EXTREMUM_web/dataset.csv

1	No	customerID	gender	SeniorCitizen	Partner	Dependents	tenure	PhoneService	MultipleLines	InternetService	OnlineSecurity	OnlineBackup	DeviceProtection	TechSupport	StreamingTV	StreamingMovies	Contract	PaperlessBilling	PaymentMethod	MonthlyCharges	TotalCharges	Churn
2	1869	7010-BRBUU	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)	24.1	1734.65	No
3	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
4	6344	9286-DOJGF	Female	1	Yes	No	38	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	74.95	2869.85	Yes
5	6739	6994-KERXL	Male	0	No	No	4	Yes	No	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	55.9	238.5	No
6	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
7	2215	4312-GVYNH	Female	0	Yes	No	70	No	No phone service	DSL	Yes	No	Yes	Yes	No	Yes	Two year	Yes	Bank transfer (automatic)	49.85	3370.2	No
8	5260	2495-KZNFB	Female	0	No	No	33	Yes	Yes	Fiber optic	Yes	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	90.65	2989.6	No
9	6001	4367-NHWMM	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	24.9	24.9	No
10	1480	8898-KASCD	Male	0	No	No	39	No	No phone service	DSL	No	No	Yes	Yes	No	No	One year	No	Mailed check	35.55	1309.15	No
11	5137	8016-NCFVO	Male	1	No	No	55	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	116.5	6382.55	No
12	3169	4578-PHJYZ	Male	0	Yes	Yes	52	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	One year	Yes	Electronic check	68.75	3482.85	No
13	4653	2091-MJTFX	Female	0	Yes	Yes	30	No	No phone service	DSL	No	No	No	Yes	Yes	Yes	Month-to-month	No	Credit card (automatic)	51.2	1561.5	Yes
14	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	6017.9	No
15	1760	2511-MORQY	Male	0	Yes	Yes	50	Yes	Yes	DSL	No	No	Yes	No	No	No	One year	No	Bank transfer (automatic)	54.9	2614.1	No
16	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
17	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
18	3132	2468-SJFLM	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	74.3	74.3	No
19	6765	5115-SQAAU	Female	0	Yes	Yes	69	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	25.6	1673.4	No
20	6508	8708-XPXHZ	Female	0	Yes	Yes	42	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.2	4186.3	Yes
21	5636	0601-WZHJF	Male	0	Yes	No	14	No	No phone service	DSL	No	No	No	No	Yes	Yes	Month-to-month	No	Electronic check	46.35	667.7	Yes
22	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
23	3393	4683-WYDOU	Male	0	Yes	No	62	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	107.6	6912.7	No
24	4201	1166-PQLGG	Female	0	Yes	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.55	1463.45	No
25	3550	0963-ZBDRN	Male	0	No	No	32	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	96.2	3183.4	Yes
26	5782	4871-JTKJF	Female	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
27	5419	7173-TETGO	Female	1	Yes	No	72	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Two year	No	Bank transfer (automatic)	78.5	5602.25	No
28	1891	4193-ORFCL	Female	1	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	45.1	45.1	Yes
29	4275	2692-PFYTJ	Female	0	No	No	1	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	25.75	25.75	No
30	4738	2369-UAPKZ	Male	0	No	No	5	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	No	Mailed check	104.1	541.9	Yes
31	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
32	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
33	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
34	6123	0623-EJQEG	Male	0	No	No	65	Yes	Yes	Fiber optic	Yes	No	No	Yes	No	Yes	One year	No	Electronic check	93.55	6069.25	No
35	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
36	4879	4501-UYKBC	Female	1	No	No	46	Yes	Yes	DSL	No	No	Yes	Yes	No	Yes	One year	Yes	Credit card (automatic)	69.1	3255.35	No
37	1703	8158-WPEZG	Male	0	No	No	11	No	No phone service	DSL	No	Yes	No	Yes	No	No	Month-to-month	Yes	Electronic check	35.65	425.1	No
38	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
39	3870	1099-BTKWT	Female	0	Yes	No	68	No	No phone service	DSL	Yes	No	Yes	No	Yes	Yes	One year	Yes	Electronic check	54.4	3723.65	No
40	5038	4815-TUMEQ	Female	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	19.3	185.2	No
41	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
42	4776	0018-NYROU	Female	0	Yes	No	5	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	68.95	351.5	No
43	4122	4632-XJMEX	Male	0	No	Yes	53	Yes	No	DSL	Yes	Yes	No	Yes	No	No	One year	No	Credit card (automatic)	62.85	3419.5	No
44	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
45	3479	8229-TNIQA	Female	0	No	No	4	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	45.3	196.95	Yes
46	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
47	254	3675-YDUPJ	Male	0	No	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.85	193.05	No
48	3016	4484-CGXFK	Female	0	No	No	3	Yes	No	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	55.3	196.15	Yes
49	221	4443-EMBNA	Female	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.75	1836.9	No
50	3794	4280-DLSHD	Male	0	Yes	No	8	Yes	No	DSL	No	Yes	Yes	No	No	No	Month-to-month	Yes	Mailed check	54.75	445.85	No
51	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	94	Yes
52	4291	2789-CZANW	Female	0	Yes	Yes	64	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	110.3	6997.3	No
53	5807	8464-EETCQ	Male	0	No	No	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	18.8	1094.35	No
54	2208	7216-EWTRS	Female	1	Yes	No	1	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.8	100.8	Yes
55	1195	4468-KAZHE	Female	1	Yes	No	20	Yes	No	DSL	No	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	60	1259.35	No
56	1782	8623-ULFNQ	Female	1	No	No	26	Yes	Yes	DSL	No	No	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	66.05	1652.4	No
57	6552	9317-WZPGV	Female	1	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	79.75	159.4	Yes
58	1320	8947-YRTDV	Male	0	Yes	Yes	32	Yes	No	Fiber optic	Yes	Yes	Yes	No	No	Yes	One year	No	Mailed check	94.8	3131.55	No
59	3765	1814-DKOLC	Female	0	No	No	5	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	25.45	134.75	No
60	6799	8071-SBTRN	Female	0	No	No	70	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Mailed check	111.15	7737.55	No
61	2488	4701-MLJPN	Male	0	No	No	31	Yes	No	DSL	No	No	Yes	Yes	No	No	Month-to-month	Yes	Electronic check	55.25	1715.65	Yes
62	1578	1205-WNWPJ	Female	0	No	No	7	Yes	No	DSL	No	No	No	Yes	Yes	No	Month-to-month	Yes	Mailed check	59.5	415.95	Yes
63	376	6158-HDPXZ	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	25.35	25.35	No
64	755	6683-VLCTZ	Male	1	No	No	20	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	98.55	1842.8	Yes
65	291	3727-OWVYD	Male	0	No	No	35	Yes	No	DSL	Yes	Yes	Yes	No	No	No	One year	No	Mailed check	61.2	2021.2	No
66	5910	0856-NAOES	Male	0	No	No	6	Yes	No	DSL	No	No	Yes	No	Yes	No	Month-to-month	No	Mailed check	60.9	414.1	No
67	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
68	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
69	4382	2277-VWCNI	Female	1	No	No	4	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	48.75	179.85	No
70	1419	3498-LZGQZ	Male	0	Yes	Yes	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	19.15	1177.05	No
71	2476	9135-MGVPY	Male	0	Yes	No	69	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Mailed check	84.7	5878.9	No
72	3945	3815-SLMEF	Female	0	No	No	3	No	No phone service	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Mailed check	34.25	139.35	Yes
73	501	4513-CXYIX	Female	1	Yes	No	71	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Two year	Yes	Credit card (automatic)	80.7	5676	No
74	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
75	5327	1270-XKUCC	Female	0	Yes	Yes	30	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.7	599.25	No
76	6983	6633-SYEUS	Female	0	No	No	23	Yes	No	Fiber optic	No	Yes	Yes	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	83.2	2032.3	No
77	5267	8075-GXIUB	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	One year	No	Credit card (automatic)	19.85	183.15	No
78	4119	6016-NXBNJ	Male	0	No	No	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	19.15	638	No
79	6517	9332-GYWLO	Female	0	Yes	Yes	6	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	54.85	355.1	No
80	672	3276-HDUEG	Female	0	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	75.05	75.05	Yes
81	3984	5884-FBCTL	Female	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	25.1	1857.85	No
82	1374	8999-YPYBV	Male	0	Yes	Yes	45	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Mailed check	84.35	3858.05	No
83	5975	1522-VVDMG	Male	0	Yes	Yes	7	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	89.75	608.8	Yes
84	6367	0848-SOMKO	Male	0	No	No	70	No	No phone service	DSL	Yes	No	Yes	Yes	No	Yes	Two year	No	Bank transfer (automatic)	48.4	3442.8	No
85	2178	1657-DYMBM	Male	0	Yes	No	53	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.9	1110.05	No
86	5516	6923-EFPNL	Male	0	No	No	4	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	51.75	201.1	Yes
87	4270	2167-FQSTQ	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	92.4	6786.1	No
88	216	9286-BHDQG	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	Two year	No	Credit card (automatic)	45.25	3139.8	No
89	3954	7225-CBZPL	Male	1	Yes	No	17	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.8	1563.9	No
90	421	5605-IYGFG	Female	0	No	No	7	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	69.85	515.45	No
91	5099	6861-OKBCE	Female	0	No	Yes	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	20.1	221.35	Yes
92	4664	7571-YXDAD	Female	0	No	No	2	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	74.9	147.15	Yes
93	5028	0254-FNMCI	Female	0	No	No	72	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	109.9	7624.2	No
94	506	8981-FJGLA	Male	0	No	Yes	11	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	78	851.8	No
95	3467	8414-MYSHR	Male	1	No	No	5	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	91.4	449.75	Yes
96	6809	9274-CNFMO	Male	1	Yes	No	4	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	74.95	308.7	Yes
97	1544	3794-NFNCH	Male	0	Yes	No	30	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	50	1474.9	No
98	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
99	4537	1100-DDVRV	Male	0	Yes	No	17	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Mailed check	49.8	836.35	No
100	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
101	3043	3677-IYRBF	Female	1	No	No	2	No	No phone service	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	30.4	78.65	Yes
102	2799	7009-PCARS	Male	0	No	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	Bank transfer (automatic)	19.1	1001.5	No
103	2641	8250-ZNGGW	Female	1	No	No	5	Yes	No	DSL	Yes	Yes	No	Yes	No	No	Month-to-month	No	Credit card (automatic)	59.9	287.85	No
104	4498	0967-BMLBD	Female	0	Yes	Yes	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	20	196.35	No
105	3551	7594-RQHXR	Female	0	No	Yes	1	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	79.6	79.6	Yes
106	347	8966-SNIZF	Female	0	Yes	No	70	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.45	1303.5	No
107	6529	7235-NXZCP	Male	1	No	No	2	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	74.85	156.4	Yes
108	333	0122-OAHPZ	Female	0	No	No	7	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	73.85	511.25	Yes
109	6830	7815-PDTHL	Male	0	No	No	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	20.2	684.4	No
110	6056	8331-ZXFOE	Female	0	No	No	58	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	One year	Yes	Credit card (automatic)	71.1	4299.2	No
111	6154	8901-UPRHR	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	109.2	7711.45	No
112	5422	3563-SVYLG	Male	0	Yes	Yes	68	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	Two year	No	Credit card (automatic)	62.65	4375.8	No
113	6592	3205-MXZRA	Male	0	No	No	26	Yes	No	DSL	No	No	No	Yes	Yes	No	One year	No	Credit card (automatic)	59.45	1507	No
114	6955	5392-AKEMH	Female	0	No	No	12	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	45.05	523.1	No
115	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
116	746	6919-ELBGL	Male	1	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	114.95	8196.4	No
117	6910	0530-IJVDB	Male	0	No	Yes	70	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	114.6	7882.5	No
118	1670	5047-LHVLY	Male	1	No	Yes	1	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	50.15	50.15	Yes
119	6618	8404-FYDIB	Male	0	No	No	26	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	86.65	2208.75	No
120	4059	3415-TAILE	Female	0	Yes	Yes	2	Yes	No	DSL	No	No	No	No	Yes	Yes	Month-to-month	No	Mailed check	65.7	134.35	Yes
121	4271	2819-GWENI	Female	0	Yes	Yes	28	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.9	543	No
122	2473	6164-HXUGH	Female	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.85	119.3	No
123	4048	6762-QVYJO	Female	0	Yes	Yes	58	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Mailed check	59.75	3624.35	No
124	259	5046-NUHWD	Female	1	Yes	No	29	No	No phone service	DSL	Yes	No	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	45	1228.65	No
125	1741	0106-GHRQR	Male	0	No	No	16	Yes	Yes	DSL	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	71.4	1212.1	No
126	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	4388.4	Yes
127	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
128	4586	7569-NMZYQ	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	118.75	8672.45	No
129	1860	3279-DYZQM	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	19.45	1378.45	No
130	599	0374-FIUCA	Male	0	Yes	No	65	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	20.4	1414.45	No
131	45	3714-NTNFO	Female	0	No	No	49	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	84.5	3906.7	No
132	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
133	6277	4195-SMMNX	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	20.35	33.2	Yes
134	5022	2599-CIPQE	Male	0	Yes	Yes	71	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	109.3	7782.85	No
135	6919	5136-GFPMB	Male	0	No	No	54	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	No	Credit card (automatic)	89.4	4869.5	No
136	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
137	1221	3055-MJDSB	Male	0	No	No	9	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	24.6	190.1	No
138	2458	7516-GMHUV	Male	1	Yes	No	50	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Two year	Yes	Credit card (automatic)	105.05	5163.3	No
139	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
140	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
141	3886	3786-WOVKF	Female	1	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	106.85	7677.4	No
142	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
143	1569	0799-DDIHE	Female	0	Yes	Yes	15	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	46.3	639.45	No
144	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
145	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
146	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
147	3574	4634-JLRJT	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	20.35	20.35	No
148	438	5886-VLQVU	Male	0	Yes	No	35	Yes	Yes	Fiber optic	No	No	No	Yes	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	89.85	3161.2	No
149	3666	3194-ORPIK	Female	0	Yes	Yes	50	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	84.4	4116.15	Yes
150	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
151	1805	7860-KSUGX	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	Two year	No	Credit card (automatic)	64.45	4720	No
152	6901	2925-MXLSX	Female	0	No	No	30	Yes	Yes	DSL	No	Yes	Yes	No	Yes	No	One year	Yes	Credit card (automatic)	68.95	2038.7	No
153	3621	2933-FILNV	Female	0	Yes	Yes	2	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	24.4	36.55	Yes
154	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
155	5266	2027-DNKIV	Male	0	Yes	Yes	37	Yes	No	DSL	Yes	No	Yes	Yes	No	No	One year	Yes	Mailed check	58.75	2203.1	No
156	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
157	4761	8224-KDLKN	Male	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	25	1738.9	No
158	5420	7929-SKFGK	Male	0	Yes	No	70	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	114.3	8244.3	No
159	1049	8329-IBCTI	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.65	19.65	Yes
160	626	5016-IBERQ	Male	0	Yes	No	23	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	No	Electronic check	84.25	1968.1	No
161	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
162	210	7841-TZDMQ	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	46	84.5	Yes
163	3126	9754-CLVZW	Female	0	Yes	Yes	26	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	Month-to-month	No	Credit card (automatic)	38.85	1025.15	No
164	6000	9503-XJUME	Male	0	No	Yes	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.65	928.4	No
165	2226	3298-QEICA	Female	0	Yes	Yes	23	No	No phone service	DSL	Yes	No	No	Yes	No	No	Two year	No	Mailed check	34.6	813.45	No
166	51	9420-LOJKX	Female	0	No	No	15	Yes	No	Fiber optic	Yes	Yes	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	99.1	1426.4	Yes
167	1109	3391-JSQEW	Male	0	Yes	No	40	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	50.15	2058.5	No
168	1617	4939-KYYPY	Male	0	No	No	27	Yes	Yes	DSL	No	No	Yes	Yes	No	No	Month-to-month	No	Electronic check	59.45	1611.65	No
169	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
170	4222	6480-YAGIY	Male	0	No	No	45	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	No	Credit card (automatic)	112.2	5031.85	No
171	1543	0330-IVZHA	Female	0	Yes	No	5	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	69.95	330.15	Yes
172	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
173	6177	1260-TTRXI	Male	0	No	No	4	Yes	No	DSL	No	No	No	No	No	Yes	Month-to-month	No	Electronic check	54.3	195.3	Yes
174	5981	8577-QSOCG	Female	0	Yes	Yes	38	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	20.2	746.05	No
175	2284	8963-JLGJT	Male	0	No	Yes	3	Yes	No	DSL	Yes	No	Yes	No	No	No	Month-to-month	No	Mailed check	55.9	157.55	No
176	6431	3266-FTKHB	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	Two year	No	Mailed check	19.15	343.45	No
177	4582	6122-LJADA	Male	0	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	90.15	6237.05	No
178	3509	8710-YGLWG	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	44.9	44.9	No
179	2318	6463-HHXJR	Female	0	Yes	Yes	71	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	No	Two year	No	Bank transfer (automatic)	100.5	7030.65	No
180	3463	9576-SYUHJ	Male	0	No	No	37	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	91.15	3369.25	No
181	5462	9289-LBQVU	Male	0	Yes	No	64	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	One year	Yes	Mailed check	70.15	4480.7	No
182	2991	2207-QPJED	Female	1	Yes	No	37	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	No	Month-to-month	No	Electronic check	90	3371.75	No
183	1840	6990-YNRIO	Male	0	Yes	Yes	65	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	108.65	6937.95	Yes
184	6280	0489-WMEMG	Female	0	No	Yes	23	Yes	No	DSL	No	No	No	Yes	No	No	One year	Yes	Electronic check	49.45	1119.35	No
185	2057	2189-UXTKY	Female	0	Yes	No	22	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	79.2	1742.75	Yes
186	1864	7105-MXJLL	Female	1	Yes	No	26	Yes	No	DSL	No	No	Yes	No	No	Yes	One year	No	Mailed check	60.7	1597.4	No
187	705	7133-VBDCG	Female	0	No	No	25	Yes	No	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	79.85	2015.35	Yes
188	6254	9933-QRGTX	Female	0	Yes	No	60	Yes	No	Fiber optic	Yes	No	No	Yes	Yes	Yes	Two year	Yes	Electronic check	97.2	5611.75	No
189	2069	6356-ELRKD	Female	0	No	No	1	Yes	No	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.6	95.6	Yes
190	5859	2194-IIQOF	Female	0	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	89.3	6388.65	No
191	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
192	5547	9611-CTWIH	Female	0	No	No	3	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	89.45	240.45	Yes
193	527	3571-DPYUH	Male	0	Yes	Yes	58	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	No	One year	Yes	Credit card (automatic)	94.7	5430.35	No
194	1533	8519-QJGJD	Female	0	No	No	14	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	No	Electronic check	75.35	1025.95	Yes
195	565	5846-NEQVZ	Male	0	Yes	Yes	71	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	Two year	Yes	Credit card (automatic)	70.85	4973.4	No
196	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
197	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
198	640	9574-BOSMD	Male	0	Yes	Yes	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	25.4	1620.2	No
199	4590	4884-TVUQF	Female	1	No	No	57	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	No	Yes	Two year	No	Credit card (automatic)	101.3	5779.6	No
200	730	6439-GTPCA	Female	0	No	No	45	Yes	Yes	Fiber optic	No	No	Yes	Yes	No	No	Month-to-month	Yes	Electronic check	87.25	3941.7	Yes
201	6566	3795-CAWEX	Male	0	Yes	Yes	70	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	116.55	8152.3	No
202	4447	7821-DPRQE	Male	0	Yes	No	68	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	107.7	7320.9	No
203	325	4983-CLMLV	Female	0	Yes	No	52	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	102.7	5138.1	No
204	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
205	290	7534-BFESC	Male	1	No	No	24	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	76.1	1712.7	Yes
206	1886	6695-FRVEC	Male	0	Yes	Yes	67	Yes	No	DSL	Yes	No	Yes	Yes	No	No	Two year	Yes	Bank transfer (automatic)	60.4	3953.7	No
207	5180	0361-HJRDX	Female	0	No	No	68	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	64.35	4539.6	No
208	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
209	4149	6559-ILWKJ	Male	0	Yes	No	71	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Two year	No	Electronic check	49.35	3515.25	Yes
210	4641	9895-VFOXH	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	24.4	24.4	No
211	1945	8229-BUJHX	Female	0	Yes	Yes	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	20.5	1500.95	No
212	6255	4476-OSWTN	Male	1	Yes	No	69	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Mailed check	110.55	7610.1	No
213	5105	2995-UPRYS	Female	1	Yes	No	40	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	99.2	4062.2	Yes
214	4335	9208-OLGAQ	Female	1	No	No	18	Yes	No	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	84.95	1443.65	No
215	864	4124-MMETB	Male	0	No	No	22	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	94.65	2104.55	Yes
216	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
217	5960	2957-JIRMN	Female	1	No	No	62	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	One year	No	Electronic check	84.45	4959.15	No
218	4758	3646-ITDGM	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	No	Bank transfer (automatic)	19.7	1051.9	No
219	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
220	4939	9975-SKRNR	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	18.9	18.9	No
221	4126	3724-UCSHY	Male	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.55	122.9	No
222	371	0259-GBZSH	Male	0	No	No	2	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	85.65	181.5	Yes
223	3985	7130-CTCUS	Male	1	Yes	No	16	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	54.55	825.1	No
224	2698	8150-QUDFX	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.85	51.6	No
225	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
226	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
227	2751	7909-FIOIY	Female	0	Yes	Yes	19	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	24.85	434.8	No
228	6128	3317-VLGQT	Female	0	Yes	No	14	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	78.1	1122.4	No
229	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
230	4836	0584-BJQGZ	Female	0	No	No	25	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	78.35	1837.9	No
231	1921	6732-VAILE	Male	0	Yes	Yes	70	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	85.95	5931.75	No
232	6376	1302-TPUBN	Male	0	No	No	66	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.35	1240.8	No
233	1783	8380-PEFPE	Male	0	No	Yes	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	71.65	71.65	Yes
234	4774	7402-PWYJJ	Female	0	Yes	No	53	Yes	Yes	Fiber optic	No	No	No	Yes	No	Yes	One year	Yes	Electronic check	91.15	4862.5	No
235	3076	4250-FDVOU	Female	0	No	No	6	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Electronic check	56.25	389.1	Yes
236	4696	9128-CPXKI	Female	0	No	No	59	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Two year	No	Electronic check	95.8	5655.45	No
237	3260	4183-WCSEP	Male	0	No	No	31	Yes	No	Fiber optic	No	Yes	No	Yes	No	No	Month-to-month	Yes	Electronic check	78.45	2435.15	Yes
238	122	0404-SWRVG	Male	0	No	No	3	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.4	229.55	Yes
239	479	6227-HWPWX	Female	0	No	Yes	15	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	69	994.8	Yes
240	1632	1899-VXWXM	Male	0	No	No	48	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	106.1	5082.8	Yes
241	6796	8450-JOVAH	Male	0	Yes	Yes	2	Yes	Yes	DSL	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	56.7	113.55	Yes
242	2879	4550-VBOFE	Male	1	Yes	No	70	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	102.95	7101.5	Yes
243	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
244	6186	4789-KWMXN	Male	0	Yes	No	47	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	110.85	5275.8	Yes
245	940	0835-DUUIQ	Female	0	No	Yes	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	21.05	531.55	No
246	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
247	6853	9079-YEXQJ	Female	0	No	No	54	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	No	Electronic check	111.1	6014.85	Yes
248	439	3577-AMVUX	Male	0	No	No	1	Yes	No	DSL	No	No	Yes	Yes	No	No	Month-to-month	No	Mailed check	55.05	55.05	No
249	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
250	4634	9426-SXNHE	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	18.75	53.15	No
251	3208	8550-XSXUQ	Male	0	Yes	No	48	Yes	Yes	DSL	No	Yes	Yes	No	No	Yes	One year	Yes	Credit card (automatic)	70.55	3420.5	No
252	7010	0723-DRCLG	Female	1	Yes	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.45	74.45	Yes
253	3881	2176-OSJUV	Male	0	Yes	No	71	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	Two year	No	Bank transfer (automatic)	65.15	4681.75	No
254	1173	0107-WESLM	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Electronic check	19.85	19.85	Yes
255	4127	8626-XHBIE	Male	0	No	Yes	56	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	24.8	1424.2	No
256	2549	0188-GWFLE	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	33.7	No
257	4698	8166-ZZTFS	Female	1	Yes	No	66	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	80.55	5265.1	Yes
258	6143	5774-QPLTF	Male	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	One year	Yes	Mailed check	20.35	938.95	No
259	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
260	2887	5696-QURRL	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	45.05	45.05	Yes
261	5391	8124-NZVGJ	Female	0	No	No	6	No	No phone service	DSL	No	No	No	Yes	Yes	Yes	One year	Yes	Mailed check	49.25	255.6	No
262	279	4130-MZLCC	Female	0	No	No	5	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	50.55	244.75	No
263	4296	4489-SNOJF	Female	0	Yes	Yes	35	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	Month-to-month	No	Electronic check	72.25	2568.55	Yes
264	2115	8984-HPEMB	Female	0	No	No	71	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	118.65	8477.6	No
265	3757	4615-PIVVU	Female	0	No	No	42	Yes	No	DSL	No	No	Yes	Yes	No	Yes	Two year	No	Credit card (automatic)	66.5	2762.75	No
266	6875	6848-HJTXY	Female	0	Yes	No	64	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.45	1208.6	No
267	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
268	4463	4603-JANFB	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.85	69.85	Yes
269	2534	8565-HBFNN	Male	0	Yes	No	69	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	Yes	One year	Yes	Credit card (automatic)	107.2	7317.1	No
270	2107	7422-WNBTY	Male	0	Yes	No	33	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	93.35	3092	No
271	1101	4712-UYOOI	Female	0	Yes	Yes	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	20	417.65	No
272	4371	3372-CDXFJ	Male	0	Yes	Yes	13	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	24.5	343.6	No
273	2794	5353-WILCI	Female	0	No	No	28	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Electronic check	56.05	1522.65	No
274	4801	0988-AADSA	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	No	Bank transfer (automatic)	80.85	5824.75	No
275	577	8270-RKSAP	Male	0	No	No	9	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.5	597.9	No
276	59	5954-BDFSG	Female	0	No	No	72	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	107.5	7853.7	No
277	4342	5792-JALQC	Female	1	No	No	52	Yes	Yes	DSL	Yes	No	Yes	No	No	No	Two year	No	Bank transfer (automatic)	59.85	3103.25	No
278	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
279	3538	9028-LIHRP	Male	0	Yes	Yes	71	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	Two year	No	Credit card (automatic)	100.2	7209	No
280	5008	9150-KPBJQ	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	Two year	No	Credit card (automatic)	19.65	116.85	No
281	2881	4003-OCTMP	Female	0	Yes	No	31	Yes	No	DSL	Yes	No	No	Yes	No	Yes	One year	Yes	Electronic check	64	1910.75	No
282	6089	8775-LHDJH	Female	1	Yes	No	1	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	90.6	90.6	Yes
283	2317	6770-UAYGJ	Female	0	Yes	Yes	49	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	1211.65	No
284	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
285	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
286	1883	8840-DQLGN	Female	1	Yes	No	35	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	100.5	3653.35	Yes
287	6462	8413-VONUO	Male	0	No	No	2	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	No	Electronic check	95.65	167.3	Yes
288	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
289	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
290	6561	6339-YPSAH	Male	0	No	No	9	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	73.8	704.3	No
291	5973	2324-EFHVG	Male	0	No	No	64	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	104.4	6692.65	No
292	184	1918-ZBFQJ	Female	0	No	No	13	Yes	No	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	79.25	1111.65	Yes
293	1565	6968-GMKPR	Female	0	No	No	55	Yes	No	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	81.55	4509.5	No
294	1871	3062-ICYZQ	Female	0	Yes	Yes	51	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	93.8	4539.35	No
295	420	2233-FAGXV	Female	0	Yes	Yes	5	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	24.3	132.25	No
296	5832	6017-PPLPX	Male	0	Yes	Yes	20	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.45	1470.95	Yes
297	553	1982-FEBTD	Female	0	Yes	Yes	23	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	25.6	514.75	No
298	1732	9705-IOVQQ	Male	1	Yes	Yes	61	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	One year	No	Electronic check	99	5969.3	No
299	2138	6288-CHQJB	Female	0	Yes	Yes	54	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	Two year	No	Bank transfer (automatic)	69.95	3871.85	No
300	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	1130.85	Yes
301	6073	6096-EGVTU	Female	0	Yes	Yes	64	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	24.9	1595.5	No
302	443	2937-FTHUR	Female	0	No	Yes	18	Yes	Yes	DSL	Yes	No	No	No	No	Yes	Month-to-month	No	Electronic check	64.8	1166.7	No
303	6497	4062-HBMOS	Male	0	No	No	52	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	103.05	5364.8	No
304	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	6450	4609-KNNWG	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	Two year	No	Mailed check	19.9	550.1	No
306	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
307	1586	3766-EJLFL	Female	0	Yes	Yes	68	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	109.05	7508.55	No
308	3313	4232-JGKIY	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	19.2	19.2	No
309	5328	0334-ZFJSR	Female	0	Yes	No	55	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	One year	Yes	Credit card (automatic)	66.05	3462.1	No
310	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
311	5786	8661-BOYNW	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	84.4	6096.45	No
312	794	4257-GAESD	Female	0	No	No	6	No	No phone service	DSL	No	No	No	No	Yes	Yes	Month-to-month	No	Credit card (automatic)	45	298.7	No
313	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
314	1477	5469-CTCWN	Male	0	Yes	Yes	61	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	Yes	One year	Yes	Electronic check	106	6547.7	Yes
315	3721	2839-RFSQE	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.65	38.7	Yes
316	1940	4890-VMUAV	Male	0	No	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	One year	No	Electronic check	71.5	4576.3	No
317	1992	3365-SAIGS	Female	0	No	No	17	Yes	No	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	83.55	1329.15	No
318	4074	0946-CLJTI	Male	1	Yes	No	58	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	98.7	5812.6	Yes
319	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
320	3370	5307-UVGNB	Female	0	Yes	Yes	53	No	No phone service	DSL	Yes	Yes	Yes	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	48.7	2495.2	No
321	4666	8780-RSYYU	Female	0	No	No	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Credit card (automatic)	19.2	532.1	No
322	6498	0742-NXBGR	Female	0	No	No	1	Yes	No	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	82.3	82.3	Yes
323	530	8067-NIOYM	Female	0	Yes	Yes	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	21.1	490.65	No
324	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	147.8	No
325	710	1029-QFBEN	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.55	19.55	Yes
326	2357	9251-WNSOD	Female	0	Yes	No	67	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	One year	No	Mailed check	75.1	5064.45	No
327	6493	6576-FBXOJ	Male	0	Yes	No	17	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	One year	No	Electronic check	54.6	934.8	No
328	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
329	5927	6080-LNESI	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	Two year	No	Mailed check	24.75	1234.6	No
330	2306	7245-NIIWQ	Female	0	No	No	3	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.85	199.85	No
331	1371	6567-HOOPW	Female	1	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	79.2	79.2	Yes
332	5872	4550-EVXNY	Female	0	No	Yes	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.65	69.65	Yes
333	6629	6437-UDQJM	Female	1	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Credit card (automatic)	84.1	6129.65	No
334	907	0297-RBCSG	Male	0	No	No	19	Yes	No	DSL	No	Yes	No	Yes	No	Yes	One year	Yes	Bank transfer (automatic)	65.35	1231.85	No
335	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
336	4376	0853-NWIFK	Female	0	No	No	45	Yes	No	Fiber optic	Yes	Yes	No	No	Yes	Yes	One year	Yes	Electronic check	100.3	4483.95	No
337	5970	4853-OITSN	Male	0	Yes	No	5	Yes	Yes	Fiber optic	Yes	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	89.15	413.25	No
338	6253	6128-DAFVY	Female	0	No	No	56	No	No phone service	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	44.85	2564.95	No
339	2453	1197-BVMVG	Female	1	No	No	4	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.45	294.45	No
340	4715	7508-DQAKK	Female	0	No	No	64	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	86.4	5442.05	No
341	1872	9938-PRCVK	Female	0	Yes	Yes	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.7	804.25	No
342	5773	0289-IVARM	Female	0	No	No	35	Yes	No	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	No	Electronic check	60.55	1982.6	No
343	3773	8260-NGFNY	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	25.2	25.2	Yes
344	926	7074-IEVOJ	Female	1	No	No	3	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	79.4	205.05	Yes
345	2481	6614-YWYSC	Male	1	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	1501.75	No
346	5481	8473-VUVJN	Male	1	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	73.65	73.65	Yes
347	3404	6693-DJWTY	Female	0	No	Yes	35	Yes	No	DSL	Yes	Yes	No	No	No	No	One year	No	Credit card (automatic)	55.6	2016.45	No
348	15	3655-SNQYZ	Female	0	Yes	Yes	69	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	113.25	7895.15	No
349	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
350	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
351	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
352	5002	0567-XRHCU	Female	0	Yes	Yes	69	No	No phone service	DSL	Yes	No	Yes	No	No	Yes	Two year	Yes	Credit card (automatic)	43.95	2960.1	No
353	1161	5868-CZJDR	Male	0	No	Yes	1	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	31.35	31.35	Yes
354	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
355	1623	6035-RIIOM	Female	0	No	No	54	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	97.2	5129.45	No
356	6074	3797-VTIDR	Male	0	Yes	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	23.45	23.45	Yes
357	1362	2568-BRGYX	Male	0	No	No	4	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.2	237.95	Yes
358	6754	2775-SEFEE	Male	0	No	Yes	0	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	Two year	Yes	Bank transfer (automatic)	61.9		No
359	1212	4291-SHSBH	Male	0	No	No	7	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.55	521.35	No
360	2722	4635-EJYPD	Male	0	Yes	Yes	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	18.95	613.95	No
361	4006	2607-DHDAK	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	Yes	Credit card (automatic)	19.8	1414.65	No
362	6791	5204-QZXPU	Male	0	No	No	19	No	No phone service	DSL	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	39.65	733.35	Yes
363	5466	0221-NAUXK	Male	0	No	Yes	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Bank transfer (automatic)	19.95	219.5	No
364	5852	3398-ZOUAA	Male	1	Yes	No	21	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.1	1474.75	Yes
365	4195	1768-HNVGJ	Female	1	No	No	45	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	70.05	3062.45	No
366	4166	5917-RYRMG	Male	1	No	No	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.8	587.7	No
367	5234	3858-XHYJO	Female	0	Yes	No	40	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	One year	No	Bank transfer (automatic)	105.75	4228.55	No
368	3414	4837-PZTIC	Female	0	No	No	47	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	Two year	No	Mailed check	41.9	1875.25	No
369	1803	2773-MADBQ	Female	0	No	No	36	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	Yes	Mailed check	53.1	1901.25	No
370	6203	1090-PYKCI	Female	0	Yes	Yes	69	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	One year	Yes	Credit card (automatic)	105.1	7234.8	No
371	5285	9479-HYNYL	Female	0	Yes	No	71	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	80.7	5705.05	No
372	1323	4565-NLZBV	Female	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	24.65	1710.15	No
373	5666	8318-LCNBW	Male	0	Yes	No	35	No	No phone service	DSL	Yes	No	Yes	No	Yes	Yes	One year	No	Credit card (automatic)	53.15	1930.9	No
374	1941	9261-WDCAF	Male	0	No	No	3	Yes	No	DSL	No	No	No	No	No	Yes	Month-to-month	No	Mailed check	54.65	189.1	No
375	6601	4909-JOUPP	Male	1	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	109.7	7898.45	No
376	1902	1951-IEYXM	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	90.6	6441.85	No
377	3704	4227-OJHAL	Female	0	Yes	Yes	68	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	No	One year	Yes	Credit card (automatic)	73	5163	No
378	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
379	5550	8746-BFOAJ	Male	1	No	No	21	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	20.5	429.55	No
380	1032	4145-UQXUQ	Female	1	No	No	8	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	92.1	729.95	Yes
381	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
382	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
383	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
384	3306	9643-AVVWI	Female	0	Yes	Yes	3	Yes	No	Fiber optic	No	Yes	No	Yes	No	No	Month-to-month	Yes	Electronic check	80	241.3	No
385	6625	3398-FSHON	Female	1	No	No	12	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	91.3	1094.5	Yes
386	3316	9139-TWBAS	Female	0	Yes	No	26	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	No	One year	No	Bank transfer (automatic)	47.85	1190.5	No
387	1010	0929-HYQEW	Male	0	No	No	3	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Mailed check	50.15	160.85	No
388	3641	0487-CRLZF	Female	0	No	No	49	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	74.45	3721.9	No
389	931	0454-OKRCT	Male	0	No	No	33	Yes	No	Fiber optic	No	Yes	No	Yes	No	No	Two year	No	Bank transfer (automatic)	80.6	2651.1	No
390	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
391	691	6663-JOCQO	Male	0	Yes	Yes	31	Yes	Yes	DSL	Yes	Yes	No	Yes	No	Yes	One year	Yes	Bank transfer (automatic)	75.25	2344.5	No
392	533	1297-VQDRP	Male	1	Yes	Yes	68	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	107.15	7379.8	No
393	6451	4868-AADLV	Male	1	Yes	Yes	66	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	116.25	7862.25	No
394	2227	0788-DXBFY	Male	0	Yes	Yes	58	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Electronic check	19.55	1108.8	No
395	652	5845-BZZIB	Male	0	Yes	Yes	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.1	655.3	No
396	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
397	4118	4826-TZEVA	Female	0	No	No	40	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Credit card (automatic)	74.8	2971.7	No
398	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
399	6767	7672-VFMXZ	Male	0	Yes	No	57	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Electronic check	55.7	3171.6	No
400	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
401	964	9117-SHLZX	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	45.7	45.7	Yes
402	5589	7253-UVNDW	Female	0	No	No	46	Yes	No	DSL	No	No	Yes	Yes	No	No	Two year	No	Credit card (automatic)	54.35	2460.15	Yes
403	2415	9898-KZQDZ	Female	1	Yes	Yes	40	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	94.55	3640.45	Yes
404	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
405	2263	2506-CLAKW	Female	0	No	No	6	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	98.15	567.45	Yes
406	5202	8591-TKMZH	Male	0	Yes	Yes	59	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	Two year	Yes	Mailed check	111.1	6555.2	No
407	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
408	5247	4971-PUYQO	Female	0	No	No	27	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Mailed check	94.55	2724.6	Yes
409	6306	0186-CAERR	Male	0	No	No	71	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	116.3	8309.55	No
410	5244	6233-HXJMX	Female	0	No	No	45	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	89.3	4192.15	No
411	2316	9367-OIUXP	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.7	73.05	No
412	2617	4588-YBNIB	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.6	19.6	Yes
413	26	6467-CHFZW	Male	0	Yes	Yes	47	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.35	4749.15	Yes
414	3605	8148-BPLZQ	Male	0	No	No	34	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	49.8	1734.2	No
415	63	0557-ASKVU	Female	0	Yes	Yes	18	Yes	No	DSL	No	No	Yes	Yes	No	No	One year	Yes	Credit card (automatic)	54.4	957.1	No
416	1044	3354-OADJP	Female	0	No	No	8	Yes	No	DSL	Yes	No	No	Yes	No	No	One year	No	Bank transfer (automatic)	54.25	447.75	No
417	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
418	5360	4919-IKATY	Male	0	Yes	Yes	5	Yes	Yes	Fiber optic	Yes	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	84.5	453.75	Yes
419	2656	4328-VUFWD	Female	0	No	No	39	Yes	No	DSL	No	No	No	Yes	No	Yes	One year	No	Electronic check	59.3	2209.15	No
420	1454	8681-ICONS	Male	0	Yes	Yes	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	20.65	654.85	No
421	227	2232-DMLXU	Female	0	Yes	No	1	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	No	Mailed check	55.2	55.2	Yes
422	6984	6447-GORXK	Male	0	No	Yes	31	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	25	789.2	No
423	3080	1777-JYQPJ	Male	0	No	No	2	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	24.3	38.45	No
424	3317	6685-GBWJZ	Male	0	Yes	No	63	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	One year	No	Credit card (automatic)	70.8	4448.8	No
425	5035	3955-JBZZM	Male	0	No	No	20	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	78.8	1641.3	No
426	3184	5197-LQXXH	Female	0	Yes	No	71	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	83.3	5894.5	No
427	2833	5993-JSUWV	Female	0	No	No	66	Yes	No	DSL	Yes	Yes	Yes	No	No	No	Two year	Yes	Bank transfer (automatic)	61.15	4017.45	No
428	3539	2219-MVUSO	Male	0	No	No	8	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	45.15	438.4	Yes
429	969	3158-MOERK	Female	0	No	No	2	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	96	174.8	Yes
430	4603	3594-KADLU	Male	0	Yes	No	3	No	No phone service	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Mailed check	35.1	101.1	No
431	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
432	2662	8348-HFYIV	Male	0	No	No	2	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	49.25	90.35	Yes
433	4094	8687-BAFGU	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	Yes	No	No	Month-to-month	No	Electronic check	74	74	No
434	6034	7353-YOWFP	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	20.25	129.15	No
435	3813	6837-HAEVO	Male	0	Yes	Yes	69	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Electronic check	105	7297.75	No
436	2387	6734-GMPVK	Male	0	No	No	5	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	No	Electronic check	105.3	550.6	No
437	4224	7602-DBTOU	Female	0	Yes	No	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.6	1416.5	No
438	6375	9894-EZEWG	Female	0	No	No	1	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	74.3	74.3	Yes
439	3567	1670-SVOWZ	Female	0	Yes	Yes	14	Yes	No	Fiber optic	No	Yes	No	Yes	No	Yes	Month-to-month	Yes	Credit card (automatic)	89.65	1208.35	Yes
440	4148	9142-XMYJH	Female	0	No	No	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	19.35	601.6	No
441	2646	5893-PYOLZ	Male	0	No	No	56	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	81.8	4534.45	No
442	6626	3319-DWOEP	Male	1	Yes	No	6	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.75	573.75	Yes
443	252	9514-JDSKI	Male	1	Yes	No	1	No	No phone service	DSL	No	Yes	No	No	Yes	No	Month-to-month	No	Electronic check	40.2	40.2	Yes
444	5435	7432-FFVAR	Female	0	Yes	Yes	46	Yes	No	Fiber optic	No	No	Yes	Yes	No	Yes	One year	No	Bank transfer (automatic)	90.95	4236.6	No
445	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
446	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
447	4847	8696-JKZNU	Female	1	No	No	37	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	76.25	2841.55	Yes
448	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
449	2818	4831-EOBFE	Male	0	Yes	Yes	29	Yes	No	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	No	Credit card (automatic)	94.65	2649.15	Yes
450	1702	4423-YLHDV	Female	0	Yes	No	21	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	104.4	2200.25	Yes
451	4428	5449-FIBXJ	Male	0	Yes	Yes	19	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	No	Electronic check	103.3	2012.7	Yes
452	4808	8144-DGHXP	Female	0	No	No	54	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Electronic check	80.6	4299.95	No
453	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
454	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
455	4041	5862-BRIXZ	Male	0	No	No	46	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	60.75	2893.4	No
456	2094	1057-FOGLZ	Female	0	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.65	391.7	No
457	2843	9371-BITHB	Female	0	Yes	Yes	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.85	1070.5	No
458	641	4580-TMHJU	Female	0	Yes	Yes	43	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	56.15	2499.3	Yes
459	6140	0178-CIIKR	Female	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.95	58	No
460	3882	9348-YVOMK	Male	0	No	No	4	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	44.8	176.2	No
461	4405	8417-FMLZI	Male	0	Yes	Yes	6	Yes	No	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	83.55	477.55	Yes
462	297	6851-WEFYX	Male	1	Yes	No	35	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.8	3437.5	No
463	303	8181-YHCMF	Female	0	Yes	Yes	68	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	60.3	4109	No
464	2406	7548-SEPYI	Female	0	No	No	5	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	96.25	512.45	Yes
465	5816	0374-IOEGQ	Female	0	No	No	3	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	44.6	122.7	No
466	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
467	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
468	4384	8642-GVWRF	Female	0	Yes	No	2	Yes	No	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	No	Bank transfer (automatic)	79.7	165	Yes
469	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
470	655	5183-SNMJQ	Male	0	No	No	10	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	95.1	865.1	No
471	4139	7278-CKDNC	Male	1	No	No	24	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	80.5	2088.45	No
472	4686	8024-XNAFQ	Female	1	No	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	Yes	Two year	Yes	Bank transfer (automatic)	107.4	7748.75	No
473	4775	5480-TBGPH	Female	0	Yes	No	24	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	99.3	2431.35	Yes
474	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
475	783	4678-DVQEO	Female	0	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	52.2	52.2	Yes
476	1354	9415-DPEWS	Female	0	No	No	18	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	88.35	1639.3	Yes
477	1018	3748-FVMZZ	Male	0	No	No	4	No	No phone service	DSL	No	No	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	40.05	162.45	No
478	4912	5281-BUZGT	Male	1	No	No	36	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	90.85	3186.7	Yes
479	977	5879-SESNB	Female	0	No	No	11	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	75.25	888.65	No
480	809	1820-TQVEV	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.55	69.55	Yes
481	6755	9003-CPATH	Male	0	No	No	42	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	No	Electronic check	79.9	3313.4	No
482	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
483	257	6655-LHBYW	Male	0	No	No	50	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	No	Credit card (automatic)	114.35	5791.1	No
484	893	9227-LUNBG	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	24.6	24.6	Yes
485	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
486	4366	0537-QYZZN	Male	1	Yes	Yes	24	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	79.85	1857.75	No
487	3589	8734-FNWVH	Male	0	Yes	Yes	31	Yes	Yes	DSL	No	No	No	No	No	Yes	Month-to-month	No	Bank transfer (automatic)	59.7	1825.5	No
488	5162	4801-KFYKL	Male	0	No	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	19.45	159.2	No
489	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
490	5167	4188-PCPIG	Female	0	Yes	No	57	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	Two year	Yes	Credit card (automatic)	70.35	4124.65	No
491	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
492	6698	6906-MPARY	Male	0	No	No	40	Yes	No	Fiber optic	No	Yes	No	Yes	No	Yes	One year	Yes	Credit card (automatic)	89.6	3488.15	No
493	2132	6082-OQFBA	Male	0	Yes	Yes	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.65	436.9	No
494	6243	3544-FBCAS	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Credit card (automatic)	83.6	5959.3	No
495	5520	8034-RYTVV	Female	0	No	No	55	Yes	Yes	Fiber optic	Yes	No	Yes	No	No	No	One year	Yes	Credit card (automatic)	84.25	4589.85	No
496	1357	7130-YXBRO	Male	0	Yes	No	48	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	111.45	5315.1	No
497	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
498	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
499	2251	1399-UBQIU	Male	0	No	No	11	Yes	No	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	69.35	712.25	No
500	5474	4912-PIGUY	Female	0	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	84.6	84.6	No
501	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
502	3133	3181-VTHOE	Male	0	Yes	No	70	No	No phone service	DSL	No	Yes	Yes	Yes	No	Yes	One year	Yes	Bank transfer (automatic)	51.05	3635.15	No
503	2024	8272-ONJLV	Male	0	No	No	12	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	One year	No	Electronic check	95.7	1184	No
504	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
505	2986	1303-SRDOK	Female	0	Yes	Yes	55	Yes	No	Fiber optic	No	No	No	No	No	No	Two year	Yes	Credit card (automatic)	69.05	3842.6	No
506	2042	7361-YPXFS	Female	1	No	No	28	Yes	Yes	DSL	No	Yes	Yes	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	64.45	1867.6	No
507	4905	3359-DSRKA	Female	0	Yes	Yes	58	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	19.85	1158.85	No
508	2876	6746-WAUWT	Male	0	No	No	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Credit card (automatic)	19.7	386.5	No
509	2669	4659-NZRUF	Female	0	No	No	19	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	95.15	1789.25	Yes
510	4756	9518-IMLHK	Male	0	No	No	31	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	72.45	2156.25	No
511	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
512	4098	5356-RHIPP	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	20.2	20.2	Yes
513	7018	1122-JWTJW	Male	0	Yes	Yes	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	70.65	70.65	Yes
514	3806	0650-BWOZN	Female	1	No	No	18	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	73.55	1359.45	No
515	6842	5546-QUERU	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	Mailed check	19.95	257	No
516	3475	8610-ZIKJJ	Female	0	Yes	Yes	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.3	31.9	No
517	1092	8590-YFFQO	Male	0	Yes	No	70	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	Two year	No	Credit card (automatic)	64.95	4523.25	No
518	5867	2428-HYUNX	Male	1	Yes	No	44	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	19.35	847.25	No
519	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
520	4152	2649-HWLYB	Male	0	Yes	No	65	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	Two year	No	Bank transfer (automatic)	76.15	4929.55	No
521	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
522	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
523	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
524	2516	8245-UMPYT	Female	1	No	No	16	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	96.4	1581.2	Yes
525	6038	1555-DJEQW	Female	0	Yes	Yes	70	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	114.2	7723.9	Yes
526	1553	7776-QGYJC	Female	0	Yes	Yes	39	Yes	No	Fiber optic	No	No	Yes	Yes	No	No	Month-to-month	Yes	Bank transfer (automatic)	81.5	3107.3	No
527	3482	2828-SLQPF	Male	0	No	No	19	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	45	865.85	No
528	2886	3170-GWYKC	Female	0	No	No	60	Yes	No	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	104.95	6236.75	No
529	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
530	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
531	1339	3838-OZURD	Male	0	Yes	No	66	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	105	7133.25	Yes
532	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
533	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
534	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
535	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
536	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	109.2	No
537	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
538	2829	3999-QGRJH	Male	1	No	No	8	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.7	560.85	Yes
539	149	3466-BYAVD	Male	0	Yes	Yes	15	Yes	No	DSL	No	Yes	Yes	Yes	No	Yes	Month-to-month	Yes	Mailed check	69.5	1071.4	No
540	3001	4568-TTZRT	Male	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.4	181.8	No
541	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
542	3931	8851-RAGOV	Female	0	Yes	No	25	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	Month-to-month	Yes	Mailed check	71.05	1837.7	No
543	453	0256-LTHVJ	Female	0	Yes	Yes	28	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	81.05	2227.1	Yes
544	4427	5278-PNYOX	Female	0	No	No	49	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	100.65	4917.75	No
545	1832	3132-TVFDZ	Male	1	Yes	No	57	No	No phone service	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	44.85	2572.95	Yes
546	3250	6924-TDGMT	Male	0	Yes	No	11	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	184.95	No
547	5663	2824-MYYBN	Female	0	Yes	Yes	37	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.25	3314.15	No
548	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
549	2002	0017-DINOC	Male	0	No	No	54	No	No phone service	DSL	Yes	No	No	Yes	Yes	No	Two year	No	Credit card (automatic)	45.2	2460.55	No
550	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
551	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
552	1671	1442-OKRJE	Male	0	Yes	Yes	66	Yes	No	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	103.15	7031.3	No
553	1119	1459-QNFQT	Male	0	Yes	Yes	70	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	59.5	4144.8	No
554	4353	6996-KNSML	Female	0	No	No	1	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	74.9	74.9	Yes
555	810	2239-JALAW	Male	0	No	No	58	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	103.25	6017.65	Yes
556	1129	3452-ABWRL	Male	1	No	No	47	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	86.05	3865.6	No
557	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
558	6124	7153-CHRBV	Female	0	Yes	Yes	57	Yes	No	DSL	Yes	No	Yes	Yes	No	No	One year	Yes	Mailed check	59.3	3274.35	No
559	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	1505.45	No
560	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
561	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
562	1235	1543-LLLFT	Male	1	Yes	No	61	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	No	One year	Yes	Mailed check	98.3	6066.55	No
563	1225	6581-NQCBA	Female	0	Yes	No	16	No	No phone service	DSL	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	49.95	810.2	Yes
564	4051	8152-VETUR	Female	0	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Two year	Yes	Credit card (automatic)	97.7	6869.7	No
565	2344	9796-MVYXX	Female	1	No	No	14	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	Two year	No	Mailed check	39.7	692.35	No
566	6227	2842-JTCCU	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	46.05	80.35	Yes
567	4352	0595-ITUDF	Male	0	Yes	Yes	64	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	91.8	5960.5	No
568	2273	0219-QAERP	Male	0	Yes	No	30	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.8	576.65	No
569	1729	8226-BXGES	Male	0	Yes	No	64	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	One year	No	Bank transfer (automatic)	89.45	5692.65	No
570	6785	3090-HAWSU	Male	0	No	No	61	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	111.6	6876.05	Yes
571	2181	1136-XGEQU	Female	0	Yes	Yes	50	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	84.15	4164.4	No
572	1027	6732-FZUGP	Female	0	No	No	47	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	No	One year	No	Credit card (automatic)	94.9	4615.25	No
573	3082	3401-URHDA	Male	0	No	No	51	Yes	Yes	DSL	Yes	No	No	Yes	No	No	One year	No	Credit card (automatic)	59.9	3043.6	No
574	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
575	349	4654-DLAMQ	Female	1	Yes	No	64	Yes	No	Fiber optic	Yes	Yes	Yes	No	No	Yes	One year	No	Bank transfer (automatic)	97	6430.9	No
576	452	8847-GEOOQ	Male	0	Yes	No	60	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	60.2	3582.4	No
577	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
578	172	6727-IOTLZ	Male	0	Yes	No	14	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Mailed check	81.95	1181.75	No
579	1405	6960-HVYXR	Female	0	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	76	76	Yes
580	5857	0378-NHQXU	Female	0	Yes	Yes	17	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	No	Electronic check	88.25	1460.65	Yes
581	4250	0565-JUPYD	Male	0	No	No	63	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	One year	No	Credit card (automatic)	104.5	6590.8	No
582	4550	4625-XMOYM	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)	26.25	1988.05	No
583	422	7663-ZTEGJ	Male	0	No	Yes	29	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	Yes	One year	No	Credit card (automatic)	100.55	2830.45	No
584	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
585	3326	7657-DYEPJ	Male	1	No	No	38	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	One year	Yes	Credit card (automatic)	70.15	2497.35	Yes
586	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
587	3450	0100-DUVFC	Male	1	Yes	No	70	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	104.8	7308.95	No
588	1253	2026-TGDHM	Female	0	No	No	7	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	79.3	523.15	Yes
589	6268	9746-UGFAC	Female	0	No	No	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	20.85	450.65	No
590	6210	1042-HFUCW	Female	0	No	Yes	25	Yes	No	DSL	No	Yes	No	Yes	No	No	One year	Yes	Credit card (automatic)	54.75	1266.35	No
591	2225	1153-GNOLC	Male	0	No	No	33	No	No phone service	DSL	No	Yes	No	No	Yes	No	One year	Yes	Electronic check	39.1	1309	No
592	4121	0576-WNXXC	Male	1	Yes	No	27	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	95.55	2510.2	Yes
593	6563	6906-ANDWJ	Male	0	Yes	Yes	15	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	74.9	1107.25	Yes
594	1905	1022-RKXDR	Female	0	No	No	41	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	24.85	962.25	No
595	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	3605.6	No
596	3014	5857-TYBCJ	Male	1	Yes	No	44	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	89.2	4040.2	No
597	4301	7729-XBTWX	Male	0	Yes	Yes	66	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	19.75	1344.5	No
598	6678	3978-YNKDD	Male	0	No	Yes	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.85	467.5	No
599	4269	9170-CCKOU	Male	0	Yes	No	17	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	No	Credit card (automatic)	90.2	1454.15	Yes
600	2447	1475-VWVDO	Male	0	No	No	7	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	74.9	490.55	No
601	1580	7108-DGVUU	Female	1	Yes	No	21	Yes	Yes	DSL	No	Yes	Yes	No	No	Yes	One year	No	Bank transfer (automatic)	71.7	1497.05	No
602	3803	2533-QVMSK	Male	0	Yes	No	61	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	No	Two year	Yes	Electronic check	94.1	5638.3	Yes
603	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
604	4871	6848-YLDFR	Male	0	Yes	Yes	58	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	75.2	4300.8	No
605	3877	2898-LSJGD	Female	0	Yes	Yes	21	No	No phone service	DSL	Yes	No	Yes	No	Yes	Yes	One year	Yes	Electronic check	55.95	1157.05	Yes
606	5192	3507-GASNP	Male	0	No	Yes	60	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.95	1189.9	No
607	135	7799-LGRDP	Female	0	No	No	43	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)	25.7	1188.2	No
608	2521	5373-SFODM	Male	1	Yes	No	36	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	85.25	3132.75	Yes
609	4151	7733-UDMTP	Female	1	No	No	57	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	55	3094.05	No
610	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
611	6332	4378-MYPGO	Male	0	Yes	Yes	68	Yes	No	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	105.25	7173.15	No
612	4697	0129-KPTWJ	Male	0	Yes	No	72	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.65	6747.35	No
613	4750	0373-AIVNJ	Male	0	No	No	9	No	No phone service	DSL	Yes	Yes	Yes	No	No	No	One year	No	Mailed check	39.55	373	No
614	2666	8414-OOEEL	Male	0	No	Yes	66	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	79.5	5196.1	No
615	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
616	2925	2931-XIQBR	Female	0	Yes	Yes	50	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	No	Mailed check	103.05	5153.5	No
617	3066	5652-MSDEY	Female	0	No	No	10	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	75.75	777.3	No
618	1789	2586-CWXVV	Male	0	Yes	No	54	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	30.4	1621.35	No
619	5288	8058-INTPH	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	79.65	79.65	Yes
620	807	2798-NYLMZ	Male	0	Yes	No	71	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	108.55	7616	No
621	462	0880-TKATG	Male	0	Yes	Yes	4	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	No	Electronic check	101.15	385.9	Yes
622	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
623	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
624	4726	2192-CKRLV	Female	0	Yes	No	72	No	No phone service	DSL	Yes	Yes	Yes	No	No	Yes	Two year	Yes	Electronic check	49.2	3580.95	No
625	5680	6982-UQZLY	Female	1	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	20.85	20.85	Yes
626	6790	8441-SHIPE	Female	0	No	No	67	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	25.6	1790.35	No
627	4377	8212-CRQXP	Female	0	Yes	No	22	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	80	1706.45	No
628	799	3009-JWMPU	Male	0	No	No	62	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Electronic check	96.75	6125.4	Yes
629	354	0623-IIHUG	Female	1	No	No	21	No	No phone service	DSL	Yes	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	41.9	840.1	Yes
630	3964	2632-IVXVF	Female	0	Yes	Yes	68	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	111.75	7511.3	No
631	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
632	3101	1867-TJHTS	Female	0	No	No	58	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	79.8	4526.85	No
633	5594	0027-KWYKW	Female	0	Yes	Yes	23	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	83.75	1849.95	No
634	144	1131-QQZEB	Male	1	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	23.95	1756.2	No
635	380	5651-CRHKQ	Female	0	Yes	No	41	Yes	No	Fiber optic	No	Yes	Yes	Yes	No	No	One year	Yes	Bank transfer (automatic)	86.2	3339.05	No
636	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
637	4168	1194-BHJYC	Male	0	Yes	No	61	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Mailed check	62.15	3778.85	No
638	6510	0572-ZJKLT	Female	0	Yes	Yes	46	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	No	Yes	Two year	No	Mailed check	99.65	4630.2	No
639	121	2928-HLDBA	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	20.7	112.75	No
640	3745	2645-QTLMB	Male	0	No	No	7	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.25	669	Yes
641	3612	0491-KAPQG	Male	0	No	No	21	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	73.7	1558.7	No
642	1360	3793-MMFUH	Female	1	No	No	13	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.05	1290	Yes
643	418	0578-SKVMF	Female	0	Yes	Yes	22	Yes	No	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	No	Electronic check	83.3	1845.9	Yes
644	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
645	5546	7880-XSOJX	Male	0	No	No	4	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	Month-to-month	No	Mailed check	42.4	146.4	No
646	1514	5799-JRCZO	Female	0	No	Yes	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.5	1215.1	No
647	4184	0495-ZBNGW	Male	1	Yes	No	5	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	79.9	343.95	Yes
648	5455	9970-QBCDA	Female	0	No	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	19.7	129.55	No
649	3100	7271-AJDTL	Female	0	Yes	No	55	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	94.45	5073.1	No
650	2063	7833-PKIHD	Male	0	Yes	Yes	51	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	76.4	3966.3	No
651	555	5791-KAJFD	Female	0	Yes	Yes	56	Yes	Yes	DSL	Yes	No	Yes	No	No	Yes	One year	Yes	Bank transfer (automatic)	68.75	3808	No
652	2312	8499-BRXTD	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	20.1	401.85	No
653	3543	0853-TWRVK	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	Yes	Two year	No	Bank transfer (automatic)	105.6	7581.5	No
654	5440	4456-RHSNB	Female	0	Yes	Yes	19	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	49.6	962.9	No
655	1485	9809-IMGCQ	Male	1	No	No	22	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	96.7	2082.95	Yes
656	5017	2073-QBVBI	Female	0	Yes	No	41	No	No phone service	DSL	No	Yes	No	Yes	No	No	One year	No	Mailed check	35.45	1391.65	No
657	1272	1257-SXUXQ	Male	0	Yes	Yes	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.45	86.05	No
658	6598	6169-PGNCD	Female	0	No	No	57	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	Yes	Credit card (automatic)	74.3	4166.35	No
659	1411	2692-BUCFV	Male	1	No	No	29	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	101.45	2948.6	No
660	5076	1644-IRKSF	Female	0	Yes	Yes	33	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Electronic check	93.8	3124.5	Yes
661	6915	1304-SEGFY	Female	0	Yes	No	72	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Two year	Yes	Electronic check	97.85	6841.3	No
662	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
663	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
664	5503	1757-TCATG	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	One year	No	Bank transfer (automatic)	20.05	746.75	No
665	5077	8314-HTWVE	Female	0	Yes	Yes	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.85	144.15	No
666	5635	2087-QAREY	Female	0	Yes	No	22	Yes	No	DSL	No	Yes	Yes	No	No	No	Month-to-month	Yes	Mailed check	54.7	1178.75	No
667	4154	4229-CZMLL	Male	0	No	No	6	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.9	469.8	Yes
668	6679	4940-KHCWD	Female	0	Yes	No	60	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	Two year	No	Bank transfer (automatic)	37.7	2288.7	No
669	3165	1834-WULEG	Male	0	Yes	Yes	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.25	439.75	No
670	2436	6360-SVNWV	Female	1	No	No	31	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	73.55	2094.65	No
671	2868	5226-NOZFC	Male	0	No	No	26	Yes	No	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	85.75	2146.5	No
672	6612	1062-LHZOD	Male	0	Yes	Yes	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	69.9	69.9	Yes
673	981	1106-HRLKZ	Male	0	Yes	Yes	40	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.6	808.95	No
674	5974	7094-MSZAO	Male	0	Yes	Yes	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Credit card (automatic)	20.05	218.5	No
675	6063	0613-WUXUM	Female	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	Yes	Mailed check	19.2	1401.4	No
676	3246	8806-EAGWC	Male	0	No	No	3	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	No	Mailed check	55.15	159.15	Yes
677	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	3969.4	Yes
678	1268	2408-TZMJL	Male	0	Yes	No	59	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	110.15	6448.05	Yes
679	414	1996-DBMUS	Female	1	Yes	No	48	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	70.65	3545.05	No
680	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
681	3127	1432-FPAXX	Female	0	No	No	29	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	30.6	856.35	Yes
682	654	4160-AMJTL	Female	1	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	19.65	164.3	Yes
683	3011	3352-RICWQ	Female	0	Yes	Yes	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.75	210.65	No
684	6394	2680-XKKNJ	Female	0	No	No	8	Yes	No	DSL	Yes	Yes	No	Yes	No	No	One year	No	Bank transfer (automatic)	58.2	469.25	No
685	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
686	6989	1389-WNUIB	Female	0	Yes	Yes	20	Yes	Yes	DSL	Yes	No	No	No	Yes	Yes	One year	No	Bank transfer (automatic)	76	1588.75	No
687	2337	4612-THJBS	Female	1	No	No	56	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	104.75	5510.65	Yes
688	3541	1530-ZTDOZ	Female	0	Yes	No	49	No	No phone service	DSL	Yes	No	No	No	Yes	No	Month-to-month	No	Bank transfer (automatic)	40.65	2070.75	No
689	773	5842-POCOP	Female	0	Yes	No	5	Yes	No	Fiber optic	Yes	No	Yes	No	No	Yes	Month-to-month	Yes	Mailed check	88.9	454.15	Yes
690	2446	9492-TOKRI	Female	0	No	No	18	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	90	1527.35	Yes
691	589	0795-LAFGP	Male	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Electronic check	90.4	6668.05	No
692	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	1820.45	Yes
693	2127	8035-BUYVG	Male	0	Yes	No	40	No	No phone service	DSL	Yes	Yes	Yes	No	No	No	One year	Yes	Electronic check	42.35	1716.45	Yes
694	2996	6620-JDYNW	Female	0	No	No	18	Yes	Yes	DSL	Yes	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	60.6	1156.35	No
695	3896	8590-OHDIW	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	One year	No	Mailed check	20.3	749.35	No
696	3038	5897-ZYEKH	Female	1	Yes	No	67	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	Yes	One year	Yes	Electronic check	105.6	7112.15	No
697	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
698	2465	1740-CSDJP	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	35.25	35.25	Yes
699	3377	2696-RZVZW	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	Credit card (automatic)	25.05	1629.2	No
700	701	9450-TRJUU	Male	0	No	No	35	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	83.15	2848.45	No
701	5845	4581-SSPWD	Female	0	No	No	3	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.8	246.3	Yes
702	2301	4813-HQMGZ	Female	0	Yes	No	8	Yes	Yes	Fiber optic	No	No	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	90.25	743.75	No
703	5121	4903-CNOZC	Male	0	No	No	29	Yes	Yes	DSL	No	Yes	Yes	No	No	Yes	One year	No	Credit card (automatic)	70.9	1964.6	No
704	677	0822-GAVAP	Female	0	No	No	2	No	No phone service	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	34.7	62.25	Yes
705	6062	3055-OYMSE	Female	1	No	No	53	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	73.8	4003.85	No
706	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
707	2598	8325-QRPZR	Female	0	No	No	7	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	75.15	525	No
708	2345	7874-ECPQJ	Female	0	No	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Bank transfer (automatic)	20.05	85.5	No
709	4093	2476-YGEFM	Female	0	No	No	29	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	76	2215.25	No
710	693	2276-YDAVZ	Female	0	No	No	3	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	75.1	270.7	Yes
711	1513	0661-XEYAN	Female	1	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	25.8	25.8	Yes
712	6067	1397-XKKWR	Male	0	No	No	7	No	No phone service	DSL	Yes	No	Yes	No	No	No	One year	No	Mailed check	35.3	264.8	No
713	6105	9249-FXSCK	Female	0	No	No	52	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	111.25	5916.45	Yes
714	6189	4718-WXBGI	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	91.95	6614.9	No
715	110	0486-HECZI	Male	0	Yes	No	55	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	96.75	5238.9	Yes
716	3852	7291-CDTMJ	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	Bank transfer (automatic)	19.65	19.65	No
717	6474	7196-LIWRH	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	Two year	No	Mailed check	19.55	124.45	No
718	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
719	2131	5656-MJEFC	Male	0	Yes	Yes	42	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	No	Two year	No	Credit card (automatic)	48.15	2032.3	No
720	4085	5640-CAXOA	Female	0	No	No	30	No	No phone service	DSL	No	No	No	Yes	No	Yes	One year	Yes	Credit card (automatic)	40.35	1187.05	No
721	1919	3946-MHCZW	Male	0	No	No	1	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	No	Mailed check	50.9	50.9	Yes
722	856	8374-UULRV	Male	0	No	No	72	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	No	Credit card (automatic)	86.05	6309.65	No
723	3408	2108-YKQTY	Female	0	No	No	4	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Credit card (automatic)	50.7	151.3	Yes
724	5950	2862-PFNIK	Male	0	No	Yes	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	24.7	24.7	No
725	6554	2856-HYAPG	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	68.65	68.65	Yes
726	2510	3707-GNWHM	Male	0	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	74.25	74.25	Yes
727	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
728	4169	3663-MITLP	Female	0	No	No	15	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	101.25	1457.25	Yes
729	4392	3373-YZZYM	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.2	19.2	No
730	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
731	3337	0840-DFEZH	Female	0	No	No	7	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.35	564.65	No
732	3203	5879-HMFFH	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	88.05	6520.8	No
733	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
734	6986	3976-BWUCK	Female	0	Yes	No	30	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	94.1	2804.45	Yes
735	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
736	6691	8292-FRFZQ	Female	0	No	No	39	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	One year	No	Bank transfer (automatic)	41.15	1700.9	No
737	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
738	5178	4350-ZTLPI	Female	0	Yes	No	53	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	108.95	5718.2	No
739	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
740	6171	1658-XUHBX	Female	1	Yes	Yes	59	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	88.75	5348.65	No
741	5079	2507-QZPQS	Male	0	No	No	15	Yes	Yes	Fiber optic	No	Yes	No	Yes	No	Yes	Month-to-month	No	Electronic check	95.7	1451.1	No
742	2921	0564-JJHGS	Male	0	No	No	9	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.5	829.1	Yes
743	107	9750-BOOHV	Female	0	No	No	32	No	No phone service	DSL	Yes	No	No	No	No	No	One year	No	Mailed check	30.15	927.65	No
744	29	8773-HHUOZ	Female	0	No	Yes	17	Yes	No	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Mailed check	64.7	1093.1	Yes
745	3780	1335-MXCSE	Male	0	Yes	Yes	55	Yes	No	DSL	No	No	Yes	Yes	No	No	Two year	Yes	Credit card (automatic)	55.25	3119.9	No
746	3150	6029-CSMJE	Male	0	No	No	17	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	25.65	440.2	No
747	3616	8707-RMEZH	Female	1	Yes	No	69	Yes	No	Fiber optic	Yes	Yes	No	No	No	Yes	One year	No	Credit card (automatic)	87.3	6055.55	No
748	5346	0771-CHWSK	Male	0	No	No	66	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	Two year	Yes	Credit card (automatic)	74.6	4798.4	No
749	4940	3703-KBKZP	Male	1	No	No	16	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	74.45	1261.35	No
750	751	9477-LGWQI	Male	0	Yes	Yes	70	Yes	No	DSL	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Credit card (automatic)	80.15	5600.15	No
751	3168	4893-GYUJU	Female	0	No	No	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	19.35	1033	No
752	584	2393-DIVAI	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	20	61.7	No
753	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
754	5040	9909-IDLEK	Male	0	Yes	Yes	20	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	No	Month-to-month	No	Mailed check	96.8	1826.7	No
755	6614	4086-WITJG	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	Credit card (automatic)	19.7	1301.1	No
756	3274	2874-YXVVA	Female	0	No	No	34	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	105.1	3634.8	No
757	6053	0057-QBUQH	Female	0	No	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	Yes	Electronic check	25.1	1070.15	No
758	548	4676-MQUEA	Male	1	Yes	No	50	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	No	One year	Yes	Bank transfer (automatic)	101.9	5265.5	No
759	5448	0580-PIQHM	Female	0	Yes	Yes	41	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	Yes	One year	Yes	Bank transfer (automatic)	101.6	3930.55	No
760	6921	5243-SAOTC	Male	0	No	No	54	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	79.85	4308.25	No
761	2874	8347-GDTMP	Female	0	Yes	No	64	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.45	1225.65	No
762	6548	5012-YSPJJ	Male	0	Yes	Yes	31	Yes	No	DSL	No	No	Yes	Yes	No	No	Month-to-month	No	Mailed check	54.35	1647	No
763	3715	5288-AHOUP	Male	1	No	No	11	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	78.5	874.2	No
764	2291	7488-MXJIV	Female	0	No	No	4	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	85.65	321.65	Yes
765	6783	9867-XOBQA	Female	0	No	Yes	21	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	No	Mailed check	53.15	1183.2	No
766	6887	2511-ALLCS	Female	0	Yes	Yes	35	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.3	821.6	No
767	3396	5578-NKCXI	Female	0	Yes	Yes	58	Yes	No	Fiber optic	Yes	Yes	No	No	Yes	Yes	One year	No	Credit card (automatic)	99.25	5846.65	No
768	4945	1223-UNPKS	Male	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	Two year	No	Mailed check	20.05	400	No
769	1203	9087-EYCPR	Female	0	No	No	60	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25	1505.05	No
770	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
771	4328	1101-SSWAG	Female	0	Yes	No	15	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	51.1	711.15	No
772	5907	0082-LDZUE	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	44.3	44.3	No
773	1575	2003-CKLOR	Male	0	No	No	66	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	No	Electronic check	99.5	6710.5	Yes
774	2900	0679-IDSTG	Female	1	Yes	Yes	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.25	69.25	Yes
775	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
776	3047	1550-LOAHA	Female	0	Yes	No	32	Yes	No	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	No	Bank transfer (automatic)	84.15	2585.95	Yes
777	3131	8336-TAVKX	Female	1	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	No	Bank transfer (automatic)	78.45	5682.25	No
778	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
779	4072	2688-BHGOG	Male	1	No	No	9	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	79.55	718.55	No
780	2173	2038-OEQZH	Male	0	No	No	4	Yes	No	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	No	Electronic check	86.05	308.1	No
781	90	4767-HZZHQ	Male	0	Yes	Yes	30	Yes	No	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	No	Bank transfer (automatic)	82.05	2570.2	No
782	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
783	5487	5519-TEEUH	Male	0	No	Yes	33	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	20.15	682.15	No
784	4383	1088-CNNKB	Male	0	Yes	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	One year	No	Credit card (automatic)	80	5040.2	No
785	2252	1813-JLKWR	Female	0	Yes	Yes	64	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	19.8	1336.65	No
786	6696	4566-NECEV	Male	0	No	No	5	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	No	Electronic check	96.55	500.1	No
787	624	1009-IRMNA	Female	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	20	137.6	Yes
788	69	7410-OIEDU	Male	0	No	No	10	Yes	No	Fiber optic	Yes	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	79.85	887.35	No
789	889	7549-MYGPK	Female	0	Yes	Yes	63	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	100.55	6215.35	Yes
790	4845	0056-EPFBG	Male	0	Yes	Yes	20	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	Two year	Yes	Credit card (automatic)	39.4	825.4	No
791	5340	5032-USPKF	Female	0	No	No	38	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	One year	No	Bank transfer (automatic)	84.1	3187.65	No
792	5274	6723-WSNTY	Female	1	Yes	No	66	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	108.1	7181.95	No
793	6868	1195-OIYEJ	Male	0	No	No	13	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	91.1	1135.7	Yes
794	3921	7964-YESJC	Female	0	Yes	No	24	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	No	Mailed check	66.3	1559.45	No
795	5072	5995-SNNEW	Male	1	Yes	No	23	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	104.45	2184.85	No
796	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
797	877	7876-AEHIG	Female	0	No	Yes	51	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	One year	No	Bank transfer (automatic)	60.15	3077	No
798	6806	4933-BSAIP	Female	0	Yes	No	40	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.1	780.1	No
799	6575	2978-XXSOG	Female	0	No	No	22	Yes	Yes	DSL	Yes	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	59.05	1253.5	No
800	2462	2585-KTFRE	Male	0	No	Yes	1	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	70.45	70.45	No
801	293	4847-TAJYI	Female	1	No	No	6	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	89.35	567.8	No
802	5446	6141-OOXUQ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.65	19.65	Yes
803	3091	8189-DUKMV	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	One year	No	Bank transfer (automatic)	20.5	79.05	No
804	445	7752-XUSCI	Female	0	No	No	60	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.9	6396.45	Yes
805	4020	4334-HOWRP	Male	1	Yes	No	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	64.95	4546	No
806	1961	4445-KWOKW	Female	0	No	No	42	Yes	Yes	DSL	Yes	Yes	No	No	No	No	One year	Yes	Bank transfer (automatic)	60.15	2421.6	No
807	2846	0541-FITGH	Female	0	Yes	No	2	Yes	No	DSL	Yes	No	No	No	No	Yes	Month-to-month	Yes	Mailed check	62.15	113.1	No
808	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
809	1880	6474-FVJLC	Male	0	No	No	2	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	86	165.45	Yes
810	5186	3776-EKTKM	Female	1	No	No	1	No	No phone service	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	36.45	36.45	Yes
811	4690	7036-ZZKBD	Male	0	Yes	No	31	Yes	No	DSL	No	No	Yes	Yes	No	Yes	Month-to-month	Yes	Credit card (automatic)	66.4	2019.8	No
812	3570	6696-YDAYZ	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	Two year	No	Mailed check	20.5	290.55	No
813	4917	6040-CGACY	Female	0	No	No	15	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.6	299.4	No
814	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
815	5213	7668-XCFYV	Female	1	Yes	No	17	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	92.55	1614.7	No
816	5030	6101-IMRMM	Male	0	No	Yes	6	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	No	Mailed check	94.5	575.45	Yes
817	4922	7839-NUIAA	Female	0	Yes	Yes	61	Yes	Yes	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Electronic check	59.8	3641.5	No
818	367	7302-ZHMHP	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	19.15	19.15	No
819	5243	7661-CPURM	Male	0	No	No	19	Yes	No	Fiber optic	No	No	No	Yes	No	Yes	One year	Yes	Credit card (automatic)	87.7	1725.95	No
820	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
821	2540	7055-JCGNI	Female	0	No	No	70	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	111.95	7795.95	No
822	6316	8946-BFWSG	Male	0	Yes	Yes	63	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.25	1573.05	No
823	3392	7636-PEPNS	Female	0	Yes	Yes	58	Yes	No	DSL	No	No	No	No	No	No	One year	Yes	Mailed check	44.1	2413.05	No
824	6923	7619-PLRLP	Female	0	Yes	No	53	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	One year	No	Bank transfer (automatic)	74.1	3833.95	No
825	6455	2478-EEWWM	Male	0	Yes	No	59	No	No phone service	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	44.3	2666.75	No
826	4684	6305-YLBMM	Male	0	No	No	69	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	104.05	7262	Yes
827	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
828	3279	6064-PUPMC	Male	0	Yes	Yes	23	Yes	No	DSL	Yes	No	No	Yes	No	No	One year	No	Credit card (automatic)	57.2	1423.35	No
829	3720	1097-FSPVW	Female	0	No	No	42	Yes	No	DSL	Yes	No	Yes	No	No	No	Month-to-month	No	Credit card (automatic)	54.55	2455.05	No
830	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
831	4965	9239-ZBZZV	Female	0	No	No	6	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	47.95	305.1	Yes
832	4581	9084-OAYKL	Male	0	No	No	58	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.8	1212.25	No
833	3871	5299-SJCZT	Male	0	No	No	3	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	101.55	298.35	Yes
834	5020	5231-FIQPA	Female	0	No	No	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	19.85	810.45	No
835	1186	7670-ZBPOQ	Female	0	Yes	No	58	Yes	Yes	DSL	Yes	No	No	Yes	No	No	One year	Yes	Bank transfer (automatic)	61.05	3478.75	No
836	3428	8749-JMNKX	Male	1	Yes	No	51	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	93.8	4750.95	Yes
837	5004	2067-QYTCF	Female	0	Yes	No	64	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	111.15	6953.4	No
838	3866	3129-AAQOU	Female	0	Yes	Yes	19	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.6	485.9	No
839	6827	1036-GUDCL	Male	0	Yes	Yes	60	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	79.05	4663.4	No
840	5349	5375-XLDOF	Male	0	Yes	Yes	69	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	114.35	7665.8	No
841	6888	3191-CSNMG	Female	0	Yes	Yes	3	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	80.7	239.45	No
842	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	655.5	Yes
843	1858	7517-SAWMO	Female	0	Yes	No	19	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	73.2	1441.1	Yes
844	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
845	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
846	1383	3334-CTHOL	Female	0	No	No	1	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	49.95	49.95	Yes
847	915	6513-EECDB	Male	1	Yes	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	73.55	73.55	Yes
848	1305	4945-RVMTE	Female	0	No	No	28	Yes	No	DSL	No	No	Yes	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	59.55	1646.45	No
849	6682	9589-ABEPT	Male	0	Yes	No	69	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	No	Two year	Yes	Mailed check	92.45	6460.55	No
850	3098	4248-HCETZ	Male	1	Yes	No	30	Yes	No	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Mailed check	79.65	2365.15	Yes
851	4983	1862-SKORY	Female	1	Yes	No	40	No	No phone service	DSL	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	39.3	1637.4	Yes
852	509	1135-LMECX	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.85	19.85	No
853	5894	7881-INRLC	Male	0	No	No	45	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	100.85	4740	Yes
854	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
855	6049	7634-HLQJR	Female	0	Yes	Yes	47	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.05	1016.7	No
856	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	40.9	No
857	5799	8066-POXGX	Female	0	No	No	13	No	No phone service	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	35.1	446.1	Yes
858	6022	5025-GOOKI	Female	0	No	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Credit card (automatic)	18.9	347.65	No
859	748	6425-JWTDV	Male	0	Yes	No	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.25	855.1	No
860	2304	8402-EIVQS	Male	0	Yes	No	67	Yes	No	Fiber optic	Yes	Yes	No	No	Yes	Yes	One year	Yes	Credit card (automatic)	100.9	6733.15	No
861	4076	1325-USMEC	Male	0	Yes	No	70	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	No	Two year	Yes	Credit card (automatic)	99.35	6944.5	No
862	5410	4049-ZPALD	Female	0	Yes	No	64	Yes	No	Fiber optic	Yes	No	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	99	6375.8	No
863	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
864	1611	1971-DTCZB	Female	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	90.95	6468.6	No
865	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
866	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	1288.3	No
867	2673	8429-XIBUM	Male	0	No	No	22	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	101.35	2317.1	Yes
868	2499	6061-GWWAV	Male	0	No	Yes	41	Yes	No	DSL	Yes	Yes	Yes	No	Yes	No	One year	No	Mailed check	70.2	2894.55	No
869	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
870	5200	6050-IJRHS	Female	0	Yes	Yes	70	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	106.5	7397	No
871	5096	0363-SVHYR	Male	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	86.85	6263.8	No
872	2680	6997-UVGOX	Male	0	Yes	Yes	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	85.45	6029.9	No
873	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
874	471	3583-EKAPL	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	55	55	Yes
875	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
876	7013	1685-BQULA	Female	0	No	No	40	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	93.4	3756.4	No
877	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
878	4602	1240-HCBOH	Female	0	No	No	67	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	26.1	1759.55	No
879	5873	2122-YWVYA	Female	0	No	No	18	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.4	1380.4	No
880	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
881	3815	9306-CPCBC	Female	0	No	No	3	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.25	210.3	Yes
882	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
883	5329	2894-QOJRX	Female	0	Yes	No	25	No	No phone service	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	34	853	Yes
884	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
885	5785	0506-YLVKJ	Male	0	Yes	Yes	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	20.2	917.45	No
886	1773	2007-QVGAW	Female	0	Yes	Yes	68	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	19.35	1292.65	No
887	3307	0253-ZTEOB	Female	0	Yes	Yes	48	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	Two year	No	Electronic check	79.65	3870.3	No
888	251	4629-NRXKX	Female	0	Yes	Yes	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	70.4	147.15	Yes
889	1209	8268-YDIXR	Male	0	Yes	No	56	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	One year	Yes	Electronic check	93.15	5253.95	No
890	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
891	3885	4090-KPJIP	Female	0	No	No	3	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.95	212.4	No
892	2937	5312-IRCFR	Female	0	Yes	Yes	64	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	One year	Yes	Electronic check	92.85	5980.75	No
893	3071	9224-VTYID	Male	0	Yes	Yes	47	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Mailed check	90.5	4318.35	No
894	4605	3796-ENZGF	Male	0	Yes	No	63	Yes	Yes	DSL	No	Yes	No	Yes	No	Yes	Two year	No	Mailed check	67.25	4234.15	No
895	1128	0098-BOWSO	Male	0	No	No	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Electronic check	19.4	529.8	No
896	2890	1732-VHUBQ	Female	1	Yes	Yes	47	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	70.55	3309.25	Yes
897	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
898	1593	0620-XEFWH	Male	0	Yes	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	18.85	84.2	No
899	2603	0164-APGRB	Female	0	No	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	114.9	8496.7	No
900	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
901	57	5067-XJQFU	Male	1	Yes	Yes	66	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	108.45	7076.35	No
902	1699	6223-DHJGV	Female	0	No	No	42	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	20.65	958.1	No
903	1322	0114-RSRRW	Female	0	Yes	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Bank transfer (automatic)	19.95	187.75	No
904	176	2656-FMOKZ	Female	1	No	No	15	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	74.45	1145.7	Yes
905	3182	6568-POCUI	Female	0	Yes	No	45	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	95.2	4285.8	No
906	6116	7445-WMRBW	Female	0	No	No	48	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	One year	Yes	Bank transfer (automatic)	73.85	3581.4	No
907	2995	2209-XADXF	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	25.25	25.25	No
908	6997	2523-EWWZL	Female	0	Yes	No	27	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	76.1	2093.4	No
909	6155	4903-UYAVB	Male	0	Yes	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	19.35	126.05	Yes
910	292	2294-SALNE	Male	0	Yes	Yes	23	Yes	No	Fiber optic	No	Yes	Yes	Yes	No	No	One year	No	Mailed check	86.8	1940.8	No
911	1142	2460-NGXBJ	Male	1	Yes	Yes	11	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	75.2	775.3	No
912	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
913	3728	6352-GIGGQ	Male	0	No	No	67	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	88.8	5903.15	No
914	183	5524-KHNJP	Male	0	Yes	Yes	33	Yes	No	DSL	Yes	No	Yes	No	Yes	Yes	One year	No	Credit card (automatic)	74.75	2453.3	No
915	1170	9127-FHJBZ	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	114	8093.15	No
916	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
917	5649	6147-CBCRA	Female	0	Yes	No	33	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	669.45	No
918	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
919	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	1237.85	Yes
920	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
921	3523	0378-CJKPV	Female	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	112.1	7965.95	No
922	1086	8999-BOHSE	Female	1	No	No	11	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	89.7	1047.7	Yes
923	2781	5533-NHFRF	Male	1	No	No	7	No	No phone service	DSL	No	Yes	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	44.4	265.8	No
924	4112	6627-CFOSN	Female	0	No	No	59	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	99.45	5623.7	No
925	1172	1641-RQDAY	Female	1	Yes	Yes	32	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.4	3217.65	No
926	2470	2143-LJULT	Female	0	Yes	No	67	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	25.25	1733.15	No
927	3661	1142-IHLOO	Female	0	No	No	51	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	One year	No	Credit card (automatic)	87.55	4475.9	No
928	2166	2931-VUVJN	Female	1	Yes	No	59	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	No	One year	Yes	Electronic check	94.05	5483.9	No
929	5761	1116-FRYVH	Female	0	Yes	Yes	48	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	Two year	No	Mailed check	39.4	1978.65	No
930	2133	8051-HJRLT	Female	1	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.55	70.55	Yes
931	7005	9347-AERRL	Male	0	Yes	No	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.3	486.2	No
932	4458	2037-SGXHH	Male	0	Yes	Yes	38	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	94.65	3624.3	Yes
933	4731	8748-HFWBO	Male	0	Yes	Yes	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.9	357.7	No
934	2589	7576-OYWBN	Male	1	No	No	3	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	76.05	231.8	Yes
935	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
936	2183	6844-DZKRF	Male	0	No	No	2	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	50.2	109.25	No
937	3114	0867-LDTTC	Male	0	No	No	5	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	75.15	392.65	No
938	1956	0019-EFAEP	Female	0	No	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	No	Two year	Yes	Bank transfer (automatic)	101.3	7261.25	No
939	613	6689-VRRTK	Female	1	No	No	44	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	109.8	4860.35	No
940	3528	2332-EFBJY	Male	0	No	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.7	342.4	Yes
941	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
942	6878	2990-HWIML	Female	0	No	No	6	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	89.5	573.3	Yes
943	3734	7134-HBPBS	Female	1	No	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	108.1	7774.05	No
944	1430	6510-UPNKS	Female	0	No	No	23	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	24.8	615.35	No
945	4815	9565-JSNFM	Male	0	No	No	38	Yes	No	Fiber optic	No	No	No	No	No	No	One year	Yes	Bank transfer (automatic)	70.45	2597.6	Yes
946	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
947	1748	8540-ZQGEA	Female	0	Yes	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	Credit card (automatic)	20.05	1102.4	No
948	6347	7718-RXDGG	Male	0	Yes	No	15	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	68.6	1108.6	No
949	505	5609-CEBID	Female	1	No	No	20	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	94.1	1782.4	Yes
950	415	7916-VCCPB	Female	0	Yes	Yes	16	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	73.25	1195.75	No
951	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
952	272	6366-ZGQGL	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	24.8	24.8	Yes
953	2942	5310-NOOVA	Male	0	No	No	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Electronic check	19.95	907.05	No
954	1706	0727-BNRLG	Male	0	No	No	69	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	No	Two year	Yes	Credit card (automatic)	97.65	6743.55	No
955	5901	6172-FECYY	Male	0	Yes	Yes	49	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	84.5	4254.85	Yes
956	4557	5944-UGLLK	Male	0	No	No	53	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	One year	No	Credit card (automatic)	54.9	3045.75	No
957	2807	1015-JPFYW	Male	0	No	Yes	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.45	136.75	No
958	6142	3982-XWFZQ	Female	0	Yes	No	42	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	50.25	2203.65	Yes
959	5887	4316-XCSLJ	Male	0	No	Yes	17	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Mailed check	50.3	846.8	No
960	2441	9050-IKDZA	Female	1	No	No	2	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Mailed check	81.5	162.55	No
961	106	6728-DKUCO	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	Yes	One year	Yes	Electronic check	104.15	7303.05	No
962	1344	0536-BGFMZ	Female	0	Yes	No	28	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	563.05	No
963	6811	8992-JQYUN	Male	0	Yes	No	1	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	50.35	50.35	Yes
964	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
965	6722	5481-NTDOH	Female	1	Yes	No	67	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	107.05	7142.5	No
966	3349	0897-FEGMU	Female	0	Yes	No	11	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.5	1056.95	Yes
967	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
968	952	8467-WYNSR	Male	0	No	No	22	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Mailed check	55.1	1253.15	No
969	5833	4976-LNFVV	Male	1	Yes	No	19	No	No phone service	DSL	No	Yes	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	34.3	577.15	No
970	2586	1051-EQPZR	Female	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	Month-to-month	No	Mailed check	19.6	780.25	No
971	2417	4307-KWMXE	Male	0	No	No	10	No	No phone service	DSL	No	Yes	No	Yes	No	No	Month-to-month	No	Electronic check	35.75	389.8	No
972	1504	1769-GRUIK	Female	0	No	No	18	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	71.1	1247.75	No
973	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
974	7003	4501-VCPFK	Male	0	No	No	26	No	No phone service	DSL	No	No	Yes	Yes	No	No	Month-to-month	No	Electronic check	35.75	1022.5	No
975	3849	5089-IFSDP	Female	0	Yes	No	58	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	109.45	6144.55	Yes
976	6080	9526-BIHHD	Male	0	No	No	1	No	No phone service	DSL	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	29.7	29.7	Yes
977	4812	5174-RNGBH	Female	0	No	No	9	Yes	No	DSL	No	Yes	No	Yes	Yes	No	Month-to-month	No	Mailed check	66.25	620.55	Yes
978	1121	3696-XRIEN	Female	0	No	No	50	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	82.5	4179.1	No
979	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
980	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
981	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
982	1024	7147-AYBAA	Male	0	No	No	37	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	70.35	2552.9	No
983	5696	0156-FVPTA	Male	0	Yes	No	22	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	54.2	1152.7	Yes
984	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
985	5506	8048-DSDFQ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.2	20.2	No
986	4252	5939-XAIXZ	Female	0	No	No	19	Yes	Yes	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	56.1	1033.9	No
987	2795	0709-TVGUR	Female	1	No	No	9	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.55	622.9	Yes
988	416	4686-GEFRM	Male	0	Yes	No	70	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	Yes	Two year	Yes	Bank transfer (automatic)	98.7	6858.9	No
989	2827	1845-ZLLIG	Male	0	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	50.15	50.15	No
990	4828	8350-NYMVI	Female	0	No	No	39	No	No phone service	DSL	No	Yes	Yes	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	41.1	1597.05	No
991	2629	5028-GZLDO	Male	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	70.7	140.7	Yes
992	3341	1125-SNVCK	Female	1	No	No	49	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	43.8	2106.05	No
993	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
994	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
995	142	1095-WGNGG	Female	0	Yes	No	61	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	101.05	5971.25	No
996	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
997	2271	0093-EXYQL	Female	1	No	No	40	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	91.55	3673.6	No
998	2531	3612-YVGSJ	Female	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	24.45	1681.6	No
999	2004	8565-CLBZW	Male	0	No	No	24	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Mailed check	89.85	2165.05	Yes
1000	1194	8967-SZQAS	Female	0	No	No	14	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	50.45	765.45	No
1001	6965	7789-CRUVC	Female	1	Yes	No	61	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	94.2	5895.45	No
1002	1756	0134-XWXCE	Female	1	No	No	44	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	One year	No	Bank transfer (automatic)	74.85	3268.05	No
1003	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
1004	3477	7801-KICAO	Female	0	No	No	18	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.15	1345.75	No
1005	6885	7603-USHJS	Male	0	No	Yes	12	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	73.75	871.4	Yes
1006	3315	9659-ZTWSM	Male	1	Yes	No	66	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	107.35	7051.95	No
1007	721	8434-VGEQQ	Male	0	Yes	Yes	61	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.55	1305.95	No
1008	5118	7621-VPNET	Female	0	Yes	No	42	Yes	Yes	Fiber optic	No	No	Yes	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	85.9	3729.75	No
1009	3859	1732-FEKLD	Female	0	No	No	54	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	One year	Yes	Bank transfer (automatic)	94.75	5121.75	No
1010	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
1011	6637	1122-YJBCS	Male	0	Yes	No	69	Yes	No	DSL	Yes	Yes	No	No	No	No	One year	Yes	Credit card (automatic)	53.65	3804.4	No
1012	1520	6184-DYUOB	Female	0	Yes	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.6	55.25	No
1013	4482	6711-FLDFB	Female	0	No	No	7	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.9	541.15	Yes
1014	3770	5821-MMEIL	Female	0	Yes	No	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.9	1115.6	No
1015	3006	9685-WKZGT	Male	1	No	No	14	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.95	1036.75	Yes
1016	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
1017	5673	6260-XLACS	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.7	117.8	No
1018	108	8597-CWYHH	Male	0	No	No	43	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	One year	No	Mailed check	94.35	3921.3	No
1019	1754	3658-QQJYD	Male	0	No	No	62	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	One year	Yes	Credit card (automatic)	74.3	4698.05	No
1020	6741	2180-DXNEG	Female	0	No	No	12	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	96	1062.1	Yes
1021	1351	7266-GSSJX	Male	0	Yes	Yes	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Electronic check	20.45	250.8	No
1022	6110	5438-QMDDL	Female	0	Yes	No	19	Yes	No	DSL	No	Yes	No	No	No	Yes	Month-to-month	Yes	Mailed check	59.8	1130.85	No
1023	4888	4393-RYCRE	Male	0	No	No	44	Yes	No	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	106.05	4510.8	No
1024	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
1025	1973	9675-ICXCT	Male	0	Yes	Yes	72	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	80.8	5728.55	No
1026	336	6680-NENYN	Female	0	No	No	43	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Electronic check	104.6	4759.85	Yes
1027	4941	1449-XQEMT	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.8	58.15	Yes
1028	6201	6458-CYIDZ	Female	1	No	No	5	Yes	No	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	No	Electronic check	80.7	374.8	No
1029	3139	1142-WACZW	Male	0	No	No	2	No	No phone service	DSL	No	No	No	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	29.85	75.6	Yes
1030	5614	3301-VKTGC	Male	0	Yes	Yes	68	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	No	One year	Yes	Bank transfer (automatic)	85.5	5696.6	No
1031	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
1032	765	4718-DHSMV	Female	0	No	No	11	No	No phone service	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Mailed check	35.8	363.15	No
1033	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
1034	3783	1469-LBJQJ	Female	0	Yes	No	66	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.2	6936.85	No
1035	307	4115-BNPJY	Male	0	Yes	Yes	29	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	Two year	No	Mailed check	75.55	2054.4	No
1036	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
1037	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
1038	3846	1767-TGTKO	Female	0	Yes	Yes	8	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	45.45	411.75	No
1039	5720	2325-WINES	Female	0	No	No	32	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	104.05	3416.85	No
1040	2550	8129-GMVGI	Female	0	Yes	Yes	56	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.05	1090.1	No
1041	6379	0940-OUQEC	Male	0	No	No	10	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	80.7	788.8	Yes
1042	1791	2348-KCJLT	Female	0	Yes	No	44	Yes	No	DSL	Yes	Yes	Yes	No	No	No	One year	Yes	Mailed check	61.5	2722.2	No
1043	3245	0461-CVKMU	Female	0	Yes	Yes	23	Yes	No	Fiber optic	No	Yes	Yes	Yes	No	No	Month-to-month	No	Electronic check	83.8	1900.25	Yes
1044	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
1045	5729	4072-IPYLT	Female	0	Yes	Yes	36	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	51.05	1815	No
1046	2053	6173-ITPWD	Male	0	Yes	No	47	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	83.35	4065	Yes
1047	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
1048	71	0731-EBJQB	Female	0	Yes	Yes	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Electronic check	20.4	1090.65	No
1049	4903	7330-WZLNC	Female	0	No	No	5	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	90.8	455.5	Yes
1050	3210	9055-MOJJJ	Female	0	Yes	Yes	64	Yes	No	DSL	Yes	No	No	Yes	Yes	No	One year	No	Mailed check	65.8	4068	No
1051	1260	9992-UJOEL	Male	0	No	No	2	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	50.3	92.75	No
1052	1666	8388-DMKAE	Female	0	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.25	174.65	No
1053	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
1054	6377	7851-FLGGQ	Male	0	No	No	1	No	No phone service	DSL	No	Yes	No	Yes	No	Yes	Month-to-month	Yes	Mailed check	44.65	44.65	Yes
1055	5500	7139-JZFVG	Male	0	Yes	Yes	60	Yes	No	DSL	Yes	Yes	Yes	No	No	No	Two year	No	Bank transfer (automatic)	60.5	3694.45	No
1056	2392	3771-PZOBW	Male	0	No	No	20	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	90.7	1781.35	No
1057	6705	3733-ZEECP	Male	0	Yes	Yes	22	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	51.1	1232.9	No
1058	1695	4906-ZHGPK	Male	0	Yes	Yes	54	Yes	Yes	DSL	No	Yes	No	Yes	Yes	No	One year	Yes	Electronic check	70.7	3770	No
1059	1095	7439-DKZTW	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	80.55	80.55	No
1060	3889	2592-HODOV	Male	0	No	No	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.3	259.65	No
1061	3667	7826-VVKWT	Female	1	Yes	Yes	24	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Two year	Yes	Electronic check	96.55	2263.45	No
1062	2902	1658-TJVOA	Female	1	No	No	6	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.1	450.9	No
1063	1630	2439-LYPMQ	Male	1	Yes	No	38	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	102.6	4009.2	No
1064	4294	7596-LDUXP	Female	0	No	No	12	Yes	No	Fiber optic	Yes	No	No	No	Yes	No	One year	Yes	Credit card (automatic)	85.15	979.05	No
1065	1881	4524-QCSSM	Male	0	No	No	26	No	No phone service	DSL	Yes	Yes	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	44.65	1156.55	No
1066	4710	7816-VGHTO	Female	0	Yes	Yes	6	No	No phone service	DSL	No	Yes	Yes	Yes	No	No	Two year	No	Mailed check	40.55	217.5	No
1067	1612	3092-IGHWF	Male	0	Yes	Yes	67	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	One year	No	Electronic check	87.4	5918.8	Yes
1068	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
1069	6252	9074-KGVOX	Male	0	Yes	Yes	50	No	No phone service	DSL	Yes	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	39.45	2021.35	No
1070	4993	5360-XGYAZ	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	65.65	4664.5	No
1071	2578	0354-WYROK	Female	1	Yes	Yes	31	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	98.9	2911.3	Yes
1072	848	9778-OGKQZ	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	92	6782.15	No
1073	2916	4139-JPIAM	Male	0	No	No	51	No	No phone service	DSL	Yes	No	No	Yes	No	Yes	Month-to-month	Yes	Credit card (automatic)	44.45	2181.55	No
1074	4010	3727-JEZTU	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	20.4	20.4	No
1075	3912	3882-IYOIJ	Female	0	Yes	Yes	60	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	115.25	6758.45	No
1076	2154	4335-UPJSI	Female	0	No	Yes	24	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.75	498.1	No
1077	47	7760-OYPDY	Female	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	80.65	144.15	Yes
1078	3303	7786-WBJYI	Female	0	No	No	4	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	77.95	305.55	Yes
1079	1350	4102-HLENU	Female	0	Yes	No	67	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	Two year	No	Mailed check	65.65	4322.85	No
1080	5321	7718-UPSKJ	Female	0	Yes	No	69	Yes	No	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	106.4	7251.9	No
1081	446	4110-PFEUZ	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Mailed check	69.55	69.55	Yes
1082	1743	3768-VHXQO	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)	24.85	1583.5	No
1083	844	3027-ZTDHO	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	89.9	89.9	Yes
1084	6138	4833-QTJNO	Male	1	Yes	No	67	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	83.85	5588.8	No
1085	2418	0141-YEAYS	Female	1	No	No	27	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	86.45	2401.05	No
1086	3742	9822-WMWVG	Female	0	No	No	41	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Electronic check	106.5	4282.4	No
1087	3535	3612-YUNGG	Male	0	Yes	Yes	64	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	109.2	6741.15	No
1088	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
1089	1294	5027-XWQHA	Male	0	No	No	6	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	44.75	270.95	Yes
1090	2972	9443-JUBUO	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	65.25	4478.85	No
1091	3834	2325-ZUSFD	Female	0	Yes	Yes	57	Yes	No	DSL	Yes	No	No	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	70.1	3913.3	Yes
1092	6577	6953-PBDIN	Male	0	Yes	No	70	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	Two year	No	Bank transfer (automatic)	72.95	5265.55	No
1093	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
1094	5553	6629-CZTTH	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Mailed check	55.7	55.7	Yes
1095	1112	2176-LVPNX	Female	1	No	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Mailed check	89.85	6293.45	No
1096	776	9505-SQFSW	Female	0	Yes	Yes	3	No	No phone service	DSL	No	Yes	No	No	No	Yes	Month-to-month	No	Mailed check	40.3	92.5	No
1097	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
1098	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
1099	4778	7608-RGIRO	Male	0	No	Yes	62	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	24.4	1413	No
1100	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
1101	6742	1960-UOTYM	Male	0	Yes	Yes	52	Yes	No	DSL	Yes	Yes	Yes	No	Yes	Yes	Two year	No	Electronic check	79.2	4016.3	No
1102	4827	9560-ARGQJ	Female	0	No	Yes	16	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	81	1312.15	Yes
1103	3413	5294-DMSFH	Female	0	Yes	Yes	29	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	87.8	2621.75	No
1104	1851	2485-ITVKB	Female	0	Yes	No	2	No	No phone service	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	35.1	68.75	Yes
1105	1963	7967-HYCDE	Male	0	No	No	8	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	70.7	553.4	No
1106	2288	2135-DQWAQ	Female	0	No	No	5	Yes	No	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Mailed check	85.3	420.45	No
1107	3933	5396-IZEPB	Male	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	19.7	180.7	No
1108	3007	6022-UGGSO	Female	1	No	No	32	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	74.4	2276.95	Yes
1109	485	7971-HLVXI	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Two year	Yes	Credit card (automatic)	84.5	6130.85	No
1110	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
1111	4680	1986-PHGZF	Male	1	No	No	18	Yes	Yes	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	58.4	964.9	No
1112	5394	5118-MUEYH	Female	0	Yes	No	48	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	105.1	5083.55	No
1113	30	3841-NFECX	Female	1	Yes	No	71	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	No	Two year	Yes	Credit card (automatic)	96.35	6766.95	No
1114	1879	3494-JCHRQ	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.05	70.05	Yes
1115	2684	5440-VHLUL	Male	0	No	No	69	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	105.2	7386.05	No
1116	4727	3154-HMWUU	Male	0	Yes	No	60	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	20.5	1198.8	No
1117	6509	0616-ATFGB	Male	1	Yes	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	25.05	25.05	Yes
1118	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	49	No
1119	4803	3717-LNXKW	Male	0	Yes	No	38	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	No	Month-to-month	No	Bank transfer (automatic)	91.7	3479.05	No
1120	3298	1336-EZFZY	Female	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.05	83.3	No
1121	636	7954-MLBUN	Male	0	No	No	31	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	99.45	3109.9	No
1122	5543	6646-JPPHA	Female	1	No	No	14	Yes	No	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	No	Electronic check	78.85	1043.8	No
1123	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
1124	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
1125	861	9777-IQHWP	Male	0	Yes	Yes	64	Yes	Yes	Fiber optic	Yes	No	Yes	No	No	Yes	Two year	No	Bank transfer (automatic)	93.4	5822.3	No
1126	3195	0570-BFQHT	Female	0	No	No	9	Yes	No	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	No	Electronic check	80.55	653.9	No
1127	903	5285-MVEHD	Female	0	Yes	No	56	Yes	No	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	105.6	6068.65	No
1128	2845	9093-FPDLG	Female	0	No	No	11	Yes	No	Fiber optic	No	Yes	Yes	Yes	No	Yes	Month-to-month	Yes	Electronic check	94.2	999.9	No
1129	109	2848-YXSMW	Male	0	Yes	Yes	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.4	1363.25	No
1130	6774	0970-QXPXW	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.65	19.65	No
1131	3751	2522-AHJXR	Male	0	Yes	No	60	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	109.45	6572.85	No
1132	3620	9373-WSLOY	Male	1	Yes	No	33	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Electronic check	50	1750.85	No
1133	2338	4277-BWBML	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)	19.95	1322.85	No
1134	5913	6156-UZDLF	Female	0	No	No	26	Yes	No	Fiber optic	Yes	No	Yes	Yes	No	No	One year	Yes	Credit card (automatic)	87.15	2274.1	No
1135	4538	0378-TOVMS	Female	0	No	No	3	Yes	No	Fiber optic	No	No	No	Yes	No	Yes	Month-to-month	No	Electronic check	85.8	272.2	Yes
1136	4915	2436-QBZFP	Female	0	Yes	Yes	22	No	No phone service	DSL	No	Yes	No	No	Yes	No	Month-to-month	No	Electronic check	39.2	849.9	No
1137	1831	3402-XRIUO	Female	1	Yes	No	22	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	Month-to-month	Yes	Mailed check	63.55	1381.8	No
1138	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
1139	782	0285-INHLN	Male	0	Yes	Yes	27	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	54.75	1510.3	No
1140	6877	4501-EQDRN	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	69.7	69.7	Yes
1141	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
1142	6708	2272-QAGFO	Female	1	No	No	14	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.3	1096.25	Yes
1143	2862	5027-QPKTE	Male	0	Yes	No	7	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.35	451.1	Yes
1144	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
1145	1094	1338-CECEE	Male	0	Yes	Yes	41	Yes	Yes	DSL	No	Yes	Yes	No	Yes	No	One year	No	Bank transfer (automatic)	68.5	2839.95	No
1146	4928	2718-GAXQD	Female	1	Yes	Yes	4	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	46	181.6	Yes
1147	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
1148	2619	3336-JORSO	Female	1	No	No	33	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	110.45	3655.45	Yes
1149	4262	5485-WUYWF	Male	1	No	No	2	Yes	No	DSL	Yes	No	Yes	No	Yes	No	Month-to-month	No	Bank transfer (automatic)	66.4	94.55	Yes
1150	3980	8868-WOZGU	Male	0	No	No	28	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.7	2979.5	Yes
1151	5436	7246-ZGQDF	Female	0	No	Yes	1	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Electronic check	54.5	54.5	No
1152	1654	2967-MXRAV	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	18.8	18.8	No
1153	5860	4512-ZUIYL	Female	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	70	153.05	Yes
1154	7041	8361-LTMKD	Male	1	Yes	No	4	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	74.4	306.6	Yes
1155	4567	2697-NQBPF	Male	0	No	No	34	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	105.35	3540.65	No
1156	3836	6872-HXFNF	Female	0	Yes	No	64	Yes	Yes	DSL	No	No	Yes	Yes	No	No	One year	No	Bank transfer (automatic)	58.35	3756.45	No
1157	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
1158	6224	2330-PQGDQ	Male	0	Yes	Yes	51	Yes	Yes	Fiber optic	No	Yes	No	Yes	No	No	One year	No	Bank transfer (automatic)	84.2	4299.75	No
1159	4385	1930-BZLHI	Male	0	No	No	21	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	20.35	422.7	No
1160	6421	2999-AANRQ	Female	0	No	No	21	Yes	No	DSL	Yes	Yes	No	Yes	Yes	No	Two year	No	Credit card (automatic)	71.05	1524.85	No
1161	2457	5198-EFNBM	Male	1	Yes	No	57	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	No	One year	Yes	Electronic check	90.65	5199.8	No
1162	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
1163	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
1164	1204	6791-YBNAK	Male	0	Yes	Yes	18	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	25.55	467.85	No
1165	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
1166	2648	6131-FOYAS	Male	0	No	No	35	Yes	Yes	DSL	Yes	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	59.6	2094.9	No
1167	4655	5985-TBABQ	Female	0	No	No	32	Yes	Yes	DSL	Yes	No	No	No	Yes	Yes	One year	No	Mailed check	74.75	2282.95	No
1168	5425	4998-IKFSE	Female	0	No	No	30	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	No	Electronic check	100.45	3096.9	No
1169	4674	0980-FEXWF	Male	0	Yes	Yes	26	Yes	No	DSL	No	No	Yes	No	No	No	One year	No	Mailed check	50.35	1285.8	No
1170	7004	6075-SLNIL	Male	0	No	No	38	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	95.1	3691.2	No
1171	1770	7279-BUYWN	Female	1	No	No	41	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	113.2	4689.5	Yes
1172	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
1173	7031	3605-JISKB	Male	1	Yes	No	55	Yes	Yes	DSL	Yes	Yes	No	No	No	No	One year	No	Credit card (automatic)	60	3316.1	No
1174	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	5438.95	No
1175	627	6797-UCJHZ	Female	1	Yes	No	66	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	No	Credit card (automatic)	104.6	6819.45	No
1176	4125	2716-GFZOR	Male	0	Yes	No	43	Yes	No	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	86.1	3551.65	No
1177	925	5393-HJZSM	Female	0	Yes	Yes	32	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	Month-to-month	No	Bank transfer (automatic)	76.3	2404.15	No
1178	295	8203-XJZRC	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.25	20.25	No
1179	1052	7013-PSXHK	Female	0	No	No	40	Yes	Yes	DSL	No	No	Yes	Yes	Yes	Yes	One year	Yes	Mailed check	80.75	3208.65	No
1180	3688	5312-UXESG	Female	0	No	No	41	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	98.05	3990.6	No
1181	3563	6741-EGCBI	Male	1	No	No	30	Yes	Yes	Fiber optic	Yes	No	No	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	90.5	2595.85	No
1182	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
1183	944	6353-BRMMA	Female	0	Yes	Yes	54	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	104.1	5645.8	No
1184	5599	2344-JMOGN	Male	0	Yes	No	9	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Mailed check	94.85	890.6	Yes
1185	5839	2077-MPJQO	Male	1	Yes	No	7	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.4	533.05	No
1186	12	8091-TTVAX	Male	0	Yes	No	58	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	One year	No	Credit card (automatic)	100.35	5681.1	No
1187	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
1188	6087	8319-QBEHW	Male	0	No	Yes	26	No	No phone service	DSL	No	Yes	No	No	Yes	No	One year	Yes	Bank transfer (automatic)	39.95	1023.75	No
1189	5369	9860-LISIZ	Female	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	20.35	673.2	No
1190	3903	5206-XZZQI	Male	0	No	No	53	Yes	No	Fiber optic	No	Yes	No	Yes	No	No	Month-to-month	Yes	Mailed check	80.6	4348.1	No
1191	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
1192	1319	1725-MIMXW	Male	0	No	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.45	19.45	Yes
1193	3947	4324-AHJKS	Female	0	No	No	5	Yes	No	DSL	Yes	No	Yes	No	No	No	Month-to-month	No	Credit card (automatic)	55.8	300.4	No
1194	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
1195	6440	2809-ZMYOQ	Female	0	No	No	32	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	101.35	3334.9	No
1196	3213	4032-RMHCI	Female	0	Yes	Yes	41	No	No phone service	DSL	Yes	No	Yes	No	No	No	One year	No	Credit card (automatic)	35.4	1412.4	No
1197	6263	8409-WQJUX	Female	0	No	No	25	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	One year	No	Electronic check	54.2	1423.15	No
1198	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
1199	653	1140-UKVZG	Female	0	No	No	17	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	24.8	475.25	No
1200	3992	2987-BJXIK	Female	0	No	No	70	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	Two year	No	Mailed check	84.7	5991.05	No
1201	6409	3653-NCRDJ	Male	0	Yes	Yes	43	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	19.2	776.25	No
1202	3982	9365-CSLBQ	Male	0	No	Yes	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	24.35	1654.6	No
1203	2431	8263-JQAIK	Male	1	No	No	2	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	24.45	47.5	Yes
1204	6870	3452-SRFEG	Male	0	No	No	49	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	74.6	3720.35	No
1205	5527	5985-BEHZK	Female	1	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	No	Credit card (automatic)	105	7578.05	No
1206	3706	4993-JCRGJ	Male	0	No	No	26	Yes	Yes	Fiber optic	No	No	Yes	Yes	No	No	Month-to-month	Yes	Mailed check	84.3	2281.6	No
1207	2423	1133-KXCGE	Female	0	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.1	407.05	No
1208	6240	6521-YYTYI	Male	0	No	Yes	1	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	93.3	93.3	Yes
1209	2804	6158-DWPZT	Male	0	Yes	No	9	No	No phone service	DSL	No	No	No	No	No	No	One year	No	Bank transfer (automatic)	24.1	259.8	Yes
1210	4881	2305-MRGLV	Male	0	Yes	No	28	Yes	No	Fiber optic	No	No	No	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	76.55	2065.4	No
1211	570	7293-LSCDV	Female	0	Yes	Yes	60	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	19.25	1103.25	No
1212	1448	2958-NHPPS	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	Month-to-month	No	Electronic check	20.85	473.9	No
1213	4532	2154-KVJFF	Female	0	No	No	15	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	79.75	1111.85	Yes
1214	6651	2038-YSEZE	Female	0	No	No	29	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	Month-to-month	No	Mailed check	67.45	1801.1	No
1215	1745	2418-TPEUN	Female	0	Yes	Yes	56	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	19.8	1119.9	No
1216	3434	1877-HKBQX	Female	0	No	No	11	Yes	No	DSL	Yes	No	No	Yes	No	No	One year	Yes	Mailed check	54.6	617.85	No
1217	4420	1544-JJMYL	Male	0	No	No	27	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	One year	No	Credit card (automatic)	69.35	1927.3	No
1218	287	5583-SXDAG	Male	0	Yes	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	70	70	Yes
1219	1738	8646-JCOMS	Female	0	Yes	No	66	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	No	One year	Yes	Bank transfer (automatic)	90.55	6130.95	No
1220	6345	6048-QBXKL	Female	1	No	No	2	Yes	Yes	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	56.55	118.25	No
1221	6213	8999-EXMNO	Female	0	Yes	Yes	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.15	387.7	No
1222	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
1223	3832	4626-OZDTJ	Female	0	Yes	No	51	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	78.65	3950.85	No
1224	6092	4024-CSNBY	Female	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	No	Two year	Yes	Bank transfer (automatic)	94.25	6849.75	No
1225	3424	4112-LUEIZ	Male	0	No	No	10	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	89.5	863.1	Yes
1226	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
1227	1684	4422-QVIJA	Female	0	No	Yes	35	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	50.15	1655.35	No
1228	4578	7766-CLTIC	Female	0	No	No	10	Yes	No	DSL	No	No	No	Yes	No	Yes	Month-to-month	Yes	Mailed check	60.95	629.55	No
1229	1338	1934-SJVJK	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.15	20.15	Yes
1230	2952	5260-UMPWX	Female	0	Yes	Yes	26	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Credit card (automatic)	20.25	493.95	No
1231	5776	4291-TPNFG	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	Yes	Bank transfer (automatic)	82.3	5980.55	No
1232	3135	4803-AXVYP	Female	1	No	No	38	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	99.55	3734.25	Yes
1233	6821	8784-CGILN	Female	0	No	No	18	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	99.85	1776.95	Yes
1234	2258	9150-HEPMB	Male	0	No	No	56	Yes	No	DSL	Yes	No	Yes	No	No	No	One year	No	Mailed check	52.7	3019.7	No
1235	4015	8570-KLJYJ	Female	0	No	No	36	Yes	Yes	DSL	Yes	No	No	No	No	No	One year	No	Mailed check	54.45	1893.5	No
1236	4253	9054-FOWNV	Male	0	Yes	Yes	22	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	88.75	1885.15	No
1237	3053	0960-HUWBM	Male	0	Yes	Yes	65	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	104.1	6700.05	No
1238	2498	1134-YWTYF	Male	0	Yes	No	27	Yes	No	DSL	No	Yes	No	Yes	No	No	Month-to-month	Yes	Electronic check	53.8	1389.85	No
1239	5471	3002-WQZWT	Female	0	No	No	29	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.2	1993.25	No
1240	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
1241	5372	2786-GCDPI	Female	1	No	No	50	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	104.95	5222.35	No
1242	6957	3914-FDRHP	Male	0	No	No	9	Yes	No	Fiber optic	No	No	No	Yes	Yes	No	Month-to-month	No	Electronic check	86.25	770.5	No
1243	5885	0269-XFESX	Male	0	Yes	Yes	23	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	24.35	538.5	No
1244	2185	7619-ODSGN	Male	0	Yes	Yes	24	Yes	Yes	DSL	Yes	No	No	No	No	No	Month-to-month	No	Electronic check	54.75	1338.15	Yes
1245	5519	2043-WVTQJ	Male	0	Yes	No	1	Yes	No	DSL	Yes	No	Yes	No	No	No	Month-to-month	No	Mailed check	55.7	55.7	No
1246	1231	0384-RVBPI	Male	0	No	No	20	Yes	No	DSL	Yes	No	Yes	No	No	Yes	Month-to-month	No	Credit card (automatic)	64.4	1398.6	No
1247	4418	0378-XSZPU	Male	0	Yes	No	58	Yes	No	DSL	Yes	Yes	Yes	No	No	No	One year	No	Credit card (automatic)	60.3	3563.8	Yes
1248	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
1249	2254	7322-OCWHC	Male	1	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	No	Two year	Yes	Bank transfer (automatic)	93.05	6735.05	No
1250	1951	8735-IJJEG	Male	0	Yes	No	14	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	No	Credit card (automatic)	50.2	668.85	No
1251	6543	8050-XGRVL	Female	0	Yes	Yes	62	Yes	No	DSL	Yes	No	Yes	No	No	No	One year	No	Credit card (automatic)	54.75	3425.35	No
1252	113	4846-WHAFZ	Female	1	Yes	No	37	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	76.5	2868.15	Yes
1253	5976	6907-CQGPN	Male	0	No	No	29	No	No phone service	DSL	No	Yes	No	Yes	No	No	Month-to-month	No	Electronic check	34.3	1004.75	No
1254	5149	3970-XGJDU	Female	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)	19.2	1123.65	No
1255	4813	8631-WUXGY	Female	0	No	Yes	46	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.8	4391.25	No
1256	507	7218-HKQFK	Male	0	Yes	No	2	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	94.2	167.5	Yes
1257	3545	6212-ATMLK	Female	0	No	No	50	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.7	4729.75	No
1258	3807	8625-AZYZY	Male	0	Yes	No	24	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	104.65	2542.45	Yes
1259	2932	7740-BTPUX	Male	1	Yes	No	55	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	113.6	6292.7	No
1260	2515	8869-LIHMK	Female	0	No	No	64	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	115.1	7334.05	No
1261	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
1262	4099	6624-JDRDS	Female	0	No	No	6	No	No phone service	DSL	Yes	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	29.45	161.45	No
1263	6623	9248-OJYKK	Male	1	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	76.45	76.45	Yes
1264	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
1265	4147	3836-FZSDJ	Male	1	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.85	1901	No
1266	3542	1301-LOPVR	Male	0	Yes	Yes	29	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	One year	Yes	Credit card (automatic)	55.35	1636.95	No
1267	3759	7479-NITWS	Male	0	No	No	7	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	89.35	631.85	Yes
1268	1114	3312-UUMZW	Male	0	Yes	No	32	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	98.85	3145.9	No
1269	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
1270	298	2985-JUUBZ	Male	0	Yes	Yes	40	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	74.55	3015.75	No
1271	3318	5016-ETTFF	Male	0	No	No	10	No	No phone service	DSL	No	No	Yes	No	No	No	Month-to-month	No	Mailed check	29.5	255.25	Yes
1272	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
1273	6654	1925-TIBLE	Female	0	Yes	No	7	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	86.5	582.5	Yes
1274	5362	0485-ZBSLN	Male	0	Yes	Yes	65	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	24.75	1715.1	No
1275	5746	4817-QRJSX	Female	0	No	No	10	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	81	818.05	Yes
1276	2840	7299-GNVPL	Female	0	Yes	Yes	23	Yes	No	Fiber optic	Yes	Yes	No	Yes	No	No	Month-to-month	No	Mailed check	84.4	1936.85	No
1277	229	0945-TSONX	Female	0	Yes	Yes	47	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	85.3	4107.25	No
1278	5958	6859-RKMZJ	Male	0	Yes	No	11	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	55.05	608.15	No
1279	2992	4177-JPDFU	Male	0	No	No	12	No	No phone service	DSL	No	Yes	No	Yes	No	No	Month-to-month	No	Mailed check	34	442.45	No
1280	6905	4459-BBGHE	Male	0	No	Yes	30	No	No phone service	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	44.5	1307.8	No
1281	5706	5196-SGOAK	Female	0	No	No	1	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	75.7	75.7	Yes
1282	4519	0103-CSITQ	Female	0	Yes	No	57	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	109.4	6252.7	No
1283	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
1284	6443	7727-SHVZV	Female	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	19.5	150.35	No
1285	2677	2608-BHKFN	Female	0	No	No	4	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	70.05	266.9	Yes
1286	4526	4860-IJUDE	Male	0	No	No	13	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	73.75	956.65	No
1287	4695	9509-MPYOD	Female	0	No	No	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.75	700.45	No
1288	1614	3813-DHBBB	Male	0	Yes	No	67	No	No phone service	DSL	Yes	Yes	No	Yes	No	Yes	Two year	Yes	Bank transfer (automatic)	50.95	3521.7	No
1289	607	8672-OAUPW	Male	0	No	Yes	51	Yes	No	DSL	No	No	No	Yes	No	No	One year	No	Credit card (automatic)	47.85	2356.75	No
1290	5312	9564-KCLHR	Male	0	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	No	Mailed check	51.25	51.25	Yes
1291	1093	8659-IOOPU	Female	0	Yes	Yes	71	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	No	Yes	Two year	No	Electronic check	100.45	7159.7	No
1292	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
1293	6918	8267-ZNYVZ	Female	0	Yes	No	33	Yes	No	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	103.75	3361.05	Yes
1294	6684	0305-SQECB	Female	0	No	Yes	11	No	No phone service	DSL	Yes	No	No	Yes	No	No	One year	Yes	Mailed check	36.05	402.6	No
1295	203	7018-WBJNK	Male	0	No	Yes	13	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	78.3	1033.95	No
1296	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
1297	3961	7421-ZLUPA	Female	0	No	No	8	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	29.25	226.95	No
1298	837	6982-SSHFK	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	44.4	44.4	Yes
1299	4215	9031-ZVQPT	Male	0	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	108.2	7840.6	No
1300	1230	0178-SZBHO	Male	0	Yes	Yes	47	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	No	Electronic check	87.2	4017.45	No
1301	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
1302	1609	3584-WKTTW	Male	0	Yes	No	51	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	111.55	5720.35	No
1303	4410	0848-ZGQIJ	Female	0	Yes	No	16	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	94.65	1461.15	No
1304	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
1305	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
1306	2569	8237-ULIXL	Female	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	24.85	1871.85	No
1307	6005	3915-ODIYG	Male	1	No	No	60	Yes	Yes	DSL	Yes	Yes	No	No	No	Yes	One year	Yes	Electronic check	71.75	4374.55	No
1308	4553	5914-XRFQB	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	115.8	8424.9	No
1309	2484	6476-EPYZR	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	No	Mailed check	20.5	255.5	No
1310	5367	9227-YBAXE	Female	0	Yes	Yes	65	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	82.5	5215.1	No
1311	2440	2171-UDMFD	Male	0	Yes	Yes	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Credit card (automatic)	19.45	674.55	No
1312	2614	3351-NQLDI	Female	0	Yes	Yes	67	Yes	Yes	Fiber optic	Yes	No	No	Yes	No	Yes	One year	Yes	Credit card (automatic)	94.35	6341.45	Yes
1313	657	7838-LAZFO	Male	0	Yes	No	45	Yes	No	DSL	Yes	Yes	Yes	No	Yes	Yes	One year	No	Bank transfer (automatic)	78.8	3597.5	No
1314	790	7131-ZQZNK	Female	0	Yes	Yes	60	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	59.85	3590.2	No
1315	2388	9822-OAOVB	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	55.45	55.45	No
1316	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
1317	1359	7943-RQCHR	Female	0	No	No	9	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.75	889.9	Yes
1318	5160	9840-EFJQB	Female	0	No	No	1	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	74.35	74.35	No
1319	2347	7089-RKVSZ	Male	0	Yes	Yes	8	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	24.4	203.95	No
1320	4764	2962-XPMCQ	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	45.15	98.5	Yes
1321	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
1322	5341	2982-IHMFT	Female	1	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	74.45	74.45	Yes
1323	6149	3069-SSVSN	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	One year	No	Mailed check	25.85	25.85	No
1324	5874	2968-SSGAA	Female	0	No	No	10	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.6	1060.2	Yes
1325	6209	3417-TSCIC	Male	0	No	No	29	No	No phone service	DSL	No	No	No	No	No	No	One year	Yes	Mailed check	24.85	788.05	No
1326	5378	5320-BRKGK	Female	0	Yes	Yes	58	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	No	Two year	No	Mailed check	75.8	4415.75	No
1327	3161	1345-ZUKID	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	One year	No	Mailed check	19.35	324.8	No
1328	3226	0750-EKNGL	Male	0	No	No	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.75	141.1	No
1329	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
1330	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
1331	2618	1069-QJOEE	Male	0	Yes	Yes	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Electronic check	19.9	505.45	No
1332	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
1333	857	2207-NHRJK	Male	0	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	50.8	50.8	Yes
1334	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
1335	5184	7570-WELNY	Female	0	Yes	No	68	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	No	Two year	Yes	Bank transfer (automatic)	84.7	5711.05	No
1336	4961	6954-OOYZZ	Male	0	Yes	No	18	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	44.35	768.05	No
1337	219	6496-JDSSB	Female	0	No	No	8	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	80	624.6	No
1338	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
1339	582	2865-TCHJW	Female	1	No	No	4	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	89.2	346.2	Yes
1340	43	4671-VJLCL	Female	0	No	No	63	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	Yes	Credit card (automatic)	79.85	4861.45	No
1341	1234	4525-VZCZG	Male	0	No	Yes	54	Yes	No	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	One year	Yes	Electronic check	105.85	5826.65	No
1342	4830	0536-ESJEP	Male	0	Yes	No	54	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	74.55	4191.45	No
1343	6815	0270-THENM	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	Two year	No	Bank transfer (automatic)	69.85	5102.35	No
1344	1892	1636-NTNCO	Male	1	No	No	4	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	50.95	207.35	No
1345	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
1346	6162	9000-PLFUZ	Female	1	Yes	No	60	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Two year	Yes	Credit card (automatic)	49.45	2907.55	No
1347	3918	6319-IEJWJ	Male	0	Yes	Yes	20	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	90.2	1776.55	Yes
1348	5822	9112-WSNPU	Female	1	No	No	35	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	70.55	2419	No
1349	1071	3097-NNSPB	Female	0	No	No	2	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	49.05	91.1	Yes
1350	718	1853-ARAAQ	Female	0	No	No	26	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	50.35	1277.5	No
1351	2364	4559-UWIHT	Male	0	Yes	No	14	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	82.65	1185	No
1352	1505	5240-IJOQT	Male	1	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.7	74.7	Yes
1353	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
1354	4221	7926-IJOOU	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	19.3	19.3	No
1355	5632	5567-GZKQY	Male	0	No	No	58	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.3	1131.5	No
1356	4030	4256-ZWTZI	Female	0	No	Yes	5	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	51	286.8	No
1357	897	0678-RLHVP	Female	0	No	No	53	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	No	Electronic check	105.55	5682.25	No
1358	5667	6469-QJKZW	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	Electronic check	20.15	91.4	No
1359	2836	6988-CJEYV	Male	0	No	No	49	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	No	Electronic check	98.7	4920.55	No
1360	1530	3703-VAVCL	Male	0	Yes	Yes	2	Yes	No	Fiber optic	No	No	Yes	Yes	No	Yes	Month-to-month	No	Credit card (automatic)	90	190.05	Yes
1361	4556	3750-CKVKH	Male	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	67.75	116.65	Yes
1362	5621	6424-ELEYH	Female	0	Yes	No	3	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	74.75	229.5	Yes
1363	2955	4626-GYCZP	Male	0	No	No	7	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	93.85	635.6	Yes
1364	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
1365	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
1366	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
1367	5366	8232-CTLKO	Female	0	Yes	Yes	66	Yes	No	DSL	Yes	No	No	No	Yes	No	Two year	Yes	Electronic check	59.75	3996.8	No
1368	1874	5129-HHMZC	Female	0	Yes	No	43	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	No	Credit card (automatic)	86.45	3574.5	No
1369	2370	6993-YGFJV	Male	0	Yes	No	69	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	112.55	7806.5	No
1370	1769	3144-KMTWZ	Male	0	Yes	No	71	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	93.25	6669.45	No
1371	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
1372	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
1373	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
1374	531	1403-GYAFU	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)	20.05	1360.25	No
1375	5039	4713-LZDRV	Female	1	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	79.6	195.05	Yes
1376	5317	1213-NGCUN	Female	0	No	No	6	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Bank transfer (automatic)	49.65	267.35	Yes
1377	6082	4523-WXCEF	Female	0	Yes	No	59	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	No	Electronic check	101.1	6039.9	Yes
1378	5330	5747-PMBSQ	Male	1	Yes	No	10	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Mailed check	92.5	934.1	Yes
1379	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
1380	731	6621-YOBKI	Male	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.35	92.75	No
1381	2339	4094-NSEDU	Female	1	No	No	21	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.25	1973.75	Yes
1382	6876	6341-AEVKX	Female	0	Yes	No	62	Yes	No	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	104.3	6613.65	No
1383	2232	6479-SZPLM	Male	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	Credit card (automatic)	19.45	754.5	No
1384	6157	6776-TLWOI	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.85	64.55	Yes
1385	2926	0106-UGRDO	Female	0	Yes	No	69	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	116	8182.85	No
1386	1255	4030-VPZBD	Female	0	No	No	2	No	No phone service	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	30.9	59.05	Yes
1387	2104	3106-ULWFW	Female	0	Yes	No	8	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	85.2	627.4	Yes
1388	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
1389	3879	7359-PTSXY	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	45.75	45.75	Yes
1390	898	4315-MURBD	Female	0	No	No	12	Yes	No	Fiber optic	Yes	No	No	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	98.9	1120.95	Yes
1391	428	4360-PNRQB	Male	0	No	No	18	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	75.6	1395.05	No
1392	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
1393	2893	7854-EDSSA	Male	0	No	No	22	Yes	Yes	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Electronic check	59	1254.7	Yes
1394	5509	1809-DMJHQ	Female	0	No	Yes	5	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	46	221.7	Yes
1395	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
1396	1222	9091-WTUUY	Male	0	Yes	Yes	64	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	Two year	No	Mailed check	69.25	4447.75	No
1397	5352	6559-PDZLR	Male	0	No	No	26	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	98.65	2537	No
1398	6032	9090-SGQXL	Male	1	Yes	No	68	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.3	7299.65	Yes
1399	4038	2525-GVKQU	Female	0	No	No	60	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.6	1093	No
1400	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
1401	3176	5044-XDPYX	Female	0	Yes	No	51	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.5	1281.25	No
1402	1096	4646-QZXTF	Female	0	Yes	No	7	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	81.25	580.1	No
1403	2072	5986-WWXDV	Male	0	No	Yes	39	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)	19.35	779.2	No
1404	6358	1027-LKKQQ	Female	0	Yes	Yes	72	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	80.45	5886.85	No
1405	3842	1194-HVAIF	Female	0	Yes	No	27	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	No	Credit card (automatic)	95	2462.55	No
1406	5940	9711-FJTBX	Male	0	Yes	Yes	56	Yes	No	Fiber optic	No	Yes	Yes	Yes	No	No	One year	Yes	Mailed check	85.85	4793.8	No
1407	1788	7416-CKTEP	Female	0	Yes	No	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	19.6	1134.25	No
1408	5101	6591-QGOYB	Male	0	No	No	17	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	106.65	1672.1	No
1409	6549	5909-ECHUI	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	56.25	56.25	Yes
1410	528	7601-GNDYK	Male	0	Yes	Yes	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.6	686.95	No
1411	3143	5924-IFQTT	Male	0	Yes	Yes	13	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Electronic check	72.8	930.05	No
1412	192	2984-RGEYA	Female	0	Yes	Yes	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.75	1375.4	No
1413	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
1414	1126	0927-LCSMG	Male	0	No	No	7	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	No	Mailed check	74.65	544.55	Yes
1415	2689	8628-MFKAX	Female	1	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	116.75	8277.05	No
1416	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
1417	6890	7470-DYNOE	Male	0	No	No	53	Yes	No	DSL	No	No	Yes	No	No	Yes	One year	Yes	Electronic check	61.1	3357.9	No
1418	304	2240-HSJQD	Male	0	No	Yes	38	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	81.85	3141.7	No
1419	2957	2674-MIAHT	Female	0	No	No	4	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	80.3	324.2	No
1420	1292	8390-FESFV	Female	0	No	No	62	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	84.5	5193.2	No
1421	70	2273-QCKXA	Male	0	No	No	1	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	No	Mailed check	49.05	49.05	No
1422	5978	0239-OXEXL	Female	0	No	No	46	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	No	Mailed check	84.25	3847.6	No
1423	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
1424	2615	9297-EONCV	Female	0	No	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	91.35	6697.2	No
1425	831	9650-VBUOG	Male	0	Yes	Yes	38	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	25.05	963.95	No
1426	3075	5569-IDSEY	Male	0	Yes	No	71	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	105.7	7472.15	No
1427	1456	3473-XIIIT	Female	0	Yes	No	16	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	100	1534.75	Yes
1428	4287	6425-YQLLO	Female	1	Yes	No	66	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	105.95	6975.25	Yes
1429	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	1120.3	Yes
1430	92	7233-PAHHL	Male	0	Yes	Yes	66	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Mailed check	84	5714.25	No
1431	2687	5213-TWWJU	Male	0	No	No	28	Yes	No	Fiber optic	No	No	Yes	Yes	No	Yes	Month-to-month	No	Electronic check	91	2626.15	No
1432	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
1433	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
1434	5515	2892-GESUL	Female	0	Yes	Yes	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.35	309.25	No
1435	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	918.7	No
1436	5187	2080-CAZNM	Female	1	No	No	41	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	104.4	4133.95	No
1437	4417	0515-YPMCW	Male	0	No	Yes	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	70.45	70.45	Yes
1438	1001	1989-PRJHP	Male	1	Yes	No	27	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.5	1893.95	Yes
1439	3857	3675-EQOZA	Male	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	20.65	93.55	No
1440	6750	2144-ESWKO	Male	0	No	No	43	No	No phone service	DSL	Yes	No	Yes	No	No	No	One year	Yes	Credit card (automatic)	35.2	1463.7	No
1441	2377	9308-ANMVE	Male	0	No	Yes	47	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	55.3	2654.05	No
1442	3758	8885-QSQBX	Female	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	49.55	49.55	No
1443	3532	9474-PHLYD	Female	0	No	No	15	Yes	No	DSL	No	No	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	59.45	892.65	Yes
1444	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
1445	1532	4881-GQJTW	Male	0	No	No	14	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	19.6	300.4	No
1446	2410	3503-TYDAY	Female	0	Yes	No	43	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	80.45	3398.9	No
1447	4254	2683-BPJSO	Male	0	Yes	No	29	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	84.45	2467.1	Yes
1448	411	4163-NCJAK	Female	0	Yes	No	46	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Bank transfer (automatic)	24.45	1066.15	No
1449	3296	2229-VWQJH	Female	0	No	No	24	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	49.3	1233.25	No
1450	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
1451	6503	7781-EWARA	Male	0	Yes	Yes	70	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	One year	No	Electronic check	60.35	4138.7	No
1452	5171	3566-VVORZ	Female	0	Yes	No	12	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	45.9	505.95	No
1453	5866	7526-IVLYU	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.65	68.35	No
1454	3322	8058-JMEQO	Female	1	No	No	9	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	84.45	762.5	Yes
1455	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
1456	6423	0480-KYJVA	Female	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	24.25	1784.5	No
1457	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
1458	4397	7663-YJHSN	Female	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	Two year	Yes	Bank transfer (automatic)	103.95	7556.9	No
1459	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
1460	498	6235-VDHOM	Female	1	No	No	5	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	28.45	131.05	Yes
1461	2463	7994-UYIVZ	Male	0	Yes	No	8	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	85.65	659.45	No
1462	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
1463	637	2077-DDHJK	Female	0	Yes	No	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	Two year	No	Credit card (automatic)	70.9	4911.35	No
1464	720	4697-LUPSU	Male	0	Yes	Yes	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.2	34.75	No
1465	288	3488-PGMQJ	Male	1	No	No	8	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	74.5	606.55	Yes
1466	757	0030-FNXPP	Female	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.85	57.2	No
1467	2543	0952-KMEEH	Male	0	No	No	13	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	No	Mailed check	98.15	1230.25	Yes
1468	4762	7594-LZNWR	Male	1	No	No	34	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	69.15	2275.1	No
1469	4162	0769-MURVM	Female	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	65.7	4575.35	No
1470	4207	8706-HRADD	Male	0	No	No	21	No	No phone service	DSL	Yes	No	No	Yes	Yes	No	Month-to-month	Yes	Mailed check	43.55	1011.5	No
1471	4058	2873-ZLIWT	Female	0	Yes	Yes	40	Yes	Yes	Fiber optic	No	No	Yes	Yes	No	No	Month-to-month	Yes	Electronic check	84.85	3303.05	Yes
1472	596	8208-EUMTE	Male	0	No	No	16	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	No	Mailed check	54.85	916.15	No
1473	5465	6933-FHBZC	Female	0	No	No	26	Yes	No	DSL	No	Yes	Yes	No	No	No	One year	Yes	Mailed check	56.05	1553.2	No
1474	1068	5536-RTPWK	Male	0	Yes	No	49	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	99.05	4853.75	Yes
1475	1942	3764-MNMOI	Male	0	No	No	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.2	908.15	No
1476	1647	5442-XSDCW	Male	0	Yes	Yes	11	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	79.5	868.5	Yes
1477	3378	5766-FTRTS	Male	0	Yes	No	72	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Mailed check	84.45	6033.1	No
1478	1700	6961-MJKBO	Male	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	Bank transfer (automatic)	20.45	943	No
1479	5646	5510-BOIUJ	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	No	Mailed check	19.25	19.25	Yes
1480	4159	6917-YACBP	Female	1	No	No	59	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	89.75	5496.9	No
1481	2697	6461-SZMCV	Female	0	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	87.95	6365.35	No
1482	4373	7632-YUTXB	Female	0	Yes	Yes	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.05	520.1	No
1483	3966	8915-NNTRC	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	107.7	7919.8	No
1484	6854	9700-ZCLOT	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20	32.7	No
1485	86	4808-YNLEU	Female	0	Yes	No	35	Yes	No	DSL	Yes	No	No	No	Yes	No	One year	Yes	Bank transfer (automatic)	62.15	2215.45	No
1486	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
1487	4741	6583-KQJLK	Female	1	Yes	No	15	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.65	1285.05	No
1488	3827	6870-ECSHE	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	One year	No	Mailed check	20.45	34.8	No
1489	2847	6985-HAYWX	Female	0	Yes	No	26	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	79.3	2015.8	No
1490	1029	4184-TJFAN	Female	1	Yes	Yes	3	Yes	No	Fiber optic	Yes	No	No	Yes	Yes	No	Month-to-month	Yes	Mailed check	88.3	273.75	Yes
1491	3656	4039-PIMHX	Male	1	Yes	No	49	Yes	No	DSL	No	Yes	No	No	No	No	Two year	No	Mailed check	49.8	2398.4	No
1492	3786	0064-YIJGF	Male	0	Yes	Yes	27	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	75.75	1929	No
1493	2144	1763-WQFUK	Male	0	No	No	3	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	50.5	147.75	No
1494	6573	1094-BKOSX	Female	0	Yes	Yes	45	No	No phone service	DSL	No	Yes	Yes	Yes	No	Yes	One year	No	Bank transfer (automatic)	51	2264.5	No
1495	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
1496	2025	1488-PBLJN	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	116.85	8477.7	No
1497	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
1498	6402	8510-TMWYB	Female	0	Yes	Yes	54	Yes	Yes	DSL	No	Yes	Yes	No	No	No	Two year	Yes	Bank transfer (automatic)	59.8	3246.45	No
1499	566	6967-QIQRV	Male	0	Yes	Yes	15	Yes	No	Fiber optic	Yes	No	No	Yes	Yes	Yes	One year	No	Electronic check	101.9	1667.25	No
1500	1837	1349-WXNGG	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)	20.05	20.05	Yes
1501	1334	1768-ZAIFU	Female	1	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	25.2	25.2	Yes
1502	5690	0336-KXKFK	Male	0	No	No	72	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	61.2	4390.25	No
1503	6697	8080-POTJR	Female	0	No	No	30	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	79.3	2427.1	No
1504	2099	2190-BCXEC	Female	0	Yes	No	40	Yes	Yes	Fiber optic	No	No	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	78.85	3126.85	No
1505	6695	6253-GNHWH	Female	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	Two year	No	Mailed check	71.1	5224.95	No
1506	2644	2011-TRQYE	Male	0	No	No	18	No	No phone service	DSL	No	Yes	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	33.5	600	Yes
1507	5501	4987-GQWPO	Male	0	No	No	17	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	25.1	382.8	No
1508	1688	4735-BJKOU	Female	0	No	No	40	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.15	804.85	No
1509	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
1510	5398	3936-QQFLL	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.75	39.3	No
1511	2820	3251-YMVWZ	Male	0	No	No	53	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	24.05	1301.9	No
1512	2187	8879-XUAHX	Male	0	Yes	No	71	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	116.25	8564.75	No
1513	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
1514	1152	4320-QMLLA	Male	0	No	No	7	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	No	Mailed check	54.85	370.4	No
1515	2650	5609-IMCGG	Female	0	No	No	15	Yes	Yes	Fiber optic	Yes	No	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	84.35	1302.65	No
1516	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
1517	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
1518	4303	3284-SVCRO	Female	0	Yes	No	45	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.5	1121.05	No
1519	2350	8739-XNIKG	Female	0	No	No	5	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	84	424.75	No
1520	6662	6810-VCAEX	Female	0	No	No	47	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	One year	No	Credit card (automatic)	39.65	1798.65	No
1521	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
1522	2068	9079-LWTFD	Male	0	No	No	47	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	No	Month-to-month	No	Mailed check	100.75	4669.2	No
1523	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
1524	644	8404-VLQFB	Female	0	Yes	Yes	15	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Electronic check	25.25	394.85	No
1525	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
1526	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
1527	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
1528	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
1529	120	1091-SOZGA	Female	0	Yes	Yes	56	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	99.8	5515.45	No
1530	1777	2155-AMQRX	Female	0	No	No	28	Yes	Yes	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	54.9	1505.15	No
1531	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
1532	5656	7312-XSBAT	Male	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	No	Electronic check	49.75	49.75	No
1533	2135	4010-YLMVT	Female	0	No	No	56	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	106.6	5893.95	No
1534	3951	5915-ANOEI	Male	0	Yes	No	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	No	Mailed check	79.15	5536.5	No
1535	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
1536	134	2372-HWUHI	Male	0	No	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	44.35	81.25	Yes
1537	6216	7162-WPHPM	Male	0	Yes	Yes	58	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	No	Two year	No	Credit card (automatic)	71.6	4230.25	No
1538	6617	8822-KNBHV	Female	0	No	No	48	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	83.45	3887.85	No
1539	3095	0315-LVCRK	Male	0	No	No	11	Yes	No	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	No	Electronic check	84.8	888.75	No
1540	2559	8263-QMNTJ	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	115.55	8425.3	No
1541	62	0526-SXDJP	Male	0	Yes	No	72	No	No phone service	DSL	Yes	Yes	Yes	No	No	No	Two year	No	Bank transfer (automatic)	42.1	2962	No
1542	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
1543	6129	4132-POCZS	Male	0	Yes	No	52	No	No phone service	DSL	Yes	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	39.9	2020.9	No
1544	3487	9257-AZMTZ	Female	0	Yes	Yes	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	20.1	1078.75	No
1545	3358	5447-VYTKW	Male	0	No	No	27	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Mailed check	53.45	1461.45	No
1546	3771	5960-WPXQM	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	79.05	79.05	Yes
1547	679	2826-UWHIS	Male	0	Yes	No	45	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	81.4	3775.85	No
1548	4486	7251-XFOIL	Female	0	No	No	61	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	No	Mailed check	89.2	5500.6	No
1549	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
1550	1211	1373-ORVIZ	Female	0	Yes	Yes	11	Yes	Yes	DSL	No	No	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	66.35	740.8	Yes
1551	2170	8220-OCUFY	Female	0	No	No	21	Yes	No	DSL	Yes	No	Yes	Yes	No	No	One year	Yes	Electronic check	60.25	1258.35	No
1552	3689	9488-HGMJH	Female	1	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	71.15	71.15	Yes
1553	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
1554	567	5781-RFZRP	Male	0	Yes	No	71	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	No	Two year	No	Credit card (automatic)	73.5	5357.75	No
1555	1873	0973-KYVNF	Female	0	Yes	Yes	72	Yes	No	DSL	Yes	Yes	Yes	No	Yes	No	Two year	Yes	Credit card (automatic)	70.65	5011.15	No
1556	4295	3740-RLMVT	Male	1	Yes	No	67	Yes	No	DSL	Yes	Yes	No	Yes	No	No	One year	Yes	Bank transfer (automatic)	60.95	4119.4	No
1557	2596	5837-LXSDN	Female	0	Yes	Yes	21	Yes	No	DSL	No	Yes	No	No	Yes	No	One year	Yes	Credit card (automatic)	58.85	1215.45	No
1558	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
1559	1392	1934-MKPXS	Male	0	Yes	Yes	33	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	20.1	620.55	No
1560	5282	3049-SOLAY	Female	0	Yes	No	3	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.2	292.85	Yes
1561	3544	8914-RBTSB	Male	0	Yes	No	31	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	No	Electronic check	93.8	3019.5	Yes
1562	3613	1925-LFCZZ	Male	1	No	No	55	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	50.05	2743.45	No
1563	489	8372-JUXUI	Male	0	No	Yes	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.35	74.35	Yes
1564	4022	5863-OOKCL	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	No	Mailed check	18.85	163.2	No
1565	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
1566	5019	3320-VEOYC	Male	1	No	No	14	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.6	1273.3	No
1567	602	1096-ADRUX	Female	0	Yes	Yes	66	Yes	Yes	Fiber optic	No	No	No	No	No	No	One year	Yes	Bank transfer (automatic)	74.25	4859.25	No
1568	1911	5668-MEISB	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	Two year	No	Credit card (automatic)	106.1	7657.4	No
1569	7040	4801-JZAZL	Female	0	Yes	Yes	11	No	No phone service	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	29.6	346.45	No
1570	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
1571	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
1572	5829	6933-VLYFX	Male	0	Yes	Yes	31	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	One year	No	Electronic check	59.95	1848.8	No
1573	3235	4825-XJGDM	Female	0	No	No	61	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	One year	No	Credit card (automatic)	43.7	2696.55	No
1574	2366	1846-XWOQN	Female	1	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.15	70.15	Yes
1575	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
1576	274	5940-AHUHD	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Mailed check	70.6	70.6	Yes
1577	3978	0432-CAJZV	Male	0	No	No	3	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	No	Mailed check	90.7	237.65	No
1578	1361	3249-ZPQRG	Male	0	No	No	4	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	78.45	330.05	Yes
1579	6271	6726-WEXXK	Male	1	Yes	No	27	Yes	Yes	Fiber optic	Yes	No	Yes	No	No	No	One year	Yes	Electronic check	85.9	2220.1	No
1580	1526	2984-AFWNC	Female	0	No	No	3	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	No	Electronic check	95.4	293.15	No
1581	3312	9122-UMROB	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.3	20.3	No
1582	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
1583	6941	2405-LBMUW	Female	0	Yes	Yes	61	No	No phone service	DSL	Yes	Yes	No	Yes	No	Yes	One year	Yes	Bank transfer (automatic)	50.7	3088.75	No
1584	4246	5153-LXKDT	Male	0	Yes	Yes	68	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Electronic check	110.2	7467.5	No
1585	4617	3007-FDPEA	Female	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Bank transfer (automatic)	20.7	39.85	No
1586	6619	2791-SFVEW	Female	0	No	No	9	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	20.15	238.15	No
1587	1337	6265-FRMTQ	Male	0	No	No	31	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	20.4	609.1	No
1588	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
1589	6787	3174-RKMOW	Male	0	Yes	Yes	35	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	109.95	3782.4	No
1590	2250	0829-DDVLK	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	One year	No	Credit card (automatic)	20.1	302.45	No
1591	5783	1415-YFWLT	Female	1	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	89.3	89.3	Yes
1592	3473	7599-FKVXZ	Male	0	Yes	No	42	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	106.15	4512.7	Yes
1593	3044	5692-FPTAH	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	45.4	45.4	Yes
1594	2346	0020-INWCK	Female	0	Yes	Yes	71	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Two year	Yes	Credit card (automatic)	95.75	6849.4	No
1595	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
1596	5152	8807-OPMBM	Female	0	Yes	Yes	55	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)	25.65	1388	No
1597	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
1598	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
1599	3309	6061-PQHMK	Female	0	No	No	25	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	19.9	527.5	No
1600	5059	6907-NZZIJ	Female	0	No	No	36	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.15	3615.6	Yes
1601	4560	2252-ISRNH	Male	0	Yes	Yes	9	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	One year	Yes	Electronic check	90.35	767.9	No
1602	1503	0481-SUMCB	Female	1	No	No	45	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	102.15	4735.35	No
1603	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
1604	150	3780-YVMFA	Female	0	Yes	Yes	8	Yes	No	DSL	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	68.55	564.35	No
1605	4310	8908-NMQTX	Male	0	No	No	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	65.6	4566.5	No
1606	2086	2955-BJZHG	Male	0	Yes	Yes	17	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	80.85	1400.85	Yes
1607	6417	9776-CLUJA	Female	1	Yes	No	51	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	77.5	3807.35	Yes
1608	2259	9030-QGZNL	Female	0	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.85	161.65	No
1609	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
1610	5804	1555-HAPSU	Female	0	Yes	Yes	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	23.9	1663.5	No
1611	5424	6435-VWCCY	Male	1	Yes	No	65	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	Two year	Yes	Credit card (automatic)	92.7	5968.4	No
1612	6793	1320-GVNHT	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Credit card (automatic)	108.4	7767.25	No
1613	859	5275-PMFUT	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	64.8	4719.75	No
1614	6196	2988-QRAJY	Male	0	No	No	69	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Two year	Yes	Credit card (automatic)	110.05	7430.75	No
1615	2718	7274-CGTOD	Male	0	No	No	62	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	No	Two year	Yes	Bank transfer (automatic)	43.7	2618.3	No
1616	4490	0442-ZXKVS	Female	1	Yes	No	54	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	115.6	6431.05	No
1617	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
1618	366	9069-LGEUL	Male	0	Yes	No	23	Yes	No	DSL	Yes	No	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	59.95	1406	No
1619	1432	9046-DQMTP	Male	0	No	No	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	20.75	739.9	No
1620	4923	6075-QMNRR	Female	0	No	No	52	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	49.75	2535.55	No
1621	1779	5091-HFAZW	Female	0	No	No	2	Yes	No	Fiber optic	Yes	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	91.15	168.5	No
1622	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
1623	3258	7365-BVCJH	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	24.4	24.4	No
1624	1818	4450-MDZFX	Male	0	Yes	Yes	60	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	74.35	4453.3	No
1625	6884	7384-GHBPI	Male	0	Yes	No	3	No	No phone service	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	35.15	99.75	Yes
1626	841	0392-BZIUW	Female	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Two year	Yes	Credit card (automatic)	105	7589.8	No
1627	1189	3916-NRPAP	Male	0	No	No	3	Yes	No	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	No	Credit card (automatic)	85.7	256.75	No
1628	175	1744-JHKYS	Female	0	Yes	No	34	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	24.7	780.2	No
1629	3684	2842-BCQGE	Male	0	No	No	43	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	75.35	3161.4	No
1630	617	7134-MJPDY	Female	1	No	No	66	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	102.85	6976.75	No
1631	2093	5555-RNPGT	Male	0	No	Yes	10	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	24.8	223.9	No
1632	6535	0520-FDVVT	Male	0	No	No	35	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	102.35	3626.1	Yes
1633	4092	0670-KDOMA	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	20.25	20.25	No
1634	3717	0655-YDGFJ	Male	0	No	No	29	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	No	Bank transfer (automatic)	48.95	1323.7	No
1635	1030	8329-GWVPJ	Female	0	Yes	Yes	50	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	69.75	3557.7	No
1636	3671	8816-VXNZD	Female	0	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.1	75.1	Yes
1637	300	0895-LMRSF	Male	0	No	No	23	Yes	No	DSL	No	No	No	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	64.9	1509.8	No
1638	1472	9283-LZQOH	Male	0	Yes	Yes	13	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	74.4	896.75	Yes
1639	283	9577-WJVCQ	Female	0	No	No	68	Yes	Yes	DSL	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	54.45	3687.75	No
1640	2028	4452-ROHMO	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	Two year	No	Mailed check	19.6	331.6	No
1641	3491	4682-BLBUC	Male	0	Yes	No	44	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	One year	Yes	Electronic check	70.95	3250.45	No
1642	6111	9812-GHVRI	Female	0	No	No	40	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Bank transfer (automatic)	83.85	3532.25	No
1643	5582	7601-DHFWZ	Female	0	No	No	48	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	24	1183.05	No
1644	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
1645	1271	4598-ZADCK	Female	0	No	No	53	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	One year	Yes	Electronic check	53.6	2879.2	No
1646	2716	7883-ROJOC	Female	0	Yes	No	19	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	44.9	839.65	No
1647	4545	6145-NNPNO	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	44.15	44.15	No
1648	3646	9738-QLWTP	Male	0	No	No	39	Yes	No	Fiber optic	No	No	Yes	Yes	No	No	One year	No	Electronic check	81.9	3219.75	No
1649	2313	9154-QDGTH	Male	0	Yes	Yes	43	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	104.3	4451.85	No
1650	2008	9430-FRQOC	Female	0	No	Yes	4	Yes	Yes	Fiber optic	No	No	Yes	Yes	No	No	Month-to-month	Yes	Mailed check	87.1	341.45	Yes
1651	4231	7998-WNZEM	Male	0	No	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	No	Bank transfer (automatic)	80.6	5708.2	No
1652	2642	2195-ZRVAX	Female	0	Yes	No	47	Yes	No	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	85.3	4045.65	Yes
1653	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
1654	6415	8224-UAXBZ	Female	0	Yes	No	58	No	No phone service	DSL	Yes	Yes	No	No	Yes	No	One year	Yes	Electronic check	45.35	2540.1	No
1655	3796	8614-VGMMV	Female	0	No	No	15	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	49.1	679.55	Yes
1656	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
1657	3194	6397-JNZZG	Female	1	Yes	No	43	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	Month-to-month	No	Credit card (automatic)	55.55	2342.2	Yes
1658	99	4598-XLKNJ	Female	1	Yes	No	25	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	98.5	2514.5	Yes
1659	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
1660	744	1635-FJFCC	Female	0	No	No	5	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	44.05	202.15	No
1661	6513	1794-SWWKL	Male	0	Yes	Yes	15	Yes	Yes	DSL	No	No	Yes	Yes	No	No	Month-to-month	Yes	Bank transfer (automatic)	59.65	867.1	No
1662	480	0486-LGCCH	Male	0	Yes	Yes	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.65	225.75	No
1663	4650	6509-TSGWN	Female	0	Yes	Yes	37	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	26.45	911.6	No
1664	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
1665	4962	7088-FBAWU	Female	0	Yes	Yes	17	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	Month-to-month	No	Mailed check	74.55	1215.8	No
1666	1157	5268-DSMNQ	Female	1	Yes	No	62	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	One year	Yes	Credit card (automatic)	97.95	5936.55	No
1667	1437	1666-JZPZT	Male	0	No	No	27	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	49	1291.35	No
1668	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
1669	4100	0608-JDVEC	Male	0	Yes	No	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Electronic check	19.8	1013.2	No
1670	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
1671	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
1672	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
1673	3781	8873-TMKGR	Male	0	No	No	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.1	529.5	No
1674	2067	4832-VRBMR	Male	1	Yes	No	65	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	103.15	6792.45	No
1675	4769	2878-DHMIN	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	One year	No	Electronic check	19.9	666	No
1676	4918	6582-PLFUU	Male	0	Yes	Yes	51	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.55	1086.75	No
1677	668	3859-CVCET	Female	0	No	No	4	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	45.65	191.05	Yes
1678	218	2040-LDIWQ	Male	0	Yes	Yes	65	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	84.2	5324.5	No
1679	1962	3511-APPBJ	Male	0	No	No	23	Yes	No	Fiber optic	Yes	No	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	99.95	2292.75	No
1680	3010	3865-QBWSJ	Male	1	No	Yes	38	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Mailed check	80.45	3162.65	No
1681	3519	5019-GQVCR	Male	1	No	No	43	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	84.85	3645.6	No
1682	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
1683	2633	4837-QUSFT	Female	0	Yes	No	65	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	No	One year	Yes	Bank transfer (automatic)	100.15	6643.5	No
1684	4077	0916-QOFDP	Female	1	Yes	Yes	14	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.8	1346.3	No
1685	3555	6331-EWIEB	Male	0	No	No	20	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	85.25	1734.5	Yes
1686	4708	5181-OABFK	Female	0	Yes	Yes	56	Yes	No	DSL	Yes	Yes	Yes	No	No	No	Two year	Yes	Credit card (automatic)	61.3	3346.8	No
1687	4657	6743-HHQPF	Male	0	Yes	No	42	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	25.1	1097.15	No
1688	2145	1391-UBDAR	Male	0	No	No	11	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	No	Electronic check	72.9	818.45	No
1689	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	184.65	Yes
1690	2434	1465-WCZVT	Female	0	Yes	Yes	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.65	60.65	No
1691	4536	3428-XZMAZ	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
1692	3909	1093-YSWCA	Male	0	No	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.55	223.15	No
1693	4643	1230-QAJDW	Male	0	No	No	3	Yes	Yes	DSL	No	No	No	Yes	Yes	No	Month-to-month	Yes	Mailed check	65.25	209.9	No
1694	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
1695	2917	2181-TIDSV	Male	0	Yes	Yes	68	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	19.95	1303.25	No
1696	5780	1722-LDZJS	Male	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	No	Credit card (automatic)	20.2	1068.15	No
1697	6405	5298-GSTLM	Female	1	No	No	60	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	101.4	6176.6	No
1698	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
1699	4017	9473-CBZOP	Female	0	No	No	28	Yes	Yes	DSL	Yes	No	Yes	No	No	No	One year	No	Mailed check	59	1654.45	No
1700	517	6705-LXORM	Female	1	Yes	No	5	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	70.05	302.6	No
1701	4740	2778-OCLGR	Male	1	Yes	No	24	No	No phone service	DSL	Yes	No	No	No	No	Yes	Month-to-month	No	Bank transfer (automatic)	39.1	971.3	Yes
1702	6869	5906-CVLHP	Female	0	Yes	Yes	45	Yes	No	DSL	No	Yes	No	Yes	No	No	One year	Yes	Credit card (automatic)	54.15	2319.8	Yes
1703	3822	6137-NICCO	Female	0	Yes	Yes	6	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Mailed check	94.05	518.75	No
1704	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
1705	6857	1930-WNXSB	Male	0	Yes	Yes	58	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	92.85	5305.05	No
1706	3340	6015-VVHHE	Female	1	No	No	5	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	83.15	446.05	Yes
1707	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
1708	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
1709	360	9294-TDIPC	Male	0	No	Yes	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.2	83.75	No
1710	3123	6692-YQHXC	Male	0	No	No	16	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	69.95	1205.5	No
1711	4574	8999-XXGNS	Female	1	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	105.75	7629.85	No
1712	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
1713	3025	6651-RLGGM	Male	0	Yes	Yes	67	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	26.3	1688.9	No
1714	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
1715	3590	9447-YPTBX	Female	0	Yes	No	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Bank transfer (automatic)	19.85	943.1	No
1716	6743	2740-JFBOK	Male	0	No	No	10	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Electronic check	24	226.55	No
1717	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
1718	4663	0722-TROQR	Female	1	No	No	4	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.9	321.75	Yes
1719	214	2504-DSHIH	Male	1	Yes	No	23	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Electronic check	86.8	1975.85	No
1720	6837	6229-LSCKB	Male	1	No	No	6	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	79.7	497.6	No
1721	3833	9169-BSVIN	Male	0	No	No	12	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	74.75	827.05	No
1722	2858	9512-PHSMG	Female	0	Yes	No	10	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	20.55	252.75	No
1723	4733	1319-YLZJG	Male	0	Yes	No	12	Yes	No	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	84.6	959.9	No
1724	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
1725	3148	2452-SNHFZ	Female	0	No	No	47	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	75.45	3545.1	No
1726	1473	7079-QRCBC	Female	0	No	No	24	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	98.75	2407.3	Yes
1727	2244	0866-QLSIR	Female	0	No	No	34	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	One year	Yes	Mailed check	64.4	2088.75	Yes
1728	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
1729	3995	0618-XWMSS	Male	0	No	Yes	28	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	74.9	2068.55	Yes
1730	49	2954-PIBKO	Female	0	Yes	Yes	69	Yes	Yes	DSL	Yes	No	Yes	Yes	No	No	Two year	Yes	Credit card (automatic)	64.15	4254.1	No
1731	6406	4450-YOOHP	Female	0	No	No	39	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	50.65	1905.4	No
1732	887	1258-YMZNM	Female	1	No	No	27	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	110.5	2857.6	No
1733	6159	5857-XRECV	Female	0	No	Yes	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	20.5	38.25	No
1734	5033	7298-IZWLY	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.4	19.4	No
1735	6357	8079-XRJRS	Male	0	Yes	No	65	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	One year	No	Electronic check	89.75	5769.6	Yes
1736	516	3482-ABPKK	Female	0	No	No	28	Yes	No	DSL	Yes	No	No	Yes	No	No	One year	No	Mailed check	54.3	1546.3	No
1737	3000	7613-LLQFO	Male	0	No	No	12	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	84.45	1059.55	Yes
1738	139	0390-DCFDQ	Female	1	Yes	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	70.45	70.45	Yes
1739	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
1740	3979	7008-LZVOZ	Male	0	Yes	Yes	66	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	25.3	1672.35	No
1741	6400	7921-BEPCI	Female	0	No	No	72	Yes	Yes	DSL	Yes	Yes	No	No	No	No	Two year	No	Bank transfer (automatic)	59.75	4265	No
1742	6446	2205-LPVGL	Male	1	Yes	Yes	58	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	No	No	One year	Yes	Bank transfer (automatic)	89.85	5125.75	No
1743	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
1744	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
1745	1233	1299-AURJA	Female	0	Yes	Yes	70	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.7	1685.9	No
1746	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
1747	450	8592-PLTMQ	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	No	Mailed check	24.7	1642.75	No
1748	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
1749	3214	0549-CYCQN	Male	1	No	No	51	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	One year	Yes	Bank transfer (automatic)	79.6	3974.7	No
1750	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
1751	312	1557-EMYVT	Female	0	No	No	43	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	115.05	4895.1	No
1752	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
1753	4245	9625-RZFUK	Male	0	Yes	Yes	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.7	1275.85	No
1754	6672	2346-CZYIL	Male	0	No	No	27	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.35	531.6	No
1755	451	5760-WRAHC	Female	1	No	No	22	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	Month-to-month	Yes	Mailed check	69.75	1545.4	No
1756	5686	4369-HTUIF	Male	1	No	No	6	Yes	No	Fiber optic	Yes	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	85.15	503.6	Yes
1757	890	5898-IGSLP	Male	0	Yes	Yes	31	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	No	No	Month-to-month	No	Electronic check	89.3	2823	No
1758	2763	2250-IVBWA	Male	0	Yes	Yes	64	Yes	No	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	No	Electronic check	81.05	5135.35	No
1759	4320	5324-KTGCG	Male	0	Yes	No	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Electronic check	20.85	1539.75	No
1760	1506	8819-WFGGJ	Male	0	Yes	No	68	No	No phone service	DSL	Yes	No	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	54.1	3794.5	No
1761	6909	9108-EJFJP	Female	0	Yes	No	1	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	53.55	53.55	No
1762	6587	7426-GSWPO	Male	1	No	No	64	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	103.5	6548.65	No
1763	999	3234-VKACU	Male	0	No	No	2	Yes	No	DSL	No	No	No	Yes	Yes	Yes	Month-to-month	No	Electronic check	70.3	132.4	No
1764	389	5522-JBWMO	Male	0	No	Yes	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	44	44	No
1765	2330	1104-FEJAM	Male	0	Yes	Yes	28	Yes	Yes	DSL	No	Yes	No	No	No	Yes	Month-to-month	No	Electronic check	64.4	1802.15	No
1766	1476	5067-DGXLL	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.25	36.8	No
1767	2240	3398-GCPMU	Female	1	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	89.55	6448.85	No
1768	6327	3736-BLEPA	Male	0	No	No	28	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	No	One year	Yes	Bank transfer (automatic)	91.25	2483.65	No
1769	6337	2696-ECXKC	Female	0	Yes	Yes	55	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	One year	No	Mailed check	100.9	5448.6	No
1770	5875	2296-DKZFP	Female	0	Yes	No	65	Yes	No	DSL	Yes	Yes	Yes	No	No	Yes	Two year	No	Bank transfer (automatic)	71	4386.2	No
1771	5938	9971-ZWPBF	Male	1	Yes	Yes	34	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	108.9	3625.2	No
1772	2775	2634-HCZGT	Male	1	Yes	No	53	Yes	Yes	DSL	Yes	No	No	Yes	No	No	One year	Yes	Electronic check	60.05	3229.65	Yes
1773	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
1774	758	2189-WWOEW	Female	0	No	Yes	15	Yes	No	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	85.9	1269.55	Yes
1775	6595	5702-KVQRD	Male	0	Yes	No	71	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	82.55	5832.65	No
1776	6161	4343-EJVQB	Male	0	No	No	7	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	74.35	533.6	No
1777	1293	3022-BEXHZ	Male	0	Yes	Yes	67	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	111.2	7530.8	No
1778	6206	2279-AXJJK	Male	0	Yes	No	52	Yes	Yes	Fiber optic	No	Yes	No	Yes	No	Yes	Month-to-month	Yes	Credit card (automatic)	95.65	5088.4	No
1779	6913	8213-TAZPM	Female	0	Yes	Yes	69	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	108.75	7493.05	No
1780	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
1781	1907	2272-UOINI	Female	0	No	No	7	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	78.5	571.05	No
1782	5641	7452-FOLON	Male	0	No	Yes	39	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	25.45	958.45	No
1783	4880	1215-EXRMO	Male	0	Yes	No	50	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.55	1067.65	No
1784	368	9571-EDEBV	Male	0	Yes	No	71	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	98.65	6962.85	No
1785	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
1786	1151	8992-CEUEN	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	18.85	18.85	No
1787	4461	0082-OQIQY	Male	0	No	No	29	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	94.2	2607.6	No
1788	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
1789	6928	5306-BVTKJ	Male	0	Yes	Yes	48	Yes	No	DSL	No	Yes	Yes	No	No	No	One year	Yes	Credit card (automatic)	55.8	2651.2	No
1790	191	2472-OVKUP	Male	0	Yes	No	6	Yes	No	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	91	531	Yes
1791	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
1792	5762	1421-HCERK	Male	1	Yes	No	30	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	105.7	3181.8	No
1793	174	5918-VUKWP	Female	0	No	No	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	20.55	654.55	No
1794	1903	3318-NMQXL	Male	0	No	No	3	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	92	266.8	No
1795	1099	6921-OZMFH	Male	0	Yes	Yes	5	Yes	Yes	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	55.7	259.4	No
1796	4661	9415-ZNBSX	Female	0	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	89	6293.2	No
1797	2927	5542-TBBWB	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	No
1798	2292	7401-JIXNM	Female	0	Yes	Yes	54	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	91.3	4965	No
1799	6225	1452-UZOSF	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	Two year	Yes	Credit card (automatic)	106.1	7548.6	No
1800	6850	0531-XBKMM	Male	0	No	Yes	66	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	Two year	No	Bank transfer (automatic)	65.7	4378.9	No
1801	3946	5154-VEKBL	Female	0	No	No	9	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	Month-to-month	No	Mailed check	58.5	539.85	Yes
1802	6052	2516-XSJKX	Female	0	Yes	Yes	41	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	No	Electronic check	78.45	3126.45	No
1803	1164	4782-OSFXZ	Female	1	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	Yes	Bank transfer (automatic)	82.7	5831.2	No
1804	3767	9351-HXDMR	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	110.9	8240.85	No
1805	4031	8309-PPCED	Female	0	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	110.45	7982.5	No
1806	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
1807	5241	7753-USQYQ	Male	0	No	No	55	Yes	No	DSL	No	Yes	No	Yes	No	Yes	One year	Yes	Electronic check	64.2	3627.3	No
1808	4975	4822-LPTYJ	Male	0	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	103.75	7346.2	No
1809	1661	3761-FLYZI	Female	1	Yes	No	65	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	108.8	7082.45	No
1810	508	4636-QRJKY	Female	0	Yes	Yes	6	Yes	Yes	Fiber optic	No	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	80.5	502.85	Yes
1811	166	3376-BMGFE	Female	0	No	No	4	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	70.9	273	Yes
1812	4266	5445-PZWGX	Male	0	No	No	62	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	No	Yes	One year	No	Electronic check	102	6529.25	Yes
1813	4834	6857-TKDJV	Male	0	Yes	Yes	67	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.65	1620.45	No
1814	4240	1567-DSCIC	Male	0	No	No	8	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	94	773.65	Yes
1815	4742	8544-JNBOX	Male	0	No	No	72	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	20.8	1521.2	No
1816	103	5386-THSLQ	Female	1	Yes	No	66	No	No phone service	DSL	No	Yes	Yes	No	Yes	No	One year	No	Bank transfer (automatic)	45.55	3027.25	No
1817	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
1818	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
1819	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
1820	3795	1508-DFXCU	Male	0	No	No	12	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	81.45	912	No
1821	5386	6143-JQKEA	Male	0	No	No	10	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	45.8	436.2	No
1822	1752	7801-CEDNV	Male	0	Yes	No	27	Yes	No	DSL	Yes	No	No	No	No	No	One year	No	Credit card (automatic)	48.7	1421.75	No
1823	6286	2717-HVIZY	Female	0	No	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.05	163.6	No
1824	6688	0064-SUDOG	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	Two year	No	Bank transfer (automatic)	20.3	224.5	No
1825	2899	6164-HAQTX	Male	0	No	No	71	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	No	Bank transfer (automatic)	53.95	3888.65	No
1826	1658	1228-FZFRV	Male	0	Yes	Yes	50	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Month-to-month	No	Credit card (automatic)	105.95	5341.8	Yes
1827	152	1679-JRFBR	Female	0	Yes	Yes	70	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	108.15	7930.55	No
1828	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
1829	2483	7641-EUYET	Male	1	Yes	Yes	46	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	100.7	4541.2	Yes
1830	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
1831	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
1832	2552	3547-LQRIK	Female	0	Yes	No	47	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Electronic check	26.9	1250.85	No
1833	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
1834	4624	0325-XBFAC	Male	0	No	No	8	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.7	740.3	Yes
1835	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
1836	5166	2252-JHJGE	Male	0	No	No	61	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	One year	No	Electronic check	104	6363.45	No
1837	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
1838	6147	6383-ZTSIW	Female	1	Yes	No	39	Yes	No	Fiber optic	Yes	Yes	No	No	Yes	Yes	One year	No	Mailed check	99.1	3877.95	No
1839	2209	4365-MSDYN	Male	0	Yes	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Bank transfer (automatic)	19.55	161.15	No
1840	4326	1455-ESIQH	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	89.1	89.1	Yes
1841	4233	4664-NJCMS	Female	0	Yes	No	33	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	59.55	2016.3	No
1842	1822	4911-BANWH	Female	0	No	Yes	31	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	86.55	2697.4	Yes
1843	5428	7394-FKDNK	Female	0	Yes	No	9	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	No	Electronic check	89.45	853.1	Yes
1844	3935	8285-ABVLB	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	Credit card (automatic)	19.85	1328.35	No
1845	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
1846	4454	8410-BGQXN	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.4	93.4	No
1847	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
1848	212	7157-SMCFK	Male	0	No	Yes	61	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.75	1124.2	No
1849	3497	9799-CAYJJ	Female	1	Yes	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.3	153.8	No
1850	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
1851	5880	3538-WZPHD	Male	0	No	No	3	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	29.6	79.45	Yes
1852	495	8205-OTCHB	Male	0	No	No	22	No	No phone service	DSL	No	Yes	Yes	No	No	Yes	One year	Yes	Bank transfer (automatic)	43.75	903.6	Yes
1853	205	7674-YTAFD	Female	0	No	No	33	Yes	No	Fiber optic	No	Yes	No	Yes	No	No	One year	Yes	Bank transfer (automatic)	79.95	2684.85	No
1854	1434	1571-SAVHK	Male	0	No	No	12	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Mailed check	99.95	1132.75	Yes
1855	1135	1779-PWPMG	Female	1	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	114.65	8333.95	No
1856	2584	3969-JQABI	Female	0	Yes	No	58	Yes	No	DSL	Yes	Yes	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	65.25	3791.6	No
1857	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
1858	2749	9086-YJYXS	Male	0	Yes	Yes	34	Yes	Yes	DSL	No	No	Yes	No	Yes	Yes	One year	No	Bank transfer (automatic)	77.2	2753.8	No
1859	305	1248-DYXUB	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	24.8	1229.1	No
1860	1849	0621-TWIEM	Male	0	No	No	10	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	45.55	402.6	Yes
1861	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
1862	1988	3424-NMNBO	Male	1	Yes	No	58	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	108.85	6287.25	Yes
1863	2798	7209-JCUDS	Male	0	No	No	10	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.9	1048.85	Yes
1864	6889	7952-OBOYL	Male	0	No	No	3	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	No	Month-to-month	Yes	Mailed check	89.85	244.45	No
1865	1534	7876-DNYAP	Female	0	Yes	Yes	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.8	1436.95	No
1866	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
1867	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
1868	5629	5028-HTLJB	Male	1	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	Yes
1869	4725	1541-ETJZO	Male	0	No	No	1	Yes	Yes	DSL	No	No	Yes	Yes	No	No	Month-to-month	No	Mailed check	62.05	62.05	Yes
1870	3552	6999-CHVCF	Male	0	No	No	68	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	Yes	Two year	Yes	Bank transfer (automatic)	102.1	7149.35	No
1871	383	5167-ZFFMM	Male	0	No	No	1	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	90.85	90.85	Yes
1872	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
1873	211	4195-NZGTA	Female	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	25.25	25.25	No
1874	1957	5619-PTMIK	Female	0	Yes	No	46	Yes	Yes	DSL	Yes	No	No	No	No	No	Month-to-month	No	Electronic check	53.1	2459.8	No
1875	4601	3932-IJWDZ	Male	0	No	No	45	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	103.65	4747.85	No
1876	2438	7089-IVVAZ	Female	0	No	No	8	Yes	Yes	Fiber optic	Yes	No	No	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	103.35	847.3	Yes
1877	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
1878	3257	5482-VXSXJ	Male	0	No	No	22	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Mailed check	93.2	2157.3	No
1879	3787	2386-OWURY	Female	0	No	No	58	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	95.3	5817.7	No
1880	1349	2625-TRCZQ	Female	0	Yes	No	51	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	49.65	2553.35	No
1881	4402	9039-RBEEE	Male	0	No	No	39	No	No phone service	DSL	Yes	Yes	No	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	48.95	1880.85	Yes
1882	2984	6765-MBQNU	Female	0	Yes	No	26	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	26	684.05	No
1883	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
1884	680	1448-PWKYE	Male	0	Yes	Yes	1	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Electronic check	80	80	Yes
1885	180	6317-YPKDH	Female	0	No	No	1	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	29.95	29.95	Yes
1886	6702	2027-CWDNU	Male	0	Yes	Yes	18	Yes	No	Fiber optic	No	No	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	85.6	1601.5	No
1887	6723	2068-WWXQZ	Male	0	No	No	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	20.05	902	No
1888	6504	6110-OHIHY	Male	0	No	No	3	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	79.25	267.6	Yes
1889	6068	3945-GFWQL	Female	0	No	Yes	12	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	44.55	480.6	Yes
1890	278	8645-KWHJO	Male	0	No	No	14	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	55	771.95	No
1891	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
1892	6701	0516-OOHAR	Male	0	Yes	Yes	28	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	No	Bank transfer (automatic)	100.35	2799	No
1893	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
1894	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
1895	4370	8200-KLNYW	Female	0	Yes	No	21	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	One year	No	Mailed check	80.9	1714.95	No
1896	5284	3317-HRTNN	Female	1	No	No	5	No	No phone service	DSL	No	No	No	No	Yes	Yes	Month-to-month	No	Electronic check	45.7	198	Yes
1897	993	9108-EQPNQ	Female	0	Yes	Yes	10	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	26.1	225.55	No
1898	2236	3420-ZDBMA	Male	1	No	No	5	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	71.45	371.6	No
1899	5438	0727-IWKVK	Male	0	Yes	No	9	Yes	No	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	79.9	741.7	Yes
1900	39	8168-UQWWF	Female	0	No	No	11	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	97.85	1105.4	Yes
1901	4963	8313-AFGBW	Male	0	Yes	No	47	Yes	No	DSL	No	Yes	Yes	No	Yes	Yes	Two year	No	Electronic check	73.6	3522.65	No
1902	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
1903	5643	0231-LXVAP	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	75.9	75.9	Yes
1904	3722	8328-SKJNO	Male	0	No	Yes	23	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	One year	No	Bank transfer (automatic)	40.65	947.4	No
1905	270	4385-GZQXV	Female	1	No	No	16	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	94.45	1511.2	Yes
1906	3002	9513-DXHDA	Male	0	No	No	27	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	One year	No	Electronic check	81.7	2212.55	No
1907	2883	7225-IILWY	Male	0	Yes	Yes	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.75	1686.15	No
1908	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
1909	3128	2739-CCZMB	Male	0	No	Yes	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	20.35	122	No
1910	5899	9943-VSZUV	Male	1	No	No	67	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	75.7	5060.85	No
1911	111	4549-ZDQYY	Female	0	No	No	52	Yes	No	DSL	Yes	No	Yes	Yes	No	No	One year	No	Credit card (automatic)	57.95	3042.25	No
1912	1391	9885-AIBVB	Male	0	Yes	No	29	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	85.8	2440.25	No
1913	2600	2262-SLNVK	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Electronic check	70.1	70.1	No
1914	220	9408-SSNVZ	Female	0	No	No	4	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.15	268.35	Yes
1915	5890	0383-CLDDA	Female	0	No	No	69	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	85.35	5897.4	No
1916	4071	6537-QLGEX	Female	0	No	No	16	No	No phone service	DSL	Yes	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	38.9	664.4	No
1917	5658	2371-JQHZZ	Male	0	Yes	No	24	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	93	2248.05	No
1918	83	9919-YLNNG	Female	0	No	No	42	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	103.8	4327.5	No
1919	873	5073-WXOYN	Female	0	No	No	60	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	50.8	3027.4	Yes
1920	6524	2754-VDLTR	Male	0	No	Yes	10	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	No	Electronic check	95.2	930.4	Yes
1921	4391	5778-BVOFB	Female	0	No	No	9	Yes	No	DSL	No	No	No	Yes	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	59.5	530.05	No
1922	461	6614-VBEGU	Female	0	Yes	No	24	Yes	No	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	69.45	1614.05	No
1923	6188	7542-CYDDM	Male	0	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.05	358.5	No
1924	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
1925	3405	0744-GKNGE	Female	0	Yes	Yes	64	Yes	Yes	Fiber optic	Yes	No	No	Yes	No	No	Month-to-month	Yes	Bank transfer (automatic)	86.8	5327.25	No
1926	2374	9101-NTIXF	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.4	50.6	No
1927	6572	6258-PVZWJ	Male	0	Yes	No	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	90.8	6302.85	No
1928	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
1929	6627	1074-WVEVG	Female	0	Yes	No	59	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.35	1267	No
1930	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
1931	2450	7602-MVRMB	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	110.45	8058.85	No
1932	2329	2972-YDYUW	Female	0	No	No	57	Yes	Yes	Fiber optic	No	Yes	No	Yes	No	Yes	One year	No	Electronic check	94.7	5468.95	No
1933	6532	1763-KUAAW	Female	1	No	No	18	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	20.35	369.6	No
1934	2146	8894-JVDCV	Female	0	No	No	62	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	115.05	7133.45	No
1935	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
1936	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
1937	6211	4439-JMPMT	Female	0	Yes	Yes	5	Yes	No	Fiber optic	No	No	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	85.75	470.95	Yes
1938	650	9576-ANLXO	Female	0	No	No	3	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	69.55	222.3	Yes
1939	708	3014-WJKSM	Male	0	Yes	No	29	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	75.3	2263.4	No
1940	6874	4926-UMJZD	Female	0	Yes	No	31	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	49.2	1498.55	No
1941	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
1942	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
1943	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
1944	6148	8990-YOZLV	Female	0	No	No	69	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	Two year	Yes	Mailed check	66.9	4577.9	No
1945	1424	7560-QRBXH	Female	0	No	Yes	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	19.95	936.7	No
1946	1216	0040-HALCW	Male	0	Yes	Yes	54	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.4	1090.6	No
1947	5842	2971-SGAFL	Female	0	No	No	13	Yes	Yes	DSL	Yes	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	78.75	995.35	No
1948	1924	1845-CSBRZ	Female	1	Yes	Yes	22	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Bank transfer (automatic)	85.35	1961.6	No
1949	6108	4819-HJPIW	Male	0	No	No	18	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	25.15	476.8	No
1950	4434	0577-WHMEV	Female	0	Yes	No	16	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	No	Electronic check	90.7	1374.9	No
1951	314	7563-BIUPC	Male	0	No	No	5	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	80.6	415.55	Yes
1952	3817	9504-YAZWB	Female	0	No	No	53	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.25	1048.45	No
1953	1427	6896-SRVYQ	Male	1	No	No	44	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	No	Electronic check	73.85	3122.4	No
1954	6460	8761-NSOBC	Male	0	No	No	44	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	Yes	Month-to-month	No	Electronic check	100.55	4398.15	Yes
1955	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
1956	3956	4587-VVTOX	Female	0	Yes	No	6	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.3	545.2	Yes
1957	5694	0983-TATYJ	Female	0	Yes	No	33	Yes	No	DSL	No	No	No	Yes	No	No	One year	Yes	Mailed check	51.45	1758.9	No
1958	3008	8084-OIVBS	Female	0	No	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20	211.95	No
1959	5828	0402-OAMEN	Female	0	Yes	Yes	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.45	1709.1	No
1960	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
1961	6530	0230-UBYPQ	Male	1	Yes	No	63	No	No phone service	DSL	Yes	No	No	Yes	No	No	One year	No	Bank transfer (automatic)	36.1	2298.9	No
1962	4317	5808-TOTXO	Female	0	No	Yes	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Credit card (automatic)	20.55	57.4	No
1963	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
1964	4882	8404-VIOMB	Female	0	No	No	66	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	62.5	4136.4	No
1965	684	8040-MNRTF	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Mailed check	71.1	71.1	No
1966	5155	8294-UIMBA	Female	0	No	No	30	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	94.4	2638.1	No
1967	2765	9506-UXUSK	Male	0	No	No	13	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.15	931.75	No
1968	5429	9488-FVZCC	Female	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	Yes	Bank transfer (automatic)	79.5	5661.7	No
1969	4561	9415-TPKRV	Female	0	Yes	Yes	8	Yes	Yes	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	55.75	446.8	No
1970	2451	3325-FUYCG	Male	0	Yes	Yes	28	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	Yes	One year	No	Electronic check	106.1	2847.4	Yes
1971	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
1972	326	5701-YVSVF	Female	1	Yes	No	11	Yes	No	Fiber optic	No	No	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	82.9	880.05	No
1973	4988	1439-LCGVL	Female	0	Yes	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	Mailed check	19.2	459.6	No
1974	5889	9693-XMUOB	Male	1	Yes	No	59	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	50.25	2997.45	No
1975	2176	2626-VEEWG	Male	0	Yes	Yes	67	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	19.4	1284.2	No
1976	3625	1591-XWLGB	Female	0	Yes	No	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.85	1379.6	No
1977	4894	0533-UCAAU	Male	1	Yes	No	57	Yes	Yes	DSL	No	Yes	Yes	No	Yes	No	One year	Yes	Credit card (automatic)	71.1	4140.1	No
1978	6093	7110-BDTWG	Female	0	Yes	No	71	No	No phone service	DSL	No	No	Yes	Yes	No	Yes	Two year	Yes	Electronic check	47.05	3263.6	No
1979	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
1980	2787	9838-BFCQT	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	Mailed check	26.1	1851.45	No
1981	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
1982	5755	5937-EORGB	Male	1	Yes	No	15	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	96.5	1392.25	No
1983	1676	0793-TWELN	Female	0	No	No	4	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	80.15	319.85	No
1984	348	6243-OZGFH	Female	0	No	No	23	No	No phone service	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	44.95	996.85	No
1985	5138	4119-ZYPZY	Male	1	No	No	71	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	Two year	Yes	Electronic check	106.8	7623.2	No
1986	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
1987	4925	5966-EMAZU	Male	0	Yes	No	64	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Mailed check	108.5	6880.85	No
1988	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
1989	4273	3814-MLAXC	Female	0	No	No	31	Yes	Yes	Fiber optic	No	No	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	79.85	2404.15	Yes
1990	3159	5150-ITWWB	Male	1	No	No	3	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.85	335.75	No
1991	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
1992	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
1993	4883	5233-GEEAX	Male	1	No	No	8	No	No phone service	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	29.4	221.9	Yes
1994	4108	2650-GYRYL	Male	0	Yes	Yes	33	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Bank transfer (automatic)	19.45	600.25	No
1995	6145	5010-IPEAQ	Female	0	Yes	Yes	67	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	No	Credit card (automatic)	54.2	3623.95	No
1996	2218	5494-WOZRZ	Female	0	Yes	Yes	71	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	82	5999.85	No
1997	5521	3863-QSTYI	Male	0	No	No	59	Yes	No	DSL	No	No	Yes	Yes	Yes	No	Month-to-month	Yes	Electronic check	64.65	3735.45	No
1998	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
1999	5985	3585-YNADK	Female	0	Yes	No	57	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	No	One year	No	Bank transfer (automatic)	74.6	4368.95	No
2000	3357	3891-PUQOD	Female	0	No	Yes	1	Yes	No	DSL	No	No	Yes	No	No	Yes	Month-to-month	No	Electronic check	59.2	59.2	Yes
2001	85	4445-ZJNMU	Male	0	No	No	9	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	99.3	918.75	No
2002	3937	5712-VBOXD	Female	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Credit card (automatic)	20.15	68.45	No
2003	1877	7873-CVMAW	Male	0	No	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	88.55	6362.35	No
2004	2801	1017-FBQMM	Female	0	Yes	Yes	62	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	106.05	6703.5	No
2005	5557	6918-UMQCG	Female	0	No	No	5	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	80.2	384.25	No
2006	2640	4391-LNRXK	Male	0	No	No	22	Yes	No	Fiber optic	No	Yes	Yes	Yes	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	94.95	2142.8	No
2007	6027	4896-CPRPF	Male	0	Yes	Yes	35	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	25.45	809.25	No
2008	2880	2187-PKZAY	Male	0	No	No	12	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	79.95	1043.4	No
2009	3323	4203-QGNZA	Female	0	No	Yes	28	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	535.35	No
2010	494	6579-JPICP	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	20.4	20.4	No
2011	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
2012	2525	3133-PZNSR	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	No	Yes	Two year	Yes	Credit card (automatic)	97.75	6991.6	No
2013	4717	9356-AXGMP	Male	0	Yes	No	38	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	110.7	4428.6	No
2014	3166	9097-ZUBYC	Male	0	Yes	No	14	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	48.8	664.4	No
2015	3858	0840-DCNZE	Male	0	No	No	47	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	86.95	4138.9	No
2016	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
2017	4174	3285-UCQVC	Female	0	No	No	37	No	No phone service	DSL	No	No	No	Yes	No	No	Month-to-month	No	Credit card (automatic)	28.6	973.55	Yes
2018	3821	1833-VGRUM	Female	1	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.2	74.2	Yes
2019	2895	7446-SFAOA	Female	0	Yes	No	37	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Bank transfer (automatic)	19.85	717.5	No
2020	3680	0836-SEYLU	Male	0	Yes	No	9	No	No phone service	DSL	No	No	No	Yes	Yes	No	Month-to-month	No	Mailed check	40.65	328.95	Yes
2021	5820	1752-OZXFY	Male	0	Yes	No	60	Yes	No	DSL	Yes	No	No	No	Yes	No	One year	Yes	Mailed check	59.8	3561.15	No
2022	618	5240-CAOYT	Female	0	No	No	57	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	No	No	Month-to-month	Yes	Bank transfer (automatic)	87.55	4884.85	No
2023	6025	2887-JPYLU	Female	0	No	Yes	41	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	45.2	1841.9	No
2024	5185	3021-VLNRJ	Female	0	No	Yes	50	Yes	No	DSL	Yes	No	Yes	Yes	Yes	No	One year	Yes	Credit card (automatic)	70.8	3478.15	No
2025	3664	6257-RJOHI	Male	0	No	No	4	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Mailed check	50.8	202.3	No
2026	4531	4910-AQFFX	Male	0	Yes	Yes	9	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	79.35	661.25	Yes
2027	3113	0396-YCHWO	Male	0	Yes	No	36	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.4	3474.2	No
2028	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
2029	1413	1830-GGFNM	Male	0	Yes	Yes	65	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	No	No	Two year	No	Credit card (automatic)	94.55	6078.75	No
2030	2201	7951-VRDVK	Female	0	No	No	36	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	One year	No	Bank transfer (automatic)	85.85	3003.55	No
2031	2001	3977-QCRSL	Female	0	No	No	5	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.15	117.95	No
2032	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
2033	869	0323-XWWTN	Male	0	No	Yes	3	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	26.4	121.25	No
2034	2358	6974-DAFLI	Female	0	Yes	No	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	Electronic check	19.7	1140.05	No
2035	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
2036	3090	2386-LAHRK	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Mailed check	53.5	53.5	Yes
2037	4472	9541-ZPSEA	Male	0	Yes	Yes	68	Yes	No	Fiber optic	Yes	No	Yes	No	No	No	Two year	No	Credit card (automatic)	80.35	5375.15	No
2038	4874	1193-RTSLK	Female	0	No	No	38	Yes	No	Fiber optic	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	83.9	3233.6	Yes
2039	356	3351-NGXYI	Female	1	No	No	16	Yes	Yes	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	54.1	889	No
2040	1162	9359-UGBTK	Female	0	No	No	67	Yes	No	DSL	Yes	No	Yes	Yes	No	Yes	One year	Yes	Bank transfer (automatic)	72.35	4991.5	No
2041	5347	9788-HNGUT	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	116.95	8594.4	No
2042	3064	7855-DIWPO	Female	0	No	No	21	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	68.65	1493.2	No
2043	3125	5222-JCXZT	Male	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19	78.9	No
2044	3492	0975-VOOVL	Female	0	No	No	3	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	No	Mailed check	29.2	98.5	No
2045	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
2046	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
2047	6945	6797-LNAQX	Male	0	Yes	Yes	70	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Two year	No	Bank transfer (automatic)	98.3	6859.5	Yes
2048	1890	6770-XUAGN	Female	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Electronic check	21	21	Yes
2049	579	2640-LYMOV	Male	0	No	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.65	38.8	No
2050	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
2051	5628	6821-BUXUX	Female	0	No	No	13	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	96.65	1244.5	Yes
2052	1691	8917-SZTTJ	Male	0	Yes	Yes	60	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.65	1161.75	No
2053	862	0947-MUGVO	Male	1	Yes	No	20	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	73.65	1463.5	Yes
2054	4765	8727-XDPUD	Male	0	No	No	37	No	No phone service	DSL	No	No	No	No	Yes	No	Two year	No	Credit card (automatic)	35.8	1316.9	No
2055	4522	7305-ZWMAJ	Male	0	Yes	No	30	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Credit card (automatic)	20.7	587.1	No
2056	2380	3413-DHLPB	Male	0	Yes	Yes	60	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	103.75	5969.95	No
2057	2378	2884-GBPFB	Female	0	Yes	No	35	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.3	2416.55	Yes
2058	4960	7480-QNVZJ	Male	1	No	No	50	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.7	4816.7	Yes
2059	5451	1696-HXOWK	Female	0	Yes	No	71	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	One year	No	Mailed check	95.65	6856.95	No
2060	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
2061	1116	8461-EFQYM	Female	0	No	No	38	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Electronic check	24.25	914.4	No
2062	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
2063	6960	4690-PKDQG	Female	1	Yes	No	42	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	95.55	3930.6	No
2064	5416	8961-QDZZJ	Female	0	Yes	Yes	57	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	One year	Yes	Electronic check	95	5535.8	No
2065	6478	9330-VOFSZ	Female	0	Yes	No	60	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	110.8	6640.7	No
2066	3649	0174-QRVVY	Male	0	Yes	Yes	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	25.35	1847.55	No
2067	4751	8785-EPNCG	Male	0	No	No	11	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	23.15	245.2	Yes
2068	5623	9115-YQHGA	Male	0	No	No	40	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	Yes	Electronic check	51.1	2092.9	No
2069	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
2070	4706	6595-COKXZ	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	44.45	44.45	Yes
2071	6167	3154-CFSZG	Male	0	Yes	Yes	47	Yes	No	Fiber optic	Yes	No	Yes	No	No	Yes	Month-to-month	No	Electronic check	90.05	4137.2	No
2072	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
2073	6220	6434-TTGJP	Male	0	Yes	Yes	10	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	No	Credit card (automatic)	53.7	521	No
2074	6229	6631-HMANX	Male	0	Yes	No	72	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	85.45	6227.5	No
2075	6239	0665-XHDJU	Male	0	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Two year	Yes	Electronic check	99.4	7285.7	No
2076	6247	3428-MMGUB	Male	0	No	No	60	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Two year	Yes	Electronic check	89.55	5231.2	No
2077	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
2078	6538	5712-PTIWW	Male	0	No	No	2	Yes	No	Fiber optic	No	No	Yes	Yes	No	No	Month-to-month	Yes	Electronic check	79.85	152.45	Yes
2079	5300	8821-XNHVZ	Female	0	Yes	Yes	1	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Mailed check	80.05	80.05	Yes
2080	6715	1173-XZPYF	Female	0	No	No	11	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	89.2	990.3	No
2081	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
2082	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
2083	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
2084	5231	1075-BGWOH	Male	1	Yes	No	16	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	98.75	1587.55	Yes
2085	4677	8443-WVPSS	Male	0	Yes	No	10	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	99.85	990.9	Yes
2086	6753	4114-QMKVN	Female	0	Yes	Yes	56	Yes	Yes	DSL	Yes	Yes	No	No	No	Yes	One year	No	Bank transfer (automatic)	68.75	3815.4	No
2087	2052	2038-LLMLM	Female	0	No	No	48	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	103.85	4946.05	No
2088	1776	5605-XNWEN	Male	1	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	25	1802.55	No
2089	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
2090	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
2091	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
2092	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
2093	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
2094	1592	8387-MOJJT	Female	0	Yes	Yes	42	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	77.95	3384	Yes
2095	1723	2587-YNLES	Female	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.1	100.35	No
2096	5510	6693-FRIRW	Male	0	No	No	18	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	No	Credit card (automatic)	101.3	1794.65	No
2097	2611	5976-JCJRH	Male	0	Yes	No	10	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.3	738.2	Yes
2098	4786	6749-UTDVX	Male	0	No	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Electronic check	103.65	7634.8	No
2099	490	3552-CTCYF	Male	0	Yes	Yes	63	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	104.8	6597.25	No
2100	5921	0068-FIGTF	Female	0	No	No	27	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	One year	No	Mailed check	78.2	2078.95	No
2101	2910	5622-UEJFI	Female	0	Yes	Yes	35	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	25.4	949.8	No
2102	1006	9524-EGPJC	Female	0	No	No	18	Yes	Yes	Fiber optic	No	No	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	90.1	1612.75	Yes
2103	4230	5108-ADXWO	Male	0	No	No	11	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	73.5	791.75	Yes
2104	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
2105	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
2106	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
2107	2554	5843-TTHGI	Female	0	No	No	18	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Mailed check	50	892.7	No
2108	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
2109	3096	3911-RSNHI	Female	0	Yes	No	71	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	61.4	4310.35	No
2110	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
2111	2409	3275-RHRNE	Male	0	Yes	Yes	28	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	60	1682.05	No
2112	1113	7627-JKIAZ	Female	0	Yes	No	37	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	78.95	2839.65	Yes
2113	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
2114	1552	2245-ADZFJ	Female	0	Yes	Yes	31	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	80.55	2471.6	No
2115	6017	4482-FTFFX	Male	0	No	No	5	Yes	No	DSL	No	No	Yes	Yes	No	No	Month-to-month	No	Electronic check	56.15	291.45	No
2116	5259	5419-JKZNQ	Male	1	Yes	No	30	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Mailed check	77.9	2351.45	No
2117	5672	5915-DGNVC	Female	0	Yes	No	49	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	One year	No	Electronic check	71.8	3472.05	No
2118	433	2957-LOLHO	Male	0	No	No	12	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	45.4	518.9	Yes
2119	4084	2777-PHDEI	Female	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	78.05	78.05	Yes
2120	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
2121	3927	4390-KYULV	Male	0	Yes	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Credit card (automatic)	20.55	51.15	Yes
2122	4771	1678-FYZOW	Female	0	No	No	3	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	79.4	244.65	Yes
2123	5206	7349-ALMUX	Male	0	No	No	37	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	Two year	No	Bank transfer (automatic)	65.6	2313.8	No
2124	1127	9330-DHBFL	Female	0	Yes	Yes	23	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	One year	Yes	Mailed check	66.25	1533.8	No
2125	4313	6288-LBEAR	Female	0	No	No	23	Yes	No	Fiber optic	No	Yes	No	Yes	No	No	Month-to-month	Yes	Mailed check	79.1	1783.75	No
2126	5224	9233-PSYHO	Female	1	No	No	45	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	100.15	4459.8	No
2127	5552	6072-NUQCB	Male	0	Yes	Yes	22	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	20.25	488.25	No
2128	2518	0447-RXSGD	Male	0	No	No	24	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	99.65	2404.85	No
2129	6769	9916-AYHTC	Male	0	No	No	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.85	916	No
2130	1102	8824-RWFXJ	Male	0	Yes	Yes	3	Yes	No	DSL	No	Yes	Yes	No	No	No	Month-to-month	Yes	Mailed check	56.15	168.15	Yes
2131	6060	4884-ZTHVF	Female	1	No	No	8	Yes	No	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	87.1	713.6	No
2132	4773	8627-EHGIP	Male	0	No	No	44	No	No phone service	DSL	No	Yes	Yes	No	Yes	Yes	One year	Yes	Mailed check	53.95	2375.4	Yes
2133	4248	1020-JPQOW	Female	0	Yes	No	56	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	No	Month-to-month	No	Electronic check	90.55	5116.6	No
2134	5219	3976-NLDEZ	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.6	20.6	No
2135	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
2136	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
2137	615	9396-ZSFLL	Female	0	No	No	15	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	48.85	631.4	No
2138	643	4908-XAXAY	Female	1	No	No	49	Yes	No	Fiber optic	No	Yes	Yes	No	No	Yes	One year	Yes	Bank transfer (automatic)	89.85	4287.2	No
2139	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
2140	3116	9391-DXGGG	Female	1	No	No	44	Yes	No	Fiber optic	No	Yes	Yes	No	No	Yes	One year	No	Credit card (automatic)	89.15	3990.75	No
2141	3410	4918-QLLIW	Male	0	No	No	3	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	No	Credit card (automatic)	53.4	188.7	Yes
2142	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
2143	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
2144	5951	5816-QVHRX	Female	0	No	No	37	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	No	Credit card (automatic)	100.3	3541.4	No
2145	5902	7054-ENNGU	Female	0	Yes	No	9	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Mailed check	50.85	466.6	No
2146	330	9385-EHGDO	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	Two year	Yes	Mailed check	19.85	739.35	No
2147	2207	4285-GYRQC	Female	0	Yes	No	7	Yes	No	Fiber optic	No	No	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	86.25	587.1	Yes
2148	5049	2955-PSXOE	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Bank transfer (automatic)	20.2	20.2	Yes
2149	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
2150	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
2151	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
2152	483	5168-MQQCA	Female	0	Yes	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	108.5	8003.8	No
2153	2420	3694-DELSO	Male	0	Yes	Yes	4	No	No phone service	DSL	Yes	No	No	No	Yes	No	Month-to-month	No	Credit card (automatic)	38.55	156.1	No
2154	2602	1135-HIORI	Female	0	Yes	Yes	64	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	111.45	7266.95	No
2155	719	6952-OMNWB	Male	1	Yes	No	68	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	80.35	5589.3	No
2156	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
2157	2059	7483-IQWIB	Male	0	Yes	Yes	37	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	92.95	3415.25	No
2158	2803	1985-MBRYP	Female	0	No	No	43	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)	19.65	779.25	No
2159	2566	3227-WLKLI	Female	0	Yes	Yes	65	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	91.55	5963.95	No
2160	4704	1928-BXYIV	Male	0	No	No	1	Yes	Yes	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Electronic check	61.15	61.15	No
2161	32	6827-IEAUQ	Female	0	Yes	Yes	27	Yes	No	DSL	Yes	Yes	Yes	Yes	No	No	One year	No	Mailed check	66.15	1874.45	No
2162	664	8755-OGKNA	Female	0	Yes	Yes	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	19.5	1167.6	No
2163	5540	3803-KMQFW	Female	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.55	20.55	Yes
2164	5303	9839-ETQOE	Male	0	No	Yes	43	No	No phone service	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	40.45	1912.85	No
2165	5813	8099-MZPUJ	Male	0	Yes	Yes	48	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	111.8	5443.65	No
2166	1444	5514-YQENT	Male	0	No	Yes	41	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	111.15	4507.15	No
2167	3355	8871-JLMHM	Female	0	Yes	No	68	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	No	Two year	No	Credit card (automatic)	90.2	6297.65	No
2168	2792	9163-GHAYE	Female	0	No	No	15	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	48.85	736.8	No
2169	4956	3217-FZDMN	Female	1	No	No	8	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	94.45	742.95	Yes
2170	6864	5480-HPRRX	Female	1	No	No	3	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	25.3	77.75	Yes
2171	1705	4918-FYJNT	Female	1	Yes	No	55	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	No	Month-to-month	No	Electronic check	90.45	5044.8	No
2172	5170	7721-DVEKZ	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.65	19.65	No
2173	5502	3755-JBMNH	Male	1	Yes	No	16	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	71.8	1167.8	Yes
2174	4734	4106-HADHQ	Male	0	Yes	Yes	39	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	One year	No	Credit card (automatic)	80	3182.95	Yes
2175	4063	3045-XETSH	Female	0	No	No	10	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	94.85	953.45	Yes
2176	4685	0345-XMMUG	Female	0	Yes	No	46	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	108.9	4854.3	No
2177	3227	7669-LCRSD	Male	0	Yes	Yes	12	Yes	No	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Mailed check	56.3	628.65	No
2178	118	8402-OOOHJ	Female	0	No	No	41	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.65	835.15	No
2179	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
2180	2905	4692-NNQRU	Female	0	Yes	No	21	Yes	No	Fiber optic	No	No	Yes	Yes	No	No	One year	No	Electronic check	79.2	1742.45	No
2181	1401	5419-CONWX	Female	1	No	No	4	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	99.8	442.85	Yes
2182	739	7503-MIOGA	Female	1	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	89.85	6697.35	No
2183	2456	5968-HYJRZ	Male	0	Yes	Yes	47	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	1160.45	No
2184	170	7654-YWJUF	Male	0	Yes	No	43	Yes	No	Fiber optic	Yes	No	Yes	Yes	No	No	One year	Yes	Bank transfer (automatic)	84.25	3539.25	No
2185	540	6859-QNXIQ	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	113.1	8248.5	No
2186	883	3199-NPKCN	Female	0	Yes	No	67	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	111.25	7511.65	No
2187	5277	0345-HKJVM	Female	0	No	No	6	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	No	Electronic check	89.3	577.6	Yes
2188	4722	7581-EBBOU	Female	0	No	No	60	Yes	No	DSL	No	Yes	Yes	Yes	Yes	No	One year	Yes	Credit card (automatic)	70.15	4224.7	No
2189	3443	5996-NRVXR	Male	1	Yes	No	40	Yes	No	Fiber optic	Yes	Yes	Yes	Yes	Yes	No	One year	Yes	Credit card (automatic)	98.15	4116.8	No
2190	3800	7973-DZRKH	Female	0	No	Yes	66	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	No	No	Two year	Yes	Credit card (automatic)	90.95	5930.05	No
2191	674	0823-HSCDJ	Male	1	No	No	52	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	49.15	2550.9	Yes
2192	3209	8149-RSOUN	Female	0	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	93.85	93.85	Yes
2193	6507	5708-EVONK	Female	0	Yes	Yes	58	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	93.4	5435.6	Yes
2194	2915	0301-FIDRB	Female	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	63.8	4684.3	No
2195	3286	3318-OSATS	Male	1	No	No	35	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.45	3474.05	Yes
2196	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
2197	5389	9701-CDXHR	Female	0	Yes	No	51	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Mailed check	69.15	3649.6	No
2198	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
2199	2100	6227-FBDXH	Male	0	Yes	No	69	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	One year	No	Bank transfer (automatic)	99.5	6841.45	No
2200	4593	9256-JTBNZ	Female	0	No	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	20.3	246.3	No
2201	6979	5351-QESIO	Male	0	No	Yes	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	24.2	24.2	No
2202	5933	6496-SLWHQ	Male	1	No	No	3	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105	294.45	Yes
2203	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
2204	5967	5167-GBFRE	Male	1	No	No	4	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	25.2	102.5	Yes
2205	3922	6173-GOLSU	Male	1	Yes	No	67	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	94.65	6079	No
2206	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
2207	4216	2990-IAJSV	Male	0	No	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	92	6632.75	No
2208	3470	6483-OATDN	Male	0	Yes	Yes	8	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	51.3	411.6	No
2209	355	4572-DVCGN	Female	0	No	No	10	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	80.25	846	Yes
2210	4559	7787-BNTZM	Male	0	No	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	20.15	130.5	No
2211	3774	1309-XGFSN	Male	1	Yes	Yes	52	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	80.85	4079.55	No
2212	5363	3810-PJUHR	Male	0	Yes	Yes	70	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.35	1715.15	No
2213	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
2214	6234	5995-LFTLE	Male	0	No	No	58	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	25.3	1474.35	No
2215	3220	8205-VSLRB	Male	0	Yes	No	70	Yes	Yes	DSL	Yes	No	Yes	Yes	No	Yes	Two year	No	Credit card (automatic)	77.3	5498.2	No
2216	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
2217	2373	5498-IBWPI	Female	0	Yes	Yes	66	Yes	No	DSL	No	No	No	Yes	No	No	One year	Yes	Credit card (automatic)	49.4	3251.85	No
2218	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
2219	3074	4504-YOULA	Female	0	Yes	Yes	35	Yes	Yes	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	59.45	2136.9	No
2220	2321	9776-OJUZI	Female	1	No	No	65	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	95.45	6223.3	No
2221	6673	3798-EPWRR	Female	1	No	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	43.95	85.1	No
2222	5058	1376-HHBDV	Female	0	No	No	30	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Mailed check	48.8	1536.75	No
2223	1751	9436-ZBZCT	Male	0	No	No	14	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	89.95	1178.4	Yes
2224	3941	4797-MIWUM	Male	0	Yes	Yes	7	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Bank transfer (automatic)	20.25	174.7	No
2225	1772	7198-GLXTC	Male	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	No	Electronic check	79	143.65	Yes
2226	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
2227	1878	0463-WZZKO	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	Credit card (automatic)	20.75	67.1	No
2228	2668	6849-WLEYG	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	No	Mailed check	19.75	19.75	Yes
2229	7028	9281-CEDRU	Female	0	Yes	No	68	Yes	No	DSL	No	Yes	No	Yes	Yes	No	Two year	No	Bank transfer (automatic)	64.1	4326.25	No
2230	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
2231	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
2232	5712	8204-TIFGJ	Female	0	No	No	23	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Bank transfer (automatic)	20.3	470.6	No
2233	1482	9290-SHCMB	Female	1	No	No	13	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	96.85	1235.55	No
2234	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
2235	328	5697-GOMBF	Female	1	Yes	Yes	28	No	No phone service	DSL	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	35.9	973.65	No
2236	648	5644-PDMZC	Female	1	No	No	2	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	No	Electronic check	89.5	161.5	Yes
2237	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
2238	3418	4176-FXYBO	Male	0	Yes	No	54	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Month-to-month	No	Electronic check	109.55	6118.95	No
2239	1123	0074-HDKDG	Male	0	Yes	Yes	25	Yes	No	DSL	Yes	Yes	Yes	No	No	No	One year	Yes	Bank transfer (automatic)	61.6	1611	No
2240	6541	1635-HDGFT	Female	0	No	Yes	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.5	398.55	No
2241	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
2242	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
2243	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
2244	3971	8515-OCTJS	Female	0	No	No	25	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	24.75	692.1	Yes
2245	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
2246	5897	0562-HKHML	Male	0	Yes	Yes	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	23.9	1626.4	No
2247	1259	4187-CINZD	Female	1	No	No	46	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	One year	No	Credit card (automatic)	95.25	4424.2	Yes
2248	5157	5840-NVDCG	Female	0	Yes	Yes	16	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	Two year	No	Bank transfer (automatic)	68.25	1114.85	No
2249	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
2250	7038	6840-RESVB	Male	0	Yes	Yes	24	Yes	Yes	DSL	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Mailed check	84.8	1990.5	No
2251	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
2252	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
2253	5140	7577-SWIFR	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	89.25	89.25	No
2254	1023	7460-ITWWP	Female	1	Yes	No	45	Yes	No	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	86.1	3861.45	No
2255	6434	6608-QQLVK	Male	0	No	No	1	Yes	No	DSL	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	50.5	50.5	Yes
2256	2918	2761-XECQW	Male	1	Yes	No	8	No	No phone service	DSL	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Mailed check	43.35	371.4	No
2257	4814	7270-BDIOA	Female	0	No	No	22	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	No	Month-to-month	Yes	Electronic check	90	1993.8	Yes
2258	5009	0052-DCKON	Male	0	Yes	No	66	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	No	Bank transfer (automatic)	115.8	7942.15	No
2259	5286	3235-ETOOB	Male	0	Yes	No	8	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.5	609.9	Yes
2260	912	3865-YIOTT	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	106.1	7848.5	No
2261	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
2262	6195	8111-RKSPX	Male	0	No	No	4	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	72.2	305.55	Yes
2263	1675	6311-UEUME	Female	0	No	No	29	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	78.9	2384.15	Yes
2264	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
2265	3026	6127-ISGTU	Female	0	Yes	No	16	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	84.95	1378.25	Yes
2266	532	4234-XTNEA	Male	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	79.95	174.45	No
2267	1736	7551-JOHTI	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.5	19.5	Yes
2268	1629	3533-UVMOM	Male	0	Yes	No	68	Yes	No	DSL	Yes	Yes	Yes	No	No	Yes	Two year	No	Bank transfer (automatic)	70.95	4741.45	No
2269	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
2270	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
2271	1808	4816-LXZYW	Female	0	No	No	23	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	79.15	1676.95	Yes
2272	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
2273	4860	7321-ZNSLA	Male	0	Yes	Yes	13	No	No phone service	DSL	Yes	Yes	No	Yes	No	No	Two year	No	Mailed check	40.55	590.35	No
2274	4393	2057-ZBLPD	Female	0	Yes	No	21	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	86.5	1808.7	Yes
2275	4577	0471-ARVMX	Female	1	Yes	No	62	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	One year	Yes	Electronic check	104.85	6312.9	No
2276	234	1984-GPTEH	Female	0	No	No	29	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	25.15	702	No
2277	5654	1576-PFZIW	Male	1	Yes	No	70	Yes	No	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Two year	No	Credit card (automatic)	105.35	7511.9	No
2278	2222	8378-LKJAF	Male	0	Yes	Yes	38	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	101.15	3956.7	No
2279	4292	2091-RFFBA	Female	1	No	No	31	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	73.9	2217.15	Yes
2280	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
2281	6896	3085-QUOZK	Female	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	43.95	43.95	Yes
2282	5132	3850-OKINF	Male	0	Yes	Yes	71	Yes	Yes	DSL	Yes	No	No	No	Yes	No	One year	Yes	Electronic check	66.2	4692.55	No
2283	6282	1354-YZFNB	Male	0	Yes	Yes	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	19.55	68.8	No
2284	1948	8183-ONMXC	Female	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Electronic check	80.75	159.45	Yes
2285	5384	3137-LUPIX	Female	0	No	No	4	Yes	Yes	DSL	No	No	No	Yes	Yes	No	Month-to-month	Yes	Mailed check	64.4	253	No
2286	6250	3705-RHRFR	Female	0	Yes	No	69	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	Two year	No	Bank transfer (automatic)	99.15	6875.35	No
2287	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
2288	6447	8782-NUUOL	Male	0	No	No	60	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	One year	No	Mailed check	79	4801.1	No
2289	1995	8000-REIQB	Female	1	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.95	69.95	Yes
2290	2671	4191-XOVOM	Male	0	No	No	63	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	Month-to-month	No	Electronic check	105.4	6713.2	No
2291	5861	9631-RXVJM	Male	0	No	No	35	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.25	677.9	No
2292	2224	2528-HFYZX	Male	1	Yes	No	17	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	76.45	1233.4	Yes
2293	1106	4159-NAAIX	Female	0	No	No	63	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Two year	No	Bank transfer (automatic)	97.45	6253	No
2294	5805	1697-NVVGY	Male	1	Yes	No	19	Yes	No	DSL	Yes	No	Yes	No	Yes	No	Month-to-month	No	Bank transfer (automatic)	66.4	1286.05	No
2295	818	0115-TFERT	Male	0	Yes	No	21	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	111.2	2317.1	Yes
2296	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
2297	4104	3345-PBBFH	Male	0	Yes	No	8	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	49.55	393.45	No
2298	5639	6490-FGZAT	Male	0	No	No	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.65	109.3	No
2299	5117	5317-FLPJF	Female	0	No	No	66	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	61.35	4193.4	No
2300	1697	3795-GWTRD	Female	0	Yes	Yes	63	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	No	Credit card (automatic)	75.55	4707.85	No
2301	3558	8417-GSODA	Male	0	Yes	Yes	28	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	One year	No	Bank transfer (automatic)	92.2	2568.15	No
2302	136	7850-VWJUU	Female	0	No	No	23	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	75	1778.5	No
2303	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
2304	5418	8490-BXHEO	Male	1	No	No	18	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	80.55	1411.65	No
2305	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
2306	6636	3468-DRVQJ	Female	0	Yes	Yes	10	Yes	Yes	DSL	Yes	Yes	No	No	Yes	No	One year	No	Electronic check	70.3	676.15	No
2307	1180	4835-YSJMR	Male	0	No	No	39	Yes	No	DSL	No	No	No	Yes	No	No	Two year	Yes	Bank transfer (automatic)	49.8	1971.15	No
2308	4416	6217-TOWGS	Female	0	Yes	No	17	Yes	Yes	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	75.4	1322.55	No
2309	888	0048-LUMLS	Male	0	Yes	Yes	37	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	One year	No	Credit card (automatic)	91.2	3247.55	No
2310	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
2311	6801	6668-CNMFP	Female	0	Yes	Yes	19	Yes	Yes	Fiber optic	No	No	No	Yes	No	Yes	One year	Yes	Bank transfer (automatic)	89.35	1686.85	No
2312	2437	0567-GGCAC	Female	0	No	No	7	Yes	No	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	No	Electronic check	61.4	438.9	No
2313	3580	0260-ZDLGK	Female	0	No	Yes	9	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Mailed check	72.9	651.4	Yes
2314	4043	3308-JSGML	Male	1	Yes	No	59	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	64.05	3886.85	No
2315	817	0036-IHMOT	Female	0	Yes	Yes	55	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	103.7	5656.75	No
2316	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
2317	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
2318	2341	4304-TSPVK	Female	0	Yes	No	68	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	114.9	7843.55	No
2319	3167	5148-ORICT	Female	0	Yes	No	64	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	Yes	Mailed check	74.35	4759.55	No
2320	7039	2234-XADUH	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	103.2	7362.9	No
2321	5937	5383-MMTWC	Female	1	Yes	No	8	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	84	613.4	Yes
2322	4620	8513-OLYGY	Male	0	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	115.8	8332.15	No
2323	3065	5133-POWUA	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Mailed check	45.8	45.8	No
2324	1264	6244-BESBM	Male	0	Yes	Yes	69	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	95.2	6671.7	No
2325	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
2326	1464	4283-IVYCI	Male	0	No	No	9	Yes	No	DSL	Yes	No	No	Yes	No	Yes	Month-to-month	No	Mailed check	64.95	547.8	No
2327	1739	9804-ICWBG	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.9	69.9	Yes
2328	6245	4759-PXTAN	Female	0	Yes	No	59	Yes	Yes	DSL	No	Yes	No	Yes	Yes	Yes	One year	Yes	Electronic check	80.1	4693.2	No
2329	4986	2694-CIUMO	Female	0	No	No	12	Yes	Yes	Fiber optic	No	No	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	79.55	958.25	No
2330	353	0219-YTZUE	Male	0	Yes	Yes	4	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	84.8	371.9	Yes
2331	5368	6168-WFVVF	Female	1	No	No	3	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.3	235.5	Yes
2332	5485	7794-JASDG	Male	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Mailed check	50.75	50.75	No
2333	3442	0468-YRPXN	Male	0	No	No	29	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	98.8	2807.1	No
2334	4943	4973-MGTON	Female	0	Yes	No	71	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	84.4	5969.3	No
2335	1489	6543-JXSOO	Female	0	Yes	Yes	23	Yes	No	DSL	Yes	Yes	No	Yes	No	No	One year	Yes	Mailed check	57.75	1282.85	No
2336	5633	1222-LRYKO	Male	0	No	Yes	6	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	26.35	184.05	No
2337	6011	5917-HBSDW	Female	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	Month-to-month	No	Electronic check	19.35	683.75	No
2338	3130	0496-AHOOK	Male	0	Yes	No	24	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	One year	No	Bank transfer (automatic)	74.4	1712.9	No
2339	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
2340	4190	3737-GCSPV	Female	0	Yes	No	11	Yes	Yes	Fiber optic	Yes	No	No	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	96.2	1222.05	Yes
2341	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
2342	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
2343	6665	1395-OFUWC	Male	0	Yes	Yes	43	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	No	Credit card (automatic)	29.3	1224.05	No
2344	4012	6689-KXGBO	Female	0	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	50.55	50.55	Yes
2345	6588	3389-KTRXV	Female	0	Yes	Yes	23	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	23.85	625.65	No
2346	52	6575-SUVOI	Female	1	Yes	No	25	Yes	Yes	DSL	Yes	No	No	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	69.5	1752.65	No
2347	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
2348	4563	4547-KQRTM	Female	0	No	No	10	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	80.05	830.7	Yes
2349	4932	5566-SOEZD	Male	0	Yes	Yes	27	Yes	No	Fiber optic	Yes	Yes	No	No	No	No	One year	Yes	Credit card (automatic)	80.65	2209.75	No
2350	3085	5052-PNLOS	Male	0	No	No	3	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	105.35	323.25	Yes
2351	159	7554-NEWDD	Male	0	No	No	10	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	25.7	251.6	No
2352	4338	9708-HPXWZ	Male	1	No	No	5	No	No phone service	DSL	No	No	Yes	Yes	Yes	No	Month-to-month	No	Credit card (automatic)	45.4	214.75	No
2353	1587	5939-SXWHM	Male	0	Yes	Yes	48	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	26.3	1245.05	No
2354	1589	7351-KYHQH	Female	1	No	No	7	Yes	No	DSL	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	64.95	493.65	No
2355	1479	6281-FKEWS	Female	0	No	No	44	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	One year	Yes	Electronic check	49.05	2265	No
2356	5432	1597-FZREH	Female	0	No	No	2	Yes	No	DSL	No	No	Yes	Yes	Yes	Yes	Month-to-month	No	Electronic check	76.4	160.8	Yes
2357	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
2358	1469	5394-SVGJV	Male	0	No	No	37	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	98.8	3475.55	Yes
2359	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
2360	3094	1898-JSNDC	Female	0	No	No	39	Yes	No	DSL	No	Yes	No	No	Yes	No	One year	Yes	Credit card (automatic)	58.6	2224.5	No
2361	3891	7995-ZHHNZ	Male	0	Yes	No	42	Yes	Yes	DSL	Yes	No	No	No	No	No	One year	No	Credit card (automatic)	56.1	2386.85	No
2362	3534	2165-VOEGB	Female	0	No	Yes	46	Yes	No	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	105.2	4822.85	Yes
2363	2078	7746-QYVCO	Male	0	Yes	Yes	16	Yes	No	DSL	Yes	Yes	No	No	No	No	One year	Yes	Mailed check	55.85	857.8	No
2364	6895	5126-RCXYW	Male	0	Yes	Yes	54	No	No phone service	DSL	No	No	Yes	Yes	No	Yes	Two year	No	Credit card (automatic)	46	2424.05	No
2365	4423	5951-AOFIH	Male	0	No	No	33	Yes	No	DSL	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	66.4	2245.4	No
2366	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
2367	6939	2758-RNWXS	Male	0	No	No	35	Yes	No	Fiber optic	Yes	No	No	Yes	No	Yes	One year	Yes	Electronic check	89.2	3251.3	No
2368	3630	9986-BONCE	Female	0	No	No	4	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	20.95	85.5	Yes
2369	2828	8559-WNQZS	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.45	20.45	No
2370	436	4980-URKXC	Male	0	Yes	No	36	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	20.85	720.05	No
2371	5914	3099-OONVS	Male	0	Yes	Yes	25	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Electronic check	54.3	1296.8	No
2372	6818	2710-WYVXG	Female	0	No	No	3	Yes	No	DSL	Yes	Yes	No	Yes	No	Yes	Two year	No	Mailed check	71.1	213.35	No
2373	2960	5590-BYNII	Male	0	No	No	22	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.75	2095	Yes
2374	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
2375	1588	8152-UOBNY	Female	1	No	No	50	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	One year	Yes	Electronic check	106.8	5347.95	No
2376	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
2377	2780	4404-HIBDJ	Female	0	No	No	25	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	One year	No	Mailed check	74.3	1863.8	Yes
2378	5439	5959-BELXA	Male	1	No	No	32	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	96.15	3019.25	Yes
2379	1590	7643-RCHXS	Female	0	Yes	Yes	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Electronic check	19.35	1263.85	No
2380	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
2381	973	8919-FYFQZ	Male	1	Yes	No	44	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	30.35	1359.7	Yes
2382	1238	5565-FILXA	Female	1	No	No	16	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	96.15	1529.2	Yes
2383	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
2384	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
2385	5095	7269-JISCY	Female	0	No	No	55	Yes	No	DSL	No	No	No	No	No	No	One year	No	Bank transfer (automatic)	45.05	2462.6	No
2386	4210	5446-DKWYW	Female	1	Yes	Yes	61	Yes	Yes	DSL	No	No	Yes	No	Yes	No	One year	Yes	Electronic check	65.2	3965.05	No
2387	4520	3506-LCJDC	Male	0	Yes	Yes	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Bank transfer (automatic)	19.95	19.95	Yes
2388	6014	0956-ACVZC	Female	0	No	No	54	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Credit card (automatic)	94.1	5060.9	No
2389	2231	2482-CZGBB	Male	0	No	No	10	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70	740	Yes
2390	5270	6682-QJDGB	Male	0	No	Yes	40	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	55.25	2139.2	Yes
2391	1497	3128-YOVTD	Female	0	Yes	Yes	51	Yes	No	Fiber optic	Yes	Yes	No	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	79.15	4018.55	No
2392	449	1090-ESELR	Male	0	Yes	Yes	72	Yes	No	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	105.5	7611.55	No
2393	2369	9570-KYEUA	Male	0	No	No	64	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	No	Yes	Two year	No	Credit card (automatic)	99.25	6549.45	No
2394	6817	4707-MAXGU	Male	0	Yes	No	72	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	25.85	1872.2	No
2395	3429	7872-BAAZR	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	No	Bank transfer (automatic)	19.55	1007.9	No
2396	4369	2592-SEIFQ	Male	0	No	No	3	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	24.75	66.95	Yes
2397	2422	9603-OAIHC	Male	1	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.05	70.05	No
2398	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
2399	5683	5057-LCOUI	Female	0	No	No	39	No	No phone service	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	50.75	2011.4	Yes
2400	6304	2754-XBHTB	Female	0	No	No	9	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	77.65	714.15	Yes
2401	1551	6518-KZXCB	Male	0	No	No	22	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	25.25	566.5	No
2402	6244	5331-RGMTT	Male	1	Yes	No	54	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	99.05	5295.7	No
2403	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
2404	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
2405	2092	2251-PYLPB	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	No	Credit card (automatic)	79.55	5810.9	No
2406	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
2407	2015	5155-AZQPB	Female	0	Yes	Yes	28	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	49.9	1410.25	No
2408	187	8167-GJLRN	Male	0	No	No	3	No	No phone service	DSL	No	No	No	Yes	No	No	Month-to-month	No	Electronic check	30.4	82.15	No
2409	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
2410	3426	4510-HIMLV	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.8	69.8	Yes
2411	6066	5349-IECLD	Male	0	No	No	2	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	No	Electronic check	94.95	178.1	Yes
2412	1381	3717-OEAUQ	Male	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Mailed check	70.7	129.2	No
2413	5697	1984-FCOWB	Female	0	Yes	No	70	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	109.5	7674.55	Yes
2414	413	5973-EJGDP	Male	0	No	No	51	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	No	Month-to-month	Yes	Electronic check	87.35	4473	No
2415	6380	2378-VTKDH	Male	1	Yes	No	65	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	104.35	6578.55	No
2416	3455	7274-RTAPZ	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	90.55	90.55	Yes
2417	941	0811-GSDTP	Female	0	No	Yes	13	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	30.15	382.2	No
2418	801	1450-GALXR	Female	0	No	No	10	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	98.5	1058.25	Yes
2419	3336	8380-MQINP	Female	0	Yes	Yes	55	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.3	1079.05	No
2420	6597	9210-IAHGH	Female	0	No	No	7	Yes	No	DSL	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	70.75	450.8	Yes
2421	2750	1179-INLAT	Male	0	No	No	3	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	19.45	69.25	No
2422	5292	0756-MPZRL	Male	0	No	No	46	No	No phone service	DSL	No	No	Yes	Yes	No	No	One year	No	Credit card (automatic)	33.7	1537.85	No
2423	4318	4369-NYSCF	Male	0	No	No	56	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	One year	Yes	Bank transfer (automatic)	75.75	4284.65	No
2424	256	7017-VFHAY	Female	0	Yes	Yes	61	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	115.1	7008.15	No
2425	4035	1485-YDHMM	Male	0	Yes	Yes	52	Yes	Yes	Fiber optic	No	Yes	No	Yes	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	93.25	4631.7	No
2426	6907	1041-RXHRA	Female	0	No	No	41	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	70.25	2868.05	Yes
2427	3199	3696-DFHHB	Female	0	No	No	68	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	25.5	1821.8	No
2428	2235	9917-KWRBE	Female	0	Yes	Yes	41	Yes	Yes	DSL	Yes	Yes	Yes	No	Yes	No	One year	Yes	Credit card (automatic)	78.35	3211.2	No
2429	647	2391-IPLOP	Male	0	Yes	Yes	50	Yes	Yes	DSL	No	No	Yes	Yes	Yes	No	One year	Yes	Electronic check	69.65	3442.15	No
2430	1767	3669-WHAFY	Female	0	Yes	No	71	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	115.15	8078.1	No
2431	4825	0921-OHLVP	Male	0	No	No	22	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Electronic check	83.05	1799.3	No
2432	5918	8514-VZHEB	Male	0	Yes	Yes	59	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.5	1147.85	No
2433	5025	7326-RIGQZ	Male	0	Yes	Yes	6	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.8	377.85	No
2434	5947	7951-QKZPL	Female	0	Yes	Yes	33	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	24.5	740.3	Yes
2435	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
2436	24	6322-HRPFA	Male	0	Yes	Yes	49	Yes	No	DSL	Yes	Yes	No	Yes	No	No	Month-to-month	No	Credit card (automatic)	59.6	2970.3	No
2437	5566	2302-OUZXB	Male	0	Yes	No	72	Yes	Yes	DSL	No	Yes	Yes	No	Yes	Yes	Two year	No	Bank transfer (automatic)	82.15	5784.3	No
2438	1088	7029-RPUAV	Male	1	Yes	No	17	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	100.45	1622.45	Yes
2439	5169	7105-BENQF	Male	0	No	Yes	15	Yes	No	DSL	Yes	No	Yes	No	No	Yes	One year	No	Mailed check	64.85	950.75	No
2440	2694	2466-NEJOJ	Male	0	Yes	Yes	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Credit card (automatic)	19.65	169.75	No
2441	4630	1852-XEMDW	Male	0	No	No	22	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	No	Mailed check	65.05	1427.55	No
2442	4438	2263-SFSQZ	Male	0	Yes	Yes	51	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	24.95	1222.25	No
2443	112	5712-AHQNN	Female	0	No	No	43	Yes	No	Fiber optic	No	Yes	Yes	No	Yes	No	Month-to-month	Yes	Electronic check	91.65	3954.1	No
2444	2841	9743-DQKQW	Male	0	No	No	3	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Electronic check	25.1	79.8	No
2445	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
2446	3441	4086-ATNFV	Female	0	Yes	Yes	34	Yes	No	DSL	Yes	Yes	Yes	No	No	No	One year	Yes	Mailed check	60.8	2042.05	No
2447	3875	2403-BCASL	Male	1	Yes	Yes	41	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Electronic check	111.95	4534.9	Yes
2448	6689	8561-NMTBD	Female	0	Yes	Yes	67	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	112.35	7388.45	No
2449	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
2450	56	8769-KKTPH	Female	0	Yes	Yes	63	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	One year	Yes	Credit card (automatic)	99.65	6311.2	No
2451	1309	7831-QGOXH	Female	0	No	No	18	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	85.2	1553.9	Yes
2452	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
2453	5125	2982-VPSGI	Female	0	Yes	No	11	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	94	1078.9	Yes
2454	1227	8496-DMZUK	Male	0	No	No	30	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	No	One year	No	Bank transfer (automatic)	90.4	2820.65	No
2455	1999	3858-VOBET	Male	0	No	No	23	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.95	1710.45	Yes
2456	276	4484-GLZOU	Female	0	Yes	No	52	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	105.05	5624.85	Yes
2457	4694	0594-UFTUL	Male	0	Yes	Yes	13	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.85	252	No
2458	4060	0757-WCUUZ	Male	0	Yes	Yes	54	Yes	Yes	DSL	No	No	Yes	No	No	Yes	Two year	No	Credit card (automatic)	63.35	3409.1	No
2459	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
2460	6194	2868-LLSKM	Female	0	Yes	Yes	68	Yes	Yes	Fiber optic	No	Yes	No	Yes	No	No	One year	Yes	Bank transfer (automatic)	83.65	5733.4	No
2461	682	4957-TREIR	Male	0	No	No	3	Yes	No	DSL	Yes	No	No	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	64.4	195.65	No
2462	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
2463	6632	9259-PACGQ	Female	0	Yes	No	34	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	Month-to-month	No	Electronic check	62.65	2274.9	Yes
2464	5093	2676-SSLTO	Male	0	No	No	49	Yes	Yes	DSL	No	No	No	Yes	Yes	No	Two year	Yes	Bank transfer (automatic)	66.15	3199	No
2465	4011	8143-ETQTI	Female	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	Yes	Mailed check	19.65	451.55	No
2466	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
2467	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
2468	4712	7550-WIQVA	Male	0	Yes	Yes	50	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	One year	Yes	Electronic check	108.25	5431.4	No
2469	6064	7568-PODML	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	Yes	Yes	Month-to-month	Yes	Mailed check	45.3	45.3	Yes
2470	942	7567-ECMCM	Male	0	No	No	24	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	79.85	2001	No
2471	1036	6445-TNRXS	Male	0	Yes	Yes	68	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	114.7	7849.85	No
2472	5532	8174-LNWMW	Female	0	No	No	31	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	20.9	689.35	No
2473	5674	3566-CAAYU	Female	0	Yes	Yes	64	No	No phone service	DSL	No	Yes	Yes	Yes	No	Yes	Two year	No	Electronic check	49.85	3210.35	No
2474	1346	2845-HSJCY	Female	0	Yes	Yes	14	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	87.25	1258.6	Yes
2475	3575	9501-UKKNL	Male	0	No	No	59	No	No phone service	DSL	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	51.7	3005.8	No
2476	4103	5214-NLTIT	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Two year	Yes	Credit card (automatic)	90.8	6511.8	No
2477	2784	7295-JOMMD	Female	0	No	Yes	4	Yes	No	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	98.1	396.3	Yes
2478	4323	3707-LRWZD	Female	0	No	No	32	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	One year	No	Electronic check	84.05	2781.85	Yes
2479	2384	2573-GYRUU	Male	1	Yes	No	48	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Credit card (automatic)	91.05	4370.75	No
2480	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
2481	115	3071-VBYPO	Male	0	Yes	Yes	3	Yes	No	Fiber optic	Yes	Yes	No	No	Yes	No	Month-to-month	No	Electronic check	89.85	248.4	No
2482	4906	8639-NHQEI	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	No	No	Yes	No	Two year	Yes	Bank transfer (automatic)	95.9	6954.15	No
2483	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
2484	7007	2274-XUATA	Male	1	Yes	No	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	63.1	4685.55	No
2485	3119	5307-DZCVC	Female	1	Yes	No	32	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	85.95	2628.6	Yes
2486	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	1127.2	Yes
2487	4989	0909-SDHNU	Female	0	No	Yes	7	No	No phone service	DSL	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	29.8	201.95	No
2488	6893	5876-HZVZM	Female	0	Yes	Yes	6	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Credit card (automatic)	55.9	365.35	Yes
2489	2819	1575-KRZZE	Female	0	No	No	4	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Electronic check	55.2	220.65	No
2490	6021	3752-CQSJI	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	Month-to-month	Yes	Mailed check	20.45	254.5	No
2491	4855	0868-VJRDR	Male	0	Yes	No	64	Yes	No	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	104.05	6605.55	No
2492	5862	9584-EXCDZ	Female	0	No	No	17	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	70.5	1165.6	No
2493	5790	0980-PVMRC	Female	0	Yes	Yes	40	No	No phone service	DSL	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	50.85	2036.55	No
2494	81	8108-UXRQN	Female	0	Yes	Yes	11	No	No phone service	DSL	Yes	No	No	No	Yes	Yes	Month-to-month	No	Electronic check	50.55	565.35	No
2495	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
2496	1972	7892-QVYKW	Female	0	Yes	Yes	23	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Electronic check	85.6	1868.4	No
2497	1714	8932-CZHRQ	Male	0	No	No	68	Yes	Yes	DSL	Yes	Yes	Yes	No	No	Yes	One year	No	Credit card (automatic)	76.75	5233.25	No
2498	3536	2254-DLXRI	Female	0	No	No	1	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	79.15	79.15	No
2499	4516	4077-HWUYD	Male	0	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	87.55	6463.15	No
2500	5296	8745-PVESG	Female	0	No	No	57	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	One year	Yes	Credit card (automatic)	41.1	2258.25	No

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