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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8623-TMRBY
|
Male
| 1
|
Yes
|
Yes
| 51
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 84.2
|
4146.05
|
Yes
|
1552-CZCLL
|
Female
| 0
|
Yes
|
Yes
| 55
|
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Month-to-month
|
No
|
Credit card (automatic)
| 20
|
1087.25
|
No
|
3038-PQIUY
|
Female
| 0
|
No
|
No
| 38
|
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 66.15
|
2522.4
|
No
|
1501-SGHBW
|
Male
| 0
|
No
|
No
| 2
|
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 45.85
|
81
|
Yes
|
9313-CDOGY
|
Male
| 0
|
Yes
|
Yes
| 38
|
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Month-to-month
|
No
|
Electronic check
| 19.6
|
717.3
|
No
|
8148-BPLZQ
|
Male
| 0
|
No
|
No
| 34
|
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 49.8
|
1734.2
|
No
|
2623-DRYAM
|
Female
| 0
|
Yes
|
No
| 70
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 101.75
|
7069.3
|
No
|
9987-LUTYD
|
Female
| 0
|
No
|
No
| 13
|
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Mailed check
| 55.15
|
742.9
|
No
|
3208-YPIOE
|
Male
| 0
|
No
|
No
| 39
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 75.25
|
3017.65
|
Yes
|
4488-KQFDT
|
Female
| 0
|
No
|
No
| 61
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 103.95
|
6423
|
No
|
2612-RANWT
|
Female
| 0
|
No
|
No
| 12
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 100.15
|
1164.3
|
Yes
|
5693-PIPCS
|
Male
| 0
|
No
|
No
| 41
|
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 99.65
|
4220.35
|
No
|
0491-KAPQG
|
Male
| 0
|
No
|
No
| 21
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 73.7
|
1558.7
|
No
|
1925-LFCZZ
|
Male
| 1
|
No
|
No
| 55
|
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 50.05
|
2743.45
|
No
|
8039-EQPIM
|
Male
| 0
|
Yes
|
No
| 69
|
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 60.25
|
4055.5
|
No
|
6900-PXRMS
|
Male
| 1
|
Yes
|
Yes
| 26
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 105.75
|
2710.25
|
Yes
|
8707-RMEZH
|
Female
| 1
|
Yes
|
No
| 69
|
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 87.3
|
6055.55
|
No
|
3346-BRMIS
|
Female
| 1
|
Yes
|
No
| 18
|
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 48.35
|
810.7
|
Yes
|
3209-ZPKFI
|
Male
| 0
|
Yes
|
Yes
| 47
|
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 54.25
|
2538.2
|
No
|
6479-VDGRK
|
Female
| 0
|
Yes
|
Yes
| 72
|
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 85.3
|
6129.2
|
No
|
9373-WSLOY
|
Male
| 1
|
Yes
|
No
| 33
|
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 50
|
1750.85
|
No
|
2933-FILNV
|
Female
| 0
|
Yes
|
Yes
| 2
|
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 24.4
|
36.55
|
Yes
|
3569-JFODW
|
Female
| 0
|
Yes
|
Yes
| 72
|
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 90.95
|
6652.45
|
No
|
9819-FBNSV
|
Male
| 1
|
Yes
|
No
| 37
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 72.25
|
2575.45
|
No
|
9544-PYPSJ
|
Female
| 1
|
Yes
|
Yes
| 62
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 96.1
|
6019.35
|
No
|
1591-XWLGB
|
Female
| 0
|
Yes
|
No
| 71
|
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
No
|
Credit card (automatic)
| 19.85
|
1379.6
|
No
|
0396-UKGAI
|
Male
| 0
|
No
|
Yes
| 23
|
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 55.3
|
1284.2
|
No
|
3243-ZHOHY
|
Female
| 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
|
One year
|
No
|
Mailed check
| 20.1
|
296.15
|
No
|
5186-EJEGL
|
Male
| 0
|
No
|
No
| 9
|
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 69.5
|
653.25
|
No
|
7527-QNRUS
|
Male
| 0
|
Yes
|
Yes
| 17
|
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
Yes
|
Mailed check
| 25.15
|
412.6
|
No
|
9986-BONCE
|
Female
| 0
|
No
|
No
| 4
|
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 20.95
|
85.5
|
Yes
|
2722-JMONI
|
Female
| 1
|
Yes
|
No
| 1
|
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 49.55
|
49.55
|
Yes
|
2203-GHNWN
|
Female
| 0
|
Yes
|
No
| 24
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 79.65
|
1928.7
|
No
|
3878-AVSOQ
|
Female
| 1
|
No
|
No
| 1
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 71.25
|
71.25
|
No
|
3258-SYSWS
|
Male
| 1
|
No
|
No
| 72
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 113.8
|
7845.8
|
No
|
5296-PSYVW
|
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
|
Electronic check
| 24.55
|
1750.7
|
No
|
6319-QSUSR
|
Female
| 0
|
No
|
Yes
| 11
|
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Month-to-month
|
No
|
Credit card (automatic)
| 19.7
|
216.2
|
No
|
4083-EUGRJ
|
Male
| 0
|
No
|
No
| 9
|
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Month-to-month
|
No
|
Mailed check
| 20.25
|
178.5
|
Yes
|
7579-OOPEC
|
Female
| 1
|
Yes
|
No
| 2
|
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 50.15
|
115.1
|
Yes
|
0512-FLFDW
|
Female
| 1
|
Yes
|
No
| 60
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 100.5
|
6029
|
No
|
1771-OADNZ
|
Male
| 1
|
Yes
|
No
| 29
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.9
|
2745.2
|
Yes
|
0487-CRLZF
|
Female
| 0
|
No
|
No
| 49
|
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 74.45
|
3721.9
|
No
|
2107-FBPTK
|
Female
| 1
|
No
|
No
| 30
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 104.1
|
3121.1
|
No
|
9451-WLYRI
|
Female
| 0
|
Yes
|
No
| 53
|
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
No
|
Credit card (automatic)
| 19.05
|
990.45
|
No
|
8219-VYBVI
|
Male
| 0
|
No
|
Yes
| 39
|
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
No
|
Mailed check
| 25
|
1004.35
|
No
|
1991-VOPLL
|
Female
| 0
|
No
|
No
| 9
|
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Month-to-month
|
No
|
Mailed check
| 19.05
|
157.65
|
No
|
9738-QLWTP
|
Male
| 0
|
No
|
No
| 39
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
No
|
Electronic check
| 81.9
|
3219.75
|
No
|
1016-DJTSV
|
Male
| 1
|
No
|
No
| 8
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.7
|
572.85
|
No
|
9419-IPPBE
|
Female
| 0
|
Yes
|
Yes
| 51
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
One year
|
Yes
|
Electronic check
| 90.15
|
4554.85
|
No
|
0174-QRVVY
|
Male
| 0
|
Yes
|
Yes
| 71
|
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
No
|
Credit card (automatic)
| 25.35
|
1847.55
|
No
|
5699-BNCAS
|
Male
| 1
|
No
|
No
| 71
|
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
Yes
|
Mailed check
| 24.65
|
1766.75
|
No
|
2900-PHPLN
|
Female
| 1
|
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
|
Yes
|
Credit card (automatic)
| 19.55
|
1462.05
|
No
|
0612-RTZZA
|
Female
| 1
|
No
|
No
| 1
|
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 25.25
|
25.25
|
Yes
|
8106-GWQOK
|
Male
| 0
|
Yes
|
No
| 38
|
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 60
|
2193.2
|
No
|
8751-EDEKA
|
Female
| 0
|
Yes
|
No
| 28
|
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 89.9
|
2433.5
|
No
|
6878-GGDWG
|
Female
| 0
|
Yes
|
No
| 32
|
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 19.4
|
641.15
|
No
|
4039-PIMHX
|
Male
| 1
|
Yes
|
No
| 49
|
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Two year
|
No
|
Mailed check
| 49.8
|
2398.4
|
No
|
8450-LUGUK
|
Female
| 0
|
Yes
|
Yes
| 37
|
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
Yes
|
Bank transfer (automatic)
| 24.1
|
861.85
|
No
|
3604-WLABM
|
Female
| 0
|
No
|
No
| 10
|
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 54.25
|
583
|
No
|
0795-GMVQO
|
Male
| 0
|
Yes
|
No
| 67
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 109.9
|
7332.4
|
No
|
2259-OUUSZ
|
Male
| 0
|
No
|
No
| 7
|
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 35.5
|
249.55
|
No
|
1142-IHLOO
|
Female
| 0
|
No
|
No
| 51
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 87.55
|
4475.9
|
No
|
6410-LEFEN
|
Female
| 0
|
No
|
No
| 9
|
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 45.15
|
416.45
|
Yes
|
4633-MKHYU
|
Female
| 0
|
No
|
No
| 9
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 88.4
|
788.6
|
No
|
6257-RJOHI
|
Male
| 0
|
No
|
No
| 4
|
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 50.8
|
202.3
|
No
|
1545-JFUML
|
Male
| 0
|
Yes
|
No
| 71
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Two year
|
Yes
|
Electronic check
| 99
|
6994.6
|
No
|
3194-ORPIK
|
Female
| 0
|
Yes
|
Yes
| 50
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 84.4
|
4116.15
|
Yes
|
7826-VVKWT
|
Female
| 1
|
Yes
|
Yes
| 24
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 96.55
|
2263.45
|
No
|
1353-GHZOS
|
Male
| 0
|
Yes
|
No
| 22
|
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 59.75
|
1374.35
|
No
|
2587-EKXTS
|
Male
| 0
|
No
|
No
| 44
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 111.5
|
4915.15
|
No
|
5442-BXVND
|
Female
| 0
|
Yes
|
Yes
| 33
|
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 24.25
|
838.5
|
No
|
8816-VXNZD
|
Female
| 0
|
No
|
No
| 1
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.1
|
75.1
|
Yes
|
9378-FXTIZ
|
Female
| 0
|
Yes
|
No
| 54
|
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 70.15
|
3715.65
|
Yes
|
1723-HKXJQ
|
Male
| 0
|
No
|
No
| 42
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101.75
|
4273.45
|
Yes
|
7825-GKXMW
|
Female
| 0
|
No
|
No
| 1
|
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 45.8
|
45.8
|
Yes
|
9753-OYLBX
|
Female
| 0
|
No
|
No
| 1
|
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Month-to-month
|
No
|
Mailed check
| 20.5
|
20.5
|
No
|
2364-UFROM
|
Male
| 0
|
No
|
No
| 30
|
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
One year
|
No
|
Electronic check
| 70.4
|
2044.75
|
No
|
6656-JWRQX
|
Female
| 0
|
No
|
No
| 1
|
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 30.55
|
30.55
|
No
|
6473-ULUHT
|
Male
| 0
|
Yes
|
Yes
| 16
|
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 84.9
|
1398.25
|
No
|
1240-KNSEZ
|
Male
| 0
|
No
|
No
| 1
|
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Month-to-month
|
Yes
|
Mailed check
| 20.1
|
20.1
|
Yes
|
0836-SEYLU
|
Male
| 0
|
Yes
|
No
| 9
|
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
No
|
Mailed check
| 40.65
|
328.95
|
Yes
|
4433-JCGCG
|
Male
| 1
|
Yes
|
No
| 46
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101
|
4680.05
|
Yes
|
3716-BDVDB
|
Male
| 0
|
No
|
No
| 1
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.1
|
69.1
|
Yes
|
7688-AWMDX
|
Male
| 0
|
Yes
|
No
| 71
|
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 54.5
|
3778.2
|
No
|
2842-BCQGE
|
Male
| 0
|
No
|
No
| 43
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 75.35
|
3161.4
|
No
|
7244-QWYHG
|
Male
| 0
|
Yes
|
No
| 50
|
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 44.45
|
2188.45
|
No
|
5899-MQZZL
|
Female
| 0
|
No
|
No
| 13
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 75
|
999.45
|
Yes
|
6849-OYAMU
|
Male
| 0
|
Yes
|
Yes
| 19
|
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 100
|
1888.65
|
Yes
|
5312-UXESG
|
Female
| 0
|
No
|
No
| 41
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 98.05
|
3990.6
|
No
|
9488-HGMJH
|
Female
| 1
|
No
|
No
| 1
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 71.15
|
71.15
|
Yes
|
6038-GCYEC
|
Female
| 0
|
No
|
No
| 24
|
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 54.15
|
1240.25
|
Yes
|
2150-WLKUW
|
Female
| 0
|
Yes
|
No
| 40
|
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 63.9
|
2635
|
No
|
7159-FVYPK
|
Female
| 0
|
Yes
|
Yes
| 3
|
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 69.15
|
235
|
No
|
7032-LMBHI
|
Female
| 0
|
No
|
No
| 37
|
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 64.65
|
2347.85
|
No
|
1150-WFARN
|
Female
| 0
|
Yes
|
Yes
| 67
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 108.75
|
7156.2
|
Yes
|
6088-BXMRG
|
Female
| 0
|
Yes
|
Yes
| 32
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 98.85
|
3089.6
|
No
|
3144-AUDBS
|
Female
| 0
|
Yes
|
No
| 6
|
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 49.15
|
270.8
|
Yes
|
4821-SJHJV
|
Female
| 0
|
Yes
|
Yes
| 32
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 89.6
|
2901.8
|
No
|
7346-MEDWM
|
Female
| 0
|
No
|
No
| 59
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 83.25
|
4949.1
|
No
|
1137-DGOWI
|
Female
| 0
|
Yes
|
No
| 30
|
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 70.25
|
2198.9
|
No
|
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