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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6650-VJONK
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 43.85 |
43.85
|
No
|
2178-PMGCJ
|
Male
| 0 |
No
|
No
| 22 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 69.7 |
1490.4
|
No
|
7492-TAFJD
|
Male
| 0 |
Yes
|
Yes
| 7 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Two year
|
No
|
Mailed check
| 38.55 |
280
|
No
|
2773-MADBQ
|
Female
| 0 |
No
|
No
| 36 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Mailed check
| 53.1 |
1901.25
|
No
|
6016-LVTJQ
|
Female
| 0 |
Yes
|
Yes
| 34 |
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
| 20.65 |
716.4
|
No
|
7860-KSUGX
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 64.45 |
4720
|
No
|
8966-KZXXA
|
Male
| 0 |
Yes
|
Yes
| 36 |
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)
| 25.1 |
930.95
|
No
|
6910-HADCM
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 76.35 |
76.35
|
Yes
|
4816-LXZYW
|
Female
| 0 |
No
|
No
| 23 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.15 |
1676.95
|
Yes
|
9606-PBKBQ
|
Male
| 1 |
Yes
|
No
| 32 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85 |
2642.05
|
Yes
|
5149-QYTTU
|
Female
| 0 |
Yes
|
Yes
| 71 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 95.15 |
6770.85
|
No
|
2070-XYMFH
|
Female
| 1 |
No
|
No
| 23 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 79.35 |
1835.3
|
No
|
2085-BOJKI
|
Male
| 0 |
Yes
|
No
| 17 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 96.65 |
1588.25
|
No
|
0817-HSUSE
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 75.5 |
75.5
|
No
|
5442-PPTJY
|
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
|
Two year
|
No
|
Mailed check
| 19.7 |
258.35
|
No
|
1927-QEWMY
|
Female
| 0 |
Yes
|
No
| 72 |
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)
| 20.5 |
1502.25
|
No
|
1663-MHLHE
|
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
| 19.2 |
19.2
|
No
|
5663-QBGIS
|
Male
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 98.35 |
6929.4
|
No
|
4450-MDZFX
|
Male
| 0 |
Yes
|
Yes
| 60 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 74.35 |
4453.3
|
No
|
6701-DHKWQ
|
Female
| 0 |
Yes
|
Yes
| 61 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Credit card (automatic)
| 51.35 |
3244.4
|
No
|
7554-AKDQF
|
Female
| 0 |
Yes
|
No
| 6 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 45.65 |
323.45
|
No
|
3536-IQCTX
|
Male
| 1 |
Yes
|
No
| 32 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 85.3 |
2661.1
|
Yes
|
4911-BANWH
|
Female
| 0 |
No
|
Yes
| 31 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 86.55 |
2697.4
|
Yes
|
8496-EJAUI
|
Male
| 0 |
No
|
No
| 19 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 73.85 |
1424.5
|
Yes
|
0794-YVSGE
|
Male
| 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
|
No
|
Bank transfer (automatic)
| 20.3 |
1401.15
|
No
|
5423-BHIXO
|
Female
| 0 |
No
|
No
| 32 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 54.2 |
1739.6
|
No
|
6908-VVYHM
|
Male
| 0 |
Yes
|
No
| 65 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 90.65 |
5931
|
No
|
2959-EEXWB
|
Female
| 0 |
Yes
|
Yes
| 45 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 50.9 |
2333.85
|
No
|
1839-UMACK
|
Male
| 0 |
No
|
No
| 42 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
No
|
Electronic check
| 25.05 |
949.85
|
No
|
3030-YDNRM
|
Male
| 0 |
No
|
No
| 8 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.85 |
572.45
|
No
|
7321-KKSDU
|
Male
| 0 |
No
|
Yes
| 32 |
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
| 20.5 |
696.8
|
No
|
3402-XRIUO
|
Female
| 1 |
Yes
|
No
| 22 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 63.55 |
1381.8
|
No
|
3132-TVFDZ
|
Male
| 1 |
Yes
|
No
| 57 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 44.85 |
2572.95
|
Yes
|
8286-AFUYI
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 47.95 |
47.95
|
No
|
8080-DDEMJ
|
Male
| 1 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 45.1 |
45.1
|
Yes
|
8356-WUAOJ
|
Female
| 0 |
Yes
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 45 |
45
|
No
|
6365-MTGZX
|
Male
| 0 |
No
|
No
| 24 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 96 |
2122.45
|
Yes
|
1349-WXNGG
|
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
|
Bank transfer (automatic)
| 20.05 |
20.05
|
Yes
|
8058-DMYRU
|
Male
| 1 |
No
|
No
| 54 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 90.05 |
4931.8
|
No
|
9350-ZXYJC
|
Female
| 0 |
No
|
No
| 4 |
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)
| 25.3 |
116.95
|
No
|
6990-YNRIO
|
Male
| 0 |
Yes
|
Yes
| 65 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 108.65 |
6937.95
|
Yes
|
8958-JPTRR
|
Female
| 0 |
Yes
|
No
| 56 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
No
|
Electronic check
| 24.3 |
1261.7
|
No
|
6959-GQEGV
|
Male
| 0 |
No
|
No
| 45 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 75.95 |
3273.8
|
No
|
3173-WSSUE
|
Female
| 0 |
Yes
|
Yes
| 71 |
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 |
1415.85
|
No
|
1265-HVPZB
|
Male
| 0 |
Yes
|
No
| 59 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
No
|
Credit card (automatic)
| 66.4 |
3958.2
|
No
|
4115-UMJFQ
|
Male
| 0 |
No
|
No
| 69 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 35.75 |
2492.25
|
No
|
7369-TRPFD
|
Male
| 0 |
No
|
No
| 19 |
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
| 18.8 |
279.2
|
No
|
1098-KFQEC
|
Female
| 0 |
Yes
|
Yes
| 55 |
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)
| 19.4 |
1083
|
No
|
7190-XHTWJ
|
Female
| 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
| 19.3 |
755.5
|
No
|
0621-TWIEM
|
Male
| 0 |
No
|
No
| 10 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 45.55 |
402.6
|
Yes
|
3537-RYBHH
|
Female
| 1 |
Yes
|
No
| 47 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 67.45 |
3252
|
No
|
2485-ITVKB
|
Female
| 0 |
Yes
|
No
| 2 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 35.1 |
68.75
|
Yes
|
3669-OYSJI
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 46.2 |
46.2
|
Yes
|
1612-EOHDH
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 45.15 |
45.15
|
Yes
|
6702-OHFWR
|
Male
| 1 |
No
|
No
| 1 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 43.3 |
43.3
|
Yes
|
5296-BFCYD
|
Male
| 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
| 20.1 |
936.85
|
No
|
4510-PYUSH
|
Female
| 1 |
No
|
No
| 38 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 57.15 |
2250.65
|
Yes
|
9359-JANWS
|
Female
| 0 |
Yes
|
No
| 65 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 58.9 |
3857.1
|
No
|
7517-SAWMO
|
Female
| 0 |
Yes
|
No
| 19 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 73.2 |
1441.1
|
Yes
|
4143-HHPMK
|
Male
| 0 |
No
|
No
| 52 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85.35 |
4338.6
|
Yes
|
3279-DYZQM
|
Male
| 0 |
Yes
|
Yes
| 71 |
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
| 19.45 |
1378.45
|
No
|
7054-LGEQW
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 45.95 |
45.95
|
Yes
|
0523-VNGTF
|
Female
| 1 |
No
|
No
| 52 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 50.5 |
2566.3
|
No
|
9575-IWCAZ
|
Male
| 0 |
Yes
|
No
| 6 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
No
|
Mailed check
| 25.1 |
171
|
No
|
7105-MXJLL
|
Female
| 1 |
Yes
|
No
| 26 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
One year
|
No
|
Mailed check
| 60.7 |
1597.4
|
No
|
7064-FRRSW
|
Male
| 1 |
No
|
No
| 48 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 99 |
4744.35
|
No
|
7940-UQQUG
|
Female
| 0 |
Yes
|
Yes
| 64 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 104.4 |
6721.6
|
No
|
0923-PNFUB
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 83.75 |
247.25
|
Yes
|
3961-SXAXY
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 44.05 |
44.05
|
No
|
7010-BRBUU
|
Male
| 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
|
No
|
Credit card (automatic)
| 24.1 |
1734.65
|
No
|
3566-HJGPK
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 45.55 |
45.55
|
No
|
3062-ICYZQ
|
Female
| 0 |
Yes
|
Yes
| 51 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 93.8 |
4539.35
|
No
|
9938-PRCVK
|
Female
| 0 |
Yes
|
Yes
| 41 |
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 |
804.25
|
No
|
0973-KYVNF
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 70.65 |
5011.15
|
No
|
5129-HHMZC
|
Female
| 0 |
Yes
|
No
| 43 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 86.45 |
3574.5
|
No
|
9637-CDTKZ
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 114.1 |
8086.4
|
No
|
3946-JEWRQ
|
Male
| 0 |
Yes
|
No
| 47 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 95.2 |
4563
|
No
|
7873-CVMAW
|
Male
| 0 |
No
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 88.55 |
6362.35
|
No
|
0463-WZZKO
|
Male
| 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
|
Yes
|
Credit card (automatic)
| 20.75 |
67.1
|
No
|
3494-JCHRQ
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.05 |
70.05
|
Yes
|
6474-FVJLC
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 86 |
165.45
|
Yes
|
4524-QCSSM
|
Male
| 0 |
No
|
No
| 26 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 44.65 |
1156.55
|
No
|
5832-EXGTT
|
Male
| 0 |
Yes
|
Yes
| 29 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 60.2 |
1834.15
|
No
|
8840-DQLGN
|
Female
| 1 |
Yes
|
No
| 35 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 100.5 |
3653.35
|
Yes
|
2039-JONDJ
|
Male
| 0 |
No
|
No
| 27 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 55.45 |
1477.65
|
No
|
7217-JYHOQ
|
Male
| 0 |
Yes
|
Yes
| 24 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 70.3 |
1706.45
|
No
|
6695-FRVEC
|
Male
| 0 |
Yes
|
Yes
| 67 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 60.4 |
3953.7
|
No
|
4547-LYTDD
|
Female
| 0 |
No
|
No
| 16 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 72.65 |
1194.3
|
Yes
|
9894-QMIMJ
|
Female
| 0 |
No
|
No
| 23 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 55.8 |
1327.85
|
No
|
8069-YQQAJ
|
Male
| 0 |
No
|
No
| 14 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 31.1 |
419.7
|
No
|
6770-XUAGN
|
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
|
Yes
|
Electronic check
| 21 |
21
|
Yes
|
4193-ORFCL
|
Female
| 1 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 45.1 |
45.1
|
Yes
|
1636-NTNCO
|
Male
| 1 |
No
|
No
| 4 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 50.95 |
207.35
|
No
|
3466-WAESX
|
Male
| 0 |
No
|
Yes
| 16 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 69.1 |
1083.7
|
No
|
9281-PKKZE
|
Female
| 0 |
Yes
|
No
| 46 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 43.95 |
2007.85
|
No
|
3638-VBZTA
|
Male
| 0 |
No
|
Yes
| 68 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 86.5 |
5882.75
|
No
|
7459-IMVYU
|
Male
| 0 |
No
|
No
| 38 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 69.95 |
2657.55
|
No
|
7776-QWNFX
|
Male
| 1 |
Yes
|
No
| 30 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 50.4 |
1527.5
|
Yes
|
6689-TCZHQ
|
Female
| 1 |
No
|
No
| 5 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 78.95 |
378.4
|
Yes
|
8563-OYMQY
|
Male
| 0 |
No
|
No
| 17 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 90.95 |
1612.2
|
No
|
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