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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3799-ISUZQ
|
Male
| 0 |
Yes
|
Yes
| 7 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 69.95 |
529.5
|
Yes
|
2877-VDUER
|
Female
| 0 |
Yes
|
Yes
| 35 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
One year
|
No
|
Mailed check
| 40.9 |
1383.6
|
No
|
9152-AMKAK
|
Male
| 0 |
No
|
No
| 6 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Mailed check
| 80.25 |
493.4
|
No
|
1794-HBQTJ
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 48.6 |
48.6
|
Yes
|
9432-VOFYX
|
Male
| 0 |
No
|
No
| 17 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.8 |
1207
|
No
|
8049-WJCLQ
|
Male
| 0 |
Yes
|
Yes
| 10 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Mailed check
| 60.2 |
563.5
|
No
|
6586-PSJOX
|
Male
| 0 |
No
|
Yes
| 15 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 55.2 |
864.55
|
No
|
2460-FPSYH
|
Female
| 1 |
No
|
No
| 40 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 55.8 |
2109.35
|
Yes
|
9705-ZJBCG
|
Female
| 0 |
Yes
|
Yes
| 13 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 54.15 |
701.05
|
No
|
4818-DRBQT
|
Male
| 0 |
Yes
|
No
| 29 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 80.15 |
2265.25
|
Yes
|
1320-HTRDR
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.5 |
220.6
|
Yes
|
6847-KJLTS
|
Female
| 1 |
Yes
|
No
| 58 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 100.4 |
5749.8
|
No
|
9670-BPNXF
|
Female
| 0 |
No
|
No
| 45 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 62.55 |
2796.45
|
No
|
3913-FCUUW
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 70.45 |
5165.7
|
No
|
3301-VKTGC
|
Male
| 0 |
Yes
|
Yes
| 68 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 85.5 |
5696.6
|
No
|
1493-AMTIE
|
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
|
Bank transfer (automatic)
| 20.2 |
20.2
|
Yes
|
9555-SAHUZ
|
Female
| 0 |
Yes
|
Yes
| 38 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 54.5 |
2076.05
|
No
|
0816-TSPHQ
|
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
| 20.75 |
44.2
|
No
|
9932-WBWIK
|
Male
| 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
|
Month-to-month
|
No
|
Mailed check
| 20.35 |
215.25
|
No
|
4619-EVPHY
|
Female
| 1 |
Yes
|
No
| 20 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 91 |
1859.5
|
No
|
5286-YHCVC
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 104.8 |
7470.1
|
No
|
6424-ELEYH
|
Female
| 0 |
Yes
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 74.75 |
229.5
|
Yes
|
4391-RESHN
|
Male
| 0 |
No
|
No
| 23 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 104.05 |
2470.1
|
Yes
|
9115-YQHGA
|
Male
| 0 |
No
|
No
| 40 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 51.1 |
2092.9
|
No
|
4462-CYWMH
|
Male
| 1 |
Yes
|
No
| 62 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 89.8 |
5629.55
|
No
|
8963-MQVYN
|
Female
| 0 |
No
|
Yes
| 22 |
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
|
Electronic check
| 20.55 |
469.85
|
No
|
2458-EOMRE
|
Female
| 0 |
No
|
No
| 11 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 64.05 |
733.95
|
No
|
9334-GWGOW
|
Male
| 1 |
Yes
|
No
| 7 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.85 |
485.25
|
No
|
6821-BUXUX
|
Female
| 0 |
No
|
No
| 13 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 96.65 |
1244.5
|
Yes
|
5028-HTLJB
|
Male
| 1 |
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
| 20.05 |
20.05
|
Yes
|
9801-GDWGV
|
Female
| 0 |
No
|
No
| 39 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 103.45 |
3994.45
|
Yes
|
6542-LWGXJ
|
Male
| 0 |
Yes
|
No
| 3 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 25 |
78.25
|
No
|
5567-GZKQY
|
Male
| 0 |
No
|
No
| 58 |
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)
| 20.3 |
1131.5
|
No
|
1222-LRYKO
|
Male
| 0 |
No
|
Yes
| 6 |
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
|
Mailed check
| 26.35 |
184.05
|
No
|
2320-JRSDE
|
Female
| 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
|
Electronic check
| 19.9 |
19.9
|
Yes
|
2087-QAREY
|
Female
| 0 |
Yes
|
No
| 22 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 54.7 |
1178.75
|
No
|
0601-WZHJF
|
Male
| 0 |
Yes
|
No
| 14 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 46.35 |
667.7
|
Yes
|
4423-JWZJN
|
Male
| 0 |
Yes
|
Yes
| 64 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 90.25 |
5629.15
|
No
|
5143-WMWOG
|
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
|
Electronic check
| 19.95 |
19.95
|
Yes
|
6490-FGZAT
|
Male
| 0 |
No
|
No
| 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
| 20.65 |
109.3
|
No
|
5393-RXQSZ
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 79.6 |
79.6
|
Yes
|
7452-FOLON
|
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
|
One year
|
No
|
Bank transfer (automatic)
| 25.45 |
958.45
|
No
|
2320-TZRRH
|
Female
| 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
|
One year
|
No
|
Mailed check
| 19.5 |
403.15
|
No
|
0231-LXVAP
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.9 |
75.9
|
Yes
|
9444-JTXHZ
|
Male
| 0 |
Yes
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 76.2 |
76.2
|
Yes
|
4942-VZZOM
|
Male
| 0 |
Yes
|
No
| 64 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 66.15 |
4392.5
|
No
|
5510-BOIUJ
|
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
|
No
|
Mailed check
| 19.25 |
19.25
|
Yes
|
7502-BNYGS
|
Female
| 0 |
Yes
|
No
| 46 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 69.1 |
3168
|
No
|
4291-HYEBC
|
Female
| 1 |
Yes
|
Yes
| 28 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
One year
|
Yes
|
Electronic check
| 39.1 |
1096.6
|
No
|
6147-CBCRA
|
Female
| 0 |
Yes
|
No
| 33 |
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 |
669.45
|
No
|
6047-SUHPR
|
Male
| 0 |
Yes
|
Yes
| 39 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Electronic check
| 59.8 |
2343.85
|
No
|
4471-KXAUH
|
Female
| 0 |
Yes
|
No
| 42 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 84.3 |
3588.4
|
Yes
|
9752-ZNQUT
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 48.6 |
48.6
|
No
|
7638-QVMVY
|
Female
| 0 |
No
|
No
| 7 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79 |
522.95
|
Yes
|
1576-PFZIW
|
Male
| 1 |
Yes
|
No
| 70 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 105.35 |
7511.9
|
No
|
5666-MBJPT
|
Male
| 0 |
No
|
No
| 65 |
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)
| 25.1 |
1725
|
No
|
7312-XSBAT
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 49.75 |
49.75
|
No
|
3096-GKWEB
|
Male
| 0 |
Yes
|
No
| 18 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.75 |
1691.9
|
No
|
2371-JQHZZ
|
Male
| 0 |
Yes
|
No
| 24 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 93 |
2248.05
|
No
|
0674-GCDXG
|
Male
| 0 |
No
|
No
| 63 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 71.9 |
4479.2
|
No
|
1121-QSIVB
|
Female
| 0 |
No
|
Yes
| 44 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Mailed check
| 77.55 |
3471.1
|
No
|
4396-KLSEH
|
Male
| 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
|
Yes
|
Electronic check
| 19.85 |
63
|
No
|
3244-DCJWY
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.25 |
70.25
|
Yes
|
2824-MYYBN
|
Female
| 0 |
Yes
|
Yes
| 37 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.25 |
3314.15
|
No
|
0875-CABNR
|
Female
| 1 |
No
|
No
| 10 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 84.6 |
865.55
|
Yes
|
6345-HOVES
|
Male
| 0 |
No
|
No
| 34 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 25.05 |
852.7
|
No
|
8318-LCNBW
|
Male
| 0 |
Yes
|
No
| 35 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 53.15 |
1930.9
|
No
|
6469-QJKZW
|
Female
| 0 |
Yes
|
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
|
Electronic check
| 20.15 |
91.4
|
No
|
0147-ESWWR
|
Female
| 1 |
Yes
|
No
| 39 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101.25 |
3949.15
|
No
|
1217-VASWC
|
Male
| 1 |
Yes
|
No
| 43 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 100.55 |
4304
|
No
|
7812-FZHPE
|
Female
| 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
|
Month-to-month
|
No
|
Mailed check
| 24.1 |
409.9
|
Yes
|
6370-ZVHDV
|
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
|
Bank transfer (automatic)
| 25.3 |
1554.9
|
No
|
5915-DGNVC
|
Female
| 0 |
Yes
|
No
| 49 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Yes
|
One year
|
No
|
Electronic check
| 71.8 |
3472.05
|
No
|
6260-XLACS
|
Male
| 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
|
One year
|
No
|
Mailed check
| 19.7 |
117.8
|
No
|
3566-CAAYU
|
Female
| 0 |
Yes
|
Yes
| 64 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Electronic check
| 49.85 |
3210.35
|
No
|
4983-CCWMC
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 69.6 |
207.4
|
No
|
9103-CXVOK
|
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
|
Electronic check
| 19.75 |
19.75
|
No
|
2896-TBNBE
|
Male
| 0 |
Yes
|
No
| 40 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Electronic check
| 80.8 |
3132.75
|
No
|
4797-AXPXK
|
Female
| 0 |
No
|
Yes
| 1 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 60 |
60
|
Yes
|
5229-PRWKT
|
Male
| 0 |
No
|
No
| 8 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 86.55 |
649.65
|
Yes
|
6982-UQZLY
|
Female
| 1 |
Yes
|
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
| 20.85 |
20.85
|
Yes
|
2522-WLNSF
|
Female
| 1 |
Yes
|
No
| 34 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 64.2 |
2106.3
|
No
|
3841-CONLJ
|
Female
| 0 |
Yes
|
No
| 1 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 35 |
35
|
No
|
5057-LCOUI
|
Female
| 0 |
No
|
No
| 39 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 50.75 |
2011.4
|
Yes
|
0193-ESZXP
|
Female
| 1 |
Yes
|
No
| 58 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 105.5 |
6205.5
|
Yes
|
4475-NVTLU
|
Male
| 0 |
Yes
|
Yes
| 45 |
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
| 19.2 |
903.7
|
No
|
4369-HTUIF
|
Male
| 1 |
No
|
No
| 6 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 85.15 |
503.6
|
Yes
|
9386-LDCZR
|
Male
| 0 |
No
|
No
| 43 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 90.65 |
3882.3
|
No
|
9585-KKMFD
|
Male
| 0 |
Yes
|
Yes
| 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
|
Mailed check
| 20 |
879.8
|
No
|
5399-ZIMKF
|
Male
| 0 |
No
|
No
| 5 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.65 |
383.65
|
No
|
0336-KXKFK
|
Male
| 0 |
No
|
No
| 72 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 61.2 |
4390.25
|
No
|
5619-XZZKR
|
Male
| 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
|
One year
|
No
|
Mailed check
| 19.95 |
68.2
|
No
|
3948-FVVRP
|
Male
| 0 |
Yes
|
Yes
| 9 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 54.8 |
452.8
|
No
|
5327-XOKKY
|
Male
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 73.45 |
5329
|
No
|
0983-TATYJ
|
Female
| 0 |
Yes
|
No
| 33 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Mailed check
| 51.45 |
1758.9
|
No
|
1813-JYWTO
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 80.45 |
5737.6
|
No
|
0156-FVPTA
|
Male
| 0 |
Yes
|
No
| 22 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 54.2 |
1152.7
|
Yes
|
1984-FCOWB
|
Female
| 0 |
Yes
|
No
| 70 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 109.5 |
7674.55
|
Yes
|
0654-HMSHN
|
Male
| 0 |
Yes
|
Yes
| 21 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 104.4 |
2157.95
|
Yes
|
6719-OXYBR
|
Male
| 0 |
No
|
No
| 15 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 85.3 |
1219.85
|
No
|
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