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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1525-LNLOJ
|
Male
| 0 |
Yes
|
Yes
| 66 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 63.3 |
4189.7
|
No
|
9450-TRJUU
|
Male
| 0 |
No
|
No
| 35 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 83.15 |
2848.45
|
No
|
1766-GKNMI
|
Male
| 0 |
No
|
No
| 29 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 84.9 |
2516.2
|
No
|
6942-LBFDP
|
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
|
Mailed check
| 20.55 |
33.6
|
No
|
1456-TWCGB
|
Male
| 0 |
No
|
No
| 4 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 49.25 |
208.45
|
No
|
7133-VBDCG
|
Female
| 0 |
No
|
No
| 25 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 79.85 |
2015.35
|
Yes
|
7596-ZYWBB
|
Female
| 0 |
No
|
No
| 65 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Mailed check
| 59.6 |
3739.8
|
No
|
8329-UTMVM
|
Male
| 1 |
No
|
No
| 27 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 104.65 |
2964
|
No
|
3014-WJKSM
|
Male
| 0 |
Yes
|
No
| 29 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 75.3 |
2263.4
|
No
|
3347-YJZZE
|
Male
| 0 |
Yes
|
Yes
| 29 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 80.1 |
2211.8
|
No
|
1029-QFBEN
|
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
| 19.55 |
19.55
|
Yes
|
7929-DMBCV
|
Female
| 0 |
Yes
|
No
| 20 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 81 |
1683.7
|
No
|
9661-JALZV
|
Female
| 0 |
No
|
No
| 58 |
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)
| 24.7 |
1519
|
No
|
5433-KYGHE
|
Female
| 0 |
No
|
Yes
| 14 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 86 |
1164.05
|
No
|
4312-KFRXN
|
Male
| 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
|
No
|
Mailed check
| 25.4 |
1710.9
|
No
|
5575-TPIZQ
|
Male
| 0 |
No
|
No
| 46 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 89.15 |
4245.55
|
No
|
0114-IGABW
|
Female
| 0 |
Yes
|
No
| 71 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 58.25 |
4145.9
|
No
|
9944-AEXBM
|
Male
| 0 |
No
|
No
| 32 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 85.65 |
2664.3
|
No
|
1853-ARAAQ
|
Female
| 0 |
No
|
No
| 26 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 50.35 |
1277.5
|
No
|
6952-OMNWB
|
Male
| 1 |
Yes
|
No
| 68 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 80.35 |
5589.3
|
No
|
4697-LUPSU
|
Male
| 0 |
Yes
|
Yes
| 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
| 20.2 |
34.75
|
No
|
8434-VGEQQ
|
Male
| 0 |
Yes
|
Yes
| 61 |
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)
| 20.55 |
1305.95
|
No
|
4952-YSOGZ
|
Female
| 0 |
Yes
|
Yes
| 4 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85.95 |
381.3
|
Yes
|
1589-AGTLK
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 45.35 |
141.5
|
Yes
|
5244-IRFIH
|
Male
| 1 |
Yes
|
No
| 33 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.5 |
3105.55
|
Yes
|
6549-YMFAW
|
Male
| 1 |
Yes
|
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
|
Yes
|
Mailed check
| 21.25 |
204.55
|
No
|
4950-HKQTE
|
Female
| 0 |
No
|
No
| 22 |
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
| 26.25 |
605.9
|
No
|
6786-OBWQR
|
Female
| 0 |
Yes
|
Yes
| 5 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 80.85 |
356.1
|
No
|
2684-EIWEO
|
Female
| 1 |
No
|
No
| 30 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 91.7 |
2758.15
|
Yes
|
2753-JMMCV
|
Male
| 0 |
No
|
No
| 65 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 74.2 |
4805.65
|
No
|
6439-GTPCA
|
Female
| 0 |
No
|
No
| 45 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 87.25 |
3941.7
|
Yes
|
6621-YOBKI
|
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
|
Mailed check
| 20.35 |
92.75
|
No
|
1216-JWVUX
|
Male
| 0 |
Yes
|
Yes
| 25 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.5 |
1901.05
|
No
|
7564-GHCVB
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 79.05 |
5730.7
|
No
|
1173-NOEYG
|
Female
| 0 |
Yes
|
No
| 27 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 90.15 |
2423.4
|
No
|
7595-EHCDL
|
Male
| 0 |
Yes
|
Yes
| 32 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 50.6 |
1653.45
|
No
|
6647-ZEDXT
|
Female
| 0 |
No
|
No
| 30 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 110.45 |
3327.05
|
No
|
2521-NPUZR
|
Male
| 0 |
Yes
|
No
| 70 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 101 |
7085.5
|
No
|
1307-TVUFB
|
Male
| 1 |
No
|
No
| 42 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 79.35 |
3344.1
|
No
|
7503-MIOGA
|
Female
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 89.85 |
6697.35
|
No
|
4381-MHQDC
|
Female
| 0 |
No
|
No
| 47 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Mailed check
| 65 |
2879.9
|
No
|
6923-JHPMP
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 80.45 |
137.1
|
No
|
5138-WVKYJ
|
Male
| 0 |
No
|
No
| 10 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 98.55 |
1008.55
|
Yes
|
4018-PPNDW
|
Female
| 0 |
Yes
|
Yes
| 61 |
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
| 24.1 |
1551.6
|
No
|
1635-FJFCC
|
Female
| 0 |
No
|
No
| 5 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 44.05 |
202.15
|
No
|
2499-AJYUA
|
Female
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 110.8 |
7882.25
|
No
|
6919-ELBGL
|
Male
| 1 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 114.95 |
8196.4
|
No
|
3966-HRMZA
|
Female
| 1 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 75.05 |
202.9
|
No
|
6425-JWTDV
|
Male
| 0 |
Yes
|
No
| 48 |
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
| 19.25 |
855.1
|
No
|
8405-IGQFX
|
Female
| 0 |
No
|
No
| 63 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 90.05 |
5817
|
No
|
8224-IVVPA
|
Female
| 0 |
No
|
No
| 27 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 56.7 |
1652.95
|
No
|
9477-LGWQI
|
Male
| 0 |
Yes
|
Yes
| 70 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 80.15 |
5600.15
|
No
|
1410-RSCMR
|
Male
| 0 |
Yes
|
Yes
| 7 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 71.35 |
515.75
|
No
|
3115-CZMZD
|
Male
| 0 |
No
|
Yes
| 0 |
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 |
No
|
|
0139-IVFJG
|
Female
| 0 |
Yes
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 90.35 |
190.5
|
No
|
6683-VLCTZ
|
Male
| 1 |
No
|
No
| 20 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 98.55 |
1842.8
|
Yes
|
5730-DBDSI
|
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)
| 19.7 |
1253.8
|
No
|
0030-FNXPP
|
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
| 19.85 |
57.2
|
No
|
2189-WWOEW
|
Female
| 0 |
No
|
Yes
| 15 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 85.9 |
1269.55
|
Yes
|
5684-FJVYR
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 90.35 |
6563.4
|
No
|
4013-GUXND
|
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
| 20.8 |
20.8
|
No
|
1894-IGFSG
|
Female
| 0 |
No
|
No
| 22 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 89.25 |
1907.85
|
Yes
|
7379-POKDZ
|
Male
| 0 |
Yes
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.3 |
208.85
|
Yes
|
1266-NZYUI
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 66.85 |
4758.8
|
No
|
7969-FFOWG
|
Male
| 0 |
Yes
|
Yes
| 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
|
Mailed check
| 19.9 |
1292.6
|
No
|
4718-DHSMV
|
Female
| 0 |
No
|
No
| 11 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 35.8 |
363.15
|
No
|
5175-WLYXL
|
Male
| 0 |
No
|
No
| 22 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 78.85 |
1600.25
|
No
|
7817-OMJNA
|
Male
| 0 |
No
|
No
| 14 |
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)
| 20.4 |
275.7
|
No
|
8728-SKJLR
|
Male
| 0 |
No
|
No
| 41 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.25 |
3089.1
|
No
|
3137-NYQQI
|
Male
| 0 |
Yes
|
No
| 17 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
One year
|
No
|
Mailed check
| 64.8 |
1175.6
|
No
|
7706-DZNKK
|
Male
| 0 |
No
|
No
| 11 |
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)
| 20.45 |
237.3
|
No
|
0236-HFWSV
|
Male
| 0 |
No
|
No
| 15 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 93.35 |
1444.65
|
Yes
|
3900-AQPHZ
|
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
| 19.9 |
19.9
|
Yes
|
5842-POCOP
|
Female
| 0 |
Yes
|
No
| 5 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 88.9 |
454.15
|
Yes
|
2037-XJFUP
|
Male
| 0 |
Yes
|
No
| 33 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 95.8 |
3036.75
|
Yes
|
8823-RLPWL
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 110.65 |
8065.65
|
No
|
9505-SQFSW
|
Female
| 0 |
Yes
|
Yes
| 3 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 40.3 |
92.5
|
No
|
7314-OXENN
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 82 |
184.65
|
Yes
|
3758-CKOQL
|
Female
| 0 |
Yes
|
No
| 59 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 107 |
6152.3
|
No
|
0322-CHQRU
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 45.35 |
89.5
|
Yes
|
5676-CFLYY
|
Male
| 0 |
Yes
|
Yes
| 71 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 73.35 |
5154.5
|
No
|
7521-AFHAB
|
Female
| 0 |
Yes
|
Yes
| 5 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 44.8 |
220.45
|
No
|
0285-INHLN
|
Male
| 0 |
Yes
|
Yes
| 27 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 54.75 |
1510.3
|
No
|
4678-DVQEO
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 52.2 |
52.2
|
Yes
|
5125-CNDSP
|
Male
| 0 |
No
|
Yes
| 63 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 40.6 |
2588.95
|
No
|
0691-IFBQW
|
Female
| 1 |
No
|
No
| 46 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 110 |
4874.8
|
Yes
|
4992-LTJNE
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 55.3 |
3983.6
|
No
|
2202-OUTMO
|
Female
| 0 |
Yes
|
No
| 34 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 60.85 |
2003.6
|
No
|
0810-BDHAW
|
Female
| 0 |
Yes
|
Yes
| 24 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 78.4 |
1832.4
|
No
|
0229-LFJAF
|
Male
| 0 |
No
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 69.65 |
4908.25
|
No
|
7131-ZQZNK
|
Female
| 0 |
Yes
|
Yes
| 60 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 59.85 |
3590.2
|
No
|
3442-ZHHCC
|
Male
| 0 |
No
|
No
| 68 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 76.9 |
5023
|
No
|
5726-CVNYA
|
Female
| 0 |
Yes
|
Yes
| 8 |
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
| 19.85 |
146.6
|
No
|
9871-ELEYA
|
Female
| 0 |
No
|
Yes
| 34 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Credit card (automatic)
| 67.65 |
2339.3
|
No
|
4257-GAESD
|
Female
| 0 |
No
|
No
| 6 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 45 |
298.7
|
No
|
5173-WXOQV
|
Male
| 0 |
Yes
|
No
| 2 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 64.2 |
143.65
|
No
|
2040-OBMLJ
|
Male
| 0 |
No
|
No
| 31 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 81.7 |
2548.65
|
No
|
6286-ZHAOK
|
Female
| 0 |
Yes
|
Yes
| 20 |
Yes
|
Yes
|
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)
| 25.55 |
507.4
|
No
|
3807-XHCJH
|
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
|
Electronic check
| 20 |
20
|
No
|
3009-JWMPU
|
Male
| 0 |
No
|
No
| 62 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 96.75 |
6125.4
|
Yes
|
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