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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