EXTREMUM_web/X_test.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	1034	1034	4034	4608-LCIMN	Male	0	Yes	Yes	8	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	44.65	369.15	No
3	1996	1996	2121	0673-IGUQO	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	20.45	20.45	No
4	737	737	2812	3763-GCZHZ	Male	0	Yes	No	66	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Electronic check	104.05	6890	Yes
5	3858	3858	3873	7340-KEFQE	Female	0	Yes	Yes	51	No	No phone service	DSL	Yes	No	No	Yes	No	No	Two year	No	Bank transfer (automatic)	34.2	1782	No
6	130	130	4622	8705-DWKTI	Male	0	No	No	52	Yes	No	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	83.8	4331.4	No
7	2301	2301	1642	1498-DQNRX	Female	0	Yes	No	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	No	Mailed check	19.85	573.05	No
8	3844	3844	2408	6619-RPLQZ	Female	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	20.85	892.15	No
9	134	134	5701	6476-YHMGA	Female	0	Yes	Yes	15	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	76.5	1155.6	No
10	5606	5606	6181	4937-QPZPO	Male	0	Yes	Yes	61	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Electronic check	99.9	6241.35	No
11	311	311	1420	8785-CJSHH	Female	0	Yes	No	60	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.8	5985.75	No
12	991	991	564	7319-VENRZ	Male	0	No	No	7	Yes	No	DSL	No	No	Yes	Yes	Yes	No	Month-to-month	No	Bank transfer (automatic)	64.3	445.95	No
13	3746	3746	35	6234-RAAPL	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	No	Two year	No	Bank transfer (automatic)	99.9	7251.7	No
14	4105	4105	7020	9837-FWLCH	Male	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	Yes	Electronic check	19.2	239	No
15	4964	4964	3596	3656-TKRVZ	Female	0	No	No	3	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Electronic check	55.35	165.2	Yes
16	5760	5760	3763	2959-MJHIC	Male	0	Yes	No	4	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	80.35	307.4	Yes
17	2758	2758	209	1347-KTTTA	Male	0	Yes	No	64	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	102.45	6654.1	No
18	3683	3683	3046	8715-KKTFG	Female	0	Yes	No	61	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	103.3	6518.35	No
19	5012	5012	5175	7813-TKCVO	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	No	Mailed check	20.35	393.15	No
20	4607	4607	6712	1785-BPHTP	Male	0	Yes	Yes	28	Yes	No	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	No	Electronic check	85.45	2289.9	No
21	1926	1926	2246	7181-BQYBV	Female	0	Yes	Yes	1	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	102.45	102.45	Yes
22	4858	4858	1604	6265-SXWBU	Male	0	Yes	Yes	69	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	One year	No	Credit card (automatic)	95.75	6511.25	No
23	2314	2314	1111	9763-PDTKK	Female	0	No	No	4	Yes	No	Fiber optic	Yes	No	Yes	Yes	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	94.4	387.2	Yes
24	1875	1875	2727	3387-VATUS	Male	0	No	No	5	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	94.85	462.8	Yes
25	4987	4987	5431	5995-WWKKG	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	One year	Yes	Electronic check	19.8	695.05	No
26	3872	3872	4403	0257-KXZGU	Female	0	Yes	Yes	32	Yes	Yes	DSL	No	Yes	Yes	No	No	No	Month-to-month	No	Bank transfer (automatic)	62.45	2045.55	No
27	1865	1865	1987	5419-KLXBN	Female	0	Yes	Yes	25	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	89.15	2257.75	Yes
28	1990	1990	871	1573-LGXBA	Male	0	Yes	Yes	57	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	97.55	5598	No
29	5257	5257	3141	5649-ANRML	Male	1	No	No	2	Yes	No	Fiber optic	No	Yes	Yes	Yes	No	Yes	Month-to-month	Yes	Credit card (automatic)	95.1	180.25	Yes
30	660	660	1471	9777-WJJPR	Male	0	Yes	No	31	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	No	Credit card (automatic)	88.65	2683.2	No
31	1940	1940	5784	7401-RUBNK	Female	0	Yes	No	18	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	No	Electronic check	74.8	1438.05	No
32	3365	3365	5671	6370-ZVHDV	Female	0	Yes	No	61	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)	25.3	1554.9	No
33	2372	2372	4692	0265-PSUAE	Female	0	Yes	Yes	16	Yes	No	Fiber optic	Yes	No	Yes	No	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	100.7	1522.7	No
34	14	14	604	2731-GJRDG	Female	0	No	No	32	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	109.55	3608	No
35	2839	2839	5752	7480-SPLEF	Male	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)	26.0	1796.55	No
36	2216	2216	1051	3845-JHAMY	Female	0	Yes	Yes	16	No	No phone service	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	35.5	552.7	No
37	828	828	4541	9058-CBREO	Female	1	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	50.55	50.55	Yes
38	3166	3166	3867	4922-CVPDX	Female	0	Yes	No	26	Yes	No	DSL	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Credit card (automatic)	73.5	1905.7	No
39	3151	3151	2211	5802-ADBRC	Female	0	Yes	No	50	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	One year	Yes	Mailed check	104.4	5232.9	No
40	170	170	4907	7161-DFHUF	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	Mailed check	23.85	1672.1	No
41	4860	4860	3677	6656-JWRQX	Female	0	No	No	1	No	No phone service	DSL	No	No	No	Yes	No	No	Month-to-month	No	Mailed check	30.55	30.55	No
42	3101	3101	5493	0196-VULGZ	Female	1	Yes	No	6	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	84.35	474.9	Yes
43	5662	5662	3170	7272-QDCKA	Male	0	No	No	28	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	One year	No	Electronic check	100.2	2688.45	No
44	214	214	5740	8882-TLVRW	Male	0	Yes	Yes	69	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	Two year	No	Mailed check	39.1	2779.5	No
45	5005	5005	5376	9229-RQABD	Male	0	No	No	18	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	23.75	424.5	No
46	202	202	6728	2380-DAMQP	Female	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Electronic check	115.15	8349.7	No
47	842	842	2464	2609-IAICY	Female	0	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	77.15	77.15	Yes
48	2812	2812	6481	9389-ACWBI	Female	0	Yes	Yes	5	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	69.95	320.4	No
49	2081	2081	6726	0685-MLYYM	Female	1	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	70.75	154.85	Yes
50	4136	4136	792	5726-CVNYA	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	Yes	Mailed check	19.85	146.6	No
51	2641	2641	1399	3131-NWVFJ	Female	0	Yes	Yes	14	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	294.5	No
52	2089	2089	2536	0203-HHYIJ	Male	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	One year	No	Bank transfer (automatic)	25.3	676.35	Yes
53	2026	2026	4180	5482-PLVPE	Female	1	No	No	2	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	24.35	41.85	Yes
54	3996	3996	1977	5692-ICXLW	Male	1	No	No	31	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	90.7	2845.15	No
55	1457	1457	633	7665-VIGUD	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	One year	No	Mailed check	20.35	176.3	No
56	4706	4706	3507	4558-CGYCZ	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	19.75	78.3	No
57	4096	4096	6692	8591-NXRCV	Female	0	No	No	41	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	74.65	3090.65	No
58	1163	1163	2202	5931-FLJJF	Male	1	Yes	No	7	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	70.1	467.55	Yes
59	1519	1519	5661	4396-KLSEH	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	19.85	63	No
60	2493	2493	3021	6377-KSLXC	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	19.95	107.05	No
61	1892	1892	289	3580-REOAC	Male	0	No	No	10	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	44.85	435.4	Yes
62	1484	1484	2308	3324-OIRTO	Male	0	Yes	Yes	71	Yes	No	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	104.65	7288.4	No
63	2726	2726	6523	2834-JKOOW	Female	0	No	No	15	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	One year	No	Mailed check	45.9	693.45	No
64	5752	5752	3457	8566-YPRGL	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	19.5	19.5	No
65	443	443	4554	4329-YPDDQ	Male	0	No	No	20	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	108.2	2203.7	No
66	4449	4449	6805	4323-OHFOW	Female	1	Yes	No	70	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	105.55	7195.35	No
67	4106	4106	6526	3190-XFANI	Male	0	No	Yes	49	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	100.6	5069.65	Yes
68	4684	4684	4805	2207-RYYRL	Male	0	Yes	Yes	52	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	1331.05	No
69	12	12	2850	2277-DJJDL	Male	1	Yes	No	60	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	99.0	6017.9	No
70	144	144	6931	2371-KFUOG	Male	0	No	No	58	Yes	No	Fiber optic	Yes	Yes	No	No	Yes	Yes	One year	No	Bank transfer (automatic)	99.15	5720.95	No
71	5236	5236	894	7997-EASSD	Female	0	Yes	No	63	Yes	Yes	Fiber optic	No	No	No	Yes	No	No	One year	Yes	Credit card (automatic)	81.2	4965.1	No
72	247	247	847	2316-ESMLS	Female	0	Yes	Yes	12	No	No phone service	DSL	Yes	No	No	Yes	No	No	One year	No	Credit card (automatic)	33.15	444.75	No
73	4885	4885	1917	3219-JQRSL	Female	1	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	89.1	6352.4	No
74	5153	5153	797	6286-ZHAOK	Female	0	Yes	Yes	20	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	Bank transfer (automatic)	25.55	507.4	No
75	1523	1523	6222	0130-SXOUN	Male	0	No	No	66	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	No	Credit card (automatic)	89.4	5976.9	No
76	875	875	4056	3329-WDIOK	Female	0	No	No	3	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	50.6	155.35	Yes
77	2753	2753	3622	3569-JFODW	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	90.95	6652.45	No
78	4414	4414	4497	0575-CUQOV	Male	1	Yes	No	60	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	97.95	5867	No
79	555	555	834	9231-ZJYAM	Female	1	No	No	4	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	78.85	292.8	Yes
80	5026	5026	3900	8008-OTEZX	Female	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	One year	No	Mailed check	19.65	708.8	No
81	3075	3075	2295	2672-DZUOY	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	25.15	25.15	Yes
82	3358	3358	6916	7242-EDTYC	Male	0	No	Yes	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	Bank transfer (automatic)	19.55	819.95	No
83	2899	2899	5718	9840-DVNDC	Male	0	No	No	6	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	80.5	463.05	Yes
84	499	499	2471	1323-OOEPC	Female	0	Yes	No	53	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	98.4	5149.5	Yes
85	3177	3177	2608	4323-SADQS	Male	0	Yes	Yes	7	No	No phone service	DSL	Yes	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	34.5	279.25	Yes
86	2118	2118	2655	9565-DJPIB	Female	0	No	Yes	4	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	No	Mailed check	89.6	365.65	Yes
87	768	768	344	5924-SNGKP	Female	0	No	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	Yes	Credit card (automatic)	20.25	865	No
88	4507	4507	4889	9746-MDMBK	Male	0	Yes	Yes	47	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	113.45	5317.8	No
89	4711	4711	5031	8118-TJAFG	Male	0	Yes	Yes	9	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	101.5	906.85	No
90	2374	2374	4591	8003-EWNDZ	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	Month-to-month	Yes	Electronic check	21.2	222.65	No
91	4983	4983	1646	2581-VKIRT	Female	0	Yes	Yes	59	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	One year	No	Mailed check	65.5	3801.3	No
92	519	519	6882	8065-QBYTO	Female	1	No	No	71	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	No	One year	Yes	Credit card (automatic)	99.65	7181.25	No
93	2154	2154	3624	9544-PYPSJ	Female	1	Yes	Yes	62	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	96.1	6019.35	No
94	1881	1881	5385	0843-WTBXE	Male	0	No	No	53	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Bank transfer (automatic)	85.45	4517.25	Yes
95	1220	1220	2664	6242-SGYTS	Male	0	Yes	Yes	62	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	One year	Yes	Credit card (automatic)	94.95	5791.85	No
96	5481	5481	6961	8155-IBNHG	Female	0	Yes	No	24	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	75.4	1747.85	Yes
97	4152	4152	3453	0326-VDYXE	Female	0	Yes	No	70	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Electronic check	97.65	6982.5	No
98	4895	4895	723	1589-AGTLK	Male	0	No	No	3	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	45.35	141.5	Yes
99	1319	1319	2523	9081-WWXKP	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)	20.25	873.4	No
100	4796	4796	2035	8100-HZZLJ	Female	0	No	Yes	43	Yes	No	DSL	Yes	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	63.95	2737.05	No
101	4222	4222	1690	5740-YHGTW	Male	0	Yes	Yes	70	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	97.55	6669.05	No
102	2140	2140	2776	7503-QQRVF	Male	1	Yes	No	16	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	74.3	1178.25	Yes
103	5407	5407	3087	6979-ZNSFF	Female	0	No	No	8	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	87.05	762.1	Yes
104	2724	2724	2968	0258-NOKBL	Male	0	No	No	3	Yes	No	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	No	Electronic check	90.4	268.45	No
105	451	451	3790	6598-RFFVI	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	One year	No	Credit card (automatic)	19.3	28.3	Yes
106	4658	4658	989	3280-NMUVX	Male	0	Yes	Yes	34	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)	19.6	678.8	No
107	2278	2278	6237	7153-OANIO	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	69.95	69.95	Yes
108	3871	3871	5912	7248-VZQLC	Female	1	No	No	47	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	85.2	3969.35	Yes
109	683	683	2223	8182-BJDSI	Female	0	No	No	28	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	89.95	2625.55	Yes
110	3179	3179	2290	7470-MCQTK	Female	0	Yes	No	13	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	48.75	633.4	Yes
111	4285	4285	1418	9350-VLHMB	Male	0	Yes	Yes	67	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	89.55	6373.1	No
112	4486	4486	4460	0365-GXEZS	Male	0	Yes	No	18	Yes	No	Fiber optic	No	No	Yes	Yes	No	No	Month-to-month	No	Electronic check	78.2	1468.75	No
113	1108	1108	2413	7021-XSNYE	Male	0	Yes	Yes	7	No	No phone service	DSL	Yes	No	Yes	Yes	No	Yes	Two year	No	Credit card (automatic)	49.65	305.55	No
114	3905	3905	1742	5318-IXUZF	Female	0	No	No	2	Yes	No	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	87.15	183.75	Yes
115	3338	3338	1778	6181-AXXYF	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	Credit card (automatic)	24.75	1859.1	No
116	2048	2048	2319	7928-VJYAB	Male	0	Yes	Yes	11	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	No	Electronic check	90.6	1020.2	No
117	2247	2247	5888	8610-WFCJF	Female	0	Yes	Yes	49	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.6	4783.5	Yes
118	502	502	4687	3647-GMGDH	Male	0	Yes	No	22	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	94.7	1914.9	Yes
119	5357	5357	728	2684-EIWEO	Female	1	No	No	30	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	No	Credit card (automatic)	91.7	2758.15	Yes
120	2196	2196	6117	3308-DGHKL	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	Bank transfer (automatic)	19.3	1447.9	No
121	4729	4729	3533	4318-RAJVY	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	19.8	198.25	No
122	4610	4610	6399	2101-RANCD	Female	0	No	No	55	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	73.1	4144.9	No
123	871	871	2126	5858-EAFCZ	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	44.45	44.45	No
124	4768	4768	4225	5345-BMKWB	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	No	Mailed check	20.25	158.35	No
125	142	142	805	9926-PJHDQ	Female	0	Yes	Yes	72	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	76.8	5468.45	No
126	4665	4665	5182	3823-KYNQY	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	One year	No	Credit card (automatic)	24.95	280.4	No
127	4662	4662	4422	6874-SGLHU	Male	0	No	No	30	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	97.0	3021.3	No
128	5622	5622	3987	7625-XCQRH	Female	0	No	No	11	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	76.5	837.95	Yes
129	2478	2478	2988	6295-OSINB	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Electronic check	109.65	7880.25	No
130	2933	2933	2221	8619-IJNDK	Female	0	Yes	Yes	71	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	Two year	No	Credit card (automatic)	64.05	4492.9	No
131	4965	4965	4632	4760-XOHVN	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	19.45	19.45	Yes
132	1448	1448	6757	5294-CDGWY	Male	0	Yes	Yes	51	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	One year	No	Electronic check	59.3	3014.65	Yes
133	4172	4172	3609	4488-KQFDT	Female	0	No	No	61	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	103.95	6423	No
134	2625	2625	2172	1895-QTKDO	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	43.95	43.95	No
135	1526	1526	4884	2359-KLTEK	Female	0	Yes	Yes	41	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	94.9	3848	No
136	2526	2526	4003	0582-AVCLN	Female	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	Two year	No	Mailed check	20.3	743.05	No
137	843	843	1033	2632-TACXW	Female	0	Yes	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	No	Bank transfer (automatic)	23.65	1416.75	No
138	2259	2259	2857	7771-CFQRQ	Female	0	Yes	Yes	47	Yes	No	DSL	No	Yes	No	Yes	No	Yes	Two year	No	Bank transfer (automatic)	63.8	3007.25	No
139	2640	2640	5395	9095-HFAFX	Female	0	No	No	5	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	81.0	389.6	Yes
140	1008	1008	1496	3195-TQDZX	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	20.25	61.45	No
141	4311	4311	849	7408-OFWXJ	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	89.8	6510.45	No
142	1529	1529	6661	3704-IEAXF	Female	0	Yes	Yes	72	No	No phone service	DSL	No	Yes	No	Yes	Yes	Yes	Two year	No	Credit card (automatic)	53.65	3784	No
143	4314	4314	1914	5356-CSVSQ	Female	0	No	No	3	Yes	Yes	DSL	No	No	No	Yes	Yes	No	Month-to-month	No	Electronic check	64.6	174.2	No
144	3009	3009	6275	0885-HMGPY	Male	0	No	No	62	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	Two year	No	Bank transfer (automatic)	69.4	4237.5	No
145	4599	4599	822	7975-TZMLR	Male	0	No	No	47	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	103.1	4889.3	No
146	4301	4301	4675	7486-KSRVI	Male	0	No	No	43	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	One year	Yes	Electronic check	100.0	4211.55	Yes
147	2091	2091	3731	2897-DOVND	Male	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.8	146.65	No
148	1161	1161	2588	5780-INQIK	Female	0	No	No	8	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	No	Electronic check	49.4	408.25	No
149	873	873	967	7764-BDPEE	Male	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	Month-to-month	No	Mailed check	20.85	60.65	No
150	1540	1540	4587	5201-USSQZ	Female	0	Yes	No	26	Yes	No	Fiber optic	No	No	No	Yes	No	Yes	Month-to-month	No	Credit card (automatic)	85.9	2196.45	No
151	5873	5873	2062	7996-MHXLW	Female	0	No	No	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)	25.15	1683.6	No
152	5170	5170	5320	5338-YHWYT	Male	0	No	Yes	37	Yes	No	DSL	Yes	Yes	No	Yes	No	No	Two year	No	Credit card (automatic)	61.45	2302.35	No
153	2984	2984	3944	4537-CIBHB	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	One year	No	Mailed check	20.25	172.35	No
154	3540	3540	819	4178-EGMON	Male	0	Yes	No	70	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	No	No	Two year	Yes	Credit card (automatic)	88.0	5986.45	No
155	1145	1145	3109	4521-WFJAI	Male	0	No	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	Bank transfer (automatic)	25.95	1444.05	No
156	4017	4017	3804	9773-PEQBZ	Male	0	No	No	10	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	79.85	797.25	No
157	3443	3443	6603	2257-BOVXD	Male	0	Yes	No	14	Yes	Yes	DSL	No	No	No	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	66.6	979.5	No
158	1328	1328	1780	0516-VRYBW	Female	0	No	Yes	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)	20.15	390.85	Yes
159	528	528	75	2673-CXQEU	Female	1	No	No	56	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	No	Electronic check	110.5	6139.5	No
160	2888	2888	729	2753-JMMCV	Male	0	No	No	65	Yes	Yes	DSL	No	Yes	Yes	Yes	No	Yes	Two year	Yes	Credit card (automatic)	74.2	4805.65	No
161	3379	3379	460	4719-UMSIY	Male	0	No	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	19.65	100.9	No
162	4138	4138	1855	5296-BFCYD	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	20.1	936.85	No
163	4110	4110	1763	6519-CFDBX	Female	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	45.4	80.95	No
164	2201	2201	2101	2153-MREFK	Female	0	Yes	No	37	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	No	Yes	One year	Yes	Electronic check	99.2	3754.6	Yes
165	4347	4347	2234	4500-HKANN	Male	0	Yes	Yes	23	Yes	Yes	DSL	No	Yes	No	Yes	No	No	Two year	No	Mailed check	59.7	1414.2	No
166	5778	5778	5068	6892-BOGQE	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	Yes	Bank transfer (automatic)	20.9	1493.2	No
167	5205	5205	3512	6814-ZPWFQ	Male	1	No	No	51	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)	25.0	1260.7	No
168	4528	4528	5968	9033-EOXWV	Female	0	No	No	12	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	One year	No	Mailed check	74.05	872.65	Yes
169	4030	4030	4109	0746-JTRFU	Male	0	No	No	2	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	25.05	56.35	Yes
170	4170	4170	1453	5899-OUVKV	Male	0	No	No	31	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.5	2979.2	No
171	4003	4003	754	0139-IVFJG	Female	0	Yes	No	2	Yes	No	Fiber optic	Yes	Yes	No	No	Yes	No	Month-to-month	No	Electronic check	90.35	190.5	No
172	3320	3320	2630	0014-BMAQU	Male	0	Yes	No	63	Yes	Yes	Fiber optic	Yes	No	No	Yes	No	No	Two year	Yes	Credit card (automatic)	84.65	5377.8	No
173	3638	3638	6934	6257-DTAYD	Male	0	Yes	No	71	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	104.15	7365.3	No
174	1351	1351	670	5642-MHDQT	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	One year	Yes	Bank transfer (automatic)	19.85	1039.45	No
175	4101	4101	6920	2595-KIWPV	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	Two year	No	Credit card (automatic)	19.7	509.3	No
176	1314	1314	6130	5614-DNZCE	Female	0	No	No	58	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	Two year	Yes	Credit card (automatic)	64.9	3795.45	No
177	3284	3284	5374	8065-YKXKD	Female	0	No	No	10	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.75	799.65	Yes
178	5779	5779	2675	4878-BUNFV	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	Two year	No	Mailed check	20.7	828.85	No
179	1816	1816	4258	9360-AHGNL	Female	1	Yes	No	43	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Mailed check	109.55	4830.25	Yes
180	287	287	2575	5186-PEIZU	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	Month-to-month	No	Bank transfer (automatic)	19.25	617.65	No
181	2079	2079	6711	3545-CNWRG	Female	0	Yes	Yes	49	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	98.35	4889.2	No
182	3705	3705	2637	7665-NKLAV	Female	0	Yes	Yes	36	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	Two year	No	Credit card (automatic)	40.65	1547.35	No
183	5553	5553	1895	3638-VBZTA	Male	0	No	Yes	68	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	86.5	5882.75	No
184	3761	3761	1692	1696-MZVAU	Male	0	Yes	Yes	39	No	No phone service	DSL	No	No	No	No	No	No	One year	Yes	Credit card (automatic)	25.25	947.75	No
185	684	684	6989	1389-WNUIB	Female	0	Yes	Yes	20	Yes	Yes	DSL	Yes	No	No	No	Yes	Yes	One year	No	Bank transfer (automatic)	76.0	1588.75	No
186	535	535	4024	1329-VHWNP	Female	0	No	No	7	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	25.05	189.95	No
187	5824	5824	5977	0780-XNZFN	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	Bank transfer (automatic)	20.65	1125.6	No
188	3228	3228	840	0727-BMPLR	Female	1	No	No	55	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Electronic check	100.0	5509.3	Yes
189	4127	4127	3380	5178-LMXOP	Male	1	Yes	No	1	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.1	95.1	Yes
190	2043	2043	5484	4419-UJMUS	Male	0	Yes	Yes	69	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Two year	Yes	Electronic check	99.35	6856.45	No
191	527	527	598	1710-RCXUS	Male	0	Yes	No	51	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	One year	Yes	Credit card (automatic)	90.35	4614.55	No
192	15	15	2157	1784-EZDKJ	Male	0	Yes	No	51	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	106.8	5498.8	No
193	467	467	4306	2931-SVLTV	Male	0	Yes	Yes	40	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	110.1	4469.1	No
194	971	971	4927	4774-HHGGS	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	Two year	No	Mailed check	19.05	637.55	No
195	388	388	6352	2347-WKKAE	Male	0	Yes	No	42	Yes	Yes	Fiber optic	Yes	No	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	94.4	4014.6	No
196	1507	1507	745	2499-AJYUA	Female	1	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	110.8	7882.25	No
197	2635	2635	1178	0125-LZQXK	Male	0	No	No	15	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	101.35	1553.95	Yes
198	4506	4506	4124	3452-GWUIN	Female	1	Yes	No	19	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.95	1760.25	No
199	1596	1596	1598	7552-KEYGT	Male	0	Yes	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	Bank transfer (automatic)	19.55	520.55	No
200	3064	3064	1336	3733-LSYCE	Female	0	Yes	No	15	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	75.35	1114.55	No
201	1848	1848	4213	3683-QKIUE	Female	0	No	No	6	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Bank transfer (automatic)	50.8	288.05	Yes
202	1654	1654	6917	2904-GGUAZ	Female	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	No	Two year	Yes	Bank transfer (automatic)	84.05	6052.25	No
203	2896	2896	3333	4573-JKNAE	Male	0	No	Yes	12	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	212.3	No
204	4036	4036	5250	3338-CVVEH	Male	0	No	No	12	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	No	Electronic check	94.55	1173.55	No
205	5120	5120	4178	1209-VFFOC	Male	0	Yes	Yes	68	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	Yes	Mailed check	56.4	3948.45	No
206	979	979	6782	1596-OQSPS	Female	0	No	No	11	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	51.1	531.15	No
207	5961	5961	5051	0899-WZRSD	Male	0	No	No	56	Yes	Yes	Fiber optic	Yes	No	No	Yes	Yes	Yes	Month-to-month	Yes	Mailed check	105.35	5794.45	No
208	818	818	5331	5583-EJXRD	Male	0	Yes	Yes	44	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	Yes	Credit card (automatic)	54.05	2375.2	No
209	4683	4683	3572	1730-ZMAME	Female	1	No	No	32	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	79.5	2665	No
210	3631	3631	6947	2898-MRKPI	Male	0	Yes	Yes	68	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	One year	Yes	Credit card (automatic)	101.05	6770.5	No
211	2111	2111	4176	4685-TFLLS	Male	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	One year	No	Bank transfer (automatic)	19.8	342.3	No
212	4014	4014	4790	5216-WASFJ	Female	1	Yes	No	31	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	84.85	2633.4	No
213	5300	5300	2616	7593-JNWRU	Male	0	Yes	Yes	6	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	44.6	260.8	Yes
214	3167	3167	6908	1750-CSKKM	Male	0	No	Yes	9	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	55.35	449.75	Yes
215	1934	1934	5900	0117-LFRMW	Male	0	Yes	Yes	37	No	No phone service	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	No	Bank transfer (automatic)	40.2	1448.8	Yes
216	4593	4593	4242	6124-ACRHJ	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	19.75	19.75	No
217	2931	2931	6555	8969-PRHFK	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	One year	No	Mailed check	19.65	411.25	No
218	5501	5501	4777	7501-VTYLJ	Female	0	No	Yes	2	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Mailed check	51.55	106.2	No
219	4083	4083	1576	0993-OSGPT	Female	1	Yes	No	68	Yes	No	DSL	No	Yes	Yes	Yes	No	No	One year	Yes	Bank transfer (automatic)	60.65	3975.9	No
220	5079	5079	1358	9272-LSVYH	Male	0	No	No	10	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Mailed check	70.15	735.5	No
221	4330	4330	3401	4299-OPXEJ	Female	0	No	No	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	Bank transfer (automatic)	19.55	1080.55	No
222	2761	2761	6761	2369-FEVNO	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	19.9	19.9	No
223	1670	1670	949	6169-PPETC	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	Bank transfer (automatic)	20.5	759.35	No
224	1569	1569	6365	8884-ADFVN	Male	1	Yes	No	7	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	101.95	700.85	Yes
225	2644	2644	1457	6362-QHAFM	Male	0	Yes	No	42	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	108.3	4586.15	No
226	5016	5016	2296	4706-DGAHW	Male	1	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	45.2	45.2	No
227	620	620	879	9342-VNIMQ	Male	0	No	No	33	Yes	Yes	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	54.65	1665.2	No
228	257	257	4626	0929-PECLO	Female	1	No	No	63	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	89.6	5538.8	No
229	3567	3567	3036	4702-HDRKD	Male	0	No	No	67	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	No	One year	Yes	Bank transfer (automatic)	49.35	3321.35	No
230	2457	2457	1833	8286-AFUYI	Male	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	No	Electronic check	47.95	47.95	No
231	1829	1829	5923	8035-PWSEV	Female	0	No	No	6	Yes	No	Fiber optic	No	No	Yes	Yes	No	Yes	Month-to-month	Yes	Electronic check	89.25	487.05	No
232	2396	2396	6378	0637-UBJRP	Male	0	Yes	Yes	13	Yes	No	Fiber optic	Yes	No	No	No	No	Yes	Month-to-month	No	Electronic check	84.05	1095.3	Yes
233	2647	2647	3459	6609-MXJHJ	Female	0	Yes	Yes	30	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	25.1	789.55	No
234	1096	1096	2153	7978-DKUQH	Female	0	Yes	No	25	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	74.6	1797.75	No
235	895	895	4479	5075-JSDKI	Female	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	Electronic check	24.45	1493.1	No
236	394	394	33	7310-EGVHZ	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)	20.2	20.2	No
237	143	143	410	0334-GDDSO	Male	1	No	No	3	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	81.35	233.7	Yes
238	733	733	3034	7120-RFMVS	Male	0	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	84.5	84.5	Yes
239	1953	1953	6328	4701-LKOZD	Female	0	No	No	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	89.75	6367.2	No
240	2133	2133	4890	3162-ZJZFU	Male	0	Yes	Yes	53	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	92.55	4779.45	No
241	3812	3812	5491	3703-TTEPD	Male	0	No	No	21	Yes	No	DSL	Yes	No	Yes	No	Yes	No	Month-to-month	No	Bank transfer (automatic)	65.35	1424.4	No
242	5438	5438	4045	3677-TNKIO	Female	0	No	No	14	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	71.0	914	Yes
243	4967	4967	5350	1172-VIYBP	Male	0	Yes	Yes	53	Yes	Yes	DSL	Yes	Yes	No	No	No	Yes	Two year	No	Bank transfer (automatic)	69.7	3686.05	No
244	3933	3933	6669	3588-WSTTJ	Female	1	No	No	35	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.05	3554.6	No
245	4828	4828	2449	1357-MVDOZ	Male	0	Yes	Yes	11	Yes	No	DSL	No	No	Yes	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	59.65	683.25	No
246	5371	5371	4185	8620-RJPZN	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	20.7	20.7	No
247	5125	5125	5989	5567-WSELE	Male	1	Yes	No	3	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.6	279.55	Yes
248	1362	1362	6468	2599-CZABP	Male	0	Yes	No	14	Yes	No	DSL	No	No	No	No	No	No	One year	No	Electronic check	44.6	641.25	No
249	5866	5866	2695	0254-KCJGT	Male	0	Yes	No	52	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	One year	Yes	Credit card (automatic)	81.4	4354.45	No
250	5525	5525	4115	7247-XOZPB	Male	0	Yes	No	53	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	One year	No	Bank transfer (automatic)	77.4	4155.95	No
251	2751	2751	6158	3845-FXCYS	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	Electronic check	19.65	31.2	No
252	4911	4911	645	1626-ERCMM	Male	1	Yes	No	20	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.55	1899.65	Yes
253	206	206	1683	0354-VXMJC	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	Two year	No	Credit card (automatic)	19.6	426.65	No
254	629	629	1073	0655-RBDUG	Male	0	No	No	7	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	98.05	713	Yes
255	2060	2060	1541	2429-AYKKO	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	No	Bank transfer (automatic)	19.85	1434.1	No
256	3141	3141	5344	6283-GITPX	Male	0	No	Yes	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	Yes	Credit card (automatic)	76.9	5522.7	No
257	3315	3315	5456	8718-PTMEZ	Female	0	No	No	13	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	31.05	347.25	Yes
258	4368	4368	1262	6625-UTXEW	Female	0	Yes	No	12	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	51.25	612.1	No
259	5933	5933	6164	7779-ORAEL	Male	1	Yes	No	45	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	Two year	No	Credit card (automatic)	75.15	3480.35	No
260	2250	2250	1378	1697-BCSHV	Female	0	Yes	Yes	58	Yes	Yes	DSL	No	Yes	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	66.8	3970.4	No
261	3948	3948	4599	1834-ABKHQ	Female	0	Yes	Yes	52	Yes	No	DSL	No	No	Yes	No	No	No	One year	Yes	Bank transfer (automatic)	50.95	2610.65	No
262	98	98	4054	9522-BNTHX	Female	1	No	No	34	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	56.25	1765.95	No
263	1702	1702	4818	8348-JLBUG	Male	1	Yes	No	64	Yes	No	Fiber optic	Yes	No	Yes	No	No	No	One year	No	Credit card (automatic)	80.3	5017.7	No
264	812	812	4678	3006-XIMLN	Female	0	No	Yes	2	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	94.2	193.8	Yes
265	5675	5675	623	5148-HKFIR	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	Two year	No	Mailed check	19.7	406.95	No
266	2214	2214	5018	6928-ONTRW	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	Credit card (automatic)	19.7	1379.8	No
267	1411	1411	6251	9374-YOLBJ	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	Electronic check	19.25	19.25	No
268	917	917	5931	0011-IGKFF	Male	1	Yes	No	13	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	98.0	1237.85	Yes
269	3364	3364	361	5229-DTFYB	Female	0	No	No	41	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	98.8	3959.15	No
270	5176	5176	2779	2691-NZETQ	Male	0	No	No	9	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	85.35	758.6	Yes
271	29	29	1545	5193-QLVZB	Male	0	No	No	63	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	104.75	6536.5	No
272	5914	5914	34	3413-BMNZE	Male	1	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	45.25	45.25	No
273	2070	2070	2500	0679-TDGAK	Male	0	Yes	Yes	50	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	One year	No	Electronic check	75.5	4025.6	No
274	5653	5653	3991	1731-TVIUK	Female	0	No	No	4	Yes	Yes	Fiber optic	No	Yes	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	93.5	362.2	Yes
275	2842	2842	1572	7675-OZCZG	Female	1	No	No	3	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	45.0	127.1	Yes
276	5590	5590	4754	2072-ZVJJX	Male	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	Bank transfer (automatic)	25.25	1728.2	No
277	1391	1391	2893	7854-EDSSA	Male	0	No	No	22	Yes	Yes	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Electronic check	59.0	1254.7	Yes
278	1786	1786	6666	0822-QGCXA	Female	1	Yes	No	27	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	No	Electronic check	83.85	2310.2	No
279	5478	5478	4752	1682-VCOIO	Male	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	One year	No	Mailed check	20.45	481.1	No
280	1453	1453	3231	9938-EKRGF	Female	0	No	No	15	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Month-to-month	No	Mailed check	84.45	1287.85	No
281	3947	3947	6911	0508-SQWPL	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	Yes	Bank transfer (automatic)	20.1	1087.7	No
282	4247	4247	5289	3642-GKTCT	Female	0	No	No	61	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Mailed check	115.1	6993.65	No
283	3203	3203	4701	5956-YHHRX	Male	1	No	No	21	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	104.35	2271.85	No
284	5737	5737	5757	5539-HIVAK	Female	1	Yes	No	28	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	25.7	734.6	No
285	2826	2826	5235	4299-SIMNS	Male	0	No	No	9	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	81.15	784.45	No
286	4959	4959	6355	1936-UAFEH	Female	0	No	No	68	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	Two year	No	Credit card (automatic)	110.25	7279.35	No
287	1246	1246	1258	5529-GIBVH	Female	0	No	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	20.15	1046.2	No
288	3402	3402	2544	7285-KLOTR	Female	0	Yes	No	12	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	One year	No	Electronic check	78.85	876.75	No
289	4960	4960	232	8937-RDTHP	Male	0	No	No	1	Yes	No	Fiber optic	Yes	No	No	No	No	Yes	Month-to-month	Yes	Mailed check	84.6	84.6	Yes
290	5475	5475	5906	1965-AKTSX	Female	1	No	No	14	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	78.95	1101.85	Yes
291	3035	3035	82	9191-MYQKX	Female	0	Yes	No	7	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	75.15	496.9	Yes
292	3296	3296	2528	4277-PVRAN	Female	0	No	No	8	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	80.1	679.3	Yes
293	5743	5743	6363	8778-LMWTJ	Female	0	No	No	9	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.85	708.2	No
294	4407	4407	2667	8454-AATJP	Female	0	No	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	115.05	8405	No
295	2443	2443	2311	8552-OBVRU	Female	1	Yes	Yes	48	Yes	No	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	104.5	5068.05	No
296	840	840	151	3874-EQOEP	Male	0	No	No	7	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	No	Mailed check	95.0	655.5	Yes
297	5309	5309	143	2636-SJDOU	Male	0	No	No	64	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	No	One year	Yes	Credit card (automatic)	84.3	5289.05	No
298	2249	2249	1519	7881-EVUAD	Female	0	No	No	2	No	No phone service	DSL	Yes	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	42.6	72.4	Yes
299	4129	4129	5802	3570-YUEKJ	Female	0	No	No	42	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	49.55	2077.95	No
300	4946	4946	3514	6993-YCOBK	Male	0	Yes	Yes	60	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	110.6	6586.85	No
301	3378	3378	2325	3097-PYWXL	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	Yes	Electronic check	19.95	82.9	No
302	3164	3164	3970	2541-YGPKE	Male	0	Yes	Yes	42	Yes	No	DSL	Yes	No	No	Yes	No	Yes	One year	No	Credit card (automatic)	63.7	2763.35	No
303	5832	5832	3840	1080-BWSYE	Male	1	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	Credit card (automatic)	25.65	1740.8	No
304	302	302	1608	2387-KDZQY	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	Mailed check	20.1	279.5	No
305	1098	1098	4796	3807-BPOMJ	Female	0	Yes	No	55	Yes	No	Fiber optic	Yes	No	No	No	Yes	Yes	One year	Yes	Electronic check	94.75	5276.1	No
306	2401	2401	1146	1430-SFQSA	Male	0	No	No	29	No	No phone service	DSL	Yes	No	No	Yes	No	No	One year	No	Mailed check	35.6	1072.6	No
307	42	42	5261	1409-PHXTF	Male	1	Yes	No	54	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	110.45	6077.75	No
308	3131	3131	1781	2519-LBNQL	Male	1	Yes	No	60	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	104.35	6339.45	No
309	557	557	5413	6833-JMZYP	Female	0	No	No	15	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	94.0	1505.45	No
310	3452	3452	2567	0407-BDJKB	Male	0	Yes	No	60	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	95.75	5742.9	Yes
311	2088	2088	4305	0559-CKHUS	Female	0	Yes	No	29	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	19.55	521.8	No
312	5607	5607	1693	7359-WWYJV	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	114.45	8375.05	No
313	464	464	3154	0581-BXBUB	Female	1	No	No	4	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	72.75	317.75	No
314	217	217	4886	2673-ZALNP	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	One year	No	Mailed check	19.9	173.15	No
315	2148	2148	2670	4531-AUZNK	Female	0	Yes	Yes	51	Yes	Yes	Fiber optic	Yes	No	No	Yes	Yes	No	One year	Yes	Mailed check	95.15	5000.05	No
316	2807	2807	3997	6023-GSSXW	Female	0	Yes	No	69	Yes	No	DSL	No	Yes	No	No	No	Yes	Two year	Yes	Credit card (automatic)	61.45	4131.2	No
317	2270	2270	4477	6937-GCDGQ	Male	0	Yes	Yes	19	Yes	No	DSL	Yes	No	No	No	No	No	One year	Yes	Bank transfer (automatic)	48.95	955.6	No
318	4982	4982	918	6103-BOCOU	Female	0	No	No	26	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	80.7	2193	No
319	2563	2563	4638	7817-BOQPW	Female	0	No	No	2	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.55	166.3	Yes
320	4059	4059	6610	9696-RMYBA	Male	0	No	No	5	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Mailed check	80.1	398.55	No
321	5136	5136	6449	7601-WFVZV	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	No
322	1939	1939	4977	6527-PZFPV	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	Yes	Credit card (automatic)	20.8	469.65	No
323	2828	2828	6501	4753-PADAS	Female	0	Yes	No	67	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	105.7	6816.95	No
324	880	880	896	8975-SKGRX	Male	0	Yes	No	71	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	116.1	8310.55	No
325	4757	4757	6900	7921-LMDFQ	Male	1	No	No	51	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	94.0	4905.75	No
326	4555	4555	2599	6384-VMJHP	Female	0	No	No	72	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	Yes	Credit card (automatic)	73.0	5265.2	No
327	3374	3374	1376	3164-AALRN	Male	0	No	No	5	Yes	No	DSL	No	No	Yes	No	Yes	Yes	One year	Yes	Mailed check	70.0	347.4	Yes
328	1330	1330	803	3174-AKMAS	Female	0	Yes	No	46	Yes	No	DSL	No	Yes	No	Yes	Yes	No	Two year	Yes	Credit card (automatic)	64.2	3009.5	No
329	5919	5919	5486	7609-YBPXG	Male	0	No	No	54	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	87.1	4735.2	No
330	1891	1891	2480	0397-GZBBC	Male	1	Yes	No	59	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	93.85	5574.75	Yes
331	882	882	4284	8189-XRIKE	Female	1	No	No	32	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	No	Electronic check	90.95	2897.95	No
332	1870	1870	1538	6326-MTTXK	Male	0	No	No	8	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	No	Electronic check	100.85	819.55	Yes
333	5099	5099	4363	5018-GWURO	Female	0	Yes	No	56	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	85.6	4902.8	No
334	1804	1804	2939	8802-UNOJF	Male	1	No	No	12	Yes	No	Fiber optic	No	Yes	Yes	Yes	No	No	Month-to-month	Yes	Mailed check	83.8	1029.75	Yes
335	1845	1845	309	4091-TVOCN	Male	0	No	Yes	48	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	78.75	3682.45	No
336	949	949	6924	6457-GIRWB	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.35	69.35	Yes
337	2381	2381	2951	5815-HGGHV	Male	0	Yes	No	20	Yes	No	DSL	Yes	No	No	Yes	No	Yes	One year	Yes	Mailed check	64.15	1274.45	No
338	2971	2971	6482	5419-JPRRN	Male	0	No	No	1	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	101.45	101.45	Yes
339	3804	3804	4967	4398-HSCJH	Female	0	No	No	3	Yes	Yes	DSL	No	No	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	63.6	155.65	Yes
340	2228	2228	2016	8861-HGGKB	Female	0	No	No	10	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Electronic check	86.45	830.85	Yes
341	3405	3405	4066	4872-VXRIL	Male	0	No	No	56	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	One year	Yes	Bank transfer (automatic)	64.65	3665.55	No
342	2706	2706	4367	3340-QBBFM	Male	1	Yes	No	36	Yes	No	DSL	No	No	Yes	Yes	No	No	One year	No	Credit card (automatic)	54.1	1992.85	No
343	3780	3780	2411	6901-GOGZG	Male	0	No	Yes	60	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	84.95	4984.85	No
344	3066	3066	1602	6032-KRXXO	Male	0	No	No	30	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	90.25	2755.35	Yes
345	4667	4667	3701	3812-LRZIR	Female	0	Yes	Yes	27	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	24.5	761.95	No
346	3755	3755	2137	8612-GXIDD	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	Two year	Yes	Bank transfer (automatic)	25.4	313	No
347	4782	4782	1857	9359-JANWS	Female	0	Yes	No	65	Yes	No	DSL	Yes	No	Yes	Yes	No	No	Two year	No	Credit card (automatic)	58.9	3857.1	No
348	1421	1421	4394	0228-MAUWC	Male	0	No	No	19	Yes	Yes	DSL	No	No	Yes	Yes	No	No	Month-to-month	No	Electronic check	59.55	1144.6	No
349	918	918	5737	7989-VCQOH	Male	0	Yes	Yes	18	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	Month-to-month	No	Electronic check	83.25	1611.15	No
350	1593	1593	68	3170-NMYVV	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	Bank transfer (automatic)	20.15	930.9	No
351	2707	2707	1053	5669-SRAIP	Female	0	No	No	5	No	No phone service	DSL	No	No	Yes	No	No	Yes	Month-to-month	No	Electronic check	39.5	210.75	Yes
352	2580	2580	3686	5899-MQZZL	Female	0	No	No	13	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	75.0	999.45	Yes
353	286	286	1894	9281-PKKZE	Female	0	Yes	No	46	No	No phone service	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	43.95	2007.85	No
354	4891	4891	4654	4530-NDRKU	Female	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	Yes	Electronic check	19.05	761.85	No
355	1986	1986	1626	9504-DSHWM	Male	0	No	No	20	Yes	Yes	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	59.2	1191.2	No
356	864	864	911	7508-SMHXL	Female	1	No	No	15	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	No	Credit card (automatic)	89.0	1288.3	No
357	4472	4472	3569	9847-HNVGP	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	No	Mailed check	19.95	310.6	No
358	304	304	1765	0409-WTMPL	Female	0	Yes	No	58	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	110.65	6526.65	No
359	5041	5041	1719	2081-VEYEH	Male	0	No	No	3	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	107.95	318.6	No
360	3350	3350	2547	7963-SHNDT	Female	0	No	No	52	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	Two year	No	Mailed check	39.1	1982.1	No
361	3609	3609	4868	2568-OIADY	Female	0	Yes	No	37	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.5	3762	Yes
362	3774	3774	6214	6725-TPKJO	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	Mailed check	20.05	845.25	No
363	472	472	240	7301-ABVAD	Female	0	No	No	72	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	86.6	6350.5	No
364	4450	4450	5767	1972-XMUWV	Female	0	Yes	No	65	Yes	No	DSL	No	No	No	Yes	Yes	No	Two year	Yes	Credit card (automatic)	59.8	3808.2	No
365	1831	1831	6990	0376-OIWME	Male	0	Yes	No	36	Yes	No	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	93.6	3366.05	No
366	5845	5845	2454	5406-KGRMX	Female	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	Electronic check	24.55	1719.15	No
367	3335	3335	697	5896-NPFWW	Male	0	Yes	Yes	3	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	50.15	168.15	Yes
368	4893	4893	4627	3680-CTHUH	Male	0	No	No	60	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	116.6	7049.5	No
369	1741	1741	463	3811-VBYBZ	Male	0	No	No	7	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.8	673.25	Yes
370	2505	2505	3488	0003-MKNFE	Male	0	No	No	9	Yes	Yes	DSL	No	No	No	No	No	Yes	Month-to-month	No	Mailed check	59.9	542.4	No
371	4476	4476	6594	8317-BVKSO	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	Yes	Electronic check	20.05	299.3	No
372	4336	4336	5181	5727-MYATE	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	90.8	6397.6	No
373	1525	1525	3892	3824-RHKVR	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	Month-to-month	No	Credit card (automatic)	19.7	340.35	No
374	5739	5739	6528	4957-SREEC	Male	0	Yes	Yes	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	Credit card (automatic)	20.35	1458.1	No
375	3807	3807	1440	7677-SJJJK	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	One year	No	Credit card (automatic)	19.9	153.95	No
376	532	532	1649	2851-MMUTZ	Female	0	No	No	27	Yes	No	DSL	No	Yes	No	Yes	No	No	Month-to-month	Yes	Mailed check	56.15	1439.35	No
377	1657	1657	5087	8739-QOTTN	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	Mailed check	20.35	41.85	No
378	2303	2303	4075	3160-TYXLT	Male	0	No	No	53	No	No phone service	DSL	Yes	Yes	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	46.3	2546.85	No
379	4126	4126	519	7531-GQHME	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	Month-to-month	No	Credit card (automatic)	20.05	265.45	No
380	2355	2355	3145	2919-HBCJO	Female	0	No	No	4	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	76.65	333.6	Yes
381	1045	1045	2398	7389-KBFIT	Female	0	Yes	Yes	2	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	30.25	63.75	No
382	2460	2460	4228	6416-TVAIH	Male	0	Yes	Yes	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	68.5	68.5	Yes
383	3121	3121	6301	7872-RDDLZ	Female	1	No	No	67	Yes	Yes	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	54.9	3725.5	No
384	2014	2014	1270	8780-IHCRN	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	Credit card (automatic)	24.65	1574.5	No
385	2916	2916	131	6207-WIOLX	Female	0	Yes	Yes	25	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	58.6	1502.65	Yes
386	2464	2464	1137	0831-JNISG	Male	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	Mailed check	19.8	1396.25	No
387	1051	1051	5522	2619-WFQWU	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	70.15	70.15	Yes
388	3981	3981	1441	2480-EJWYP	Female	1	Yes	No	58	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	97.8	5458.8	No
389	429	429	5751	0932-YIXYU	Female	0	No	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	Credit card (automatic)	20.25	1029.8	No
390	3260	3260	2003	1447-PJGGA	Female	0	No	No	57	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Two year	Yes	Electronic check	95.25	5464.65	Yes
391	2805	2805	6139	3039-MJSLN	Male	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	Month-to-month	No	Bank transfer (automatic)	20.2	50.6	No
392	3522	3522	5507	5753-QQWPW	Female	0	No	No	28	Yes	No	DSL	Yes	Yes	No	Yes	No	No	One year	Yes	Electronic check	59.9	1654.7	No
393	1900	1900	2754	6351-SCJKT	Male	0	No	No	3	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	Month-to-month	No	Mailed check	41.35	107.25	No
394	3312	3312	6954	9364-YKUVW	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	Month-to-month	Yes	Mailed check	19.8	309.4	No
395	2433	2433	5670	7812-FZHPE	Female	0	Yes	Yes	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	24.1	409.9	Yes
396	5133	5133	6319	8904-OPDCK	Male	1	Yes	No	54	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	24.95	1364.75	No
397	1299	1299	5339	3370-GQEAL	Male	0	Yes	Yes	30	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	85.45	2509.95	No
398	5167	5167	2508	9405-GPBBG	Female	0	No	No	64	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	110.5	7069.25	No
399	533	533	5652	9752-ZNQUT	Female	0	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	48.6	48.6	No
400	4148	4148	6232	9681-OXGVC	Female	0	No	No	5	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.5	514	Yes
401	2224	2224	1196	0455-ENTCR	Male	0	Yes	No	66	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	No	Electronic check	85.25	5538.35	No
402	2507	2507	6938	5996-EBTKM	Female	0	Yes	Yes	67	Yes	Yes	DSL	No	No	Yes	Yes	No	Yes	Two year	Yes	Bank transfer (automatic)	69.9	4615.9	No
403	5018	5018	1753	2057-BOYKM	Female	1	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	No	Two year	Yes	Bank transfer (automatic)	96.6	6827.5	No
404	1715	1715	5714	6108-OQZDQ	Female	0	Yes	Yes	4	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	97.95	384.5	Yes
405	3699	3699	3729	3635-QQRQD	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	Yes	Credit card (automatic)	20.05	1201.65	No
406	3690	3690	2601	7730-CLDSV	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	Yes	Two year	Yes	Bank transfer (automatic)	98.65	7129.45	No
407	4769	4769	3756	9136-ALYBR	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	24.45	24.45	Yes
408	2630	2630	1257	0723-VSOBE	Female	1	No	No	45	No	No phone service	DSL	No	No	No	No	No	Yes	One year	No	Electronic check	34.2	1596.6	No
409	2147	2147	6515	7016-BPGEU	Female	0	No	No	29	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	25.1	712.85	Yes
410	1595	1595	4996	3557-HTYWR	Female	0	No	No	47	Yes	Yes	DSL	Yes	Yes	No	Yes	No	Yes	Two year	No	Mailed check	74.05	3496.3	No
411	977	977	3819	6174-NRBTZ	Male	0	No	No	46	No	No phone service	DSL	Yes	No	No	No	No	No	One year	Yes	Bank transfer (automatic)	30.75	1489.3	No
412	3565	3565	6218	8821-KVZKQ	Female	0	Yes	Yes	70	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	58.4	4113.15	No
413	1364	1364	6825	5022-KVDQT	Male	0	No	No	27	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	81.3	2272.8	No
414	4564	4564	2106	4547-FZJWE	Male	0	Yes	Yes	55	Yes	No	DSL	Yes	No	No	No	No	Yes	One year	No	Credit card (automatic)	59.45	3157	No
415	1696	1696	5265	4274-DRSQT	Female	0	No	No	66	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	One year	Yes	Bank transfer (automatic)	88.9	6000.1	No
416	2818	2818	18	4190-MFLUW	Female	0	Yes	Yes	10	Yes	No	DSL	No	No	Yes	Yes	No	No	Month-to-month	No	Credit card (automatic)	55.2	528.35	Yes
417	4053	4053	2270	4140-MUHUG	Female	1	No	No	3	Yes	No	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	86.85	220.95	Yes
418	5907	5907	1021	3422-WJOYD	Male	0	Yes	No	28	Yes	No	DSL	Yes	No	No	Yes	No	No	One year	No	Mailed check	54.35	1426.45	No
419	3006	3006	2512	5829-NVSQN	Female	0	Yes	No	23	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	One year	Yes	Bank transfer (automatic)	68.75	1689.45	No
420	224	224	1562	8259-NFJTV	Female	0	Yes	Yes	7	No	No phone service	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Mailed check	34.65	246.6	No
421	965	965	2182	2530-FMFXO	Male	0	Yes	Yes	56	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	103.2	5873.75	No
422	1580	1580	3023	0238-WHBIQ	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	89.7	6339.3	No
423	2239	2239	2788	2790-XUYMV	Male	0	No	Yes	71	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	No	One year	Yes	Credit card (automatic)	85.45	6028.95	No
424	1521	1521	5434	9921-EZKBY	Male	0	No	Yes	33	Yes	Yes	Fiber optic	Yes	No	Yes	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	95.3	3275.15	No
425	489	489	3288	1843-TLSGD	Female	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	Two year	No	Mailed check	20.85	272.35	No
426	5693	5693	1959	5882-CMAZQ	Female	0	Yes	Yes	5	No	No phone service	DSL	No	Yes	No	Yes	No	No	Month-to-month	No	Electronic check	34.25	163.55	No
427	944	944	1876	3946-JEWRQ	Male	0	Yes	No	47	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	One year	Yes	Credit card (automatic)	95.2	4563	No
428	5885	5885	6863	0657-DOGUM	Female	0	Yes	No	48	Yes	Yes	DSL	Yes	No	No	Yes	No	No	One year	Yes	Bank transfer (automatic)	60.6	2985.25	No
429	1259	1259	3402	4951-UKAAQ	Female	0	No	No	4	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	88.95	355.2	Yes
430	2268	2268	430	9063-ZGTUY	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	Month-to-month	Yes	Mailed check	19.4	1182.55	Yes
431	20	20	4693	0463-TXOAK	Male	0	No	Yes	52	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)	25.6	1334.5	No
432	1969	1969	5834	5055-MGMGF	Female	0	Yes	No	65	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.05	6914.95	No
433	2232	2232	3237	6734-JDTTV	Male	0	Yes	Yes	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)	19.85	1267.05	No
434	3169	3169	781	7521-AFHAB	Female	0	Yes	Yes	5	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	44.8	220.45	No
435	5123	5123	6391	4000-VGMQP	Male	0	Yes	Yes	38	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	One year	No	Credit card (automatic)	78.95	2862.55	No
436	3507	3507	5445	1832-PEUTS	Male	0	Yes	Yes	62	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Two year	Yes	Credit card (automatic)	89.1	5411.65	No
437	1726	1726	725	6549-YMFAW	Male	1	Yes	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	Mailed check	21.25	204.55	No
438	3462	3462	365	1010-DIAUQ	Male	0	No	No	5	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	96.5	492.55	Yes
439	283	283	1183	0887-WBJVH	Female	0	Yes	No	53	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	One year	Yes	Electronic check	93.45	4872.2	No
440	1979	1979	5071	1746-TGTWV	Male	0	Yes	No	1	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	No	Credit card (automatic)	75.35	75.35	No
441	3488	3488	4095	0641-EVBOJ	Male	0	No	No	3	Yes	No	Fiber optic	Yes	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	82.3	214.4	No
442	2925	2925	4667	5537-UXXVS	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	Month-to-month	No	Bank transfer (automatic)	19.25	375.25	No
443	3648	3648	632	1775-KWJKQ	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	89.85	6562.9	No
444	4062	4062	105	6180-YBIQI	Male	0	No	No	5	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	24.3	100.2	No
445	5485	5485	4142	2969-VAPYH	Female	0	No	No	67	Yes	No	DSL	Yes	Yes	No	Yes	No	No	One year	No	Credit card (automatic)	60.5	3870	No
446	2799	2799	858	3224-DFQNQ	Female	0	Yes	No	66	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	No	No	One year	No	Electronic check	89.0	5898.6	No
447	5728	5728	4931	4298-OYIFC	Male	0	Yes	No	15	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	103.45	1539.8	No
448	5844	5844	3645	1991-VOPLL	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	Mailed check	19.05	157.65	No
449	1142	1142	1825	5423-BHIXO	Female	0	No	No	32	Yes	Yes	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	54.2	1739.6	No
450	2891	2891	2620	7799-DSEWS	Male	0	No	No	18	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	Month-to-month	Yes	Electronic check	68.35	1299.8	No
451	1035	1035	3039	5456-ITGIC	Male	1	Yes	No	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	64.45	4641.1	No
452	3698	3698	3906	6372-RFVNS	Female	0	Yes	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	78.8	78.8	Yes
453	731	731	605	4723-BEGSG	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	86.65	6094.25	No
454	5126	5126	1668	9659-QEQSY	Female	0	No	No	45	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	115.65	5125.5	No
455	72	72	1197	8944-AILEF	Male	0	Yes	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	Yes	Credit card (automatic)	19.45	340.85	No
456	1668	1668	402	0979-PHULV	Male	0	Yes	Yes	69	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	99.45	7007.6	Yes
457	3766	3766	5405	4097-YODCF	Male	0	No	Yes	34	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	Yes	One year	Yes	Electronic check	103.8	3470.8	No
458	1371	1371	1983	7336-RLLRH	Male	0	Yes	No	27	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	One year	No	Mailed check	80.85	2204.35	No
459	3253	3253	6463	0872-CASZJ	Male	0	Yes	No	59	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	One year	Yes	Mailed check	69.1	4096.9	No
460	4363	4363	4435	5453-AXEPF	Male	0	Yes	No	17	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	80.5	1336.9	No
461	4320	4320	726	4950-HKQTE	Female	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	26.25	605.9	No
462	4855	4855	6104	7356-AYNJP	Female	0	No	No	4	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	23.9	97.5	No
463	317	317	6061	3920-HIHMQ	Female	0	No	Yes	26	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	49.5	1265.65	No
464	4397	4397	920	7471-WNSUF	Male	0	Yes	No	60	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)	24.15	1505.9	No
465	3986	3986	4703	2956-GGUCQ	Male	1	Yes	No	24	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	78.85	1772.25	Yes
466	4573	4573	6792	4597-ELFTS	Male	0	No	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	24.9	1334	Yes
467	4522	4522	1708	8640-SDGKB	Male	0	No	No	4	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	74.4	299.7	Yes
468	2670	2670	3515	5206-HPJKM	Male	0	No	No	17	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	55.5	934.15	No
469	3328	3328	5402	5057-RKGLH	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	20.35	191.1	No
470	3606	3606	4942	2626-URJFX	Male	0	Yes	Yes	4	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	50.9	225.6	Yes
471	4074	4074	1	5575-GNVDE	Male	0	No	No	34	Yes	No	DSL	Yes	No	Yes	No	No	No	One year	No	Mailed check	56.95	1889.5	No
472	3514	3514	163	4648-YPBTM	Male	0	No	No	53	Yes	Yes	DSL	No	Yes	Yes	Yes	No	Yes	Two year	Yes	Bank transfer (automatic)	73.9	3958.25	No
473	5524	5524	2368	6650-BWFRT	Female	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	117.15	8529.5	No
474	1533	1533	5768	8679-LZBMD	Male	0	Yes	No	44	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	90.65	3974.15	No
475	396	396	44	4080-IIARD	Female	0	Yes	No	13	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	76.2	981.45	No
476	4962	4962	1603	7459-RRWQZ	Female	0	No	No	15	Yes	Yes	DSL	Yes	No	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	64.65	994.55	Yes
477	39	39	1720	6407-UTSLV	Female	1	No	No	2	Yes	No	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	83.8	163.7	No
478	3939	3939	2040	7398-HPYZQ	Male	0	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	90.55	6404	No
479	5722	5722	766	5175-WLYXL	Male	0	No	No	22	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	78.85	1600.25	No
480	3184	3184	3750	4415-WNGVR	Female	1	Yes	No	12	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	79.2	943.85	No
481	2525	2525	1207	0013-MHZWF	Female	0	No	Yes	9	Yes	No	DSL	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	69.4	571.45	No
482	4834	4834	2621	8766-PAFNE	Male	0	Yes	No	71	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	79.1	5564.85	No
483	2345	2345	4217	8107-KNCIM	Male	1	Yes	No	14	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.1	1013.35	No
484	2104	2104	2314	8197-BFWVU	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	93.25	6688.95	No
485	5891	5891	3342	0384-LPITE	Male	0	No	No	40	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	One year	No	Credit card (automatic)	62.05	2511.55	No
486	4037	4037	7014	9053-EJUNL	Male	0	No	No	41	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	89.2	3645.75	No
487	751	751	1220	0872-JCPIB	Male	0	No	No	17	Yes	Yes	DSL	Yes	No	No	No	No	Yes	Month-to-month	No	Bank transfer (automatic)	65.75	1111.2	No
488	227	227	5414	2722-VOJQL	Male	0	No	No	64	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	105.65	6903.1	Yes
489	5811	5811	4636	1269-FOYWN	Male	0	Yes	Yes	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	Bank transfer (automatic)	20.0	860.85	No
490	559	559	1971	4425-OWHWB	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	One year	Yes	Credit card (automatic)	19.35	433.75	No
491	2876	2876	3994	0406-BPDVR	Female	1	Yes	No	54	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	One year	Yes	Credit card (automatic)	101.5	5373.1	Yes
492	1748	1748	5798	4548-SDBKE	Female	0	No	No	5	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	85.2	474.8	Yes
493	2962	2962	1790	3096-IZETN	Female	0	No	No	12	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Bank transfer (automatic)	78.1	947.3	Yes
494	1662	1662	6839	4078-SAYYN	Female	0	No	No	11	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.75	1129.75	Yes
495	4348	4348	963	4849-PYRLQ	Female	1	No	No	56	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	Two year	No	Bank transfer (automatic)	73.25	4054.2	No
496	5225	5225	928	0862-PRCBS	Female	0	Yes	Yes	68	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	103.75	7039.45	No
497	1551	1551	6215	2446-BEGGB	Female	1	No	No	6	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	98.25	560.6	Yes
498	1442	1442	3554	1077-HUUJM	Female	0	No	Yes	7	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	71.05	472.65	No
499	4431	4431	6862	1273-MTETI	Female	1	No	No	4	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	88.85	372.45	Yes
500	1495	1495	621	0516-UXRMT	Female	0	No	No	62	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	One year	Yes	Electronic check	92.05	5755.8	No
501	5713	5713	3272	6772-KSATR	Male	0	No	No	1	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	81.7	81.7	Yes
502	5864	5864	5258	8634-CILSZ	Male	0	No	No	69	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	104.7	7220.35	Yes
503	1	1	4528	9688-YGXVR	Female	0	No	No	44	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	88.15	3973.2	No
504	2915	2915	1846	7369-TRPFD	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	No	Mailed check	18.8	279.2	No
505	5080	5080	1329	3910-MRQOY	Female	0	Yes	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	No	Bank transfer (automatic)	19.4	1496.45	No
506	910	910	2328	4238-JSSWH	Female	1	Yes	No	35	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	102.05	3452.55	No
507	195	195	2268	7205-BAIAD	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	Yes	Bank transfer (automatic)	20.6	827.3	No
508	2528	2528	1510	7898-PDWQE	Male	0	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	No	Credit card (automatic)	80.4	5727.15	No
509	4713	4713	4021	4255-DDUOU	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	20.5	20.5	Yes
510	4933	4933	2563	5130-IEKQT	Male	1	No	No	25	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	No	Mailed check	105.95	2655.25	Yes
511	572	572	5205	0365-TRTPY	Female	0	No	No	37	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	No	Bank transfer (automatic)	91.2	3382.3	No
512	1864	1864	843	6549-NNDYT	Female	0	No	No	13	No	No phone service	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	30.85	394.1	No
513	1928	1928	3869	1357-BIJKI	Male	0	Yes	No	50	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	One year	Yes	Electronic check	98.25	4858.7	No
514	4717	4717	3030	1761-AEZZR	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	79.55	79.55	Yes
515	4617	4617	2490	7641-TQFHN	Male	0	No	Yes	39	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Two year	No	Mailed check	100.55	3895.35	No
516	4121	4121	6652	0827-ITJPH	Male	0	No	No	36	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)	18.55	689	No
517	2323	2323	990	1206-EHBDD	Female	0	Yes	No	56	Yes	No	Fiber optic	Yes	No	Yes	No	No	No	Two year	No	Bank transfer (automatic)	80.3	4513.65	No
518	3757	3757	4016	7754-IXRMC	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	45.35	45.35	No
519	2194	2194	1815	1927-QEWMY	Female	0	Yes	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	No	Credit card (automatic)	20.5	1502.25	No
520	539	539	1557	4672-FOTSD	Male	0	No	No	12	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	Month-to-month	Yes	Electronic check	67.25	832.3	No
521	2521	2521	1017	9361-YNQWJ	Female	0	No	No	64	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)	24.4	1601.2	No
522	4000	4000	352	4115-NZRKS	Female	1	No	No	7	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	89.15	574.35	No
523	4084	4084	5879	6603-YRDCJ	Male	0	Yes	No	33	Yes	No	DSL	Yes	Yes	No	Yes	No	No	Two year	Yes	Mailed check	61.05	2018.4	No
524	2592	2592	1932	3247-MHJKM	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
525	3332	3332	4952	7379-FNIUJ	Male	0	No	No	2	Yes	No	Fiber optic	Yes	Yes	No	No	Yes	Yes	Month-to-month	No	Electronic check	100.2	198.5	No
526	2946	2946	976	5875-YPQFJ	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
527	4468	4468	1458	7893-IXHRQ	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	20.55	20.55	Yes
528	5788	5788	2038	9172-JITSM	Female	0	Yes	Yes	26	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	90.8	2361.8	Yes
529	776	776	5853	9114-VEPUF	Male	0	Yes	No	62	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	Yes	One year	No	Electronic check	96.1	6001.45	No
530	2749	2749	4128	4628-CTTLA	Male	0	No	No	57	No	No phone service	DSL	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	39.3	2111.45	Yes
531	4269	4269	5624	4462-CYWMH	Male	1	Yes	No	62	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	89.8	5629.55	No
532	405	405	4450	4925-LMHOK	Male	0	No	No	15	Yes	Yes	DSL	No	Yes	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	58.6	939.7	Yes
533	3050	3050	1377	3071-MVJCD	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	No	Bank transfer (automatic)	82.3	5815.15	No
534	4253	4253	3239	3890-RTCMS	Male	0	No	No	16	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	49.45	799	No
535	2958	2958	1299	4566-QVRRW	Female	0	Yes	No	11	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	44.05	483.7	Yes
536	1136	1136	5576	4929-BSTRX	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Mailed check	53.55	53.55	Yes
537	5256	5256	3486	2558-BUOZZ	Male	0	No	No	47	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	One year	No	Bank transfer (automatic)	94.8	4535.85	No
538	4590	4590	914	6024-RUGGH	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	Yes	Bank transfer (automatic)	25.2	1798.9	No
539	5484	5484	4364	6741-QRLUP	Female	0	No	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	Yes	Credit card (automatic)	80.3	4995.35	No
540	735	735	1468	9480-BQJEI	Male	0	No	No	62	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	Yes	One year	Yes	Bank transfer (automatic)	92.3	5731.45	No
541	661	661	2266	5732-IKGQH	Male	1	Yes	No	52	Yes	No	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	104.45	5481.25	No
542	2972	2972	5969	4673-KKSLS	Female	0	No	No	31	Yes	No	Fiber optic	Yes	No	Yes	Yes	No	No	Month-to-month	No	Electronic check	87.6	2724.25	No
543	5699	5699	3219	3896-ZVNET	Female	0	Yes	Yes	24	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	24.7	571.75	No
544	5331	5331	5917	5144-PQCDZ	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	Mailed check	19.95	59.25	No
545	1262	1262	350	0513-RBGPE	Male	0	Yes	Yes	37	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	Two year	Yes	Credit card (automatic)	62.8	2278.75	No
546	3424	3424	6353	8735-DCXNF	Male	0	Yes	No	10	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	54.95	568.85	No
547	4572	4572	5660	1121-QSIVB	Female	0	No	Yes	44	Yes	Yes	DSL	No	Yes	No	No	Yes	Yes	One year	Yes	Mailed check	77.55	3471.1	No
548	982	982	4483	3873-WOSBC	Male	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	No	Credit card (automatic)	25.6	1784.9	No
549	2816	2816	6354	3214-IYUUQ	Female	0	Yes	No	61	Yes	No	Fiber optic	Yes	Yes	No	Yes	No	Yes	One year	No	Bank transfer (automatic)	93.7	5860.7	No
550	4411	4411	614	7138-GIRSH	Male	0	No	No	50	Yes	Yes	DSL	No	No	Yes	Yes	No	Yes	Two year	No	Bank transfer (automatic)	69.5	3418.2	No
551	5905	5905	2613	0137-OCGAB	Female	0	No	No	1	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	80.2	80.2	Yes
552	1742	1742	4329	2979-SXESE	Female	0	Yes	Yes	17	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	No	Month-to-month	No	Electronic check	94.4	1607.2	Yes
553	634	634	1340	1371-DWPAZ	Female	0	Yes	Yes	0	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	No	Credit card (automatic)	56.05		No
554	5611	5611	954	5382-SOYZL	Male	0	No	No	22	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.1	2162.6	No
555	379	379	4523	9518-XXBXE	Male	1	Yes	No	10	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	No	Electronic check	75.3	720.45	No
556	4433	4433	400	2277-AXSDC	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)	19.75	624.15	No
557	33	33	4999	1699-TLDLZ	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	Two year	No	Mailed check	19.7	301.55	No
558	1139	1139	3334	0337-CNPZE	Female	0	No	No	41	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	106.3	4443.45	Yes
559	4563	4563	4223	4029-HPFVY	Male	0	No	No	3	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	70.3	220.4	No
560	4063	4063	3041	1406-PUQVY	Male	0	No	Yes	1	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	49.9	49.9	No
561	4898	4898	5529	5919-VCZYM	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	20.05	42.7	No
562	5465	5465	1931	7409-JURKQ	Female	0	Yes	No	53	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	111.8	5809.75	No
563	5184	5184	4468	7083-YNSKY	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	Month-to-month	Yes	Credit card (automatic)	25.4	399.6	Yes
564	3953	3953	2365	7268-IGMFD	Male	1	No	No	18	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	No	Month-to-month	No	Bank transfer (automatic)	93.9	1743.9	No
565	1669	1669	2195	9891-NQDBD	Female	0	Yes	No	28	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	25.55	672.2	No
566	1511	1511	195	2604-IJPDU	Female	0	Yes	No	20	Yes	No	Fiber optic	Yes	Yes	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	96.55	1901.65	No
567	3779	3779	1004	7047-YXDMZ	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	Mailed check	20.0	417.7	No
568	3697	3697	1577	9254-RBFON	Female	0	Yes	Yes	17	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	No	Bank transfer (automatic)	98.6	1704.95	Yes
569	5324	5324	1365	7721-JXEAW	Male	0	Yes	No	59	No	No phone service	DSL	No	Yes	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	41.05	2452.7	Yes
570	49	49	4800	9300-AGZNL	Male	1	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.0	94	Yes
571	1192	1192	6883	2133-TSRRM	Female	0	No	Yes	34	Yes	No	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	105.35	3688.6	No
572	5250	5250	713	5433-KYGHE	Female	0	No	Yes	14	Yes	Yes	Fiber optic	Yes	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	86.0	1164.05	No
573	381	381	5587	1707-HABPF	Female	1	No	No	46	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	No	One year	Yes	Bank transfer (automatic)	91.3	4126.35	No
574	4530	4530	4052	9667-EQRXU	Female	1	No	No	30	No	No phone service	DSL	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	40.3	1172.95	Yes
575	1547	1547	741	6923-JHPMP	Female	0	No	No	2	Yes	No	Fiber optic	Yes	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	80.45	137.1	No
576	4919	4919	919	5149-TGWDZ	Female	0	No	No	21	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Mailed check	104.55	2239.4	No
577	962	962	4651	3540-RZJYU	Female	0	No	No	15	Yes	No	Fiber optic	Yes	No	No	No	Yes	No	Month-to-month	No	Electronic check	86.2	1270.2	Yes
578	4443	4443	6444	6302-JGYRJ	Male	0	No	Yes	31	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	One year	Yes	Mailed check	79.45	2587.7	Yes
579	1722	1722	4078	0628-CNQRM	Male	0	Yes	Yes	22	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	One year	Yes	Bank transfer (automatic)	67.5	1544.05	Yes
580	4849	4849	2635	9953-ZMKSM	Male	0	No	No	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	1559.3	No
581	5387	5387	5387	8676-OOQEJ	Male	0	No	No	4	No	No phone service	DSL	No	No	No	Yes	No	No	Month-to-month	No	Electronic check	30.5	118.4	No
582	2575	2575	382	8204-YJCLA	Male	1	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	64.8	4732.35	No
583	4371	4371	271	7633-MVPUY	Male	0	Yes	No	57	Yes	No	DSL	Yes	Yes	No	Yes	No	No	Two year	Yes	Electronic check	59.75	3450.15	No
584	5542	5542	4057	7980-MHFLQ	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	Mailed check	24.9	1859.2	No
585	1270	1270	5586	1998-VHJHK	Female	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	19.15	501.35	No
586	2902	2902	2394	8231-BSWXX	Male	0	No	No	71	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	One year	Yes	Credit card (automatic)	79.05	5552.5	No
587	4582	4582	4802	9972-NKTFD	Female	0	No	No	28	Yes	No	DSL	No	Yes	No	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	54.65	1517.5	No
588	4254	4254	2383	3787-TRIAL	Male	0	Yes	Yes	21	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	26.05	565.75	No
589	3182	3182	343	9639-BUJXT	Male	0	No	No	63	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	20.5	1328.15	No
590	5088	5088	3278	4293-ETKAP	Female	0	Yes	Yes	65	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	79.4	5071.9	No
591	4218	4218	5856	9873-MNDKV	Female	0	No	No	11	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	44.65	472.25	No
592	1687	1687	777	7314-OXENN	Male	0	No	No	2	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	82.0	184.65	Yes
593	2267	2267	5065	6551-ZCOTS	Male	1	No	No	33	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)	24.9	847.8	No
594	2909	2909	2123	8819-IMISP	Male	0	No	No	31	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	80.45	2429.1	No
595	2149	2149	972	0556-FJEGU	Male	0	No	No	58	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	Two year	No	Bank transfer (automatic)	70.1	4048.95	No
596	4065	4065	2169	6418-PIQSP	Female	0	Yes	No	62	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Mailed check	81.0	4985.9	No
597	349	349	2439	8884-MRNSU	Male	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	Bank transfer (automatic)	19.9	329.75	No
598	4323	4323	3845	0004-TLHLJ	Male	0	No	No	4	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	73.9	280.85	Yes
599	2969	2969	2315	2577-GVSIL	Male	0	Yes	Yes	35	Yes	Yes	DSL	No	No	No	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	73.45	2661.1	No
600	1705	1705	4878	7869-ZYDST	Male	0	Yes	No	31	Yes	Yes	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	59.05	1882.8	No
601	2936	2936	2379	3757-NJYBX	Male	1	Yes	No	32	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	106.35	3520.75	Yes
602	444	444	3975	2860-RANUS	Female	1	No	No	20	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	85.8	1727.5	Yes
603	1817	1817	4241	2150-UWTFY	Female	0	Yes	Yes	22	Yes	No	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	No	Mailed check	61.15	1422.05	Yes
604	2240	2240	4113	3982-JGSFD	Male	0	No	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	Yes	Credit card (automatic)	20.35	695.85	No
605	1642	1642	1813	0817-HSUSE	Male	0	No	No	1	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	75.5	75.5	No
606	3079	3079	5952	4430-YHXGG	Female	0	No	Yes	4	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	25.45	84.2	No
607	1746	1746	3768	3537-HPKQT	Female	0	Yes	No	55	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	77.75	4266.4	No
608	5621	5621	1527	0640-YJTPY	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	Bank transfer (automatic)	21.0	1493.75	No
609	914	914	4838	1360-XFJMR	Female	0	Yes	No	67	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	109.7	7344.45	No
610	4609	4609	5207	9381-NDKME	Female	1	Yes	No	24	No	No phone service	DSL	No	No	Yes	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	40.65	933.3	Yes
611	4362	4362	4484	7465-ZZRVX	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.35	70.35	No
612	5216	5216	5268	2885-HIJDH	Male	0	Yes	Yes	69	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	86.9	6194.1	No
613	3839	3839	5760	4583-PARNH	Male	1	Yes	No	16	Yes	No	Fiber optic	No	No	Yes	Yes	No	Yes	Month-to-month	Yes	Electronic check	91.55	1540.05	No
614	2481	2481	3400	5950-AAAGJ	Male	0	No	No	18	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Bank transfer (automatic)	84.3	1537.9	No
615	5880	5880	3993	9769-TSBZE	Female	0	No	Yes	70	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	Two year	No	Electronic check	66.0	4891.5	No
616	1833	1833	3583	2292-XQWSV	Male	0	Yes	Yes	40	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	One year	No	Mailed check	60.3	2448.5	No
617	380	380	6582	9558-IHEZX	Female	0	No	No	71	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Credit card (automatic)	106.75	7283.25	No
618	465	465	1839	9350-ZXYJC	Female	0	No	No	4	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	116.95	No
619	4008	4008	4644	5701-ZIKJE	Male	0	No	No	13	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	50.55	610.75	No
620	4894	4894	224	5961-VUSRV	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	Yes	Bank transfer (automatic)	19.35	219.35	No
621	1889	1889	2970	2815-CPTUL	Male	1	No	No	5	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	70.25	331.9	Yes
622	5855	5855	3561	5998-VVEJY	Male	0	No	No	26	Yes	Yes	Fiber optic	No	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	80.5	2088.8	Yes
623	5000	5000	5811	6754-LZUKA	Male	0	Yes	No	61	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	Two year	No	Bank transfer (automatic)	80.9	4932.5	No
624	5964	5964	6949	3648-GZPHF	Male	0	Yes	Yes	32	No	No phone service	DSL	No	No	Yes	Yes	No	No	One year	Yes	Mailed check	36.25	1151.05	No
625	2134	2134	194	2146-EGVDT	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	Credit card (automatic)	19.3	1192.7	No
626	1984	1984	3599	7925-PNRGI	Female	0	Yes	Yes	45	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	Month-to-month	No	Mailed check	81.3	3541.1	No
627	4585	4585	3594	9026-LHEVG	Female	0	No	No	9	No	No phone service	DSL	No	Yes	No	No	No	Yes	Month-to-month	No	Electronic check	40.75	359.4	No
628	4396	4396	2769	5577-OTWWW	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	Bank transfer (automatic)	19.75	297.3	Yes
629	3147	3147	3339	8690-ZVLCL	Female	0	Yes	Yes	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	88.0	6161.9	No
630	5678	5678	5883	6131-JLWZM	Female	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	Mailed check	20.3	275.4	No
631	2832	2832	5461	1221-GHZEP	Female	0	No	No	62	Yes	No	DSL	Yes	No	No	Yes	No	Yes	Two year	Yes	Mailed check	65.1	3846.75	No
632	1828	1828	1583	2720-FVBQP	Female	0	Yes	Yes	6	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	48.95	273.25	No
633	1778	1778	3268	6778-EICRF	Male	0	Yes	Yes	24	Yes	Yes	DSL	Yes	No	No	No	Yes	Yes	One year	No	Mailed check	74.8	1821.2	No
634	1783	1783	1937	0854-UYHZD	Female	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	Two year	No	Mailed check	19.55	265.3	No
635	4345	4345	5943	2202-CUYXZ	Male	0	No	No	1	Yes	No	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	84.85	84.85	Yes
636	2678	2678	5153	5439-WIKXB	Male	1	Yes	No	41	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.55	3851.45	No
637	1680	1680	2213	5197-YPYBZ	Female	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	Two year	No	Credit card (automatic)	25.25	274.7	No
638	415	415	3660	2259-OUUSZ	Male	0	No	No	7	No	No phone service	DSL	No	No	Yes	Yes	No	No	One year	Yes	Credit card (automatic)	35.5	249.55	No
639	4643	4643	768	8728-SKJLR	Male	0	No	No	41	Yes	No	Fiber optic	No	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	74.25	3089.1	No
640	2067	2067	3297	9194-GFVOI	Female	0	Yes	No	42	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	84.35	3571.6	No
641	1370	1370	5577	4163-HFTUK	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	One year	No	Electronic check	19.1	1007.8	No
642	1302	1302	4745	6116-RFVHN	Female	0	Yes	No	34	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.45	3414.65	No
643	4540	4540	2175	7927-AUXBZ	Female	0	No	No	30	Yes	No	Fiber optic	No	No	No	Yes	Yes	No	Month-to-month	No	Electronic check	85.15	2555.9	Yes
644	5227	5227	6395	3058-HJCUY	Male	0	Yes	Yes	41	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	102.6	4213.35	Yes
645	1666	1666	2414	9621-OUPYD	Female	0	Yes	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)	20.2	507.9	No
646	675	675	6207	6769-DYBQN	Male	1	No	No	46	Yes	No	Fiber optic	Yes	No	No	No	No	Yes	Month-to-month	No	Electronic check	85.0	3969.4	Yes
647	5019	5019	5197	7566-DSRLQ	Female	0	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	110.15	7998.8	No
648	244	244	3366	1855-AGAWH	Male	0	Yes	No	31	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Electronic check	93.8	2939.8	No
649	4175	4175	2994	8046-DNVTL	Male	0	Yes	No	62	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	Two year	Yes	Credit card (automatic)	38.6	2345.55	No
650	154	154	1566	4751-ERMAN	Male	0	Yes	Yes	72	Yes	No	DSL	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	75.4	5480.25	No
651	2337	2337	1228	2040-VZIKE	Female	0	Yes	No	49	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Mailed check	100.85	4847.35	No
652	2998	2998	1677	3283-WCWXT	Male	0	Yes	Yes	6	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	25.4	153.3	No
653	2501	2501	1946	7449-HVPIV	Male	0	Yes	Yes	55	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	90.4	5099.15	No
654	2108	2108	25	6865-JZNKO	Female	0	No	No	30	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	55.3	1530.6	No
655	2869	2869	5044	9927-DSWDF	Male	0	Yes	No	22	Yes	No	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	104.6	2180.55	No
656	1977	1977	6094	7493-GVFIO	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)	20.55	1252.85	No
657	5158	5158	4804	5734-EJKXG	Female	0	No	No	61	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	118.6	7365.7	No
658	2847	2847	3893	5816-SCGFC	Female	1	No	No	7	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	51.3	419.35	No
659	1095	1095	6655	1705-GUHPV	Female	0	No	No	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	24.2	1618.2	No
660	4637	4637	2161	5159-YFPKQ	Female	0	No	No	2	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	75.8	160.75	Yes
661	1941	1941	6325	4558-FANTW	Female	0	Yes	Yes	17	Yes	No	Fiber optic	Yes	No	No	Yes	Yes	No	Month-to-month	No	Electronic check	91.85	1574.45	Yes
662	5917	5917	2556	8868-GAGIO	Male	0	Yes	No	45	Yes	Yes	Fiber optic	Yes	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	84.55	3713.95	No
663	66	66	188	0956-SYCWG	Female	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	Electronic check	19.65	244.8	No
664	1267	1267	4958	0060-FUALY	Female	0	Yes	No	59	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	94.75	5597.65	No
665	2378	2378	4340	4468-YDOVK	Male	0	No	Yes	5	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Bank transfer (automatic)	48.65	235.2	No
666	4815	4815	1248	7321-PKUYW	Female	0	No	No	11	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	No	Month-to-month	No	Electronic check	90.15	987.95	Yes
667	3578	3578	2529	0022-TCJCI	Male	1	No	No	45	Yes	No	DSL	Yes	No	Yes	No	No	Yes	One year	No	Credit card (automatic)	62.7	2791.5	Yes
668	347	347	6366	2845-KDHVX	Female	0	Yes	No	64	Yes	No	DSL	No	Yes	Yes	Yes	No	Yes	Two year	Yes	Mailed check	68.3	4378.8	No
669	2241	2241	6103	8573-CGOCC	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	Credit card (automatic)	19.75	294.9	No
670	3739	3739	4998	8920-NAVAY	Male	1	No	No	62	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	110.75	7053.35	No
671	4623	4623	5297	7647-GYYKX	Female	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	Yes	Bank transfer (automatic)	20.35	1092.35	No
672	4737	4737	3876	7392-YYPYJ	Male	0	No	No	22	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.65	2415.95	No
673	5735	5735	5172	9507-HSMMZ	Male	0	No	No	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	Mailed check	20.0	1149.65	No
674	1524	1524	5272	8780-IXSTS	Female	0	No	No	6	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	90.1	521.3	Yes
675	3370	3370	1653	6625-FLENO	Male	0	Yes	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	No	Mailed check	20.75	1185.95	No
676	3126	3126	1910	6637-KYRCV	Female	0	Yes	Yes	5	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	30.5	167.2	No
677	2836	2836	5568	2270-CHBFN	Female	0	Yes	No	44	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	95.1	4060.55	No
678	5505	5505	6293	7977-HXJKU	Male	0	No	Yes	21	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	397	No
679	3420	3420	522	0913-XWSCN	Male	0	Yes	Yes	55	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Bank transfer (automatic)	85.5	4713.4	No
680	608	608	1918	2801-NISEI	Male	0	No	No	24	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Electronic check	54.95	1348.5	No
681	5663	5663	2056	4138-NAXED	Male	0	No	No	51	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	81.0	4085.75	No
682	1031	1031	2997	1891-FZYSA	Male	1	Yes	No	69	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	89.95	6143.15	Yes
683	348	348	315	5027-YOCXN	Male	0	Yes	Yes	51	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	One year	No	Credit card (automatic)	110.05	5686.4	No
684	4810	4810	4916	3420-YJLQT	Female	0	No	No	2	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	79.55	151.75	No
685	1001	1001	497	0505-SPOOW	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)	19.8	1397.65	No
686	1122	1122	1083	9878-TNQGW	Male	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	80.95	171.15	Yes
687	30	30	904	0379-DJQHR	Male	0	Yes	Yes	67	Yes	No	DSL	Yes	Yes	Yes	No	Yes	Yes	Two year	No	Credit card (automatic)	81.35	5398.6	No
688	1493	1493	1200	5370-IIVVL	Male	0	No	No	37	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	104.5	3778	No
689	1615	1615	3193	1407-DIGZV	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	Two year	No	Mailed check	19.1	52	No
690	4238	4238	5150	7017-VFULY	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)	20.1	43.15	No
691	3209	3209	3652	0612-RTZZA	Female	1	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	25.25	25.25	Yes
692	2696	2696	4080	6199-IPCAO	Female	0	Yes	Yes	29	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	26.1	692.55	No
693	2106	2106	1417	5651-WYIPH	Female	1	No	No	18	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	49.85	865.75	No
694	3063	3063	3700	5616-PRTNT	Male	0	No	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	Yes	Electronic check	19.4	374.5	Yes
695	1651	1651	3265	9722-UJOJR	Male	0	Yes	Yes	29	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.75	1974.8	Yes
696	4705	4705	4212	5797-APWZC	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	No	Electronic check	90.6	90.6	Yes
697	1294	1294	2855	8922-NPKBJ	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	Two year	No	Mailed check	19.35	867.3	No
698	773	773	6604	7729-JTEEC	Male	0	Yes	Yes	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	44.5	90.05	No
699	148	148	434	6048-NJXHX	Male	0	Yes	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	Electronic check	19.75	899.45	No
700	2537	2537	3162	6429-SHBCB	Male	0	No	No	19	Yes	Yes	DSL	No	No	No	No	Yes	Yes	Month-to-month	No	Mailed check	69.6	1394.55	No
701	1430	1430	6256	3751-KTZEL	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	Yes	Month-to-month	No	Mailed check	35.05	35.05	Yes
702	1116	1116	4534	2607-FBDFF	Male	0	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	No	Credit card (automatic)	49.0	49	No
703	5049	5049	1906	2361-FJWNO	Male	0	No	No	40	No	No phone service	DSL	No	Yes	No	Yes	No	No	One year	No	Credit card (automatic)	36.0	1382.9	No
704	3081	3081	2909	9619-GSATL	Female	0	No	No	43	Yes	No	DSL	No	Yes	No	Yes	No	No	One year	No	Electronic check	55.45	2444.25	No
705	3113	3113	3864	4817-VYYWS	Female	0	No	No	30	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.2	2983.8	Yes
706	3019	3019	1398	3569-EDBPQ	Female	0	No	No	24	Yes	Yes	Fiber optic	Yes	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	84.35	1938.05	No
707	558	558	6732	5666-CYCYZ	Female	0	No	No	24	Yes	Yes	Fiber optic	No	No	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	89.55	2259.35	No
708	1369	1369	5114	5371-VYLSX	Female	1	No	No	50	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	83.4	4113.7	No
709	5056	5056	2593	0962-CQPWQ	Female	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	Two year	No	Bank transfer (automatic)	20.3	1296.15	No
710	548	548	3353	4536-PLEQY	Male	0	Yes	No	12	Yes	No	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	85.05	999.8	No
711	2731	2731	3033	5795-KTGUD	Female	0	Yes	No	68	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	110.8	7553.6	No
712	5220	5220	6851	8465-SBRXP	Male	0	Yes	Yes	38	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	No	Two year	Yes	Bank transfer (automatic)	94.9	3616.25	No
713	2294	2294	5945	8421-WZOOW	Female	1	Yes	Yes	57	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	95.3	5567.45	No
714	531	531	4772	5795-BKOYE	Female	0	Yes	Yes	69	Yes	No	DSL	No	Yes	Yes	Yes	No	No	One year	No	Bank transfer (automatic)	59.1	4134.7	No
715	138	138	2228	3597-YASZG	Female	1	Yes	No	70	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	104.45	7349.35	No
716	978	978	5447	8660-BUETV	Female	0	No	No	3	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	44.75	148.05	No
717	5749	5749	2999	1038-RQOST	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	Month-to-month	No	Mailed check	20.6	414.95	No
718	642	642	6348	1025-FALIX	Female	0	No	No	26	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	69.05	1815.65	No
719	3539	3539	3292	7284-BUYEC	Female	0	No	No	5	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	50.95	229.4	No
720	5173	5173	4835	2360-RDGRO	Male	0	Yes	No	65	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	104.25	6812.95	No
721	1066	1066	978	6646-QVXLR	Male	1	Yes	No	62	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	103.75	6383.35	Yes
722	2810	2810	2492	9206-GVPEQ	Male	0	Yes	No	13	No	No phone service	DSL	Yes	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	54.45	706.85	Yes
723	5769	5769	5353	8992-OBVDG	Male	0	No	No	21	Yes	No	DSL	No	No	Yes	No	No	Yes	Month-to-month	No	Mailed check	61.65	1393.6	No
724	3376	3376	2468	2636-OHFMN	Male	0	Yes	No	4	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	48.55	201	Yes
725	5935	5935	3890	3886-CERTZ	Female	0	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	109.25	8109.8	Yes
726	1398	1398	4609	2519-TWKFS	Male	0	Yes	Yes	25	Yes	Yes	DSL	No	No	No	Yes	No	No	One year	Yes	Mailed check	55.1	1466.1	No
727	487	487	5229	8327-LZKAS	Female	1	Yes	No	43	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	107.55	4533.9	Yes
728	495	495	1561	1157-BQCUW	Male	0	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.95	74.95	Yes
729	1014	1014	5891	4905-JEFDW	Male	0	No	No	11	No	No phone service	DSL	No	No	Yes	No	Yes	No	One year	Yes	Electronic check	41.6	470.6	Yes
730	4290	4290	1355	5624-RYAMH	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	Electronic check	19.5	178.85	No
731	5762	5762	6922	9398-MMQTO	Male	0	No	No	3	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Credit card (automatic)	74.45	221.1	No
732	3763	3763	5606	6586-PSJOX	Male	0	No	Yes	15	Yes	No	DSL	No	No	Yes	Yes	No	No	One year	No	Credit card (automatic)	55.2	864.55	No
733	4678	4678	4757	1582-RAFML	Male	0	No	No	1	Yes	Yes	DSL	No	Yes	No	Yes	No	No	Month-to-month	No	Mailed check	60.1	60.1	Yes
734	5013	5013	2286	1465-LNTLJ	Male	1	Yes	No	8	Yes	No	DSL	No	No	Yes	Yes	No	Yes	Month-to-month	Yes	Credit card (automatic)	64.4	581.7	No
735	1290	1290	5700	3312-ZWLGF	Male	1	Yes	No	29	Yes	Yes	Fiber optic	No	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	79.3	2414.55	No
736	521	521	2922	3348-CFRNX	Female	0	Yes	No	28	Yes	No	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Mailed check	92.35	2602.9	Yes
737	3776	3776	4921	0089-IIQKO	Female	0	Yes	Yes	39	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	99.95	3767.4	No
738	3692	3692	1241	0096-FCPUF	Male	0	No	No	30	Yes	Yes	DSL	Yes	No	No	No	No	Yes	Month-to-month	Yes	Mailed check	64.5	1888.45	No
739	5982	5982	5191	5982-PSMKW	Female	0	Yes	Yes	23	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	91.1	2198.3	No
740	530	530	1416	4859-ZSRDZ	Female	0	Yes	Yes	58	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	55.5	3166.9	No
741	3689	3689	1190	6807-SIWJI	Male	0	No	No	38	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	Yes	One year	Yes	Electronic check	104.85	3887.25	No
742	3482	3482	5204	4282-ACRXS	Male	1	Yes	No	38	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	24.85	955.75	No
743	517	517	124	7219-TLZHO	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	20.85	62.9	No
744	1343	1343	4267	1227-UDMZR	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	91.15	6637.9	No
745	2465	2465	2767	3572-UOLYZ	Female	0	No	Yes	46	Yes	Yes	Fiber optic	No	No	Yes	Yes	No	No	Month-to-month	Yes	Bank transfer (automatic)	84.8	3958.85	No
746	5519	5519	6002	3727-RJMEO	Male	0	Yes	No	6	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	82.85	460.25	Yes
747	4544	4544	2657	3301-LSLWQ	Female	0	No	No	29	Yes	Yes	DSL	Yes	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	66.1	1912.15	No
748	3653	3653	5165	8062-YBDOE	Male	1	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.65	69.65	Yes
749	2747	2747	5483	5536-SLHPM	Female	0	Yes	No	55	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	77.75	4458.15	Yes
750	3318	3318	4596	2432-TFSMK	Male	0	No	No	18	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	One year	Yes	Credit card (automatic)	89.6	1633	No
751	5039	5039	3266	0464-WJTKO	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)	20.1	1460.85	No
752	1789	1789	6069	8097-OMULG	Male	0	Yes	Yes	59	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	One year	No	Credit card (automatic)	76.75	4541.9	No
753	5716	5716	3582	6357-JJPQT	Female	0	No	No	3	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	80.5	232.35	No
754	3149	3149	2285	4307-KTUMW	Male	0	Yes	No	53	Yes	Yes	Fiber optic	Yes	No	Yes	No	No	Yes	Month-to-month	No	Electronic check	93.9	5029.2	Yes
755	2058	2058	4625	4480-QQRHC	Female	1	No	No	8	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	74.05	600.15	No
756	2764	2764	2497	5702-SKUOB	Female	0	Yes	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	19.6	93.45	No
757	2103	2103	4436	3639-XJHKQ	Female	0	No	Yes	19	Yes	No	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	60.6	1297.8	No
758	2730	2730	5356	5701-GUXDC	Female	0	Yes	No	26	No	No phone service	DSL	Yes	No	Yes	No	No	No	One year	No	Credit card (automatic)	35.4	978.6	No
759	3603	3603	4137	7777-UNYHB	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	Yes	Credit card (automatic)	20.1	232.4	No
760	4502	4502	2058	0744-BIKKF	Male	0	No	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	86.65	6224.8	No
761	1750	1750	3411	7056-IMHCC	Male	1	Yes	No	53	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	101.9	5549.4	Yes
762	326	326	558	2501-XWWTZ	Male	0	No	No	11	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	70.2	760.05	No
763	2075	2075	6930	5570-PTWEH	Female	0	Yes	No	3	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	75.15	216.75	Yes
764	1238	1238	1564	2660-EMUBI	Male	1	No	No	10	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.35	898.35	Yes
765	1815	1815	5430	6331-LWDTQ	Male	0	No	No	10	Yes	Yes	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	72.15	794.25	Yes
766	601	601	3481	7339-POGZN	Female	0	No	No	4	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	50.7	214.55	No
767	3519	3519	2009	7639-OPLNG	Male	0	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	Yes	Bank transfer (automatic)	79.25	5731.85	No
768	5322	5322	6804	8212-DJRCH	Male	0	Yes	Yes	5	Yes	No	Fiber optic	Yes	No	Yes	No	No	Yes	Month-to-month	Yes	Mailed check	90.35	434.5	No
769	2090	2090	5054	6094-ZIVKX	Female	0	No	No	68	Yes	No	DSL	Yes	No	Yes	No	No	No	One year	Yes	Credit card (automatic)	54.45	3674.95	No
770	4589	4589	1308	3372-KWFBM	Male	1	No	No	16	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	86.6	1281	Yes
771	3194	3194	3669	2587-EKXTS	Male	0	No	No	44	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	111.5	4915.15	No
772	483	483	5936	9418-RUKPH	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	19.95	756.4	No
773	4840	4840	872	1764-VUUMT	Male	0	No	Yes	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	Credit card (automatic)	19.95	1269.1	No
774	520	520	4489	8259-DZLIZ	Female	0	Yes	Yes	64	Yes	Yes	DSL	No	Yes	No	No	No	No	One year	Yes	Bank transfer (automatic)	53.85	3399.85	No
775	5584	5584	2205	0380-NEAVX	Male	1	No	No	34	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	99.85	3343.15	No
776	4971	4971	6307	3043-SUDUA	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	Month-to-month	No	Bank transfer (automatic)	19.9	601.55	No
777	5670	5670	5423	5228-EXCET	Male	0	No	No	13	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	80.85	1008.7	Yes
778	5401	5401	895	0730-KOAVE	Male	0	No	No	30	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	94.3	2679.7	No
779	1855	1855	868	3313-QKNKB	Male	0	Yes	No	59	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	One year	No	Electronic check	85.55	5084.65	Yes
780	4639	4639	5083	7136-IHZJA	Female	0	Yes	Yes	40	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	Month-to-month	Yes	Mailed check	71.35	2847.2	No
781	2840	2840	5108	7811-JIVPF	Female	0	No	No	23	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	No	Credit card (automatic)	49.7	1081.25	No
782	241	241	1436	9546-CQJSU	Female	0	No	No	2	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	91.4	193.6	Yes
783	2402	2402	4610	2889-FPWRM	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	117.8	8684.8	Yes
784	1091	1091	5027	3247-ZVOUO	Male	1	Yes	No	10	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Electronic check	85.55	851.75	Yes
785	5902	5902	1500	7041-TXQJH	Female	0	No	No	37	No	No phone service	DSL	No	No	Yes	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	40.2	1478.85	No
786	5748	5748	6969	4745-LSPLO	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	20.5	20.5	Yes
787	1573	1573	1187	8089-UZWLX	Female	1	No	No	71	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Two year	No	Bank transfer (automatic)	104.05	7413.55	No
788	3288	3288	1326	6682-VCIXC	Female	0	Yes	Yes	43	No	No phone service	DSL	Yes	Yes	No	Yes	Yes	No	One year	Yes	Bank transfer (automatic)	51.25	2151.6	No
789	2033	2033	2006	0224-HJAPT	Male	0	No	No	5	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	47.15	223.15	Yes
790	5405	5405	335	4322-RCYMT	Male	0	Yes	Yes	68	Yes	Yes	DSL	No	Yes	Yes	Yes	No	Yes	One year	Yes	Bank transfer (automatic)	75.8	5293.95	Yes
791	725	725	6897	2363-BJLSL	Male	0	No	No	62	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	80.4	4981.15	No
792	3790	3790	11	7469-LKBCI	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	Two year	No	Credit card (automatic)	18.95	326.8	No
793	1390	1390	4857	6344-SFJVH	Female	0	No	No	20	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	24.9	505.95	No
794	2357	2357	4629	6112-KTHFQ	Female	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	Mailed check	19.3	279.3	No
795	1586	1586	945	6680-WKXRZ	Female	0	No	No	3	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	74.4	215.8	Yes
796	4481	4481	5884	4785-QRJHC	Male	1	Yes	No	46	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	59.9	2816.65	Yes
797	1393	1393	6371	1535-VTJOQ	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	Two year	No	Credit card (automatic)	25.15	553	No
798	695	695	6441	5084-OOVCJ	Female	0	Yes	Yes	17	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	55.35	920.5	No
799	2102	2102	2503	9067-SQTNS	Male	0	Yes	Yes	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	Bank transfer (automatic)	20.6	926	No
800	2932	2932	2606	1550-EENBN	Female	0	No	No	31	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	Yes	Month-to-month	No	Electronic check	104.35	3205.6	No
801	4181	4181	2507	9668-PUGNU	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	Yes	Electronic check	24.5	1816.2	No
802	5091	5091	4719	0362-ZBZWJ	Male	0	No	No	36	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	84.9	3067.2	Yes
803	3843	3843	3673	1723-HKXJQ	Male	0	No	No	42	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	101.75	4273.45	Yes
804	4288	4288	5613	3913-FCUUW	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	Two year	Yes	Bank transfer (automatic)	70.45	5165.7	No
805	2484	2484	6953	1564-NTYXF	Female	1	No	No	13	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	82.0	1127.2	Yes
806	5482	5482	635	7207-RMRDB	Female	0	Yes	Yes	65	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.5	6985.65	Yes
807	3171	3171	1749	1320-REHCS	Male	1	No	No	52	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	110.75	5832	No
808	5175	5175	4964	3943-KDREE	Female	0	No	No	26	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	74.95	1834.95	Yes
809	44	44	1498	0529-ONKER	Male	1	No	No	15	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	75.65	1146.65	Yes
810	4900	4900	5554	8838-GPHZP	Female	0	No	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	Mailed check	20.6	1298.7	No
811	308	308	181	6582-OIVSP	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	45.3	45.3	No
812	376	376	387	1708-PBBOA	Female	0	No	No	42	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	One year	Yes	Electronic check	54.75	2348.45	No
813	2235	2235	2945	3987-KQDDU	Male	0	No	No	9	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	No	Electronic check	75.6	661.55	No
814	1363	1363	2908	7780-OTDSO	Male	0	Yes	No	18	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.4	1742.95	Yes
815	65	65	4914	0562-FGDCR	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	Two year	No	Mailed check	74.55	5430.65	No
816	2586	2586	5692	3948-FVVRP	Male	0	Yes	Yes	9	Yes	No	DSL	No	Yes	No	Yes	No	No	Month-to-month	No	Mailed check	54.8	452.8	No
817	1431	1431	6115	3831-YCPUO	Female	0	Yes	Yes	72	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	109.5	7854.9	No
818	2906	2906	1515	1921-KYSAY	Female	0	No	No	41	Yes	Yes	DSL	No	No	Yes	Yes	No	Yes	One year	Yes	Electronic check	68.6	2877.05	No
819	4005	4005	7008	1980-KXVPM	Female	1	No	No	3	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	75.05	256.25	Yes
820	3132	3132	3013	2065-MMKGR	Female	0	No	No	29	Yes	Yes	DSL	No	No	No	No	Yes	Yes	One year	Yes	Credit card (automatic)	71.0	2080.1	No
821	3954	3954	4648	9717-QEBGU	Male	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.3	144	No
822	4820	4820	4670	8741-LQOBK	Female	0	Yes	Yes	46	No	No phone service	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	35.05	1620.25	No
823	1196	1196	3252	1536-YHDOE	Male	0	Yes	Yes	17	Yes	Yes	DSL	Yes	No	No	Yes	No	No	One year	Yes	Mailed check	62.1	1096.65	No
824	4743	4743	827	9146-JRIOX	Female	0	Yes	Yes	14	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	25.55	372.45	No
825	5354	5354	675	3729-OWRVL	Male	1	No	No	65	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	110.35	7246.15	No
826	2600	2600	6016	4250-ZBWLV	Male	0	No	No	68	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	No	Electronic check	108.45	7176.55	Yes
827	5031	5031	3122	8395-ETZKQ	Male	1	Yes	Yes	68	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	1193.55	No
828	3760	3760	5119	6034-YMTOB	Female	0	No	No	5	Yes	No	Fiber optic	No	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	75.65	399.45	No
829	509	509	5728	3374-LXDEV	Female	0	No	No	13	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	No	Month-to-month	No	Electronic check	89.4	1132.35	Yes
830	5460	5460	512	5956-VKDTT	Female	1	Yes	No	5	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.35	334.8	Yes
831	2784	2784	2686	4283-FUTGF	Male	1	No	No	19	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	79.85	1471.75	Yes
832	2651	2651	3275	1245-HARPS	Female	0	Yes	No	14	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	292.4	No
833	3842	3842	3291	9143-CANJF	Female	0	Yes	Yes	24	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Electronic check	55.15	1319.85	No
834	916	916	5332	4565-EVZMJ	Female	0	No	No	47	Yes	No	DSL	Yes	Yes	No	Yes	No	No	One year	Yes	Mailed check	58.9	2813.05	No
835	113	113	1922	8201-AAXCB	Male	0	Yes	Yes	25	Yes	Yes	DSL	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	60.35	1404.65	No
836	5281	5281	5772	8645-KOMJQ	Male	0	Yes	Yes	69	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	81.95	5601.4	No
837	5458	5458	5215	7845-URHJN	Female	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	No	Bank transfer (automatic)	20.15	156.25	Yes
838	4220	4220	2064	7061-OVMIM	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	One year	No	Bank transfer (automatic)	19.55	608.5	No
839	496	496	6054	9445-SZLCH	Female	0	Yes	Yes	36	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	97.35	3457.9	Yes
840	1224	1224	5770	6252-DFGTK	Female	0	Yes	No	37	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	One year	No	Credit card (automatic)	68.1	2479.25	No
841	1601	1601	4365	4737-HOBAX	Male	0	Yes	No	63	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	79.8	5034.05	No
842	1386	1386	5144	1078-TDCRN	Female	1	Yes	No	3	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	30.75	82.85	No
843	5472	5472	6070	6013-BHCAW	Male	0	Yes	Yes	61	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	81.0	4976.15	No
844	2404	2404	1313	6599-RCLCJ	Male	0	Yes	No	47	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	109.55	5124.55	Yes
845	3645	3645	3083	1599-EAHXY	Male	0	Yes	Yes	60	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)	23.95	1506.4	No
846	5433	5433	2141	6648-INWPS	Male	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	Electronic check	20.15	341.35	No
847	3605	3605	5513	0248-PGHBZ	Female	1	No	No	67	Yes	No	Fiber optic	Yes	Yes	No	Yes	Yes	No	Two year	Yes	Bank transfer (automatic)	92.45	6140.85	No
848	5094	5094	3037	8512-WIWYV	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	One year	No	Credit card (automatic)	20.35	707.5	No
849	2044	2044	3749	4424-TKOPW	Male	1	No	No	2	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	93.85	196.75	Yes
850	4846	4846	5415	1310-QRITU	Female	0	No	No	18	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	50.3	913.3	No
851	125	125	2020	2546-KZAAT	Male	0	Yes	No	52	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	One year	Yes	Mailed check	75.4	3865.45	No
852	5910	5910	1585	4522-XRWWI	Male	0	Yes	No	42	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	One year	No	Credit card (automatic)	80.45	3375.9	No
853	3243	3243	6241	8878-HMWBV	Male	0	No	No	3	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	49.15	169.05	Yes
854	678	678	268	6323-AYBRX	Male	0	No	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	Mailed check	19.35	1099.6	Yes
855	3903	3903	619	4059-IIEBK	Female	0	No	No	7	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	78.55	522.95	No
856	4358	4358	3500	5443-SCMKX	Female	0	Yes	No	58	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	One year	Yes	Electronic check	94.3	5610.15	No
857	452	452	5722	3096-JRDSO	Female	1	Yes	No	27	Yes	Yes	Fiber optic	Yes	No	No	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	104.3	2867.75	Yes
858	994	994	3942	6959-UWKHF	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	42.9	42.9	Yes
859	3176	3176	5709	5602-BVFMK	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	19.3	228.75	No
860	1692	1692	1491	8605-ITULD	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
861	3495	3495	392	0224-RLWWD	Female	1	No	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	44.3	89.3	No
862	5279	5279	6313	0754-UKWQP	Male	0	No	No	2	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.85	197.7	Yes
863	2980	2980	4753	5729-KLZAR	Female	0	Yes	Yes	4	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Electronic check	80.85	302.75	Yes
864	1172	1172	6814	2267-WTPYD	Female	1	Yes	No	57	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	No	Credit card (automatic)	94.0	5438.95	No
865	5846	5846	4598	4929-ROART	Male	0	No	No	18	Yes	Yes	DSL	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	56.25	969.85	No
866	3099	3099	587	8752-IMQOS	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	One year	No	Mailed check	20.1	85.1	No
867	4179	4179	28	5248-YGIJN	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	90.25	6369.45	No
868	3855	3855	4049	6199-IWKGC	Female	1	Yes	No	46	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	One year	No	Electronic check	100.25	4753.85	No
869	1433	1433	4304	9732-OUYRN	Female	0	Yes	No	49	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)	19.0	918.7	No
870	2080	2080	3409	4806-DXQCE	Female	1	Yes	No	70	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	113.65	7714.65	No
871	3864	3864	1014	4695-VADHF	Male	0	Yes	Yes	18	Yes	No	DSL	No	No	Yes	No	No	Yes	Month-to-month	No	Electronic check	57.45	990.85	Yes
872	282	282	1370	7596-IIWYC	Female	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	Yes	Bank transfer (automatic)	20.25	538.2	No
873	1281	1281	2103	7206-PQBBZ	Male	1	Yes	No	11	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.2	834.7	No
874	1771	1771	1923	7696-CFTAT	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	Two year	No	Bank transfer (automatic)	19.8	726.1	No
875	4028	4028	2134	8974-OVACP	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	20.15	20.15	No
876	861	861	1310	6393-WRYZE	Female	0	Yes	No	34	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	97.65	3207.55	Yes
877	5315	5315	1819	6701-DHKWQ	Female	0	Yes	Yes	61	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	No	Two year	No	Credit card (automatic)	51.35	3244.4	No
878	2141	2141	5774	9761-XUJWD	Male	0	No	No	5	Yes	No	DSL	No	Yes	No	Yes	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	65.6	339.9	No
879	2830	2830	4237	6715-OFDBP	Male	0	No	No	5	Yes	No	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	70.05	346.4	Yes
880	2755	2755	2760	9534-NSXEM	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	Yes	Credit card (automatic)	20.65	595.5	No
881	582	582	3017	1402-PTHGN	Female	0	Yes	Yes	18	Yes	No	DSL	Yes	Yes	No	Yes	No	No	One year	Yes	Mailed check	61.5	1087.45	No
882	137	137	5306	5940-NFXKV	Male	0	Yes	Yes	19	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	83.65	1465.75	Yes
883	4390	4390	738	1307-TVUFB	Male	1	No	No	42	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	79.35	3344.1	No
884	3152	3152	4347	4366-CTOUZ	Female	0	No	No	50	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	Yes	Two year	Yes	Mailed check	100.2	5038.45	No
885	5602	5602	2485	9921-ZVRHG	Female	0	No	No	14	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	80.45	1072	Yes
886	5644	5644	3183	7890-VYYWG	Male	1	Yes	No	3	No	No phone service	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Mailed check	36.45	93.7	Yes
887	2177	2177	2277	3571-RFHAR	Male	0	No	No	65	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	109.15	6941.2	Yes
888	704	704	6607	7242-QZLXF	Male	0	No	Yes	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	25.3	25.3	Yes
889	5817	5817	6019	0440-MOGPM	Female	0	No	No	41	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	80.55	3263.9	No
890	4655	4655	951	8584-KMVXD	Female	0	No	No	8	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	75.6	535.55	No
891	5369	5369	1625	1262-OPMFY	Female	0	Yes	No	9	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	75.75	655.9	Yes
892	4200	4200	4579	5650-YLIBA	Male	0	No	No	31	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	81.15	2640.55	No
893	167	167	6725	2061-VVFST	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	Month-to-month	No	Bank transfer (automatic)	19.5	805.2	No
894	888	888	2688	1569-TTNYJ	Male	0	Yes	No	5	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	78.75	412.1	Yes
895	1022	1022	5708	7072-MBHEV	Female	1	Yes	Yes	11	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	78.1	864.85	No
896	3595	3595	3138	5077-DXTCG	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	45.3	45.3	Yes
897	2579	2579	761	1894-IGFSG	Female	0	No	No	22	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	No	Electronic check	89.25	1907.85	Yes
898	4991	4991	2125	8311-UEUAB	Female	0	Yes	Yes	67	Yes	Yes	DSL	Yes	No	No	No	Yes	Yes	Two year	Yes	Electronic check	75.5	5229.45	No
899	2009	2009	2019	7694-VLBWQ	Male	0	Yes	No	67	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	No	Electronic check	104.1	7040.85	Yes
900	5040	5040	280	0314-TKOSI	Female	0	No	No	6	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Mailed check	55.15	322.9	No
901	3706	3706	4954	9725-SCPZG	Male	0	No	Yes	1	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	90.85	90.85	Yes
902	5963	5963	2433	8314-DPQHL	Male	0	No	No	9	No	No phone service	DSL	Yes	No	Yes	Yes	No	Yes	One year	No	Mailed check	50.8	463.6	No
903	3438	3438	1613	3374-PZLXD	Male	0	No	No	34	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	675.6	No
904	5665	5665	6865	8792-AOROI	Female	0	Yes	No	8	Yes	No	DSL	Yes	No	No	Yes	No	Yes	Two year	No	Mailed check	65.5	564.35	No
905	3663	3663	3874	4570-QHXHL	Female	0	No	No	9	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	43.75	405.7	No
906	4299	4299	1380	1131-SUEKT	Male	0	Yes	Yes	61	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	98.45	6145.2	No
907	2308	2308	2987	3769-MHZNV	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	Mailed check	20.1	670.35	No
908	2920	2920	1811	2070-XYMFH	Female	1	No	No	23	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	79.35	1835.3	No
909	1042	1042	2842	1215-VFYVK	Female	0	No	No	4	No	No phone service	DSL	Yes	No	Yes	Yes	No	Yes	Month-to-month	No	Mailed check	48.25	202.25	No
910	5255	5255	1810	5149-QYTTU	Female	0	Yes	Yes	71	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	No	One year	Yes	Credit card (automatic)	95.15	6770.85	No
911	5877	5877	6331	1929-ZCBHE	Male	0	Yes	Yes	47	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	One year	No	Electronic check	40.3	1794.8	No
912	5835	5835	6756	1754-GKYPY	Male	1	Yes	No	22	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	89.75	1938.9	No
913	5372	5372	2896	9522-ZSINC	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	Yes	Electronic check	19.95	253.8	No
914	3722	3722	3040	7317-GGVPB	Male	0	Yes	No	71	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	108.6	7690.9	Yes
915	3053	3053	6902	5820-PTRYM	Female	1	Yes	No	56	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	One year	Yes	Credit card (automatic)	68.45	4014	No
916	3580	3580	1960	5846-QFDFI	Female	0	Yes	Yes	33	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	No	Month-to-month	No	Credit card (automatic)	88.6	2888.7	No
917	852	852	5963	7163-OCEQI	Male	0	Yes	Yes	22	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	One year	Yes	Mailed check	78.65	1663.75	No
918	5238	5238	455	8313-NDOIA	Female	0	No	No	24	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	104.15	2494.65	No
919	3048	3048	141	4080-OGPJL	Female	0	No	No	8	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	Month-to-month	No	Electronic check	71.15	563.65	Yes
920	1180	1180	2260	6204-IEUXJ	Female	0	No	No	3	Yes	No	Fiber optic	No	No	Yes	Yes	No	No	Month-to-month	No	Credit card (automatic)	80.1	217.55	Yes
921	1961	1961	7042	3186-AJIEK	Male	0	No	No	66	Yes	No	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	105.65	6844.5	No
922	3042	3042	1904	3143-ILDAL	Male	0	No	No	56	Yes	Yes	Fiber optic	No	Yes	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	94.45	5124.6	Yes
923	3039	3039	5505	4776-XSKYQ	Female	0	Yes	Yes	12	No	No phone service	DSL	No	No	No	Yes	No	No	One year	No	Credit card (automatic)	30.25	368.85	No
924	5724	5724	4218	9027-YFHQJ	Male	0	No	No	7	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	Bank transfer (automatic)	25.05	152.95	No
925	4888	4888	4415	0420-TXVSG	Male	0	Yes	No	66	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	Two year	Yes	Credit card (automatic)	66.1	4428.45	No
926	3572	3572	4187	2642-MAWLJ	Female	0	Yes	Yes	36	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)	20.25	717.95	No
927	4425	4425	4232	3066-RRJIO	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	69.95	69.95	Yes
928	2846	2846	2429	8406-LNMHF	Male	1	Yes	No	59	Yes	No	Fiber optic	Yes	Yes	Yes	No	No	No	One year	Yes	Credit card (automatic)	82.95	4903.15	No
929	3472	3472	3456	0436-TWFFZ	Female	0	No	No	67	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Mailed check	85.25	5714.2	No
930	3523	3523	2293	9339-FIIJL	Male	0	Yes	No	72	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	85.95	6151.9	No
931	3397	3397	5257	6029-WTIPC	Male	1	No	No	37	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	101.1	3744.05	Yes
932	3768	3768	140	3146-MSEGF	Female	1	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	88.05	6425.65	No
933	124	124	3829	8374-XGEJJ	Male	1	Yes	No	43	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	101.0	4388.4	Yes
934	3287	3287	1019	9391-TTOYH	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	Mailed check	19.5	470.2	No
935	4157	4157	3155	4962-CHQPW	Male	0	No	Yes	29	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	535.05	No
936	1906	1906	5837	2969-QWUBZ	Female	0	No	No	2	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	No	Electronic check	51.4	96.8	No
937	159	159	1669	5405-ZMYXQ	Female	0	No	No	8	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	74.6	548.9	No
938	2137	2137	5062	2911-UREFD	Female	0	Yes	No	39	No	No phone service	DSL	Yes	No	Yes	No	Yes	Yes	Month-to-month	No	Electronic check	55.9	2184.35	Yes
939	3490	3490	4575	8746-OQQRW	Male	0	No	No	4	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	25.25	101.9	No
940	3065	3065	5604	9432-VOFYX	Male	0	No	No	17	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.8	1207	No
941	3391	3391	4716	5176-OLSKT	Female	0	Yes	No	66	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	Two year	No	Bank transfer (automatic)	66.9	4370.25	No
942	5730	5730	5535	2404-JIBFC	Female	0	Yes	Yes	55	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	85.1	4657.95	No
943	2543	2543	656	8100-PNJMH	Male	0	Yes	Yes	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	88.85	6132.7	No
944	2315	2315	4863	8727-JQFHV	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	Two year	No	Mailed check	20.75	1123.15	No
945	223	223	4679	8218-FFJDS	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	86.4	6058.95	No
946	3034	3034	3693	7032-LMBHI	Female	0	No	No	37	Yes	Yes	DSL	Yes	No	No	No	Yes	No	One year	No	Bank transfer (automatic)	64.65	2347.85	No
947	2591	2591	2721	8225-BTJAU	Male	1	No	No	10	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	79.25	793.55	Yes
948	1427	1427	238	0094-OIFMO	Female	1	No	No	11	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.0	1120.3	Yes
949	398	398	5100	9940-RHLFB	Female	0	No	No	1	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	No	Electronic check	75.3	75.3	Yes
950	1835	1835	2941	6176-YJWAS	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	No	Two year	Yes	Credit card (automatic)	97.95	7114.25	No
951	5695	5695	488	4472-LVYGI	Female	0	Yes	Yes	0	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	No	Two year	Yes	Bank transfer (automatic)	52.55		No
952	5199	5199	6336	8647-SDTWQ	Male	0	Yes	Yes	57	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.3	4018.35	No
953	3805	3805	735	7595-EHCDL	Male	0	Yes	Yes	32	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	No	Credit card (automatic)	50.6	1653.45	No
954	4674	4674	6644	0898-XCGTF	Male	0	Yes	No	61	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	96.5	5673.7	No
955	3658	3658	3883	8104-OSKWT	Female	0	No	No	12	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	79.8	1001.2	No
956	5420	5420	4452	6695-AMZUF	Female	0	Yes	No	70	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	86.45	5950.2	No
957	4088	4088	5523	5044-LRQAQ	Female	0	Yes	No	7	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	69.2	477.55	No
958	5168	5168	6132	3896-RCYYE	Female	0	No	No	67	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	53.4	3579.15	No
959	1155	1155	4570	1386-ZIKUV	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	18.95	130.55	No
960	1086	1086	4081	7665-TOALD	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.6	69.6	Yes
961	1843	1843	4220	4644-OBGFZ	Male	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	One year	No	Mailed check	19.5	1026.35	No
962	3649	3649	2493	8622-ZLFKO	Female	0	Yes	No	6	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	90.75	512.25	No
963	3110	3110	4386	3400-ESFUW	Male	0	Yes	Yes	55	Yes	No	DSL	Yes	Yes	No	Yes	No	No	Two year	No	Bank transfer (automatic)	57.55	3046.4	Yes
964	5434	5434	5104	1328-EUZHC	Female	0	Yes	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	Mailed check	20.1	370.5	No
965	2594	2594	3560	4452-QIIEB	Male	0	No	No	7	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	43.9	278.4	No
966	3158	3158	1814	5442-PPTJY	Male	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	Two year	No	Mailed check	19.7	258.35	No
967	5977	5977	466	9076-AXYIK	Male	1	Yes	No	64	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Two year	No	Electronic check	102.1	6538.45	No
968	4764	4764	793	9871-ELEYA	Female	0	No	Yes	34	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	Two year	No	Credit card (automatic)	67.65	2339.3	No
969	4587	4587	513	8677-HDZEE	Female	0	No	No	56	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	105.45	5916.95	No
970	3993	3993	403	3067-SVMTC	Female	0	Yes	No	68	Yes	No	DSL	Yes	No	No	Yes	No	No	One year	No	Bank transfer (automatic)	55.9	3848.8	No
971	4938	4938	2709	6128-AQBMT	Male	1	Yes	No	41	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	53.95	2215.4	No
972	3630	3630	1766	8763-KIAFH	Female	0	Yes	Yes	27	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	20.55	583.3	No
973	867	867	3089	5680-LQOGP	Female	0	No	No	68	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	82.45	5646.6	No
974	593	593	102	7123-WQUHX	Male	0	No	No	38	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	No	One year	No	Bank transfer (automatic)	95.0	3605.6	No
975	4901	4901	6676	5274-XHAKY	Female	0	Yes	Yes	41	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	94.3	3893.6	No
976	3145	3145	2924	1428-GTBJJ	Male	0	No	No	11	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	74.55	824.75	Yes
977	5328	5328	6205	7547-EKNFS	Male	0	Yes	No	42	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	95.25	3959.35	Yes
978	2790	2790	4997	4816-JBHOV	Male	1	No	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	44.7	93.7	Yes
979	5373	5373	6571	2188-SXWVT	Female	0	No	No	34	Yes	No	DSL	Yes	Yes	No	No	No	No	One year	No	Mailed check	55.0	1885.15	No
980	3685	3685	5371	0877-SDMBN	Female	0	No	No	54	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	103.95	5639.05	Yes
981	5194	5194	2703	4749-VFKVB	Female	0	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	50.1	50.1	Yes
982	4688	4688	4759	8740-CRYFY	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	78.95	78.95	Yes
983	194	194	1620	6022-KOUQO	Female	0	Yes	Yes	2	No	No phone service	DSL	No	No	No	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	29.05	44.75	No
984	2382	2382	2342	1552-AAGRX	Female	0	No	No	30	Yes	Yes	Fiber optic	Yes	No	No	Yes	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	106.4	3211.9	No
985	5165	5165	924	4824-GUCBY	Female	1	No	No	22	Yes	No	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	No	Electronic check	81.7	1820.9	No
986	1620	1620	4280	9135-HSWOC	Male	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	Yes	Bank transfer (automatic)	19.7	1274.05	No
987	5341	5341	6454	2669-QVCRG	Female	0	No	No	41	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	81.3	3190.65	No
988	5647	5647	4199	4088-YLDSU	Male	0	Yes	No	55	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	104.15	5743.05	Yes
989	3896	3896	1316	9788-YTFGE	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	19.95	147.5	No
990	5787	5787	5592	5063-IUOKK	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	Two year	No	Mailed check	19.75	265.75	No
991	1514	1514	4633	1820-DJFPH	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	Yes	Bank transfer (automatic)	24.05	1709.15	No
992	3448	3448	1246	9408-HRXRK	Female	0	Yes	Yes	45	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.15	4730.9	No
993	878	878	6648	2164-SOQXL	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	20.05	406.05	No
994	5119	5119	5264	9309-BZGNT	Male	1	Yes	No	69	No	No phone service	DSL	No	No	Yes	No	No	No	One year	Yes	Credit card (automatic)	29.8	2134.3	No
995	1922	1922	551	1352-HNSAW	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	115.6	8220.4	No
996	5796	5796	5147	7622-NXQZR	Male	0	No	No	28	No	No phone service	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	30.1	810.85	No
997	189	189	4558	8063-GBATB	Female	1	No	No	27	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	85.25	2287.25	Yes
998	4534	4534	5497	7614-QVWQL	Male	0	Yes	Yes	49	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	51.8	2541.25	Yes
999	2542	2542	6008	4451-RWASJ	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	One year	Yes	Mailed check	19.5	239.75	No
1000	825	825	3105	4429-WYGFR	Male	0	No	No	26	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	49.15	1237.3	No
1001	2883	2883	4421	4636-JGAAI	Male	0	Yes	No	34	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	No	Mailed check	88.85	3000.25	No
1002	2447	2447	6475	5448-VWNAM	Female	0	No	Yes	19	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	Month-to-month	Yes	Mailed check	75.9	1375.6	No
1003	1377	1377	2163	4021-RQSNY	Male	1	Yes	No	29	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	98.5	3004.15	Yes
1004	5494	5494	3124	3889-VWBID	Male	0	Yes	Yes	68	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	82.85	5776.45	No
1005	1712	1712	759	5684-FJVYR	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	No	No	Two year	Yes	Bank transfer (automatic)	90.35	6563.4	No
1006	4773	4773	6236	1932-UEDCX	Male	1	Yes	No	33	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	100.6	3270.25	No
1007	4052	4052	1439	0506-LVNGN	Female	1	No	No	5	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	75.55	349.65	Yes
1008	863	863	6988	1684-FLBGS	Female	0	Yes	Yes	23	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	69.5	1652.1	No
1009	4744	4744	1639	4690-LLKUA	Male	1	No	No	17	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	45.05	770.6	Yes
1010	1607	1607	3049	0268-QKIWO	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	19.75	58.85	Yes
1011	4679	4679	5098	8258-GSTJK	Male	1	No	No	3	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	77.0	237.75	Yes
1012	3124	3124	669	0214-JHPFW	Female	0	Yes	No	70	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	57.8	4039.3	No
1013	5377	5377	3969	2920-RNCEZ	Male	0	Yes	Yes	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	69.95	69.95	No
1014	3341	3341	3489	0975-UYDTX	Female	0	Yes	No	26	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	90.1	2312.55	No
1015	5783	5783	5496	2208-NKVVH	Male	0	Yes	Yes	43	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	24.25	1077.95	No
1016	4712	4712	4662	4018-KJYUY	Male	0	No	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	Credit card (automatic)	20.15	432.5	No
1017	3906	3906	1390	8039-ACLPL	Female	0	Yes	Yes	72	Yes	No	DSL	Yes	Yes	Yes	No	No	Yes	Two year	No	Credit card (automatic)	68.75	4888.2	No
1018	4626	4626	4064	0374-AACSZ	Female	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	No	Electronic check	50.15	50.15	No
1019	2976	2976	694	2682-KEVRP	Female	1	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	Yes	Mailed check	20.05	417	No
1020	1189	1189	6452	9529-OFXHY	Male	0	No	No	15	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	87.75	1242.2	No
1021	3829	3829	4589	1494-EJZDW	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	Two year	No	Mailed check	20.15	220.8	No
1022	3073	3073	1070	6166-ILMNY	Female	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	69.75	144.55	Yes
1023	140	140	426	2806-MLNTI	Male	1	Yes	No	52	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	105.1	5376.4	No
1024	1563	1563	690	8262-COGGB	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	20.45	20.45	No
1025	5515	5515	5919	6625-IUTTT	Male	0	No	No	67	Yes	No	DSL	Yes	No	Yes	No	No	Yes	Two year	No	Bank transfer (automatic)	65.55	4361.55	No
1026	5536	5536	2806	3259-QMXUN	Male	0	Yes	No	58	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Electronic check	86.1	4890.5	No
1027	1737	1737	3003	2640-PMGFL	Male	0	No	Yes	27	Yes	Yes	Fiber optic	No	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	79.5	2180.55	Yes
1028	534	534	3206	6972-SNKKW	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	Mailed check	20.0	109.2	No
1029	5024	5024	523	6825-UYPFK	Female	0	No	No	23	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	75.6	1758.6	Yes
1030	2877	2877	866	0979-MOZQI	Male	0	Yes	No	62	No	No phone service	DSL	No	No	No	Yes	Yes	No	Two year	Yes	Bank transfer (automatic)	39.0	2337.45	No
1031	152	152	6810	7758-XKCBS	Male	0	No	No	15	No	No phone service	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	29.7	438.25	Yes
1032	4292	4292	6674	6258-NGCNG	Male	0	No	No	7	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	23.5	173	No
1033	322	322	6848	5916-QEWPT	Female	0	Yes	No	2	Yes	No	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	No	Credit card (automatic)	69.0	147.8	No
1034	2450	2450	695	2480-JZOSN	Female	0	Yes	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	20.65	20.65	No
1035	276	276	787	2202-OUTMO	Female	0	Yes	No	34	Yes	Yes	DSL	Yes	No	No	Yes	No	No	Month-to-month	Yes	Bank transfer (automatic)	60.85	2003.6	No
1036	4994	4994	525	0750-EBAIU	Male	0	No	No	52	Yes	No	Fiber optic	Yes	No	Yes	No	Yes	No	One year	No	Electronic check	91.25	4738.3	No
1037	3262	3262	1449	6806-YDEUL	Female	1	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	Bank transfer (automatic)	19.5	106.8	No
1038	584	584	881	3523-BRGUW	Male	1	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)	19.3	504.2	No
1039	4188	4188	686	5313-FPXWG	Male	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	One year	Yes	Bank transfer (automatic)	24.6	1266.4	No
1040	3647	3647	2102	2911-WDXMV	Male	0	No	Yes	18	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	80.55	1406.65	No
1041	2793	2793	5377	8313-KTIHG	Male	0	No	No	4	Yes	No	DSL	No	No	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	61.3	249.4	No
1042	992	992	1224	3165-HDOEW	Male	0	Yes	Yes	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	45.85	45.85	Yes
1043	5833	5833	2690	2397-BRLOM	Male	1	Yes	Yes	8	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	80.45	583.45	Yes
1044	1989	1989	5041	4092-OFQZS	Male	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	No	Mailed check	20.65	417.5	No
1045	4050	4050	715	5575-TPIZQ	Male	0	No	No	46	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	89.15	4245.55	No
1046	1826	1826	4102	1919-RTPQD	Male	0	Yes	Yes	7	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	44.75	333.65	No
1047	5938	5938	1528	8096-LOIST	Female	0	No	No	19	Yes	No	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	56.2	1093.4	No
1048	1556	1556	1717	0404-AHASP	Male	0	Yes	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	No	Credit card (automatic)	19.7	1421.9	No
1049	4869	4869	1342	2017-CCBLH	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	20.0	141.6	No
1050	4523	4523	2953	2249-YPRNG	Female	0	Yes	Yes	20	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	105.85	2239.65	Yes
1051	780	780	7006	0093-XWZFY	Male	0	No	No	40	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	104.5	4036.85	Yes
1052	3817	3817	1624	2929-QNSRW	Female	0	Yes	No	56	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	One year	Yes	Electronic check	98.25	5508.35	Yes
1053	265	265	6081	8757-TFHHJ	Male	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	49.8	49.8	No
1054	1568	1568	4525	6578-KRMAW	Male	0	No	No	32	Yes	No	Fiber optic	Yes	Yes	Yes	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	93.4	2979.3	No
1055	402	402	6202	8559-CIZFV	Male	0	Yes	Yes	21	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	One year	No	Mailed check	77.5	1625	Yes
1056	3900	3900	1939	8267-KFGYD	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	21.05	21.05	No
1057	4312	4312	2737	5074-FBGHB	Male	0	No	No	64	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	104.65	6889.8	No
1058	3534	3534	6843	9940-HPQPG	Female	0	Yes	No	9	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	No	Bank transfer (automatic)	91.75	865.8	Yes
1059	1303	1303	5679	5229-PRWKT	Male	0	No	No	8	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	86.55	649.65	Yes
1060	716	716	6270	0625-AFOHS	Female	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	Two year	No	Mailed check	20.2	558.8	No
1061	5172	5172	3775	1866-RZZQS	Male	1	No	No	41	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	98.4	4187.75	Yes
1062	2955	2955	3755	8443-ZRDBZ	Male	0	No	No	4	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	76.05	318.9	Yes
1063	3432	3432	4606	1734-ZMNTZ	Female	0	Yes	Yes	11	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	300.7	No
1064	1859	1859	3121	8679-JOEVF	Female	1	No	No	16	Yes	No	DSL	No	No	No	Yes	Yes	No	Month-to-month	No	Electronic check	59.4	1023.9	Yes
1065	898	898	3607	9987-LUTYD	Female	0	No	No	13	Yes	No	DSL	Yes	No	No	Yes	No	No	One year	No	Mailed check	55.15	742.9	No
1066	2030	2030	5252	2615-YVMYX	Male	1	Yes	No	71	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	107.5	7713.55	No
1067	794	794	947	9904-EHEVJ	Female	1	Yes	Yes	32	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Mailed check	91.35	2896.55	No
1068	4985	4985	5126	4188-FRABG	Male	0	Yes	No	57	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Electronic check	103.05	5925.75	No
1069	1515	1515	802	8859-AXJZP	Male	0	Yes	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	Yes	Mailed check	23.8	903.8	No
1070	3586	3586	4259	1087-UDSIH	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	Yes	Mailed check	19.6	59.75	Yes
1071	1460	1460	3792	6712-OAWRH	Female	1	No	No	26	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	91.25	2351.8	Yes
1072	575	575	662	3030-ZKIWL	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	20.05	20.05	No
1073	5598	5598	225	6778-JFCMK	Male	0	No	No	24	No	No phone service	DSL	Yes	No	No	No	Yes	Yes	One year	Yes	Mailed check	50.6	1288.75	No
1074	4	4	432	2181-UAESM	Male	0	No	No	2	Yes	No	DSL	Yes	No	Yes	No	No	No	Month-to-month	No	Electronic check	53.45	119.5	No
1075	1710	1710	6472	1150-FTQGN	Female	0	Yes	Yes	60	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	One year	No	Bank transfer (automatic)	94.15	5811.8	No
1076	3033	3033	5695	1813-JYWTO	Female	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Two year	No	Bank transfer (automatic)	80.45	5737.6	No
1077	3180	3180	1727	5136-RGMZO	Male	0	No	No	31	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	71.05	2168.15	No
1078	2243	2243	3915	3115-JPJDD	Female	0	Yes	No	59	Yes	No	Fiber optic	Yes	No	Yes	No	No	No	One year	Yes	Credit card (automatic)	81.25	4639.45	No
1079	4455	4455	1341	9269-CQOOL	Male	0	No	Yes	3	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	54.7	169.45	Yes
1080	3518	3518	6982	8468-FZTOE	Female	0	Yes	Yes	72	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	Yes	Electronic check	74.35	5237.4	No
1081	2754	2754	5998	0442-TDYUO	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	Yes	Mailed check	20.05	1036	No
1082	2262	2262	1746	3963-RYFNS	Female	0	No	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	116.45	8013.55	No
1083	4725	4725	5526	6546-OPBBH	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	One year	Yes	Mailed check	23.95	1216.35	No
1084	5669	5669	6397	7994-XIRTR	Male	1	No	No	54	Yes	No	DSL	No	No	Yes	Yes	No	Yes	One year	No	Bank transfer (automatic)	65.25	3529.95	No
1085	352	352	2142	4223-BKEOR	Female	0	No	Yes	21	Yes	No	DSL	Yes	No	Yes	No	No	Yes	One year	No	Mailed check	64.85	1336.8	No
1086	3498	3498	4200	8316-BBQAY	Female	0	No	No	65	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	59.95	3921.1	No
1087	2894	2894	6567	6215-NQCPY	Male	0	No	No	15	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.7	1566.75	No
1088	3978	3978	4390	0377-JBKKT	Male	0	Yes	Yes	22	Yes	No	DSL	Yes	Yes	No	Yes	No	No	Month-to-month	Yes	Mailed check	57.95	1271.8	No
1089	2841	2841	816	6275-YDUVO	Female	0	No	No	2	Yes	No	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Mailed check	86.2	178.7	Yes
1090	2364	2364	4309	2582-FFFZR	Female	0	No	No	22	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	50.6	1073.3	No
1091	5720	5720	2327	0869-PAPRP	Female	1	Yes	No	26	Yes	No	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	85.7	2067	No
1092	546	546	808	4289-DTDKW	Male	0	Yes	No	40	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	101.3	4113.1	Yes
1093	2882	2882	3520	6036-TTFYU	Female	0	Yes	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	19.6	314.45	No
1094	3207	3207	6075	5081-NWSUP	Female	0	No	No	10	Yes	No	DSL	No	Yes	No	Yes	No	Yes	One year	No	Mailed check	64.9	685.55	No
1095	1029	1029	724	5244-IRFIH	Male	1	Yes	No	33	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.5	3105.55	Yes
1096	2211	2211	2535	2000-DHJUY	Female	1	Yes	No	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	92.2	6474.45	No
1097	2585	2585	4870	5825-XJOCM	Male	0	No	Yes	48	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	One year	Yes	Bank transfer (automatic)	64.4	3035.35	No
1098	4303	4303	3160	2253-KPMNB	Female	0	Yes	Yes	69	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	Two year	No	Bank transfer (automatic)	46.25	3121.4	No
1099	1706	1706	568	0939-YAPAF	Female	0	No	No	35	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.25	3527.6	Yes
1100	4641	4641	3057	7319-ZNRTR	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	19.6	411.15	No
1101	1170	1170	829	5337-IIWKZ	Male	0	Yes	Yes	34	No	No phone service	DSL	No	No	Yes	Yes	Yes	No	Month-to-month	Yes	Electronic check	44.85	1442.6	No
1102	3479	3479	3926	7950-XWOVN	Male	0	No	No	11	No	No phone service	DSL	No	Yes	Yes	No	No	No	Month-to-month	No	Mailed check	34.7	383.55	No
1103	2619	2619	3682	3716-BDVDB	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.1	69.1	Yes
1104	3021	3021	5796	8571-ZCMCX	Female	0	Yes	Yes	47	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Credit card (automatic)	60.0	2768.65	No
1105	2618	2618	5176	0128-MKWSG	Female	0	No	Yes	26	No	No phone service	DSL	Yes	No	No	Yes	No	Yes	Month-to-month	No	Mailed check	45.8	1147	No
1106	1185	1185	1117	6900-RBKER	Male	0	No	No	52	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Two year	Yes	Credit card (automatic)	89.45	4577.75	No
1107	4255	4255	4311	2187-LZGPL	Female	0	No	No	7	No	No phone service	DSL	No	Yes	No	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	40.1	293.3	Yes
1108	2569	2569	835	4250-WAROZ	Male	1	Yes	Yes	60	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	93.25	5774.55	No
1109	5154	5154	2871	7508-MYBOG	Male	0	Yes	No	14	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	86.1	1235.55	Yes
1110	4671	4671	5203	0734-OXWBT	Male	0	No	Yes	3	Yes	No	DSL	No	No	No	Yes	Yes	Yes	Month-to-month	No	Mailed check	70.7	225.65	No
1111	5589	5589	4642	5458-CQJTA	Male	0	Yes	Yes	65	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	74.8	4820.15	Yes
1112	933	933	4050	2675-DHUTR	Male	1	Yes	No	58	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	98.9	5780.7	No
1113	1160	1160	3383	8185-UPYBR	Male	0	Yes	No	6	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.5	438	Yes
1114	1327	1327	6012	5685-IIXLY	Female	0	Yes	Yes	5	Yes	No	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	83.6	404.2	Yes
1115	3741	3741	1408	5678-VFNEQ	Female	0	Yes	No	71	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	104.1	7412.25	No
1116	5396	5396	6522	7233-IOQNP	Female	0	Yes	No	43	No	No phone service	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	34.0	1505.35	No
1117	2782	2782	4368	1704-NRWYE	Female	1	No	No	9	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	80.85	751.65	Yes
1118	3225	3225	2297	3870-MQAMG	Female	0	Yes	No	54	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	No	Electronic check	110.35	5893.15	Yes
1119	1121	1121	2375	0013-SMEOE	Female	1	Yes	No	71	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	109.7	7904.25	No
1120	3111	3111	6425	9746-YKGXB	Male	0	Yes	Yes	52	No	No phone service	DSL	Yes	No	Yes	No	No	Yes	One year	No	Bank transfer (automatic)	44.25	2276.1	No
1121	4805	4805	1970	5445-UTODQ	Female	0	Yes	No	7	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	81.1	576.65	Yes
1122	5267	5267	1388	9089-UOWJG	Female	0	Yes	Yes	12	Yes	No	DSL	No	No	Yes	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	58.35	740.55	No
1123	96	96	1315	5158-RIVOP	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	Two year	No	Credit card (automatic)	20.9	202.3	No
1124	4153	4153	6429	6332-FBZRI	Male	0	Yes	Yes	67	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	One year	Yes	Credit card (automatic)	69.35	4653.25	No
1125	3426	3426	6841	8217-QYOHV	Male	0	No	No	5	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	55.75	266.95	No
1126	5219	5219	6583	9617-UDPEU	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	Yes	Mailed check	19.25	412.55	No
1127	4010	4010	1989	9885-MFVSU	Female	0	Yes	Yes	35	No	No phone service	DSL	Yes	No	No	Yes	Yes	No	Two year	Yes	Credit card (automatic)	46.35	1662.05	No
1128	5462	5462	1081	1751-NCDLI	Male	1	Yes	No	46	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	98.85	4564.9	No
1129	939	939	2944	5311-IHLEI	Male	0	No	No	12	No	No phone service	DSL	Yes	Yes	No	Yes	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	50.95	605.75	No
1130	4300	4300	1933	1964-SVLEA	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	One year	Yes	Mailed check	19.7	415.9	No
1131	333	333	6226	2097-YVPKN	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	No	Mailed check	25.75	1654.75	No
1132	4772	4772	5831	9846-GKXAS	Female	0	No	No	9	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	90.8	809.75	Yes
1133	690	690	2907	0611-DFXKO	Male	0	Yes	No	20	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Mailed check	89.0	1820.45	Yes
1134	2339	2339	6264	2578-JQPHZ	Male	0	No	No	44	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	100.1	4378.35	No
1135	854	854	2647	4986-MXSFP	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	20.0	40.9	No
1136	4041	4041	458	4237-CLSMM	Male	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	Mailed check	20.0	38	No
1137	4801	4801	1202	3927-NLNRY	Male	0	Yes	No	53	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	94.25	4867.95	Yes
1138	613	613	5110	8541-QVFKM	Female	0	No	No	8	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	73.5	632.2	No
1139	2565	2565	6570	9626-WEQRM	Female	0	No	No	4	No	No phone service	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Mailed check	29.15	110.05	No
1140	2616	2616	123	6497-TILVL	Female	0	Yes	Yes	7	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	50.7	350.35	No
1141	2663	2663	6456	9174-IHETN	Female	0	No	Yes	50	Yes	No	Fiber optic	No	No	No	No	No	No	Two year	No	Credit card (automatic)	70.35	3533.6	No
1142	3029	3029	3784	4958-XCBDQ	Male	1	No	No	35	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	101.4	3496.3	Yes
1143	480	480	5036	1268-ASBGA	Female	1	Yes	No	16	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	85.35	1375.15	Yes
1144	621	621	3248	7779-LGOVN	Male	1	Yes	No	10	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	86.65	856.65	Yes
1145	2624	2624	910	1907-UBQFC	Male	1	No	No	10	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	72.85	688.65	Yes
1146	3502	3502	3493	5968-VXZLG	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	46.6	87.9	No
1147	446	446	5719	1089-XZWHH	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	Mailed check	19.7	494.05	No
1148	3414	3414	3697	4821-SJHJV	Female	0	Yes	Yes	32	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	No	Month-to-month	No	Electronic check	89.6	2901.8	No
1149	3554	3554	456	5149-CUZUJ	Male	0	Yes	Yes	28	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	No	One year	No	Bank transfer (automatic)	92.9	2768.35	No
1150	2921	2921	4508	3530-VWVGU	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	Mailed check	19.9	400.3	No
1151	4230	4230	2403	0310-SUCIN	Female	0	Yes	No	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	84.8	6046.1	No
1152	3174	3174	6300	3967-VQOGC	Female	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	Yes	Mailed check	24.9	1680.25	No
1153	4266	4266	6317	7493-TPUWZ	Male	0	No	No	1	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	79.15	79.15	Yes
1154	1414	1414	2707	7938-OUHIO	Male	0	No	No	3	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	98.7	293.65	Yes
1155	2664	2664	1502	5724-BIDBU	Male	0	Yes	No	49	Yes	Yes	DSL	Yes	No	No	No	No	No	One year	Yes	Electronic check	55.35	2633.95	No
1156	3616	3616	1725	5935-FCCNB	Female	1	No	No	17	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.2	1608.15	No
1157	3701	3701	1343	7690-KPNCU	Male	0	Yes	Yes	64	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	73.05	4688.65	No
1158	4341	4341	5741	5883-GTGVD	Male	0	No	No	19	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.95	1931.75	Yes
1159	549	549	3824	6402-EJMWF	Male	0	No	No	4	Yes	No	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Mailed check	55.3	238.5	No
1160	1332	1332	5514	0623-GDISB	Female	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	48.45	48.45	No
1161	1455	1455	5361	2495-TTHBQ	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	One year	Yes	Mailed check	20.4	84.75	No
1162	4927	4927	2870	1400-WIVLL	Male	0	Yes	No	57	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Two year	No	Electronic check	107.95	5969.85	No
1163	2657	2657	4974	4430-UZIPO	Male	0	No	No	3	No	No phone service	DSL	No	Yes	No	Yes	No	No	Month-to-month	Yes	Mailed check	36.85	108.7	Yes
1164	2875	2875	4105	5055-BRMNE	Female	0	Yes	Yes	67	Yes	Yes	Fiber optic	Yes	No	No	Yes	Yes	Yes	Two year	No	Credit card (automatic)	106.7	7009.5	No
1165	2615	2615	3106	2817-LVCPP	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	Two year	No	Credit card (automatic)	19.4	1023.95	No
1166	5601	5601	5895	8033-ATFAS	Female	0	Yes	Yes	39	Yes	No	DSL	No	No	Yes	No	Yes	No	Month-to-month	Yes	Mailed check	59.85	2341.5	No
1167	4094	4094	3566	9677-AVKED	Female	0	No	Yes	53	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	84.6	4449.75	No
1168	3750	3750	3179	3721-WKIIL	Female	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	Yes	Mailed check	19.6	561.15	No
1169	5802	5802	2729	1143-NMNQJ	Female	0	No	No	2	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	85.7	169.8	Yes
1170	2407	2407	3816	4304-XUMGI	Male	1	Yes	Yes	50	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	Two year	Yes	Bank transfer (automatic)	75.15	3822.45	No
1171	5640	5640	2200	6296-DDOOR	Female	0	No	No	19	Yes	No	DSL	No	Yes	No	No	Yes	No	One year	No	Electronic check	58.2	1045.25	No
1172	2892	2892	1936	2239-CGBUZ	Female	0	Yes	No	51	Yes	No	DSL	Yes	Yes	No	Yes	No	No	One year	Yes	Bank transfer (automatic)	60.5	3145.15	No
1173	2849	2849	4707	0961-ZWLVI	Male	0	No	Yes	49	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	109.2	5290.45	No
1174	3656	3656	6238	5188-HGMLP	Male	1	Yes	No	54	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	74.0	3919.15	No
1175	2743	2743	386	0533-BNWKF	Female	1	Yes	No	55	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	85.45	4874.7	Yes
1176	298	298	6542	3315-TOTBP	Male	0	No	No	15	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	76.0	1130.85	Yes
1177	2285	2285	6596	0083-PIVIK	Male	0	No	No	64	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	One year	No	Electronic check	81.25	5567.55	No
1178	2204	2204	1548	5522-NYKPB	Male	0	Yes	Yes	25	Yes	No	Fiber optic	No	No	No	Yes	Yes	No	Month-to-month	No	Electronic check	85.9	2199.05	No
1179	2087	2087	3499	0426-TIRNE	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
1180	728	728	1758	5848-FHRFC	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	Bank transfer (automatic)	20.05	1386.9	No
1181	1744	1744	594	9244-ZVAPM	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	45.6	45.6	No
1182	4204	4204	2084	1084-UQCHV	Male	0	No	Yes	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	69.75	69.75	Yes
1183	4401	4401	4459	3178-FESZO	Female	0	No	No	1	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	100.25	100.25	Yes
1184	1958	1958	1105	7363-QTBIW	Female	0	Yes	No	9	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	79.75	769.1	No
1185	4085	4085	213	4709-LKHYG	Female	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	One year	No	Electronic check	20.0	540.05	No
1186	3197	3197	6398	3259-FDWOY	Male	0	Yes	Yes	71	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	106.0	7723.7	Yes
1187	2229	2229	2005	9139-WQQDY	Female	0	Yes	Yes	49	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	One year	No	Mailed check	100.45	4941.8	Yes
1188	36	36	4257	9732-EQMWY	Female	0	Yes	No	49	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	No	Electronic check	99.4	5025	No
1189	806	806	3614	8039-EQPIM	Male	0	Yes	No	69	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	60.25	4055.5	No
1190	3403	3403	5223	1241-EZFMJ	Male	0	Yes	No	61	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)	25.45	1538.6	No
1191	4273	4273	3020	5199-FPUSP	Male	0	No	Yes	33	No	No phone service	DSL	Yes	No	No	Yes	No	No	One year	No	Credit card (automatic)	34.05	1113.95	No
1192	1336	1336	1288	2616-FLVQC	Male	0	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	No	Mailed check	19.55	1240.15	No
1193	1933	1933	6635	5474-LAMUQ	Male	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	20.1	533.9	No
1194	4571	4571	6368	2720-WGKHP	Male	1	No	No	2	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.0	181.7	Yes
1195	31	31	6602	4657-FWVFY	Female	0	Yes	Yes	40	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	96.35	3915.4	No
1196	2523	2523	6127	6198-PNNSZ	Female	0	Yes	No	56	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	No	Bank transfer (automatic)	109.8	6109.65	No
1197	2340	2340	3764	6674-KVJHG	Female	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	One year	No	Electronic check	25.2	245.15	No
1198	3082	3082	4518	8808-ELEHO	Male	1	No	No	8	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	81.25	585.95	Yes
1199	3473	3473	4182	4902-OHLSK	Female	1	No	No	29	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	No	Electronic check	98.65	2862.75	Yes