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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6050-IJRHS
|
Female
| 0 |
Yes
|
Yes
| 70 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 106.5 |
7397
|
No
|
6202-JVYEU
|
Male
| 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
|
One year
|
Yes
|
Electronic check
| 19.9 |
164.6
|
No
|
8591-TKMZH
|
Male
| 0 |
Yes
|
Yes
| 59 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Mailed check
| 111.1 |
6555.2
|
No
|
0734-OXWBT
|
Male
| 0 |
No
|
Yes
| 3 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 70.7 |
225.65
|
No
|
4282-ACRXS
|
Male
| 1 |
Yes
|
No
| 38 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 24.85 |
955.75
|
No
|
0365-TRTPY
|
Female
| 0 |
No
|
No
| 37 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 91.2 |
3382.3
|
No
|
7349-ALMUX
|
Male
| 0 |
No
|
No
| 37 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 65.6 |
2313.8
|
No
|
9381-NDKME
|
Female
| 1 |
Yes
|
No
| 24 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 40.65 |
933.3
|
Yes
|
6502-KUGLL
|
Female
| 0 |
Yes
|
Yes
| 14 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 59.45 |
780.85
|
No
|
1841-YSJGV
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 109.95 |
7852.4
|
No
|
2794-XIMMO
|
Male
| 0 |
Yes
|
No
| 53 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 60.45 |
3184.25
|
Yes
|
8382-SHQEH
|
Female
| 0 |
Yes
|
No
| 8 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 84.9 |
764.95
|
Yes
|
3511-BFTJW
|
Male
| 0 |
Yes
|
Yes
| 72 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 38.5 |
2763
|
No
|
7668-XCFYV
|
Female
| 1 |
Yes
|
No
| 17 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 92.55 |
1614.7
|
No
|
2983-ZANRP
|
Female
| 0 |
Yes
|
Yes
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 73.55 |
145.4
|
Yes
|
7845-URHJN
|
Female
| 0 |
Yes
|
No
| 8 |
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 |
156.25
|
Yes
|
3034-ZBEQN
|
Female
| 0 |
Yes
|
No
| 48 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Mailed check
| 34.7 |
1604.5
|
Yes
|
5018-HEKFO
|
Female
| 0 |
No
|
No
| 10 |
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
|
Mailed check
| 24.5 |
270.15
|
No
|
2923-ARZLG
|
Male
| 0 |
Yes
|
Yes
| 0 |
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
Yes
|
Mailed check
| 19.7 |
No
|
|
3976-NLDEZ
|
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
| 20.6 |
20.6
|
No
|
2282-YGNOR
|
Female
| 0 |
No
|
No
| 29 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 58 |
1734.5
|
No
|
5336-UFNZP
|
Female
| 1 |
Yes
|
Yes
| 65 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 107.45 |
7047.5
|
No
|
6854-EXGSF
|
Female
| 0 |
No
|
No
| 8 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 65.5 |
573.15
|
No
|
1241-EZFMJ
|
Male
| 0 |
Yes
|
No
| 61 |
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)
| 25.45 |
1538.6
|
No
|
9233-PSYHO
|
Female
| 1 |
No
|
No
| 45 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 100.15 |
4459.8
|
No
|
5376-PCKNB
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 104.45 |
7459
|
No
|
8044-BGWPI
|
Male
| 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
|
Month-to-month
|
Yes
|
Electronic check
| 21.15 |
306.05
|
No
|
4060-LDNLU
|
Male
| 0 |
No
|
No
| 7 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 96.2 |
639.7
|
No
|
3589-PPVKW
|
Male
| 0 |
No
|
No
| 9 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 44.4 |
348.15
|
No
|
8327-LZKAS
|
Female
| 1 |
Yes
|
No
| 43 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 107.55 |
4533.9
|
Yes
|
5887-IKKYO
|
Male
| 0 |
Yes
|
Yes
| 58 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 94.35 |
5563.65
|
No
|
1075-BGWOH
|
Male
| 1 |
Yes
|
No
| 16 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 98.75 |
1587.55
|
Yes
|
1755-RMCXH
|
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
|
Month-to-month
|
No
|
Mailed check
| 20.3 |
40.25
|
No
|
0302-JOIVN
|
Female
| 0 |
Yes
|
No
| 8 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 101.15 |
842.9
|
Yes
|
3858-XHYJO
|
Female
| 0 |
Yes
|
No
| 40 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 105.75 |
4228.55
|
No
|
4299-SIMNS
|
Male
| 0 |
No
|
No
| 9 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 81.15 |
784.45
|
No
|
7025-IWFHT
|
Male
| 0 |
No
|
No
| 41 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Electronic check
| 89.55 |
3729.75
|
No
|
6261-LHRTG
|
Female
| 0 |
No
|
No
| 26 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 54.75 |
1406.9
|
No
|
7841-FCRQD
|
Female
| 0 |
Yes
|
No
| 33 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 53.75 |
1857.3
|
No
|
2056-EVGZL
|
Male
| 0 |
Yes
|
Yes
| 68 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 105.75 |
7322.5
|
No
|
8777-MBMTS
|
Female
| 1 |
Yes
|
No
| 65 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 105.85 |
6725.5
|
No
|
7753-USQYQ
|
Male
| 0 |
No
|
No
| 55 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Electronic check
| 64.2 |
3627.3
|
No
|
5366-IJEQJ
|
Male
| 0 |
No
|
No
| 20 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 88.7 |
1761.45
|
Yes
|
7661-CPURM
|
Male
| 0 |
No
|
No
| 19 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 87.7 |
1725.95
|
No
|
6233-HXJMX
|
Female
| 0 |
No
|
No
| 45 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 89.3 |
4192.15
|
No
|
5902-WBLSE
|
Female
| 0 |
Yes
|
Yes
| 70 |
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)
| 20.15 |
1411.2
|
No
|
1981-INRFU
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.75 |
164.5
|
Yes
|
4971-PUYQO
|
Female
| 0 |
No
|
No
| 27 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 94.55 |
2724.6
|
Yes
|
3239-TPHPZ
|
Female
| 0 |
Yes
|
No
| 12 |
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
Yes
|
Electronic check
| 20.05 |
264.55
|
No
|
5115-GZDEL
|
Male
| 0 |
No
|
Yes
| 72 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 67.2 |
4671.7
|
No
|
3338-CVVEH
|
Male
| 0 |
No
|
No
| 12 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 94.55 |
1173.55
|
No
|
8485-GJCDN
|
Female
| 1 |
No
|
No
| 5 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 69.05 |
318.5
|
Yes
|
2615-YVMYX
|
Male
| 1 |
Yes
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 107.5 |
7713.55
|
No
|
2851-STERV
|
Male
| 1 |
No
|
No
| 35 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 73 |
2471.25
|
No
|
4393-GEADV
|
Male
| 0 |
Yes
|
Yes
| 70 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 114.75 |
7842.3
|
No
|
8486-AYEQH
|
Female
| 0 |
No
|
No
| 31 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 76.05 |
2227.8
|
No
|
1527-SXDPN
|
Male
| 0 |
Yes
|
Yes
| 52 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 96.25 |
4990.25
|
Yes
|
6029-WTIPC
|
Male
| 1 |
No
|
No
| 37 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101.1 |
3744.05
|
Yes
|
8634-CILSZ
|
Male
| 0 |
No
|
No
| 69 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 104.7 |
7220.35
|
Yes
|
5419-JKZNQ
|
Male
| 1 |
Yes
|
No
| 30 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 77.9 |
2351.45
|
No
|
2495-KZNFB
|
Female
| 0 |
No
|
No
| 33 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 90.65 |
2989.6
|
No
|
1409-PHXTF
|
Male
| 1 |
Yes
|
No
| 54 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 110.45 |
6077.75
|
No
|
4560-WQAQW
|
Female
| 0 |
No
|
No
| 59 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 68.7 |
4070.95
|
No
|
9591-YVTEB
|
Male
| 1 |
No
|
No
| 55 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 44.85 |
2479.05
|
No
|
9309-BZGNT
|
Male
| 1 |
Yes
|
No
| 69 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 29.8 |
2134.3
|
No
|
4274-DRSQT
|
Female
| 0 |
No
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 88.9 |
6000.1
|
No
|
2027-DNKIV
|
Male
| 0 |
Yes
|
Yes
| 37 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
Yes
|
Mailed check
| 58.75 |
2203.1
|
No
|
8075-GXIUB
|
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
|
One year
|
No
|
Credit card (automatic)
| 19.85 |
183.15
|
No
|
2885-HIJDH
|
Male
| 0 |
Yes
|
Yes
| 69 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 86.9 |
6194.1
|
No
|
5424-RLQLC
|
Male
| 0 |
No
|
No
| 10 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 59.65 |
638.95
|
No
|
6682-QJDGB
|
Male
| 0 |
No
|
Yes
| 40 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 55.25 |
2139.2
|
Yes
|
6507-DTJZV
|
Male
| 0 |
No
|
Yes
| 13 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 66.4 |
831.75
|
No
|
8780-IXSTS
|
Female
| 0 |
No
|
No
| 6 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 90.1 |
521.3
|
Yes
|
7673-BQGKU
|
Female
| 0 |
Yes
|
Yes
| 69 |
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 |
1337.5
|
No
|
6723-WSNTY
|
Female
| 1 |
Yes
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 108.1 |
7181.95
|
No
|
9530-EHPOH
|
Male
| 0 |
No
|
No
| 11 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 53.75 |
608
|
Yes
|
2725-IWWBA
|
Male
| 0 |
Yes
|
Yes
| 46 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
No
|
Mailed check
| 56.9 |
2560.1
|
No
|
0345-HKJVM
|
Female
| 0 |
No
|
No
| 6 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 89.3 |
577.6
|
Yes
|
1061-PNTHC
|
Female
| 0 |
Yes
|
Yes
| 56 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 109.6 |
5953
|
No
|
0394-YONDK
|
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
|
Credit card (automatic)
| 25.15 |
1790.15
|
No
|
6574-MCOEH
|
Female
| 0 |
Yes
|
Yes
| 33 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 79.15 |
2531.4
|
No
|
7399-QHBJS
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 66.75 |
4760.3
|
No
|
3049-SOLAY
|
Female
| 0 |
Yes
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.2 |
292.85
|
Yes
|
0997-YTLNY
|
Female
| 0 |
No
|
Yes
| 19 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 48.8 |
953.65
|
No
|
3317-HRTNN
|
Female
| 1 |
No
|
No
| 5 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 45.7 |
198
|
Yes
|
9479-HYNYL
|
Female
| 0 |
Yes
|
No
| 71 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 80.7 |
5705.05
|
No
|
3235-ETOOB
|
Male
| 0 |
Yes
|
No
| 8 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.5 |
609.9
|
Yes
|
9708-KFDBY
|
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
|
Credit card (automatic)
| 20.55 |
20.55
|
No
|
8058-INTPH
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.65 |
79.65
|
Yes
|
3642-GKTCT
|
Female
| 0 |
No
|
No
| 61 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Mailed check
| 115.1 |
6993.65
|
No
|
0774-RMNUW
|
Female
| 0 |
Yes
|
Yes
| 71 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 59.7 |
4122.65
|
No
|
1334-PDUKM
|
Female
| 0 |
Yes
|
No
| 68 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 86.45 |
5762.95
|
No
|
0756-MPZRL
|
Male
| 0 |
No
|
No
| 46 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 33.7 |
1537.85
|
No
|
2242-MFOTG
|
Male
| 0 |
No
|
No
| 33 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 80.1 |
2603.3
|
No
|
2927-CVULT
|
Female
| 0 |
Yes
|
Yes
| 53 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 104.05 |
5566.4
|
No
|
2144-BFDSO
|
Female
| 1 |
Yes
|
No
| 50 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 108.75 |
5431.9
|
No
|
8745-PVESG
|
Female
| 0 |
No
|
No
| 57 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 41.1 |
2258.25
|
No
|
7647-GYYKX
|
Female
| 0 |
Yes
|
Yes
| 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
|
Bank transfer (automatic)
| 20.35 |
1092.35
|
No
|
5647-FXOTP
|
Female
| 1 |
Yes
|
No
| 60 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 105.9 |
6401.25
|
No
|
5569-OUICF
|
Female
| 1 |
Yes
|
No
| 28 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 101.3 |
2812.2
|
Yes
|
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