Name: Telco Customer Churn (IBM Dataset)
License: https://creativecommons.org/licenses/by/4.0/

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Contains 7043 records / 21 fields
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Data sourced from: https://github.com/plotly/datasets

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CustomerID	Gender	SeniorCitizen	Partner	Dependents	Tenure	PhoneService	MultipleLines	InternetService	OnlineSecurity	OnlineBackup	DeviceProtection	TechSupport	StreamingTV	StreamingMovies	Contract	PaperlessBilling	PaymentMethod	MonthlyCharges	TotalCharges	Churn
7590-VHVEG	Female	0	Yes	No	1	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	29.85	29.85	No
5575-GNVDE	Male	0	No	No	34	Yes	No	DSL	Yes	No	Yes	No	No	No	One year	No	Mailed check	56.95	1889.5	No
3668-QPYBK	Male	0	No	No	2	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	53.85	108.15	Yes
7795-CFOCW	Male	0	No	No	45	No	No phone service	DSL	Yes	No	Yes	Yes	No	No	One year	No	Bank transfer (automatic)	42.3	1840.75	No
9237-HQITU	Female	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.7	151.65	Yes
9305-CDSKC	Female	0	No	No	8	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	99.65	820.5	Yes
1452-KIOVK	Male	0	No	Yes	22	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Credit card (automatic)	89.1	1949.4	No
6713-OKOMC	Female	0	No	No	10	No	No phone service	DSL	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	29.75	301.9	No
7892-POOKP	Female	0	Yes	No	28	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	104.8	3046.05	Yes
6388-TABGU	Male	0	No	Yes	62	Yes	No	DSL	Yes	Yes	No	No	No	No	One year	No	Bank transfer (automatic)	56.15	3487.95	No
9763-GRSKD	Male	0	Yes	Yes	13	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Mailed check	49.95	587.45	No
7469-LKBCI	Male	0	No	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	18.95	326.8	No
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
0280-XJGEX	Male	0	No	No	49	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	103.7	5036.3	Yes
5129-JLPIS	Male	0	No	No	25	Yes	No	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	105.5	2686.05	No
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
8191-XWSZG	Female	0	No	No	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.65	1022.95	No
9959-WOFKT	Male	0	No	Yes	71	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Two year	No	Bank transfer (automatic)	106.7	7382.25	No
4190-MFLUW	Female	0	Yes	Yes	10	Yes	No	DSL	No	No	Yes	Yes	No	No	Month-to-month	No	Credit card (automatic)	55.2	528.35	Yes
4183-MYFRB	Female	0	No	No	21	Yes	No	Fiber optic	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	90.05	1862.9	No
8779-QRDMV	Male	1	No	No	1	No	No phone service	DSL	No	No	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	39.65	39.65	Yes
1680-VDCWW	Male	0	Yes	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	19.8	202.25	No
1066-JKSGK	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20.15	20.15	Yes
3638-WEABW	Female	0	Yes	No	58	Yes	Yes	DSL	No	Yes	No	Yes	No	No	Two year	Yes	Credit card (automatic)	59.9	3505.1	No
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
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
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
8665-UTDHZ	Male	0	Yes	Yes	1	No	No phone service	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	30.2	30.2	Yes
5248-YGIJN	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	90.25	6369.45	No
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
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
4929-XIHVW	Male	1	Yes	No	2	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	95.5	181.65	No
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
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
3413-BMNZE	Male	1	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	45.25	45.25	No
6234-RAAPL	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	No	Two year	No	Bank transfer (automatic)	99.9	7251.7	No
6047-YHPVI	Male	0	No	No	5	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.7	316.9	Yes
6572-ADKRS	Female	0	No	No	46	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	74.8	3548.3	No
5380-WJKOV	Male	0	No	No	34	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	106.35	3549.25	Yes
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
8865-TNMNX	Male	0	Yes	Yes	10	Yes	No	DSL	No	Yes	No	No	No	No	One year	No	Mailed check	49.55	475.7	No
9489-DEDVP	Female	0	Yes	Yes	70	Yes	Yes	DSL	Yes	Yes	No	No	Yes	No	Two year	Yes	Credit card (automatic)	69.2	4872.35	No
9867-JCZSP	Female	0	Yes	Yes	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.75	418.25	No
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
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
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
5948-UJZLF	Male	0	No	No	2	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Mailed check	49.25	97	No
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
7639-LIAYI	Male	0	No	No	52	Yes	Yes	DSL	Yes	No	No	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	79.75	4217.8	No
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
8012-SOUDQ	Female	1	No	No	43	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	90.25	3838.75	No
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
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
7495-OOKFY	Female	1	Yes	No	8	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	80.65	633.3	Yes
4667-QONEA	Female	1	Yes	Yes	60	Yes	No	DSL	Yes	Yes	Yes	Yes	No	Yes	One year	Yes	Credit card (automatic)	74.85	4456.35	No
1658-BYGOY	Male	1	No	No	18	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.45	1752.55	Yes
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
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
3957-SQXML	Female	0	Yes	Yes	34	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Credit card (automatic)	24.95	894.3	No
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
0434-CSFON	Female	0	Yes	No	47	Yes	Yes	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.5	4707.1	No
1215-FIGMP	Male	0	No	No	60	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	89.9	5450.7	No
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
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
5698-BQJOH	Female	0	No	No	9	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	No	Electronic check	94.4	857.25	Yes
5122-CYFXA	Female	0	No	No	3	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	75.3	244.1	No
8627-ZYGSZ	Male	0	Yes	No	47	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	One year	Yes	Electronic check	78.9	3650.35	No
3410-YOQBQ	Female	0	No	No	31	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Mailed check	79.2	2497.2	No
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
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
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
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
1891-QRQSA	Male	1	Yes	Yes	64	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	111.6	7099	No
8028-PNXHQ	Male	0	Yes	Yes	62	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	24.25	1424.6	No
5630-AHZIL	Female	0	No	Yes	3	Yes	No	DSL	Yes	No	No	Yes	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	64.5	177.4	No
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
6416-JNVRK	Female	0	No	No	46	Yes	No	DSL	No	No	No	No	No	Yes	One year	No	Credit card (automatic)	55.65	2688.85	No
5590-ZSKRV	Female	0	Yes	Yes	8	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Mailed check	54.65	482.25	No
0191-ZHSKZ	Male	1	No	No	30	Yes	No	DSL	Yes	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	74.75	2111.3	No
3887-PBQAO	Female	0	Yes	Yes	45	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Credit card (automatic)	25.9	1216.6	No
5919-TMRGD	Female	0	No	Yes	1	Yes	No	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Electronic check	79.35	79.35	Yes
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
9191-MYQKX	Female	0	Yes	No	7	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	75.15	496.9	Yes
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
0318-ZOPWS	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	Two year	Yes	Bank transfer (automatic)	20.15	973.35	No
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
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
1862-QRWPE	Female	0	Yes	Yes	48	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	20.65	1057	No
2796-NNUFI	Female	0	Yes	Yes	46	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	19.95	927.1	No
3016-KSVCP	Male	0	Yes	No	29	No	No phone service	DSL	No	No	No	No	Yes	No	Month-to-month	No	Mailed check	33.75	1009.25	No
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
2424-WVHPL	Male	1	No	No	1	Yes	No	Fiber optic	No	No	No	Yes	No	No	Month-to-month	No	Electronic check	74.7	74.7	No
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
6067-NGCEU	Female	0	No	No	65	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	111.05	7107	No
9848-JQJTX	Male	0	No	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	100.9	7459.05	No
8637-XJIVR	Female	0	No	No	12	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	78.95	927.35	Yes
9803-FTJCG	Male	0	Yes	Yes	71	Yes	Yes	DSL	Yes	Yes	No	Yes	No	No	One year	Yes	Credit card (automatic)	66.85	4748.7	No
0278-YXOOG	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	21.05	113.85	Yes
3212-KXOCR	Male	0	No	No	52	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	21	1107.2	No
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
6380-ARCEH	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
3679-XASPY	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	19.45	19.45	No
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
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
3192-NQECA	Male	0	Yes	No	68	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	110	7611.85	Yes
6180-YBIQI	Male	0	No	No	5	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	No	Mailed check	24.3	100.2	No
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
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
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
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
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
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
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
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
5256-SKJGO	Female	0	Yes	Yes	64	No	No phone service	DSL	No	Yes	No	Yes	Yes	Yes	Two year	Yes	Electronic check	54.6	3423.5	No
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
9560-BBZXK	Female	0	No	No	36	No	No phone service	DSL	Yes	No	No	No	No	No	Two year	No	Bank transfer (automatic)	31.05	1126.35	No
5299-RULOA	Female	0	Yes	Yes	10	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.25	1064.65	Yes
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
9445-ZUEQE	Male	0	Yes	Yes	27	Yes	Yes	Fiber optic	No	Yes	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	85.2	2151.6	No
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
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
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
6497-TILVL	Female	0	Yes	Yes	7	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	No	Mailed check	50.7	350.35	No
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
4622-YNKIJ	Male	0	No	No	33	Yes	No	Fiber optic	Yes	No	No	Yes	Yes	No	Two year	Yes	Electronic check	88.95	3027.65	No
4412-YLTKF	Female	1	No	No	27	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Electronic check	78.05	2135.5	Yes
6734-PSBAW	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	Yes	Bank transfer (automatic)	23.55	1723.95	No
3930-ZGWVE	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.75	19.75	No
2639-UGMAZ	Male	1	No	No	71	No	No phone service	DSL	Yes	Yes	No	No	Yes	Yes	One year	Yes	Electronic check	56.45	3985.35	No
2876-GZYZC	Female	0	No	No	13	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	85.95	1215.65	No
6207-WIOLX	Female	0	Yes	Yes	25	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	58.6	1502.65	Yes
8587-XYZSF	Male	0	No	No	67	Yes	No	DSL	No	No	No	Yes	No	No	Two year	No	Bank transfer (automatic)	50.55	3260.1	No
3091-FYHKI	Male	0	No	No	1	No	No phone service	DSL	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	35.45	35.45	Yes
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
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
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
3774-VBNXY	Female	0	Yes	Yes	64	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	20.2	1277.75	No
6217-KDYWC	Male	0	No	Yes	57	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	19.6	1170.55	No
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
3146-MSEGF	Female	1	Yes	Yes	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	88.05	6425.65	No
4080-OGPJL	Female	0	No	No	8	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	Month-to-month	No	Electronic check	71.15	563.65	Yes
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
2636-SJDOU	Male	0	No	No	64	Yes	Yes	Fiber optic	Yes	Yes	No	No	No	No	One year	Yes	Credit card (automatic)	84.3	5289.05	No
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
5716-EZXZN	Female	0	Yes	Yes	65	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	No	Two year	Yes	Credit card (automatic)	99.05	6416.7	No
6837-BJYDQ	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	No	Mailed check	19.6	61.35	No
2135-RXIHG	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	45.65	45.65	Yes
6440-DKQGE	Male	0	No	Yes	30	Yes	No	DSL	No	Yes	Yes	No	Yes	No	One year	No	Credit card (automatic)	64.5	1929.95	No
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
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
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
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
9073-ZZIAY	Male	0	Yes	Yes	62	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Electronic check	86.1	5215.25	No
3077-RSNTJ	Female	0	Yes	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.7	113.5	No
6551-GNYDG	Female	0	Yes	Yes	14	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	80.9	1152.8	No
9167-APMXZ	Female	0	No	No	22	Yes	Yes	Fiber optic	No	No	No	No	Yes	No	Month-to-month	Yes	Bank transfer (automatic)	84.15	1821.95	No
2749-CTKAJ	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	Mailed check	20.15	419.9	No
6371-NZYEG	Male	0	Yes	Yes	16	Yes	No	DSL	Yes	No	Yes	No	Yes	No	Two year	No	Mailed check	64.25	1024	No
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
8992-VONJD	Female	0	No	Yes	13	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	56	764.55	No
0867-MKZVY	Female	0	Yes	No	20	Yes	Yes	Fiber optic	Yes	No	No	No	No	No	Month-to-month	No	Electronic check	82.4	1592.35	Yes
4482-EWFMI	Female	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.7	135.2	No
4648-YPBTM	Male	0	No	No	53	Yes	Yes	DSL	No	Yes	Yes	Yes	No	Yes	Two year	Yes	Bank transfer (automatic)	73.9	3958.25	No
2907-ILJBN	Female	0	Yes	Yes	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.6	233.9	No
6345-FZOQH	Male	0	Yes	No	69	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.9	1363.45	No
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
5997-OPVFA	Male	0	Yes	No	72	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	89.05	6254.45	No
3445-HXXGF	Male	1	Yes	No	58	No	No phone service	DSL	No	Yes	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	45.3	2651.2	Yes
1159-WFSGR	Female	0	Yes	Yes	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Electronic check	20.4	321.4	No
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
1875-QIVME	Female	0	Yes	No	2	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	104.4	242.8	Yes
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
0691-JVSYA	Female	0	Yes	No	53	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	One year	Yes	Bank transfer (automatic)	94.85	5000.2	Yes
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
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
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
2070-FNEXE	Female	1	No	No	7	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	76.45	503.6	Yes
5947-SGKCL	Female	0	Yes	Yes	15	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	105.35	1559.25	No
3712-PKXZA	Male	0	Yes	No	61	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	1252	No
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
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
9367-WXLCH	Male	0	No	No	8	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Bank transfer (automatic)	84.5	662.65	Yes
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
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
1024-GUALD	Female	0	Yes	No	1	No	No phone service	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	24.8	24.8	Yes
4827-USJHP	Male	0	No	No	20	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	51.8	1023.85	No
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
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
8017-UVSZU	Female	0	Yes	No	40	Yes	Yes	DSL	No	Yes	No	No	No	No	Month-to-month	No	Credit card (automatic)	56.6	2379.1	No
7100-FQPRV	Male	0	Yes	Yes	43	Yes	Yes	DSL	Yes	No	No	Yes	No	Yes	One year	Yes	Credit card (automatic)	71.9	3173.35	No
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
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
9680-NIAUV	Female	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	Yes	Yes	Two year	No	Credit card (automatic)	109.7	8129.3	No
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
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
9178-JHUVJ	Male	0	Yes	Yes	24	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Bank transfer (automatic)	24.1	587.4	No
6168-YBYNP	Male	0	No	No	59	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	111.35	6519.75	No
7255-SSFBC	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	112.25	8041.65	No
3645-DEYGF	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	20.75	20.75	No
9323-HGFWY	Female	0	Yes	No	27	Yes	No	Fiber optic	Yes	No	No	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	101.9	2681.15	No
8544-GOQSH	Female	0	No	No	14	Yes	No	Fiber optic	No	Yes	No	Yes	No	No	Month-to-month	Yes	Credit card (automatic)	80.05	1112.3	No
3363-DTIVD	Male	0	Yes	Yes	71	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	Yes	Two year	No	Electronic check	105.55	7405.5	No
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
9142-KZXOP	Male	0	No	No	44	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	68.85	2958.95	No
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
6348-SNFUS	Male	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	No	Yes	Two year	Yes	Credit card (automatic)	55.45	4179.2	No
1285-OKIPP	Male	0	No	No	1	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Electronic check	79.9	79.9	Yes
7825-ECJRF	Female	0	No	No	19	Yes	No	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	106.6	1934.45	Yes
1347-KTTTA	Male	0	Yes	No	64	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	102.45	6654.1	No
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
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
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
4709-LKHYG	Female	0	Yes	Yes	29	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Electronic check	20	540.05	No
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
0699-NDKJM	Female	0	Yes	No	57	No	No phone service	DSL	Yes	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	58.75	3437.45	No
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
0230-WEQUW	Male	0	Yes	No	66	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	No	Two year	Yes	Bank transfer (automatic)	56.6	3789.2	No
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
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
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
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
6469-MRVET	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	Yes	Electronic check	20.2	20.2	No
0742-MOABM	Male	0	Yes	No	4	Yes	No	DSL	No	No	No	Yes	No	No	Month-to-month	No	Mailed check	50.05	179.35	Yes
5961-VUSRV	Female	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Bank transfer (automatic)	19.35	219.35	No
6778-JFCMK	Male	0	No	No	24	No	No phone service	DSL	Yes	No	No	No	Yes	Yes	One year	Yes	Mailed check	50.6	1288.75	No
6341-JVQGF	Female	0	Yes	Yes	31	Yes	No	DSL	Yes	No	Yes	Yes	Yes	Yes	One year	Yes	Mailed check	81.15	2545.75	No
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
4811-JBUVU	Male	0	No	No	30	Yes	Yes	Fiber optic	No	No	No	Yes	No	Yes	Month-to-month	Yes	Credit card (automatic)	89.9	2723.15	No
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
2651-ZCBXV	Male	0	No	No	54	Yes	Yes	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	108	5760.65	No
3316-UWXUY	Male	0	No	No	50	Yes	No	Fiber optic	Yes	Yes	No	Yes	No	Yes	Month-to-month	Yes	Credit card (automatic)	93.5	4747.5	No
8937-RDTHP	Male	0	No	No	1	Yes	No	Fiber optic	Yes	No	No	No	No	Yes	Month-to-month	Yes	Mailed check	84.6	84.6	Yes
7083-MIOPC	Female	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	Credit card (automatic)	20.25	1566.9	No
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
1251-KRREG	Male	0	No	No	2	Yes	Yes	DSL	No	Yes	No	No	No	No	Month-to-month	Yes	Mailed check	54.4	114.1	Yes
0621-JFHOL	Female	0	No	No	10	No	No phone service	DSL	No	No	No	Yes	No	No	Two year	Yes	Mailed check	29.6	299.05	No
9903-LYSAB	Male	0	Yes	No	18	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	73.15	1305.95	No
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
9227-UAQFT	Male	0	No	No	16	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.75	284.35	No
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
6614-FHDBO	Male	0	No	No	72	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	109.2	7878.3	No
7576-ASEJU	Female	0	Yes	Yes	41	Yes	No	DSL	Yes	No	No	Yes	Yes	Yes	One year	Yes	Credit card (automatic)	74.7	3187.65	No
9058-HRZSV	Female	1	Yes	No	65	Yes	No	Fiber optic	Yes	Yes	Yes	No	No	Yes	Month-to-month	No	Electronic check	94.4	6126.15	No
4522-AKYLR	Female	1	No	No	13	Yes	No	DSL	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	54.8	731.3	No
0221-WMXNQ	Male	1	No	No	4	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	No	Electronic check	75.35	273.4	No
0303-UNCIP	Male	0	No	No	41	Yes	Yes	DSL	No	No	Yes	No	No	Yes	One year	No	Mailed check	65	2531.8	No
9947-OTFQU	Male	1	No	No	15	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	74.4	1074.3	Yes
0322-YINQP	Male	0	No	No	1	Yes	No	DSL	Yes	No	No	No	No	No	Month-to-month	Yes	Mailed check	48.55	48.55	Yes
0959-WHOKV	Male	0	No	No	42	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	Yes	One year	Yes	Electronic check	99	4298.45	No
4075-JFPGR	Female	0	Yes	No	51	Yes	No	Fiber optic	Yes	Yes	Yes	No	Yes	No	One year	Yes	Electronic check	93.5	4619.55	No
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
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
3282-ZISZV	Male	0	No	Yes	32	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	One year	No	Credit card (automatic)	83.7	2633.3	No
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
4111-BNXIF	Female	0	Yes	Yes	67	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	59.55	4103.9	No
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
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
4959-JOSRX	Female	0	Yes	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	44.6	80.55	Yes
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
7273-TEFQD	Male	1	No	No	3	No	No phone service	DSL	No	No	Yes	No	No	Yes	Month-to-month	Yes	Electronic check	41.15	132.2	Yes
3606-TWKGI	Male	1	No	No	13	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	106.9	1364.3	Yes
7529-ZDFXI	Male	1	Yes	No	57	Yes	Yes	Fiber optic	No	Yes	No	No	No	Yes	Month-to-month	Yes	Electronic check	89.85	4925.35	No
7605-BDWDC	Female	0	No	No	31	No	No phone service	DSL	Yes	Yes	No	Yes	No	Yes	Two year	Yes	Bank transfer (automatic)	49.85	1520.1	No
1950-KSVVJ	Female	0	Yes	No	45	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	No	Mailed check	113.3	5032.25	No
0123-CRBRT	Female	0	Yes	Yes	61	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Mailed check	88.1	5526.75	No
6292-TOSSS	Male	0	No	No	50	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Bank transfer (automatic)	24.9	1195.25	No
3197-ARFOY	Female	1	No	No	19	Yes	No	Fiber optic	Yes	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Mailed check	105	2007.25	No
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
7014-ZZXAW	Female	0	Yes	No	71	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	24.25	1732.95	No
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
7633-MVPUY	Male	0	Yes	No	57	Yes	No	DSL	Yes	Yes	No	Yes	No	No	Two year	Yes	Electronic check	59.75	3450.15	No
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
4716-HHKQH	Male	1	Yes	No	20	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	Month-to-month	No	Electronic check	107.05	2172.05	No
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
6432-TWQLB	Male	0	Yes	No	5	Yes	Yes	Fiber optic	No	Yes	No	Yes	No	No	Month-to-month	Yes	Electronic check	85.4	401.1	Yes
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
3179-GBRWV	Male	1	Yes	No	21	Yes	No	DSL	Yes	Yes	No	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	64.95	1339.8	No
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
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
0314-TKOSI	Female	0	No	No	6	Yes	No	DSL	Yes	Yes	No	No	No	No	Month-to-month	No	Mailed check	55.15	322.9	No
8229-MYEJZ	Female	0	No	No	10	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Electronic check	51.2	498.25	No
2080-SRCDE	Female	0	No	Yes	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	No	Mailed check	25.4	25.4	No
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
9512-UIBFX	Male	0	Yes	Yes	18	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	No	Mailed check	95.15	1779.95	Yes
6202-DYYFX	Female	0	No	No	22	Yes	Yes	Fiber optic	No	No	No	No	No	No	One year	Yes	Credit card (automatic)	76	1783.6	No
3808-HFKDE	Female	0	No	No	20	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	44.35	927.15	No
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
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
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
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
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
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
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
1563-IWQEX	Female	0	No	No	12	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.7	220.35	No
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
6556-DBKZF	Female	0	Yes	Yes	71	Yes	No	Fiber optic	No	No	Yes	No	No	No	Two year	No	Electronic check	76.05	5436.45	No
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
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
6390-DSAZX	Female	0	No	Yes	1	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Mailed check	73.6	73.6	Yes
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
8098-LLAZX	Female	1	No	No	4	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.45	396.1	Yes
8266-VBFQL	Male	0	No	No	4	Yes	No	Fiber optic	No	No	Yes	Yes	No	Yes	Month-to-month	Yes	Electronic check	90.4	356.65	No
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
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
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
0265-EDXBD	Male	1	Yes	No	32	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.9	2303.35	Yes
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
3167-SNQPL	Male	1	Yes	Yes	38	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	No	Electronic check	101.15	3741.85	No
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
1098-TDVUQ	Female	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Bank transfer (automatic)	19.25	19.25	No
7277-OZCGZ	Female	0	No	No	22	Yes	No	Fiber optic	Yes	No	No	Yes	No	Yes	Month-to-month	Yes	Electronic check	89.05	1886.25	No
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
2799-ARNLO	Female	1	Yes	No	5	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	69.35	341.6	No
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
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
3973-SKMLN	Male	0	No	No	71	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Credit card (automatic)	19.9	1355.1	No
2321-OMBXY	Female	0	Yes	Yes	38	Yes	No	DSL	Yes	Yes	No	Yes	Yes	Yes	One year	No	Credit card (automatic)	80.3	3058.65	Yes
2840-XANRC	Male	1	Yes	No	24	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	93.15	2231.05	Yes
6745-JEFZB	Male	0	Yes	No	35	Yes	Yes	Fiber optic	No	No	No	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	91.5	3236.35	No
5020-ZSTTY	Female	1	No	No	54	Yes	Yes	DSL	Yes	Yes	No	Yes	Yes	Yes	One year	No	Bank transfer (automatic)	82.45	4350.1	Yes
9880-TDQAC	Female	0	Yes	Yes	72	No	No phone service	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	60	4264	No
8705-WZCYL	Male	0	No	No	1	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	44.8	44.8	No
7102-JJVTX	Female	0	Yes	Yes	9	Yes	No	DSL	Yes	No	No	No	No	No	One year	No	Mailed check	48.6	422.3	No
8626-PTQGE	Male	0	No	No	69	No	No phone service	DSL	Yes	Yes	No	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	60.05	4176.7	No
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
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
5804-LEPIM	Female	1	No	No	2	Yes	No	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	70.35	139.05	Yes
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
2739-CACDQ	Female	1	No	No	17	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Credit card (automatic)	82.65	1470.05	No
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
9498-FIMXL	Female	0	No	No	8	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	Yes	Mailed check	19.2	161.95	No
2379-GYFLQ	Male	0	No	No	46	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	No	One year	Yes	Credit card (automatic)	94.9	4422.95	No
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
2868-SNELZ	Female	0	No	No	2	Yes	Yes	Fiber optic	No	No	Yes	No	No	No	Month-to-month	No	Mailed check	80.6	155.8	Yes
4322-RCYMT	Male	0	Yes	Yes	68	Yes	Yes	DSL	No	Yes	Yes	Yes	No	Yes	One year	Yes	Bank transfer (automatic)	75.8	5293.95	Yes
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
2088-IEBAU	Female	0	No	No	68	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Electronic check	88.15	6148.45	No
7982-VCELR	Female	0	No	No	36	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	94.8	3565.65	No
1343-EHPYB	Male	0	Yes	No	63	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	103.4	6603	Yes
6035-BXTTY	Female	1	No	No	32	Yes	No	DSL	No	Yes	No	Yes	No	No	Month-to-month	No	Bank transfer (automatic)	54.65	1830.1	No
6885-PKOAM	Female	0	Yes	No	71	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Credit card (automatic)	85.75	6223.8	No
7520-HQWJU	Female	0	Yes	Yes	66	Yes	Yes	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	67.45	4508.65	No
9639-BUJXT	Male	0	No	No	63	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.5	1328.15	No
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
0021-IKXGC	Female	1	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	72.1	72.1	No
2034-GDRCN	Female	0	No	No	2	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	90.4	168.2	Yes
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
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
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
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
5160-UXJED	Male	0	No	Yes	17	Yes	No	DSL	No	No	No	No	No	No	One year	No	Mailed check	44.6	681.4	No
4115-NZRKS	Female	1	No	No	7	Yes	No	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	89.15	574.35	No
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
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
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
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
8984-EYLLL	Male	0	Yes	No	64	Yes	Yes	Fiber optic	No	Yes	No	Yes	Yes	Yes	Two year	Yes	Electronic check	105.25	6823.4	No
9057-MSWCO	Male	1	Yes	No	27	No	No phone service	DSL	Yes	No	No	No	No	No	Month-to-month	No	Credit card (automatic)	30.75	805.1	Yes
9833-TGFHX	Male	0	Yes	Yes	42	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	One year	No	Electronic check	97.1	4016.75	No
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
5229-DTFYB	Female	0	No	No	41	Yes	No	Fiber optic	No	Yes	No	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	98.8	3959.15	No
0104-PPXDV	Male	0	Yes	No	58	Yes	No	DSL	No	No	Yes	No	No	No	One year	No	Credit card (automatic)	50.3	2878.55	No
5176-LMJXE	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	Yes	Mailed check	20.55	945.7	No
3583-KRKMD	Male	0	No	No	18	Yes	No	Fiber optic	No	No	No	Yes	No	No	Month-to-month	Yes	Bank transfer (automatic)	75.9	1373.05	No
1010-DIAUQ	Male	0	No	No	5	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	No	Bank transfer (automatic)	96.5	492.55	Yes
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
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
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
3520-FJGCV	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	112.6	8126.65	No
6563-VRERX	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	Mailed check	20.6	690.25	No
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
6122-EFVKN	Male	0	No	Yes	24	No	No phone service	DSL	Yes	No	No	Yes	No	No	Two year	No	Mailed check	35.75	830.8	No
2805-EDJPQ	Female	0	Yes	Yes	56	Yes	Yes	Fiber optic	No	Yes	Yes	Yes	No	Yes	One year	Yes	Credit card (automatic)	99.75	5608.4	No
6862-CQUMB	Male	0	No	No	37	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Credit card (automatic)	96.1	3646.8	No
7156-MXBJE	Female	0	No	No	43	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	One year	No	Credit card (automatic)	85.1	3662.25	No
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
9601-BRXPO	Female	0	Yes	No	25	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	104.95	2566.5	Yes
2863-IMQDR	Female	0	No	No	61	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	No	Electronic check	89.65	5308.7	No
5686-CMAWK	Male	0	No	No	17	Yes	Yes	Fiber optic	No	No	Yes	Yes	No	No	One year	No	Electronic check	86.75	1410.25	No
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
6905-NIQIN	Male	0	No	No	1	Yes	No	DSL	No	Yes	No	No	No	No	Month-to-month	No	Mailed check	50.65	50.65	Yes
8204-YJCLA	Male	1	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	64.8	4732.35	No
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
6583-SZVGP	Male	0	No	No	48	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Two year	Yes	Bank transfer (automatic)	108.1	5067.45	No
4895-TMWIR	Male	1	Yes	No	11	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.95	214.75	Yes
0533-BNWKF	Female	1	Yes	No	55	Yes	Yes	Fiber optic	No	Yes	Yes	No	No	No	Month-to-month	Yes	Electronic check	85.45	4874.7	Yes
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
8782-LKFPK	Male	0	No	No	44	Yes	Yes	Fiber optic	No	No	Yes	No	No	Yes	Month-to-month	Yes	Mailed check	90.4	4063	No
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
3597-MVHJT	Female	0	No	No	27	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	95.6	2595.25	No
9774-NRNAU	Male	1	Yes	No	27	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	84.8	2309.55	No
0224-RLWWD	Female	1	No	No	2	Yes	No	DSL	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	44.3	89.3	No
9967-ATRFS	Female	0	No	No	19	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.9	367.55	No
3951-NJCVI	Female	1	Yes	No	42	Yes	Yes	Fiber optic	No	No	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	95.05	3944.5	No
2977-CEBSX	Female	0	No	No	66	Yes	Yes	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	90.05	5965.95	No
0177-PXBAT	Male	1	Yes	No	33	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Bank transfer (automatic)	109.9	3694.7	No
6599-CEBNN	Female	0	No	No	34	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Credit card (automatic)	73.95	2524.45	Yes
2519-ERQOJ	Male	1	No	No	33	No	No phone service	DSL	No	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	54.6	1803.7	No
5876-QMYLD	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	One year	No	Mailed check	20.05	415.1	No
2277-AXSDC	Female	0	No	No	32	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Bank transfer (automatic)	19.75	624.15	No
9442-JTWDL	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	Credit card (automatic)	20.05	237.7	No
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
3067-SVMTC	Female	0	Yes	No	68	Yes	No	DSL	Yes	No	No	Yes	No	No	One year	No	Bank transfer (automatic)	55.9	3848.8	No
5495-GPSRW	Male	0	No	No	20	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	19.7	419.4	No
7606-BPHHN	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	Credit card (automatic)	19.8	1468.75	No
4742-DRORA	Male	0	Yes	Yes	60	Yes	Yes	Fiber optic	Yes	No	Yes	No	Yes	No	One year	Yes	Bank transfer (automatic)	95.4	5812	No
0111-KLBQG	Male	1	Yes	Yes	32	Yes	No	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Mailed check	93.95	2861.45	No
4800-VHZKI	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	19.9	19.9	Yes
7989-CHGTL	Male	0	No	No	1	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	Yes	Mailed check	19.6	19.6	Yes
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
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
5233-AOZUF	Female	0	Yes	No	29	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.95	2149.05	No
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
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
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
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
5249-QYHEX	Female	0	Yes	Yes	40	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	Yes	Mailed check	24.8	1024.7	No
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
5564-NEMQO	Female	1	No	No	1	Yes	No	Fiber optic	No	No	Yes	No	No	No	Month-to-month	Yes	Bank transfer (automatic)	75.3	75.3	Yes
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
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
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
3935-TBRZZ	Male	0	Yes	Yes	44	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	25.7	1110.5	No
8111-BKVDS	Female	0	No	No	10	No	No phone service	DSL	Yes	Yes	Yes	No	No	No	Month-to-month	No	Bank transfer (automatic)	40.7	449.3	No
2055-SIFSS	Female	1	Yes	No	55	Yes	Yes	DSL	No	No	No	No	No	No	Month-to-month	No	Bank transfer (automatic)	51.65	2838.55	No
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
8734-DKSTZ	Female	0	Yes	Yes	10	Yes	Yes	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Electronic check	85.95	858.6	No
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
6152-ONASV	Female	0	Yes	No	68	Yes	Yes	DSL	Yes	No	No	Yes	No	No	One year	No	Bank transfer (automatic)	58.25	3975.7	No
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
7781-HVGMK	Female	0	Yes	Yes	72	No	No phone service	DSL	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	65.2	4784.45	No
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
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
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
2320-SLKMB	Female	0	No	No	26	No	No phone service	DSL	No	No	Yes	Yes	Yes	No	Month-to-month	Yes	Credit card (automatic)	44.45	1183.8	No
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
4376-KFVRS	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Credit card (automatic)	114.05	8468.2	No
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
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
0771-WLCLA	Female	0	Yes	Yes	16	Yes	Yes	Fiber optic	Yes	No	Yes	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	112.95	1882.55	No
5628-RKIFK	Female	1	No	No	49	Yes	Yes	Fiber optic	Yes	No	No	No	Yes	Yes	Month-to-month	No	Credit card (automatic)	101.55	5070.4	No
0206-TBWLC	Female	0	Yes	No	54	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	One year	Yes	Mailed check	114.65	6049.5	No
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
1910-FMXJM	Female	0	Yes	No	36	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	No	Electronic check	80.4	2937.65	No
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
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
0732-OCQOC	Female	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	Yes	Bank transfer (automatic)	25.05	1270.25	No
5168-MSWXT	Male	0	Yes	Yes	8	Yes	No	Fiber optic	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	94.75	759.55	No
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
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
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
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
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
4785-FCIFB	Female	0	Yes	No	61	Yes	Yes	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	24.4	1417.9	No
8313-NDOIA	Female	0	No	No	24	Yes	Yes	Fiber optic	No	Yes	Yes	No	Yes	Yes	Month-to-month	Yes	Electronic check	104.15	2494.65	No
5149-CUZUJ	Male	0	Yes	Yes	28	Yes	No	Fiber optic	No	Yes	Yes	Yes	Yes	No	One year	No	Bank transfer (automatic)	92.9	2768.35	No
0942-KOWSM	Female	0	Yes	Yes	30	Yes	No	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	No	Bank transfer (automatic)	80.8	2369.3	No
4237-CLSMM	Male	0	Yes	No	2	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	20	38	No
1452-VOQCH	Male	0	No	No	1	Yes	Yes	Fiber optic	No	No	No	No	No	No	Month-to-month	Yes	Electronic check	75.1	75.1	No
4719-UMSIY	Male	0	No	Yes	6	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Month-to-month	No	Mailed check	19.65	100.9	No
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
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
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
1480-BKXGA	Male	1	Yes	No	72	Yes	Yes	Fiber optic	Yes	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	116.05	8404.9	No
2996-XAUVF	Male	0	No	No	70	No	No phone service	DSL	No	No	No	Yes	No	Yes	Two year	Yes	Mailed check	40.05	2799.75	No
9076-AXYIK	Male	1	Yes	No	64	Yes	Yes	Fiber optic	No	No	Yes	Yes	Yes	Yes	Two year	No	Electronic check	102.1	6538.45	No
5968-XQIVE	Male	0	Yes	Yes	72	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	No	One year	Yes	Electronic check	89.7	6588.95	No
8896-RAZCR	Female	0	No	Yes	44	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	Two year	No	Mailed check	19.9	868.1	No
4640-UHDOS	Female	0	Yes	Yes	13	Yes	No	DSL	No	No	No	No	No	Yes	Month-to-month	No	Electronic check	55.95	734.35	Yes
4933-IKULF	Female	1	No	No	17	Yes	No	No	No internet service	No internet service	No internet service	No internet service	No internet service	No internet service	One year	No	Mailed check	20.65	330.6	No
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
1304-BCCFO	Male	0	Yes	No	9	Yes	No	DSL	No	No	Yes	No	Yes	Yes	Month-to-month	Yes	Mailed check	70.05	564.4	No
4104-PVRPS	Male	0	Yes	No	24	Yes	No	DSL	Yes	No	No	Yes	No	No	Month-to-month	No	Mailed check	53.6	1315.35	No
9399-APLBT	Female	0	Yes	Yes	1	Yes	No	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	74.7	74.7	Yes
2359-KMGLI	Male	0	No	No	24	Yes	Yes	Fiber optic	No	Yes	No	No	No	No	Month-to-month	Yes	Electronic check	80.25	1861.5	Yes
3780-DDGSE	Male	1	Yes	Yes	35	Yes	No	DSL	No	Yes	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	76.05	2747.2	No
4431-EDMIQ	Female	0	Yes	Yes	7	Yes	No	DSL	Yes	Yes	Yes	Yes	Yes	No	Month-to-month	Yes	Electronic check	75.7	554.05	No
0306-JAELE	Male	0	No	No	5	Yes	No	Fiber optic	No	No	No	Yes	Yes	Yes	Month-to-month	Yes	Electronic check	96.1	453.4	Yes
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
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
0447-BEMNG	Female	0	Yes	No	48	No	No phone service	DSL	Yes	No	Yes	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	45.3	2145	Yes
4612-SSVHJ	Female	1	No	No	20	Yes	No	Fiber optic	No	No	No	No	No	Yes	Month-to-month	Yes	Electronic check	81.45	1671.6	No
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
5949-XIKAE	Female	0	Yes	Yes	8	Yes	No	Fiber optic	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	83.55	680.05	Yes
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
9094-AZPHK	Female	0	No	No	15	Yes	Yes	Fiber optic	No	Yes	No	No	Yes	Yes	Month-to-month	Yes	Electronic check	100.15	1415	No
3649-JPUGY	Male	0	No	No	72	Yes	Yes	DSL	No	Yes	Yes	Yes	Yes	Yes	Two year	Yes	Bank transfer (automatic)	88.6	6201.95	No
4472-LVYGI	Female	0	Yes	Yes	0	No	No phone service	DSL	Yes	No	Yes	Yes	Yes	No	Two year	Yes	Bank transfer (automatic)	52.55		No
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
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
6778-YSNIH	Female	0	No	No	2	Yes	No	DSL	No	Yes	No	No	Yes	No	Month-to-month	Yes	Electronic check	59	114.15	No
0388-EOPEX	Female	0	Yes	No	2	Yes	No	Fiber optic	Yes	No	No	No	No	No	Month-to-month	Yes	Electronic check	74.4	139.4	Yes
5756-OZRIO	Male	1	Yes	No	61	Yes	Yes	DSL	No	Yes	No	No	No	Yes	One year	No	Bank transfer (automatic)	64.05	3902.6	No
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
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
4134-BSXLX	Male	0	Yes	No	28	Yes	No	DSL	Yes	Yes	No	Yes	No	No	Month-to-month	No	Mailed check	60.9	1785.65	No
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
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
7783-YKGDV	Female	0	No	No	12	Yes	Yes	Fiber optic	Yes	Yes	Yes	No	No	Yes	Month-to-month	Yes	Bank transfer (automatic)	99.7	1238.45	Yes