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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
4592-IWTJI
|
Female
| 0 |
Yes
|
Yes
| 3 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 29.7 |
91.7
|
Yes
|
4909-JOUPP
|
Male
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 109.7 |
7898.45
|
No
|
4657-FWVFY
|
Female
| 0 |
Yes
|
Yes
| 40 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 96.35 |
3915.4
|
No
|
2257-BOVXD
|
Male
| 0 |
Yes
|
No
| 14 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 66.6 |
979.5
|
No
|
7729-JTEEC
|
Male
| 0 |
Yes
|
Yes
| 2 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 44.5 |
90.05
|
No
|
7632-MNYOY
|
Male
| 1 |
No
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 110.9 |
7432.05
|
Yes
|
6518-LGAOV
|
Female
| 0 |
Yes
|
No
| 38 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 105 |
4026.4
|
Yes
|
7242-QZLXF
|
Male
| 0 |
No
|
Yes
| 1 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 25.3 |
25.3
|
Yes
|
4576-CSAJH
|
Male
| 0 |
No
|
No
| 22 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 55.15 |
1193.05
|
Yes
|
1000-AJSLD
|
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
| 20.1 |
20.1
|
Yes
|
9696-RMYBA
|
Male
| 0 |
No
|
No
| 5 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 80.1 |
398.55
|
No
|
8690-UPCZI
|
Male
| 0 |
Yes
|
Yes
| 29 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 69.05 |
1958.45
|
No
|
1062-LHZOD
|
Male
| 0 |
Yes
|
Yes
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 69.9 |
69.9
|
Yes
|
9770-LXDBK
|
Female
| 0 |
No
|
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
|
Mailed check
| 20.4 |
63.15
|
No
|
4086-WITJG
|
Male
| 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)
| 19.7 |
1301.1
|
No
|
8344-WFMFH
|
Male
| 0 |
No
|
Yes
| 9 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 50.1 |
484.05
|
No
|
9600-NAXZN
|
Male
| 0 |
No
|
No
| 43 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101.4 |
4528
|
Yes
|
8822-KNBHV
|
Female
| 0 |
No
|
No
| 48 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 83.45 |
3887.85
|
No
|
8404-FYDIB
|
Male
| 0 |
No
|
No
| 26 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 86.65 |
2208.75
|
No
|
2791-SFVEW
|
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)
| 20.15 |
238.15
|
No
|
6457-USBER
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 80.8 |
80.8
|
Yes
|
6762-NSODU
|
Female
| 0 |
Yes
|
Yes
| 46 |
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)
| 19.4 |
958.15
|
No
|
4662-EKDPQ
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 62.05 |
118.3
|
Yes
|
9248-OJYKK
|
Male
| 1 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 76.45 |
76.45
|
Yes
|
9888-ZCUMM
|
Male
| 0 |
Yes
|
Yes
| 64 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 60.05 |
3845.45
|
No
|
3398-FSHON
|
Female
| 1 |
No
|
No
| 12 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 91.3 |
1094.5
|
Yes
|
3319-DWOEP
|
Male
| 1 |
Yes
|
No
| 6 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.75 |
573.75
|
Yes
|
1074-WVEVG
|
Female
| 0 |
Yes
|
No
| 59 |
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
| 20.35 |
1267
|
No
|
9979-RGMZT
|
Female
| 0 |
No
|
No
| 7 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Mailed check
| 94.05 |
633.45
|
No
|
6437-UDQJM
|
Female
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 84.1 |
6129.65
|
No
|
1226-IENZN
|
Male
| 1 |
No
|
No
| 16 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 78.75 |
1218.25
|
No
|
2108-GLPQB
|
Male
| 0 |
Yes
|
No
| 25 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 55.55 |
1405.3
|
No
|
9259-PACGQ
|
Female
| 0 |
Yes
|
No
| 34 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 62.65 |
2274.9
|
Yes
|
4415-IJZTP
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.5 |
74.5
|
Yes
|
1465-VINDH
|
Female
| 0 |
Yes
|
Yes
| 10 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 102.1 |
1068.85
|
Yes
|
5474-LAMUQ
|
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
|
One year
|
No
|
Mailed check
| 20.1 |
533.9
|
No
|
3468-DRVQJ
|
Female
| 0 |
Yes
|
Yes
| 10 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
One year
|
No
|
Electronic check
| 70.3 |
676.15
|
No
|
1122-YJBCS
|
Male
| 0 |
Yes
|
No
| 69 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 53.65 |
3804.4
|
No
|
4990-ALDGW
|
Male
| 0 |
No
|
No
| 57 |
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 |
1118.8
|
No
|
4816-OKWNX
|
Male
| 0 |
Yes
|
Yes
| 50 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 103.4 |
5236.4
|
No
|
3315-IKYZQ
|
Male
| 0 |
Yes
|
Yes
| 28 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
No
|
Mailed check
| 50.8 |
1386.8
|
No
|
2810-FTLEM
|
Female
| 0 |
No
|
No
| 16 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 50.15 |
762.25
|
Yes
|
4747-LCAQL
|
Male
| 0 |
No
|
No
| 25 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 79 |
1902
|
No
|
3411-WLRSQ
|
Female
| 1 |
Yes
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 74.6 |
239.05
|
No
|
0898-XCGTF
|
Male
| 0 |
Yes
|
No
| 61 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 96.5 |
5673.7
|
No
|
8006-PYCSW
|
Female
| 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
| 20.1 |
39.8
|
No
|
8249-THVEC
|
Male
| 0 |
Yes
|
Yes
| 51 |
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 |
997.75
|
No
|
8722-PRFDV
|
Female
| 0 |
Yes
|
Yes
| 71 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 77.55 |
5574.35
|
No
|
2164-SOQXL
|
Female
| 0 |
Yes
|
Yes
| 20 |
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
| 20.05 |
406.05
|
No
|
4020-KIUDI
|
Male
| 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
|
Month-to-month
|
No
|
Credit card (automatic)
| 19.85 |
138.85
|
No
|
5850-BDWCY
|
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
|
Month-to-month
|
No
|
Mailed check
| 20.2 |
123.65
|
No
|
2038-YSEZE
|
Female
| 0 |
No
|
No
| 29 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 67.45 |
1801.1
|
No
|
0827-ITJPH
|
Male
| 0 |
No
|
No
| 36 |
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)
| 18.55 |
689
|
No
|
8799-OXZMD
|
Female
| 0 |
No
|
No
| 28 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 29.75 |
790.7
|
No
|
1925-TIBLE
|
Female
| 0 |
Yes
|
No
| 7 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 86.5 |
582.5
|
Yes
|
1705-GUHPV
|
Female
| 0 |
No
|
No
| 63 |
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
| 24.2 |
1618.2
|
No
|
4779-ZGICK
|
Male
| 0 |
Yes
|
Yes
| 48 |
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
| 23.55 |
1173.35
|
No
|
0048-PIHNL
|
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
|
No
|
Bank transfer (automatic)
| 20.45 |
900.9
|
No
|
0818-OCPZO
|
Male
| 1 |
No
|
No
| 27 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 81.45 |
2122.05
|
Yes
|
3967-KXAPS
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 92.3 |
6719.9
|
No
|
1447-GIQMR
|
Male
| 0 |
Yes
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.15 |
69.15
|
Yes
|
3704-IEAXF
|
Female
| 0 |
Yes
|
Yes
| 72 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 53.65 |
3784
|
No
|
6810-VCAEX
|
Female
| 0 |
No
|
No
| 47 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 39.65 |
1798.65
|
No
|
0674-EYYZV
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 54.65 |
54.65
|
No
|
4480-MBMLB
|
Female
| 0 |
No
|
No
| 36 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 104.8 |
3886.45
|
No
|
1395-OFUWC
|
Male
| 0 |
Yes
|
Yes
| 43 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 29.3 |
1224.05
|
No
|
0822-QGCXA
|
Female
| 1 |
Yes
|
No
| 27 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 83.85 |
2310.2
|
No
|
0872-NXJYS
|
Female
| 0 |
No
|
No
| 9 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 79.55 |
723.4
|
Yes
|
2832-KJCRD
|
Female
| 0 |
No
|
No
| 38 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 103.65 |
3988.5
|
No
|
3588-WSTTJ
|
Female
| 1 |
No
|
No
| 35 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 99.05 |
3554.6
|
No
|
4075-WKNIU
|
Female
| 0 |
Yes
|
Yes
| 0 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Mailed check
| 73.35 |
No
|
|
5090-EMGTC
|
Female
| 0 |
Yes
|
No
| 59 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Mailed check
| 100.05 |
6034.85
|
No
|
2346-CZYIL
|
Male
| 0 |
No
|
No
| 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
|
Credit card (automatic)
| 20.35 |
531.6
|
No
|
3798-EPWRR
|
Female
| 1 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 43.95 |
85.1
|
No
|
6258-NGCNG
|
Male
| 0 |
No
|
No
| 7 |
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
| 23.5 |
173
|
No
|
4186-ZBUEW
|
Female
| 0 |
No
|
No
| 36 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Mailed check
| 70.7 |
2511.95
|
No
|
5274-XHAKY
|
Female
| 0 |
Yes
|
Yes
| 41 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 94.3 |
3893.6
|
No
|
1442-BQPVU
|
Female
| 0 |
No
|
No
| 13 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 29.15 |
357.15
|
No
|
3978-YNKDD
|
Male
| 0 |
No
|
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
|
Credit card (automatic)
| 20.85 |
467.5
|
No
|
4940-KHCWD
|
Female
| 0 |
Yes
|
No
| 60 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 37.7 |
2288.7
|
No
|
9412-ARGBX
|
Female
| 0 |
No
|
Yes
| 48 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Mailed check
| 95.5 |
4627.85
|
Yes
|
1389-CXMLU
|
Male
| 1 |
No
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 91.05 |
289.1
|
Yes
|
9589-ABEPT
|
Male
| 0 |
Yes
|
No
| 69 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Mailed check
| 92.45 |
6460.55
|
No
|
9388-ZEYVT
|
Male
| 0 |
No
|
No
| 43 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
No
|
Electronic check
| 44.15 |
1931.3
|
No
|
0305-SQECB
|
Female
| 0 |
No
|
Yes
| 11 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Mailed check
| 36.05 |
402.6
|
No
|
7605-SNLQG
|
Female
| 0 |
Yes
|
No
| 45 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 50.25 |
2221.55
|
No
|
4670-TABXH
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 109.75 |
7758.9
|
No
|
5561-NWEVX
|
Female
| 1 |
Yes
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 79.2 |
172.85
|
Yes
|
0064-SUDOG
|
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
|
Two year
|
No
|
Bank transfer (automatic)
| 20.3 |
224.5
|
No
|
8561-NMTBD
|
Female
| 0 |
Yes
|
Yes
| 67 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 112.35 |
7388.45
|
No
|
5161-XEUVX
|
Male
| 0 |
Yes
|
No
| 37 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Mailed check
| 94.3 |
3460.95
|
No
|
8292-FRFZQ
|
Female
| 0 |
No
|
No
| 39 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 41.15 |
1700.9
|
No
|
8591-NXRCV
|
Female
| 0 |
No
|
No
| 41 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 74.65 |
3090.65
|
No
|
7895-VONWT
|
Female
| 0 |
No
|
No
| 25 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 48.25 |
1293.8
|
No
|
4526-RMTLL
|
Male
| 0 |
Yes
|
Yes
| 8 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 76.15 |
645.8
|
No
|
6253-GNHWH
|
Female
| 0 |
Yes
|
Yes
| 71 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Mailed check
| 71.1 |
5224.95
|
No
|
4566-NECEV
|
Male
| 0 |
No
|
No
| 5 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 96.55 |
500.1
|
No
|
8080-POTJR
|
Female
| 0 |
No
|
No
| 30 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 79.3 |
2427.1
|
No
|
6906-MPARY
|
Male
| 0 |
No
|
No
| 40 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 89.6 |
3488.15
|
No
|
3662-FXJFO
|
Female
| 0 |
No
|
No
| 54 |
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
| 20.5 |
1035.7
|
No
|
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