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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3068-OMWZA
|
Male
| 1 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 88.8 |
88.8
|
Yes
|
2927-QRRQV
|
Male
| 0 |
Yes
|
No
| 46 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
Yes
|
Electronic check
| 94.65 |
4312.5
|
No
|
6032-KRXXO
|
Male
| 0 |
No
|
No
| 30 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 90.25 |
2755.35
|
Yes
|
7459-RRWQZ
|
Female
| 0 |
No
|
No
| 15 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 64.65 |
994.55
|
Yes
|
6265-SXWBU
|
Male
| 0 |
Yes
|
Yes
| 69 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
No
|
Credit card (automatic)
| 95.75 |
6511.25
|
No
|
7941-RCJOW
|
Male
| 0 |
No
|
No
| 65 |
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)
| 19.55 |
1218.65
|
No
|
6374-NTQLP
|
Male
| 1 |
Yes
|
Yes
| 72 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 104.1 |
7447.7
|
No
|
4154-AQUGT
|
Male
| 1 |
Yes
|
No
| 13 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 89.05 |
1169.35
|
Yes
|
2387-KDZQY
|
Male
| 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
|
One year
|
Yes
|
Mailed check
| 20.1 |
279.5
|
No
|
3584-WKTTW
|
Male
| 0 |
Yes
|
No
| 51 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 111.55 |
5720.35
|
No
|
3399-BMLVW
|
Male
| 0 |
Yes
|
Yes
| 51 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 60.5 |
3121.45
|
No
|
1971-DTCZB
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 90.95 |
6468.6
|
No
|
3092-IGHWF
|
Male
| 0 |
Yes
|
Yes
| 67 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Electronic check
| 87.4 |
5918.8
|
Yes
|
3374-PZLXD
|
Male
| 0 |
No
|
No
| 34 |
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
| 19.7 |
675.6
|
No
|
3813-DHBBB
|
Male
| 0 |
Yes
|
No
| 67 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 50.95 |
3521.7
|
No
|
2812-REYAT
|
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
|
Yes
|
Bank transfer (automatic)
| 20.05 |
923.1
|
No
|
6518-PPLMZ
|
Male
| 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
|
Two year
|
Yes
|
Mailed check
| 19.4 |
1110.35
|
No
|
4939-KYYPY
|
Male
| 0 |
No
|
No
| 27 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 59.45 |
1611.65
|
No
|
8017-LXHFA
|
Female
| 1 |
No
|
No
| 23 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.75 |
2293.6
|
Yes
|
5930-GBIWP
|
Male
| 0 |
No
|
No
| 69 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 81.5 |
5553.25
|
No
|
6022-KOUQO
|
Female
| 0 |
Yes
|
Yes
| 2 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 29.05 |
44.75
|
No
|
6352-TWCAU
|
Female
| 0 |
No
|
No
| 35 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 86.45 |
3029.1
|
Yes
|
2361-UPSND
|
Female
| 0 |
Yes
|
No
| 46 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Yes
|
One year
|
No
|
Mailed check
| 70.6 |
3231.05
|
No
|
6035-RIIOM
|
Female
| 0 |
No
|
No
| 54 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 97.2 |
5129.45
|
No
|
2929-QNSRW
|
Female
| 0 |
Yes
|
No
| 56 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 98.25 |
5508.35
|
Yes
|
1262-OPMFY
|
Female
| 0 |
Yes
|
No
| 9 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 75.75 |
655.9
|
Yes
|
9504-DSHWM
|
Male
| 0 |
No
|
No
| 20 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 59.2 |
1191.2
|
No
|
5035-BVCXS
|
Male
| 0 |
No
|
No
| 11 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 75.9 |
866.4
|
No
|
6267-DCFFZ
|
Female
| 1 |
Yes
|
No
| 30 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 90.05 |
2627.2
|
No
|
3533-UVMOM
|
Male
| 0 |
Yes
|
No
| 68 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 70.95 |
4741.45
|
No
|
2439-LYPMQ
|
Male
| 1 |
Yes
|
No
| 38 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 102.6 |
4009.2
|
No
|
4248-QPAVC
|
Female
| 1 |
Yes
|
No
| 17 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 85.35 |
1463.45
|
Yes
|
1899-VXWXM
|
Male
| 0 |
No
|
No
| 48 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 106.1 |
5082.8
|
Yes
|
1478-VPOAD
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 43.8 |
43.8
|
No
|
9995-HOTOH
|
Male
| 0 |
Yes
|
Yes
| 63 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 59 |
3707.6
|
No
|
2988-PLAHS
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 69.95 |
220.45
|
No
|
1371-OJCEK
|
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)
| 24.35 |
1133.7
|
No
|
4999-IEZLT
|
Male
| 0 |
No
|
No
| 66 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 29.45 |
1983.15
|
No
|
8883-ANODQ
|
Female
| 0 |
Yes
|
Yes
| 68 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 84.4 |
5746.75
|
No
|
4690-LLKUA
|
Male
| 1 |
No
|
No
| 17 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 45.05 |
770.6
|
Yes
|
2351-RRBUE
|
Female
| 0 |
Yes
|
Yes
| 7 |
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
| 20.65 |
134.05
|
No
|
5980-BDHPY
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 87.1 |
6230.1
|
No
|
1498-DQNRX
|
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
|
Month-to-month
|
No
|
Mailed check
| 19.85 |
573.05
|
No
|
9469-WEJBT
|
Male
| 0 |
Yes
|
No
| 37 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 90.35 |
3419.3
|
No
|
3331-HQDTW
|
Female
| 0 |
No
|
No
| 34 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 109.8 |
3587.25
|
Yes
|
9490-DFPMD
|
Female
| 1 |
No
|
No
| 42 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 84.65 |
3541.35
|
Yes
|
2581-VKIRT
|
Female
| 0 |
Yes
|
Yes
| 59 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Mailed check
| 65.5 |
3801.3
|
No
|
5442-XSDCW
|
Male
| 0 |
Yes
|
Yes
| 11 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 79.5 |
868.5
|
Yes
|
7426-WEIJX
|
Male
| 1 |
Yes
|
Yes
| 60 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 80.95 |
4859.1
|
No
|
2851-MMUTZ
|
Female
| 0 |
No
|
No
| 27 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 56.15 |
1439.35
|
No
|
3049-NDXFL
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 85.8 |
85.8
|
Yes
|
8580-AECUZ
|
Male
| 1 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.1 |
79.1
|
Yes
|
3307-TLCUD
|
Male
| 0 |
Yes
|
No
| 17 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 34.4 |
592.75
|
No
|
6625-FLENO
|
Male
| 0 |
Yes
|
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
|
Mailed check
| 20.75 |
1185.95
|
No
|
2967-MXRAV
|
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
|
One year
|
No
|
Mailed check
| 18.8 |
18.8
|
No
|
7963-GQRMY
|
Female
| 0 |
Yes
|
Yes
| 3 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 44.3 |
134.5
|
Yes
|
8189-HBVRW
|
Female
| 0 |
No
|
No
| 53 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 90.8 |
4921.2
|
No
|
4163-KIUHY
|
Male
| 0 |
No
|
No
| 35 |
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
| 25.6 |
901.25
|
No
|
1228-FZFRV
|
Male
| 0 |
Yes
|
Yes
| 50 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 105.95 |
5341.8
|
Yes
|
3500-NSDOA
|
Male
| 0 |
Yes
|
Yes
| 68 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 70.8 |
4859.95
|
No
|
1171-TYKUR
|
Male
| 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
|
Month-to-month
|
No
|
Electronic check
| 25.4 |
1139.2
|
No
|
3761-FLYZI
|
Female
| 1 |
Yes
|
No
| 65 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 108.8 |
7082.45
|
No
|
2058-DCJBE
|
Male
| 0 |
No
|
No
| 5 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.75 |
324.6
|
Yes
|
5364-XYIRR
|
Male
| 0 |
Yes
|
No
| 51 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.65 |
4812.75
|
Yes
|
4829-AUOAX
|
Female
| 0 |
No
|
No
| 46 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 96.05 |
4399.5
|
Yes
|
1219-NNDDO
|
Female
| 0 |
No
|
No
| 9 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 76.85 |
663.55
|
No
|
8388-DMKAE
|
Female
| 0 |
No
|
No
| 8 |
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
| 20.25 |
174.65
|
No
|
4403-BWPAY
|
Male
| 0 |
No
|
No
| 14 |
Yes
|
Yes
|
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)
| 24.8 |
321.7
|
No
|
9659-QEQSY
|
Female
| 0 |
No
|
No
| 45 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 115.65 |
5125.5
|
No
|
5405-ZMYXQ
|
Female
| 0 |
No
|
No
| 8 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 74.6 |
548.9
|
No
|
5047-LHVLY
|
Male
| 1 |
No
|
Yes
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 50.15 |
50.15
|
Yes
|
1442-OKRJE
|
Male
| 0 |
Yes
|
Yes
| 66 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 103.15 |
7031.3
|
No
|
4737-AQCPU
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 72.1 |
5016.65
|
No
|
9158-VCTQB
|
Female
| 0 |
Yes
|
No
| 41 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 113.6 |
4594.95
|
Yes
|
2808-CHTDM
|
Female
| 0 |
Yes
|
Yes
| 23 |
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
| 25.1 |
611.45
|
No
|
6311-UEUME
|
Female
| 0 |
No
|
No
| 29 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 78.9 |
2384.15
|
Yes
|
0793-TWELN
|
Female
| 0 |
No
|
No
| 4 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 80.15 |
319.85
|
No
|
3283-WCWXT
|
Male
| 0 |
Yes
|
Yes
| 6 |
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
| 25.4 |
153.3
|
No
|
1060-ENTOF
|
Female
| 1 |
Yes
|
No
| 67 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 105.4 |
7035.6
|
No
|
0999-QXNSA
|
Male
| 1 |
No
|
Yes
| 7 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 45.75 |
344.2
|
No
|
5451-MHQOF
|
Male
| 0 |
Yes
|
Yes
| 56 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
Yes
|
Mailed check
| 24.45 |
1431.65
|
No
|
4836-WNFNO
|
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)
| 25 |
1849.2
|
No
|
9225-BZLNZ
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 85.25 |
6083.1
|
No
|
0354-VXMJC
|
Male
| 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
|
No
|
Credit card (automatic)
| 19.6 |
426.65
|
No
|
4422-QVIJA
|
Female
| 0 |
No
|
Yes
| 35 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 50.15 |
1655.35
|
No
|
9365-SRSZE
|
Male
| 1 |
Yes
|
No
| 27 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.55 |
1943.9
|
No
|
6839-ITVZJ
|
Female
| 0 |
Yes
|
Yes
| 26 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 60.05 |
1616.15
|
Yes
|
8332-OSJDW
|
Male
| 0 |
Yes
|
Yes
| 12 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
No
|
Mailed check
| 26.4 |
314.95
|
No
|
4735-BJKOU
|
Female
| 0 |
No
|
No
| 40 |
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
| 20.15 |
804.85
|
No
|
0274-JKUJR
|
Male
| 0 |
Yes
|
Yes
| 7 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 58.85 |
465.7
|
No
|
5740-YHGTW
|
Male
| 0 |
Yes
|
Yes
| 70 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 97.55 |
6669.05
|
No
|
8917-SZTTJ
|
Male
| 0 |
Yes
|
Yes
| 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
|
Credit card (automatic)
| 19.65 |
1161.75
|
No
|
1696-MZVAU
|
Male
| 0 |
Yes
|
Yes
| 39 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 25.25 |
947.75
|
No
|
7359-WWYJV
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 114.45 |
8375.05
|
No
|
0375-HVGXO
|
Female
| 0 |
No
|
No
| 1 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 34.7 |
34.7
|
Yes
|
4906-ZHGPK
|
Male
| 0 |
Yes
|
Yes
| 54 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Electronic check
| 70.7 |
3770
|
No
|
8593-WHYHV
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85.3 |
264.8
|
Yes
|
3795-GWTRD
|
Female
| 0 |
Yes
|
Yes
| 63 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Credit card (automatic)
| 75.55 |
4707.85
|
No
|
1298-PHBTI
|
Male
| 0 |
Yes
|
Yes
| 71 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Electronic check
| 84.8 |
6152.4
|
No
|
6223-DHJGV
|
Female
| 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
|
Yes
|
Mailed check
| 20.65 |
958.1
|
No
|
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