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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1741-WTPON
|
Male
| 0 |
Yes
|
Yes
| 56 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Mailed check
| 115.85 |
6567.9
|
No
|
3932-IJWDZ
|
Male
| 0 |
No
|
No
| 45 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 103.65 |
4747.85
|
No
|
1240-HCBOH
|
Female
| 0 |
No
|
No
| 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
| 26.1 |
1759.55
|
No
|
3594-KADLU
|
Male
| 0 |
Yes
|
No
| 3 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 35.1 |
101.1
|
No
|
8065-BVEPF
|
Male
| 1 |
No
|
No
| 65 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 99.1 |
6496.15
|
No
|
3796-ENZGF
|
Male
| 0 |
Yes
|
No
| 63 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Mailed check
| 67.25 |
4234.15
|
No
|
1734-ZMNTZ
|
Female
| 0 |
Yes
|
Yes
| 11 |
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 |
300.7
|
No
|
2853-CWQFQ
|
Male
| 0 |
No
|
Yes
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 59.55 |
59.55
|
No
|
0813-TAXXS
|
Male
| 0 |
No
|
No
| 55 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 77.8 |
4323.35
|
No
|
2519-TWKFS
|
Male
| 0 |
Yes
|
Yes
| 25 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Mailed check
| 55.1 |
1466.1
|
No
|
2889-FPWRM
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 117.8 |
8684.8
|
Yes
|
0626-QXNGV
|
Female
| 0 |
Yes
|
No
| 72 |
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)
| 24.15 |
1776.45
|
No
|
6723-CEGQI
|
Female
| 0 |
No
|
Yes
| 65 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Mailed check
| 45.25 |
2933.95
|
No
|
6987-XQSJT
|
Female
| 1 |
No
|
No
| 54 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.5 |
4370.25
|
Yes
|
4732-RRJZC
|
Male
| 0 |
Yes
|
Yes
| 7 |
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
| 20.25 |
144.35
|
No
|
9499-XPZXM
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 64.75 |
4804.75
|
No
|
4338-EYCER
|
Male
| 0 |
Yes
|
No
| 21 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 54.6 |
1125.2
|
No
|
3007-FDPEA
|
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
|
Yes
|
Bank transfer (automatic)
| 20.7 |
39.85
|
No
|
6350-XFYGW
|
Male
| 1 |
No
|
No
| 4 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.75 |
422.4
|
No
|
4290-BSXUX
|
Male
| 0 |
Yes
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 79.65 |
251.75
|
Yes
|
8513-OLYGY
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 115.8 |
8332.15
|
No
|
0311-QYWSS
|
Female
| 0 |
No
|
No
| 6 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 49.45 |
314.6
|
No
|
8705-DWKTI
|
Male
| 0 |
No
|
No
| 52 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 83.8 |
4331.4
|
No
|
8755-IWJHN
|
Male
| 1 |
Yes
|
No
| 69 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 95.35 |
6382
|
No
|
0325-XBFAC
|
Male
| 0 |
No
|
No
| 8 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.7 |
740.3
|
Yes
|
4480-QQRHC
|
Female
| 1 |
No
|
No
| 8 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 74.05 |
600.15
|
No
|
0929-PECLO
|
Female
| 1 |
No
|
No
| 63 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 89.6 |
5538.8
|
No
|
3680-CTHUH
|
Male
| 0 |
No
|
No
| 60 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 116.6 |
7049.5
|
No
|
1202-KKGFU
|
Female
| 0 |
Yes
|
No
| 12 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 54.2 |
690.5
|
No
|
6112-KTHFQ
|
Female
| 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
|
Month-to-month
|
Yes
|
Mailed check
| 19.3 |
279.3
|
No
|
1852-XEMDW
|
Male
| 0 |
No
|
No
| 22 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 65.05 |
1427.55
|
No
|
2462-XIIJB
|
Male
| 0 |
No
|
No
| 5 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 92.5 |
452.7
|
Yes
|
4760-XOHVN
|
Female
| 0 |
Yes
|
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
| 19.45 |
19.45
|
Yes
|
1820-DJFPH
|
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
|
Yes
|
Bank transfer (automatic)
| 24.05 |
1709.15
|
No
|
9426-SXNHE
|
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
|
Bank transfer (automatic)
| 18.75 |
53.15
|
No
|
9068-FHQHD
|
Female
| 0 |
Yes
|
Yes
| 40 |
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)
| 20.15 |
777.35
|
No
|
1269-FOYWN
|
Male
| 0 |
Yes
|
Yes
| 44 |
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 |
860.85
|
No
|
9470-YFUYI
|
Male
| 1 |
Yes
|
No
| 71 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 71 |
5012.1
|
No
|
7817-BOQPW
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.55 |
166.3
|
Yes
|
7402-EYFXX
|
Male
| 1 |
No
|
No
| 26 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 93.6 |
2404.1
|
No
|
1853-UDXBW
|
Male
| 0 |
Yes
|
Yes
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70 |
70
|
Yes
|
9895-VFOXH
|
Female
| 0 |
No
|
No
| 1 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 24.4 |
24.4
|
No
|
5458-CQJTA
|
Male
| 0 |
Yes
|
Yes
| 65 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 74.8 |
4820.15
|
Yes
|
1230-QAJDW
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 65.25 |
209.9
|
No
|
5701-ZIKJE
|
Male
| 0 |
No
|
No
| 13 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 50.55 |
610.75
|
No
|
5219-YIPTK
|
Female
| 0 |
Yes
|
No
| 33 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 104.4 |
3409.6
|
Yes
|
5032-MIYKT
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 70.7 |
70.7
|
No
|
7396-VJUZB
|
Male
| 0 |
Yes
|
Yes
| 4 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 45.25 |
155.35
|
No
|
9717-QEBGU
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.3 |
144
|
No
|
5172-RKOCB
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 108.95 |
7875
|
No
|
6509-TSGWN
|
Female
| 0 |
Yes
|
Yes
| 37 |
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
| 26.45 |
911.6
|
No
|
3540-RZJYU
|
Female
| 0 |
No
|
No
| 15 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 86.2 |
1270.2
|
Yes
|
3178-CIFOT
|
Female
| 0 |
No
|
No
| 23 |
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
Yes
|
Credit card (automatic)
| 19.65 |
478.1
|
No
|
2091-MJTFX
|
Female
| 0 |
Yes
|
Yes
| 30 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 51.2 |
1561.5
|
Yes
|
4530-NDRKU
|
Female
| 0 |
Yes
|
Yes
| 42 |
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
Yes
|
Electronic check
| 19.05 |
761.85
|
No
|
5985-TBABQ
|
Female
| 0 |
No
|
No
| 32 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
No
|
Mailed check
| 74.75 |
2282.95
|
No
|
9800-ONTFE
|
Female
| 0 |
Yes
|
Yes
| 22 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 75.8 |
1615.1
|
No
|
6743-HHQPF
|
Male
| 0 |
Yes
|
No
| 42 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 25.1 |
1097.15
|
No
|
8455-HIRAQ
|
Female
| 0 |
No
|
No
| 8 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 44.45 |
369.3
|
No
|
6616-AALSR
|
Female
| 0 |
Yes
|
Yes
| 65 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 104.3 |
6725.3
|
No
|
0883-EIBTI
|
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
| 19.5 |
31.55
|
Yes
|
9415-ZNBSX
|
Female
| 0 |
Yes
|
Yes
| 70 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 89 |
6293.2
|
No
|
4018-KJYUY
|
Male
| 0 |
No
|
Yes
| 22 |
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)
| 20.15 |
432.5
|
No
|
0722-TROQR
|
Female
| 1 |
No
|
No
| 4 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.9 |
321.75
|
Yes
|
7571-YXDAD
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 74.9 |
147.15
|
Yes
|
3884-UEBXB
|
Female
| 0 |
Yes
|
Yes
| 67 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 36.15 |
2434.45
|
No
|
8780-RSYYU
|
Female
| 0 |
No
|
No
| 25 |
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)
| 19.2 |
532.1
|
No
|
5537-UXXVS
|
Female
| 0 |
Yes
|
No
| 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
|
Bank transfer (automatic)
| 19.25 |
375.25
|
No
|
1791-PQHBB
|
Female
| 0 |
No
|
Yes
| 2 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 61.2 |
125.95
|
No
|
8701-DGLVH
|
Male
| 0 |
No
|
No
| 51 |
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
| 20.45 |
1042.65
|
No
|
8741-LQOBK
|
Female
| 0 |
Yes
|
Yes
| 46 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 35.05 |
1620.25
|
No
|
3393-FMZPV
|
Female
| 0 |
No
|
No
| 25 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.25 |
2387.75
|
Yes
|
8082-GHXOP
|
Male
| 0 |
No
|
Yes
| 13 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 44 |
659.35
|
No
|
6402-ZFPPI
|
Female
| 1 |
No
|
No
| 25 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 102.8 |
2660.2
|
Yes
|
0980-FEXWF
|
Male
| 0 |
Yes
|
Yes
| 26 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Mailed check
| 50.35 |
1285.8
|
No
|
7486-KSRVI
|
Male
| 0 |
No
|
No
| 43 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 100 |
4211.55
|
Yes
|
3011-WQKSZ
|
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
|
Month-to-month
|
Yes
|
Electronic check
| 20 |
377.55
|
No
|
8443-WVPSS
|
Male
| 0 |
Yes
|
No
| 10 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 99.85 |
990.9
|
Yes
|
3006-XIMLN
|
Female
| 0 |
No
|
Yes
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 94.2 |
193.8
|
Yes
|
8218-FFJDS
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 86.4 |
6058.95
|
No
|
1986-PHGZF
|
Male
| 1 |
No
|
No
| 18 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 58.4 |
964.9
|
No
|
9965-YOKZB
|
Male
| 1 |
No
|
No
| 9 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 83.85 |
790.15
|
Yes
|
0504-HHAPI
|
Female
| 1 |
No
|
No
| 27 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 88.3 |
2467.75
|
Yes
|
9360-OMDZZ
|
Male
| 0 |
No
|
No
| 24 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.1 |
2322.85
|
No
|
6305-YLBMM
|
Male
| 0 |
No
|
No
| 69 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 104.05 |
7262
|
Yes
|
0345-XMMUG
|
Female
| 0 |
Yes
|
No
| 46 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 108.9 |
4854.3
|
No
|
8024-XNAFQ
|
Female
| 1 |
No
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 107.4 |
7748.75
|
No
|
3647-GMGDH
|
Male
| 0 |
Yes
|
No
| 22 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 94.7 |
1914.9
|
Yes
|
2988-GBIVW
|
Female
| 1 |
Yes
|
No
| 70 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 90.85 |
6470.1
|
No
|
2832-SCUCO
|
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
|
Electronic check
| 19.9 |
57.4
|
No
|
7036-ZZKBD
|
Male
| 0 |
Yes
|
No
| 31 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 66.4 |
2019.8
|
No
|
3791-LGQCY
|
Female
| 1 |
Yes
|
No
| 56 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 100.65 |
5688.05
|
Yes
|
0265-PSUAE
|
Female
| 0 |
Yes
|
Yes
| 16 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 100.7 |
1522.7
|
No
|
0463-TXOAK
|
Male
| 0 |
No
|
Yes
| 52 |
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 |
1334.5
|
No
|
0594-UFTUL
|
Male
| 0 |
Yes
|
Yes
| 13 |
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
| 19.85 |
252
|
No
|
9509-MPYOD
|
Female
| 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
|
One year
|
No
|
Mailed check
| 20.75 |
700.45
|
No
|
9128-CPXKI
|
Female
| 0 |
No
|
No
| 59 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 95.8 |
5655.45
|
No
|
0129-KPTWJ
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.65 |
6747.35
|
No
|
8166-ZZTFS
|
Female
| 1 |
Yes
|
No
| 66 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 80.55 |
5265.1
|
Yes
|
5855-EIBDE
|
Female
| 0 |
Yes
|
No
| 49 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 106.65 |
5174.35
|
No
|
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