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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5365-LLFYV
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 45.85 |
105.6
|
No
|
5956-YHHRX
|
Male
| 1 |
No
|
No
| 21 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 104.35 |
2271.85
|
No
|
6008-NAIXK
|
Male
| 1 |
No
|
No
| 54 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 55.45 |
2966.95
|
No
|
2956-GGUCQ
|
Male
| 1 |
Yes
|
No
| 24 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 78.85 |
1772.25
|
Yes
|
1928-BXYIV
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 61.15 |
61.15
|
No
|
5760-FXFVO
|
Male
| 0 |
No
|
No
| 6 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 78.95 |
494.95
|
No
|
6595-COKXZ
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 44.45 |
44.45
|
Yes
|
0961-ZWLVI
|
Male
| 0 |
No
|
Yes
| 49 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 109.2 |
5290.45
|
No
|
5181-OABFK
|
Female
| 0 |
Yes
|
Yes
| 56 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 61.3 |
3346.8
|
No
|
4007-NHVHI
|
Female
| 1 |
No
|
No
| 56 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 96.85 |
5219.65
|
No
|
7816-VGHTO
|
Female
| 0 |
Yes
|
Yes
| 6 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Mailed check
| 40.55 |
217.5
|
No
|
5871-DGTXZ
|
Male
| 0 |
No
|
No
| 32 |
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
| 19.8 |
607.7
|
No
|
7550-WIQVA
|
Male
| 0 |
Yes
|
Yes
| 50 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 108.25 |
5431.4
|
No
|
7544-ZVIKX
|
Male
| 0 |
Yes
|
Yes
| 58 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 105.05 |
6004.85
|
No
|
0016-QLJIS
|
Female
| 0 |
Yes
|
Yes
| 65 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Mailed check
| 90.45 |
5957.9
|
No
|
7508-DQAKK
|
Female
| 0 |
No
|
No
| 64 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 86.4 |
5442.05
|
No
|
5176-OLSKT
|
Female
| 0 |
Yes
|
No
| 66 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 66.9 |
4370.25
|
No
|
9356-AXGMP
|
Male
| 0 |
Yes
|
No
| 38 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 110.7 |
4428.6
|
No
|
3556-BVQGL
|
Female
| 0 |
Yes
|
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
|
Yes
|
Mailed check
| 20 |
416.45
|
No
|
0362-ZBZWJ
|
Male
| 0 |
No
|
No
| 36 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 84.9 |
3067.2
|
Yes
|
8979-CAMGB
|
Male
| 1 |
No
|
No
| 64 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 102.1 |
6688.1
|
No
|
4211-MMAZN
|
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
| 20.25 |
20.25
|
Yes
|
7581-EBBOU
|
Female
| 0 |
No
|
No
| 60 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 70.15 |
4224.7
|
No
|
4274-OWWYO
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.35 |
74.35
|
Yes
|
5073-RZGBK
|
Female
| 0 |
Yes
|
Yes
| 50 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 80.05 |
4042.2
|
No
|
1541-ETJZO
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 62.05 |
62.05
|
Yes
|
2192-CKRLV
|
Female
| 0 |
Yes
|
No
| 72 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Two year
|
Yes
|
Electronic check
| 49.2 |
3580.95
|
No
|
3154-HMWUU
|
Male
| 0 |
Yes
|
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
|
Yes
|
Bank transfer (automatic)
| 20.5 |
1198.8
|
No
|
6119-SPUDB
|
Male
| 0 |
No
|
No
| 46 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Mailed check
| 38.25 |
1755.35
|
No
|
6522-OIQSX
|
Female
| 0 |
Yes
|
Yes
| 69 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 54.95 |
3772.5
|
No
|
7813-ZGGAW
|
Male
| 1 |
No
|
No
| 31 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 96.6 |
2877.95
|
No
|
8748-HFWBO
|
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
|
One year
|
No
|
Mailed check
| 19.9 |
357.7
|
No
|
1052-QJIBV
|
Female
| 0 |
Yes
|
Yes
| 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)
| 19.9 |
1397.3
|
No
|
1319-YLZJG
|
Male
| 0 |
Yes
|
No
| 12 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 84.6 |
959.9
|
No
|
4106-HADHQ
|
Male
| 0 |
Yes
|
Yes
| 39 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 80 |
3182.95
|
Yes
|
0723-FDLAY
|
Male
| 0 |
No
|
No
| 44 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 85.25 |
3704.15
|
No
|
3050-RLLXC
|
Female
| 0 |
Yes
|
Yes
| 56 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Credit card (automatic)
| 81.25 |
4620.4
|
No
|
9298-WGMRW
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 115.5 |
8312.75
|
No
|
2369-UAPKZ
|
Male
| 0 |
No
|
No
| 5 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 104.1 |
541.9
|
Yes
|
3088-LHEFH
|
Female
| 0 |
No
|
No
| 11 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 79 |
929.3
|
No
|
2778-OCLGR
|
Male
| 1 |
Yes
|
No
| 24 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 39.1 |
971.3
|
Yes
|
6583-KQJLK
|
Female
| 1 |
Yes
|
No
| 15 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.65 |
1285.05
|
No
|
8544-JNBOX
|
Male
| 0 |
No
|
No
| 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
|
Mailed check
| 20.8 |
1521.2
|
No
|
6681-ZSEXG
|
Male
| 0 |
Yes
|
No
| 56 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 59.5 |
3389.25
|
No
|
6139-ZZRBQ
|
Male
| 1 |
No
|
No
| 64 |
Yes
|
No
|
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)
| 20.05 |
1198.05
|
No
|
6116-RFVHN
|
Female
| 0 |
Yes
|
No
| 34 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.45 |
3414.65
|
No
|
0637-KVDLV
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 76.5 |
162.45
|
Yes
|
8884-FEEWR
|
Male
| 0 |
No
|
No
| 35 |
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)
| 20.6 |
754
|
No
|
3125-RAHBV
|
Male
| 0 |
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
|
No
|
Credit card (automatic)
| 20.3 |
467.15
|
No
|
6633-MPWBS
|
Male
| 0 |
No
|
No
| 5 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 49.2 |
216.9
|
Yes
|
0373-AIVNJ
|
Male
| 0 |
No
|
No
| 9 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Mailed check
| 39.55 |
373
|
No
|
8785-EPNCG
|
Male
| 0 |
No
|
No
| 11 |
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
|
Credit card (automatic)
| 23.15 |
245.2
|
Yes
|
1682-VCOIO
|
Male
| 0 |
No
|
No
| 23 |
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
| 20.45 |
481.1
|
No
|
5729-KLZAR
|
Female
| 0 |
Yes
|
Yes
| 4 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 80.85 |
302.75
|
Yes
|
2072-ZVJJX
|
Male
| 0 |
Yes
|
No
| 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)
| 25.25 |
1728.2
|
No
|
8849-AYPTR
|
Male
| 0 |
Yes
|
No
| 33 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 91.25 |
2964.05
|
No
|
9518-IMLHK
|
Male
| 0 |
No
|
No
| 31 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 72.45 |
2156.25
|
No
|
1582-RAFML
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 60.1 |
60.1
|
Yes
|
3646-ITDGM
|
Female
| 0 |
No
|
No
| 56 |
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)
| 19.7 |
1051.9
|
No
|
8740-CRYFY
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 78.95 |
78.95
|
Yes
|
3569-VLDHH
|
Male
| 0 |
Yes
|
Yes
| 66 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Electronic check
| 75.1 |
5013
|
No
|
8224-KDLKN
|
Male
| 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
|
Bank transfer (automatic)
| 25 |
1738.9
|
No
|
7594-LZNWR
|
Male
| 1 |
No
|
No
| 34 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 69.15 |
2275.1
|
No
|
4001-TSBTV
|
Female
| 0 |
Yes
|
Yes
| 58 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 91.55 |
5511.65
|
No
|
2962-XPMCQ
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 45.15 |
98.5
|
Yes
|
8727-XDPUD
|
Male
| 0 |
No
|
No
| 37 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Two year
|
No
|
Credit card (automatic)
| 35.8 |
1316.9
|
No
|
1043-UXOVO
|
Female
| 0 |
No
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 113.15 |
7993.3
|
No
|
1064-FBXNK
|
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
|
Credit card (automatic)
| 19.85 |
19.85
|
No
|
3996-ZNWYK
|
Male
| 1 |
Yes
|
Yes
| 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)
| 19.8 |
1388.45
|
No
|
2878-DHMIN
|
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
|
One year
|
No
|
Electronic check
| 19.9 |
666
|
No
|
7762-ONLJY
|
Female
| 0 |
Yes
|
Yes
| 6 |
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 |
94.45
|
No
|
1678-FYZOW
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.4 |
244.65
|
Yes
|
5795-BKOYE
|
Female
| 0 |
Yes
|
Yes
| 69 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 59.1 |
4134.7
|
No
|
8627-EHGIP
|
Male
| 0 |
No
|
No
| 44 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Mailed check
| 53.95 |
2375.4
|
Yes
|
7402-PWYJJ
|
Female
| 0 |
Yes
|
No
| 53 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Electronic check
| 91.15 |
4862.5
|
No
|
5480-TBGPH
|
Female
| 0 |
Yes
|
No
| 24 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 99.3 |
2431.35
|
Yes
|
0018-NYROU
|
Female
| 0 |
Yes
|
No
| 5 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 68.95 |
351.5
|
No
|
7501-VTYLJ
|
Female
| 0 |
No
|
Yes
| 2 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 51.55 |
106.2
|
No
|
7608-RGIRO
|
Male
| 0 |
No
|
Yes
| 62 |
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
| 24.4 |
1413
|
No
|
0480-BIXDE
|
Female
| 0 |
Yes
|
No
| 19 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 96.8 |
1743.05
|
No
|
5895-QSXOD
|
Male
| 0 |
No
|
No
| 9 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 70.05 |
657.5
|
No
|
9814-AOUDH
|
Male
| 0 |
No
|
No
| 53 |
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)
| 19.5 |
1050.5
|
No
|
6175-IRFIT
|
Male
| 0 |
No
|
No
| 5 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 78.75 |
426.35
|
No
|
8760-ZRHKE
|
Female
| 1 |
Yes
|
Yes
| 71 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
One year
|
No
|
Electronic check
| 69.2 |
4982.5
|
No
|
1622-HSHSF
|
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
| 19.55 |
19.55
|
No
|
8854-CCVSQ
|
Male
| 0 |
No
|
No
| 18 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 80.65 |
1451.9
|
Yes
|
6749-UTDVX
|
Male
| 0 |
No
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 103.65 |
7634.8
|
No
|
5542-DHSXL
|
Female
| 0 |
Yes
|
No
| 4 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 54.7 |
235.05
|
No
|
9102-OXKFY
|
Male
| 0 |
No
|
No
| 59 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 54.15 |
3116.15
|
No
|
0511-JTEOY
|
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
|
Yes
|
5216-WASFJ
|
Female
| 1 |
Yes
|
No
| 31 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 84.85 |
2633.4
|
No
|
7808-DVWEP
|
Male
| 0 |
Yes
|
No
| 3 |
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 |
49.65
|
No
|
7067-KSAZT
|
Female
| 1 |
Yes
|
No
| 65 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 106.25 |
6979.8
|
Yes
|
2284-VFLKH
|
Male
| 0 |
Yes
|
No
| 49 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 99.25 |
4920.8
|
No
|
0366-NQSHS
|
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
| 19.35 |
46.35
|
No
|
6532-YLWSI
|
Female
| 0 |
Yes
|
No
| 53 |
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)
| 20.8 |
1021.8
|
Yes
|
3807-BPOMJ
|
Female
| 0 |
Yes
|
No
| 55 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 94.75 |
5276.1
|
No
|
3892-NXAZG
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 114.05 |
8289.2
|
No
|
4948-WBBKL
|
Female
| 1 |
No
|
No
| 36 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 74.9 |
2659.45
|
No
|
4182-BGSIQ
|
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
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 19.8 |
196.75
|
No
|
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