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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7921-BEPCI
|
Female
| 0 |
No
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 59.75 |
4265
|
No
|
0807-ZABDG
|
Female
| 0 |
No
|
Yes
| 3 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 55.1 |
154.65
|
Yes
|
8510-TMWYB
|
Female
| 0 |
Yes
|
Yes
| 54 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 59.8 |
3246.45
|
No
|
3258-ZKPAI
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 116.6 |
8337.45
|
No
|
1428-IEDPR
|
Male
| 0 |
No
|
No
| 52 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 109.3 |
5731.4
|
No
|
5298-GSTLM
|
Female
| 1 |
No
|
No
| 60 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 101.4 |
6176.6
|
No
|
4450-YOOHP
|
Female
| 0 |
No
|
No
| 39 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 50.65 |
1905.4
|
No
|
6728-CZFEI
|
Female
| 0 |
No
|
No
| 15 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
One year
|
No
|
Mailed check
| 56.15 |
931.9
|
No
|
5748-RNCJT
|
Male
| 0 |
No
|
No
| 69 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 106.5 |
7348.8
|
Yes
|
3653-NCRDJ
|
Male
| 0 |
Yes
|
Yes
| 43 |
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
| 19.2 |
776.25
|
No
|
6121-TNHBO
|
Female
| 1 |
No
|
No
| 63 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 83 |
5243.05
|
No
|
5119-NZPTV
|
Male
| 1 |
Yes
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 70.1 |
141.65
|
No
|
6519-ZHPXP
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 108.3 |
7679.65
|
No
|
7739-LAXOG
|
Female
| 0 |
Yes
|
Yes
| 32 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 91.05 |
2954.5
|
Yes
|
3472-QPRCH
|
Male
| 0 |
Yes
|
Yes
| 40 |
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)
| 25.25 |
1006.9
|
No
|
8224-UAXBZ
|
Female
| 0 |
Yes
|
No
| 58 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
One year
|
Yes
|
Electronic check
| 45.35 |
2540.1
|
No
|
9610-WCESF
|
Male
| 0 |
No
|
No
| 67 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Electronic check
| 43.9 |
3097.2
|
No
|
9776-CLUJA
|
Female
| 1 |
Yes
|
No
| 51 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 77.5 |
3807.35
|
Yes
|
2486-WYVVE
|
Male
| 0 |
Yes
|
No
| 31 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Mailed check
| 79.3 |
2484
|
No
|
3865-ZYKAD
|
Male
| 1 |
Yes
|
No
| 69 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 84.9 |
5785.65
|
No
|
1422-DGUBX
|
Male
| 0 |
Yes
|
No
| 32 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Electronic check
| 79.25 |
2619.15
|
No
|
2999-AANRQ
|
Female
| 0 |
No
|
No
| 21 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Credit card (automatic)
| 71.05 |
1524.85
|
No
|
8668-KNZTI
|
Male
| 0 |
No
|
No
| 52 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Electronic check
| 53.75 |
2790.65
|
No
|
0480-KYJVA
|
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
|
Credit card (automatic)
| 24.25 |
1784.5
|
No
|
6034-ZRYCV
|
Female
| 0 |
Yes
|
No
| 72 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 54.2 |
3937.45
|
Yes
|
9746-YKGXB
|
Male
| 0 |
Yes
|
Yes
| 52 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 44.25 |
2276.1
|
No
|
3926-YZVVX
|
Female
| 0 |
No
|
No
| 41 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 50.05 |
2029.05
|
No
|
6000-UKLWI
|
Male
| 0 |
No
|
No
| 41 |
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 |
802.35
|
No
|
2079-FBMZK
|
Female
| 0 |
No
|
No
| 6 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 69.25 |
418.4
|
Yes
|
6332-FBZRI
|
Male
| 0 |
Yes
|
Yes
| 67 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 69.35 |
4653.25
|
No
|
2096-XOTMO
|
Female
| 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
|
Mailed check
| 19.35 |
275.9
|
No
|
3266-FTKHB
|
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
|
Two year
|
No
|
Mailed check
| 19.15 |
343.45
|
No
|
8221-EQDGL
|
Male
| 0 |
Yes
|
No
| 35 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 61 |
2130.45
|
No
|
2346-LOCWC
|
Female
| 0 |
Yes
|
Yes
| 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
|
Credit card (automatic)
| 20.5 |
1191.4
|
No
|
6608-QQLVK
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 50.5 |
50.5
|
Yes
|
0298-XACET
|
Male
| 0 |
Yes
|
Yes
| 52 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Mailed check
| 50.2 |
2554
|
No
|
7560-QJAVJ
|
Female
| 0 |
No
|
No
| 70 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 79.6 |
5589.45
|
No
|
2995-YWTCD
|
Female
| 0 |
Yes
|
Yes
| 19 |
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)
| 24.9 |
467.7
|
No
|
3551-HUAZH
|
Male
| 1 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.4 |
74.4
|
Yes
|
9137-UIYPG
|
Female
| 0 |
Yes
|
Yes
| 35 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 106.9 |
3756.45
|
No
|
2809-ZMYOQ
|
Female
| 0 |
No
|
No
| 32 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101.35 |
3334.9
|
No
|
5084-OOVCJ
|
Female
| 0 |
Yes
|
Yes
| 17 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 55.35 |
920.5
|
No
|
0254-WWRKD
|
Female
| 0 |
Yes
|
Yes
| 67 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 50.55 |
3431.75
|
No
|
7727-SHVZV
|
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
|
No
|
Bank transfer (automatic)
| 19.5 |
150.35
|
No
|
6302-JGYRJ
|
Male
| 0 |
No
|
Yes
| 31 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Mailed check
| 79.45 |
2587.7
|
Yes
|
5339-PXDVH
|
Male
| 0 |
No
|
No
| 4 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 90.65 |
367.95
|
No
|
2205-LPVGL
|
Male
| 1 |
Yes
|
Yes
| 58 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 89.85 |
5125.75
|
No
|
8782-NUUOL
|
Male
| 0 |
No
|
No
| 60 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Mailed check
| 79 |
4801.1
|
No
|
3685-YLCMQ
|
Male
| 0 |
No
|
No
| 58 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 104.65 |
6219.6
|
Yes
|
7601-WFVZV
|
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
| 19.55 |
19.55
|
No
|
4609-KNNWG
|
Female
| 0 |
Yes
|
Yes
| 27 |
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
| 19.9 |
550.1
|
No
|
4868-AADLV
|
Male
| 1 |
Yes
|
Yes
| 66 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 116.25 |
7862.25
|
No
|
9529-OFXHY
|
Male
| 0 |
No
|
No
| 15 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 87.75 |
1242.2
|
No
|
8634-MPHTR
|
Male
| 1 |
Yes
|
No
| 47 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.05 |
4871.05
|
Yes
|
2669-QVCRG
|
Female
| 0 |
No
|
No
| 41 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 81.3 |
3190.65
|
No
|
2478-EEWWM
|
Male
| 0 |
Yes
|
No
| 59 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 44.3 |
2666.75
|
No
|
9174-IHETN
|
Female
| 0 |
No
|
Yes
| 50 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 70.35 |
3533.6
|
No
|
2233-TXSIU
|
Male
| 0 |
Yes
|
Yes
| 17 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
No
|
One year
|
No
|
Credit card (automatic)
| 44.45 |
792.15
|
No
|
9644-UMGQA
|
Male
| 0 |
Yes
|
Yes
| 6 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 49.15 |
295.65
|
No
|
3256-EZDBI
|
Male
| 1 |
Yes
|
No
| 51 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 29.45 |
1459.35
|
No
|
8761-NSOBC
|
Male
| 0 |
No
|
No
| 44 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 100.55 |
4398.15
|
Yes
|
0419-YAAPX
|
Male
| 0 |
Yes
|
No
| 49 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 85.3 |
4297.95
|
No
|
8413-VONUO
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 95.65 |
167.3
|
Yes
|
0872-CASZJ
|
Male
| 0 |
Yes
|
No
| 59 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Mailed check
| 69.1 |
4096.9
|
No
|
4726-DLWQN
|
Male
| 1 |
No
|
No
| 50 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 70.35 |
3454.6
|
No
|
8164-OCKUJ
|
Female
| 0 |
Yes
|
Yes
| 59 |
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 |
1286
|
No
|
3094-JOJAI
|
Male
| 0 |
No
|
No
| 18 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 74.15 |
1387
|
No
|
9494-MRNYX
|
Male
| 0 |
No
|
No
| 10 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 75.05 |
786.3
|
No
|
2599-CZABP
|
Male
| 0 |
Yes
|
No
| 14 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
One year
|
No
|
Electronic check
| 44.6 |
641.25
|
No
|
7945-PRBVF
|
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
|
Two year
|
No
|
Bank transfer (automatic)
| 21.45 |
705.45
|
No
|
4544-RXFMG
|
Male
| 0 |
Yes
|
Yes
| 8 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Mailed check
| 43.45 |
345.5
|
No
|
0859-YGKFW
|
Male
| 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
|
One year
|
No
|
Bank transfer (automatic)
| 20.05 |
345.9
|
No
|
1150-FTQGN
|
Female
| 0 |
Yes
|
Yes
| 60 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 94.15 |
5811.8
|
No
|
9223-UCPVT
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 94.4 |
94.4
|
Yes
|
7196-LIWRH
|
Female
| 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
|
Two year
|
No
|
Mailed check
| 19.55 |
124.45
|
No
|
5448-VWNAM
|
Female
| 0 |
No
|
Yes
| 19 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 75.9 |
1375.6
|
No
|
1177-XZBJL
|
Male
| 0 |
Yes
|
Yes
| 53 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 64.15 |
3491.55
|
No
|
3518-FSTWG
|
Male
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 109.55 |
7920.7
|
No
|
9330-VOFSZ
|
Female
| 0 |
Yes
|
No
| 60 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 110.8 |
6640.7
|
No
|
4351-QLCSU
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 55 |
55
|
Yes
|
0939-EREMR
|
Female
| 0 |
No
|
Yes
| 13 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 53.45 |
718.1
|
No
|
9389-ACWBI
|
Female
| 0 |
Yes
|
Yes
| 5 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 69.95 |
320.4
|
No
|
5419-JPRRN
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101.45 |
101.45
|
Yes
|
3644-QXEHN
|
Male
| 0 |
Yes
|
Yes
| 13 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 97 |
1334.45
|
No
|
2911-IJORQ
|
Male
| 0 |
No
|
No
| 37 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 90.6 |
3358.65
|
No
|
5921-NGYRH
|
Male
| 0 |
Yes
|
No
| 64 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 73.55 |
4764
|
No
|
2100-BDNSN
|
Female
| 0 |
Yes
|
No
| 5 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 67.95 |
350.3
|
Yes
|
5998-DZLYR
|
Female
| 0 |
Yes
|
No
| 61 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 94.35 |
5703
|
No
|
0488-GSLFR
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.5 |
69.5
|
Yes
|
9318-NKNFC
|
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
| 18.85 |
18.85
|
Yes
|
3985-HOYPM
|
Male
| 0 |
No
|
No
| 26 |
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
| 19.4 |
525.55
|
No
|
9728-FTTVZ
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.2 |
69.2
|
Yes
|
9548-LERKT
|
Male
| 0 |
Yes
|
No
| 24 |
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
| 19.75 |
483.15
|
No
|
6576-FBXOJ
|
Male
| 0 |
Yes
|
No
| 17 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 54.6 |
934.8
|
No
|
4310-KEDTB
|
Female
| 0 |
No
|
Yes
| 26 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 29.8 |
786.5
|
No
|
7254-IQWOZ
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.65 |
69.65
|
Yes
|
2474-BRUCM
|
Male
| 1 |
Yes
|
No
| 40 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 101.85 |
4086.3
|
Yes
|
4062-HBMOS
|
Male
| 0 |
No
|
No
| 52 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 103.05 |
5364.8
|
No
|
0742-NXBGR
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 82.3 |
82.3
|
Yes
|
2676-ISHSF
|
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
| 20.3 |
20.3
|
No
|
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