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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5671-RQRLP
|
Female
| 1 |
Yes
|
No
| 70 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 75.65 |
5411.4
|
No
|
1450-GALXR
|
Female
| 0 |
No
|
No
| 10 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 98.5 |
1058.25
|
Yes
|
8859-AXJZP
|
Male
| 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
|
Two year
|
Yes
|
Mailed check
| 23.8 |
903.8
|
No
|
3174-AKMAS
|
Female
| 0 |
Yes
|
No
| 46 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 64.2 |
3009.5
|
No
|
3138-BKYAV
|
Male
| 0 |
No
|
No
| 6 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 85.35 |
489.45
|
Yes
|
9926-PJHDQ
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 76.8 |
5468.45
|
No
|
7382-DFJTU
|
Male
| 0 |
No
|
No
| 18 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 55.2 |
1058.1
|
No
|
2798-NYLMZ
|
Male
| 0 |
Yes
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 108.55 |
7616
|
No
|
4289-DTDKW
|
Male
| 0 |
Yes
|
No
| 40 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101.3 |
4113.1
|
Yes
|
1820-TQVEV
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.55 |
69.55
|
Yes
|
2239-JALAW
|
Male
| 0 |
No
|
No
| 58 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 103.25 |
6017.65
|
Yes
|
4853-RULSV
|
Male
| 0 |
No
|
No
| 70 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 104 |
7250.15
|
Yes
|
8098-TDCBU
|
Female
| 0 |
Yes
|
No
| 42 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
No
|
Electronic check
| 25.25 |
1108.2
|
No
|
3551-GAEGL
|
Male
| 0 |
Yes
|
Yes
| 34 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 30.4 |
938.65
|
No
|
4785-NKHCX
|
Male
| 1 |
No
|
No
| 5 |
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)
| 20.05 |
94.15
|
No
|
3196-NVXLZ
|
Female
| 0 |
No
|
No
| 25 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 84.6 |
2088.05
|
No
|
6275-YDUVO
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 86.2 |
178.7
|
Yes
|
0036-IHMOT
|
Female
| 0 |
Yes
|
Yes
| 55 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 103.7 |
5656.75
|
No
|
0115-TFERT
|
Male
| 0 |
Yes
|
No
| 21 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 111.2 |
2317.1
|
Yes
|
4178-EGMON
|
Male
| 0 |
Yes
|
No
| 70 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 88 |
5986.45
|
No
|
4220-TINQT
|
Female
| 0 |
Yes
|
No
| 61 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 106.35 |
6751.35
|
No
|
5318-YKDPV
|
Male
| 0 |
Yes
|
Yes
| 43 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 79.15 |
3566.6
|
No
|
7975-TZMLR
|
Male
| 0 |
No
|
No
| 47 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 103.1 |
4889.3
|
No
|
0295-QVKPB
|
Male
| 0 |
No
|
No
| 5 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 63.95 |
318.1
|
No
|
4335-BSMJS
|
Female
| 0 |
No
|
No
| 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
|
Credit card (automatic)
| 25.8 |
1563.95
|
No
|
2311-QYMUQ
|
Female
| 0 |
Yes
|
Yes
| 16 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 89.45 |
1430.25
|
Yes
|
3643-AHCFP
|
Male
| 1 |
Yes
|
No
| 7 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 95.6 |
644.35
|
Yes
|
9146-JRIOX
|
Female
| 0 |
Yes
|
Yes
| 14 |
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
| 25.55 |
372.45
|
No
|
3104-OWCGK
|
Male
| 0 |
Yes
|
Yes
| 60 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
No
|
Electronic check
| 90.95 |
5453.4
|
Yes
|
5337-IIWKZ
|
Male
| 0 |
Yes
|
Yes
| 34 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 44.85 |
1442.6
|
No
|
9101-BWFSS
|
Female
| 0 |
Yes
|
No
| 50 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 108.55 |
5610.7
|
Yes
|
9650-VBUOG
|
Male
| 0 |
Yes
|
Yes
| 38 |
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)
| 25.05 |
963.95
|
No
|
3487-EARAT
|
Female
| 0 |
Yes
|
Yes
| 70 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 74.1 |
5222.3
|
No
|
2672-TGEFF
|
Female
| 0 |
Yes
|
Yes
| 37 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 88.8 |
3340.55
|
No
|
9231-ZJYAM
|
Female
| 1 |
No
|
No
| 4 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 78.85 |
292.8
|
Yes
|
4250-WAROZ
|
Male
| 1 |
Yes
|
Yes
| 60 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 93.25 |
5774.55
|
No
|
8184-WMOFI
|
Male
| 0 |
Yes
|
Yes
| 62 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 71.4 |
4487.3
|
No
|
6982-SSHFK
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 44.4 |
44.4
|
Yes
|
6092-QZVPP
|
Male
| 0 |
No
|
No
| 36 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 79.2 |
2854.95
|
No
|
4625-LAMOB
|
Male
| 0 |
No
|
No
| 44 |
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)
| 20.4 |
905.55
|
No
|
0727-BMPLR
|
Female
| 1 |
No
|
No
| 55 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 100 |
5509.3
|
Yes
|
0392-BZIUW
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 105 |
7589.8
|
No
|
1038-ZAGBI
|
Female
| 0 |
Yes
|
Yes
| 12 |
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 |
229.6
|
Yes
|
6549-NNDYT
|
Female
| 0 |
No
|
No
| 13 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 30.85 |
394.1
|
No
|
3027-ZTDHO
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 89.9 |
89.9
|
Yes
|
0422-OHQHQ
|
Female
| 0 |
Yes
|
Yes
| 15 |
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
| 20.55 |
295.95
|
No
|
6916-HIJSE
|
Female
| 0 |
No
|
No
| 65 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 84.85 |
5459.2
|
No
|
2316-ESMLS
|
Female
| 0 |
Yes
|
Yes
| 12 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 33.15 |
444.75
|
No
|
9778-OGKQZ
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 92 |
6782.15
|
No
|
7408-OFWXJ
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 89.8 |
6510.45
|
No
|
6007-TCTST
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 115.8 |
8476.5
|
No
|
2252-NKNSI
|
Male
| 0 |
No
|
Yes
| 52 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Mailed check
| 85.15 |
4461.85
|
No
|
8713-IGZSO
|
Male
| 0 |
No
|
No
| 2 |
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
| 24.85 |
62
|
No
|
7905-TVXTA
|
Female
| 0 |
No
|
No
| 5 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 64.35 |
352.65
|
No
|
7695-PKLCZ
|
Female
| 0 |
No
|
No
| 68 |
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 |
1424.9
|
No
|
2382-BCKQJ
|
Female
| 0 |
No
|
Yes
| 62 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 100.15 |
6413.65
|
Yes
|
8374-UULRV
|
Male
| 0 |
No
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 86.05 |
6309.65
|
No
|
2207-NHRJK
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 50.8 |
50.8
|
Yes
|
3224-DFQNQ
|
Female
| 0 |
Yes
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Electronic check
| 89 |
5898.6
|
No
|
5275-PMFUT
|
Male
| 0 |
Yes
|
Yes
| 72 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 64.8 |
4719.75
|
No
|
4795-UXVCJ
|
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
|
Credit card (automatic)
| 19.8 |
457.3
|
No
|
9777-IQHWP
|
Male
| 0 |
Yes
|
Yes
| 64 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
No
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 93.4 |
5822.3
|
No
|
0947-MUGVO
|
Male
| 1 |
Yes
|
No
| 20 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 73.65 |
1463.5
|
Yes
|
9944-HKVVB
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.1 |
307.4
|
Yes
|
4124-MMETB
|
Male
| 0 |
No
|
No
| 22 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 94.65 |
2104.55
|
Yes
|
3671-SHRSP
|
Male
| 0 |
Yes
|
No
| 4 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 80.6 |
319.15
|
Yes
|
0979-MOZQI
|
Male
| 0 |
Yes
|
No
| 62 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 39 |
2337.45
|
No
|
2732-ISEZX
|
Female
| 0 |
No
|
No
| 5 |
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 |
104.3
|
No
|
3313-QKNKB
|
Male
| 0 |
Yes
|
No
| 59 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
One year
|
No
|
Electronic check
| 85.55 |
5084.65
|
Yes
|
0323-XWWTN
|
Male
| 0 |
No
|
Yes
| 3 |
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
| 26.4 |
121.25
|
No
|
1937-OTUKY
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 98.2 |
7015.9
|
No
|
1573-LGXBA
|
Male
| 0 |
Yes
|
Yes
| 57 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 97.55 |
5598
|
No
|
1764-VUUMT
|
Male
| 0 |
No
|
Yes
| 66 |
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)
| 19.95 |
1269.1
|
No
|
5073-WXOYN
|
Female
| 0 |
No
|
No
| 60 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 50.8 |
3027.4
|
Yes
|
4713-ZBURT
|
Male
| 0 |
No
|
Yes
| 45 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 99.7 |
4634.35
|
No
|
3050-GBUSH
|
Female
| 0 |
No
|
No
| 3 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 34.8 |
113.95
|
No
|
0207-MDKNV
|
Female
| 0 |
No
|
No
| 15 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 105.1 |
1582.75
|
Yes
|
7876-AEHIG
|
Female
| 0 |
No
|
Yes
| 51 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 60.15 |
3077
|
No
|
7945-HLKEA
|
Female
| 0 |
No
|
No
| 60 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
No
|
Electronic check
| 64.75 |
4039.5
|
No
|
9342-VNIMQ
|
Male
| 0 |
No
|
No
| 33 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 54.65 |
1665.2
|
No
|
9851-KIELU
|
Male
| 0 |
No
|
No
| 10 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 110.1 |
1043.3
|
Yes
|
3523-BRGUW
|
Male
| 1 |
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
|
Credit card (automatic)
| 19.3 |
504.2
|
No
|
3908-BLSYF
|
Female
| 0 |
No
|
No
| 6 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 83.9 |
497.55
|
Yes
|
3199-NPKCN
|
Female
| 0 |
Yes
|
No
| 67 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 111.25 |
7511.65
|
No
|
5170-PTRKA
|
Female
| 0 |
Yes
|
Yes
| 49 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 35.8 |
1782
|
No
|
4661-NJEUX
|
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
| 20.05 |
20.05
|
No
|
2123-AGEEN
|
Female
| 1 |
No
|
No
| 7 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 84.35 |
609.65
|
No
|
1258-YMZNM
|
Female
| 1 |
No
|
No
| 27 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 110.5 |
2857.6
|
No
|
0048-LUMLS
|
Male
| 0 |
Yes
|
Yes
| 37 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 91.2 |
3247.55
|
No
|
7549-MYGPK
|
Female
| 0 |
Yes
|
Yes
| 63 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 100.55 |
6215.35
|
Yes
|
5898-IGSLP
|
Male
| 0 |
Yes
|
Yes
| 31 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 89.3 |
2823
|
No
|
3804-RVTGV
|
Male
| 0 |
Yes
|
Yes
| 50 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 103.85 |
5017.9
|
Yes
|
6259-WJQLC
|
Male
| 1 |
No
|
No
| 32 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 81.1 |
2619.25
|
No
|
9227-LUNBG
|
Female
| 0 |
No
|
No
| 1 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 24.6 |
24.6
|
Yes
|
7997-EASSD
|
Female
| 0 |
Yes
|
No
| 63 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 81.2 |
4965.1
|
No
|
0730-KOAVE
|
Male
| 0 |
No
|
No
| 30 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 94.3 |
2679.7
|
No
|
8975-SKGRX
|
Male
| 0 |
Yes
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 116.1 |
8310.55
|
No
|
0678-RLHVP
|
Female
| 0 |
No
|
No
| 53 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 105.55 |
5682.25
|
No
|
4315-MURBD
|
Female
| 0 |
No
|
No
| 12 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 98.9 |
1120.95
|
Yes
|
2267-FPIMA
|
Male
| 0 |
Yes
|
No
| 50 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 94.4 |
4914.9
|
No
|
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