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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2830-LEWOA
|
Male
| 0 |
Yes
|
Yes
| 61 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 103.9 |
6449.15
|
No
|
5006-MXVRN
|
Female
| 0 |
No
|
No
| 39 |
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)
| 20.7 |
762.45
|
No
|
1264-BYWMS
|
Male
| 0 |
No
|
No
| 55 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 96.8 |
5283.95
|
Yes
|
9658-WYUFB
|
Female
| 0 |
No
|
No
| 17 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 94.4 |
1617.5
|
Yes
|
8327-WKMIE
|
Male
| 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
|
One year
|
No
|
Credit card (automatic)
| 20.15 |
785.75
|
No
|
6917-FIJHC
|
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
|
Mailed check
| 26 |
1776
|
No
|
5329-KRDTM
|
Male
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Credit card (automatic)
| 77.35 |
5396.25
|
No
|
7797-EJMDP
|
Female
| 0 |
No
|
No
| 8 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 66.05 |
574.5
|
No
|
3530-VWVGU
|
Female
| 0 |
Yes
|
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
|
No
|
Mailed check
| 19.9 |
400.3
|
No
|
2013-SGDXK
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 84.3 |
84.3
|
Yes
|
6368-NWMCE
|
Female
| 0 |
No
|
No
| 38 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 68.15 |
2656.3
|
No
|
3633-CDBUW
|
Male
| 0 |
No
|
Yes
| 17 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 80.85 |
1445.95
|
No
|
0707-HOVVN
|
Female
| 1 |
No
|
No
| 70 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 75.5 |
5212.65
|
No
|
8580-QVLOC
|
Female
| 1 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 92.45 |
6440.25
|
Yes
|
3956-MGXOG
|
Female
| 0 |
No
|
No
| 28 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 80.6 |
2244.95
|
No
|
9274-UARKJ
|
Female
| 0 |
No
|
No
| 15 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 83.2 |
1130
|
No
|
4077-HWUYD
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 87.55 |
6463.15
|
No
|
2012-NWRPA
|
Female
| 1 |
Yes
|
No
| 11 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 99.55 |
1131.2
|
Yes
|
8808-ELEHO
|
Male
| 1 |
No
|
No
| 8 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 81.25 |
585.95
|
Yes
|
0103-CSITQ
|
Female
| 0 |
Yes
|
No
| 57 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 109.4 |
6252.7
|
No
|
3506-LCJDC
|
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
|
Bank transfer (automatic)
| 19.95 |
19.95
|
Yes
|
8671-KKKOS
|
Female
| 0 |
Yes
|
No
| 46 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 45.55 |
2062.15
|
No
|
7305-ZWMAJ
|
Male
| 0 |
Yes
|
No
| 30 |
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)
| 20.7 |
587.1
|
No
|
9518-XXBXE
|
Male
| 1 |
Yes
|
No
| 10 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 75.3 |
720.45
|
No
|
3934-HXCFZ
|
Male
| 0 |
Yes
|
No
| 23 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 99.25 |
2186.4
|
Yes
|
6578-KRMAW
|
Male
| 0 |
No
|
No
| 32 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 93.4 |
2979.3
|
No
|
4860-IJUDE
|
Male
| 0 |
No
|
No
| 13 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 73.75 |
956.65
|
No
|
7666-WKRON
|
Female
| 0 |
No
|
No
| 39 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Electronic check
| 80.45 |
3201.55
|
Yes
|
9688-YGXVR
|
Female
| 0 |
No
|
No
| 44 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 88.15 |
3973.2
|
No
|
0423-UDIJQ
|
Male
| 1 |
No
|
No
| 9 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 49.2 |
447.9
|
No
|
1945-XISKS
|
Female
| 0 |
Yes
|
No
| 67 |
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
| 19.65 |
1335.2
|
No
|
4910-AQFFX
|
Male
| 0 |
Yes
|
Yes
| 9 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 79.35 |
661.25
|
Yes
|
2154-KVJFF
|
Female
| 0 |
No
|
No
| 15 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.75 |
1111.85
|
Yes
|
5360-LJCNJ
|
Female
| 0 |
Yes
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 105.15 |
7555
|
No
|
2607-FBDFF
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 49 |
49
|
No
|
9647-ERGBE
|
Female
| 0 |
Yes
|
Yes
| 30 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.05 |
3046.15
|
Yes
|
3428-XZMAZ
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.35 |
69.35
|
Yes
|
1100-DDVRV
|
Male
| 0 |
Yes
|
No
| 17 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 49.8 |
836.35
|
No
|
0378-TOVMS
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 85.8 |
272.2
|
Yes
|
4355-HBJHH
|
Male
| 0 |
Yes
|
Yes
| 67 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 79.7 |
5293.4
|
Yes
|
6728-WYQBC
|
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
|
Bank transfer (automatic)
| 20.95 |
20.95
|
No
|
9058-CBREO
|
Female
| 1 |
No
|
No
| 1 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 50.55 |
50.55
|
Yes
|
9029-FEGVJ
|
Female
| 1 |
Yes
|
No
| 32 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 79.3 |
2570
|
No
|
7216-KAOID
|
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
|
One year
|
No
|
Bank transfer (automatic)
| 19.5 |
798.2
|
No
|
0318-QUUOB
|
Male
| 0 |
Yes
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 80.55 |
80.55
|
Yes
|
6145-NNPNO
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 44.15 |
44.15
|
No
|
5520-FVEWJ
|
Female
| 0 |
Yes
|
Yes
| 12 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 84.5 |
916.9
|
Yes
|
5339-TJFEK
|
Male
| 0 |
Yes
|
Yes
| 62 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 105.5 |
6487.2
|
No
|
5572-ZDXHY
|
Female
| 0 |
No
|
No
| 22 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 84.3 |
1855.65
|
Yes
|
2074-GUHPQ
|
Female
| 0 |
No
|
Yes
| 17 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 92.7 |
1556.85
|
No
|
4625-XMOYM
|
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
|
Yes
|
Bank transfer (automatic)
| 26.25 |
1988.05
|
No
|
5827-MWCZK
|
Male
| 0 |
Yes
|
Yes
| 56 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 96.95 |
5432.2
|
No
|
1385-TQOZW
|
Female
| 0 |
No
|
No
| 9 |
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
|
Credit card (automatic)
| 20.45 |
147.55
|
No
|
5914-XRFQB
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 115.8 |
8424.9
|
No
|
4329-YPDDQ
|
Male
| 0 |
No
|
No
| 20 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 108.2 |
2203.7
|
No
|
4804-NCPET
|
Male
| 0 |
Yes
|
Yes
| 19 |
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
| 20.2 |
387.4
|
No
|
3750-CKVKH
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 67.75 |
116.65
|
Yes
|
5944-UGLLK
|
Male
| 0 |
No
|
No
| 53 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 54.9 |
3045.75
|
No
|
8063-GBATB
|
Female
| 1 |
No
|
No
| 27 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85.25 |
2287.25
|
Yes
|
7787-BNTZM
|
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
|
Bank transfer (automatic)
| 20.15 |
130.5
|
No
|
2252-ISRNH
|
Male
| 0 |
Yes
|
Yes
| 9 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
One year
|
Yes
|
Electronic check
| 90.35 |
767.9
|
No
|
9415-TPKRV
|
Female
| 0 |
Yes
|
Yes
| 8 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 55.75 |
446.8
|
No
|
5322-TEUJK
|
Female
| 0 |
Yes
|
Yes
| 71 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 114.6 |
8100.25
|
No
|
4547-KQRTM
|
Female
| 0 |
No
|
No
| 10 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 80.05 |
830.7
|
Yes
|
4877-EVATK
|
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 |
20
|
Yes
|
1866-DIOQZ
|
Female
| 0 |
Yes
|
No
| 71 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 66.8 |
4689.15
|
No
|
8375-KVTHK
|
Male
| 0 |
Yes
|
No
| 68 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 100.3 |
6754.35
|
No
|
2697-NQBPF
|
Male
| 0 |
No
|
No
| 34 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 105.35 |
3540.65
|
No
|
3709-OIJEA
|
Male
| 0 |
No
|
No
| 26 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
No
|
No
|
One year
|
Yes
|
Electronic check
| 85.2 |
2184.6
|
No
|
7639-SUPCW
|
Female
| 0 |
No
|
No
| 22 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 48.8 |
1054.6
|
Yes
|
1386-ZIKUV
|
Male
| 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
|
Yes
|
Mailed check
| 18.95 |
130.55
|
No
|
0599-XNYDO
|
Female
| 0 |
Yes
|
No
| 20 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 69.8 |
1540.35
|
No
|
6377-WHAOX
|
Female
| 0 |
Yes
|
No
| 60 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 106.15 |
6411.25
|
No
|
6855-VLGOS
|
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
| 20.55 |
1432.55
|
No
|
8999-XXGNS
|
Female
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 105.75 |
7629.85
|
No
|
8746-OQQRW
|
Male
| 0 |
No
|
No
| 4 |
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
| 25.25 |
101.9
|
No
|
3181-MIZBN
|
Male
| 0 |
Yes
|
Yes
| 16 |
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 |
313.4
|
No
|
0471-ARVMX
|
Female
| 1 |
Yes
|
No
| 62 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 104.85 |
6312.9
|
No
|
7766-CLTIC
|
Female
| 0 |
No
|
No
| 10 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 60.95 |
629.55
|
No
|
5650-YLIBA
|
Male
| 0 |
No
|
No
| 31 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 81.15 |
2640.55
|
No
|
0825-CPPQH
|
Female
| 0 |
Yes
|
No
| 71 |
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)
| 19.1 |
1372.45
|
No
|
9084-OAYKL
|
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
|
Mailed check
| 20.8 |
1212.25
|
No
|
6122-LJADA
|
Male
| 0 |
Yes
|
Yes
| 70 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 90.15 |
6237.05
|
No
|
2400-XIWIO
|
Female
| 0 |
Yes
|
No
| 71 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 90.1 |
6310.9
|
No
|
7524-VRLPL
|
Male
| 1 |
No
|
No
| 69 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 74.1 |
5031
|
No
|
1069-XAIEM
|
Female
| 1 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85.05 |
85.05
|
Yes
|
7569-NMZYQ
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 118.75 |
8672.45
|
No
|
5201-USSQZ
|
Female
| 0 |
Yes
|
No
| 26 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 85.9 |
2196.45
|
No
|
2105-PHWON
|
Female
| 0 |
Yes
|
No
| 33 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 95 |
3008.15
|
No
|
1494-EJZDW
|
Female
| 0 |
Yes
|
Yes
| 10 |
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 |
220.8
|
No
|
4884-TVUQF
|
Female
| 1 |
No
|
No
| 57 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 101.3 |
5779.6
|
No
|
8003-EWNDZ
|
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
|
Electronic check
| 21.2 |
222.65
|
No
|
1897-RCFUM
|
Female
| 0 |
Yes
|
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
|
Yes
|
Mailed check
| 24.2 |
914.6
|
No
|
9256-JTBNZ
|
Female
| 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
|
Bank transfer (automatic)
| 20.3 |
246.3
|
No
|
4658-HCOHW
|
Female
| 0 |
Yes
|
Yes
| 21 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 102.8 |
2110.15
|
Yes
|
2211-RMNHO
|
Female
| 0 |
Yes
|
Yes
| 68 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 85.3 |
5560
|
No
|
2432-TFSMK
|
Male
| 0 |
No
|
No
| 18 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 89.6 |
1633
|
No
|
3440-JPSCL
|
Female
| 0 |
No
|
No
| 6 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 99.95 |
547.65
|
Yes
|
4929-ROART
|
Male
| 0 |
No
|
No
| 18 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 56.25 |
969.85
|
No
|
1834-ABKHQ
|
Female
| 0 |
Yes
|
Yes
| 52 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 50.95 |
2610.65
|
No
|
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