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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7973-DZRKH
|
Female
| 0 |
No
|
Yes
| 66 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 90.95 |
5930.05
|
No
|
5914-DVBWJ
|
Female
| 1 |
No
|
No
| 18 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 85.45 |
1505.85
|
Yes
|
7698-YFGEZ
|
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
|
No
|
2533-QVMSK
|
Male
| 0 |
Yes
|
No
| 61 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Electronic check
| 94.1 |
5638.3
|
Yes
|
9773-PEQBZ
|
Male
| 0 |
No
|
No
| 10 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 79.85 |
797.25
|
No
|
8644-XLFBW
|
Male
| 1 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 71.65 |
71.65
|
Yes
|
0650-BWOZN
|
Female
| 1 |
No
|
No
| 18 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 73.55 |
1359.45
|
No
|
8625-AZYZY
|
Male
| 0 |
Yes
|
No
| 24 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 104.65 |
2542.45
|
Yes
|
7785-RDVIG
|
Female
| 0 |
Yes
|
Yes
| 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
| 19.3 |
54.7
|
No
|
9602-WCXPI
|
Male
| 0 |
No
|
No
| 50 |
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 |
989.05
|
No
|
2903-YYTBW
|
Male
| 0 |
Yes
|
Yes
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 44.55 |
44.55
|
No
|
3620-MWJNE
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 54.45 |
87.3
|
No
|
8573-JGCZW
|
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
|
One year
|
Yes
|
Bank transfer (automatic)
| 19.65 |
351.55
|
No
|
6837-HAEVO
|
Male
| 0 |
Yes
|
Yes
| 69 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 105 |
7297.75
|
No
|
6701-YVNQG
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 88.7 |
6301.7
|
No
|
9306-CPCBC
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.25 |
210.3
|
Yes
|
4304-XUMGI
|
Male
| 1 |
Yes
|
Yes
| 50 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 75.15 |
3822.45
|
No
|
9504-YAZWB
|
Female
| 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
|
Mailed check
| 20.25 |
1048.45
|
No
|
8819-ZBYNA
|
Female
| 0 |
Yes
|
No
| 58 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 109.1 |
6393.65
|
No
|
6174-NRBTZ
|
Male
| 0 |
No
|
No
| 46 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 30.75 |
1489.3
|
No
|
9481-IEBZY
|
Male
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 112.9 |
8061.5
|
No
|
1833-VGRUM
|
Female
| 1 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.2 |
74.2
|
Yes
|
6137-NICCO
|
Female
| 0 |
Yes
|
Yes
| 6 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 94.05 |
518.75
|
No
|
9065-ZCPQX
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 78.85 |
5763.15
|
No
|
6402-EJMWF
|
Male
| 0 |
No
|
No
| 4 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 55.3 |
238.5
|
No
|
3620-EHIMZ
|
Female
| 0 |
Yes
|
Yes
| 52 |
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
| 19.35 |
1031.7
|
No
|
3213-VVOLG
|
Male
| 0 |
Yes
|
Yes
| 0 |
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
| 25.35 |
No
|
|
6870-ECSHE
|
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
|
One year
|
No
|
Mailed check
| 20.45 |
34.8
|
No
|
8747-UDCOI
|
Female
| 0 |
Yes
|
No
| 65 |
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)
| 19.35 |
1319.95
|
No
|
8374-XGEJJ
|
Male
| 1 |
Yes
|
No
| 43 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101 |
4388.4
|
Yes
|
2656-TABEH
|
Male
| 0 |
Yes
|
No
| 4 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.2 |
420.2
|
Yes
|
6946-LMSQS
|
Male
| 1 |
Yes
|
No
| 25 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
One year
|
Yes
|
Electronic check
| 89.05 |
2177.45
|
Yes
|
4626-OZDTJ
|
Female
| 0 |
Yes
|
No
| 51 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 78.65 |
3950.85
|
No
|
9169-BSVIN
|
Male
| 0 |
No
|
No
| 12 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 74.75 |
827.05
|
No
|
2325-ZUSFD
|
Female
| 0 |
Yes
|
Yes
| 57 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 70.1 |
3913.3
|
Yes
|
8194-PEEBY
|
Female
| 0 |
Yes
|
Yes
| 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
| 19.9 |
533.5
|
No
|
6872-HXFNF
|
Female
| 0 |
Yes
|
No
| 64 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 58.35 |
3756.45
|
No
|
3932-CMDTD
|
Female
| 0 |
No
|
No
| 4 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 105.65 |
443.9
|
Yes
|
7714-YXSMB
|
Female
| 0 |
No
|
No
| 26 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 100.5 |
2599.95
|
No
|
8387-UGUSU
|
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
|
Month-to-month
|
No
|
Mailed check
| 20.05 |
284.3
|
No
|
1080-BWSYE
|
Male
| 1 |
Yes
|
No
| 64 |
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)
| 25.65 |
1740.8
|
No
|
4039-HEUNW
|
Male
| 1 |
Yes
|
No
| 36 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 96.5 |
3436.1
|
Yes
|
1194-HVAIF
|
Female
| 0 |
Yes
|
No
| 27 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 95 |
2462.55
|
No
|
0812-WUPTB
|
Male
| 1 |
Yes
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 70.85 |
70.85
|
Yes
|
3594-UVONA
|
Female
| 0 |
No
|
No
| 35 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 85.95 |
3110.1
|
Yes
|
0004-TLHLJ
|
Male
| 0 |
No
|
No
| 4 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 73.9 |
280.85
|
Yes
|
1767-TGTKO
|
Female
| 0 |
Yes
|
Yes
| 8 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 45.45 |
411.75
|
No
|
8439-LTUGF
|
Male
| 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
|
Credit card (automatic)
| 20 |
198.6
|
No
|
8805-JNRAZ
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 49.2 |
103.7
|
No
|
5089-IFSDP
|
Female
| 0 |
Yes
|
No
| 58 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 109.45 |
6144.55
|
Yes
|
6418-HNFED
|
Male
| 0 |
Yes
|
No
| 51 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 83.25 |
4089.45
|
No
|
0206-OYVOC
|
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
|
Yes
|
Mailed check
| 19.25 |
864.2
|
No
|
7291-CDTMJ
|
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
|
Bank transfer (automatic)
| 19.65 |
19.65
|
No
|
7128-GGCNO
|
Male
| 0 |
No
|
No
| 46 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 72.8 |
3249.4
|
No
|
0237-YFUTL
|
Female
| 0 |
Yes
|
No
| 50 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 109.65 |
5405.8
|
No
|
7691-KGKGP
|
Male
| 0 |
Yes
|
Yes
| 53 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 65 |
3363.8
|
No
|
6710-HSJRD
|
Male
| 0 |
Yes
|
No
| 61 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 114.1 |
7132.15
|
No
|
3675-EQOZA
|
Male
| 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
|
No
|
Bank transfer (automatic)
| 20.65 |
93.55
|
No
|
0840-DCNZE
|
Male
| 0 |
No
|
No
| 47 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 86.95 |
4138.9
|
No
|
1732-FEKLD
|
Female
| 0 |
No
|
No
| 54 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 94.75 |
5121.75
|
No
|
9862-KJTYK
|
Male
| 0 |
No
|
Yes
| 19 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 25.35 |
566.1
|
No
|
0479-HMSWA
|
Female
| 0 |
No
|
Yes
| 26 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 105.45 |
2715.3
|
No
|
5854-KSRBJ
|
Male
| 0 |
Yes
|
Yes
| 70 |
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
| 25.4 |
1782.05
|
No
|
0365-BZUWY
|
Male
| 0 |
Yes
|
No
| 17 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 102.55 |
1742.5
|
No
|
4817-VYYWS
|
Female
| 0 |
No
|
No
| 30 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.2 |
2983.8
|
Yes
|
5701-SVCWR
|
Female
| 0 |
No
|
Yes
| 1 |
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 |
24
|
No
|
3129-AAQOU
|
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
|
No
|
Mailed check
| 25.6 |
485.9
|
No
|
4922-CVPDX
|
Female
| 0 |
Yes
|
No
| 26 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 73.5 |
1905.7
|
No
|
1396-QWFBJ
|
Female
| 0 |
Yes
|
Yes
| 21 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 74.05 |
1565.7
|
Yes
|
1357-BIJKI
|
Male
| 0 |
Yes
|
No
| 50 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 98.25 |
4858.7
|
No
|
1099-BTKWT
|
Female
| 0 |
Yes
|
No
| 68 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 54.4 |
3723.65
|
No
|
5299-SJCZT
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 101.55 |
298.35
|
Yes
|
2018-PZKMU
|
Male
| 0 |
Yes
|
Yes
| 9 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 103.1 |
970.45
|
No
|
7340-KEFQE
|
Female
| 0 |
Yes
|
Yes
| 51 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 34.2 |
1782
|
No
|
4570-QHXHL
|
Female
| 0 |
No
|
No
| 9 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 43.75 |
405.7
|
No
|
2403-BCASL
|
Male
| 1 |
Yes
|
Yes
| 41 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 111.95 |
4534.9
|
Yes
|
7392-YYPYJ
|
Male
| 0 |
No
|
No
| 22 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.65 |
2415.95
|
No
|
2898-LSJGD
|
Female
| 0 |
Yes
|
Yes
| 21 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 55.95 |
1157.05
|
Yes
|
2223-GDSHL
|
Male
| 0 |
Yes
|
Yes
| 71 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 116.05 |
8297.5
|
No
|
7359-PTSXY
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 45.75 |
45.75
|
Yes
|
9470-RTWDV
|
Male
| 0 |
Yes
|
Yes
| 26 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 82 |
2083.1
|
No
|
2176-OSJUV
|
Male
| 0 |
Yes
|
No
| 71 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 65.15 |
4681.75
|
No
|
9348-YVOMK
|
Male
| 0 |
No
|
No
| 4 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 44.8 |
176.2
|
No
|
8104-OSKWT
|
Female
| 0 |
No
|
No
| 12 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.8 |
1001.2
|
No
|
4521-YEEHE
|
Female
| 0 |
Yes
|
No
| 18 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 88.85 |
1594.75
|
No
|
4090-KPJIP
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.95 |
212.4
|
No
|
3786-WOVKF
|
Female
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 106.85 |
7677.4
|
No
|
4503-BDXBD
|
Male
| 0 |
No
|
No
| 11 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 74.95 |
815.5
|
Yes
|
6086-ESGRL
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 80.15 |
80.15
|
Yes
|
2592-HODOV
|
Male
| 0 |
No
|
No
| 13 |
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 |
259.65
|
No
|
3886-CERTZ
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 109.25 |
8109.8
|
Yes
|
7995-ZHHNZ
|
Male
| 0 |
Yes
|
No
| 42 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 56.1 |
2386.85
|
No
|
3824-RHKVR
|
Female
| 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
|
Month-to-month
|
No
|
Credit card (automatic)
| 19.7 |
340.35
|
No
|
5816-SCGFC
|
Female
| 1 |
No
|
No
| 7 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 51.3 |
419.35
|
No
|
5989-AXPUC
|
Female
| 0 |
Yes
|
No
| 68 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Mailed check
| 118.6 |
7990.05
|
No
|
4979-HPRFL
|
Male
| 0 |
Yes
|
Yes
| 56 |
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)
| 24.15 |
1402.25
|
No
|
8590-OHDIW
|
Female
| 0 |
Yes
|
Yes
| 38 |
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
| 20.3 |
749.35
|
No
|
8015-IHCGW
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 115.5 |
8425.15
|
No
|
2332-TODQS
|
Female
| 0 |
No
|
No
| 48 |
Yes
|
Yes
|
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)
| 25.05 |
1171.5
|
No
|
9278-VZKCD
|
Female
| 1 |
Yes
|
No
| 52 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 109.1 |
5647.95
|
No
|
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