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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3967-VQOGC
|
Female
| 0 |
Yes
|
Yes
| 67 |
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
| 24.9 |
1680.25
|
No
|
7872-RDDLZ
|
Female
| 1 |
No
|
No
| 67 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 54.9 |
3725.5
|
No
|
9250-WYPLL
|
Female
| 0 |
No
|
No
| 5 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 75.55 |
413.65
|
Yes
|
6308-CQRBU
|
Female
| 0 |
Yes
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 109.25 |
7707.7
|
No
|
2754-XBHTB
|
Female
| 0 |
No
|
No
| 9 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 77.65 |
714.15
|
Yes
|
1597-LHYNC
|
Female
| 1 |
No
|
No
| 26 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95 |
2497.2
|
Yes
|
0186-CAERR
|
Male
| 0 |
No
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 116.3 |
8309.55
|
No
|
3043-SUDUA
|
Female
| 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
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 19.9 |
601.55
|
No
|
5442-BHQNG
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 70.35 |
139.25
|
No
|
2169-RRLFW
|
Female
| 0 |
Yes
|
No
| 71 |
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)
| 25.6 |
1888.25
|
No
|
5872-OEQNH
|
Female
| 0 |
No
|
No
| 60 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
Yes
|
One year
|
Yes
|
Electronic check
| 44.45 |
2773.9
|
No
|
3162-KKZXO
|
Female
| 1 |
No
|
No
| 55 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 100.15 |
5409.75
|
No
|
7055-VKGDA
|
Male
| 0 |
No
|
No
| 54 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 105.4 |
5643.4
|
Yes
|
0754-UKWQP
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.85 |
197.7
|
Yes
|
8873-GLDMH
|
Female
| 0 |
No
|
No
| 6 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 73.85 |
401.3
|
No
|
5696-JVVQY
|
Female
| 0 |
Yes
|
Yes
| 48 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 70.1 |
3238.4
|
No
|
8946-BFWSG
|
Male
| 0 |
Yes
|
Yes
| 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
| 25.25 |
1573.05
|
No
|
7493-TPUWZ
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.15 |
79.15
|
Yes
|
0547-HURJB
|
Male
| 0 |
No
|
Yes
| 12 |
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)
| 21.05 |
235.8
|
No
|
8904-OPDCK
|
Male
| 1 |
Yes
|
No
| 54 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 24.95 |
1364.75
|
No
|
8845-LWKGE
|
Female
| 0 |
Yes
|
Yes
| 30 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Electronic check
| 64.5 |
1985.15
|
No
|
1577-HKTFG
|
Female
| 0 |
Yes
|
No
| 30 |
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)
| 19.65 |
655.85
|
Yes
|
8752-STIVR
|
Female
| 0 |
No
|
No
| 4 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79 |
303.15
|
Yes
|
0691-NIKRI
|
Female
| 0 |
No
|
No
| 40 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 105.95 |
4335.2
|
No
|
5022-JNQEQ
|
Female
| 0 |
Yes
|
Yes
| 9 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.85 |
647.5
|
No
|
4558-FANTW
|
Female
| 0 |
Yes
|
Yes
| 17 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 91.85 |
1574.45
|
Yes
|
3249-VHRIP
|
Female
| 0 |
No
|
No
| 62 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 43.6 |
2748.7
|
No
|
3736-BLEPA
|
Male
| 0 |
No
|
No
| 28 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 91.25 |
2483.65
|
No
|
4701-LKOZD
|
Female
| 0 |
No
|
No
| 70 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 89.75 |
6367.2
|
No
|
6603-QWSPR
|
Female
| 0 |
No
|
No
| 46 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 104.4 |
4904.2
|
No
|
9921-QFQUL
|
Female
| 0 |
Yes
|
No
| 23 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 90.15 |
2044.95
|
No
|
1929-ZCBHE
|
Male
| 0 |
Yes
|
Yes
| 47 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
No
|
Electronic check
| 40.3 |
1794.8
|
No
|
4378-MYPGO
|
Male
| 0 |
Yes
|
Yes
| 68 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 105.25 |
7173.15
|
No
|
8651-ENBZX
|
Female
| 1 |
No
|
No
| 60 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 106 |
6441.4
|
Yes
|
4129-LYCOI
|
Female
| 0 |
No
|
Yes
| 67 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 104 |
7039.05
|
No
|
7798-JVXYM
|
Female
| 0 |
No
|
No
| 14 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 69.65 |
921.4
|
No
|
8647-SDTWQ
|
Male
| 0 |
Yes
|
Yes
| 57 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.3 |
4018.35
|
No
|
2696-ECXKC
|
Female
| 0 |
Yes
|
Yes
| 55 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
No
|
Mailed check
| 100.9 |
5448.6
|
No
|
2081-KJSQF
|
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
| 20.25 |
20.25
|
No
|
7623-TRNQN
|
Male
| 0 |
No
|
Yes
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 49.9 |
49.9
|
Yes
|
3323-CPBWR
|
Male
| 0 |
No
|
No
| 23 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 96.9 |
2085.45
|
No
|
9330-IJWIO
|
Female
| 0 |
No
|
No
| 13 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.35 |
1358.85
|
Yes
|
3384-CTMSF
|
Male
| 0 |
Yes
|
No
| 47 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 104.1 |
5135.15
|
No
|
0902-RFHOF
|
Male
| 0 |
No
|
No
| 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
| 20.1 |
730.1
|
No
|
9286-DOJGF
|
Female
| 1 |
Yes
|
No
| 38 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 74.95 |
2869.85
|
Yes
|
6048-QBXKL
|
Female
| 1 |
No
|
No
| 2 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 56.55 |
118.25
|
No
|
9661-MHUMO
|
Male
| 1 |
Yes
|
Yes
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 49.25 |
49.25
|
Yes
|
7718-RXDGG
|
Male
| 0 |
Yes
|
No
| 15 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 68.6 |
1108.6
|
No
|
1025-FALIX
|
Female
| 0 |
No
|
No
| 26 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 69.05 |
1815.65
|
No
|
3451-VAWLI
|
Female
| 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
|
Two year
|
No
|
Credit card (automatic)
| 19.7 |
730.4
|
No
|
3407-QGWLG
|
Male
| 0 |
No
|
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
|
Yes
|
Mailed check
| 20.05 |
75.45
|
No
|
1842-EZJMK
|
Male
| 0 |
Yes
|
Yes
| 50 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 103.7 |
5071.05
|
Yes
|
2347-WKKAE
|
Male
| 0 |
Yes
|
No
| 42 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.4 |
4014.6
|
No
|
8735-DCXNF
|
Male
| 0 |
Yes
|
No
| 10 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 54.95 |
568.85
|
No
|
3214-IYUUQ
|
Female
| 0 |
Yes
|
No
| 61 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 93.7 |
5860.7
|
No
|
1936-UAFEH
|
Female
| 0 |
No
|
No
| 68 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 110.25 |
7279.35
|
No
|
3587-PMCOY
|
Male
| 0 |
No
|
No
| 10 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 98.9 |
1064.95
|
No
|
8079-XRJRS
|
Male
| 0 |
Yes
|
No
| 65 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Electronic check
| 89.75 |
5769.6
|
Yes
|
1027-LKKQQ
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 80.45 |
5886.85
|
No
|
7148-XZPHA
|
Male
| 0 |
Yes
|
Yes
| 55 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 79.4 |
4238.45
|
No
|
8073-IJDCM
|
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
| 20.3 |
20.3
|
Yes
|
5309-TAIKL
|
Female
| 0 |
No
|
No
| 7 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 62.8 |
418.3
|
No
|
6856-RAURS
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 74.9 |
136.05
|
No
|
8778-LMWTJ
|
Female
| 0 |
No
|
No
| 9 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.85 |
708.2
|
No
|
9717-IOAAF
|
Male
| 0 |
No
|
Yes
| 27 |
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)
| 25.85 |
788.55
|
No
|
8884-ADFVN
|
Male
| 1 |
Yes
|
No
| 7 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101.95 |
700.85
|
Yes
|
2845-KDHVX
|
Female
| 0 |
Yes
|
No
| 64 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Mailed check
| 68.3 |
4378.8
|
No
|
0848-SOMKO
|
Male
| 0 |
No
|
No
| 70 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 48.4 |
3442.8
|
No
|
2720-WGKHP
|
Male
| 1 |
No
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94 |
181.7
|
Yes
|
6734-FQAJX
|
Male
| 1 |
No
|
No
| 67 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 105.05 |
7171.7
|
No
|
2869-ADAWR
|
Female
| 0 |
No
|
No
| 45 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 89.3 |
4016.85
|
Yes
|
1535-VTJOQ
|
Female
| 0 |
No
|
No
| 24 |
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)
| 25.15 |
553
|
No
|
6368-TZZDT
|
Male
| 0 |
Yes
|
Yes
| 4 |
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 |
96.85
|
No
|
0943-ZQPXH
|
Male
| 0 |
Yes
|
Yes
| 44 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 92.95 |
4122.9
|
No
|
1293-BSEUN
|
Female
| 0 |
Yes
|
Yes
| 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
| 20.7 |
1482.3
|
No
|
9894-EZEWG
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 74.3 |
74.3
|
Yes
|
1302-TPUBN
|
Male
| 0 |
No
|
No
| 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
|
Bank transfer (automatic)
| 19.35 |
1240.8
|
No
|
7851-FLGGQ
|
Male
| 0 |
No
|
No
| 1 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 44.65 |
44.65
|
Yes
|
0637-UBJRP
|
Male
| 0 |
Yes
|
Yes
| 13 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 84.05 |
1095.3
|
Yes
|
0940-OUQEC
|
Male
| 0 |
No
|
No
| 10 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 80.7 |
788.8
|
Yes
|
2378-VTKDH
|
Male
| 1 |
Yes
|
No
| 65 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 104.35 |
6578.55
|
No
|
0927-CNGRH
|
Male
| 0 |
No
|
Yes
| 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
|
8608-OZTLB
|
Male
| 0 |
Yes
|
Yes
| 38 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
No
|
Electronic check
| 74.05 |
2802.3
|
No
|
2335-GSODA
|
Male
| 0 |
No
|
Yes
| 23 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Mailed check
| 40.1 |
857.75
|
No
|
1952-DVVSW
|
Female
| 0 |
Yes
|
No
| 10 |
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 |
184.4
|
No
|
0702-PGIBZ
|
Male
| 0 |
No
|
Yes
| 4 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101.7 |
364.55
|
Yes
|
6656-GULJQ
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 83.55 |
6093.3
|
No
|
9853-JFZDU
|
Female
| 0 |
Yes
|
No
| 35 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 56.85 |
1861.1
|
No
|
1963-VAUKV
|
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
|
No
|
Mailed check
| 20.4 |
20.4
|
Yes
|
3777-XROBG
|
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)
| 19.55 |
1079.65
|
No
|
6994-FGRHH
|
Male
| 0 |
Yes
|
Yes
| 70 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 106.15 |
7475.1
|
No
|
4000-VGMQP
|
Male
| 0 |
Yes
|
Yes
| 38 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 78.95 |
2862.55
|
No
|
3999-WRNGR
|
Female
| 0 |
Yes
|
Yes
| 60 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 49.75 |
3069.45
|
No
|
3466-RITXD
|
Male
| 0 |
No
|
No
| 26 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 92.4 |
2349.8
|
No
|
2680-XKKNJ
|
Female
| 0 |
No
|
No
| 8 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 58.2 |
469.25
|
No
|
3058-HJCUY
|
Male
| 0 |
Yes
|
Yes
| 41 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 102.6 |
4213.35
|
Yes
|
2974-GGUXS
|
Female
| 1 |
Yes
|
No
| 36 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 91.95 |
3301.05
|
No
|
7994-XIRTR
|
Male
| 1 |
No
|
No
| 54 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 65.25 |
3529.95
|
No
|
3259-FDWOY
|
Male
| 0 |
Yes
|
Yes
| 71 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 106 |
7723.7
|
Yes
|
2101-RANCD
|
Female
| 0 |
No
|
No
| 55 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 73.1 |
4144.9
|
No
|
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