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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5839-SUYVZ
|
Male
| 0 |
No
|
No
| 16 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 74.55 |
1170.5
|
No
|
5173-ZXXXL
|
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
|
One year
|
No
|
Mailed check
| 19.95 |
47.7
|
No
|
1096-ADRUX
|
Female
| 0 |
Yes
|
Yes
| 66 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 74.25 |
4859.25
|
No
|
2001-MCUUW
|
Male
| 0 |
No
|
No
| 46 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 108.65 |
4903.2
|
No
|
2731-GJRDG
|
Female
| 0 |
No
|
No
| 32 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 109.55 |
3608
|
No
|
4723-BEGSG
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 86.65 |
6094.25
|
No
|
6516-NKQBO
|
Male
| 0 |
Yes
|
Yes
| 38 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 81 |
3084.9
|
No
|
8672-OAUPW
|
Male
| 0 |
No
|
Yes
| 51 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 47.85 |
2356.75
|
No
|
8207-DMRVL
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 114.55 |
8306.05
|
No
|
3419-SNJJD
|
Female
| 1 |
Yes
|
No
| 65 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 105.25 |
6786.4
|
Yes
|
6543-CPZMK
|
Male
| 0 |
Yes
|
Yes
| 9 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 29.95 |
248.95
|
Yes
|
4765-OXPPD
|
Female
| 0 |
Yes
|
Yes
| 9 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 65 |
663.05
|
Yes
|
2804-ETQDK
|
Male
| 0 |
No
|
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
|
No
|
Mailed check
| 20.55 |
1357.1
|
No
|
6689-VRRTK
|
Female
| 1 |
No
|
No
| 44 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 109.8 |
4860.35
|
No
|
7138-GIRSH
|
Male
| 0 |
No
|
No
| 50 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 69.5 |
3418.2
|
No
|
9396-ZSFLL
|
Female
| 0 |
No
|
No
| 15 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 48.85 |
631.4
|
No
|
6464-KEXXH
|
Male
| 0 |
No
|
No
| 8 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 25.25 |
186.3
|
No
|
7134-MJPDY
|
Female
| 1 |
No
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 102.85 |
6976.75
|
No
|
5240-CAOYT
|
Female
| 0 |
No
|
No
| 57 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 87.55 |
4884.85
|
No
|
4059-IIEBK
|
Female
| 0 |
No
|
No
| 7 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 78.55 |
522.95
|
No
|
4881-JVQOD
|
Male
| 1 |
Yes
|
Yes
| 10 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 34.55 |
362.6
|
No
|
0516-UXRMT
|
Female
| 0 |
No
|
No
| 62 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
Yes
|
Electronic check
| 92.05 |
5755.8
|
No
|
4851-BQDNX
|
Male
| 0 |
Yes
|
Yes
| 40 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
One year
|
Yes
|
Electronic check
| 85.05 |
3355.65
|
No
|
5148-HKFIR
|
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
|
Two year
|
No
|
Mailed check
| 19.7 |
406.95
|
No
|
1009-IRMNA
|
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
|
Bank transfer (automatic)
| 20 |
137.6
|
Yes
|
3003-CMDUU
|
Female
| 0 |
Yes
|
No
| 25 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.15 |
2395.7
|
No
|
5016-IBERQ
|
Male
| 0 |
Yes
|
No
| 23 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 84.25 |
1968.1
|
No
|
6797-UCJHZ
|
Female
| 1 |
Yes
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 104.6 |
6819.45
|
No
|
2469-DTSGX
|
Female
| 1 |
No
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 111.65 |
7943.45
|
No
|
4554-YGZIH
|
Male
| 1 |
Yes
|
No
| 49 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 90.05 |
4547.25
|
Yes
|
5099-BAILX
|
Male
| 1 |
Yes
|
Yes
| 43 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 110.75 |
4687.9
|
Yes
|
9931-KGHOA
|
Female
| 0 |
Yes
|
No
| 46 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 55 |
2473.95
|
No
|
1775-KWJKQ
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 89.85 |
6562.9
|
No
|
7665-VIGUD
|
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
|
One year
|
No
|
Mailed check
| 20.35 |
176.3
|
No
|
9411-TPQQV
|
Female
| 0 |
No
|
No
| 40 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 54.55 |
2236.2
|
No
|
7207-RMRDB
|
Female
| 0 |
Yes
|
Yes
| 65 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 105.5 |
6985.65
|
Yes
|
7954-MLBUN
|
Male
| 0 |
No
|
No
| 31 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 99.45 |
3109.9
|
No
|
2077-DDHJK
|
Female
| 0 |
Yes
|
No
| 68 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 70.9 |
4911.35
|
No
|
4913-EHYUI
|
Male
| 1 |
Yes
|
Yes
| 56 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 104.55 |
5794.65
|
Yes
|
0195-IESCP
|
Male
| 0 |
Yes
|
No
| 10 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85.25 |
855.3
|
Yes
|
9574-BOSMD
|
Male
| 0 |
Yes
|
Yes
| 68 |
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)
| 25.4 |
1620.2
|
No
|
4580-TMHJU
|
Female
| 0 |
Yes
|
Yes
| 43 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 56.15 |
2499.3
|
Yes
|
0970-ETWGE
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 89.55 |
89.55
|
Yes
|
4908-XAXAY
|
Female
| 1 |
No
|
No
| 49 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 89.85 |
4287.2
|
No
|
8404-VLQFB
|
Female
| 0 |
Yes
|
Yes
| 15 |
Yes
|
Yes
|
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
| 25.25 |
394.85
|
No
|
1626-ERCMM
|
Male
| 1 |
Yes
|
No
| 20 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.55 |
1899.65
|
Yes
|
0887-HJGAR
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 45.7 |
45.7
|
Yes
|
2391-IPLOP
|
Male
| 0 |
Yes
|
Yes
| 50 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Electronic check
| 69.65 |
3442.15
|
No
|
5644-PDMZC
|
Female
| 1 |
No
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 89.5 |
161.5
|
Yes
|
3509-GWQGF
|
Male
| 1 |
No
|
No
| 24 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 70 |
1732.6
|
No
|
9576-ANLXO
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 69.55 |
222.3
|
Yes
|
2024-BASKD
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 74.6 |
74.6
|
Yes
|
5845-BZZIB
|
Male
| 0 |
Yes
|
Yes
| 35 |
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
| 20.1 |
655.3
|
No
|
1140-UKVZG
|
Female
| 0 |
No
|
No
| 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
| 24.8 |
475.25
|
No
|
4160-AMJTL
|
Female
| 1 |
No
|
No
| 8 |
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
| 19.65 |
164.3
|
Yes
|
5183-SNMJQ
|
Male
| 0 |
No
|
No
| 10 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 95.1 |
865.1
|
No
|
8100-PNJMH
|
Male
| 0 |
Yes
|
Yes
| 68 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 88.85 |
6132.7
|
No
|
7838-LAZFO
|
Male
| 0 |
Yes
|
No
| 45 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 78.8 |
3597.5
|
No
|
4464-JCOLN
|
Male
| 0 |
Yes
|
Yes
| 2 |
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
| 19.85 |
35.9
|
Yes
|
2085-JVGAD
|
Male
| 0 |
Yes
|
No
| 37 |
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)
| 20.35 |
697.65
|
No
|
5650-VDUDS
|
Female
| 0 |
No
|
No
| 4 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 24.25 |
96.05
|
Yes
|
8095-WANWK
|
Female
| 0 |
No
|
No
| 10 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 45.25 |
428.7
|
No
|
3030-ZKIWL
|
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
| 20.05 |
20.05
|
No
|
9565-FLVCG
|
Male
| 0 |
Yes
|
Yes
| 65 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Two year
|
Yes
|
Mailed check
| 69.55 |
4459.15
|
No
|
8755-OGKNA
|
Female
| 0 |
Yes
|
Yes
| 57 |
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)
| 19.5 |
1167.6
|
No
|
2800-VEQXM
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 74.75 |
238.1
|
No
|
7538-GWHML
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 69.65 |
145.15
|
Yes
|
5533-RJFTJ
|
Male
| 0 |
No
|
No
| 49 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 30.2 |
1453.1
|
No
|
3859-CVCET
|
Female
| 0 |
No
|
No
| 4 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 45.65 |
191.05
|
Yes
|
0214-JHPFW
|
Female
| 0 |
Yes
|
No
| 70 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 57.8 |
4039.3
|
No
|
5642-MHDQT
|
Female
| 0 |
Yes
|
Yes
| 53 |
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)
| 19.85 |
1039.45
|
No
|
3088-FVYWK
|
Male
| 0 |
Yes
|
Yes
| 53 |
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)
| 25.55 |
1336.1
|
No
|
3276-HDUEG
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 75.05 |
75.05
|
Yes
|
9092-GDZKO
|
Male
| 0 |
No
|
No
| 22 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 24.85 |
493.4
|
No
|
0823-HSCDJ
|
Male
| 1 |
No
|
No
| 52 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 49.15 |
2550.9
|
Yes
|
3729-OWRVL
|
Male
| 1 |
No
|
No
| 65 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 110.35 |
7246.15
|
No
|
2324-AALNO
|
Female
| 0 |
No
|
No
| 48 |
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)
| 24.55 |
1203.95
|
No
|
0822-GAVAP
|
Female
| 0 |
No
|
No
| 2 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 34.7 |
62.25
|
Yes
|
5760-IFJOZ
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 107.95 |
313.6
|
No
|
2826-UWHIS
|
Male
| 0 |
Yes
|
No
| 45 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 81.4 |
3775.85
|
No
|
1448-PWKYE
|
Male
| 0 |
Yes
|
Yes
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 80 |
80
|
Yes
|
7501-IWUNG
|
Female
| 0 |
Yes
|
Yes
| 61 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 73.8 |
4616.05
|
No
|
4957-TREIR
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 64.4 |
195.65
|
No
|
7251-LJBQN
|
Female
| 1 |
No
|
No
| 40 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 103.75 |
4188.4
|
No
|
8040-MNRTF
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 71.1 |
71.1
|
No
|
1536-HBSWP
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 49.9 |
49.9
|
No
|
5313-FPXWG
|
Male
| 0 |
No
|
No
| 51 |
Yes
|
Yes
|
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)
| 24.6 |
1266.4
|
No
|
0067-DKWBL
|
Male
| 1 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 49.25 |
91.1
|
Yes
|
0946-FKYTX
|
Male
| 0 |
No
|
No
| 52 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
One year
|
No
|
Mailed check
| 30.1 |
1623.4
|
No
|
5076-YVXCM
|
Male
| 0 |
No
|
No
| 51 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 83.4 |
4149.45
|
No
|
8262-COGGB
|
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
| 20.45 |
20.45
|
No
|
6663-JOCQO
|
Male
| 0 |
Yes
|
Yes
| 31 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 75.25 |
2344.5
|
No
|
9620-QJREV
|
Male
| 0 |
No
|
Yes
| 47 |
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)
| 20.55 |
1013.05
|
No
|
2276-YDAVZ
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 75.1 |
270.7
|
Yes
|
2682-KEVRP
|
Female
| 1 |
No
|
No
| 22 |
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
| 20.05 |
417
|
No
|
2480-JZOSN
|
Female
| 0 |
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
| 20.65 |
20.65
|
No
|
0078-XZMHT
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 85.15 |
6316.2
|
No
|
5896-NPFWW
|
Male
| 0 |
Yes
|
Yes
| 3 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 50.15 |
168.15
|
Yes
|
9978-HYCIN
|
Male
| 1 |
Yes
|
Yes
| 47 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 84.95 |
4018.05
|
No
|
8338-QIUNR
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 66.5 |
4811.6
|
No
|
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