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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0420-HLGXF
|
Female
| 1 |
No
|
No
| 39 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 99.75 |
4036
|
No
|
7446-KQISO
|
Male
| 0 |
Yes
|
Yes
| 45 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 109.75 |
4900.65
|
No
|
9823-EALYC
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 80.85 |
5727.45
|
No
|
0582-AVCLN
|
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
|
Two year
|
No
|
Mailed check
| 20.3 |
743.05
|
No
|
5803-NQJZO
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 67.8 |
4804.65
|
No
|
2565-JSLRY
|
Male
| 0 |
No
|
No
| 1 |
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
|
Mailed check
| 24.05 |
24.05
|
Yes
|
2607-DHDAK
|
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
|
Yes
|
Credit card (automatic)
| 19.8 |
1414.65
|
No
|
1073-XXCZD
|
Male
| 0 |
Yes
|
No
| 55 |
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)
| 25.7 |
1443.65
|
No
|
0743-HRVFF
|
Female
| 0 |
Yes
|
Yes
| 51 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 56.15 |
2898.95
|
No
|
4006-HKYHO
|
Male
| 0 |
No
|
No
| 63 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 86.7 |
5309.5
|
No
|
3727-JEZTU
|
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
| 20.4 |
20.4
|
No
|
8143-ETQTI
|
Female
| 0 |
Yes
|
Yes
| 23 |
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
| 19.65 |
451.55
|
No
|
6689-KXGBO
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 50.55 |
50.55
|
Yes
|
9667-TKTVZ
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 54.35 |
117.05
|
No
|
3657-COGMW
|
Female
| 1 |
No
|
No
| 52 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 108.1 |
5839.3
|
No
|
8570-KLJYJ
|
Female
| 0 |
No
|
No
| 36 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
One year
|
No
|
Mailed check
| 54.45 |
1893.5
|
No
|
7754-IXRMC
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 45.35 |
45.35
|
No
|
9473-CBZOP
|
Female
| 0 |
No
|
No
| 28 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Mailed check
| 59 |
1654.45
|
No
|
2969-WGHQO
|
Female
| 0 |
Yes
|
Yes
| 7 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
No
|
Electronic check
| 69.45 |
477.05
|
No
|
6615-NGGZJ
|
Male
| 0 |
No
|
No
| 14 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.55 |
1415.55
|
Yes
|
4334-HOWRP
|
Male
| 1 |
Yes
|
No
| 72 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 64.95 |
4546
|
No
|
4255-DDUOU
|
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
|
Mailed check
| 20.5 |
20.5
|
Yes
|
5863-OOKCL
|
Female
| 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
|
Mailed check
| 18.85 |
163.2
|
No
|
1686-STUHN
|
Male
| 0 |
No
|
No
| 42 |
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)
| 19.8 |
849.9
|
No
|
1329-VHWNP
|
Female
| 0 |
No
|
No
| 7 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 25.05 |
189.95
|
No
|
2984-MIIZL
|
Male
| 0 |
No
|
No
| 4 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 74.8 |
321.9
|
Yes
|
0266-GMEAO
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 114.3 |
8058.55
|
No
|
5590-YRFJT
|
Female
| 0 |
Yes
|
No
| 20 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 24.45 |
482.8
|
Yes
|
5574-NXZIU
|
Male
| 0 |
No
|
No
| 63 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 109.2 |
7049.75
|
No
|
0019-GFNTW
|
Female
| 0 |
No
|
No
| 56 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 45.05 |
2560.1
|
No
|
4256-ZWTZI
|
Female
| 0 |
No
|
Yes
| 5 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 51 |
286.8
|
No
|
8309-PPCED
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 110.45 |
7982.5
|
No
|
4098-NAUKP
|
Male
| 1 |
Yes
|
Yes
| 68 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 84.65 |
5683.6
|
No
|
5196-WPYOW
|
Male
| 0 |
Yes
|
Yes
| 67 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Mailed check
| 60.05 |
3994.05
|
No
|
4608-LCIMN
|
Male
| 0 |
Yes
|
Yes
| 8 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 44.65 |
369.15
|
No
|
1485-YDHMM
|
Male
| 0 |
Yes
|
Yes
| 52 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 93.25 |
4631.7
|
No
|
4054-CUMIA
|
Female
| 0 |
Yes
|
Yes
| 18 |
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 |
401.95
|
No
|
0603-TPMIB
|
Female
| 0 |
Yes
|
Yes
| 59 |
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
| 25.45 |
1534.05
|
No
|
2525-GVKQU
|
Female
| 0 |
No
|
No
| 60 |
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
| 20.6 |
1093
|
No
|
8161-QYMTT
|
Male
| 0 |
No
|
No
| 7 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.1 |
701.3
|
No
|
9581-GVBXT
|
Male
| 0 |
Yes
|
Yes
| 59 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Mailed check
| 34.8 |
1980.3
|
No
|
5862-BRIXZ
|
Male
| 0 |
No
|
No
| 46 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 60.75 |
2893.4
|
No
|
5404-GGUKR
|
Male
| 0 |
No
|
No
| 5 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 51.35 |
262.3
|
No
|
3308-JSGML
|
Male
| 1 |
Yes
|
No
| 59 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 64.05 |
3886.85
|
No
|
2126-GSEGL
|
Female
| 0 |
Yes
|
No
| 70 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 84.8 |
5917.55
|
No
|
3677-TNKIO
|
Female
| 0 |
No
|
No
| 14 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 71 |
914
|
Yes
|
0440-QEXBZ
|
Female
| 0 |
No
|
No
| 44 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 50.15 |
2139.1
|
No
|
2434-EEVDB
|
Female
| 0 |
Yes
|
No
| 64 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 94.6 |
5948.7
|
No
|
6762-QVYJO
|
Female
| 0 |
Yes
|
Yes
| 58 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Mailed check
| 59.75 |
3624.35
|
No
|
6199-IWKGC
|
Female
| 1 |
Yes
|
No
| 46 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 100.25 |
4753.85
|
No
|
2675-DHUTR
|
Male
| 1 |
Yes
|
No
| 58 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 98.9 |
5780.7
|
No
|
8152-VETUR
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 97.7 |
6869.7
|
No
|
9667-EQRXU
|
Female
| 1 |
No
|
No
| 30 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 40.3 |
1172.95
|
Yes
|
7446-YPODE
|
Male
| 1 |
No
|
No
| 11 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 60.25 |
662.95
|
No
|
9522-BNTHX
|
Female
| 1 |
No
|
No
| 34 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 56.25 |
1765.95
|
No
|
4676-WLUHT
|
Male
| 0 |
No
|
No
| 54 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 46.2 |
2431.95
|
No
|
3329-WDIOK
|
Female
| 0 |
No
|
No
| 3 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 50.6 |
155.35
|
Yes
|
7980-MHFLQ
|
Female
| 0 |
Yes
|
Yes
| 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
|
Mailed check
| 24.9 |
1859.2
|
No
|
2873-ZLIWT
|
Female
| 0 |
Yes
|
Yes
| 40 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 84.85 |
3303.05
|
Yes
|
3415-TAILE
|
Female
| 0 |
Yes
|
Yes
| 2 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 65.7 |
134.35
|
Yes
|
0757-WCUUZ
|
Male
| 0 |
Yes
|
Yes
| 54 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 63.35 |
3409.1
|
No
|
1629-DQQVB
|
Female
| 0 |
No
|
No
| 14 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 50.1 |
709.5
|
No
|
1915-IOFGU
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 70.5 |
70.5
|
Yes
|
3045-XETSH
|
Female
| 0 |
No
|
No
| 10 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.85 |
953.45
|
Yes
|
0374-AACSZ
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 50.15 |
50.15
|
No
|
7239-HZZCX
|
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
| 19.75 |
19.75
|
Yes
|
4872-VXRIL
|
Male
| 0 |
No
|
No
| 56 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 64.65 |
3665.55
|
No
|
9140-CZQZZ
|
Female
| 0 |
Yes
|
No
| 68 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 79.6 |
5515.8
|
No
|
3423-HHXAO
|
Female
| 0 |
Yes
|
Yes
| 14 |
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
| 19.5 |
272
|
No
|
9938-TKDGL
|
Male
| 0 |
Yes
|
Yes
| 68 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 99.55 |
6668
|
No
|
0531-ZZJWQ
|
Male
| 1 |
Yes
|
No
| 55 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74 |
4052.4
|
No
|
6537-QLGEX
|
Female
| 0 |
No
|
No
| 16 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 38.9 |
664.4
|
No
|
2688-BHGOG
|
Male
| 1 |
No
|
No
| 9 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 79.55 |
718.55
|
No
|
7683-CBDKJ
|
Male
| 0 |
Yes
|
Yes
| 14 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 65.45 |
937.6
|
Yes
|
0946-CLJTI
|
Male
| 1 |
Yes
|
No
| 58 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 98.7 |
5812.6
|
Yes
|
3160-TYXLT
|
Male
| 0 |
No
|
No
| 53 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 46.3 |
2546.85
|
No
|
1325-USMEC
|
Male
| 0 |
Yes
|
No
| 70 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 99.35 |
6944.5
|
No
|
0916-QOFDP
|
Female
| 1 |
Yes
|
Yes
| 14 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.8 |
1346.3
|
No
|
0628-CNQRM
|
Male
| 0 |
Yes
|
Yes
| 22 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 67.5 |
1544.05
|
Yes
|
5606-AMZBO
|
Female
| 0 |
Yes
|
No
| 10 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 78.15 |
765.15
|
No
|
6199-IPCAO
|
Female
| 0 |
Yes
|
Yes
| 29 |
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
| 26.1 |
692.55
|
No
|
7665-TOALD
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.6 |
69.6
|
Yes
|
0112-QWPNC
|
Male
| 0 |
Yes
|
No
| 49 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 84.35 |
4059.35
|
Yes
|
0324-BRPCJ
|
Female
| 1 |
Yes
|
No
| 68 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.2 |
6851.65
|
Yes
|
2777-PHDEI
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 78.05 |
78.05
|
Yes
|
5640-CAXOA
|
Female
| 0 |
No
|
No
| 30 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 40.35 |
1187.05
|
No
|
2235-EZAIK
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Credit card (automatic)
| 79.2 |
5401.9
|
No
|
3847-BAERP
|
Female
| 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
|
Yes
|
Mailed check
| 20.9 |
247
|
No
|
1196-AMORA
|
Male
| 0 |
No
|
No
| 7 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 73.6 |
520
|
Yes
|
4282-YMKNA
|
Female
| 0 |
No
|
No
| 9 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.75 |
706.6
|
Yes
|
1453-RZFON
|
Female
| 0 |
No
|
Yes
| 1 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 49.9 |
49.9
|
No
|
8263-OKETD
|
Female
| 0 |
No
|
No
| 20 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 68.9 |
1370.35
|
No
|
0670-KDOMA
|
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
| 20.25 |
20.25
|
No
|
2476-YGEFM
|
Female
| 0 |
No
|
No
| 29 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 76 |
2215.25
|
No
|
8687-BAFGU
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 74 |
74
|
No
|
0641-EVBOJ
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 82.3 |
214.4
|
No
|
0829-XXPLX
|
Female
| 0 |
No
|
No
| 20 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 89.4 |
1871.15
|
No
|
9974-JFBHQ
|
Male
| 0 |
No
|
Yes
| 64 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 99.15 |
6171.2
|
No
|
5356-RHIPP
|
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
| 20.2 |
20.2
|
Yes
|
6624-JDRDS
|
Female
| 0 |
No
|
No
| 6 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 29.45 |
161.45
|
No
|
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