customerID
stringlengths 10
10
| gender
stringclasses 2
values | SeniorCitizen
int64 0
1
| Partner
stringclasses 2
values | Dependents
stringclasses 2
values | tenure
int64 0
72
| PhoneService
stringclasses 2
values | MultipleLines
stringclasses 3
values | InternetService
stringclasses 3
values | OnlineSecurity
stringclasses 3
values | OnlineBackup
stringclasses 3
values | DeviceProtection
stringclasses 3
values | TechSupport
stringclasses 3
values | StreamingTV
stringclasses 3
values | StreamingMovies
stringclasses 3
values | Contract
stringclasses 3
values | PaperlessBilling
stringclasses 2
values | PaymentMethod
stringclasses 4
values | MonthlyCharges
float64 18.3
119
| TotalCharges
stringlengths 1
7
| Churn
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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
|
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
|
9070-BCKQP
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 110.15 |
7881.2
|
No
|
6421-SZVEM
|
Female
| 0 |
Yes
|
Yes
| 28 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 82.85 |
2320.8
|
No
|
1328-EUZHC
|
Female
| 0 |
Yes
|
No
| 18 |
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
No
|
Mailed check
| 20.1 |
370.5
|
No
|
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
|
8878-RYUKI
|
Female
| 0 |
No
|
No
| 52 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 59.45 |
3043.7
|
No
|
9633-DENPU
|
Female
| 0 |
Yes
|
No
| 47 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 58.6 |
2723.4
|
No
|
7811-JIVPF
|
Female
| 0 |
No
|
No
| 23 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 49.7 |
1081.25
|
No
|
7113-HIPFI
|
Male
| 0 |
Yes
|
Yes
| 66 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Mailed check
| 65.85 |
4097.05
|
No
|
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
|
6686-YPGHK
|
Male
| 1 |
No
|
No
| 47 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 85.5 |
4042.3
|
Yes
|
1383-EZRWL
|
Female
| 0 |
No
|
No
| 7 |
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Month-to-month
|
No
|
Mailed check
| 20.05 |
164.85
|
Yes
|
9258-CNWAC
|
Female
| 0 |
Yes
|
Yes
| 71 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 113.65 |
8166.8
|
No
|
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
|
6374-AFWOX
|
Male
| 0 |
Yes
|
No
| 46 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Mailed check
| 65.65 |
3047.15
|
No
|
4759-TRPLW
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 70.4 |
70.4
|
Yes
|
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
|
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
|
6034-YMTOB
|
Female
| 0 |
No
|
No
| 5 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 75.65 |
399.45
|
No
|
8563-IIOXK
|
Male
| 0 |
Yes
|
Yes
| 7 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Electronic check
| 49.75 |
331.3
|
Yes
|
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
|
4353-HYOJD
|
Female
| 0 |
Yes
|
Yes
| 27 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 49.85 |
1336.15
|
No
|
8020-BWHYL
|
Female
| 1 |
No
|
No
| 15 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 75.3 |
1147.45
|
Yes
|
7267-FRMJW
|
Female
| 0 |
Yes
|
Yes
| 25 |
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
No
|
Mailed check
| 20.1 |
486.05
|
No
|
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
|
4188-FRABG
|
Male
| 0 |
Yes
|
No
| 57 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 103.05 |
5925.75
|
No
|
8199-ZLLSA
|
Male
| 0 |
No
|
No
| 67 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 118.35 |
7804.15
|
Yes
|
4128-ETESU
|
Female
| 1 |
Yes
|
No
| 47 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 99.7 |
4747.2
|
No
|
0620-DLSLK
|
Female
| 0 |
No
|
No
| 13 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 81.9 |
1028.9
|
No
|
4625-EWPTF
|
Male
| 0 |
No
|
No
| 8 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 30.45 |
226.45
|
Yes
|
5980-NOPLP
|
Female
| 0 |
Yes
|
No
| 44 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 96.1 |
4364.1
|
Yes
|
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
|
6892-XPFPU
|
Male
| 1 |
Yes
|
No
| 24 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 104.25 |
2433.9
|
Yes
|
8010-EZLOU
|
Male
| 1 |
No
|
No
| 15 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 80.2 |
1217.25
|
Yes
|
1156-ZFYDO
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Month-to-month
|
No
|
Electronic check
| 19.75 |
19.75
|
No
|
3295-YVUSR
|
Male
| 1 |
No
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 72.6 |
154.3
|
No
|
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
|
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
|
5549-ZGHFB
|
Male
| 0 |
Yes
|
Yes
| 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
|
Mailed check
| 24.95 |
1261.45
|
No
|
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
|
0303-WMMRN
|
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
|
Yes
|
Mailed check
| 19.25 |
86.05
|
No
|
6408-OTUBZ
|
Female
| 0 |
No
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 104.55 |
6779.05
|
No
|
5204-HMGYF
|
Female
| 0 |
Yes
|
Yes
| 49 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Mailed check
| 87.2 |
4345
|
No
|
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
|
3727-OVPRY
|
Male
| 0 |
Yes
|
Yes
| 66 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
Yes
|
Credit card (automatic)
| 25.7 |
1714.55
|
No
|
3797-FKOGQ
|
Male
| 0 |
No
|
Yes
| 11 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 86.2 |
893.2
|
No
|
7622-NXQZR
|
Male
| 0 |
No
|
No
| 28 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 30.1 |
810.85
|
No
|
6196-HBOBZ
|
Male
| 0 |
Yes
|
No
| 65 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Two year
|
Yes
|
Electronic check
| 99.35 |
6347.55
|
No
|
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
|
7017-VFULY
|
Female
| 0 |
Yes
|
No
| 2 |
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 20.1 |
43.15
|
No
|
5562-YJQGT
|
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
|
Credit card (automatic)
| 20.35 |
35.1
|
No
|
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
|
5439-WIKXB
|
Male
| 1 |
Yes
|
No
| 41 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.55 |
3851.45
|
No
|
9874-QLCLH
|
Female
| 0 |
Yes
|
Yes
| 17 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 104.2 |
1743.5
|
Yes
|
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
|
8109-YUOHE
|
Male
| 0 |
No
|
No
| 17 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
One year
|
No
|
Mailed check
| 56.1 |
946.95
|
No
|
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
|
8092-NLTGF
|
Male
| 0 |
No
|
No
| 72 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
No
|
Bank transfer (automatic)
| 24.75 |
1777.6
|
No
|
5928-QLDHB
|
Male
| 0 |
No
|
No
| 9 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 76.25 |
684.85
|
No
|
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
|
0696-UKTOX
|
Male
| 0 |
No
|
Yes
| 23 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 54.15 |
1312.45
|
No
|
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
|
3472-OAOOR
|
Male
| 0 |
Yes
|
Yes
| 19 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 34.95 |
610.2
|
No
|
6135-OZQVA
|
Female
| 0 |
No
|
No
| 7 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 53.65 |
404.35
|
No
|
8062-YBDOE
|
Male
| 1 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.65 |
69.65
|
Yes
|
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
|
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
|
6000-APYLU
|
Male
| 0 |
No
|
No
| 9 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 80.8 |
713.1
|
Yes
|
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
|
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
|
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
|
9507-HSMMZ
|
Male
| 0 |
No
|
No
| 54 |
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
No
|
Mailed check
| 20 |
1149.65
|
No
|
2480-SQIOB
|
Male
| 0 |
Yes
|
Yes
| 4 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 44.8 |
169.65
|
No
|
0947-IDHRQ
|
Female
| 0 |
No
|
No
| 7 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 80.3 |
526.7
|
Yes
|
7813-TKCVO
|
Female
| 0 |
Yes
|
No
| 20 |
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
No
|
Mailed check
| 20.35 |
393.15
|
No
|
0128-MKWSG
|
Female
| 0 |
No
|
Yes
| 26 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 45.8 |
1147
|
No
|
3672-YITQD
|
Male
| 1 |
Yes
|
No
| 36 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 84.1 |
3021.6
|
Yes
|
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
|
9048-JVYVF
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 69.35 |
191.35
|
Yes
|
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
|
5727-MYATE
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 90.8 |
6397.6
|
No
|
3823-KYNQY
|
Male
| 0 |
No
|
No
| 12 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
No
|
Credit card (automatic)
| 24.95 |
280.4
|
No
|
8988-ECPJR
|
Female
| 1 |
Yes
|
Yes
| 34 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 79.6 |
2718.3
|
Yes
|
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
|
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
|
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
|
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
|
1028-FFNJK
|
Male
| 1 |
Yes
|
No
| 30 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101.5 |
2917.65
|
No
|
6907-FLBER
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 54.3 |
54.3
|
No
|
3001-UNBTL
|
Male
| 1 |
Yes
|
Yes
| 29 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 103.95 |
2964.8
|
No
|
5982-PSMKW
|
Female
| 0 |
Yes
|
Yes
| 23 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 91.1 |
2198.3
|
No
|
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
|
7096-ZNBZI
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
No
|
Credit card (automatic)
| 26.45 |
1914.5
|
No
|
1902-XBTFB
|
Male
| 0 |
No
|
Yes
| 22 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 89.4 |
2001.5
|
Yes
|
1676-MQAOA
|
Male
| 0 |
No
|
No
| 72 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 75.1 |
5336.35
|
No
|
0786-IVLAW
|
Female
| 1 |
No
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 108.1 |
7238.6
|
No
|
7566-DSRLQ
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 110.15 |
7998.8
|
No
|
0643-OKLRP
|
Female
| 1 |
Yes
|
No
| 47 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 80.35 |
3825.85
|
Yes
|
7245-JMTTQ
|
Female
| 0 |
No
|
No
| 51 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 111.5 |
5703.25
|
No
|
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