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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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
|
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