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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0679-TDGAK
|
Male
| 0 |
Yes
|
Yes
| 50 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 75.5 |
4025.6
|
No
|
6585-WCEWR
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
No
|
Electronic check
| 20.35 |
1354.4
|
No
|
9067-YGSCA
|
Female
| 0 |
No
|
No
| 70 |
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)
| 26.05 |
1856.4
|
No
|
9067-SQTNS
|
Male
| 0 |
Yes
|
Yes
| 44 |
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)
| 20.6 |
926
|
No
|
8433-WXGNA
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.7 |
189.2
|
Yes
|
1776-SPBWV
|
Female
| 0 |
Yes
|
Yes
| 34 |
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)
| 20.1 |
682.1
|
No
|
8735-SDUFN
|
Female
| 1 |
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
|
Bank transfer (automatic)
| 24.3 |
1778.7
|
No
|
9668-PUGNU
|
Male
| 0 |
Yes
|
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
|
Electronic check
| 24.5 |
1816.2
|
No
|
9405-GPBBG
|
Female
| 0 |
No
|
No
| 64 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 110.5 |
7069.25
|
No
|
1926-QUZNN
|
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
|
Yes
|
Bank transfer (automatic)
| 25.25 |
1841.2
|
No
|
3707-GNWHM
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 74.25 |
74.25
|
Yes
|
7016-NVRIC
|
Male
| 1 |
Yes
|
No
| 29 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
No
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 90.1 |
2656.7
|
No
|
5829-NVSQN
|
Female
| 0 |
Yes
|
No
| 23 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 68.75 |
1689.45
|
No
|
9565-AXSMR
|
Male
| 0 |
Yes
|
Yes
| 52 |
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
| 19.2 |
1054.75
|
No
|
8922-LIEGH
|
Female
| 1 |
No
|
No
| 25 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 89.7 |
2187.55
|
Yes
|
8869-LIHMK
|
Female
| 0 |
No
|
No
| 64 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 115.1 |
7334.05
|
No
|
8245-UMPYT
|
Female
| 1 |
No
|
No
| 16 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 96.4 |
1581.2
|
Yes
|
5186-SAMNZ
|
Male
| 1 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 69.5 |
69.5
|
Yes
|
0447-RXSGD
|
Male
| 0 |
No
|
No
| 24 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 99.65 |
2404.85
|
No
|
4927-WWOOZ
|
Male
| 0 |
Yes
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 91.45 |
171.45
|
No
|
5788-YPOEG
|
Female
| 0 |
Yes
|
Yes
| 34 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Mailed check
| 84.75 |
2839.45
|
No
|
5373-SFODM
|
Male
| 1 |
Yes
|
No
| 36 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 85.25 |
3132.75
|
Yes
|
0661-KBKPA
|
Male
| 0 |
Yes
|
Yes
| 53 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Mailed check
| 78.75 |
3942.45
|
No
|
9081-WWXKP
|
Female
| 0 |
Yes
|
Yes
| 47 |
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)
| 20.25 |
873.4
|
No
|
0784-ZQJZX
|
Male
| 0 |
No
|
Yes
| 72 |
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)
| 19.9 |
1529.65
|
No
|
3133-PZNSR
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 97.75 |
6991.6
|
No
|
5766-ZJYBB
|
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
| 19.4 |
19.4
|
Yes
|
8931-GJJIQ
|
Female
| 0 |
No
|
No
| 9 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 83.3 |
803.3
|
Yes
|
4277-PVRAN
|
Female
| 0 |
No
|
No
| 8 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 80.1 |
679.3
|
Yes
|
0022-TCJCI
|
Male
| 1 |
No
|
No
| 45 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 62.7 |
2791.5
|
Yes
|
0722-SVSFK
|
Female
| 0 |
No
|
No
| 7 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.4 |
715
|
No
|
3612-YVGSJ
|
Female
| 0 |
Yes
|
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
|
Credit card (automatic)
| 24.45 |
1681.6
|
No
|
9825-YCXWZ
|
Female
| 1 |
No
|
No
| 41 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 101.1 |
4016.2
|
No
|
5397-NSKQG
|
Male
| 0 |
Yes
|
Yes
| 67 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 50.9 |
3281.65
|
No
|
8565-HBFNN
|
Male
| 0 |
Yes
|
No
| 69 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 107.2 |
7317.1
|
No
|
2000-DHJUY
|
Female
| 1 |
Yes
|
No
| 70 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 92.2 |
6474.45
|
No
|
0203-HHYIJ
|
Male
| 0 |
No
|
No
| 25 |
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)
| 25.3 |
676.35
|
Yes
|
8670-ERCJH
|
Male
| 0 |
No
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 113.4 |
8164.1
|
No
|
7758-UJWYS
|
Male
| 0 |
Yes
|
Yes
| 34 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Electronic check
| 40.55 |
1325.85
|
No
|
2050-ONYDQ
|
Female
| 0 |
Yes
|
Yes
| 65 |
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 |
1654.85
|
No
|
7055-JCGNI
|
Female
| 0 |
No
|
No
| 70 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 111.95 |
7795.95
|
No
|
0739-UUAJR
|
Female
| 0 |
Yes
|
Yes
| 72 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 53.8 |
3952.45
|
No
|
4826-DXMUP
|
Male
| 0 |
No
|
Yes
| 35 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Mailed check
| 72.1 |
2495.15
|
No
|
0952-KMEEH
|
Male
| 0 |
No
|
No
| 13 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 98.15 |
1230.25
|
Yes
|
7285-KLOTR
|
Female
| 0 |
Yes
|
No
| 12 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 78.85 |
876.75
|
No
|
0654-PQKDW
|
Female
| 0 |
Yes
|
Yes
| 62 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 70.75 |
4263.45
|
No
|
7175-NTIXE
|
Female
| 0 |
No
|
No
| 25 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 76.15 |
1992.95
|
No
|
7963-SHNDT
|
Female
| 0 |
No
|
No
| 52 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Mailed check
| 39.1 |
1982.1
|
No
|
9796-BPKIW
|
Male
| 1 |
No
|
No
| 8 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 69.95 |
562.7
|
No
|
0188-GWFLE
|
Male
| 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
|
Mailed check
| 20.05 |
33.7
|
No
|
8129-GMVGI
|
Female
| 0 |
Yes
|
Yes
| 56 |
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
| 20.05 |
1090.1
|
No
|
2882-DDZPG
|
Female
| 0 |
No
|
No
| 12 |
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 |
227.45
|
No
|
3547-LQRIK
|
Female
| 0 |
Yes
|
No
| 47 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
No
|
Electronic check
| 26.9 |
1250.85
|
No
|
9137-NOQKA
|
Male
| 1 |
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
|
Electronic check
| 19.2 |
37.2
|
No
|
5843-TTHGI
|
Female
| 0 |
No
|
No
| 18 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 50 |
892.7
|
No
|
1849-RJYIG
|
Female
| 0 |
No
|
No
| 8 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 60 |
487.75
|
No
|
8868-GAGIO
|
Male
| 0 |
Yes
|
No
| 45 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 84.55 |
3713.95
|
No
|
4061-UKJWL
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 45.45 |
141.7
|
No
|
5380-XPJNZ
|
Female
| 0 |
No
|
No
| 38 |
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 |
678.2
|
No
|
8263-QMNTJ
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 115.55 |
8425.3
|
No
|
8178-EYZUO
|
Male
| 0 |
No
|
No
| 46 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 93.7 |
4154.8
|
Yes
|
3230-JCNZS
|
Female
| 0 |
Yes
|
Yes
| 71 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 99 |
7061.65
|
No
|
0277-ORXQS
|
Male
| 0 |
Yes
|
Yes
| 66 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 50.55 |
3364.55
|
No
|
5130-IEKQT
|
Male
| 1 |
No
|
No
| 25 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 105.95 |
2655.25
|
Yes
|
3230-WYKIR
|
Male
| 0 |
No
|
No
| 18 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 82 |
1425.45
|
Yes
|
7996-BPXHY
|
Female
| 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
|
Two year
|
Yes
|
Bank transfer (automatic)
| 25 |
332.5
|
No
|
3227-WLKLI
|
Female
| 0 |
Yes
|
Yes
| 65 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 91.55 |
5963.95
|
No
|
0407-BDJKB
|
Male
| 0 |
Yes
|
No
| 60 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 95.75 |
5742.9
|
Yes
|
2266-FUBDZ
|
Male
| 0 |
Yes
|
Yes
| 15 |
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
| 19.35 |
278.85
|
No
|
8237-ULIXL
|
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)
| 24.85 |
1871.85
|
No
|
9600-UDOPK
|
Male
| 0 |
Yes
|
No
| 30 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 94.05 |
2866.45
|
Yes
|
8216-AZUUZ
|
Female
| 0 |
Yes
|
Yes
| 42 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 100.4 |
4303.65
|
No
|
9153-BTBVV
|
Female
| 0 |
Yes
|
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 |
1753
|
No
|
4074-SJFFA
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 54.75 |
54.75
|
Yes
|
3269-ATYWD
|
Male
| 1 |
No
|
No
| 39 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 95.65 |
3759.05
|
Yes
|
5186-PEIZU
|
Female
| 0 |
No
|
No
| 35 |
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)
| 19.25 |
617.65
|
No
|
1074-AMIOH
|
Female
| 0 |
Yes
|
Yes
| 53 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 108.25 |
5935.1
|
No
|
4910-GMJOT
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.6 |
94.6
|
Yes
|
0354-WYROK
|
Female
| 1 |
Yes
|
Yes
| 31 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 98.9 |
2911.3
|
Yes
|
4361-FEBGN
|
Male
| 0 |
No
|
No
| 48 |
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)
| 20.15 |
982.95
|
No
|
7748-UMTRK
|
Female
| 1 |
No
|
Yes
| 30 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101.3 |
2974.5
|
No
|
0380-ZCSBI
|
Male
| 0 |
No
|
No
| 10 |
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 |
198.7
|
No
|
7145-FEJWU
|
Female
| 0 |
No
|
Yes
| 12 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 105.3 |
1275.65
|
No
|
6463-MVYRY
|
Female
| 1 |
No
|
No
| 57 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 69.85 |
4003
|
No
|
3969-JQABI
|
Female
| 0 |
Yes
|
No
| 58 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 65.25 |
3791.6
|
No
|
9624-EGDEQ
|
Female
| 0 |
No
|
No
| 37 |
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
| 19.8 |
813.3
|
No
|
1051-EQPZR
|
Female
| 0 |
Yes
|
Yes
| 44 |
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
| 19.6 |
780.25
|
No
|
5849-ASHZJ
|
Male
| 0 |
No
|
Yes
| 27 |
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 |
552.9
|
No
|
5780-INQIK
|
Female
| 0 |
No
|
No
| 8 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 49.4 |
408.25
|
No
|
7576-OYWBN
|
Male
| 1 |
No
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 76.05 |
231.8
|
Yes
|
4526-ZJJTM
|
Female
| 1 |
Yes
|
No
| 25 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 88.4 |
2191.15
|
No
|
8384-FZBJK
|
Female
| 0 |
Yes
|
Yes
| 57 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.6 |
5611.7
|
No
|
3750-RNQKR
|
Female
| 0 |
No
|
No
| 12 |
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
| 19.45 |
246.25
|
No
|
0962-CQPWQ
|
Female
| 0 |
Yes
|
Yes
| 62 |
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)
| 20.3 |
1296.15
|
No
|
3096-YXENJ
|
Female
| 0 |
Yes
|
No
| 65 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 107.65 |
7082.85
|
No
|
1265-BCFEO
|
Female
| 0 |
Yes
|
No
| 71 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 80.45 |
5662.25
|
No
|
5837-LXSDN
|
Female
| 0 |
Yes
|
Yes
| 21 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 58.85 |
1215.45
|
No
|
5945-AZYHT
|
Male
| 0 |
Yes
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 109.6 |
7854.15
|
No
|
8325-QRPZR
|
Female
| 0 |
No
|
No
| 7 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.15 |
525
|
No
|
6384-VMJHP
|
Female
| 0 |
No
|
No
| 72 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 73 |
5265.2
|
No
|
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