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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1131-ALZWV
|
Female
| 0 |
No
|
No
| 24 |
Yes
|
Yes
|
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)
| 24.6 |
605.25
|
No
|
7729-XBTWX
|
Male
| 0 |
Yes
|
Yes
| 66 |
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
| 19.75 |
1344.5
|
No
|
9134-WYRVP
|
Male
| 0 |
No
|
No
| 51 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
One year
|
No
|
Mailed check
| 86.35 |
4267.15
|
No
|
3284-SVCRO
|
Female
| 0 |
Yes
|
No
| 45 |
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
| 25.5 |
1121.05
|
No
|
9732-OUYRN
|
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
|
One year
|
No
|
Credit card (automatic)
| 19 |
918.7
|
No
|
0559-CKHUS
|
Female
| 0 |
Yes
|
No
| 29 |
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
| 19.55 |
521.8
|
No
|
2931-SVLTV
|
Male
| 0 |
Yes
|
Yes
| 40 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 110.1 |
4469.1
|
No
|
6899-PPEEA
|
Female
| 1 |
No
|
No
| 37 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 96.55 |
3580.3
|
Yes
|
7504-UWHNB
|
Male
| 0 |
No
|
No
| 25 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 69.75 |
1729.35
|
No
|
2582-FFFZR
|
Female
| 0 |
No
|
No
| 22 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 50.6 |
1073.3
|
No
|
8908-NMQTX
|
Male
| 0 |
No
|
No
| 72 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 65.6 |
4566.5
|
No
|
2187-LZGPL
|
Female
| 0 |
No
|
No
| 7 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 40.1 |
293.3
|
Yes
|
1431-AIDJQ
|
Male
| 0 |
Yes
|
Yes
| 33 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 82.1 |
2603.1
|
No
|
6288-LBEAR
|
Female
| 0 |
No
|
No
| 23 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 79.1 |
1783.75
|
No
|
4597-NUCQV
|
Male
| 1 |
No
|
No
| 24 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101.25 |
2440.15
|
Yes
|
9019-QVLZD
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 79.55 |
79.55
|
Yes
|
8413-YNHNV
|
Male
| 0 |
No
|
No
| 69 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Mailed check
| 90.65 |
6322.1
|
No
|
5808-TOTXO
|
Female
| 0 |
No
|
Yes
| 3 |
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 |
57.4
|
No
|
4369-NYSCF
|
Male
| 0 |
No
|
No
| 56 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 75.75 |
4284.65
|
No
|
6333-YDVLT
|
Male
| 0 |
No
|
No
| 65 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 110 |
7138.65
|
No
|
5324-KTGCG
|
Male
| 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
|
One year
|
No
|
Electronic check
| 20.85 |
1539.75
|
No
|
5599-HVLTW
|
Female
| 1 |
No
|
No
| 14 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 80.35 |
1058.1
|
No
|
7394-LWLYN
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.15 |
123.8
|
No
|
3707-LRWZD
|
Female
| 0 |
No
|
No
| 32 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
One year
|
No
|
Electronic check
| 84.05 |
2781.85
|
Yes
|
6873-UDNLD
|
Male
| 0 |
No
|
No
| 40 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 67.45 |
2731
|
No
|
2700-LUEVA
|
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
|
Credit card (automatic)
| 20.75 |
20.75
|
No
|
1455-ESIQH
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 89.1 |
89.1
|
Yes
|
0958-YHXGP
|
Female
| 0 |
No
|
No
| 7 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 69.9 |
497.3
|
No
|
1101-SSWAG
|
Female
| 0 |
Yes
|
No
| 15 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 51.1 |
711.15
|
No
|
2979-SXESE
|
Female
| 0 |
Yes
|
Yes
| 17 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 94.4 |
1607.2
|
Yes
|
4013-TLDHQ
|
Male
| 0 |
No
|
No
| 19 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 78.25 |
1490.95
|
Yes
|
5743-KHMNA
|
Male
| 0 |
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
|
No
|
Bank transfer (automatic)
| 25.55 |
1898.1
|
No
|
4194-FJARJ
|
Female
| 0 |
Yes
|
Yes
| 54 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 60 |
3273.95
|
No
|
5325-UWTWJ
|
Male
| 0 |
Yes
|
No
| 31 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 90.55 |
2929.75
|
No
|
3969-GYXEL
|
Female
| 0 |
No
|
No
| 11 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 76.4 |
838.7
|
No
|
9208-OLGAQ
|
Female
| 1 |
No
|
No
| 18 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 84.95 |
1443.65
|
No
|
3244-CQPHU
|
Female
| 1 |
No
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 110.1 |
7746.7
|
No
|
2674-MLXMN
|
Female
| 1 |
No
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 99.65 |
6951.15
|
No
|
9708-HPXWZ
|
Male
| 1 |
No
|
No
| 5 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 45.4 |
214.75
|
No
|
6992-TKNYO
|
Male
| 0 |
Yes
|
No
| 38 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 69 |
2669.45
|
No
|
4468-YDOVK
|
Male
| 0 |
No
|
Yes
| 5 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 48.65 |
235.2
|
No
|
3754-DXMRT
|
Male
| 1 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 44.15 |
92.65
|
Yes
|
5792-JALQC
|
Female
| 1 |
No
|
No
| 52 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 59.85 |
3103.25
|
No
|
7130-VTEWQ
|
Female
| 1 |
No
|
No
| 8 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.75 |
606.25
|
Yes
|
2200-DSAAL
|
Female
| 0 |
No
|
No
| 68 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 80.65 |
5330.2
|
No
|
4302-ZYFEL
|
Male
| 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
|
One year
|
Yes
|
Credit card (automatic)
| 20.55 |
1403.1
|
No
|
9351-LZYGF
|
Female
| 0 |
Yes
|
No
| 42 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 66.4 |
2727.8
|
No
|
4366-CTOUZ
|
Female
| 0 |
No
|
No
| 50 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Mailed check
| 100.2 |
5038.45
|
No
|
6121-VZNQB
|
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
| 19.1 |
19.1
|
Yes
|
7903-CMPEY
|
Male
| 1 |
Yes
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 80.3 |
80.3
|
Yes
|
1518-OMDIK
|
Male
| 0 |
Yes
|
No
| 33 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 44.55 |
1462.6
|
No
|
6671-NGWON
|
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
| 20.35 |
150.6
|
No
|
0595-ITUDF
|
Male
| 0 |
Yes
|
Yes
| 64 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 91.8 |
5960.5
|
No
|
6996-KNSML
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.9 |
74.9
|
Yes
|
1955-IBMMB
|
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
|
Yes
|
Bank transfer (automatic)
| 20.2 |
1192.3
|
No
|
0096-BXERS
|
Female
| 0 |
Yes
|
No
| 6 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 50.35 |
314.55
|
No
|
3806-YAZOV
|
Female
| 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
|
Month-to-month
|
No
|
Mailed check
| 18.8 |
56
|
No
|
7998-ZLXWN
|
Female
| 0 |
Yes
|
No
| 15 |
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)
| 20.45 |
330.8
|
No
|
6253-WRFHY
|
Male
| 0 |
Yes
|
Yes
| 13 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 64.75 |
877.35
|
No
|
9133-AYJZG
|
Female
| 0 |
No
|
No
| 23 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 98.7 |
2249.1
|
No
|
2675-OTVVJ
|
Male
| 1 |
Yes
|
No
| 31 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 89.45 |
2807.65
|
No
|
8680-CGLTP
|
Male
| 0 |
No
|
No
| 29 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Electronic check
| 58.75 |
1696.2
|
No
|
8430-TWCBX
|
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
|
One year
|
No
|
Credit card (automatic)
| 20.7 |
1032.05
|
No
|
5018-GWURO
|
Female
| 0 |
Yes
|
No
| 56 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 85.6 |
4902.8
|
No
|
6741-QRLUP
|
Female
| 0 |
No
|
No
| 63 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 80.3 |
4995.35
|
No
|
4737-HOBAX
|
Male
| 0 |
Yes
|
No
| 63 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 79.8 |
5034.05
|
No
|
0537-QYZZN
|
Male
| 1 |
Yes
|
Yes
| 24 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.85 |
1857.75
|
No
|
3340-QBBFM
|
Male
| 1 |
Yes
|
No
| 36 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 54.1 |
1992.85
|
No
|
1704-NRWYE
|
Female
| 1 |
No
|
No
| 9 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 80.85 |
751.65
|
Yes
|
2592-SEIFQ
|
Male
| 0 |
No
|
No
| 3 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 24.75 |
66.95
|
Yes
|
8200-KLNYW
|
Female
| 0 |
Yes
|
No
| 21 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Mailed check
| 80.9 |
1714.95
|
No
|
3372-CDXFJ
|
Male
| 0 |
Yes
|
Yes
| 13 |
Yes
|
Yes
|
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)
| 24.5 |
343.6
|
No
|
4781-ZXYGU
|
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
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 20.15 |
20.15
|
No
|
7632-YUTXB
|
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
|
One year
|
No
|
Mailed check
| 20.05 |
520.1
|
No
|
2718-YSKCS
|
Male
| 0 |
Yes
|
Yes
| 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
|
Bank transfer (automatic)
| 19.6 |
1387.45
|
No
|
9896-UYMIE
|
Male
| 0 |
No
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 114.3 |
7383.7
|
No
|
0853-NWIFK
|
Female
| 0 |
No
|
No
| 45 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 100.3 |
4483.95
|
No
|
8212-CRQXP
|
Female
| 0 |
Yes
|
No
| 22 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 80 |
1706.45
|
No
|
6980-CDGFC
|
Female
| 0 |
Yes
|
No
| 67 |
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)
| 20.85 |
1327.4
|
No
|
7691-XVTZH
|
Female
| 0 |
Yes
|
No
| 68 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 89.95 |
5974.3
|
No
|
2520-SGTTA
|
Female
| 0 |
Yes
|
Yes
| 0 |
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 |
No
|
|
7481-ATQQS
|
Female
| 1 |
No
|
No
| 49 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 90.85 |
4515.85
|
Yes
|
2277-VWCNI
|
Female
| 1 |
No
|
No
| 4 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 48.75 |
179.85
|
No
|
1088-CNNKB
|
Male
| 0 |
Yes
|
No
| 63 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 80 |
5040.2
|
No
|
8642-GVWRF
|
Female
| 0 |
Yes
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 79.7 |
165
|
Yes
|
1930-BZLHI
|
Male
| 0 |
No
|
No
| 21 |
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
| 20.35 |
422.7
|
No
|
3400-ESFUW
|
Male
| 0 |
Yes
|
Yes
| 55 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 57.55 |
3046.4
|
Yes
|
5868-YTYKS
|
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
|
Yes
|
Mailed check
| 20.25 |
20.25
|
No
|
3525-DVKFN
|
Female
| 0 |
No
|
No
| 17 |
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
| 19.4 |
358.05
|
No
|
1482-OXZSY
|
Male
| 0 |
No
|
No
| 30 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 100.4 |
2936.25
|
No
|
0377-JBKKT
|
Male
| 0 |
Yes
|
Yes
| 22 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 57.95 |
1271.8
|
No
|
5778-BVOFB
|
Female
| 0 |
No
|
No
| 9 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 59.5 |
530.05
|
No
|
3373-YZZYM
|
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
|
Month-to-month
|
No
|
Mailed check
| 19.2 |
19.2
|
No
|
2057-ZBLPD
|
Female
| 0 |
Yes
|
No
| 21 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 86.5 |
1808.7
|
Yes
|
0228-MAUWC
|
Male
| 0 |
No
|
No
| 19 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 59.55 |
1144.6
|
No
|
5502-RLUYV
|
Female
| 0 |
Yes
|
Yes
| 69 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 103.95 |
7446.9
|
Yes
|
0023-HGHWL
|
Male
| 1 |
No
|
No
| 1 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 25.1 |
25.1
|
Yes
|
7663-YJHSN
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 103.95 |
7556.9
|
No
|
4915-BFSXL
|
Male
| 0 |
Yes
|
Yes
| 70 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
No
|
Two year
|
No
|
Credit card (automatic)
| 68.95 |
4858.7
|
No
|
3086-RUCRN
|
Female
| 0 |
No
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 103.1 |
6595
|
No
|
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