7	Yes
794	1277	1277	2992	4177-JPDFU	Male	0	No	No	12	No	No phone service	DSL	No	Yes	No	Yes	No	No	Month-to-month	No	Mailed check	34.0	442.45	No
795	2455	2455	4694	0594-UFTUL	Male	0	Yes	Yes	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.85	252	No
796	1361	1361	2955	4626-GYCZP	Male	0	No	No	7	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	93.85	635.6	Yes
797	5557	5557	1816	1663-MHLHE	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.2	19.2	No
798	2472	2472	1346	2845-HSJCY	Female	0	Yes	Yes	14	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	87.25	1258.6	Yes
799	4838	4838	1314	9831-BPFRI	Female	0	Yes	Yes	39	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	No	One year	Yes	Electronic check	89.55	3474.45	Yes
800	720	720	856	8374-UULRV	Male	0	No	No	72	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	No	Credit card (automatic)	86.05	6309.65	No
801	938	938	3528	2332-EFBJY	Male	0	No	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.7	342.4	Yes
802	122	122	259	5046-NUHWD	Female	1	Yes	No	29	No	No phone service	DSL	Yes	No	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	45.0	1228.65	No
803	3861	3861	1518	1925-GMVBW	Female	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	20.55	96.1	No
804	2804	2804	5129	0620-DLSLK	Female	0	No	No	13	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Mailed check	81.9	1028.9	No
805	1850	1850	495	8205-OTCHB	Male	0	No	No	22	No	No phone service	DSL	No	Yes	Yes	No	No	Yes	One year	Yes	Bank transfer (automatic)	43.75	903.6	Yes
806	1853	1853	1135	1779-PWPMG	Female	1	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	114.65	8333.95	No
807	5473	5473	5177	3672-YITQD	Male	1	Yes	No	36	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	84.1	3021.6	Yes
808	2475	2475	2784	7295-JOMMD	Female	0	No	Yes	4	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	98.1	396.3	Yes
809	5829	5829	4493	8606-OEGQZ	Female	0	No	Yes	18	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	25.3	454.65	No
810	4144	4144	5230	5887-IKKYO	Male	0	Yes	Yes	58	Yes	Yes	Fiber optic	No	No	Yes	Yes	No	Yes	Two year	No	Bank transfer (automatic)	94.35	5563.65	No
811	5746	5746	2160	7101-HRBLJ	Female	0	Yes	Yes	72	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	83.7	6096.9	No
812	4350	4350	2632	9018-PCIOK	Female	0	No	No	55	Yes	No	DSL	No	Yes	Yes	No	No	Yes	Two year	Yes	Mailed check	64.75	3617.1	No
813	161	161	3126	9754-CLVZW	Female	0	Yes	Yes	26	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	Month-to-month	No	Credit card (automatic)	38.85	1025.15	No
814	576	576	172	6727-IOTLZ	Male	0	Yes	No	14	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Mailed check	81.95	1181.75	No
815	4603	4603	5619	4619-EVPHY	Female	1	Yes	No	20	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	91.0	1859.5	No
816	545	545	5663	2824-MYYBN	Female	0	Yes	Yes	37	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.25	3314.15	No
817	5918	5918	1478	9851-QXEEQ	Male	0	No	No	41	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	104.7	4346.4	Yes
818	5381	5381	2444	1254-IZEYF	Female	1	No	No	31	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.95	3186.65	Yes
819	4064	4064	4238	5016-LIPDW	Male	0	Yes	Yes	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.4	1061.6	No
820	4685	4685	5299	5569-OUICF	Female	1	Yes	No	28	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	101.3	2812.2	Yes
821	5572	5572	606	6516-NKQBO	Male	0	Yes	Yes	38	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	81.0	3084.9	No
822	263	263	3757	4615-PIVVU	Female	0	No	No	42	Yes	No	DSL	No	No	Yes	Yes	No	Yes	Two year	No	Credit card (automatic)	66.5	2762.75	No
823	3118	3118	246	0303-UNCIP	Male	0	No	No	41	Yes	Yes	DSL	No	No	Yes	No	No	Yes	One year	No	Mailed check	65.0	2531.8	No
824	788	788	4845	0056-EPFBG	Male	0	Yes	Yes	20	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	Two year	Yes	Credit card (automatic)	39.4	825.4	No
825	1047	1047	4903	7330-WZLNC	Female	0	No	No	5	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	90.8	455.5	Yes
826	1902	1902	3722	8328-SKJNO	Male	0	No	Yes	23	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	One year	No	Bank transfer (automatic)	40.65	947.4	No
827	2551	2551	1784	5687-DKDTV	Female	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.35	77.5	Yes
828	3677	3677	4819	0607-DAAHE	Male	0	No	Yes	53	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.75	1052.35	Yes
829	890	890	2937	5312-IRCFR	Female	0	Yes	Yes	64	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	One year	Yes	Electronic check	92.85	5980.75	No
830	5157	5157	1838	8058-DMYRU	Male	1	No	No	54	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	90.05	4931.8	No
831	5840	5840	2731	1110-KYLGQ	Female	0	No	No	63	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Month-to-month	No	Credit card (automatic)	108.25	6780.1	No
832	1709	1709	4574	8999-XXGNS	Female	1	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	105.75	7629.85	No
833	2966	2966	3647	1016-DJTSV	Male	1	No	No	8	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.7	572.85	No
834	118	118	4059	3415-TAILE	Female	0	Yes	Yes	2	Yes	No	DSL	No	No	No	No	Yes	Yes	Month-to-month	No	Mailed check	65.7	134.35	Yes
835	2456	2456	4060	0757-WCUUZ	Male	0	Yes	Yes	54	Yes	Yes	DSL	No	No	Yes	No	No	Yes	Two year	No	Credit card (automatic)	63.35	3409.1	No
836	847	847	6682	9589-ABEPT	Male	0	Yes	No	69	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	No	Two year	Yes	Mailed check	92.45	6460.55	No
837	2172	2172	4734	4106-HADHQ	Male	0	Yes	Yes	39	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	One year	No	Credit card (automatic)	80.0	3182.95	Yes
838	1708	1708	3123	6692-YQHXC	Male	0	No	No	16	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	69.95	1205.5	No
839	5132	5132	384	6583-SZVGP	Male	0	No	No	48	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	108.1	5067.45	No
840	1700	1700	6869	5906-CVLHP	Female	0	Yes	Yes	45	Yes	No	DSL	No	Yes	No	Yes	No	No	One year	Yes	Credit card (automatic)	54.15	2319.8	Yes
841	996	996	2531	3612-YVGSJ	Female	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	24.45	1681.6	No
842	2709	2709	2021	0181-RITDD	Male	0	Yes	Yes	62	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Mailed check	108.15	6825.65	No
843	980	980	1024	7147-AYBAA	Male	0	No	No	37	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	70.35	2552.9	No
844	2994	2994	5011	9699-UBQFS	Female	1	Yes	No	43	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	94.5	4156.8	No
845	471	471	4775	5480-TBGPH	Female	0	Yes	No	24	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	99.3	2431.35	Yes
846	401	401	2415	9898-KZQDZ	Female	1	Yes	Yes	40	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	94.55	3640.45	Yes
847	5143	5143	5898	8277-RVRSV	Female	0	Yes	Yes	33	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	24.15	800.3	No
848	4061	4061	5221	5336-UFNZP	Female	1	Yes	Yes	65	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	107.45	7047.5	No
849	1349	1349	2364	4559-UWIHT	Male	0	Yes	No	14	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	82.65	1185	No
850	2359	2359	3891	7995-ZHHNZ	Male	0	Yes	No	42	Yes	Yes	DSL	Yes	No	No	No	No	No	One year	No	Credit card (automatic)	56.1	2386.85	No
851	3561	3561	4349	7903-CMPEY	Male	1	Yes	No	1	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	80.3	80.3	Yes
852	5535	5535	537	5844-QVTAT	Female	0	Yes	Yes	33	Yes	No	DSL	Yes	Yes	Yes	No	No	No	One year	Yes	Mailed check	58.45	1955.4	No
853	1410	1410	192	2984-RGEYA	Female	0	Yes	Yes	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.75	1375.4	No
854	2953	2953	6856	4534-WGCIR	Female	0	Yes	Yes	58	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	25.15	1509.9	No
855	4447	4447	2421	3893-JRNFS	Male	0	No	No	68	No	No phone service	DSL	No	No	Yes	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	39.9	2796.35	No
856	1276	1276	5958	6859-RKMZJ	Male	0	Yes	No	11	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	55.05	608.15	No
857	5252	5252	2214	8337-MSSXB	Female	0	No	No	14	Yes	No	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	86.3	1180.95	Yes
858	3696	3696	4008	0743-HRVFF	Female	0	Yes	Yes	51	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	56.15	2898.95	No
859	3321	3321	6007	2724-FJDYW	Male	0	No	Yes	39	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	One year	No	Bank transfer (automatic)	54.85	2191.7	No
860	3032	3032	4639	7402-EYFXX	Male	1	No	No	26	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	93.6	2404.1	No
861	1309	1309	2440	2171-UDMFD	Male	0	Yes	Yes	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Credit card (automatic)	19.45	674.55	No
862	775	775	3131	8336-TAVKX	Female	1	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	No	Bank transfer (automatic)	78.45	5682.25	No
863	4133	4133	6717	3768-NLUBH	Male	1	Yes	No	57	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	No	Electronic check	100.6	5746.15	Yes
864	1480	1480	4373	7632-YUTXB	Female	0	Yes	Yes	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.05	520.1	No
865	3196	3196	572	5756-JYOJT	Female	0	No	No	11	Yes	No	DSL	No	No	Yes	Yes	No	Yes	One year	No	Credit card (automatic)	64.9	697.25	No
866	3119	3119	1594	6485-QXWWE	Female	0	No	Yes	62	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	26.0	1638.7	No
867	4060	4060	427	8734-DKSTZ	Female	0	Yes	Yes	10	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Electronic check	85.95	858.6	No
868	2588	2588	1402	6240-EURKS	Female	0	No	Yes	18	No	No phone service	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	35.0	553	Yes
869	4731	4731	5109	7113-HIPFI	Male	0	Yes	Yes	66	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	Two year	No	Mailed check	65.85	4097.05	No
870	2858	2858	6550	1309-BXVOQ	Male	0	Yes	No	21	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	106.1	2249.95	Yes
871	569	569	2181	1136-XGEQU	Female	0	Yes	Yes	50	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	84.15	4164.4	No
872	1509	1509	2820	3251-YMVWZ	Male	0	No	No	53	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	24.05	1301.9	No
873	22	22	4201	1166-PQLGG	Female	0	Yes	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.55	1463.45	No
874	2702	2702	1474	9495-SKLKD	Male	0	Yes	Yes	45	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	95.95	4456.65	No
875	4879	4879	2039	6298-QDFNH	Male	0	No	No	22	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	79.35	1730.35	Yes
876	3381	3381	4082	0112-QWPNC	Male	0	Yes	No	49	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	One year	No	Electronic check	84.35	4059.35	Yes
877	4592	4592	3695	6088-BXMRG	Female	0	Yes	Yes	32	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	98.85	3089.6	No
878	5981	5981	3772	0684-AOSIH	Male	0	Yes	No	1	Yes	No	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.0	95	Yes
879	1406	1406	5101	6591-QGOYB	Male	0	No	No	17	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	106.65	1672.1	No
880	1491	1491	2144	1763-WQFUK	Male	0	No	No	3	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	50.5	147.75	No
881	4597	4597	4425	3059-NGMXB	Male	0	Yes	Yes	14	Yes	Yes	DSL	Yes	Yes	No	No	No	Yes	Month-to-month	No	Mailed check	69.2	944.65	No
882	4638	4638	6816	2446-PLQVO	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.3	70.3	Yes
883	1658	1658	744	1635-FJFCC	Female	0	No	No	5	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	44.05	202.15	No
884	3385	3385	4308	7504-UWHNB	Male	0	No	No	25	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	69.75	1729.35	No
885	2448	2448	56	8769-KKTPH	Female	0	Yes	Yes	63	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	One year	Yes	Credit card (automatic)	99.65	6311.2	No
886	5978	5978	6265	3278-FSIXX	Female	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	45.25	74.2	No
887	2831	2831	396	0177-PXBAT	Male	1	Yes	No	33	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	109.9	3694.7	No
888	3949	3949	13	0280-XJGEX	Male	0	No	No	49	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	103.7	5036.3	Yes
889	5908	5908	3073	5762-TJXGK	Female	0	No	No	52	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	58.75	3038.55	No
890	3027	3027	979	6461-PPAXN	Female	0	Yes	Yes	35	Yes	No	DSL	Yes	No	No	Yes	No	No	One year	Yes	Bank transfer (automatic)	54.95	1916	No
891	2379	2379	973	8919-FYFQZ	Male	1	Yes	No	44	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	30.35	1359.7	Yes
892	5581	5581	7029	2235-DWLJU	Female	1	No	No	6	No	No phone service	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	44.4	263.05	No
893	581	581	422	7663-ZTEGJ	Male	0	No	Yes	29	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	Yes	One year	No	Credit card (automatic)	100.55	2830.45	No
894	5487	5487	876	0207-MDKNV	Female	0	No	No	15	Yes	No	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Month-to-month	No	Electronic check	105.1	1582.75	Yes
895	844	844	1383	3334-CTHOL	Female	0	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	49.95	49.95	Yes
896	4993	4993	4569	7639-SUPCW	Female	0	No	No	22	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	48.8	1054.6	Yes
897	2527	2527	4209	4385-ZKVNW	Male	0	Yes	Yes	44	Yes	No	DSL	No	Yes	No	Yes	No	No	Month-to-month	Yes	Bank transfer (automatic)	54.9	2549.1	No
898	3431	3431	369	3520-FJGCV	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	112.6	8126.65	No
899	5224	5224	5029	1848-LBZHY	Female	0	Yes	No	7	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	50.3	355.1	No
900	468	468	655	5183-SNMJQ	Male	0	No	No	10	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	95.1	865.1	No
901	4018	4018	1927	4566-GOLUK	Male	0	Yes	Yes	47	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	107.35	5118.95	Yes
902	2550	2550	2809	4360-QRAVE	Male	1	No	No	37	No	No phone service	DSL	No	Yes	Yes	No	No	No	Month-to-month	No	Electronic check	36.65	1315	No
903	1839	1839	4233	4664-NJCMS	Female	0	Yes	No	33	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	59.55	2016.3	No
904	4829	4829	2136	1379-FRVEB	Male	0	No	Yes	15	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	91.0	1430.05	No
905	5794	5794	3627	3243-ZHOHY	Female	0	No	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.1	296.15	No
906	4581	4581	4566	8375-KVTHK	Male	0	Yes	No	68	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Electronic check	100.3	6754.35	No
907	5526	5526	4780	5895-QSXOD	Male	0	No	No	9	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Mailed check	70.05	657.5	No
908	1683	1683	3555	6331-EWIEB	Male	0	No	No	20	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	85.25	1734.5	Yes
909	5182	5182	1145	3522-CDKHF	Female	0	Yes	No	32	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	75.5	2324.7	No
910	2328	2328	353	0219-YTZUE	Male	0	Yes	Yes	4	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	84.8	371.9	Yes
911	3351	3351	2159	8007-YYPWD	Female	0	No	No	15	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	25.05	369.1	No
912	1089	1089	3834	2325-ZUSFD	Female	0	Yes	Yes	57	Yes	No	DSL	Yes	No	No	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	70.1	3913.3	Yes
913	2434	2434	24	6322-HRPFA	Male	0	Yes	Yes	49	Yes	No	DSL	Yes	Yes	No	Yes	No	No	Month-to-month	No	Credit card (automatic)	59.6	2970.3	No
914	3457	3457	3562	1624-NALOJ	Male	1	No	No	5	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	89.8	502.6	Yes
915	5223	5223	5236	7025-IWFHT	Male	0	No	No	41	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	No	One year	Yes	Electronic check	89.55	3729.75	No
916	2518	2518	2194	2514-GINMM	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	79.5	79.5	Yes
917	1279	1279	5706	5196-SGOAK	Female	0	No	No	1	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	75.7	75.7	Yes
918	5958	5958	4555	4804-NCPET	Male	0	Yes	Yes	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.2	387.4	No
919	3563	3563	1884	2039-JONDJ	Male	0	No	No	27	Yes	No	DSL	Yes	Yes	No	No	No	No	One year	No	Bank transfer (automatic)	55.45	1477.65	No
920	4586	4586	1920	4623-ZKHLY	Male	0	Yes	No	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Bank transfer (automatic)	20.45	471.55	No
921	4634	4634	4926	0440-EKDCF	Male	0	Yes	No	62	Yes	No	DSL	No	Yes	Yes	Yes	No	No	Two year	Yes	Credit card (automatic)	60.15	3753.2	No
922	4416	4416	934	4198-VFOEA	Female	0	No	No	12	No	No phone service	DSL	Yes	No	No	Yes	No	No	One year	Yes	Mailed check	33.6	435.45	No
923	3888	3888	1008	8818-XYFCQ	Male	0	Yes	Yes	32	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	99.55	3204.65	Yes
924	2332	2332	4943	4973-MGTON	Female	0	Yes	No	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	84.4	5969.3	No
925	4164	4164	886	2123-AGEEN	Female	1	No	No	7	Yes	No	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	84.35	609.65	No
926	3348	3348	2281	9578-VRMNM	Female	0	No	No	16	Yes	Yes	DSL	No	No	Yes	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	65.2	1043.35	Yes
927	2013	2013	3858	0840-DCNZE	Male	0	No	No	47	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	86.95	4138.9	No
928	3873	3873	6703	2737-WFVYW	Female	0	No	No	2	No	No phone service	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	45.25	85.5	Yes
929	3711	3711	2852	5485-ITNPC	Male	0	Yes	No	66	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	85.9	5595.3	No
930	5612	5612	7015	0666-UXTJO	Male	1	Yes	No	34	Yes	No	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	85.2	2874.45	No
931	2500	2500	6134	3258-SANFR	Male	1	No	No	6	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	44.7	276.5	No
932	4257	4257	6175	4377-VDHYI	Male	0	Yes	Yes	32	Yes	No	Fiber optic	Yes	Yes	No	No	No	Yes	One year	Yes	Electronic check	90.8	3023.85	No
933	1274	1274	2840	7299-GNVPL	Female	0	Yes	Yes	23	Yes	No	Fiber optic	Yes	Yes	No	Yes	No	No	Month-to-month	No	Mailed check	84.4	1936.85	No
934	4660	4660	1759	2243-FNMMI	Male	0	No	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.4	415.4	No
935	1951	1951	1427	6896-SRVYQ	Male	1	No	No	44	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	No	Electronic check	73.85	3122.4	No
936	5389	5389	3498	7730-IUTDZ	Male	0	No	No	43	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.2	3198.6	Yes
937	1753	1753	451	5760-WRAHC	Female	1	No	No	22	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	Month-to-month	Yes	Mailed check	69.75	1545.4	No
938	1499	1499	1334	1768-ZAIFU	Female	1	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	25.2	25.2	Yes
939	1761	1761	999	3234-VKACU	Male	0	No	No	2	Yes	No	DSL	No	No	No	Yes	Yes	Yes	Month-to-month	No	Electronic check	70.3	132.4	No
940	5391	5391	5052	3255-GRXMG	Male	0	No	Yes	18	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	45.65	747.2	No
941	4031	4031	4969	2303-PJYHN	Female	0	Yes	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	19.85	52	No
942	4227	4227	2012	6845-RGTYS	Female	0	Yes	No	47	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	98.75	4533.7	Yes
943	1649	1649	4231	7998-WNZEM	Male	0	No	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	No	Bank transfer (automatic)	80.6	5708.2	No
944	2795	2795	5012	9367-TCUYN	Female	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.1	223.6	No
945	1265	1265	3759	7479-NITWS	Male	0	No	No	7	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	89.35	631.85	Yes
946	5193	5193	470	4933-IKULF	Female	1	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.65	330.6	No
947	1636	1636	1472	9283-LZQOH	Male	0	Yes	Yes	13	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	74.4	896.75	Yes
948	4518	4518	4797	3892-NXAZG	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	114.05	8289.2	No
949	5276	5276	2681	9674-EHPPG	Male	0	Yes	No	46	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	Two year	No	Credit card (automatic)	40.4	1842.7	No
950	5625	5625	6886	7234-FECYN	Female	1	No	No	8	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	No	Electronic check	101.35	780.5	Yes
951	5929	5929	2435	9481-SFCQY	Female	0	No	Yes	14	Yes	No	DSL	No	No	Yes	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	59.8	824.85	No
952	2872	2872	2796	0058-EVZWM	Female	0	Yes	No	55	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	89.8	4959.6	No
953	230	230	6376	1302-TPUBN	Male	0	No	No	66	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.35	1240.8	No
954	1389	1389	428	4360-PNRQB	Male	0	No	No	18	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	75.6	1395.05	No
955	5886	5886	6439	9137-UIYPG	Female	0	Yes	Yes	35	Yes	No	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	106.9	3756.45	No
956	5756	5756	6585	4955-VCWBI	Female	0	Yes	Yes	43	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.0	817.95	No
957	4113	4113	3344	6347-DCUIK	Male	0	No	No	10	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	74.15	811.8	Yes
958	1470	1470	596	8208-EUMTE	Male	0	No	No	16	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	No	Mailed check	54.85	916.15	No
959	2346	2346	4563	4547-KQRTM	Female	0	No	No	10	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	80.05	830.7	Yes
960	5709	5709	2511	7016-NVRIC	Male	1	Yes	No	29	Yes	No	Fiber optic	Yes	No	Yes	No	No	Yes	One year	No	Bank transfer (automatic)	90.1	2656.7	No
961	1665	1665	1437	1666-JZPZT	Male	0	No	No	27	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	49.0	1291.35	No
962	4862	4862	6845	6127-IYJOZ	Male	1	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	45.85	45.85	No
963	5801	5801	6700	8107-RZLNV	Male	0	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	106.3	7565.35	No
964	760	760	6548	5012-YSPJJ	Male	0	Yes	Yes	31	Yes	No	DSL	No	No	Yes	Yes	No	No	Month-to-month	No	Mailed check	54.35	1647	No
965	2829	2829	2826	3638-DIMPH	Female	0	Yes	No	13	Yes	No	DSL	No	No	No	No	No	No	One year	No	Electronic check	43.8	592.65	No
966	2571	2571	138	6217-KDYWC	Male	0	No	Yes	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	19.6	1170.55	No
967	3157	3157	2426	1049-FYSYG	Female	0	Yes	No	17	No	No phone service	DSL	No	Yes	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	35.65	646.05	No
968	2423	2423	4035	1485-YDHMM	Male	0	Yes	Yes	52	Yes	Yes	Fiber optic	No	Yes	No	Yes	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	93.25	4631.7	No
969	3643	3643	6680	9412-ARGBX	Female	0	No	Yes	48	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	No	Two year	Yes	Mailed check	95.5	4627.85	Yes
970	4618	4618	6593	4701-AHWMW	Male	0	Yes	No	55	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	54.55	2978.3	Yes
971	1368	1368	1769	3144-KMTWZ	Male	0	Yes	No	71	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	93.25	6669.45	No
972	5853	5853	6184	3413-CSSTH	Male	0	No	No	41	Yes	Yes	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	55.7	2237.55	No
973	3060	3060	459	1452-VOQCH	Male	0	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.1	75.1	No
974	1489	1489	3656	4039-PIMHX	Male	1	Yes	No	49	Yes	No	DSL	No	Yes	No	No	No	No	Two year	No	Mailed check	49.8	2398.4	No
975	5246	5246	3522	0969-RGKCU	Male	0	Yes	Yes	37	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.8	677.05	No
976	3568	3568	3603	1501-SGHBW	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	45.85	81	Yes
977	1852	1852	1434	1571-SAVHK	Male	0	No	No	12	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Mailed check	99.95	1132.75	Yes
978	5111	5111	6729	2256-YLYLP	Male	0	Yes	Yes	68	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	72.95	4953.25	No
979	648	648	2063	7833-PKIHD	Male	0	Yes	Yes	51	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	76.4	3966.3	No
980	995	995	2271	0093-EXYQL	Female	1	No	No	40	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	91.55	3673.6	No
981	4877	4877	260	7273-TEFQD	Male	1	No	No	3	No	No phone service	DSL	No	No	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	41.15	132.2	Yes
982	3175	3175	5994	9661-ACXBS	Female	0	No	No	42	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.2	4400.75	Yes
983	1972	1972	5889	9693-XMUOB	Male	1	Yes	No	59	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	50.25	2997.45	No
984	1118	1118	3298	1336-EZFZY	Female	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.05	83.3	No
985	2190	2190	3209	8149-RSOUN	Female	0	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	93.85	93.85	Yes
986	1432	1432	5515	2892-GESUL	Female	0	Yes	Yes	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.35	309.25	No
987	1240	1240	6957	3914-FDRHP	Male	0	No	No	9	Yes	No	Fiber optic	No	No	No	Yes	Yes	No	Month-to-month	No	Electronic check	86.25	770.5	No
988	4886	4886	1828	1839-UMACK	Male	0	No	No	42	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Electronic check	25.05	949.85	No
989	3566	3566	2494	1596-BBVTG	Male	0	No	No	35	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	75.35	2636.05	Yes
990	2510	2510	3070	7351-MHQVU	Female	0	No	No	6	No	No phone service	DSL	Yes	Yes	No	Yes	No	Yes	Month-to-month	No	Credit card (automatic)	50.95	307.6	No
991	1803	1803	4031	8309-PPCED	Female	0	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	110.45	7982.5	No
992	3672	3672	6018	8859-DZTGQ	Male	0	No	No	33	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.35	689.75	No
993	5705	5705	6051	4079-ULGFR	Male	0	No	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.0	275.7	No
994	1791	1791	174	5918-VUKWP	Female	0	No	No	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	20.55	654.55	No
995	3994	3994	2071	3392-EHMNK	Female	0	Yes	Yes	67	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	No	Two year	No	Credit card (automatic)	94.1	6302.8	No
996	900	900	1699	6223-DHJGV	Female	0	No	No	42	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	20.65	958.1	No
997	5729	5729	6390	6994-FGRHH	Male	0	Yes	Yes	70	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	106.15	7475.1	No
998	5137	5137	5580	8859-YSTWS	Male	0	No	No	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	19.95	1004.5	No
999	5421	5421	6956	2451-YMUXS	Male	1	No	No	67	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	Two year	Yes	Bank transfer (automatic)	64.55	4250.1	No
1000	2734	2734	6323	0691-NIKRI	Female	0	No	No	40	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	105.95	4335.2	No
1001	4686	4686	1990	4514-GFCFI	Female	1	No	No	16	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	84.75	1350.15	Yes
1002	3220	3220	1422	3870-SPZSI	Female	0	Yes	Yes	70	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	113.05	7869.05	No
1003	1800	1800	6052	2516-XSJKX	Female	0	Yes	Yes	41	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	No	Electronic check	78.45	3126.45	No
1004	4453	4453	215	0699-NDKJM	Female	0	Yes	No	57	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	58.75	3437.45	No
1005	1478	1478	4159	6917-YACBP	Female	1	No	No	59	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	89.75	5496.9	No
1006	4197	4197	1040	1236-WFCDV	Male	1	No	No	14	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	No	Credit card (automatic)	90.45	1266.1	Yes
1007	2923	2923	2580	7748-UMTRK	Female	1	No	Yes	30	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	101.3	2974.5	No
1008	498	498	5474	4912-PIGUY	Female	0	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	84.6	84.6	No
1009	3787	3787	3022	1796-JANOW	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.95	38.15	No
1010	1104	1104	2288	2135-DQWAQ	Female	0	No	No	5	Yes	No	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Mailed check	85.3	420.45	No
1011	1942	1942	6148	8990-YOZLV	Female	0	No	No	69	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	Two year	Yes	Mailed check	66.9	4577.9	No
1012	3935	3935	4356	3806-YAZOV	Female	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	18.8	56	No
1013	23	23	3550	0963-ZBDRN	Male	0	No	No	32	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	96.2	3183.4	Yes
1014	2049	2049	5628	6821-BUXUX	Female	0	No	No	13	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	96.65	1244.5	Yes
1015	5780	5780	6776	6120-RJKLU	Female	1	Yes	No	62	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	79.95	4819.75	No
1016	4915	4915	5851	4118-CEVPF	Female	1	No	No	35	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	110.8	3836.3	No
1017	708	708	693	2276-YDAVZ	Female	0	No	No	3	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	75.1	270.7	Yes
1018	983	983	5506	8048-DSDFQ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.2	20.2	No
1019	1497	1497	566	6967-QIQRV	Male	0	Yes	Yes	15	Yes	No	Fiber optic	Yes	No	No	Yes	Yes	Yes	One year	No	Electronic check	101.9	1667.25	No
1020	3000	3000	2867	7244-KXYZN	Female	0	No	No	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	20.45	527.35	No
1021	2682	2682	3739	5789-LDFXO	Male	0	No	No	24	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Electronic check	24.6	592.65	No
1022	3485	3485	4829	1600-DILPE	Female	0	No	No	12	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	45.0	524.35	No
1023	5127	5127	2756	5624-BQSSA	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.95	20.95	Yes
1024	3088	3088	6078	9691-HKOVS	Female	0	Yes	No	55	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	90.15	4916.95	No
1025	5023	5023	2393	5136-KCKGI	Female	0	Yes	Yes	33	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	One year	Yes	Mailed check	103.7	3467	Yes
1026	3433	3433	4214	4228-ZGYUW	Male	0	No	No	4	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	90.05	368.1	Yes
1027	3340	3340	2634	6877-TJMBR	Male	0	Yes	No	1	Yes	No	Fiber optic	No	No	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	84.8	84.8	Yes
1028	2373	2373	1588	8152-UOBNY	Female	1	No	No	50	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Electronic check	106.8	5347.95	No
1029	5691	5691	6694	4526-RMTLL	Male	0	Yes	Yes	8	Yes	Yes	DSL	Yes	Yes	No	Yes	No	Yes	Two year	Yes	Credit card (automatic)	76.15	645.8	No
1030	2848	2848	5570	5982-FPVQN	Female	0	Yes	Yes	37	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	95.15	3532.85	No
1031	4539	4539	3924	7716-YTYHG	Female	0	Yes	Yes	48	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	One year	Yes	Mailed check	82.05	4029.95	Yes
1032	1338	1338	43	4671-VJLCL	Female	0	No	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	Yes	Credit card (automatic)	79.85	4861.45	No
1033	1738	1738	3979	7008-LZVOZ	Male	0	Yes	Yes	66	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	25.3	1672.35	No
1034	2311	2311	3580	0260-ZDLGK	Female	0	No	Yes	9	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Mailed check	72.9	651.4	Yes
1035	2453	2453	1999	3858-VOBET	Male	0	No	No	23	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.95	1710.45	Yes
1036	927	927	5761	1116-FRYVH	Female	0	Yes	Yes	48	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	Two year	No	Mailed check	39.4	1978.65	No
1037	4578	4578	1555	9651-GTSAQ	Female	0	Yes	No	53	Yes	No	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	106.1	5769.75	Yes
1038	4430	4430	4345	4302-ZYFEL	Male	0	Yes	Yes	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Credit card (automatic)	20.55	1403.1	No
1039	1490	1490	3786	0064-YIJGF	Male	0	Yes	Yes	27	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	75.75	1929	No
1040	868	868	5200	6050-IJRHS	Female	0	Yes	Yes	70	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	106.5	7397	No
1041	3509	3509	5459	2657-VPXTA	Female	0	Yes	Yes	10	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	88.85	929.45	No
1042	4055	4055	6720	9530-GRMJG	Male	0	Yes	Yes	70	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	84.1	5979.7	No
1043	803	803	4020	4334-HOWRP	Male	1	Yes	No	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	64.95	4546	No
1044	536	536	2829	3999-QGRJH	Male	1	No	No	8	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.7	560.85	Yes
1045	5128	5128	2000	7020-OZKXZ	Female	1	No	No	9	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	No	Credit card (automatic)	75.5	637.4	No
1046	5339	5339	3851	0206-OYVOC	Female	0	Yes	Yes	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	19.25	864.2	No
1047	4119	4119	3899	9278-VZKCD	Female	1	Yes	No	52	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	109.1	5647.95	No
1048	774	774	3047	1550-LOAHA	Female	0	Yes	No	32	Yes	No	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	No	Bank transfer (automatic)	84.15	2585.95	Yes
1049	2948	2948	5023	6653-CBBOM	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.3	70.3	Yes
1050	4521	4521	6120	6218-KNUBD	Male	0	No	No	6	Yes	No	DSL	No	Yes	No	No	Yes	No	Month-to-month	No	Electronic check	59.45	357.6	No
1051	1239	1239	5372	2786-GCDPI	Female	1	No	No	50	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	104.95	5222.35	No
1052	1960	1960	4317	5808-TOTXO	Female	0	No	Yes	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Credit card (automatic)	20.55	57.4	No
1053	3493	3493	6176	0475-RIJEP	Male	0	No	No	43	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	77.85	3365.85	Yes
1054	1474	1474	1647	5442-XSDCW	Male	0	Yes	Yes	11	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	79.5	868.5	Yes
1055	390	390	533	1297-VQDRP	Male	1	Yes	Yes	68	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	107.15	7379.8	No
1056	787	787	889	7549-MYGPK	Female	0	Yes	Yes	63	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	100.55	6215.35	Yes
1057	5862	5862	6736	7558-IMLMT	Male	0	Yes	Yes	67	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	20.8	1411.9	No
1058	5359	5359	3146	4236-XPXAV	Female	0	Yes	Yes	5	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Mailed check	99.15	465.05	Yes
1059	638	638	3745	2645-QTLMB	Male	0	No	No	7	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.25	669	Yes
1060	4139	4139	1980	1960-UYCNN	Male	0	No	No	10	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	95.25	1021.55	No
1061	185	185	705	7133-VBDCG	Female	0	No	No	25	Yes	No	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	79.85	2015.35	Yes
1062	4912	4912	5966	8019-ENHXU	Male	0	Yes	No	42	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	Yes	Month-to-month	Yes	Electronic check	99.45	4138.05	Yes
1063	5241	5241	3709	2103-ZRXFN	Male	0	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	50.75	50.75	No
1064	3161	3161	6647	8722-PRFDV	Female	0	Yes	Yes	71	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	Two year	No	Credit card (automatic)	77.55	5574.35	No
1065	680	680	654	4160-AMJTL	Female	1	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	19.65	164.3	Yes
1066	2369	2369	5914	3099-OONVS	Male	0	Yes	Yes	25	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Electronic check	54.3	1296.8	No
1067	3480	3480	78	0191-ZHSKZ	Male	1	No	No	30	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	74.75	2111.3	No
1068	4338	4338	3415	1625-JAIIY	Female	0	Yes	Yes	68	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	One year	Yes	Electronic check	83.0	5685.8	Yes
1069	2230	2230	5712	8204-TIFGJ	Female	0	No	No	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Bank transfer (automatic)	20.3	470.6	No
1070	485	485	3589	8734-FNWVH	Male	0	Yes	Yes	31	Yes	Yes	DSL	No	No	No	No	No	Yes	Month-to-month	No	Bank transfer (automatic)	59.7	1825.5	No
1071	4616	4616	327	5804-LEPIM	Female	1	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.35	139.05	Yes
1072	4313	4313	2466	7717-BICXI	Male	0	Yes	Yes	60	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.55	1205.05	No
1073	1814	1814	103	5386-THSLQ	Female	1	Yes	No	66	No	No phone service	DSL	No	Yes	Yes	No	Yes	No	One year	No	Bank transfer (automatic)	45.55	3027.25	No
1074	4265	4265	317	2321-OMBXY	Female	0	Yes	Yes	38	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	One year	No	Credit card (automatic)	80.3	3058.65	Yes
1075	5384	5384	3913	8749-TZYEC	Male	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	24.8	1874.3	No
1076	904	904	6116	7445-WMRBW	Female	0	No	No	48	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	One year	Yes	Bank transfer (automatic)	73.85	3581.4	No
1077	2626	2626	1850	3537-RYBHH	Female	1	Yes	No	47	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	67.45	3252	No
1078	3108	3108	264	1950-KSVVJ	Female	0	Yes	No	45	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	No	Mailed check	113.3	5032.25	No
1079	53	53	1195	4468-KAZHE	Female	1	Yes	No	20	Yes	No	DSL	No	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	60.0	1259.35	No
1080	1266	1266	1114	3312-UUMZW	Male	0	Yes	No	32	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	98.85	3145.9	No
1081	5575	5575	3420	8663-UPDGF	Female	0	No	No	26	Yes	Yes	DSL	Yes	Yes	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	69.5	1800.05	No
1082	4298	4298	3681	4433-JCGCG	Male	1	Yes	No	46	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	101.0	4680.05	Yes
1083	2255	2255	4814	7270-BDIOA	Female	0	No	No	22	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	90.0	1993.8	Yes
1084	1420	1420	5978	0239-OXEXL	Female	0	No	No	46	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	No	Mailed check	84.25	3847.6	No
1085	1919	1919	4391	5778-BVOFB	Female	0	No	No	9	Yes	No	DSL	No	No	No	Yes	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	59.5	530.05	No
1086	4536	4536	40	8865-TNMNX	Male	0	Yes	Yes	10	Yes	No	DSL	No	Yes	No	No	No	No	One year	No	Mailed check	49.55	475.7	No
1087	5090	5090	2814	7599-NTMDP	Female	0	Yes	Yes	62	No	No phone service	DSL	Yes	Yes	No	Yes	Yes	No	Two year	No	Bank transfer (automatic)	48.7	3008.55	No
1088	4418	4418	5085	7074-STDCN	Male	0	No	No	39	No	No phone service	DSL	No	No	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	40.6	1494.5	No
1089	553	553	810	2239-JALAW	Male	0	No	No	58	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	103.25	6017.65	Yes
1090	5048	5048	760	4013-GUXND	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.8	20.8	No
1091	5603	5603	562	3701-SFMUH	Male	0	Yes	Yes	7	Yes	No	DSL	Yes	No	No	No	Yes	Yes	Month-to-month	No	Credit card (automatic)	69.7	516.15	No
1092	354	354	6074	3797-VTIDR	Male	0	Yes	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	23.45	23.45	Yes
1093	5070	5070	4637	9470-YFUYI	Male	1	Yes	No	71	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	One year	Yes	Bank transfer (automatic)	71.0	5012.1	No
1094	2878	2878	5382	6229-UOLQL	Male	0	Yes	Yes	56	No	No phone service	DSL	Yes	Yes	No	Yes	Yes	No	One year	Yes	Mailed check	52.0	2884.9	No
1095	3545	3545	6771	1488-SYSFC	Male	0	Yes	Yes	31	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Electronic check	20.65	702.05	No
1096	4309	4309	2	3668-QPYBK	Male	0	No	No	2	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	53.85	108.15	Yes
1097	3044	3044	3917	3871-IKPYH	Male	1	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	69.1	69.1	Yes
1098	1105	1105	3933	5396-IZEPB	Male	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	19.7	180.7	No
1099	2350	2350	4338	9708-HPXWZ	Male	1	No	No	5	No	No phone service	DSL	No	No	Yes	Yes	Yes	No	Month-to-month	No	Credit card (automatic)	45.4	214.75	No
1100	3930	3930	6146	4009-ALQFH	Female	0	No	No	25	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.5	2369.05	Yes
1101	4812	4812	4033	5196-WPYOW	Male	0	Yes	Yes	67	Yes	No	DSL	Yes	Yes	No	Yes	No	No	One year	No	Mailed check	60.05	3994.05	No
1102	1202	1202	6870	3452-SRFEG	Male	0	No	No	49	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	74.6	3720.35	No
1103	5403	5403	6401	0807-ZABDG	Female	0	No	Yes	3	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	55.1	154.65	Yes
1104	622	622	4726	2192-CKRLV	Female	0	Yes	No	72	No	No phone service	DSL	Yes	Yes	Yes	No	No	Yes	Two year	Yes	Electronic check	49.2	3580.95	No
1105	5134	5134	2152	0248-IPDFW	Female	0	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	50.1	50.1	No
1106	3325	3325	2085	8290-YWKHZ	Female	1	Yes	No	32	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	93.2	2931	Yes
1107	1759	1759	6909	9108-EJFJP	Female	0	Yes	No	1	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	53.55	53.55	No
1108	4569	4569	1387	7684-XSZIY	Male	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.3	1643.25	No
1109	4329	4329	4321	5599-HVLTW	Female	1	No	No	14	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	80.35	1058.1	No
1110	3322	3322	4475	4693-VWVBO	Female	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	19.55	61.05	No
1111	4749	4749	6483	3644-QXEHN	Male	0	Yes	Yes	13	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	No	Electronic check	97.0	1334.45	No
1112	3160	3160	1011	6614-YOLAC	Female	0	Yes	Yes	71	No	No phone service	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	No	Mailed check	58.65	4145.25	No
1113	2769	2769	2088	6784-XYJAE	Female	0	No	No	36	Yes	Yes	DSL	No	No	Yes	No	No	No	One year	No	Electronic check	55.8	1941.5	No
1114	4398	4398	3587	6210-KBBPI	Male	1	No	No	9	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	99.45	919.4	Yes
1115	1727	1727	3995	0618-XWMSS	Male	0	No	Yes	28	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	74.9	2068.55	Yes
1116	2483	2483	3119	5307-DZCVC	Female	1	Yes	No	32	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	85.95	2628.6	Yes
1117	408	408	5244	6233-HXJMX	Female	0	No	No	45	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	89.3	4192.15	No
1118	5682	5682	4061	1629-DQQVB	Female	0	No	No	14	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	50.1	709.5	No
1119	1428	1428	92	7233-PAHHL	Male	0	Yes	Yes	66	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Mailed check	84.0	5714.25	No
1120	3662	3662	2401	1089-HDMKP	Male	1	No	Yes	11	Yes	No	DSL	No	Yes	No	Yes	No	No	Month-to-month	Yes	Electronic check	54.55	601.25	No
1121	4189	4189	6506	5889-LFOLL	Female	0	No	No	13	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	84.6	1115.2	Yes
1122	1077	1077	1350	4102-HLENU	Female	0	Yes	No	67	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	Two year	No	Mailed check	65.65	4322.85	No
1123	2531	2531	3211	4359-INNWN	Female	0	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	20.05	337.9	No
1124	4282	4282	974	0604-THJFP	Female	0	Yes	Yes	59	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	75.95	4542.35	No
1125	1912	1912	220	9408-SSNVZ	Female	0	No	No	4	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.15	268.35	Yes
1126	2959	2959	4902	5092-STPKP	Female	0	No	No	24	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Credit card (automatic)	56.35	1381.2	No
1127	1256	1256	3807	8625-AZYZY	Male	0	Yes	No	24	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	104.65	2542.45	Yes
1128	5863	5863	5618	9932-WBWIK	Male	0	No	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.35	215.25	No
1129	1999	1999	85	4445-ZJNMU	Male	0	No	No	9	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	99.3	918.75	No
1130	5985	5985	860	4795-UXVCJ	Male	0	No	No	26	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.8	457.3	No
1131	4520	4520	2969	1163-VIPRI	Female	0	Yes	Yes	65	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Electronic check	109.3	7337.55	No
1132	5508	5508	574	6030-REHUX	Female	1	Yes	No	28	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	110.85	3204.4	No
1133	1127	1127	109	2848-YXSMW	Male	0	Yes	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.4	1363.25	No
1134	1387	1387	3879	7359-PTSXY	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	45.75	45.75	Yes
1135	5327	5327	595	0719-SYFRB	Female	0	No	No	12	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	Month-to-month	Yes	Mailed check	61.65	713.75	Yes
1136	4426	4426	628	2469-DTSGX	Female	1	No	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Electronic check	111.65	7943.45	No
1137	3726	3726	4145	8474-UMLNT	Female	0	No	No	13	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	Month-to-month	No	Bank transfer (automatic)	67.8	842.25	No
1138	1760	1760	6587	7426-GSWPO	Male	1	No	No	64	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	103.5	6548.65	No
1139	67	67	4382	2277-VWCNI	Female	1	No	No	4	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	48.75	179.85	No
1140	3069	3069	6798	7562-UXTPG	Female	0	No	No	13	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	70.15	886.7	No
1141	4241	4241	556	2654-VBVPB	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	19.9	19.9	No
1142	1366	1366	1874	5129-HHMZC	Female	0	Yes	No	43	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	No	Credit card (automatic)	86.45	3574.5	No
1143	4154	4154	3778	9631-XEYKE	Male	0	No	No	3	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	50.4	137.25	No
1144	1376	1376	5330	5747-PMBSQ	Male	1	Yes	No	10	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Mailed check	92.5	934.1	Yes
1145	4570	4570	6605	7632-MNYOY	Male	1	No	No	66	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	No	Credit card (automatic)	110.9	7432.05	Yes
1146	5868	5868	5248	3239-TPHPZ	Female	0	Yes	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Electronic check	20.05	264.55	No
1147	3491	3491	5846	3370-HXOPH	Female	0	No	No	3	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	76.1	257.6	No
1148	85	85	4270	2167-FQSTQ	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	92.4	6786.1	No
1149	3046	3046	839	4625-LAMOB	Male	0	No	No	44	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.4	905.55	No
1150	248	248	4634	9426-SXNHE	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	18.75	53.15	No
1151	3902	3902	1274	7182-OVLBJ	Female	0	Yes	Yes	62	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	101.15	6638.35	No
1152	3641	3641	6500	9236-NDUCW	Female	0	No	No	21	No	No phone service	DSL	Yes	No	No	Yes	No	No	Two year	No	Mailed check	35.1	770.4	No
1153	4504	4504	6200	7328-ZJAJO	Female	0	Yes	Yes	59	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.5	1222.65	No
1154	5109	5109	1823	8496-EJAUI	Male	0	No	No	19	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	73.85	1424.5	Yes
1155	712	712	6189	4718-WXBGI	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	91.95	6614.9	No
1156	4612	4612	5871	0733-VUNUW	Male	0	No	No	24	Yes	Yes	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	55.65	1400.55	Yes
1157	930	930	4458	2037-SGXHH	Male	0	Yes	Yes	38	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	94.65	3624.3	Yes
1158	809	809	4690	7036-ZZKBD	Male	0	Yes	No	31	Yes	No	DSL	No	No	Yes	Yes	No	Yes	Month-to-month	Yes	Credit card (automatic)	66.4	2019.8	No
1159	3389	3389	1368	6250-CGGUN	Male	0	No	No	54	Yes	No	Fiber optic	Yes	No	Yes	Yes	No	No	One year	No	Electronic check	84.4	4484.05	No
1160	724	724	2510	3707-GNWHM	Male	0	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	74.25	74.25	Yes
1161	1437	1437	3857	3675-EQOZA	Male	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	20.65	93.55	No
1162	501	501	2024	8272-ONJLV	Male	0	No	No	12	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	One year	No	Electronic check	95.7	1184	No
1163	4357	4357	1165	6479-OAUSD	Male	0	No	No	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.9	510.8	No
1164	2275	2275	5654	1576-PFZIW	Male	1	Yes	No	70	Yes	No	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Two year	No	Credit card (automatic)	105.35	7511.9	No
1165	5043	5043	4455	8280-MQRQN	Female	0	No	No	1	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	50.45	50.45	Yes
1166	1997	1997	5985	3585-YNADK	Female	0	Yes	No	57	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	One year	No	Bank transfer (automatic)	74.6	4368.95	No
1167	3669	3669	4153	5214-CHIWJ	Male	0	No	No	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.3	595.05	No
1168	1068	1068	4993	5360-XGYAZ	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	65.65	4664.5	No
1169	4349	4349	4494	0225-ZORZP	Male	0	No	No	3	Yes	No	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	No	Electronic check	84.3	235.05	No
1170	5033	5033	1969	5110-CHOPY	Female	0	No	No	60	No	No phone service	DSL	Yes	No	Yes	No	Yes	Yes	Two year	No	Electronic check	53.6	3237.05	No
1171	1872	1872	1957	5619-PTMIK	Female	0	Yes	No	46	Yes	Yes	DSL	Yes	No	No	No	No	No	Month-to-month	No	Electronic check	53.1	2459.8	No
1172	368	368	6203	1090-PYKCI	Female	0	Yes	Yes	69	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	One year	Yes	Credit card (automatic)	105.1	7234.8	No
1173	3970	3970	529	0356-OBMAC	Female	1	No	No	56	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	No	Two year	Yes	Bank transfer (automatic)	99.9	5706.3	No
1174	4989	4989	364	3583-KRKMD	Male	0	No	No	18	Yes	No	Fiber optic	No	No	No	Yes	No	No	Month-to-month	Yes	Bank transfer (automatic)	75.9	1373.05	No
1175	3239	3239	1974	1024-VRZHF	Male	0	Yes	No	11	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.95	825.7	Yes
1176	1768	1768	5875	2296-DKZFP	Female	0	Yes	No	65	Yes	No	DSL	Yes	Yes	Yes	No	No	Yes	Two year	No	Bank transfer (automatic)	71.0	4386.2	No
1177	2913	2913	2395	6486-LHTMA	Female	1	Yes	No	31	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	One year	Yes	Electronic check	90.7	2835.5	No
1178	364	364	4166	5917-RYRMG	Male	1	No	No	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.8	587.7	No
1179	5912	5912	3152	9909-DFRJA	Female	0	No	No	26	Yes	No	Fiber optic	Yes	No	Yes	Yes	No	Yes	One year	Yes	Bank transfer (automatic)	95.85	2475.35	No
1180	5069	5069	4854	1337-BOZWO	Male	0	Yes	Yes	18	No	No phone service	DSL	No	Yes	Yes	No	Yes	No	One year	No	Credit card (automatic)	46.4	812.4	No
1181	748	748	751	9477-LGWQI	Male	0	Yes	Yes	70	Yes	No	DSL	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Credit card (automatic)	80.15	5600.15	No
1182	2729	2729	1236	5835-BEQEU	Male	0	No	No	3	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	76.95	228.4	Yes
1183	4926	4926	1160	6242-MBHPK	Female	1	Yes	No	23	Yes	No	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.1	2326.05	No
1184	1834	1834	5166	2252-JHJGE	Male	0	No	No	61	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	One year	No	Electronic check	104.0	6363.45	No
1185	685	685	2337	4612-THJBS	Female	1	No	No	56	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	104.75	5510.65	Yes
1186	190	190	5547	9611-CTWIH	Female	0	No	No	3	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	89.45	240.45	Yes
1187	747	747	4940	3703-KBKZP	Male	1	No	No	16	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	74.45	1261.35	No
1188	221	221	3985	7130-CTCUS	Male	1	Yes	No	16	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	54.55	825.1	No
1189	4016	4016	3702	4818-QIUFN	Female	1	No	No	20	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	79.15	1520.9	Yes
1190	1009	1009	6637	1122-YJBCS	Male	0	Yes	No	69	Yes	No	DSL	Yes	Yes	No	No	No	No	One year	Yes	Credit card (automatic)	53.65	3804.4	No
1191	1787	1787	6928	5306-BVTKJ	Male	0	Yes	Yes	48	Yes	No	DSL	No	Yes	Yes	No	No	No	One year	Yes	Credit card (automatic)	55.8	2651.2	No
1192	1412	1412	1126	0927-LCSMG	Male	0	No	No	7	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	No	Mailed check	74.65	544.55	Yes
1193	2084	2084	6753	4114-QMKVN	Female	0	Yes	Yes	56	Yes	Yes	DSL	Yes	Yes	No	No	No	Yes	One year	No	Bank transfer (automatic)	68.75	3815.4	No
1194	2490	2490	5862	9584-EXCDZ	Female	0	No	No	17	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	70.5	1165.6	No
1195	1385	1385	2104	3106-ULWFW	Female	0	Yes	No	8	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	85.2	627.4	Yes
1196	5155	5155	9	6388-TABGU	Male	0	No	Yes	62	Yes	No	DSL	Yes	Yes	No	No	No	No	One year	No	Bank transfer (automatic)	56.15	3487.95	No
1197	4584	4584	4841	9058-MJLZC	Female	0	No	No	24	Yes	No	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.6	2283.15	No
1198	4498	4498	7035	8456-QDAVC	Male	0	No	No	19	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	78.7	1495.1	No
1199	3908	3908	1579	9391-EOYLI	Male	1	Yes	No	12	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	80.45	950.2	Yes
1200	1271	1271	6654	1925-TIBLE	Female	0	Yes	No	7	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	86.5	582.5	Yes
1201	1021	1021	4888	4393-RYCRE	Male	0	No	No	44	Yes	No	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	106.05	4510.8	No
1202	3830	3830	3173	9766-HGEDE	Female	0	Yes	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.35	307	No
1203	5424	5424	4646	5032-MIYKT	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	70.7	70.7	No
1204	4963	4963	3283	1085-LDWAM	Female	0	Yes	Yes	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Credit card (automatic)	20.35	1442.65	No
1205	1232	1232	2258	9150-HEPMB	Male	0	No	No	56	Yes	No	DSL	Yes	No	Yes	No	No	No	One year	No	Mailed check	52.7	3019.7	No
1206	2016	2016	3821	1833-VGRUM	Female	1	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.2	74.2	Yes
1207	3018	3018	4705	5760-FXFVO	Male	0	No	No	6	Yes	No	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	78.95	494.95	No
1208	2768	2768	1793	4193-IBKSW	Male	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.75	1769.6	No
1209	836	836	3866	3129-AAQOU	Female	0	Yes	Yes	19	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.6	485.9	No
1210	1148	1148	3980	8868-WOZGU	Male	0	No	No	28	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.7	2979.5	Yes
1211	2661	2661	4568	3709-OIJEA	Male	0	No	No	26	Yes	No	Fiber optic	No	Yes	Yes	Yes	No	No	One year	Yes	Electronic check	85.2	2184.6	No
1212	1439	1439	2377	9308-ANMVE	Male	0	No	Yes	47	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	55.3	2654.05	No
1213	1784	1784	1151	8992-CEUEN	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	18.85	18.85	No
1214	2617	2617	2217	0839-JTCUD	Female	0	Yes	Yes	66	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	89.9	5958.85	No
1215	5582	5582	1069	8883-GRDWQ	Male	1	No	No	20	Yes	No	DSL	Yes	No	No	Yes	No	No	One year	No	Mailed check	54.0	1055.9	No
1216	182	182	6280	0489-WMEMG	Female	0	No	Yes	23	Yes	No	DSL	No	No	No	Yes	No	No	One year	Yes	Electronic check	49.45	1119.35	No
1217	382	382	3306	9643-AVVWI	Female	0	Yes	Yes	3	Yes	No	Fiber optic	No	Yes	No	Yes	No	No	Month-to-month	Yes	Electronic check	80.0	241.3	No
1218	1487	1487	2847	6985-HAYWX	Female	0	Yes	No	26	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	79.3	2015.8	No
1219	3914	3914	3178	2834-SPCJV	Male	0	Yes	No	52	Yes	No	Fiber optic	Yes	No	No	No	Yes	No	Month-to-month	No	Electronic check	84.1	4348.65	Yes
1220	1695	1695	6405	5298-GSTLM	Female	1	No	No	60	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	101.4	6176.6	No
1221	3654	3654	4987	5846-ABOBJ	Male	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.45	1730.65	No
1222	3112	3112	6043	6338-AVWCY	Male	0	No	No	3	No	No phone service	DSL	No	No	Yes	No	Yes	No	Month-to-month	Yes	Mailed check	40.15	130.75	Yes
1223	706	706	2345	7874-ECPQJ	Female	0	No	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Bank transfer (automatic)	20.05	85.5	No
1224	1423	1423	831	9650-VBUOG	Male	0	Yes	Yes	38	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	25.05	963.95	No
1225	5323	5323	4492	3120-FAZKD	Male	0	Yes	Yes	54	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	24.05	1230.9	No
1226	3634	3634	5703	0795-XCCTE	Male	1	No	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	25.4	1809.35	No
1227	5196	5196	3637	4083-EUGRJ	Male	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.25	178.5	Yes
1228	3682	3682	707	8329-UTMVM	Male	1	No	No	27	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	104.65	2964	No
1229	4132	4132	3610	2612-RANWT	Female	0	No	No	12	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	100.15	1164.3	Yes
1230	1774	1774	6161	4343-EJVQB	Male	0	No	No	7	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	74.35	533.6	No
1231	3712	3712	3503	9821-BESNZ	Male	0	No	No	66	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Electronic check	104.25	6860.6	No
1232	2636	2636	5747	9730-DRTMJ	Male	0	Yes	No	32	Yes	Yes	DSL	Yes	No	No	Yes	Yes	No	One year	Yes	Credit card (automatic)	72.8	2333.05	No
1233	5745	5745	4097	9974-JFBHQ	Male	0	No	Yes	64	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	99.15	6171.2	No
1234	1757	1757	4320	5324-KTGCG	Male	0	Yes	No	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Electronic check	20.85	1539.75	No
1235	5901	5901	4798	4948-WBBKL	Female	1	No	No	36	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	74.9	2659.45	No
1236	457	457	6140	0178-CIIKR	Female	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.95	58	No
1237	358	358	2722	4635-EJYPD	Male	0	Yes	Yes	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	18.95	613.95	No
1238	441	441	252	9514-JDSKI	Male	1	Yes	No	1	No	No phone service	DSL	No	Yes	No	No	Yes	No	Month-to-month	No	Electronic check	40.2	40.2	Yes
1239	1640	1640	6111	9812-GHVRI	Female	0	No	No	40	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Bank transfer (automatic)	83.85	3532.25	No
1240	3289	3289	4348	6121-VZNQB	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.1	19.1	Yes
1241	2072	2072	6229	6631-HMANX	Male	0	Yes	No	72	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	85.45	6227.5	No
1242	2752	2752	1563	3223-DWFIO	Male	1	No	No	4	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	69.35	261.65	No
1243	929	929	7005	9347-AERRL	Male	0	Yes	No	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.3	486.2	No
1244	663	663	5077	8314-HTWVE	Female	0	Yes	Yes	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.85	144.15	No
1245	5816	5816	1757	6950-TWMYB	Male	0	Yes	Yes	54	Yes	No	Fiber optic	No	Yes	No	Yes	No	No	Two year	Yes	Bank transfer (automatic)	79.95	4362.05	No
1246	5616	5616	6780	3640-JQGJG	Male	0	Yes	Yes	13	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	44.8	559.2	No
1247	482	482	893	9227-LUNBG	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	24.6	24.6	Yes
1248	5930	5930	5393	5376-DEQCP	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.6	70.6	Yes
1249	3150	3150	484	5949-XIKAE	Female	0	Yes	Yes	8	Yes	No	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	83.55	680.05	Yes
1250	1879	1879	4402	9039-RBEEE	Male	0	No	No	39	No	No phone service	DSL	Yes	Yes	No	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	48.95	1880.85	Yes
1251	3001	3001	3447	9762-YAQAA	Male	0	No	No	39	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	One year	No	Credit card (automatic)	81.4	3213.75	No
1252	2604	2604	7012	6691-CCIHA	Female	0	Yes	No	62	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	Yes	Electronic check	84.95	5150.55	No
1253	3411	3411	5444	1833-TCXKK	Male	0	Yes	No	45	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	107.75	4882.8	No
1254	1888	1888	278	8645-KWHJO	Male	0	No	No	14	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	55.0	771.95	No
1255	3955	3955	3052	5151-HQRDG	Male	0	Yes	No	37	Yes	Yes	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Mailed check	55.05	2030.75	No
1256	2974	2974	6640	3315-IKYZQ	Male	0	Yes	Yes	28	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	No	One year	No	Mailed check	50.8	1386.8	No
1257	4459	4459	329	2739-CACDQ	Female	1	No	No	17	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	82.65	1470.05	No
1258	3848	3848	4440	3397-AVTKU	Male	0	No	No	43	Yes	No	DSL	No	Yes	No	No	No	Yes	Two year	Yes	Electronic check	60.0	2548.55	No
1259	5148	5148	4469	6893-ODYYE	Male	0	No	No	50	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	No	No	One year	Yes	Credit card (automatic)	90.1	4549.45	No
1260	421	421	3080	1777-JYQPJ	Male	0	No	No	2	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	24.3	38.45	No
1261	4837	4837	4820	5641-DMBFJ	Female	0	Yes	No	58	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	84.3	4916.4	No
1262	4786	4786	2336	3211-ILJTT	Male	0	Yes	No	17	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	70.4	1214.05	Yes
1263	2861	2861	1159	4086-YQSNZ	Female	1	Yes	No	3	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	80.4	224.05	Yes
1264	767	767	1203	9087-EYCPR	Female	0	No	No	60	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.0	1505.05	No
1265	5365	5365	616	6464-KEXXH	Male	0	No	No	8	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	25.25	186.3	No
1266	5140	5140	5336	9441-QHEVC	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.1	19.1	No
1267	3416	3416	2230	5242-UOWHD	Male	0	Yes	Yes	45	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.35	929.2	No
1268	5319	5319	395	2977-CEBSX	Female	0	No	No	66	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	90.05	5965.95	No
1269	5599	5599	6170	2220-IAHLS	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	19.4	19.4	No
1270	2939	2939	342	7520-HQWJU	Female	0	Yes	Yes	66	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	67.45	4508.65	No
1271	1404	1404	5940	9711-FJTBX	Male	0	Yes	Yes	56	Yes	No	Fiber optic	No	Yes	Yes	Yes	No	No	One year	Yes	Mailed check	85.85	4793.8	No
1272	3052	3052	5470	6726-NNFWD	Female	1	Yes	No	71	Yes	No	Fiber optic	No	Yes	Yes	No	No	Yes	Two year	No	Credit card (automatic)	89.45	6435.25	No
1273	5183	5183	5127	8199-ZLLSA	Male	0	No	No	67	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	118.35	7804.15	Yes
1274	1496	1496	6402	8510-TMWYB	Female	0	Yes	Yes	54	Yes	Yes	DSL	No	Yes	Yes	No	No	No	Two year	Yes	Bank transfer (automatic)	59.8	3246.45	No
1275	857	857	748	6425-JWTDV	Male	0	Yes	No	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.25	855.1	No
1276	3450	3450	3694	1150-WFARN	Female	0	Yes	Yes	67	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	108.75	7156.2	Yes
1277	925	925	3661	1142-IHLOO	Female	0	No	No	51	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	One year	No	Credit card (automatic)	87.55	4475.9	No
1278	2184	2184	883	3199-NPKCN	Female	0	Yes	No	67	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	111.25	7511.65	No
1279	1150	1150	1654	2967-MXRAV	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	18.8	18.8	No
1280	5075	5075	1331	7537-RBWEA	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	25.15	25.15	No
1281	5474	5474	3675	9753-OYLBX	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.5	20.5	No
1282	2760	2760	1289	9968-FFVVH	Male	0	No	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	One year	No	Bank transfer (automatic)	68.8	4111.35	No
1283	5283	5283	1542	9798-OPFEM	Female	0	No	No	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Electronic check	21.1	937.1	No
1284	3628	3628	6246	7054-DMVAS	Male	0	No	No	54	Yes	No	DSL	Yes	Yes	No	No	Yes	No	Two year	Yes	Bank transfer (automatic)	65.3	3512.9	No
1285	4739	4739	5443	7109-MFBYV	Male	0	No	No	26	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	45.45	1233.15	No
1286	1073	1073	3912	3882-IYOIJ	Female	0	Yes	Yes	60	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	115.25	6758.45	No
1287	5696	5696	1843	3173-WSSUE	Female	0	Yes	Yes	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.7	1415.85	No
1288	4619	4619	4408	2824-DXNKN	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	No	Yes	No	Two year	Yes	Bank transfer (automatic)	71.45	5025.85	No
1289	5159	5159	255	4111-BNXIF	Female	0	Yes	Yes	67	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	59.55	4103.9	No
1290	4246	4246	5797	1169-WCVAK	Male	0	Yes	No	19	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	88.8	1672.35	No
1291	4561	4561	2768	1429-UYJSV	Female	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.7	260.9	No
1292	5258	5258	1827	2959-EEXWB	Female	0	Yes	Yes	45	No	No phone service	DSL	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	50.9	2333.85	No
1293	1522	1522	644	8404-VLQFB	Female	0	Yes	Yes	15	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Electronic check	25.25	394.85	No
1294	687	687	773	5842-POCOP	Female	0	Yes	No	5	Yes	No	Fiber optic	Yes	No	Yes	No	No	Yes	Month-to-month	Yes	Mailed check	88.9	454.15	Yes
1295	4596	4596	774	2037-XJFUP	Male	0	Yes	No	33	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Electronic check	95.8	3036.75	Yes
1296	5530	5530	524	8397-MVTAZ	Male	0	Yes	No	34	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.05	3480	Yes
1297	5464	5464	1012	7426-RHZGU	Male	0	No	No	9	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	95.9	827.45	No
1298	4375	4375	6828	2005-DWQZJ	Female	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.05	201.7	No
1299	4753	4753	345	0021-IKXGC	Female	1	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	72.1	72.1	No
1300	3323	3323	1080	0301-KOBTQ	Male	0	No	No	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	20.05	614.45	No
1301	1230	1230	3135	4803-AXVYP	Female	1	No	No	38	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	99.55	3734.25	Yes
1302	4670	4670	3432	8174-TBVCF	Female	0	Yes	No	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	94.8	6859.05	No
1303	3562	3562	6109	8654-DHAOW	Female	0	No	No	2	Yes	Yes	DSL	No	Yes	No	No	No	No	Month-to-month	No	Mailed check	54.15	101.65	No
1304	3552	3552	4793	2284-VFLKH	Male	0	Yes	No	49	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	99.25	4920.8	No
1305	2887	2887	4990	4647-XXZAM	Female	0	Yes	Yes	6	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	45.5	285.2	No
1306	4466	4466	4197	5934-RMPOV	Female	0	No	Yes	22	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	84.75	1816.75	No
1307	4382	4382	6987	5981-ZVXOT	Female	1	No	No	35	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	108.35	3726.15	No
1308	1530	1530	5656	7312-XSBAT	Male	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	No	Electronic check	49.75	49.75	No
1309	1793	1793	1099	6921-OZMFH	Male	0	Yes	Yes	5	Yes	Yes	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	55.7	259.4	No
1310	853	853	6049	7634-HLQJR	Female	0	Yes	Yes	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.05	1016.7	No
1311	3295	3295	6677	1442-BQPVU	Female	0	No	No	13	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	29.15	357.15	No
1312	3713	3713	5086	3705-PSNGL	Male	0	No	No	45	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Electronic check	20.4	930.45	Yes
1313	5836	5836	5056	3262-EIDHV	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	84.7	5893.9	No
1314	1280	1280	4519	0103-CSITQ	Female	0	Yes	No	57	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	109.4	6252.7	No
1315	1992	1992	4108	2650-GYRYL	Male	0	Yes	Yes	33	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Bank transfer (automatic)	19.45	600.25	No
1316	3957	3957	2340	0234-TEVTT	Female	0	Yes	Yes	48	No	No phone service	DSL	Yes	No	Yes	No	No	Yes	One year	No	Credit card (automatic)	45.0	2196.3	No
1317	3311	3311	4562	5322-TEUJK	Female	0	Yes	Yes	71	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	114.6	8100.25	No
1318	1324	1324	5378	5320-BRKGK	Female	0	Yes	Yes	58	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	Two year	No	Mailed check	75.8	4415.75	No
1319	4615	4615	3310	9885-CSMWE	Female	1	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	78.45	78.45	Yes
1320	3865	3865	128	3930-ZGWVE	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.75	19.75	No
1321	615	615	3066	5652-MSDEY	Female	0	No	No	10	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	75.75	777.3	No
1322	369	369	5285	9479-HYNYL	Female	0	Yes	No	71	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	80.7	5705.05	No
1323	2658	2658	1829	3030-YDNRM	Male	0	No	No	8	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.85	572.45	No
1324	2844	2844	1800	6650-VJONK	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	43.85	43.85	No
1325	1441	1441	3532	9474-PHLYD	Female	0	No	No	15	Yes	No	DSL	No	No	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	59.45	892.65	Yes
1326	3117	3117	3711	4877-TSOFF	Female	0	Yes	Yes	55	Yes	Yes	DSL	Yes	Yes	No	Yes	No	Yes	One year	Yes	Bank transfer (automatic)	75.75	4264.25	No
1327	3544	3544	1638	8883-ANODQ	Female	0	Yes	Yes	68	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Two year	Yes	Credit card (automatic)	84.4	5746.75	No
1328	4936	4936	6788	1760-CAZHT	Male	0	No	Yes	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.8	460.2	No
1329	5686	5686	6616	9600-NAXZN	Male	0	No	No	43	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	101.4	4528	Yes
1330	2324	2324	1464	4283-IVYCI	Male	0	No	No	9	Yes	No	DSL	Yes	No	No	Yes	No	Yes	Month-to-month	No	Mailed check	64.95	547.8	No
1331	1046	1046	71	0731-EBJQB	Female	0	Yes	Yes	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Electronic check	20.4	1090.65	No
1332	5414	5414	3730	6771-XWBDM	Female	0	Yes	No	57	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	104.5	5921.35	Yes
1333	3233	3233	3253	8123-QBNAZ	Female	0	Yes	Yes	36	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	104.5	3684.95	No
1334	4021	4021	749	8405-IGQFX	Female	0	No	No	63	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	No	One year	Yes	Credit card (automatic)	90.05	5817	No
1335	4925	4925	6126	9190-MFJLN	Male	1	No	No	19	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	95.9	1777.9	Yes
1336	3254	3254	4647	7396-VJUZB	Male	0	Yes	Yes	4	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	45.25	155.35	No
1337	5725	5725	3255	4827-LTQRJ	Female	1	Yes	Yes	66	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	110.6	7210.85	No
1338	1359	1359	4556	3750-CKVKH	Male	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	67.75	116.65	Yes
1339	3304	3304	1132	5293-WXJAK	Female	1	Yes	No	11	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	104.05	1133.65	Yes
1340	5512	5512	853	7905-TVXTA	Female	0	No	No	5	Yes	No	DSL	Yes	No	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	64.35	352.65	No
1341	2587	2587	4839	3070-DVEYC	Male	1	No	No	7	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Mailed check	73.75	545.15	Yes
1342	5823	5823	1484	2277-BKJKN	Female	1	Yes	No	71	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Electronic check	99.2	7213.75	No
1343	149	149	1805	7860-KSUGX	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	Two year	No	Credit card (automatic)	64.45	4720	No
1344	5195	5195	3330	8276-MQBYC	Male	1	No	No	51	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	97.8	4913.3	Yes
1345	4510	4510	4788	9102-OXKFY	Male	0	No	No	59	Yes	Yes	DSL	No	No	Yes	No	No	No	Two year	No	Credit card (automatic)	54.15	3116.15	No
1346	5604	5604	3436	0428-AXXLJ	Male	0	No	No	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Bank transfer (automatic)	19.5	516.3	No
1347	4738	4738	2935	9435-JMLSX	Male	0	Yes	No	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	86.1	6045.9	No
1348	5569	5569	5088	1399-OUPJN	Female	0	Yes	Yes	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.75	1272.05	No
1349	2718	2718	5482	6289-CPNLD	Male	0	Yes	Yes	33	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	One year	Yes	Mailed check	73.9	2405.05	Yes
1350	4001	4001	4540	6728-WYQBC	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	20.95	20.95	No
1351	3240	3240	162	4482-EWFMI	Female	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.7	135.2	No
1352	3639	3639	4443	2672-OJQZP	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	44.75	44.75	No
1353	3410	3410	3243	3665-JATSN	Female	0	No	No	19	No	No phone service	DSL	No	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	39.7	710.05	No
1354	516	516	5867	2428-HYUNX	Male	1	Yes	No	44	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	19.35	847.25	No
1355	2720	2720	3365	3865-ZFZIB	Male	0	No	No	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.65	358.15	No
1356	5776	5776	1282	6260-ONULR	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Mailed check	62.8	62.8	No
1357	1173	1173	627	6797-UCJHZ	Female	1	Yes	No	66	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	No	Credit card (automatic)	104.6	6819.45	No
1358	2530	2530	6030	2027-OAQQC	Female	0	No	No	43	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	49.05	2076.2	Yes
1359	4841	4841	3850	6418-HNFED	Male	0	Yes	No	51	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	83.25	4089.45	No
1360	4137	4137	6789	7839-QRKXN	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	20.2	20.2	Yes
1361	4913	4913	3	7795-CFOCW	Male	0	No	No	45	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	One year	No	Bank transfer (automatic)	42.3	1840.75	No
1362	946	946	6347	7718-RXDGG	Male	0	Yes	No	15	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	68.6	1108.6	No
1363	5242	5242	6494	4310-KEDTB	Female	0	No	Yes	26	No	No phone service	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	29.8	786.5	No
1364	1652	1652	6415	8224-UAXBZ	Female	0	Yes	No	58	No	No phone service	DSL	Yes	Yes	No	No	Yes	No	One year	Yes	Electronic check	45.35	2540.1	No
1365	2466	2466	4712	7550-WIQVA	Male	0	Yes	Yes	50	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	108.25	5431.4	No
1366	2653	2653	3699	1137-DGOWI	Female	0	Yes	No	30	Yes	No	DSL	No	Yes	Yes	Yes	No	Yes	One year	No	Bank transfer (automatic)	70.25	2198.9	No
1367	692	692	2996	6620-JDYNW	Female	0	No	No	18	Yes	Yes	DSL	Yes	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	60.6	1156.35	No
1368	3657	3657	3619	6479-VDGRK	Female	0	Yes	Yes	72	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	85.3	6129.2	No
1369	289	289	5973	2324-EFHVG	Male	0	No	No	64	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	104.4	6692.65	No
1370	3086	3086	5218	2923-ARZLG	Male	0	Yes	Yes	0	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	19.7		No
1371	4203	4203	5084	8966-OIQHG	Female	0	Yes	Yes	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	20.75	452.35	No
1372	2796	2796	5291	1334-PDUKM	Female	0	Yes	No	68	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	One year	No	Credit card (automatic)	86.45	5762.95	No
1373	4934	4934	5622	4391-RESHN	Male	0	No	No	23	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Mailed check	104.05	2470.1	Yes
1374	4604	4604	4547	5339-TJFEK	Male	0	Yes	Yes	62	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.5	6487.2	No
1375	2343	2343	6588	3389-KTRXV	Female	0	Yes	Yes	23	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	23.85	625.65	No
1376	61	61	376	6158-HDPXZ	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	25.35	25.35	No
1377	4602	4602	164	2907-ILJBN	Female	0	Yes	Yes	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.6	233.9	No
1378	3579	3579	1048	2829-HYVZP	Male	0	No	No	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	19.8	572.2	No
1379	832	832	5020	5231-FIQPA	Female	0	No	No	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	19.85	810.45	No
1380	2552	2552	1237	2788-CJQAQ	Male	0	No	No	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.45	270.2	No
1381	3010	3010	5996	5656-JAMLX	Male	0	No	No	62	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.85	1253.65	No
1382	1907	1907	3128	2739-CCZMB	Male	0	No	Yes	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	20.35	122	No
1383	934	934	2183	6844-DZKRF	Male	0	No	No	2	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	50.2	109.25	No
1384	4400	4400	38	5380-WJKOV	Male	0	No	No	34	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	106.35	3549.25	Yes
1385	3798	3798	3848	8805-JNRAZ	Female	0	No	No	2	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Mailed check	49.2	103.7	No
1386	4413	4413	1466	8205-MQUGY	Male	0	Yes	Yes	12	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	49.2	571.15	No
1387	3074	3074	155	6551-GNYDG	Female	0	Yes	Yes	14	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	80.9	1152.8	No
1388	4100	4100	4167	5120-ZBLAI	Female	0	Yes	No	50	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	One year	No	Bank transfer (automatic)	75.7	3876.2	No
1389	589	589	2225	1153-GNOLC	Male	0	No	No	33	No	No phone service	DSL	No	Yes	No	No	Yes	No	One year	Yes	Electronic check	39.1	1309	No
1390	2566	2566	1627	5035-BVCXS	Male	0	No	No	11	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	75.9	866.4	No
1391	590	590	4121	0576-WNXXC	Male	1	Yes	No	27	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	95.55	2510.2	Yes
1392	1144	1144	4928	2718-GAXQD	Female	1	Yes	Yes	4	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	46.0	181.6	Yes
1393	4380	4380	813	3551-GAEGL	Male	0	Yes	Yes	34	No	No phone service	DSL	Yes	No	No	No	No	No	One year	No	Bank transfer (automatic)	30.4	938.65	No
1394	3412	3412	4083	0324-BRPCJ	Female	1	Yes	No	68	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.2	6851.65	Yes
1395	4770	4770	2891	0495-RVCBF	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	79.7	79.7	Yes
1396	5764	5764	3743	2391-SOORI	Male	0	No	Yes	4	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	No	Electronic check	49.35	219.65	Yes
1397	4319	4319	2736	0924-BJCRC	Female	1	Yes	No	60	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	No	Electronic check	89.45	5294.6	No
1398	5943	5943	3005	0516-QREYC	Female	1	No	No	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	20.3	459.95	No
1399	258	258	2887	5696-QURRL	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	45.05	45.05	Yes
1400	1991	1991	4883	5233-GEEAX	Male	1	No	No	8	No	No phone service	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	29.4	221.9	Yes
1401	3709	3709	6024	5095-AESKG	Female	0	Yes	No	3	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	91.5	242.95	Yes
1402	3434	3434	377	9601-BRXPO	Female	0	Yes	No	25	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	104.95	2566.5	Yes
1403	3008	3008	2723	1866-ZSLJM	Male	0	No	No	21	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	20.5	402.85	No
1404	607	607	4151	7733-UDMTP	Female	1	No	No	57	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	55.0	3094.05	No
1405	3542	3542	1382	4538-WNTMJ	Female	0	Yes	Yes	46	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	24.95	1165.9	No
1406	5847	5847	3104	6860-YRJZP	Male	1	No	No	9	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.05	678.45	No
1407	587	587	6268	9746-UGFAC	Female	0	No	No	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	20.85	450.65	No
1408	566	566	2273	0219-QAERP	Male	0	Yes	No	30	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.8	576.65	No
1409	1382	1382	6157	6776-TLWOI	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.85	64.55	Yes
1410	3618	3618	6709	7103-IPXPJ	Male	0	Yes	No	50	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	One year	No	Electronic check	99.4	5059.75	No
1411	4160	4160	5681	2522-WLNSF	Female	1	Yes	No	34	Yes	No	DSL	No	No	Yes	Yes	Yes	No	One year	No	Bank transfer (automatic)	64.2	2106.3	No
1412	3769	3769	4419	1045-LTCYT	Female	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	21.05	139.75	No
1413	5812	5812	3242	3717-FDJFU	Male	0	No	Yes	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.45	106.9	No
1414	4549	4549	2541	0739-UUAJR	Female	0	Yes	Yes	72	No	No phone service	DSL	Yes	No	Yes	No	Yes	Yes	Two year	Yes	Credit card (automatic)	53.8	3952.45	No
1415	4631	4631	4895	1394-SUIUH	Female	1	Yes	No	44	Yes	No	Fiber optic	Yes	Yes	No	Yes	No	No	Month-to-month	Yes	Electronic check	85.15	3670.5	No
1416	196	196	640	9574-BOSMD	Male	0	Yes	Yes	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	25.4	1620.2	No
1417	5789	5789	1529	9764-REAFF	Female	0	Yes	No	59	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	18.4	1057.85	No
1418	133	133	6919	5136-GFPMB	Male	0	No	No	54	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	No	Credit card (automatic)	89.4	4869.5	No
1419	5303	5303	3636	6319-QSUSR	Female	0	No	Yes	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	19.7	216.2	No
1420	321	321	530	8067-NIOYM	Female	0	Yes	Yes	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	21.1	490.65	No
1421	2166	2166	2792	9163-GHAYE	Female	0	No	No	15	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	48.85	736.8	No
1422	3950	3950	6040	0519-XUZJU	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Mailed check	70.75	70.75	Yes
1423	4412	4412	6912	2215-ZAFGX	Male	0	No	No	9	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	85.5	791.7	No
1424	905	905	2995	2209-XADXF	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	25.25	25.25	No
1425	5087	5087	1252	7617-EYGLW	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	19.45	19.45	No
1426	1639	1639	3491	4682-BLBUC	Male	0	Yes	No	44	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	One year	Yes	Electronic check	70.95	3250.45	No
1427	2986	2986	4920	0264-CNITK	Female	0	Yes	Yes	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	20.1	1389.6	No
1428	4013	4013	2335	3113-IWHLC	Male	0	No	No	5	Yes	No	DSL	Yes	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	55.8	274.35	No
1429	1251	1251	5976	6907-CQGPN	Male	0	No	No	29	No	No phone service	DSL	No	Yes	No	Yes	No	No	Month-to-month	No	Electronic check	34.3	1004.75	No
1430	1697	1697	4017	9473-CBZOP	Female	0	No	No	28	Yes	Yes	DSL	Yes	No	Yes	No	No	No	One year	No	Mailed check	59.0	1654.45	No
1431	229	229	1921	6732-VAILE	Male	0	Yes	Yes	70	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	85.95	5931.75	No
1432	1056	1056	1695	4906-ZHGPK	Male	0	Yes	Yes	54	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	One year	Yes	Electronic check	70.7	3770	No
1433	2370	2370	6818	2710-WYVXG	Female	0	No	No	3	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	Two year	No	Mailed check	71.1	213.35	No
1434	4657	4657	2262	4529-CKBCL	Female	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	80.2	146.05	Yes
1435	3548	3548	3565	4317-VTEOA	Male	0	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	50.75	50.75	Yes
1436	2069	2069	6167	3154-CFSZG	Male	0	Yes	Yes	47	Yes	No	Fiber optic	Yes	No	Yes	No	No	Yes	Month-to-month	No	Electronic check	90.05	4137.2	No
1437	579	579	4250	0565-JUPYD	Male	0	No	No	63	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	One year	No	Credit card (automatic)	104.5	6590.8	No
1438	4367	4367	2424	5236-PERKL	Female	0	No	No	57	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	112.95	6465	Yes
1439	5588	5588	7019	9710-NJERN	Female	0	No	No	39	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.15	826	No
1440	3917	3917	575	9548-LIGTA	Male	0	Yes	No	61	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	Yes	Mailed check	81.05	4747.65	No
1441	114	114	746	6919-ELBGL	Male	1	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	114.95	8196.4	No
1442	2150	2150	483	5168-MQQCA	Female	0	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	108.5	8003.8	No
1443	3031	3031	4272	1043-YCUTE	Male	0	Yes	No	56	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	25.15	1327.15	Yes
1444	2943	2943	2527	8931-GJJIQ	Female	0	No	No	9	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	83.3	803.3	Yes
1445	1190	1190	1319	1725-MIMXW	Male	0	No	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.45	19.45	Yes
1446	5082	5082	2150	5628-FCGYG	Male	0	No	No	21	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	84.1	1737.45	No
1447	226	226	6128	3317-VLGQT	Female	0	Yes	No	14	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	78.1	1122.4	No
1448	1557	1557	1392	1934-MKPXS	Male	0	Yes	Yes	33	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	20.1	620.55	No
1449	17	17	6765	5115-SQAAU	Female	0	Yes	Yes	69	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	25.6	1673.4	No
1450	3592	3592	5406	9715-WZCLW	Male	0	Yes	Yes	71	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	Two year	Yes	Electronic check	97.2	6910.3	No
1451	2338	2338	4190	3737-GCSPV	Female	0	Yes	No	11	Yes	Yes	Fiber optic	Yes	No	No	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	96.2	1222.05	Yes
1452	2612	2612	4046	0440-QEXBZ	Female	0	No	No	44	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	50.15	2139.1	No
1453	4918	4918	5342	3521-SYVOR	Female	0	No	No	37	Yes	No	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	64.75	2345.2	Yes
1454	4844	4844	2965	1591-NFNLQ	Male	0	No	No	51	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	No	Credit card (automatic)	80.0	4242.35	Yes
1455	1729	1729	6406	4450-YOOHP	Female	0	No	No	39	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	50.65	1905.4	No
1456	418	418	1454	8681-ICONS	Male	0	Yes	Yes	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	20.65	654.85	No
1457	688	688	2446	9492-TOKRI	Female	0	No	No	18	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	90.0	1527.35	Yes
1458	988	988	4828	8350-NYMVI	Female	0	No	No	39	No	No phone service	DSL	No	Yes	Yes	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	41.1	1597.05	No
1459	1062	1062	4294	7596-LDUXP	Female	0	No	No	12	Yes	No	Fiber optic	Yes	No	No	No	Yes	No	One year	Yes	Credit card (automatic)	85.15	979.05	No
1460	950	950	272	6366-ZGQGL	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	24.8	24.8	Yes
1461	5655	5655	3191	7636-OWBPG	Male	1	No	No	12	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	29.35	381.2	No
1462	2620	2620	5080	7159-NOKYQ	Male	0	Yes	No	67	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Two year	Yes	Electronic check	93.15	6368.2	No
1463	2277	2277	4292	2091-RFFBA	Female	1	No	No	31	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	73.9	2217.15	Yes
1464	3327	3327	2023	4795-KTRTH	Female	1	Yes	No	5	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	81.0	371.65	Yes
1465	86	86	216	9286-BHDQG	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	Two year	No	Credit card (automatic)	45.25	3139.8	No
1466	4070	4070	5253	2851-STERV	Male	1	No	No	35	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	73.0	2471.25	No
1467	4252	4252	2139	8160-HOWOX	Female	0	No	No	7	Yes	No	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	66.85	458.1	No
1468	3585	3585	5824	5321-NTRKC	Male	0	Yes	Yes	66	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	Two year	No	Bank transfer (automatic)	79.85	5234.95	No
1469	1844	1844	4454	8410-BGQXN	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.4	93.4	No
1470	288	288	6561	6339-YPSAH	Male	0	No	No	9	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	73.8	704.3	No
1471	4781	4781	4612	6723-CEGQI	Female	0	No	Yes	65	No	No phone service	DSL	No	Yes	No	Yes	Yes	No	Two year	No	Mailed check	45.25	2933.95	No
1472	1300	1300	1609	3584-WKTTW	Male	0	Yes	No	51	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	111.55	5720.35	No
1473	2125	2125	5552	6072-NUQCB	Male	0	Yes	Yes	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	20.25	488.25	No
1474	4372	4372	4792	7067-KSAZT	Female	1	Yes	No	65	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	106.25	6979.8	Yes
1475	2290	2290	2224	2528-HFYZX	Male	1	Yes	No	17	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	76.45	1233.4	Yes
1476	4697	4697	7009	7703-ZEKEF	Male	0	No	No	23	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	81.0	1917.1	Yes
1477	4406	4406	5217	5018-HEKFO	Female	0	No	No	10	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	24.5	270.15	No
1478	422	422	3317	6685-GBWJZ	Male	0	Yes	No	63	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	One year	No	Credit card (automatic)	70.8	4448.8	No
1479	2639	2639	442	0206-TBWLC	Female	0	Yes	No	54	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Mailed check	114.65	6049.5	No
1480	4360	4360	3760	8617-ENBDS	Male	0	No	No	3	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	73.6	232.5	No
1481	5052	5052	4138	5597-GLBUC	Female	0	No	No	1	Yes	No	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	85.45	85.45	Yes
1482	2281	2281	6282	1354-YZFNB	Male	0	Yes	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.55	68.8	No
1483	1182	1182	5599	2344-JMOGN	Male	0	Yes	No	9	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Mailed check	94.85	890.6	Yes
1484	998	998	1194	8967-SZQAS	Female	0	No	No	14	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	50.45	765.45	No
1485	5900	5900	6545	1518-VOWAV	Female	0	No	No	9	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	74.65	703.55	Yes
1486	5504	5504	6457	2233-TXSIU	Male	0	Yes	Yes	17	No	No phone service	DSL	Yes	No	Yes	No	Yes	No	One year	No	Credit card (automatic)	44.45	792.15	No
1487	935	935	3114	0867-LDTTC	Male	0	No	No	5	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	75.15	392.65	No
1488	3691	3691	1125	8111-SLLHI	Male	1	Yes	No	39	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.65	4284.8	Yes
1489	1292	1292	6684	0305-SQECB	Female	0	No	Yes	11	No	No phone service	DSL	Yes	No	No	Yes	No	No	One year	Yes	Mailed check	36.05	402.6	No
1490	4002	4002	4130	4439-YRNVD	Female	0	No	No	10	No	No phone service	DSL	No	Yes	No	Yes	No	No	Month-to-month	No	Electronic check	36.25	374	No
1491	5004	5004	2055	1216-BGTSP	Male	0	No	No	45	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	108.45	4964.7	No
1492	2394	2394	4369	2592-SEIFQ	Male	0	No	No	3	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	24.75	66.95	Yes
1493	2606	2606	76	6416-JNVRK	Female	0	No	No	46	Yes	No	DSL	No	No	No	No	No	Yes	One year	No	Credit card (automatic)	55.65	2688.85	No
1494	990	990	3341	1125-SNVCK	Female	1	No	No	49	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	43.8	2106.05	No
1495	3615	3615	1689	0274-JKUJR	Male	0	Yes	Yes	7	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	Month-to-month	No	Mailed check	58.85	465.7	No
1496	2219	2219	6673	3798-EPWRR	Female	1	No	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	43.95	85.1	No
1497	1504	1504	2644	2011-TRQYE	Male	0	No	No	18	No	No phone service	DSL	No	Yes	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	33.5	600	Yes
1498	5449	5449	4799	4182-BGSIQ	Female	0	Yes	Yes	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Bank transfer (automatic)	19.8	196.75	No
1499	5074	5074	4344	2200-DSAAL	Female	0	No	No	68	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Electronic check	80.65	5330.2	No
1500	5717	5717	1930	2792-VPPET	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Electronic check	20.5	76.95	No
1501	2806	2806	4404	1307-ATKGB	Male	0	No	No	24	Yes	No	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	89.55	2187.15	No
1502	3460	3460	4649	5172-RKOCB	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	108.95	7875	No
1503	5353	5353	3465	2831-EBWRN	Male	0	No	No	4	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	45.9	199.75	No
1504	249	249	3208	8550-XSXUQ	Male	0	Yes	No	48	Yes	Yes	DSL	No	Yes	Yes	No	No	Yes	One year	Yes	Credit card (automatic)	70.55	3420.5	No
1505	2519	2519	4604	8065-BVEPF	Male	1	No	No	65	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	99.1	6496.15	No
1506	3058	3058	3938	6629-LADHQ	Female	0	No	No	2	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	50.95	123.05	No
1507	305	305	1586	3766-EJLFL	Female	0	Yes	Yes	68	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	109.05	7508.55	No
1508	273	273	577	8270-RKSAP	Male	0	No	No	9	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.5	597.9	No
1509	3104	3104	4457	7611-YKYTC	Male	0	Yes	Yes	22	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	75.0	1573.95	No
1510	4529	4529	2074	6179-GJPSO	Female	1	No	No	43	Yes	No	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	108.15	4600.7	Yes
1511	4276	4276	36	6047-YHPVI	Male	0	No	No	5	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.7	316.9	Yes
1512	3728	3728	3225	4931-TRZWN	Female	0	No	No	13	Yes	No	DSL	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	71.95	923.85	No
1513	5045	5045	6031	0282-NVSJS	Female	1	Yes	Yes	12	No	No phone service	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	29.3	355.9	No
1514	1473	1473	1942	3764-MNMOI	Male	0	No	No	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.2	908.15	No
1515	2358	2358	3094	1898-JSNDC	Female	0	No	No	39	Yes	No	DSL	No	Yes	No	No	Yes	No	One year	Yes	Credit card (automatic)	58.6	2224.5	No
1516	1704	1704	3340	6015-VVHHE	Female	1	No	No	5	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	83.15	446.05	Yes
1517	109	109	6154	8901-UPRHR	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	109.2	7711.45	No
1518	2889	2889	4669	8701-DGLVH	Male	0	No	No	51	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.45	1042.65	No
1519	1445	1445	4254	2683-BPJSO	Male	0	Yes	No	29	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	84.45	2467.1	Yes
1520	2263	2263	3026	6127-ISGTU	Female	0	Yes	No	16	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	84.95	1378.25	Yes
1521	1621	1621	3258	7365-BVCJH	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	24.4	24.4	No
1522	92	92	506	8981-FJGLA	Male	0	No	Yes	11	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	78.0	851.8	No
1523	166	166	1617	4939-KYYPY	Male	0	No	No	27	Yes	Yes	DSL	No	No	Yes	Yes	No	No	Month-to-month	No	Electronic check	59.45	1611.65	No
1524	2851	2851	4315	9019-QVLZD	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	79.55	79.55	Yes
1525	3667	3667	6430	2096-XOTMO	Female	0	Yes	Yes	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.35	275.9	No
1526	4740	4740	4451	1608-GMEWB	Male	1	No	No	45	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	93.9	4200.25	No
1527	1566	1566	1911	5668-MEISB	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	Two year	No	Credit card (automatic)	106.1	7657.4	No
1528	234	234	4696	9128-CPXKI	Female	0	No	No	59	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Two year	No	Electronic check	95.8	5655.45	No
1529	2318	2318	7039	2234-XADUH	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	103.2	7362.9	No
1530	4388	4388	545	7129-AZJDE	Male	0	Yes	Yes	34	Yes	No	Fiber optic	No	No	No	No	No	Yes	One year	Yes	Bank transfer (automatic)	78.95	2647.2	No
1531	4102	4102	3788	1725-IQNIY	Male	0	Yes	No	54	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	109.75	6110.2	Yes
1532	4972	4972	2075	7901-TBKJX	Male	1	No	No	56	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	101.05	5594	No
1533	897	897	2603	0164-APGRB	Female	0	No	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	114.9	8496.7	No
1534	5867	5867	2027	3778-FOAQW	Female	0	Yes	No	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.15	456.85	No
1535	961	961	6811	8992-JQYUN	Male	0	Yes	No	1	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	50.35	50.35	Yes
1536	466	466	4384	8642-GVWRF	Female	0	Yes	No	2	Yes	No	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	No	Bank transfer (automatic)	79.7	165	Yes
1537	4156	4156	3093	9931-DCEZH	Male	0	No	Yes	28	Yes	No	DSL	No	Yes	No	Yes	No	No	One year	Yes	Credit card (automatic)	54.4	1516.6	No
1538	1269	1269	3318	5016-ETTFF	Male	0	No	No	10	No	No phone service	DSL	No	No	Yes	No	No	No	Month-to-month	No	Mailed check	29.5	255.25	Yes
1539	5955	5955	6396	2974-GGUXS	Female	1	Yes	No	36	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	91.95	3301.05	No
1540	5967	5967	769	3137-NYQQI	Male	0	Yes	No	17	Yes	No	DSL	Yes	Yes	No	No	No	Yes	One year	No	Mailed check	64.8	1175.6	No
1541	3637	3637	6966	6598-KELSS	Male	0	No	Yes	50	No	No phone service	DSL	Yes	Yes	No	No	Yes	No	One year	Yes	Bank transfer (automatic)	43.05	2208.05	No
1542	1120	1120	5543	6646-JPPHA	Female	1	No	No	14	Yes	No	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	No	Electronic check	78.85	1043.8	No
1543	5928	5928	600	5839-SUYVZ	Male	0	No	No	16	Yes	No	Fiber optic	No	No	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	74.55	1170.5	No
1544	3369	3369	2066	1852-QSWCD	Male	0	Yes	Yes	64	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	24.8	1514.85	No
1545	2498	2498	5296	8745-PVESG	Female	0	No	No	57	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	One year	Yes	Credit card (automatic)	41.1	2258.25	No
1546	5486	5486	991	8361-LBRDI	Female	0	No	No	58	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	24.35	1423.85	No
1547	2367	2367	2828	8559-WNQZS	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.45	20.45	No
1548	5854	5854	2278	0015-UOCOJ	Female	1	No	No	7	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	48.2	340.35	No
1549	3925	3925	269	7014-ZZXAW	Female	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	24.25	1732.95	No
1550	338	338	4715	7508-DQAKK	Female	0	No	No	64	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	86.4	5442.05	No
1551	4864	4864	1994	8022-BECSI	Male	0	No	No	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.6	422.5	No
1552	5657	5657	6295	7033-CLAMM	Female	0	Yes	Yes	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	20.2	1027.25	No
1553	3582	3582	5174	0947-IDHRQ	Female	0	No	No	7	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Mailed check	80.3	526.7	Yes
1554	4168	4168	6496	2474-BRUCM	Male	1	Yes	No	40	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	No	Electronic check	101.85	4086.3	Yes
1555	389	389	691	6663-JOCQO	Male	0	Yes	Yes	31	Yes	Yes	DSL	Yes	Yes	No	Yes	No	Yes	One year	Yes	Bank transfer (automatic)	75.25	2344.5	No
1556	3571	3571	3724	5201-CBWYG	Male	0	Yes	Yes	62	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	24.8	1476.25	No
1557	5548	5548	2901	7765-LWVVH	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	Two year	Yes	Electronic check	95.1	6843.15	No
1558	436	436	6375	9894-EZEWG	Female	0	No	No	1	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	74.3	74.3	Yes
1559	5	5	2215	4312-GVYNH	Female	0	Yes	No	70	No	No phone service	DSL	Yes	No	Yes	Yes	No	Yes	Two year	Yes	Bank transfer (automatic)	49.85	3370.2	No
1560	4283	4283	983	8603-IJWDN	Male	0	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	86.6	86.6	Yes
1561	2160	2160	664	8755-OGKNA	Female	0	Yes	Yes	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.5	1167.6	No
1562	5805	5805	3157	3030-YZADT	Male	0	No	No	9	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	44.95	431	Yes
1563	3235	3235	905	0781-LKXBR	Male	1	No	No	9	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.5	918.6	Yes
1564	583	583	3326	7657-DYEPJ	Male	1	No	No	38	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	One year	Yes	Credit card (automatic)	70.15	2497.35	Yes
1565	2944	2944	727	6786-OBWQR	Female	0	Yes	Yes	5	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	80.85	356.1	No
1566	4827	4827	2343	2637-FKFSY	Female	0	Yes	No	3	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	46.1	130.15	No
1567	1283	1283	2677	2608-BHKFN	Female	0	No	No	4	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	70.05	266.9	Yes
1568	3359	3359	5195	1676-MQAOA	Male	0	No	No	72	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	Yes	Bank transfer (automatic)	75.1	5336.35	No
1569	2491	2491	5790	0980-PVMRC	Female	0	Yes	Yes	40	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	50.85	2036.55	No
1570	3040	3040	423	3935-TBRZZ	Male	0	Yes	Yes	44	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	25.7	1110.5	No
1571	4742	4742	2730	1169-SAOCL	Male	0	No	No	49	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	106.65	5168.1	No
1572	4694	4694	5034	9758-MFWGD	Female	1	Yes	Yes	48	No	No phone service	DSL	No	Yes	No	No	No	No	One year	No	Bank transfer (automatic)	29.9	1388.75	No
1573	643	643	5546	7880-XSOJX	Male	0	No	No	4	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	Month-to-month	No	Mailed check	42.4	146.4	No
1574	570	570	1027	6732-FZUGP	Female	0	No	No	47	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	No	One year	No	Credit card (automatic)	94.9	4615.25	No
1575	5054	5054	4300	1131-ALZWV	Female	0	No	No	24	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	24.6	605.25	No
1576	1070	1070	848	9778-OGKQZ	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	92.0	6782.15	No
1577	4490	4490	1785	1568-LJSZU	Male	0	Yes	Yes	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	92.2	6392.85	No
1578	4932	4932	3421	6719-FGEDO	Female	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	No	Two year	Yes	Bank transfer (automatic)	97.0	7104.2	No
1579	4442	4442	3726	1965-DDBWU	Male	0	No	No	16	Yes	Yes	Fiber optic	No	No	No	Yes	No	Yes	Month-to-month	Yes	Credit card (automatic)	89.05	1448.6	Yes
1580	3	3	6739	6994-KERXL	Male	0	No	No	4	Yes	No	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	55.9	238.5	No
1581	2771	2771	3826	3213-VVOLG	Male	0	Yes	Yes	0	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.35		No
1582	989	989	2629	5028-GZLDO	Male	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	70.7	140.7	Yes
1583	306	306	3313	4232-JGKIY	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	19.2	19.2	No
1584	10	10	3169	4578-PHJYZ	Male	0	Yes	Yes	52	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	One year	Yes	Electronic check	68.75	3482.85	No
1585	2062	2062	5416	8961-QDZZJ	Female	0	Yes	Yes	57	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	One year	Yes	Electronic check	95.0	5535.8	No
1586	5432	5432	5869	3410-MHHUM	Female	0	Yes	Yes	44	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	One year	No	Electronic check	94.4	4295.35	No
1587	3840	3840	703	6942-LBFDP	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	20.55	33.6	No
1588	5293	5293	6518	1963-SVUCV	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	45.3	45.3	Yes
1589	2052	2052	4765	8727-XDPUD	Male	0	No	No	37	No	No phone service	DSL	No	No	No	No	Yes	No	Two year	No	Credit card (automatic)	35.8	1316.9	No
1590	682	682	6394	2680-XKKNJ	Female	0	No	No	8	Yes	No	DSL	Yes	Yes	No	Yes	No	No	One year	No	Bank transfer (automatic)	58.2	469.25	No
1591	2577	2577	5106	8878-RYUKI	Female	0	No	No	52	Yes	No	DSL	No	No	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	59.45	3043.7	No
1592	2857	2857	5835	4641-FROLU	Female	0	Yes	Yes	30	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.3	602.9	No
1593	5954	5954	4843	0902-XKXPN	Male	0	Yes	Yes	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	20.2	1376.5	No
1594	1088	1088	2972	9443-JUBUO	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	65.25	4478.85	No
1595	5890	5890	4551	5827-MWCZK	Male	0	Yes	Yes	56	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	96.95	5432.2	No
1596	332	332	907	0297-RBCSG	Male	0	No	No	19	Yes	No	DSL	No	Yes	No	Yes	No	Yes	One year	Yes	Bank transfer (automatic)	65.35	1231.85	No
1597	5558	5558	2065	5153-RTHKF	Female	0	No	No	34	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	85.35	2896.6	No
1598	4937	4937	2324	2774-LVQUS	Female	1	Yes	No	15	Yes	Yes	Fiber optic	No	No	Yes	Yes	No	No	Month-to-month	Yes	Electronic check	83.05	1258.3	Yes
1599	5614	5614	6904	6211-WHMYA	Female	1	No	No	64	No	No phone service	DSL	No	Yes	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	43.85	2751	No
1600	473	473	783	4678-DVQEO	Female	0	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	52.2	52.2	Yes
1601	1894	1894	5284	3317-HRTNN	Female	1	No	No	5	No	No phone service	DSL	No	No	No	No	Yes	Yes	Month-to-month	No	Electronic check	45.7	198	Yes
1602	5677	5677	6772	7931-PXHFC	Male	0	No	No	38	Yes	No	DSL	No	No	Yes	Yes	No	Yes	One year	Yes	Mailed check	62.3	2354.8	Yes
1603	4194	4194	2752	4139-SUGLD	Male	0	Yes	Yes	31	No	No phone service	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	35.4	1077.5	Yes
1604	3987	3987	1712	6303-KFWSL	Female	0	No	No	29	Yes	Yes	DSL	No	Yes	No	No	No	No	One year	Yes	Electronic check	55.25	1620.2	No
1605	4649	4649	6259	2661-GKBTK	Male	0	Yes	Yes	60	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	76.95	4543.95	No
1606	3960	3960	6762	9863-JZAIC	Male	0	No	No	35	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	No	Mailed check	55.0	2010.55	Yes
1607	2287	2287	1995	8000-REIQB	Female	1	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.95	69.95	Yes
1608	4125	4125	590	0619-OLYUR	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	111.9	8071.05	No
1609	3055	3055	1138	0774-IFUVM	Male	0	Yes	Yes	11	Yes	Yes	DSL	Yes	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	65.15	723.35	No
1610	5809	5809	6668	2832-KJCRD	Female	0	No	No	38	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	103.65	3988.5	No
1611	4377	4377	2032	3753-TSEMP	Female	0	Yes	No	15	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	No	Electronic check	88.15	1390.6	Yes
1612	2473	2473	3575	9501-UKKNL	Male	0	No	No	59	No	No phone service	DSL	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	51.7	3005.8	No
1613	4551	4551	3430	9391-LMANN	Male	0	No	Yes	53	Yes	No	Fiber optic	Yes	Yes	Yes	No	No	Yes	One year	No	Electronic check	95.95	5036.9	No
1614	1993	1993	6145	5010-IPEAQ	Female	0	Yes	Yes	67	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	No	Credit card (automatic)	54.2	3623.95	No
1615	2034	2034	3090	2386-LAHRK	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Mailed check	53.5	53.5	Yes
1616	290	290	184	1918-ZBFQJ	Female	0	No	No	13	Yes	No	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	79.25	1111.65	Yes
1617	2777	2777	5338	2580-ASVVY	Female	0	Yes	No	37	No	No phone service	DSL	Yes	No	No	Yes	Yes	No	Two year	No	Electronic check	45.4	1593.1	No
1618	4307	4307	4069	9938-TKDGL	Male	0	Yes	Yes	68	Yes	No	Fiber optic	Yes	No	No	Yes	Yes	Yes	Two year	Yes	Electronic check	99.55	6668	No
1619	4556	4556	4616	4338-EYCER	Male	0	Yes	No	21	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	No	Bank transfer (automatic)	54.6	1125.2	No
1620	1060	1060	2902	1658-TJVOA	Female	1	No	No	6	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.1	450.9	No
1621	5312	5312	4946	2612-RRIDN	Male	0	No	No	4	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	81.0	340.85	Yes
1622	2873	2873	1455	1621-YNCJH	Female	0	Yes	No	36	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	Yes	Two year	Yes	Credit card (automatic)	106.05	3834.4	No
1623	4278	4278	913	5993-BQHEA	Male	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	20.05	267	No
1624	2076	2076	6538	5712-PTIWW	Male	0	No	No	2	Yes	No	Fiber optic	No	No	Yes	Yes	No	No	Month-to-month	Yes	Electronic check	79.85	152.45	Yes
1625	749	749	3168	4893-GYUJU	Female	0	No	No	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	19.35	1033	No
1626	3943	3943	6557	8709-KRDVL	Female	0	No	No	33	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.0	3320.6	No
1627	2557	2557	6217	1599-MMYRQ	Male	0	Yes	Yes	62	Yes	No	Fiber optic	Yes	Yes	No	No	No	No	One year	Yes	Credit card (automatic)	81.45	4983.05	No
1628	2114	2114	5259	5419-JKZNQ	Male	1	Yes	No	30	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Mailed check	77.9	2351.45	No
1629	5156	5156	1944	0420-BWTPW	Male	0	No	Yes	8	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	25.5	215.2	Yes
1630	1794	1794	4661	9415-ZNBSX	Female	0	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	89.0	6293.2	No
1631	219	219	4126	3724-UCSHY	Male	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.55	122.9	No
1632	1242	1242	2185	7619-ODSGN	Male	0	Yes	Yes	24	Yes	Yes	DSL	Yes	No	No	No	No	No	Month-to-month	No	Electronic check	54.75	1338.15	Yes
1633	1836	1836	6147	6383-ZTSIW	Female	1	Yes	No	39	Yes	No	Fiber optic	Yes	Yes	No	No	Yes	Yes	One year	No	Mailed check	99.1	3877.95	No
1634	3862	3862	5838	9822-BIIGN	Male	0	Yes	Yes	53	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	Month-to-month	No	Electronic check	71.85	3827.9	No
1635	835	835	5004	2067-QYTCF	Female	0	Yes	No	64	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	111.15	6953.4	No
1636	3188	3188	1537	2091-GPPIQ	Female	0	Yes	Yes	72	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	Two year	Yes	Electronic check	78.95	5730.15	No
1637	4629	4629	1481	9242-TKFSV	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	65.1	4754.3	No
1638	4337	4337	10	9763-GRSKD	Male	0	Yes	Yes	13	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Mailed check	49.95	587.45	No
1639	1129	1129	3751	2522-AHJXR	Male	0	Yes	No	60	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	109.45	6572.85	No
1640	596	596	6678	3978-YNKDD	Male	0	No	Yes	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.85	467.5	No
1641	758	758	6921	5243-SAOTC	Male	0	No	No	54	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	79.85	4308.25	No
1642	1930	1930	2329	2972-YDYUW	Female	0	No	No	57	Yes	Yes	Fiber optic	No	Yes	No	Yes	No	Yes	One year	No	Electronic check	94.7	5468.95	No
1643	654	654	5017	2073-QBVBI	Female	0	Yes	No	41	No	No phone service	DSL	No	Yes	No	Yes	No	No	One year	No	Mailed check	35.45	1391.65	No
1644	2063	2063	6478	9330-VOFSZ	Female	0	Yes	No	60	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	110.8	6640.7	No
1645	743	743	3780	1335-MXCSE	Male	0	Yes	Yes	55	Yes	No	DSL	No	No	Yes	Yes	No	No	Two year	Yes	Credit card (automatic)	55.25	3119.9	No
1646	3380	3380	4183	6917-IAYHD	Male	0	No	Yes	1	No	No phone service	DSL	No	Yes	No	Yes	No	No	Month-to-month	No	Mailed check	33.6	33.6	No
1647	4923	4923	2590	4526-ZJJTM	Female	1	Yes	No	25	Yes	No	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	No	Bank transfer (automatic)	88.4	2191.15	No
1648	879	879	3815	9306-CPCBC	Female	0	No	No	3	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.25	210.3	Yes
1649	5923	5923	2824	8857-CUPFQ	Male	0	Yes	No	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.25	1237.65	No
1650	3263	3263	4866	3688-FTHLT	Female	0	No	No	16	Yes	Yes	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	63.05	1067.05	No
1651	3909	3909	1655	7963-GQRMY	Female	0	Yes	Yes	3	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	44.3	134.5	Yes
1652	2436	2436	1088	7029-RPUAV	Male	1	Yes	No	17	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	100.45	1622.45	Yes
1653	4058	4058	316	3973-SKMLN	Male	0	No	No	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	19.9	1355.1	No
1654	3130	3130	2591	8384-FZBJK	Female	0	Yes	Yes	57	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.6	5611.7	No
1655	4097	4097	2013	7328-OWMOM	Female	0	No	Yes	31	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	20.1	589.25	No
1656	3521	3521	900	1051-GEJLJ	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.5	27.55	No
1657	1877	1877	3787	2386-OWURY	Female	0	No	No	58	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	95.3	5817.7	No
1658	1503	1503	6695	6253-GNHWH	Female	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	Two year	No	Mailed check	71.1	5224.95	No
1659	4714	4714	1854	6702-OHFWR	Male	1	No	No	1	No	No phone service	DSL	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	43.3	43.3	Yes
1660	782	782	4383	1088-CNNKB	Male	0	Yes	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	One year	No	Credit card (automatic)	80.0	5040.2	No
1661	1174	1174	4125	2716-GFZOR	Male	0	Yes	No	43	Yes	No	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	86.1	3551.65	No
1662	5587	5587	3120	3148-AOIQT	Female	0	Yes	No	69	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	24.95	1718.35	No
1663	2736	2736	4767	1064-FBXNK	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.85	19.85	No
1664	2365	2365	6939	2758-RNWXS	Male	0	No	No	35	Yes	No	Fiber optic	Yes	No	No	Yes	No	Yes	One year	Yes	Electronic check	89.2	3251.3	No
1665	2024	2024	4531	4910-AQFFX	Male	0	Yes	Yes	9	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	79.35	661.25	Yes
1666	2439	2439	4630	1852-XEMDW	Male	0	No	No	22	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	No	Mailed check	65.05	1427.55	No
1667	5010	5010	2878	0428-IKYCP	Male	0	Yes	No	22	Yes	No	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	87.0	1850.65	No
1668	3417	3417	5133	6892-XPFPU	Male	1	Yes	No	24	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	104.25	2433.9	Yes
1669	1018	1018	6741	2180-DXNEG	Female	0	No	No	12	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	96.0	1062.1	Yes
1670	1436	1436	1001	1989-PRJHP	Male	1	Yes	No	27	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.5	1893.95	Yes
1671	177	177	2318	6463-HHXJR	Female	0	Yes	Yes	71	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	No	Two year	No	Bank transfer (automatic)	100.5	7030.65	No
1672	50	50	4291	2789-CZANW	Female	0	Yes	Yes	64	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	110.3	6997.3	No
1673	958	958	2441	9050-IKDZA	Female	1	No	No	2	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Mailed check	81.5	162.55	No
1674	2112	2112	1552	2245-ADZFJ	Female	0	Yes	Yes	31	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	80.55	2471.6	No
1675	5643	5643	2557	4061-UKJWL	Male	0	No	No	3	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	45.45	141.7	No
1676	3520	3520	3084	8631-XVRZL	Male	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	20.15	163.7	No
1677	5875	5875	492	0388-EOPEX	Female	0	Yes	No	2	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.4	139.4	Yes
1678	5447	5447	580	1218-VKFPE	Female	0	Yes	Yes	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.0	233.55	Yes
1679	3583	3583	237	9903-LYSAB	Male	0	Yes	No	18	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	73.15	1305.95	No
1680	1980	1980	5755	5937-EORGB	Male	1	Yes	No	15	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	96.5	1392.25	No
1681	399	399	964	9117-SHLZX	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	45.7	45.7	Yes
1682	2692	2692	2607	5539-TMZLF	Male	1	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.75	69.75	Yes
1683	554	554	1129	3452-ABWRL	Male	1	No	No	47	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	86.05	3865.6	No
1684	3283	3283	6199	2856-NNASM	Male	1	No	No	43	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Mailed check	89.55	3856.75	Yes
1685	5008	5008	3644	8219-VYBVI	Male	0	No	Yes	39	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.0	1004.35	No
1686	5740	5740	5855	2338-BQEZT	Female	0	No	No	55	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	50.55	2832.75	No
1687	5497	5497	2491	1552-TKMXS	Female	0	Yes	No	42	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	20.35	869.9	No
1688	2509	2509	4898	8993-PHFWD	Female	0	No	No	3	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	25.25	58.9	Yes
1689	5009	5009	4143	4822-YCXMX	Male	0	No	No	25	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	84.8	2043.45	Yes
1690	2693	2693	6416	9610-WCESF	Male	0	No	No	67	No	No phone service	DSL	Yes	No	No	Yes	Yes	No	Two year	No	Electronic check	43.9	3097.2	No
1691	5510	5510	3736	2926-JEJJC	Female	0	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Bank transfer (automatic)	20.2	140.95	No
1692	1812	1812	4240	1567-DSCIC	Male	0	No	No	8	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	94.0	773.65	Yes
1693	4340	4340	806	7382-DFJTU	Male	0	No	No	18	Yes	No	DSL	No	No	Yes	Yes	No	No	Month-to-month	No	Credit card (automatic)	55.2	1058.1	No
1694	5920	5920	6235	5180-UCIIQ	Male	1	Yes	Yes	22	No	No phone service	DSL	Yes	No	No	No	No	Yes	Month-to-month	No	Mailed check	40.05	880.2	Yes
1695	386	386	3641	0487-CRLZF	Female	0	No	No	49	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	74.45	3721.9	No
1696	3885	3885	4585	1069-XAIEM	Female	1	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	85.05	85.05	Yes
1697	3071	3071	4851	2055-PDADH	Female	1	No	No	3	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.4	204.7	Yes
1698	2171	2171	5502	3755-JBMNH	Male	1	Yes	No	16	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	71.8	1167.8	Yes
1699	4480	4480	5136	3295-YVUSR	Male	1	No	No	2	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	72.6	154.3	No
1700	409	409	2316	9367-OIUXP	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.7	73.05	No
1701	1451	1451	5866	7526-IVLYU	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.65	68.35	No
1702	5291	5291	7033	9767-FFLEM	Male	0	No	No	38	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	69.5	2625.25	No
1703	191	191	527	3571-DPYUH	Male	0	Yes	Yes	58	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	No	One year	Yes	Credit card (automatic)	94.7	5430.35	No
1704	4404	4404	5290	0774-RMNUW	Female	0	Yes	Yes	71	No	No phone service	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	59.7	4122.65	No
1705	4848	4848	6894	1400-MMYXY	Male	1	Yes	No	3	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.9	334.65	Yes
1706	361	361	5466	0221-NAUXK	Male	0	No	Yes	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Bank transfer (automatic)	19.95	219.5	No
1707	200	200	4447	7821-DPRQE	Male	0	Yes	No	68	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	107.7	7320.9	No
1708	336	336	6253	6128-DAFVY	Female	0	No	No	56	No	No phone service	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	44.85	2564.95	No
1709	5904	5904	5225	5376-PCKNB	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	104.45	7459	No
1710	4681	4681	6943	0032-PGELS	Female	0	Yes	Yes	1	No	No phone service	DSL	Yes	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	30.5	30.5	Yes
1711	4628	4628	1901	5777-ZPQNC	Female	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Electronic check	20.15	260.7	No
1712	4914	4914	4170	0906-QVPMS	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	115.15	8349.45	No
1713	3144	3144	258	4959-JOSRX	Female	0	Yes	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	44.6	80.55	Yes
1714	2613	2613	6855	8738-JOKAR	Female	0	No	No	42	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	One year	Yes	Mailed check	67.7	2882.25	No
1715	4568	4568	5399	2589-AYCRP	Female	0	No	No	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	19.75	989.05	No
1716	3037	3037	1967	0565-IYCGT	Male	0	No	No	69	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	One year	Yes	Credit card (automatic)	78.6	5356.45	Yes
1717	426	426	3539	2219-MVUSO	Male	0	No	No	8	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	45.15	438.4	Yes
1718	5383	5383	1066	9646-NMHXE	Male	0	Yes	No	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.65	973.1	No
1719	3439	3439	6315	5696-JVVQY	Female	0	Yes	Yes	48	Yes	No	DSL	Yes	Yes	Yes	No	No	Yes	Two year	Yes	Credit card (automatic)	70.1	3238.4	No
1720	3558	3558	1953	5054-IEXZT	Male	0	No	Yes	1	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	75.35	75.35	Yes
1721	5806	5806	3314	2402-TAIRZ	Female	0	No	No	37	Yes	No	Fiber optic	No	Yes	Yes	No	No	No	One year	No	Electronic check	80.05	3019.1	No
1722	5684	5684	6294	6615-ZGEDR	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.7	19.7	Yes
1723	3920	3920	6820	6300-BWMJX	Female	0	Yes	No	59	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	No	Month-to-month	No	Electronic check	93.35	5386.5	No
1724	3775	3775	4431	8630-FJLIB	Female	0	No	No	18	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.8	1221.65	No
1725	3428	3428	651	2024-BASKD	Female	0	No	No	1	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	74.6	74.6	Yes
1726	1287	1287	607	8672-OAUPW	Male	0	No	Yes	51	Yes	No	DSL	No	No	No	Yes	No	No	One year	No	Credit card (automatic)	47.85	2356.75	No
1727	3989	3989	5209	1841-YSJGV	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	109.95	7852.4	No
1728	1574	1574	274	5940-AHUHD	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Mailed check	70.6	70.6	Yes
1729	5571	5571	6719	2509-TFPJU	Male	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	25.75	1864.2	No
1730	1373	1373	5039	4713-LZDRV	Female	1	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	79.6	195.05	Yes
1731	959	959	106	6728-DKUCO	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	Yes	One year	Yes	Electronic check	104.15	7303.05	No
1732	71	71	501	4513-CXYIX	Female	1	Yes	No	71	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Two year	Yes	Credit card (automatic)	80.7	5676	No
1733	3936	3936	5528	9127-QRZMH	Male	0	Yes	No	44	Yes	No	DSL	Yes	Yes	No	Yes	No	No	One year	Yes	Bank transfer (automatic)	59.85	2603.95	No
1734	4839	4839	6144	2322-VCZHZ	Male	1	Yes	No	23	Yes	No	Fiber optic	Yes	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	90.0	2024.1	No
1735	1334	1334	4961	6954-OOYZZ	Male	0	Yes	No	18	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	44.35	768.05	No
1736	169	169	1543	0330-IVZHA	Female	0	Yes	No	5	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	69.95	330.15	Yes
1737	3646	3646	6484	2911-IJORQ	Male	0	No	No	37	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	90.6	3358.65	No
1738	4019	4019	6330	9921-QFQUL	Female	0	Yes	No	23	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	No	Mailed check	90.15	2044.95	No
1739	3461	3461	1674	2808-CHTDM	Female	0	Yes	Yes	23	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.1	611.45	No
1740	951	951	2942	5310-NOOVA	Male	0	No	No	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Electronic check	19.95	907.05	No
1741	3856	3856	3485	6221-AVQYL	Male	0	No	No	2	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	73.25	131.05	Yes
1742	1342	1342	1892	1636-NTNCO	Male	1	No	No	4	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	50.95	207.35	No
1743	1895	1895	993	9108-EQPNQ	Female	0	Yes	Yes	10	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	26.1	225.55	No
1744	97	97	4537	1100-DDVRV	Male	0	Yes	No	17	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Mailed check	49.8	836.35	No
1745	2047	2047	579	2640-LYMOV	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.65	38.8	No
1746	3456	3456	6470	4544-RXFMG	Male	0	Yes	Yes	8	Yes	No	DSL	No	No	No	No	No	No	One year	Yes	Mailed check	43.45	345.5	No
1747	1183	1183	5839	2077-MPJQO	Male	1	Yes	No	7	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.4	533.05	No
1748	4448	4448	1750	4137-JOPHL	Female	0	No	No	50	Yes	No	Fiber optic	No	No	Yes	Yes	No	Yes	Two year	Yes	Bank transfer (automatic)	89.7	4304.5	No
1749	4196	4196	917	4079-WWQQQ	Male	0	No	No	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	65.55	4807.45	No
1750	3038	3038	6829	8148-WOCMK	Male	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.6	125	No
1751	5296	5296	5305	9027-TMATR	Female	0	Yes	No	43	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	78.8	3460.3	No
1752	1577	1577	6271	6726-WEXXK	Male	1	Yes	No	27	Yes	Yes	Fiber optic	Yes	No	Yes	No	No	No	One year	Yes	Electronic check	85.9	2220.1	No
1753	4656	4656	6135	3726-TBHQT	Male	0	Yes	Yes	71	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	114.0	8175.9	No
1754	4184	4184	762	7379-POKDZ	Male	0	Yes	No	3	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.3	208.85	Yes
1755	5786	5786	3302	7774-OJSXI	Male	0	No	No	31	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	103.45	3066.45	Yes
1756	3913	3913	7001	6304-IJFSQ	Male	0	No	No	3	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	49.9	130.1	Yes
1757	3192	3192	1517	2924-KHUVI	Male	0	Yes	No	56	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	One year	Yes	Electronic check	100.55	5514.95	No
1758	1093	1093	1112	2176-LVPNX	Female	1	No	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Mailed check	89.85	6293.45	No
1759	3140	3140	6751	1241-FPMOF	Male	0	No	No	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.65	1025.05	No
1760	3974	3974	4281	8582-KRHPJ	Male	0	No	No	50	No	No phone service	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	35.0	1782.4	No
1761	316	316	4074	0946-CLJTI	Male	1	Yes	No	58	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	98.7	5812.6	Yes
1762	5514	5514	2774	9375-MHRRS	Male	0	No	No	6	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	No	Mailed check	50.05	288.35	No
1763	132	132	5022	2599-CIPQE	Male	0	Yes	Yes	71	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	109.3	7782.85	No
1764	1770	1770	2775	2634-HCZGT	Male	1	Yes	No	53	Yes	Yes	DSL	Yes	No	No	Yes	No	No	One year	Yes	Electronic check	60.05	3229.65	Yes
1765	2666	2666	1450	1735-XMJVH	Male	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.35	152.6	No
1766	1494	1494	2025	1488-PBLJN	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	116.85	8477.7	No
1767	5222	5222	133	3091-FYHKI	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	35.45	35.45	Yes
1768	1667	1667	4100	0608-JDVEC	Male	0	Yes	No	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Electronic check	19.8	1013.2	No
1769	299	299	6073	6096-EGVTU	Female	0	Yes	Yes	64	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	24.9	1595.5	No
1770	3373	3373	2743	2323-ARSVR	Male	0	Yes	No	67	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	111.05	7321.05	No
1771	616	616	1789	2586-CWXVV	Male	0	Yes	No	54	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	30.4	1621.35	No
1772	4169	4169	4833	8510-BBWMU	Female	0	No	No	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	19.75	806.95	No
1773	4698	4698	5803	4143-OOBWZ	Male	0	Yes	No	5	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	81.3	416.3	Yes
1774	1059	1059	3667	7826-VVKWT	Female	1	Yes	Yes	24	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Two year	Yes	Electronic check	96.55	2263.45	No
1775	2053	2053	4522	7305-ZWMAJ	Male	0	Yes	No	30	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	20.7	587.1	No
1776	3570	3570	542	2866-IKBTM	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.55	19.55	No
1777	5418	5418	5881	3229-USWAR	Female	0	No	No	34	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	79.95	2727.3	No
1778	4550	4550	1301	9795-SHUHB	Female	0	Yes	Yes	66	Yes	No	DSL	Yes	Yes	No	Yes	No	No	Two year	Yes	Credit card (automatic)	58.2	3810.8	No
1779	2231	2231	1482	9290-SHCMB	Female	1	No	No	13	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	96.85	1235.55	No
1780	1143	1143	1094	1338-CECEE	Male	0	Yes	Yes	41	Yes	Yes	DSL	No	Yes	Yes	No	Yes	No	One year	No	Bank transfer (automatic)	68.5	2839.95	No
1781	703	703	6062	3055-OYMSE	Female	1	No	No	53	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	73.8	4003.85	No
1782	2417	2417	3336	8380-MQINP	Female	0	Yes	Yes	55	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.3	1079.05	No
1783	1128	1128	6774	0970-QXPXW	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.65	19.65	No
1784	3135	3135	3690	6038-GCYEC	Female	0	No	No	24	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	54.15	1240.25	Yes
1785	4809	4809	3687	6849-OYAMU	Male	0	Yes	Yes	19	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	No	Bank transfer (automatic)	100.0	1888.65	Yes
1786	3904	3904	5113	9258-CNWAC	Female	0	Yes	Yes	71	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	113.65	8166.8	No
1787	414	414	1044	3354-OADJP	Female	0	No	No	8	Yes	No	DSL	Yes	No	No	Yes	No	No	One year	No	Bank transfer (automatic)	54.25	447.75	No
1788	4861	4861	3490	7743-EXURX	Male	0	Yes	Yes	8	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	51.05	415.05	Yes
1789	211	211	5105	2995-UPRYS	Female	1	Yes	No	40	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	99.2	4062.2	Yes
1790	5164	5164	2956	5649-RXQTV	Male	0	No	No	51	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.0	5038.15	No
1791	3201	3201	5091	2606-RMDHZ	Male	0	No	No	6	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	30.5	208.7	Yes
1792	5029	5029	5585	4667-OHGKG	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.3	19.3	Yes
1793	3826	3826	4114	1574-DYCWE	Female	0	Yes	Yes	51	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.95	1028.75	No
1794	5483	5483	4465	3606-SBKRY	Male	0	No	No	31	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	One year	Yes	Electronic check	50.05	1523.4	No
1795	2122	2122	1127	9330-DHBFL	Female	0	Yes	Yes	23	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	One year	Yes	Mailed check	66.25	1533.8	No
1796	5841	5841	6242	8265-HKSOW	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	Yes	Two year	No	Credit card (automatic)	107.45	7658.3	No
1797	2722	2722	4302	9134-WYRVP	Male	0	No	No	51	Yes	No	Fiber optic	Yes	No	No	No	Yes	No	One year	No	Mailed check	86.35	4267.15	No
1798	1646	1646	3646	9738-QLWTP	Male	0	No	No	39	Yes	No	Fiber optic	No	No	Yes	Yes	No	No	One year	No	Electronic check	81.9	3219.75	No
1799	940	940	6878	2990-HWIML	Female	0	No	No	6	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	89.5	573.3	Yes
1800	5962	5962	5311	8053-WWDRO	Female	0	Yes	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	19.5	146.3	Yes
1801	5754	5754	1291	7993-PYKOF	Male	0	Yes	No	8	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	No	Electronic check	75.0	632.95	Yes
1802	2451	2451	5125	2982-VPSGI	Female	0	Yes	No	11	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.0	1078.9	Yes
1803	713	713	110	0486-HECZI	Male	0	Yes	No	55	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	96.75	5238.9	Yes
1804	5580	5580	2565	7996-BPXHY	Female	0	Yes	Yes	13	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	25.0	332.5	No
1805	1078	1078	5321	7718-UPSKJ	Female	0	Yes	No	69	Yes	No	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	106.4	7251.9	No
1806	2203	2203	3922	6173-GOLSU	Male	1	Yes	No	67	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	94.65	6079	No
1807	1135	1135	1831	3402-XRIUO	Female	1	Yes	No	22	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	Month-to-month	Yes	Mailed check	63.55	1381.8	No
1808	2409	2409	6066	5349-IECLD	Male	0	No	No	2	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	No	Electronic check	94.95	178.1	Yes
1809	46	46	3016	4484-CGXFK	Female	0	No	No	3	Yes	No	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	55.3	196.15	Yes
1810	1955	1955	5694	0983-TATYJ	Female	0	Yes	No	33	Yes	No	DSL	No	No	No	Yes	No	No	One year	Yes	Mailed check	51.45	1758.9	No
1811	3883	3883	2740	0415-MOSGF	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	44.4	44.4	Yes
1812	4073	4073	2848	7508-KBIMB	Male	0	Yes	Yes	24	Yes	No	DSL	Yes	No	Yes	No	No	No	One year	Yes	Credit card (automatic)	56.25	1454.25	No
1813	779	779	90	4767-HZZHQ	Male	0	Yes	Yes	30	Yes	No	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	No	Bank transfer (automatic)	82.05	2570.2	No
1814	2901	2901	2998	4770-UEZOX	Male	0	No	No	2	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	74.75	144.8	No
1815	2938	2938	5766	1183-CANVH	Female	0	Yes	No	23	Yes	No	DSL	No	No	No	Yes	Yes	No	One year	No	Bank transfer (automatic)	60.0	1347.15	No
1816	796	796	6806	4933-BSAIP	Female	0	Yes	No	40	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.1	780.1	No
1817	3474	3474	3576	2560-QTSBS	Female	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Bank transfer (automatic)	23.3	1623.15	No
1818	5379	5379	5726	2888-ADFAO	Female	0	Yes	Yes	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	21.3	1041.8	No
1819	3816	3816	2772	3470-OBUET	Female	0	Yes	Yes	67	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	Two year	No	Credit card (automatic)	74.0	4868.4	No
1820	4402	4402	4278	6821-JPCDC	Female	0	Yes	No	48	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	97.05	4692.95	No
1821	2567	2567	4529	0423-UDIJQ	Male	1	No	No	9	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	No	Mailed check	49.2	447.9	No
1822	4082	4082	2448	9221-OTIVJ	Female	1	No	No	14	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	104.85	1531.4	Yes
1823	5763	5763	5727	8707-HOEDG	Female	0	Yes	Yes	70	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	110.2	7689.8	No
1824	936	936	1956	0019-EFAEP	Female	0	No	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	No	Two year	Yes	Bank transfer (automatic)	101.3	7261.25	No
1825	351	351	1161	5868-CZJDR	Male	0	No	Yes	1	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	31.35	31.35	Yes
1826	3660	3660	4211	2034-CGRHZ	Male	1	No	No	24	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	102.95	2496.7	Yes
1827	1733	1733	6357	8079-XRJRS	Male	0	Yes	No	65	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	One year	No	Electronic check	89.75	5769.6	Yes
1828	365	365	5234	3858-XHYJO	Female	0	Yes	No	40	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	One year	No	Bank transfer (automatic)	105.75	4228.55	No
1829	3200	3200	4449	2001-EWBQU	Female	0	No	No	60	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	No	Electronic check	104.7	6333.8	No
1830	4798	4798	5788	4815-GBTCD	Female	0	Yes	No	4	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	25.15	99.95	No
1831	5973	5973	6231	3296-SILRA	Female	1	Yes	No	1	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	76.4	76.4	Yes
1832	5972	5972	3444	3739-YBWAB	Male	0	Yes	No	36	No	No phone service	DSL	Yes	No	Yes	No	No	No	One year	No	Mailed check	35.35	1317.95	No
1833	1015	1015	5673	6260-XLACS	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.7	117.8	No
1834	1081	1081	844	3027-ZTDHO	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	89.9	89.9	Yes
1835	3354	3354	3967	5914-GXMDA	Female	0	Yes	No	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.3	593.2	No
1836	3537	3537	5849	0281-CNTZX	Male	0	Yes	No	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	19.95	1234.8	No
1837	744	744	3150	6029-CSMJE	Male	0	No	No	17	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	25.65	440.2	No
1838	686	686	3541	1530-ZTDOZ	Female	0	Yes	No	49	No	No phone service	DSL	Yes	No	No	No	Yes	No	Month-to-month	No	Bank transfer (automatic)	40.65	2070.75	No
1839	963	963	6722	5481-NTDOH	Female	1	Yes	No	67	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	107.05	7142.5	No
1840	677	677	414	1996-DBMUS	Female	1	Yes	No	48	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	70.65	3545.05	No
1841	4793	4793	922	4301-VVZKA	Male	0	Yes	No	16	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.4	1189.4	No
1842	2773	2773	331	9498-FIMXL	Female	0	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	19.2	161.95	No
1843	4541	4541	74	5630-AHZIL	Female	0	No	Yes	3	Yes	No	DSL	Yes	No	No	Yes	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	64.5	177.4	No
1844	1719	1719	3833	9169-BSVIN	Male	0	No	No	12	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	74.75	827.05	No
1845	4365	4365	5454	2506-TNFCO	Female	1	Yes	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.55	69.55	Yes
1846	1235	1235	3053	0960-HUWBM	Male	0	Yes	Yes	65	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	104.1	6700.05	No
1847	1454	1454	6423	0480-KYJVA	Female	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	24.25	1784.5	No
1848	3353	3353	5850	6927-WTFIV	Male	1	No	No	20	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	71.3	1389.2	Yes
1849	3394	3394	5717	8169-SAEJD	Male	1	Yes	No	69	No	No phone service	DSL	Yes	Yes	No	No	Yes	Yes	Two year	No	Credit card (automatic)	56.55	3952.65	No
1850	4487	4487	3920	6339-TBELP	Male	0	No	No	71	Yes	Yes	Fiber optic	No	No	Yes	Yes	No	No	Two year	Yes	Credit card (automatic)	86.4	6172	No
1851	4115	4115	3224	4013-UBXWQ	Female	0	No	No	7	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	74.65	521.1	Yes
1852	5528	5528	2950	3345-JHUEO	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Electronic check	20.2	55.7	No
1853	1236	1236	2498	1134-YWTYF	Male	0	Yes	No	27	Yes	No	DSL	No	Yes	No	Yes	No	No	Month-to-month	Yes	Electronic check	53.8	1389.85	No
1854	4318	4318	6872	5297-MDOIR	Female	0	Yes	No	63	Yes	No	Fiber optic	Yes	No	Yes	No	No	No	One year	Yes	Credit card (automatic)	81.15	5224.5	No
1855	1037	1037	5720	2325-WINES	Female	0	No	No	32	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	104.05	3416.85	No
1856	4261	4261	1591	8246-SHFGA	Male	0	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	21.1	385.55	No
1857	5288	5288	4846	8993-IZEUX	Male	0	No	No	7	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	69.15	488.65	No
1858	3736	3736	3976	5261-QSHQM	Female	0	No	No	4	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	24.45	86.6	Yes
1859	506	506	2876	6746-WAUWT	Male	0	No	No	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Credit card (automatic)	19.7	386.5	No
1860	4559	4559	3186	3457-PQBYH	Female	0	Yes	Yes	58	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.3	1160.75	No
1861	458	458	3882	9348-YVOMK	Male	0	No	No	4	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	44.8	176.2	No
1862	1113	1113	2684	5440-VHLUL	Male	0	No	No	69	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	105.2	7386.05	No
1863	3214	3214	3737	8601-QACRS	Female	0	No	No	5	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	50.6	249.95	Yes
1864	955	955	2807	1015-JPFYW	Male	0	No	Yes	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.45	136.75	No
1865	924	924	2470	2143-LJULT	Female	0	Yes	No	67	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	25.25	1733.15	No
1866	341	341	3773	8260-NGFNY	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	25.2	25.2	Yes
1867	5489	5489	5315	2082-CEFLT	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	45.6	45.6	Yes
1868	3484	3484	6473	9223-UCPVT	Female	0	No	No	1	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	No	Electronic check	94.4	94.4	Yes
1869	4979	4979	6285	2812-ENYMO	Male	0	No	No	26	No	No phone service	DSL	Yes	No	No	Yes	Yes	Yes	One year	No	Credit card (automatic)	54.55	1362.85	No
1870	574	574	452	8847-GEOOQ	Male	0	Yes	No	60	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	60.2	3582.4	No
1871	987	987	2827	1845-ZLLIG	Male	0	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	50.15	50.15	No
1872	719	719	1919	3946-MHCZW	Male	0	No	No	1	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	No	Mailed check	50.9	50.9	Yes
1873	1195	1195	6263	8409-WQJUX	Female	0	No	No	25	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	One year	No	Electronic check	54.2	1423.15	No
1874	1074	1074	2154	4335-UPJSI	Female	0	No	Yes	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.75	498.1	No
1875	5597	5597	4893	4432-ADRLB	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	44.65	74.9	Yes
1876	3753	3753	4445	3134-DSHVC	Female	0	No	No	63	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	No	Two year	No	Credit card (automatic)	98.0	6218.45	No
1877	3324	3324	4283	7044-YAACC	Male	1	Yes	No	4	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.2	280.35	No
1878	5243	5243	4849	8190-ZTQFB	Male	0	No	No	41	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	One year	Yes	Electronic check	51.35	2075.1	No
1879	4321	4321	53	7495-OOKFY	Female	1	Yes	No	8	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	80.65	633.3	Yes
1880	47	47	221	4443-EMBNA	Female	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.75	1836.9	No
1881	1553	1553	1873	0973-KYVNF	Female	0	Yes	Yes	72	Yes	No	DSL	Yes	Yes	Yes	No	Yes	No	Two year	Yes	Credit card (automatic)	70.65	5011.15	No
1882	4463	4463	3115	4822-NGOCH	Female	0	No	No	13	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	84.45	1058.6	Yes
1883	3584	3584	1133	3156-QLHBO	Male	0	No	Yes	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.25	48.35	No
1884	4213	4213	3526	9026-RNUJS	Male	1	No	No	5	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	No	Electronic check	50.35	237.25	Yes
1885	3068	3068	639	0195-IESCP	Male	0	Yes	No	10	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	85.25	855.3	Yes
1886	5076	5076	2017	1087-GRUYI	Male	0	Yes	No	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	20.4	743.5	No
1887	5047	5047	6090	9625-QNLUX	Male	0	Yes	Yes	68	Yes	No	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Credit card (automatic)	103.25	7074.4	No
1888	1032	1032	3783	1469-LBJQJ	Female	0	Yes	No	66	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.2	6936.85	No
1889	1856	1856	2749	9086-YJYXS	Male	0	Yes	Yes	34	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	One year	No	Bank transfer (automatic)	77.2	2753.8	No
1890	4831	4831	5868	9214-EKVXR	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	44.0	44	No
1891	547	547	2002	0017-DINOC	Male	0	No	No	54	No	No phone service	DSL	Yes	No	No	Yes	Yes	No	Two year	No	Credit card (automatic)	45.2	2460.55	No
1892	793	793	5072	5995-SNNEW	Male	1	Yes	No	23	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	104.45	2184.85	No
1893	1501	1501	6697	8080-POTJR	Female	0	No	No	30	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	79.3	2427.1	No
1894	1572	1572	2366	1846-XWOQN	Female	1	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.15	70.15	Yes
1895	2480	2480	4906	8639-NHQEI	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	Two year	Yes	Bank transfer (automatic)	95.9	6954.15	No
1896	870	870	2680	6997-UVGOX	Male	0	Yes	Yes	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	85.45	6029.9	No
1897	2676	2676	5677	2896-TBNBE	Male	0	Yes	No	40	Yes	No	Fiber optic	No	Yes	Yes	No	No	No	One year	No	Electronic check	80.8	3132.75	No
1898	2470	2470	5532	8174-LNWMW	Female	0	No	No	31	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.9	689.35	No
1899	330	330	5872	4550-EVXNY	Female	0	No	Yes	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.65	69.65	Yes
1900	2351	2351	1587	5939-SXWHM	Male	0	Yes	Yes	48	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	26.3	1245.05	No
1901	3270	3270	2097	8087-LGYHQ	Male	0	No	No	9	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.05	811.65	No
1902	4098	4098	273	4716-HHKQH	Male	1	Yes	No	20	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	Month-to-month	No	Electronic check	107.05	2172.05	No
1903	3673	3673	6967	8739-WWKDU	Male	1	No	No	25	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	89.5	2196.15	Yes
1904	2445	2445	3875	2403-BCASL	Male	1	Yes	Yes	41	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	111.95	4534.9	Yes
1905	1713	1713	3590	9447-YPTBX	Female	0	Yes	No	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Bank transfer (automatic)	19.85	943.1	No
1906	5305	5305	2938	5294-IMHHT	Male	0	Yes	No	53	Yes	Yes	Fiber optic	No	Yes	No	Yes	No	Yes	One year	No	Bank transfer (automatic)	97.75	5043.2	No
1907	3783	3783	5655	5666-MBJPT	Male	0	No	No	65	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	25.1	1725	No
1908	5333	5333	2914	0484-FFVBJ	Male	0	No	No	32	Yes	No	DSL	No	No	No	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	64.85	2010.95	No
1909	3535	3535	4517	2012-NWRPA	Female	1	Yes	No	11	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.55	1131.2	Yes
1910	710	710	6067	1397-XKKWR	Male	0	No	No	7	No	No phone service	DSL	Yes	No	Yes	No	No	No	One year	No	Mailed check	35.3	264.8	No
1911	5701	5701	5630	9801-GDWGV	Female	0	No	No	39	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	103.45	3994.45	Yes
1912	1101	1101	3413	5294-DMSFH	Female	0	Yes	Yes	29	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	87.8	2621.75	No
1913	5818	5818	4191	2027-WKXMW	Female	0	Yes	No	63	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	108.75	6871.7	No
1914	3382	3382	1486	5208-HFSBT	Female	0	No	No	2	Yes	No	DSL	No	Yes	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	55.05	102.75	Yes
1915	889	889	3885	4090-KPJIP	Female	0	No	No	3	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.95	212.4	No
1916	2748	2748	2714	6838-YAUVY	Female	0	No	No	54	Yes	Yes	Fiber optic	No	No	Yes	Yes	No	Yes	Two year	Yes	Bank transfer (automatic)	95.1	5064.85	No
1917	356	356	6754	2775-SEFEE	Male	0	No	Yes	0	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	Two year	Yes	Bank transfer (automatic)	61.9		No
1918	1304	1304	2569	8237-ULIXL	Female	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	24.85	1871.85	No
1919	3061	3061	6435	0298-XACET	Male	0	Yes	Yes	52	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	No	Two year	No	Mailed check	50.2	2554	No
1920	493	493	5520	8034-RYTVV	Female	0	No	No	55	Yes	Yes	Fiber optic	Yes	No	Yes	No	No	No	One year	Yes	Credit card (automatic)	84.25	4589.85	No
1921	1103	1103	1963	7967-HYCDE	Male	0	No	No	8	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	70.7	553.4	No
1922	69	69	2476	9135-MGVPY	Male	0	Yes	No	69	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Mailed check	84.7	5878.9	No
1923	1313	1313	2388	9822-OAOVB	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	55.45	55.45	No
1924	3626	3626	1523	9327-QSDED	Male	0	No	No	8	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	43.55	335.4	No
1925	5188	5188	5063	3744-ZRRDZ	Male	0	No	No	21	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	82.35	1852.85	Yes
1926	3573	3573	3679	1240-KNSEZ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	20.1	20.1	Yes
1927	1618	1618	4923	6075-QMNRR	Female	0	No	No	52	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	49.75	2535.55	No
1928	5463	5463	1664	4829-AUOAX	Female	0	No	No	46	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	96.05	4399.5	Yes
1929	1535	1535	6216	7162-WPHPM	Male	0	Yes	Yes	58	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	Two year	No	Credit card (automatic)	71.6	4230.25	No
1930	175	175	4582	6122-LJADA	Male	0	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	90.15	6237.05	No
1931	981	981	5696	0156-FVPTA	Male	0	Yes	No	22	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	54.2	1152.7	Yes
1932	3202	3202	5326	5688-KZTSN	Male	0	Yes	Yes	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Electronic check	20.0	288.05	Yes
1933	826	826	3279	6064-PUPMC	Male	0	Yes	Yes	23	Yes	No	DSL	Yes	No	No	Yes	No	No	One year	No	Credit card (automatic)	57.2	1423.35	No
1934	2452	2452	1227	8496-DMZUK	Male	0	No	No	30	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	One year	No	Bank transfer (automatic)	90.4	2820.65	No
1935	5560	5560	3394	9052-DHNKM	Male	0	No	No	26	Yes	Yes	DSL	Yes	Yes	No	No	No	No	One year	No	Electronic check	61.55	1581.95	No
1936	1254	1254	507	7218-HKQFK	Male	0	Yes	No	2	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	94.2	167.5	Yes
1937	5976	5976	5334	6386-SZZKH	Female	0	Yes	Yes	49	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	107.95	5293.2	Yes
1938	2010	2010	2525	3133-PZNSR	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	No	Yes	Two year	Yes	Credit card (automatic)	97.75	6991.6	No
1939	3870	3870	2793	3904-UKFRE	Male	0	No	No	4	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	80.1	336.15	No
1940	4244	4244	3738	4950-BDEUX	Male	0	No	No	35	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	No	Electronic check	49.2	1701.65	No
1941	764	764	6887	2511-ALLCS	Female	0	Yes	Yes	35	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.3	821.6	No
1942	5741	5741	854	7695-PKLCZ	Female	0	No	No	68	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.5	1424.9	No
1943	1600	1600	1503	0481-SUMCB	Female	1	No	No	45	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	102.15	4735.35	No
1944	2	2	6344	9286-DOJGF	Female	1	Yes	No	38	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	74.95	2869.85	Yes
1945	800	800	5446	6141-OOXUQ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.65	19.65	Yes
1946	786	786	69	7410-OIEDU	Male	0	No	No	10	Yes	No	Fiber optic	Yes	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	79.85	887.35	No
1947	4149	4149	4116	2466-FCCPT	Female	0	Yes	Yes	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	19.7	395.6	No
1948	5894	5894	995	3842-IYKUE	Female	0	No	No	35	Yes	Yes	Fiber optic	No	Yes	No	Yes	No	No	Month-to-month	No	Credit card (automatic)	85.3	2917.5	Yes
1949	3095	3095	6950	2075-RMJIK	Female	0	Yes	Yes	5	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Mailed check	49.4	232.55	No
1950	4346	4346	6981	5568-DMXZS	Female	0	No	No	8	Yes	No	DSL	No	Yes	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	65.45	554.45	No
1951	674	674	3246	8806-EAGWC	Male	0	No	No	3	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	No	Mailed check	55.15	159.15	Yes
1952	3733	3733	5935	2931-FSOHN	Male	1	No	No	13	Yes	No	DSL	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	59.9	788.35	No
1953	4654	4654	722	4952-YSOGZ	Female	0	Yes	Yes	4	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	85.95	381.3	Yes
1954	3515	3515	6091	3097-NQYSN	Male	1	Yes	No	2	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Mailed check	86.85	156.35	Yes
1955	5386	5386	5536	0778-NELLA	Male	0	No	No	9	No	No phone service	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	34.7	296.1	Yes
1956	4695	4695	3600	8623-TMRBY	Male	1	Yes	Yes	51	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	84.2	4146.05	Yes
1957	2803	2803	3321	3913-RDSJZ	Female	0	Yes	No	64	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.55	1714.95	No
1958	238	238	1632	1899-VXWXM	Male	0	No	No	48	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	106.1	5082.8	Yes
1959	427	427	969	3158-MOERK	Female	0	No	No	2	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	96.0	174.8	Yes
1960	3453	3453	3423	2947-DOMLJ	Male	0	No	Yes	1	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	50.6	50.6	Yes
1961	204	204	1886	6695-FRVEC	Male	0	Yes	Yes	67	Yes	No	DSL	Yes	No	Yes	Yes	No	No	Two year	Yes	Bank transfer (automatic)	60.4	3953.7	No
1962	923	923	1172	1641-RQDAY	Female	1	Yes	Yes	32	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.4	3217.65	No
1963	240	240	2879	4550-VBOFE	Male	1	Yes	No	70	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	102.95	7101.5	Yes
1964	3487	3487	2279	5334-AFQJB	Male	1	No	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	25.1	1789.9	No
1965	1927	1927	6627	1074-WVEVG	Female	0	Yes	No	59	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.35	1267	No
1966	4512	4512	3776	6968-URWQU	Male	0	Yes	No	43	Yes	No	DSL	No	No	No	No	Yes	No	One year	Yes	Mailed check	56.35	2391.15	No
1967	670	670	6612	1062-LHZOD	Male	0	Yes	Yes	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	69.9	69.9	Yes
1968	3594	3594	3919	9025-AOMKI	Female	0	No	No	6	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	93.55	536.4	Yes
1969	3120	3120	6846	6618-RYATB	Female	0	No	No	1	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	79.55	79.55	Yes
1970	4474	4474	5158	8092-NLTGF	Male	0	No	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.75	1777.6	No
1971	5206	5206	5651	4471-KXAUH	Female	0	Yes	No	42	Yes	Yes	Fiber optic	No	No	Yes	Yes	No	No	Month-to-month	Yes	Electronic check	84.3	3588.4	Yes
1972	694	694	3038	5897-ZYEKH	Female	1	Yes	No	67	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	Yes	One year	Yes	Electronic check	105.6	7112.15	No
1973	3155	3155	3657	8450-LUGUK	Female	0	Yes	Yes	37	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	24.1	861.85	No
1974	1023	1023	1973	9675-ICXCT	Male	0	Yes	Yes	72	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	80.8	5728.55	No
1975	2776	2776	5103	6421-SZVEM	Female	0	Yes	Yes	28	Yes	No	Fiber optic	Yes	No	No	No	No	Yes	One year	Yes	Bank transfer (automatic)	82.85	2320.8	No
1976	4183	4183	5043	4325-NFSKC	Male	1	No	No	19	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	90.6	1660	Yes
1977	4249	4249	2604	6481-ESCNL	Female	0	No	No	29	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	100.55	2878.75	No
1978	1044	1044	2053	6173-ITPWD	Male	0	Yes	No	47	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	83.35	4065	Yes
1979	366	366	3414	4837-PZTIC	Female	0	No	No	47	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	Two year	No	Mailed check	41.9	1875.25	No
1980	3879	3879	4065	7239-HZZCX	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.75	19.75	Yes
1981	5688	5688	4736	3050-RLLXC	Female	0	Yes	Yes	56	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	No	Credit card (automatic)	81.25	4620.4	No
1982	1140	1140	6708	2272-QAGFO	Female	1	No	No	14	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.3	1096.25	Yes
1983	1378	1378	731	6621-YOBKI	Male	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.35	92.75	No
1984	259	259	5391	8124-NZVGJ	Female	0	No	No	6	No	No phone service	DSL	No	No	No	Yes	Yes	Yes	One year	Yes	Mailed check	49.25	255.6	No
1985	2307	2307	888	0048-LUMLS	Male	0	Yes	Yes	37	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	One year	No	Credit card (automatic)	91.2	3247.55	No
1986	5344	5344	5073	8050-WYBND	Female	0	No	Yes	22	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	49.45	1031.4	No
1987	3277	3277	6048	9253-QXKBE	Male	1	Yes	No	29	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.45	2653.65	Yes
1988	4162	4162	5848	9958-MEKUC	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	Yes	Two year	No	Credit card (automatic)	103.95	7517.7	No
1989	2996	2996	820	4220-TINQT	Female	0	Yes	No	61	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	106.35	6751.35	No
1990	4800	4800	5567	8133-ANHHJ	Female	1	No	No	49	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	Yes	One year	No	Bank transfer (automatic)	103.0	5166.2	No
1991	1214	1214	3434	1877-HKBQX	Female	0	No	No	11	Yes	No	DSL	Yes	No	No	Yes	No	No	One year	Yes	Mailed check	54.6	617.85	No
1992	3098	3098	1821	3536-IQCTX	Male	1	Yes	No	32	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Electronic check	85.3	2661.1	Yes
1993	163	163	2226	3298-QEICA	Female	0	Yes	Yes	23	No	No phone service	DSL	Yes	No	No	Yes	No	No	Two year	No	Mailed check	34.6	813.45	No
1994	5215	5215	4175	6248-BSHKG	Male	0	Yes	Yes	61	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.4	1226.45	No
1995	2907	2907	5627	9334-GWGOW	Male	1	Yes	No	7	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.85	485.25	No
1996	1583	1583	4617	3007-FDPEA	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Bank transfer (automatic)	20.7	39.85	No
1997	264	264	6875	6848-HJTXY	Female	0	Yes	No	64	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.45	1208.6	No
1998	385	385	1010	0929-HYQEW	Male	0	No	No	3	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Mailed check	50.15	160.85	No
1999	1943	1943	1424	7560-QRBXH	Female	0	No	Yes	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.95	936.7	No
2000	231	231	1783	8380-PEFPE	Male	0	No	Yes	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	71.65	71.65	Yes
2001	2336	2336	3130	0496-AHOOK	Male	0	Yes	No	24	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	One year	No	Bank transfer (automatic)	74.4	1712.9	No
2002	5130	5130	4613	6987-XQSJT	Female	1	No	No	54	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	79.5	4370.25	Yes
2003	5970	5970	2919	1936-CZAKF	Male	0	Yes	No	49	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Two year	No	Credit card (automatic)	49.65	2409.9	No
2004	701	701	5121	4903-CNOZC	Male	0	No	No	29	Yes	Yes	DSL	No	Yes	Yes	No	No	Yes	One year	No	Credit card (automatic)	70.9	1964.6	No
2005	5356	5356	3348	2172-EJXVF	Female	1	No	No	71	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	105.9	7521.95	No
2006	4644	4644	6615	8344-WFMFH	Male	0	No	Yes	9	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	50.1	484.05	No
2007	272	272	4801	0988-AADSA	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	No	Bank transfer (automatic)	80.85	5824.75	No
2008	3890	3890	2532	9825-YCXWZ	Female	1	No	No	41	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	101.1	4016.2	No
2009	1126	1126	2845	9093-FPDLG	Female	0	No	No	11	Yes	No	Fiber optic	No	Yes	Yes	Yes	No	Yes	Month-to-month	Yes	Electronic check	94.2	999.9	No
2010	1395	1395	5352	6559-PDZLR	Male	0	No	No	26	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	98.65	2537	No
2011	277	277	3538	9028-LIHRP	Male	0	Yes	Yes	71	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	Two year	No	Credit card (automatic)	100.2	7209	No
2012	1151	1151	5860	4512-ZUIYL	Female	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	70.0	153.05	Yes
2013	2383	2383	5095	7269-JISCY	Female	0	No	No	55	Yes	No	DSL	No	No	No	No	No	No	One year	No	Bank transfer (automatic)	45.05	2462.6	No
2014	1019	1019	1351	7266-GSSJX	Male	0	Yes	Yes	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Electronic check	20.45	250.8	No
2015	1886	1886	6504	6110-OHIHY	Male	0	No	No	3	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	79.25	267.6	Yes
2016	4032	4032	4904	0114-PEGZZ	Female	0	No	No	33	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	No	Electronic check	107.55	3645.5	No
2017	1446	1446	411	4163-NCJAK	Female	0	Yes	No	46	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Bank transfer (automatic)	24.45	1066.15	No
2018	5308	5308	4980	8595-SIZNC	Female	1	Yes	No	22	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	25.6	548.8	No
2019	4663	4663	5479	8990-ZXLSU	Female	0	No	No	9	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	69.05	651.5	No
2020	5146	5146	2193	6922-NCEDI	Male	0	No	Yes	56	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	21.2	1238.65	No
2021	4734	4734	3056	0263-FJTQO	Male	0	Yes	Yes	50	Yes	Yes	DSL	Yes	No	No	Yes	Yes	No	Two year	Yes	Credit card (automatic)	70.5	3486.65	No
2022	2143	2143	5902	7054-ENNGU	Female	0	Yes	No	9	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Mailed check	50.85	466.6	No
2023	2808	2808	1952	0564-MUUQK	Female	0	Yes	Yes	20	Yes	Yes	Fiber optic	No	No	Yes	Yes	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	95.5	1916.2	No
2024	1094	1094	776	9505-SQFSW	Female	0	Yes	Yes	3	No	No phone service	DSL	No	Yes	No	No	No	Yes	Month-to-month	No	Mailed check	40.3	92.5	No
2025	3693	3693	6305	1597-LHYNC	Female	1	No	No	26	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	95.0	2497.2	Yes
2026	5664	5664	4090	1453-RZFON	Female	0	No	Yes	1	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	49.9	49.9	No
2027	2922	2922	6992	0218-QNVAS	Male	0	Yes	Yes	71	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	One year	No	Bank transfer (automatic)	100.55	7113.75	No
2028	4067	4067	89	3016-KSVCP	Male	0	Yes	No	29	No	No phone service	DSL	No	No	No	No	Yes	No	Month-to-month	No	Mailed check	33.75	1009.25	No
2029	2545	2545	6693	7895-VONWT	Female	0	No	No	25	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	48.25	1293.8	No
2030	964	964	3349	0897-FEGMU	Female	0	Yes	No	11	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.5	1056.95	Yes
2031	4943	4943	6544	6661-HBGWL	Female	1	No	No	42	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	104.75	4323.45	Yes
2032	179	179	5462	9289-LBQVU	Male	0	Yes	No	64	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	One year	Yes	Mailed check	70.15	4480.7	No
2033	4217	4217	4543	7216-KAOID	Male	0	Yes	Yes	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	19.5	798.2	No
2034	4109	4109	520	5174-ITUMV	Male	0	Yes	Yes	67	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	105.4	6989.45	No
2035	3629	3629	6521	1092-WPIVQ	Female	0	Yes	Yes	18	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.1	428.45	No
2036	3694	3694	5809	8132-YPVBX	Female	0	No	No	6	Yes	No	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Mailed check	85.95	514.6	No
2037	4766	4766	2674	1855-CFULU	Female	1	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.05	91.45	No
2038	1952	1952	6460	8761-NSOBC	Male	0	No	No	44	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	Yes	Month-to-month	No	Electronic check	100.55	4398.15	Yes
2039	2157	2157	2566	3227-WLKLI	Female	0	Yes	Yes	65	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	91.55	5963.95	No
2040	2735	2735	2282	1587-FKLZB	Male	1	Yes	Yes	66	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	99.5	6822.15	Yes
2041	105	105	6529	7235-NXZCP	Male	1	No	No	2	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	74.85	156.4	Yes
2042	3512	3512	5472	4277-UDIEF	Male	0	Yes	Yes	24	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	81.0	1923.85	No
2043	999	999	6965	7789-CRUVC	Female	1	Yes	No	61	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	94.2	5895.45	No
2044	4422	4422	826	3643-AHCFP	Male	1	Yes	No	7	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	95.6	644.35	Yes
2045	488	488	5167	4188-PCPIG	Female	0	Yes	No	57	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	Two year	Yes	Credit card (automatic)	70.35	4124.65	No
2046	1341	1341	6815	0270-THENM	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	Two year	No	Bank transfer (automatic)	69.85	5102.35	No
2047	5628	5628	4067	9140-CZQZZ	Female	0	Yes	No	68	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	79.6	5515.8	No
2048	2041	2041	3125	5222-JCXZT	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.0	78.9	No
2049	2139	2139	3410	4918-QLLIW	Male	0	No	No	3	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	No	Credit card (automatic)	53.4	188.7	Yes
2050	4762	4762	2116	4349-GFQHK	Male	0	No	No	1	Yes	Yes	DSL	No	No	Yes	No	No	No	Month-to-month	No	Electronic check	54.35	54.35	Yes
2051	5151	5151	5124	7267-FRMJW	Female	0	Yes	Yes	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.1	486.05	No
2052	2744	2744	1701	6097-EQISJ	Female	0	Yes	Yes	66	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	102.45	6615.15	Yes
2053	2019	2019	5820	1752-OZXFY	Male	0	Yes	No	60	Yes	No	DSL	Yes	No	No	No	Yes	No	One year	Yes	Mailed check	59.8	3561.15	No
2054	4750	4750	2443	9802-CAQUT	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Two year	No	Credit card (automatic)	109.55	7887.25	No
2055	5585	5585	1243	5552-ZNFSJ	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	45.3	45.3	Yes
2056	4077	4077	6028	1871-MOWRM	Male	0	Yes	No	12	Yes	No	Fiber optic	Yes	No	No	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	80.85	866.45	Yes
2057	4719	4719	1645	9490-DFPMD	Female	1	No	No	42	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	84.65	3541.35	Yes
2058	1602	1602	150	3780-YVMFA	Female	0	Yes	Yes	8	Yes	No	DSL	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	68.55	564.35	No
2059	1157	1157	4385	1930-BZLHI	Male	0	No	No	21	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	20.35	422.7	No
2060	5638	5638	2961	6898-MDLZW	Male	0	No	No	12	Yes	No	DSL	No	Yes	No	Yes	No	No	Month-to-month	Yes	Mailed check	53.75	648.65	No
2061	2917	2917	178	5947-SGKCL	Female	0	Yes	Yes	15	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	105.35	1559.25	No
2062	3927	3927	6574	6969-MVBAI	Female	1	No	No	9	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	90.1	816.8	No
2063	5703	5703	1369	5478-JJVZK	Female	0	No	No	33	Yes	Yes	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	60.9	2033.85	No
2064	1052	1052	6377	7851-FLGGQ	Male	0	No	No	1	No	No phone service	DSL	No	Yes	No	Yes	No	Yes	Month-to-month	Yes	Mailed check	44.65	44.65	Yes
2065	1149	1149	5436	7246-ZGQDF	Female	0	No	Yes	1	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Electronic check	54.5	54.5	No
2066	3222	3222	6193	5716-LIBJC	Female	0	No	Yes	13	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	104.15	1299.1	No
2067	1762	1762	389	5522-JBWMO	Male	0	No	Yes	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	44.0	44	No
2068	3891	3891	4293	2114-MGINA	Female	0	No	No	14	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Mailed check	89.8	1129.1	Yes
2069	475	475	1018	3748-FVMZZ	Male	0	No	No	4	No	No phone service	DSL	No	No	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	40.05	162.45	No
2070	3305	3305	6824	8444-WRIDW	Female	1	No	No	66	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	80.45	5224.35	Yes
2071	1994	1994	2218	5494-WOZRZ	Female	0	Yes	Yes	71	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	82.0	5999.85	No
2072	3427	3427	6418	2486-WYVVE	Male	0	Yes	No	31	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	One year	Yes	Mailed check	79.3	2484	No
2073	1225	1225	1684	4422-QVIJA	Female	0	No	Yes	35	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	50.15	1655.35	No
2074	68	68	1419	3498-LZGQZ	Male	0	Yes	Yes	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	19.15	1177.05	No
2075	2042	2042	3492	0975-VOOVL	Female	0	No	No	3	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	No	Mailed check	29.2	98.5	No
2076	2863	2863	880	9851-KIELU	Male	0	No	No	10	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	110.1	1043.3	Yes
2077	2645	2645	4322	7394-LWLYN	Female	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.15	123.8	No
2078	1555	1555	2596	5837-LXSDN	Female	0	Yes	Yes	21	Yes	No	DSL	No	Yes	No	No	Yes	No	One year	Yes	Credit card (automatic)	58.85	1215.45	No
2079	2327	2327	4986	2694-CIUMO	Female	0	No	No	12	Yes	Yes	Fiber optic	No	No	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	79.55	958.25	No
2080	5191	5191	1353	7073-QETQY	Male	0	Yes	Yes	66	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Electronic check	20.35	1359.5	No
2081	2719	2719	6372	6368-TZZDT	Male	0	Yes	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.5	96.85	No
2082	1660	1660	480	0486-LGCCH	Male	0	Yes	Yes	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.65	225.75	No
2083	3517	3517	6747	5245-VDBUR	Female	0	Yes	No	52	No	No phone service	DSL	Yes	No	Yes	No	No	No	One year	No	Mailed check	35.45	1958.95	No
2084	3170	3170	6836	5868-YWPDW	Male	1	Yes	No	6	Yes	No	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	84.2	519.15	Yes
2085	2928	2928	2073	3061-BCKYI	Male	0	No	No	14	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.9	283.75	No
2086	1548	1548	1211	1373-ORVIZ	Female	0	Yes	Yes	11	Yes	Yes	DSL	No	No	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	66.35	740.8	Yes
2087	2412	2412	413	5973-EJGDP	Male	0	No	No	51	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	No	Month-to-month	Yes	Electronic check	87.35	4473	No
2088	3852	3852	6386	6656-GULJQ	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	83.55	6093.3	No
2089	5495	5495	6407	6728-CZFEI	Female	0	No	No	15	Yes	No	DSL	No	No	No	No	Yes	No	One year	No	Mailed check	56.15	931.9	No
2090	975	975	4812	5174-RNGBH	Female	0	No	No	9	Yes	No	DSL	No	Yes	No	Yes	Yes	No	Month-to-month	No	Mailed check	66.25	620.55	Yes
2091	3259	3259	2096	0761-AETCS	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	19.3	19.3	Yes
2092	76	76	4119	6016-NXBNJ	Male	0	No	No	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	19.15	638	No
2093	3951	3951	4476	7434-SHXLS	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.9	20.9	Yes
2094	1560	1560	3613	1925-LFCZZ	Male	1	No	No	55	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	50.05	2743.45	No
2095	4501	4501	1136	6621-NRZAK	Female	0	Yes	Yes	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.0	1209.25	No
2096	4902	4902	2762	8929-KSWIH	Male	0	No	No	25	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	99.3	2513.5	No
2097	2004	2004	2640	4391-LNRXK	Male	0	No	No	22	Yes	No	Fiber optic	No	Yes	Yes	Yes	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	94.95	2142.8	No
2098	5595	5595	959	5651-YLPRD	Female	0	Yes	Yes	32	Yes	No	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	86.1	2723.75	No
2099	1899	1899	4963	8313-AFGBW	Male	0	Yes	No	47	Yes	No	DSL	No	Yes	Yes	No	Yes	Yes	Two year	No	Electronic check	73.6	3522.65	No
2100	5915	5915	4014	3657-COGMW	Female	1	No	No	52	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Month-to-month	No	Credit card (automatic)	108.1	5839.3	No
2101	3002	3002	5492	2799-TSLAG	Female	0	Yes	Yes	65	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	25.3	1748.55	No
2102	4608	4608	1311	3941-XTSKM	Male	0	Yes	Yes	42	No	No phone service	DSL	No	Yes	Yes	No	No	Yes	One year	Yes	Credit card (automatic)	45.1	2049.05	No
2103	5057	5057	4164	7030-FZTFM	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	110.9	7922.75	No
2104	3640	3640	5610	1320-HTRDR	Female	0	No	No	3	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.5	220.6	Yes
2105	1948	1948	4434	0577-WHMEV	Female	0	Yes	No	16	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	No	Electronic check	90.7	1374.9	No
2106	1255	1255	3545	6212-ATMLK	Female	0	No	No	50	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.7	4729.75	No
2107	1728	1728	49	2954-PIBKO	Female	0	Yes	Yes	69	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	Two year	Yes	Credit card (automatic)	64.15	4254.1	No
2108	3475	3475	3271	3902-FOIGH	Male	1	Yes	No	12	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	101.35	1218.55	Yes
2109	2778	2778	2459	7140-ADSMJ	Male	0	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Credit card (automatic)	20.45	162.3	No
2110	4216	4216	4770	7762-ONLJY	Female	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.7	94.45	No
2111	2057	2057	5451	1696-HXOWK	Female	0	Yes	No	71	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	One year	No	Mailed check	95.65	6856.95	No
2112	4606	4606	2538	7758-UJWYS	Male	0	Yes	Yes	34	No	No phone service	DSL	No	No	No	Yes	Yes	No	Two year	Yes	Electronic check	40.55	1325.85	No
2113	1911	1911	2600	2262-SLNVK	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	70.1	70.1	No
2114	16	16	3132	2468-SJFLM	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	74.3	74.3	No
2115	618	618	807	2798-NYLMZ	Male	0	Yes	No	71	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	108.55	7616	No
2116	2834	2834	182	9367-WXLCH	Male	0	No	No	8	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Bank transfer (automatic)	84.5	662.65	Yes
2117	1310	1310	2614	3351-NQLDI	Female	0	Yes	Yes	67	Yes	Yes	Fiber optic	Yes	No	No	Yes	No	Yes	One year	Yes	Credit card (automatic)	94.35	6341.45	Yes
2118	4978	4978	3345	1335-HQMKX	Female	0	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	101.35	7323.15	No
2119	2117	2117	4084	2777-PHDEI	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	78.05	78.05	Yes
2120	2077	2077	5300	8821-XNHVZ	Female	0	Yes	Yes	1	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Mailed check	80.05	80.05	Yes
2121	5671	5671	2049	1170-SASML	Female	0	Yes	No	69	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	85.4	5869.4	No
2122	4543	4543	6946	9013-AQORL	Female	0	No	Yes	48	No	No phone service	DSL	No	Yes	Yes	No	No	Yes	Month-to-month	No	Credit card (automatic)	45.55	2108.35	No
2123	5860	5860	5794	1162-ECVII	Male	1	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	109.75	7932.5	No
2124	846	846	1305	4945-RVMTE	Female	0	No	No	28	Yes	No	DSL	No	No	Yes	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	59.55	1646.45	No
2125	2781	2781	4947	4735-ASGMA	Male	0	No	No	26	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	98.35	2515.3	Yes
2126	4538	4538	2089	3933-DQPWX	Female	0	No	No	50	No	No phone service	DSL	No	Yes	Yes	Yes	No	No	Two year	No	Credit card (automatic)	39.7	1932.75	No
2127	5516	5516	4929	2055-BFOCC	Male	1	Yes	No	63	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	84.0	5329.55	No
2128	300	300	443	2937-FTHUR	Female	0	No	Yes	18	Yes	Yes	DSL	Yes	No	No	No	No	Yes	Month-to-month	No	Electronic check	64.8	1166.7	No
2129	5459	5459	2849	6838-HVLXG	Female	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.3	246.7	No
2130	3172	3172	2791	1023-BQXZE	Male	0	No	No	57	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	74.35	4317.35	No
2131	2540	2540	1909	3750-YHRYO	Male	0	Yes	Yes	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.65	150	No
2132	2727	2727	48	7639-LIAYI	Male	0	No	No	52	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	79.75	4217.8	No
2133	5897	5897	161	0867-MKZVY	Female	0	Yes	No	20	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	No	Electronic check	82.4	1592.35	Yes
2134	1732	1732	5033	7298-IZWLY	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.4	19.4	No
2135	4977	4977	6106	5493-SDRDQ	Male	0	No	No	2	Yes	No	DSL	Yes	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	55.1	113.35	Yes
2136	51	51	5807	8464-EETCQ	Male	0	No	No	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	18.8	1094.35	No
2137	4291	4291	6589	3118-UHVVQ	Female	0	Yes	No	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	25.8	1911.5	No
2138	874	874	7013	1685-BQULA	Female	0	No	No	40	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	93.4	3756.4	No
2139	3680	3680	5929	5828-DWPIL	Male	1	Yes	No	62	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	89.1	5618.3	No
2140	2299	2299	3558	8417-GSODA	Male	0	Yes	Yes	28	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	One year	No	Bank transfer (automatic)	92.2	2568.15	No
2141	3497	3497	6643	3411-WLRSQ	Female	1	Yes	No	3	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	74.6	239.05	No
2142	5032	5032	4156	2465-BLLEU	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.75	19.75	No
2143	2110	2110	1113	7627-JKIAZ	Female	0	Yes	No	37	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	78.95	2839.65	Yes
2144	4385	4385	5982	3721-CNZHX	Male	0	No	No	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.8	304.6	No
2145	5576	5576	6777	9572-WUKSB	Male	0	Yes	No	3	No	No phone service	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	29.9	92.25	No
2146	4339	4339	1463	4763-PGDPO	Female	0	No	No	4	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	70.4	281	Yes
2147	3675	3675	2823	4884-LEVMQ	Male	0	Yes	No	39	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	20.45	790	No
2148	3789	3789	4399	3086-RUCRN	Female	0	No	No	66	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	103.1	6595	No
2149	2397	2397	5683	5057-LCOUI	Female	0	No	No	39	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	50.75	2011.4	Yes
2150	5145	5145	223	0742-MOABM	Male	0	Yes	No	4	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	No	Mailed check	50.05	179.35	Yes
2151	355	355	1362	2568-BRGYX	Male	0	No	No	4	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.2	237.95	Yes
2152	5766	5766	1998	7615-ESMYF	Female	0	Yes	No	2	No	No phone service	DSL	No	No	No	No	Yes	Yes	Month-to-month	No	Electronic check	44.6	97.1	Yes
2153	1898	1898	39	8168-UQWWF	Female	0	No	No	11	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	97.85	1105.4	Yes
2154	1079	1079	446	4110-PFEUZ	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Mailed check	69.55	69.55	Yes
2155	850	850	509	1135-LMECX	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.85	19.85	No
2156	228	228	4836	0584-BJQGZ	Female	0	No	No	25	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	78.35	1837.9	No
2157	2085	2085	2052	2038-LLMLM	Female	0	No	No	48	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	103.85	4946.05	No
2158	5702	5702	1986	7710-JSYOA	Female	0	Yes	Yes	69	Yes	Yes	Fiber optic	No	Yes	No	Yes	No	Yes	Two year	Yes	Bank transfer (automatic)	93.3	6398.05	No
2159	1578	1578	1526	2984-AFWNC	Female	0	No	No	3	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	No	Electronic check	95.4	293.15	No
2160	5941	5941	1899	8563-OYMQY	Male	0	No	No	17	Yes	No	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	90.95	1612.2	No
2161	4178	4178	906	5543-QDCRY	Male	0	No	No	4	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	56.4	234.85	No
2162	1914	1914	4071	6537-QLGEX	Female	0	No	No	16	No	No phone service	DSL	Yes	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	38.9	664.4	No
2163	1699	1699	4740	2778-OCLGR	Male	1	Yes	No	24	No	No phone service	DSL	Yes	No	No	No	No	Yes	Month-to-month	No	Bank transfer (automatic)	39.1	971.3	Yes
2164	1048	1048	3210	9055-MOJJJ	Female	0	Yes	Yes	64	Yes	No	DSL	Yes	No	No	Yes	Yes	No	One year	No	Mailed check	65.8	4068	No
2165	235	235	3260	4183-WCSEP	Male	0	No	No	31	Yes	No	Fiber optic	No	Yes	No	Yes	No	No	Month-to-month	Yes	Electronic check	78.45	2435.15	Yes
2166	1751	1751	4245	9625-RZFUK	Male	0	Yes	Yes	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.7	1275.85	No
2167	3442	3442	6334	4129-LYCOI	Female	0	No	Yes	67	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	Two year	Yes	Electronic check	104.0	7039.05	No
2168	1998	1998	3357	3891-PUQOD	Female	0	No	Yes	1	Yes	No	DSL	No	No	Yes	No	No	Yes	Month-to-month	No	Electronic check	59.2	59.2	Yes
2169	2039	2039	5347	9788-HNGUT	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	116.95	8594.4	No
2170	1347	1347	1071	3097-NNSPB	Female	0	No	No	2	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	49.05	91.1	Yes
2171	2774	2774	5452	3026-ATZYV	Female	0	Yes	Yes	37	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	One year	No	Bank transfer (automatic)	75.1	2658.8	No
2172	1811	1811	4834	6857-TKDJV	Male	0	Yes	Yes	67	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.65	1620.45	No
2173	297	297	2138	6288-CHQJB	Female	0	Yes	Yes	54	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	Two year	No	Bank transfer (automatic)	69.95	3871.85	No
2174	4598	4598	943	6115-ZTBFQ	Female	0	Yes	No	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	65.5	4919.7	No
2175	5122	5122	2724	4636-TVXVG	Male	0	Yes	Yes	62	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	19.95	1244.8	No
2176	1352	1352	4221	7926-IJOOU	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	19.3	19.3	No
2177	2185	2185	5277	0345-HKJVM	Female	0	No	No	6	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	No	Electronic check	89.3	577.6	Yes
2178	5417	5417	5877	6777-TGHTM	Female	0	No	No	53	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	106.95	5785.5	Yes
2179	2770	2770	2702	1942-OQFRW	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	44.0	44	No
2180	5101	5101	770	7706-DZNKK	Male	0	No	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Credit card (automatic)	20.45	237.3	No
2181	353	353	1623	6035-RIIOM	Female	0	No	No	54	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	97.2	5129.45	No
2182	2494	2494	1972	7892-QVYKW	Female	0	Yes	Yes	23	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Electronic check	85.6	1868.4	No
2183	4219	4219	6100	3565-UNOCC	Female	1	Yes	No	29	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	99.05	2952.85	Yes
2184	4548	4548	2051	5346-BZCHP	Female	0	Yes	Yes	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.4	1346.2	No
2185	2964	2964	4730	7813-ZGGAW	Male	1	No	No	31	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	96.6	2877.95	No
2186	2880	2880	2140	3023-GFLBR	Female	0	Yes	Yes	33	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Credit card (automatic)	86.15	2745.7	Yes
2187	1775	1775	1293	3022-BEXHZ	Male	0	Yes	Yes	67	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	111.2	7530.8	No
2188	4783	4783	2645	8562-GHPPI	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	19.8	19.8	No
2189	856	856	6022	5025-GOOKI	Female	0	No	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Credit card (automatic)	18.9	347.65	No
2190	1917	1917	873	5073-WXOYN	Female	0	No	No	60	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	50.8	3027.4	Yes
2191	4405	4405	7026	8775-CEBBJ	Female	0	No	No	9	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	44.2	403.35	Yes
2192	1935	1935	6211	4439-JMPMT	Female	0	Yes	Yes	5	Yes	No	Fiber optic	No	No	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	85.75	470.95	Yes
2193	5944	5944	2734	2371-JUNGC	Male	0	No	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.25	208	No
2194	1554	1554	4295	3740-RLMVT	Male	1	Yes	No	67	Yes	No	DSL	Yes	Yes	No	Yes	No	No	One year	Yes	Bank transfer (automatic)	60.95	4119.4	No
2195	4508	4508	6683	9388-ZEYVT	Male	0	No	No	43	No	No phone service	DSL	No	No	Yes	Yes	No	Yes	One year	No	Electronic check	44.15	1931.3	No
2196	3317	3317	3586	8722-NGNBH	Male	0	No	No	5	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	Month-to-month	No	Mailed check	40.0	223.45	Yes
2197	4728	4728	3367	7109-CQYUZ	Male	0	No	No	52	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Mailed check	89.25	4652.4	No
2198	4948	4948	5401	5124-EOGYE	Male	0	No	No	31	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.45	638.55	No
2199	5708	5708	1794	5377-NDTOU	Female	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Mailed check	91.05	6293.75	No
2200	3524	3524	4481	8644-XYTSV	Male	0	Yes	No	42	No	No phone service	DSL	Yes	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	40.15	1626.05	No
2201	3314	3314	2813	6484-LATFU	Male	0	No	No	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	24.55	1657.4	No
2202	2814	2814	5518	9574-RKJIF	Male	0	Yes	Yes	30	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	94.4	2838.7	Yes
2203	3223	3223	6187	0224-NIJLP	Male	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.15	165.5	No
2204	3756	3756	2636	0907-HQNTS	Female	1	Yes	No	70	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	113.0	7987.6	No
2205	4185	4185	3747	1548-ARAGG	Female	0	Yes	Yes	4	Yes	Yes	DSL	No	Yes	No	Yes	No	No	Month-to-month	Yes	Mailed check	58.5	224.85	No
2206	972	972	7003	4501-VCPFK	Male	0	No	No	26	No	No phone service	DSL	No	No	Yes	Yes	No	No	Month-to-month	No	Electronic check	35.75	1022.5	No
2207	4659	4659	3212	0585-EGDDA	Male	0	Yes	No	40	Yes	No	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	80.0	3168.75	No
2208	419	419	227	2232-DMLXU	Female	0	Yes	No	1	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	No	Mailed check	55.2	55.2	Yes
2209	3237	3237	4982	7124-UGSUR	Female	1	Yes	No	61	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	104.4	6405	Yes
2210	411	411	26	6467-CHFZW	Male	0	Yes	Yes	47	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.35	4749.15	Yes
2211	2440	2440	4438	2263-SFSQZ	Male	0	Yes	Yes	51	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	24.95	1222.25	No
2212	2384	2384	4210	5446-DKWYW	Female	1	Yes	Yes	61	Yes	Yes	DSL	No	No	Yes	No	Yes	No	One year	Yes	Electronic check	65.2	3965.05	No
2213	2258	2258	912	3865-YIOTT	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	106.1	7848.5	No
2214	2101	2101	4230	5108-ADXWO	Male	0	No	No	11	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	73.5	791.75	Yes
2215	2516	2516	3375	3642-BYHDO	Female	0	Yes	Yes	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.9	1389.35	No
2216	5738	5738	3474	3982-DQLUS	Male	1	Yes	Yes	65	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	85.75	5688.45	No
2217	3718	3718	482	4612-SSVHJ	Female	1	No	No	20	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	81.45	1671.6	No
2218	791	791	6868	1195-OIYEJ	Male	0	No	No	13	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	91.1	1135.7	Yes
2219	4721	4721	3476	3756-VNWDH	Male	1	Yes	No	65	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	One year	Yes	Electronic check	100.75	6674.65	No
2220	1317	1317	2347	7089-RKVSZ	Male	0	Yes	Yes	8	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	24.4	203.95	No
2221	2497	2497	4516	4077-HWUYD	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	87.55	6463.15	No
2222	2487	2487	2819	1575-KRZZE	Female	0	No	No	4	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Electronic check	55.2	220.65	No
2223	1693	1693	2917	2181-TIDSV	Male	0	Yes	Yes	68	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	19.95	1303.25	No
2224	1647	1647	2313	9154-QDGTH	Male	0	Yes	Yes	43	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	104.3	4451.85	No
2225	2471	2471	5674	3566-CAAYU	Female	0	Yes	Yes	64	No	No phone service	DSL	No	Yes	Yes	Yes	No	Yes	Two year	No	Electronic check	49.85	3210.35	No
2226	657	657	1411	2692-BUCFV	Male	1	No	No	29	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	101.45	2948.6	No
2227	2031	2031	869	0323-XWWTN	Male	0	No	Yes	3	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	26.4	121.25	No
2228	524	524	1553	7776-QGYJC	Female	0	Yes	Yes	39	Yes	No	Fiber optic	No	No	Yes	Yes	No	No	Month-to-month	Yes	Bank transfer (automatic)	81.5	3107.3	No
2229	5826	5826	206	6348-SNFUS	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	Yes	Credit card (automatic)	55.45	4179.2	No
2230	313	313	3721	2839-RFSQE	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.65	38.7	Yes
2231	943	943	4815	9565-JSNFM	Male	0	No	No	38	Yes	No	Fiber optic	No	No	No	No	No	No	One year	Yes	Bank transfer (automatic)	70.45	2597.6	Yes
2232	4759	4759	3325	0697-ZMSWS	Male	0	No	No	4	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	85.65	338.9	Yes
2233	1656	1656	99	4598-XLKNJ	Female	1	Yes	No	25	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	98.5	2514.5	Yes
2234	5253	5253	5301	2082-OJVTK	Male	0	Yes	Yes	29	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	89.2	2698.35	Yes
2235	2900	2900	6292	0327-WFZSY	Male	0	Yes	Yes	39	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	One year	No	Electronic check	100.0	3835.55	No
2236	1036	1036	3846	1767-TGTKO	Female	0	Yes	Yes	8	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	45.45	411.75	No
2237	1703	1703	6857	1930-WNXSB	Male	0	Yes	Yes	58	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	92.85	5305.05	No
2238	503	503	2986	1303-SRDOK	Female	0	Yes	Yes	55	Yes	No	Fiber optic	No	No	No	No	No	No	Two year	Yes	Credit card (automatic)	69.05	3842.6	No
2239	320	320	6498	0742-NXBGR	Female	0	No	No	1	Yes	No	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	82.3	82.3	Yes
2240	4627	4627	3451	5397-TUPSH	Male	1	Yes	No	65	Yes	No	Fiber optic	No	No	No	No	No	No	One year	Yes	Bank transfer (automatic)	70.95	4555.2	No
2241	2174	2174	4685	0345-XMMUG	Female	0	Yes	No	46	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	108.9	4854.3	No
2242	3051	3051	3674	7825-GKXMW	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	45.8	45.8	Yes
2243	2864	2864	1325	7206-GZCDC	Female	1	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.25	69.25	Yes
2244	1311	1311	657	7838-LAZFO	Male	0	Yes	No	45	Yes	No	DSL	Yes	Yes	Yes	No	Yes	Yes	One year	No	Bank transfer (automatic)	78.8	3597.5	No
2245	954	954	4557	5944-UGLLK	Male	0	No	No	53	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	One year	No	Credit card (automatic)	54.9	3045.75	No
2246	3199	3199	3062	8070-AAWZP	Male	1	Yes	No	24	No	No phone service	DSL	No	No	Yes	Yes	No	No	Month-to-month	No	Mailed check	34.25	828.2	No
2247	5435	5435	3118	2122-SZZZD	Male	0	No	No	44	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.5	835.5	No
2248	3541	3541	1403	2373-NTKOD	Male	0	No	No	8	Yes	No	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	66.25	546.45	No
2249	2649	2649	3733	0191-EQUUH	Female	0	No	Yes	25	No	No phone service	DSL	Yes	No	No	Yes	No	No	Two year	No	Bank transfer (automatic)	35.05	844.45	No
2250	5108	5108	2081	5934-TSSAU	Female	0	Yes	Yes	23	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	75.3	1702.9	No
2251	2146	2146	5049	2955-PSXOE	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Bank transfer (automatic)	20.2	20.2	Yes
2252	3791	3791	4760	3569-VLDHH	Male	0	Yes	Yes	66	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	One year	Yes	Electronic check	75.1	5013	No
2253	5849	5849	5959	2729-VNVAP	Female	0	Yes	Yes	33	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.8	641.35	No
2254	40	40	4776	0018-NYROU	Female	0	Yes	No	5	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	68.95	351.5	No
2255	1832	1832	4624	0325-XBFAC	Male	0	No	No	8	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.7	740.3	Yes
2256	4214	4214	2514	8922-LIEGH	Female	1	No	No	25	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	89.7	2187.55	Yes
2257	5948	5948	2747	8295-FHIVV	Male	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.4	168.65	No
2258	2161	2161	5540	3803-KMQFW	Female	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.55	20.55	Yes
2259	2982	2982	4091	8263-OKETD	Female	0	No	No	20	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	Month-to-month	Yes	Credit card (automatic)	68.9	1370.35	No
2260	454	454	2094	1057-FOGLZ	Female	0	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.65	391.7	No
2261	5260	5260	1324	0031-PVLZI	Female	0	Yes	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.35	76.35	Yes
2262	722	722	5950	2862-PFNIK	Male	0	No	Yes	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	24.7	24.7	No
2263	3759	3759	1681	4836-WNFNO	Female	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	25.0	1849.2	No
2264	3156	3156	5964	9782-LGXMC	Female	0	Yes	Yes	49	Yes	No	DSL	Yes	No	Yes	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	61.75	3024.15	No
2265	2155	2155	2059	7483-IQWIB	Male	0	Yes	Yes	37	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	92.95	3415.25	No
2266	5112	5112	4544	0318-QUUOB	Male	0	Yes	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	80.55	80.55	Yes
2267	2459	2459	682	4957-TREIR	Male	0	No	No	3	Yes	No	DSL	Yes	No	No	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	64.4	195.65	No
2268	2759	2759	909	0835-JKADZ	Female	0	No	No	71	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	111.25	7984.15	No
2269	4579	4579	6800	1113-IUJYX	Female	0	Yes	No	14	Yes	No	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	One year	No	Mailed check	105.95	1348.9	Yes
2270	4565	4565	2679	7341-LXCAF	Male	0	Yes	No	4	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.65	301.4	Yes
2271	5124	5124	1460	2952-QAYZF	Male	0	No	No	5	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	85.3	424.15	Yes
2272	3740	3740	5579	2225-ZRGSG	Female	0	Yes	Yes	70	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	No	Two year	No	Bank transfer (automatic)	93.9	6579.05	Yes
2273	5719	5719	2931	8059-UDZFY	Female	1	No	Yes	33	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	105.35	3465.05	No
2274	3425	3425	780	5676-CFLYY	Male	0	Yes	Yes	71	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	73.35	5154.5	No
2275	5443	5443	1679	0999-QXNSA	Male	1	No	Yes	7	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	45.75	344.2	No
2276	3655	3655	2334	9121-PHQSR	Male	1	Yes	No	16	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	85.05	1391.15	No
2277	5233	5233	3072	9500-IWPXQ	Female	0	Yes	Yes	61	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	One year	Yes	Electronic check	79.4	4820.55	No
2278	681	681	3011	3352-RICWQ	Female	0	Yes	Yes	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.75	210.65	No
2279	1100	1100	4827	9560-ARGQJ	Female	0	No	Yes	16	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	81.0	1312.15	Yes
2280	4176	4176	3999	5276-KQWHG	Female	1	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.6	131.65	Yes
2281	2885	2885	1490	8016-ZMGMO	Female	1	Yes	No	66	Yes	Yes	DSL	No	Yes	Yes	No	Yes	No	One year	Yes	Bank transfer (automatic)	70.85	4738.85	No
2282	2564	2564	1303	0042-RLHYP	Female	0	Yes	Yes	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.7	1396.9	No
2283	702	702	677	0822-GAVAP	Female	0	No	No	2	No	No phone service	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	34.7	62.25	Yes
2284	1825	1825	152	1679-JRFBR	Female	0	Yes	Yes	70	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	108.15	7930.55	No
2285	2605	2605	58	3957-SQXML	Female	0	Yes	Yes	34	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	24.95	894.3	No
2286	3256	3256	5758	5847-MXBEO	Male	0	No	No	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.3	475.1	No
2287	4797	4797	6479	4351-QLCSU	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	55.0	55	Yes
2288	1397	1397	4038	2525-GVKQU	Female	0	No	No	60	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.6	1093	No
2289	1405	1405	1788	7416-CKTEP	Female	0	Yes	No	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	19.6	1134.25	No
2290	1112	1112	1879	3494-JCHRQ	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.05	70.05	Yes
2291	652	652	5440	4456-RHSNB	Female	0	Yes	Yes	19	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	49.6	962.9	No
2292	5790	5790	1663	5364-XYIRR	Male	0	Yes	No	51	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.65	4812.75	Yes
2293	2213	2213	3220	8205-VSLRB	Male	0	Yes	No	70	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	Two year	No	Credit card (automatic)	77.3	5498.2	No
2294	3601	3601	593	0215-BQKGS	Male	0	No	No	30	Yes	No	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	84.3	2438.6	No
2295	1110	1110	5394	5118-MUEYH	Female	0	Yes	No	48	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	105.1	5083.55	No
2296	5570	5570	699	8338-QIUNR	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	Two year	Yes	Credit card (automatic)	66.5	4811.6	No
2297	839	839	6888	3191-CSNMG	Female	0	Yes	Yes	3	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	80.7	239.45	No
2298	5254	5254	2923	4402-FTBXC	Male	0	No	No	54	Yes	No	Fiber optic	Yes	No	Yes	No	Yes	No	Month-to-month	No	Mailed check	89.8	4667	No
2299	1585	1585	1337	6265-FRMTQ	Male	0	No	No	31	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	20.4	609.1	No
2300	4092	4092	165	6345-FZOQH	Male	0	Yes	No	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.9	1363.45	No
2301	5480	5480	6664	4480-MBMLB	Female	0	No	No	36	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	104.8	3886.45	No
2302	529	529	1339	3838-OZURD	Male	0	Yes	No	66	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	105.0	7133.25	Yes
2303	2209	2209	3774	1309-XGFSN	Male	1	Yes	Yes	52	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	80.85	4079.55	No
2304	3097	3097	985	9369-XFEHK	Female	1	Yes	No	33	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	80.6	2656.5	Yes
2305	2952	2952	4588	2105-PHWON	Female	0	Yes	No	33	Yes	Yes	Fiber optic	No	No	Yes	Yes	No	Yes	Month-to-month	Yes	Credit card (automatic)	95.0	3008.15	No
2306	4552	4552	1304	8519-IMDHU	Male	1	Yes	No	15	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	85.6	1345.55	Yes
2307	2697	2697	1064	3800-LYTRK	Female	0	No	No	14	Yes	No	DSL	Yes	No	No	Yes	No	No	One year	No	Mailed check	55.7	795.15	No
2308	1388	1388	898	4315-MURBD	Female	0	No	No	12	Yes	No	Fiber optic	Yes	No	No	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	98.9	1120.95	Yes
2309	413	413	63	0557-ASKVU	Female	0	Yes	Yes	18	Yes	No	DSL	No	No	Yes	Yes	No	No	One year	Yes	Credit card (automatic)	54.4	957.1	No
2310	3282	3282	1283	4389-UEFCZ	Female	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Two year	Yes	Electronic check	105.5	7544	No
2311	937	937	613	6689-VRRTK	Female	1	No	No	44	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	109.8	4860.35	No
2312	1184	1184	12	8091-TTVAX	Male	0	Yes	No	58	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	One year	No	Credit card (automatic)	100.35	5681.1	No
2313	5683	5683	5534	7964-VEXDG	Male	0	No	Yes	21	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	No	Electronic check	80.35	1747.2	No
2314	754	754	3274	2874-YXVVA	Female	0	No	No	34	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	105.1	3634.8	No
2315	4395	4395	4111	7184-LRUUR	Female	0	No	No	22	Yes	No	DSL	No	Yes	Yes	No	Yes	No	One year	No	Bank transfer (automatic)	65.25	1441.8	No
2316	5799	5799	3060	7089-XXAYG	Male	0	Yes	No	25	No	No phone service	DSL	No	No	Yes	No	Yes	No	One year	Yes	Credit card (automatic)	38.1	970.4	No
2317	1860	1860	1988	3424-NMNBO	Male	1	Yes	No	58	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	108.85	6287.25	Yes
2318	5351	5351	2504	8433-WXGNA	Male	0	No	No	2	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.7	189.2	Yes
2319	711	711	6105	9249-FXSCK	Female	0	No	No	52	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	111.25	5916.45	Yes
2320	1619	1619	1779	5091-HFAZW	Female	0	No	No	2	Yes	No	Fiber optic	Yes	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	91.15	168.5	No
2321	5186	5186	3019	6214-EDAKZ	Female	0	Yes	Yes	22	Yes	No	DSL	No	Yes	No	Yes	No	No	Month-to-month	No	Electronic check	55.15	1206.05	Yes
2322	4696	4696	6424	6034-ZRYCV	Female	0	Yes	No	72	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Electronic check	54.2	3937.45	Yes
2323	172	172	5981	8577-QSOCG	Female	0	Yes	Yes	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	20.2	746.05	No
2324	1945	1945	5842	2971-SGAFL	Female	0	No	No	13	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	78.75	995.35	No
2325	564	564	6227	2842-JTCCU	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	46.05	80.35	Yes
2326	3788	3788	3364	5519-YLDGW	Female	0	Yes	No	21	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	103.9	2254.2	Yes
2327	2092	2092	1592	8387-MOJJT	Female	0	Yes	Yes	42	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	77.95	3384	Yes
2328	746	746	5346	0771-CHWSK	Male	0	No	No	66	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	Two year	Yes	Credit card (automatic)	74.6	4798.4	No
2329	5747	5747	698	9978-HYCIN	Male	1	Yes	Yes	47	Yes	No	Fiber optic	No	Yes	No	No	Yes	No	One year	Yes	Bank transfer (automatic)	84.95	4018.05	No
2330	3907	3907	5733	4817-KEQSP	Female	0	Yes	Yes	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.85	1326.35	No
2331	655	655	1272	1257-SXUXQ	Male	0	Yes	Yes	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.45	86.05	No
2332	3991	3991	6223	2575-GFSOE	Female	0	Yes	Yes	7	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.0	506.9	Yes
2333	323	323	710	1029-QFBEN	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.55	19.55	Yes
2334	2854	2854	6084	5119-KEPFY	Male	0	Yes	No	36	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	95.0	3440.25	No
2335	4700	4700	6141	5385-SUIRI	Male	1	Yes	No	52	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	104.2	5568.35	Yes
2336	2728	2728	573	4710-FDUIZ	Male	0	Yes	No	56	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	One year	No	Credit card (automatic)	100.3	5614.45	Yes
2337	5278	5278	5512	3173-NVMPX	Female	0	Yes	Yes	9	Yes	Yes	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	55.3	501.2	No
2338	2449	2449	1309	7831-QGOXH	Female	0	No	No	18	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	85.2	1553.9	Yes
2339	1137	1137	782	0285-INHLN	Male	0	Yes	Yes	27	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	54.75	1510.3	No
2340	3961	3961	939	0347-UBKUZ	Female	0	No	No	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.9	320.45	No
2341	425	425	2833	5993-JSUWV	Female	0	No	No	66	Yes	No	DSL	Yes	Yes	Yes	No	No	No	Two year	Yes	Bank transfer (automatic)	61.15	4017.45	No
2342	4784	4784	2243	1013-QCWAM	Female	1	Yes	No	66	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.8	6690.75	No
2343	3671	3671	3061	8118-LSUEL	Male	1	No	No	23	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	106.4	2483.5	Yes
2344	5185	5185	667	5533-RJFTJ	Male	0	No	No	49	No	No phone service	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	30.2	1453.1	No
2345	1947	1947	6108	4819-HJPIW	Male	0	No	No	18	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	25.15	476.8	No
2346	2911	2911	771	0236-HFWSV	Male	0	No	No	15	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	93.35	1444.65	Yes
2347	5135	5135	1633	1478-VPOAD	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	43.8	43.8	No
2348	1348	1348	718	1853-ARAAQ	Female	0	No	No	26	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	50.35	1277.5	No
2349	3754	3754	3416	0603-OLQDC	Male	0	No	Yes	12	Yes	No	DSL	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Mailed check	69.85	837.5	No
2350	600	600	3803	2533-QVMSK	Male	0	Yes	No	61	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	No	Two year	Yes	Electronic check	94.1	5638.3	Yes
2351	1798	1798	6850	0531-XBKMM	Male	0	No	Yes	66	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	Two year	No	Bank transfer (automatic)	65.7	4378.9	No
2352	5280	5280	1191	8221-HVAYI	Male	0	Yes	Yes	35	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	Two year	Yes	Credit card (automatic)	69.15	2490.15	No
2353	4633	4633	3335	9817-APLHW	Male	0	No	No	12	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	25.0	316.2	No
2354	1315	1315	1359	7943-RQCHR	Female	0	No	No	9	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.75	889.9	Yes
2355	5390	5390	2738	2351-BKRZW	Female	0	Yes	Yes	43	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	Two year	No	Bank transfer (automatic)	75.2	3254.35	No
2356	2517	2517	665	2800-VEQXM	Female	0	No	No	3	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	74.75	238.1	No
2357	1038	1038	2550	8129-GMVGI	Female	0	Yes	Yes	56	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.05	1090.1	No
2358	783	783	2252	1813-JLKWR	Female	0	Yes	Yes	64	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	19.8	1336.65	No
2359	1268	1268	298	2985-JUUBZ	Male	0	Yes	Yes	40	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	74.55	3015.75	No
2360	5732	5732	5791	7233-DRTRF	Male	0	Yes	No	63	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	102.4	6444.05	No
2361	1413	1413	2689	8628-MFKAX	Female	1	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	116.75	8277.05	No
2362	4086	4086	778	3758-CKOQL	Female	0	Yes	No	59	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	Yes	One year	Yes	Credit card (automatic)	107.0	6152.3	No
2363	121	121	4048	6762-QVYJO	Female	0	Yes	Yes	58	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Mailed check	59.75	3624.35	No
2364	778	778	2173	2038-OEQZH	Male	0	No	No	4	Yes	No	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	No	Electronic check	86.05	308.1	No
2365	984	984	4252	5939-XAIXZ	Female	0	No	No	19	Yes	Yes	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	56.1	1033.9	No
2366	5813	5813	1678	1060-ENTOF	Female	1	Yes	No	67	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	Yes	One year	Yes	Credit card (automatic)	105.4	7035.6	No
2367	4672	4672	4944	3682-YEUWS	Male	0	Yes	Yes	10	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	24.4	253.9	No
2368	4027	4027	3595	2260-USTRB	Female	1	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	70.2	115.95	Yes
2369	745	745	3616	8707-RMEZH	Female	1	Yes	No	69	Yes	No	Fiber optic	Yes	Yes	No	No	No	Yes	One year	No	Credit card (automatic)	87.3	6055.55	No
2370	5366	5366	114	5256-SKJGO	Female	0	Yes	Yes	64	No	No phone service	DSL	No	Yes	No	Yes	Yes	Yes	Two year	Yes	Electronic check	54.6	3423.5	No
2371	5872	5872	3884	4521-YEEHE	Female	0	Yes	No	18	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	88.85	1594.75	No
2372	1764	1764	1476	5067-DGXLL	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.25	36.8	No
2373	4682	4682	5280	6574-MCOEH	Female	0	Yes	Yes	33	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	79.15	2531.4	No
2374	4748	4748	2188	3689-MOZGR	Female	0	No	No	29	No	No phone service	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	31.2	926.2	No
2375	4727	4727	3368	1370-GGAWX	Female	0	No	No	46	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	One year	Yes	Electronic check	94.15	4408.45	No
2376	1171	1171	7031	3605-JISKB	Male	1	Yes	No	55	Yes	Yes	DSL	Yes	Yes	No	No	No	No	One year	No	Credit card (automatic)	60.0	3316.1	No
2377	5979	5979	5734	6408-WHTEF	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Mailed check	89.4	6376.55	No
2378	4811	4811	1997	0266-CLZKZ	Female	0	Yes	Yes	67	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	105.65	6717.9	No
2379	1425	1425	1456	3473-XIIIT	Female	0	Yes	No	16	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.0	1534.75	Yes
2380	2895	2895	6071	0401-WDBXM	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	105.55	7542.25	No
2381	176	176	3509	8710-YGLWG	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	44.9	44.9	No
2382	4399	4399	3959	8788-DOXSU	Male	0	No	No	59	Yes	No	DSL	No	No	Yes	No	No	Yes	One year	Yes	Bank transfer (automatic)	61.35	3645.5	No
2383	3529	3529	3029	1208-DNHLN	Male	0	Yes	Yes	23	Yes	Yes	DSL	No	No	No	No	No	No	One year	Yes	Credit card (automatic)	48.35	1067.15	Yes
2384	3598	3598	6047	0708-LGSMF	Male	0	Yes	No	13	Yes	Yes	DSL	Yes	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	65.85	902.25	No
2385	3499	3499	2672	2150-OEGBV	Male	0	No	No	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	20.1	562.6	No
2386	4034	4034	6562	3621-CEOVK	Female	1	Yes	No	14	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.2	1369.8	Yes
2387	3803	3803	3338	1513-XNPPH	Female	0	No	No	12	Yes	No	Fiber optic	No	No	Yes	Yes	No	Yes	Month-to-month	Yes	Electronic check	89.4	1095.65	Yes
2388	82	82	6367	0848-SOMKO	Male	0	No	No	70	No	No phone service	DSL	Yes	No	Yes	Yes	No	Yes	Two year	No	Bank transfer (automatic)	48.4	3442.8	No
2389	5397	5397	1687	8332-OSJDW	Male	0	Yes	Yes	12	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	26.4	314.95	No
2390	2794	2794	2478	7878-JGDKK	Male	0	No	No	4	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	44.55	220.75	No
2391	805	805	2846	0541-FITGH	Female	0	Yes	No	2	Yes	No	DSL	Yes	No	No	No	No	Yes	Month-to-month	Yes	Mailed check	62.15	113.1	No
2392	4117	4117	2946	3404-JNXAX	Female	0	Yes	Yes	51	Yes	Yes	Fiber optic	No	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	80.75	4116.9	No
2393	3043	3043	6384	1952-DVVSW	Female	0	Yes	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.1	184.4	No
2394	2094	2094	5510	6693-FRIRW	Male	0	No	No	18	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	No	Credit card (automatic)	101.3	1794.65	No
2395	1878	1878	1349	2625-TRCZQ	Female	0	Yes	No	51	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	49.65	2553.35	No
2396	141	141	1569	0799-DDIHE	Female	0	Yes	Yes	15	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	46.3	639.45	No
2397	4193	4193	21	1680-VDCWW	Male	0	Yes	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	19.8	202.25	No
2398	4767	4767	94	9848-JQJTX	Male	0	No	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	100.9	7459.05	No
2399	2000	2000	3937	5712-VBOXD	Female	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Credit card (automatic)	20.15	68.45	No
2400	3614	3614	7017	4807-IZYOZ	Female	0	No	No	51	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	20.65	1020.75	No
2401	1318	1318	4764	2962-XPMCQ	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	45.15	98.5	Yes
2402	4755	4755	4807	9695-IDRZR	Female	0	No	Yes	34	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	116.15	3946.9	No
2403	3550	3550	1179	5461-QKNTN	Male	1	Yes	No	43	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	94.3	3953.15	No
2404	1058	1058	3889	2592-HODOV	Male	0	No	No	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.3	259.65	No
2405	5051	5051	3823	9065-ZCPQX	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	No	Bank transfer (automatic)	78.85	5763.15	No
2406	5160	5160	5713	8050-DVOJX	Male	1	No	No	49	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	No	Credit card (automatic)	81.35	4060.9	No
2407	1417	1417	2957	2674-MIAHT	Female	0	No	No	4	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	80.3	324.2	No
2408	515	515	1092	8590-YFFQO	Male	0	Yes	No	70	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	Two year	No	Credit card (automatic)	64.95	4523.25	No
2409	2825	2825	1356	0196-JTUQI	Female	0	No	No	9	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	75.2	633.85	No
2410	3244	3244	875	3050-GBUSH	Female	0	No	No	3	No	No phone service	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	34.8	113.95	No
2411	1199	1199	6409	3653-NCRDJ	Male	0	Yes	Yes	43	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	19.2	776.25	No
2412	2169	2169	1705	4918-FYJNT	Female	1	Yes	No	55	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	No	Month-to-month	No	Electronic check	90.45	5044.8	No
2413	2310	2310	2437	0567-GGCAC	Female	0	No	No	7	Yes	No	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	No	Electronic check	61.4	438.9	No
2414	3944	3944	3814	6701-YVNQG	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	88.7	6301.7	No
2415	3022	3022	5111	6686-YPGHK	Male	1	No	No	47	Yes	No	Fiber optic	Yes	No	No	No	No	Yes	Month-to-month	No	Mailed check	85.5	4042.3	Yes
2416	5573	5573	4276	1226-UDFZR	Female	0	No	No	2	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	49.6	114.7	Yes
2417	4310	4310	2109	3521-HTQTV	Male	0	No	No	34	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	26.1	980.35	No
2418	2254	2254	2918	2761-XECQW	Male	1	Yes	No	8	No	No phone service	DSL	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Mailed check	43.35	371.4	No
2419	838	838	5349	5375-XLDOF	Male	0	Yes	Yes	69	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	114.35	7665.8	No
2420	5321	5321	6320	8845-LWKGE	Female	0	Yes	Yes	30	Yes	No	DSL	No	No	Yes	Yes	Yes	No	One year	Yes	Electronic check	64.5	1985.15	No
2421	1739	1739	6400	7921-BEPCI	Female	0	No	No	72	Yes	Yes	DSL	Yes	Yes	No	No	No	No	Two year	No	Bank transfer (automatic)	59.75	4265	No
2422	5848	5848	4875	2302-ANTDP	Female	1	Yes	No	48	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Month-to-month	No	Electronic check	117.45	5438.9	Yes
2423	5865	5865	1495	4472-VESGY	Female	0	Yes	Yes	52	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	Yes	Month-to-month	No	Bank transfer (automatic)	98.15	4993.4	No
2424	1194	1194	3213	4032-RMHCI	Female	0	Yes	Yes	41	No	No phone service	DSL	Yes	No	Yes	No	No	No	One year	No	Credit card (automatic)	35.4	1412.4	No
2425	3217	3217	4872	8125-QPFJD	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	84.9	6065.3	No
2426	232	232	4774	7402-PWYJJ	Female	0	Yes	No	53	Yes	Yes	Fiber optic	No	No	No	Yes	No	Yes	One year	Yes	Electronic check	91.15	4862.5	No
2427	5650	5650	1648	7426-WEIJX	Male	1	Yes	Yes	60	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	80.95	4859.1	No
2428	4970	4970	6356	3587-PMCOY	Male	0	No	No	10	Yes	No	Fiber optic	Yes	No	Yes	No	Yes	Yes	One year	Yes	Electronic check	98.9	1064.95	No
2429	3020	3020	1659	3500-NSDOA	Male	0	Yes	Yes	68	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	Two year	No	Credit card (automatic)	70.8	4859.95	No
2430	2361	2361	2078	7746-QYVCO	Male	0	Yes	Yes	16	Yes	No	DSL	Yes	Yes	No	No	No	No	One year	Yes	Mailed check	55.85	857.8	No
2431	1355	1355	897	0678-RLHVP	Female	0	No	No	53	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	No	Electronic check	105.55	5682.25	No
2432	2898	2898	3655	6878-GGDWG	Female	0	Yes	No	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	19.4	641.15	No
2433	1462	1462	720	4697-LUPSU	Male	0	Yes	Yes	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.2	34.75	No
2434	2183	2183	540	6859-QNXIQ	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	113.1	8248.5	No
2435	1818	1818	3795	1508-DFXCU	Male	0	No	No	12	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	81.45	912	No
2436	3136	3136	687	0067-DKWBL	Male	1	No	No	2	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	49.25	91.1	Yes
2437	1424	1424	3075	5569-IDSEY	Male	0	Yes	No	71	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	105.7	7472.15	No
2438	1970	1970	326	5701-YVSVF	Female	1	Yes	No	11	Yes	No	Fiber optic	No	No	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	82.9	880.05	No
2439	5577	5577	1060	6100-FJZDG	Male	0	Yes	Yes	26	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Bank transfer (automatic)	20.05	505.9	No
2440	3371	3371	702	1766-GKNMI	Male	0	No	No	29	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	84.9	2516.2	No
2441	820	820	6316	8946-BFWSG	Male	0	Yes	Yes	63	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.25	1573.05	No
2442	886	886	251	4629-NRXKX	Female	0	Yes	Yes	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	70.4	147.15	Yes
2443	393	393	652	5845-BZZIB	Male	0	Yes	Yes	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.1	655.3	No
2444	5098	5098	1984	4373-MAVJG	Female	0	Yes	Yes	14	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	90.9	1259	Yes
2445	1780	1780	5641	7452-FOLON	Male	0	No	Yes	39	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	25.45	958.45	No
2446	2462	2462	5093	2676-SSLTO	Male	0	No	No	49	Yes	Yes	DSL	No	No	No	Yes	Yes	No	Two year	Yes	Bank transfer (automatic)	66.15	3199	No
2447	4752	4752	2349	9548-ZMVTX	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	No	Two year	No	Bank transfer (automatic)	90.45	6565.85	No
2448	5036	5036	666	7538-GWHML	Female	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	69.65	145.15	Yes
2449	3723	3723	5411	7932-WPTDS	Female	1	Yes	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	24.8	24.8	Yes
2450	2791	2791	1710	6435-SRWBJ	Female	0	No	No	5	Yes	Yes	Fiber optic	No	No	Yes	Yes	No	No	Month-to-month	Yes	Electronic check	82.75	417.75	No
2451	476	476	4912	5281-BUZGT	Male	1	No	No	36	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	90.85	3186.7	Yes
2452	4120	4120	692	9620-QJREV	Male	0	No	Yes	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	20.55	1013.05	No
2453	456	456	641	4580-TMHJU	Female	0	Yes	Yes	43	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	56.15	2499.3	Yes
2454	108	108	6056	8331-ZXFOE	Female	0	No	No	58	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	One year	Yes	Credit card (automatic)	71.1	4299.2	No
2455	1883	1883	180	6317-YPKDH	Female	0	No	No	1	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	29.95	29.95	Yes
2456	762	762	2291	7488-MXJIV	Female	0	No	No	4	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	85.65	321.65	Yes
2457	3036	3036	4088	1196-AMORA	Male	0	No	No	7	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	73.6	520	Yes
2458	2001	2001	1877	7873-CVMAW	Male	0	No	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	88.55	6362.35	No
2459	2198	2198	4593	9256-JTBNZ	Female	0	No	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	20.3	246.3	No
2460	789	789	5340	5032-USPKF	Female	0	No	No	38	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	One year	No	Bank transfer (automatic)	84.1	3187.65	No
2461	5014	5014	2261	3126-WQMGH	Female	0	Yes	No	49	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	52.15	2583.75	No
2462	2319	2319	5937	5383-MMTWC	Female	1	Yes	No	8	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	84.0	613.4	Yes
2463	11	11	4653	2091-MJTFX	Female	0	Yes	Yes	30	No	No phone service	DSL	No	No	No	Yes	Yes	Yes	Month-to-month	No	Credit card (automatic)	51.2	1561.5	Yes
2464	4355	4355	2033	8305-VHZBZ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	20.2	20.2	Yes
2465	1138	1138	6877	4501-EQDRN	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	69.7	69.7	Yes
2466	2419	2419	2750	1179-INLAT	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	19.45	69.25	No
2467	4231	4231	2129	9787-XVQIU	Male	0	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.3	75.3	Yes
2468	1278	1278	6905	4459-BBGHE	Male	0	No	Yes	30	No	No phone service	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	44.5	1307.8	No
2469	5081	5081	6935	4616-ULAOA	Female	0	Yes	Yes	65	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	110.8	7245.9	No
2470	672	672	5974	7094-MSZAO	Male	0	Yes	Yes	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Credit card (automatic)	20.05	218.5	No
2471	2486	2486	6893	5876-HZVZM	Female	0	Yes	Yes	6	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Credit card (automatic)	55.9	365.35	Yes
2472	2703	2703	6926	1450-SKCVI	Female	0	No	No	56	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	73.85	4092.85	Yes
2473	1944	1944	1216	0040-HALCW	Male	0	Yes	Yes	54	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.4	1090.6	No
2474	1905	1905	2883	7225-IILWY	Male	0	Yes	Yes	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.75	1686.15	No
2475	2025	2025	3113	0396-YCHWO	Male	0	Yes	No	36	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.4	3474.2	No
2476	3564	3564	6339	7623-TRNQN	Male	0	No	Yes	1	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	49.9	49.9	Yes
2477	5648	5648	1445	3211-AAPKX	Male	0	No	No	20	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Mailed check	98.55	2031.95	No
2478	3181	3181	610	6543-CPZMK	Male	0	Yes	Yes	9	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	29.95	248.95	Yes
2479	4202	4202	277	3179-GBRWV	Male	1	Yes	No	21	Yes	No	DSL	Yes	Yes	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	64.95	1339.8	No
2480	3845	3845	1327	4791-QRGMF	Male	0	Yes	No	59	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	99.5	5961.1	Yes
2481	700	700	2301	4813-HQMGZ	Female	0	Yes	No	8	Yes	Yes	Fiber optic	No	No	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	90.25	743.75	No
2482	77	77	6517	9332-GYWLO	Female	0	Yes	Yes	6	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	54.85	355.1	No
2483	4456	4456	6437	2995-YWTCD	Female	0	Yes	Yes	19	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	24.9	467.7	No
2484	2638	2638	3650	5699-BNCAS	Male	1	No	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	24.65	1766.75	No
2485	669	669	2868	5226-NOZFC	Male	0	No	No	26	Yes	No	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	85.75	2146.5	No
2486	5358	5358	412	5233-AOZUF	Female	0	Yes	No	29	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.95	2149.05	No
2487	3469	3469	5551	8457-XIGKN	Male	0	No	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Credit card (automatic)	19.6	356.15	No
2488	5679	5679	262	7529-ZDFXI	Male	1	Yes	No	57	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	89.85	4925.35	No
2489	2362	2362	6895	5126-RCXYW	Male	0	Yes	Yes	54	No	No phone service	DSL	No	No	Yes	Yes	No	Yes	Two year	No	Credit card (automatic)	46.0	2424.05	No
2490	119	119	4271	2819-GWENI	Female	0	Yes	Yes	28	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.9	543	No
2491	2248	2248	7038	6840-RESVB	Male	0	Yes	Yes	24	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Mailed check	84.8	1990.5	No
2492	3556	3556	689	5076-YVXCM	Male	0	No	No	51	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Bank transfer (automatic)	83.4	4149.45	No
2493	274	274	59	5954-BDFSG	Female	0	No	No	72	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	107.5	7853.7	No
2494	5563	5563	6102	9795-NREXC	Female	0	Yes	No	64	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	85.0	5484.4	No
2495	1396	1396	6032	9090-SGQXL	Male	1	Yes	No	68	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.3	7299.65	Yes
2496	5567	5567	190	7100-FQPRV	Male	0	Yes	Yes	43	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	One year	Yes	Credit card (automatic)	71.9	3173.35	No
2497	4281	4281	4133	2208-UGTGR	Male	0	No	No	56	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	No	Electronic check	98.6	5581.05	No
2498	260	260	279	4130-MZLCC	Female	0	No	No	5	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	50.55	244.75	No
2499	1633	1633	1030	8329-GWVPJ	Female	0	Yes	Yes	50	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	69.75	3557.7	No
2500	3245	3245	1431	6718-BDGHG	Female	0	Yes	No	43	Yes	Yes	DSL	No	No	No	Yes	Yes	No	One year	Yes	Bank transfer (automatic)	64.85	2908.2	No

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