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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7521-YXVZY
|
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
|
No
|
Mailed check
| 19.95
|
58.3
|
No
|
5419-CONWX
|
Female
| 1
|
No
|
No
| 4
|
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 99.8
|
442.85
|
Yes
|
6240-EURKS
|
Female
| 0
|
No
|
Yes
| 18
|
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 35
|
553
|
Yes
|
2373-NTKOD
|
Male
| 0
|
No
|
No
| 8
|
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 66.25
|
546.45
|
No
|
1970-KKFWL
|
Female
| 0
|
No
|
No
| 35
|
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)
| 23.3
|
797.1
|
No
|
6960-HVYXR
|
Female
| 0
|
No
|
No
| 1
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 76
|
76
|
Yes
|
9337-SRRNI
|
Male
| 0
|
No
|
Yes
| 66
|
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
|
1673.8
|
No
|
0895-UADGO
|
Male
| 0
|
No
|
Yes
| 8
|
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Mailed check
| 44.55
|
343.45
|
No
|
5678-VFNEQ
|
Female
| 0
|
Yes
|
No
| 71
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 104.1
|
7412.25
|
No
|
5977-CKHON
|
Female
| 0
|
Yes
|
Yes
| 43
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 92.55
|
4039
|
No
|
7024-OHCCK
|
Female
| 1
|
No
|
No
| 2
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 93.85
|
170.85
|
Yes
|
2692-BUCFV
|
Male
| 1
|
No
|
No
| 29
|
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 101.45
|
2948.6
|
No
|
7861-UVUFT
|
Female
| 0
|
Yes
|
No
| 15
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 84.3
|
1308.4
|
Yes
|
1830-GGFNM
|
Male
| 0
|
Yes
|
Yes
| 65
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 94.55
|
6078.75
|
No
|
5302-BDJNT
|
Male
| 0
|
No
|
No
| 35
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 95.5
|
3418.2
|
No
|
5223-UZAVK
|
Male
| 0
|
No
|
No
| 64
|
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 100.3
|
6603.8
|
No
|
4859-ZSRDZ
|
Female
| 0
|
Yes
|
Yes
| 58
|
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 55.5
|
3166.9
|
No
|
5651-WYIPH
|
Female
| 1
|
No
|
No
| 18
|
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 49.85
|
865.75
|
No
|
9350-VLHMB
|
Male
| 0
|
Yes
|
Yes
| 67
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 89.55
|
6373.1
|
No
|
3498-LZGQZ
|
Male
| 0
|
Yes
|
Yes
| 63
|
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
| 19.15
|
1177.05
|
No
|
8785-CJSHH
|
Female
| 0
|
Yes
|
No
| 60
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 99.8
|
5985.75
|
No
|
5357-TZHPP
|
Male
| 1
|
No
|
No
| 9
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 84.4
|
732.5
|
Yes
|
3870-SPZSI
|
Female
| 0
|
Yes
|
Yes
| 70
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 113.05
|
7869.05
|
No
|
0680-DFNNY
|
Male
| 0
|
Yes
|
No
| 15
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101.1
|
1504.05
|
Yes
|
7560-QRBXH
|
Female
| 0
|
No
|
Yes
| 48
|
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
| 19.95
|
936.7
|
No
|
7077-XJMET
|
Male
| 0
|
Yes
|
No
| 12
|
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 74.15
|
741.4
|
No
|
8752-GHJFU
|
Male
| 1
|
Yes
|
No
| 71
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
One year
|
Yes
|
Electronic check
| 92
|
6585.2
|
No
|
6896-SRVYQ
|
Male
| 1
|
No
|
No
| 44
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 73.85
|
3122.4
|
No
|
7767-UXAGJ
|
Male
| 0
|
No
|
No
| 1
|
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 50.45
|
50.45
|
Yes
|
4652-ODEVH
|
Male
| 0
|
Yes
|
Yes
| 45
|
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
| 24.45
|
1088.25
|
No
|
6510-UPNKS
|
Female
| 0
|
No
|
No
| 23
|
Yes
|
Yes
|
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)
| 24.8
|
615.35
|
No
|
6718-BDGHG
|
Female
| 0
|
Yes
|
No
| 43
|
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 64.85
|
2908.2
|
No
|
9046-DQMTP
|
Male
| 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
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 20.75
|
739.9
|
No
|
6439-LAJXL
|
Male
| 0
|
Yes
|
No
| 9
|
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 68.95
|
593.85
|
No
|
1571-SAVHK
|
Male
| 0
|
No
|
No
| 12
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 99.95
|
1132.75
|
Yes
|
9052-VKDUW
|
Female
| 1
|
Yes
|
No
| 65
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 109.4
|
7227.45
|
No
|
9546-CQJSU
|
Female
| 0
|
No
|
No
| 2
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 91.4
|
193.6
|
Yes
|
1666-JZPZT
|
Male
| 0
|
No
|
No
| 27
|
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 49
|
1291.35
|
No
|
5777-KJIRB
|
Female
| 0
|
No
|
No
| 40
|
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
Yes
|
Mailed check
| 50.25
|
2023.55
|
No
|
0506-LVNGN
|
Female
| 1
|
No
|
No
| 5
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 75.55
|
349.65
|
Yes
|
7677-SJJJK
|
Male
| 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
|
One year
|
No
|
Credit card (automatic)
| 19.9
|
153.95
|
No
|
2480-EJWYP
|
Female
| 1
|
Yes
|
No
| 58
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 97.8
|
5458.8
|
No
|
3253-HKOKL
|
Female
| 0
|
Yes
|
Yes
| 52
|
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 100.3
|
5244.45
|
No
|
7055-HNEOJ
|
Male
| 0
|
Yes
|
No
| 3
|
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 55.8
|
154.55
|
No
|
5514-YQENT
|
Male
| 0
|
No
|
Yes
| 41
|
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 111.15
|
4507.15
|
No
|
3211-AAPKX
|
Male
| 0
|
No
|
No
| 20
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 98.55
|
2031.95
|
No
|
8445-DNBAE
|
Male
| 0
|
No
|
Yes
| 1
|
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 50.05
|
50.05
|
No
|
2951-QOQTK
|
Male
| 0
|
No
|
Yes
| 4
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 80.8
|
332.45
|
Yes
|
2958-NHPPS
|
Male
| 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
|
Month-to-month
|
No
|
Electronic check
| 20.85
|
473.9
|
No
|
6806-YDEUL
|
Female
| 1
|
No
|
No
| 6
|
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)
| 19.5
|
106.8
|
No
|
1735-XMJVH
|
Male
| 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
|
Month-to-month
|
Yes
|
Mailed check
| 19.35
|
152.6
|
No
|
6890-PFRQX
|
Male
| 0
|
No
|
No
| 18
|
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Mailed check
| 69.5
|
1199.4
|
No
|
0222-CNVPT
|
Male
| 1
|
No
|
No
| 52
|
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 48.8
|
2555.05
|
No
|
5899-OUVKV
|
Male
| 0
|
No
|
No
| 31
|
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.5
|
2979.2
|
No
|
8681-ICONS
|
Male
| 0
|
Yes
|
Yes
| 29
|
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
| 20.65
|
654.85
|
No
|
1621-YNCJH
|
Female
| 0
|
Yes
|
No
| 36
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 106.05
|
3834.4
|
No
|
3473-XIIIT
|
Female
| 0
|
Yes
|
No
| 16
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100
|
1534.75
|
Yes
|
6362-QHAFM
|
Male
| 0
|
Yes
|
No
| 42
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 108.3
|
4586.15
|
No
|
7893-IXHRQ
|
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
|
Electronic check
| 20.55
|
20.55
|
Yes
|
3070-BDOQC
|
Female
| 0
|
No
|
No
| 60
|
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 99.65
|
5941.05
|
No
|
2952-QAYZF
|
Male
| 0
|
No
|
No
| 5
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 85.3
|
424.15
|
Yes
|
6234-PFPXL
|
Male
| 0
|
Yes
|
No
| 22
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 95.9
|
2234.95
|
No
|
9824-QCJPK
|
Male
| 0
|
Yes
|
No
| 36
|
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
|
666.75
|
No
|
4763-PGDPO
|
Female
| 0
|
No
|
No
| 4
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 70.4
|
281
|
Yes
|
4283-IVYCI
|
Male
| 0
|
No
|
No
| 9
|
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 64.95
|
547.8
|
No
|
1866-OBPNR
|
Male
| 0
|
Yes
|
Yes
| 1
|
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 74.6
|
74.6
|
No
|
8205-MQUGY
|
Male
| 0
|
Yes
|
Yes
| 12
|
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 49.2
|
571.15
|
No
|
8970-ANWXO
|
Female
| 0
|
No
|
No
| 23
|
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Mailed check
| 73.75
|
1756.6
|
No
|
9480-BQJEI
|
Male
| 0
|
No
|
No
| 62
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 92.3
|
5731.45
|
No
|
5394-SVGJV
|
Male
| 0
|
No
|
No
| 37
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 98.8
|
3475.55
|
Yes
|
6979-TNDEU
|
Female
| 0
|
No
|
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
|
Mailed check
| 19.2
|
156.85
|
No
|
9777-WJJPR
|
Male
| 0
|
Yes
|
No
| 31
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 88.65
|
2683.2
|
No
|
9283-LZQOH
|
Male
| 0
|
Yes
|
Yes
| 13
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 74.4
|
896.75
|
Yes
|
7079-QRCBC
|
Female
| 0
|
No
|
No
| 24
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 98.75
|
2407.3
|
Yes
|
9495-SKLKD
|
Male
| 0
|
Yes
|
Yes
| 45
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 95.95
|
4456.65
|
No
|
6048-UWKAL
|
Female
| 1
|
Yes
|
No
| 69
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 105.4
|
6998.95
|
No
|
5067-DGXLL
|
Male
| 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
| 20.25
|
36.8
|
No
|
5469-CTCWN
|
Male
| 0
|
Yes
|
Yes
| 61
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 106
|
6547.7
|
Yes
|
9851-QXEEQ
|
Male
| 0
|
No
|
No
| 41
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 104.7
|
4346.4
|
Yes
|
6281-FKEWS
|
Female
| 0
|
No
|
No
| 44
|
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 49.05
|
2265
|
No
|
8898-KASCD
|
Male
| 0
|
No
|
No
| 39
|
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
No
|
Mailed check
| 35.55
|
1309.15
|
No
|
9242-TKFSV
|
Male
| 0
|
Yes
|
Yes
| 72
|
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 65.1
|
4754.3
|
No
|
9290-SHCMB
|
Female
| 1
|
No
|
No
| 13
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 96.85
|
1235.55
|
No
|
0743-HNPFG
|
Female
| 0
|
Yes
|
Yes
| 51
|
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 69.75
|
3562.5
|
No
|
2277-BKJKN
|
Female
| 1
|
Yes
|
No
| 71
|
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 99.2
|
7213.75
|
No
|
9809-IMGCQ
|
Male
| 1
|
No
|
No
| 22
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 96.7
|
2082.95
|
Yes
|
5208-HFSBT
|
Female
| 0
|
No
|
No
| 2
|
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 55.05
|
102.75
|
Yes
|
5035-PGZXH
|
Female
| 0
|
No
|
No
| 56
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 106.8
|
5914.4
|
No
|
8695-WDYEA
|
Male
| 0
|
No
|
No
| 1
|
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 51.25
|
51.25
|
No
|
6543-JXSOO
|
Female
| 0
|
Yes
|
Yes
| 23
|
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Mailed check
| 57.75
|
1282.85
|
No
|
8016-ZMGMO
|
Female
| 1
|
Yes
|
No
| 66
|
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 70.85
|
4738.85
|
No
|
8605-ITULD
|
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
| 19.55
|
19.55
|
No
|
3254-YRILK
|
Male
| 1
|
No
|
No
| 19
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 88.2
|
1775.8
|
Yes
|
6416-YJTTB
|
Male
| 0
|
No
|
No
| 11
|
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 79.5
|
795.65
|
No
|
2667-WYLWJ
|
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
|
One year
|
Yes
|
Mailed check
| 19.75
|
145
|
Yes
|
4472-VESGY
|
Female
| 0
|
Yes
|
Yes
| 52
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 98.15
|
4993.4
|
No
|
3195-TQDZX
|
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
|
Electronic check
| 20.25
|
61.45
|
No
|
3128-YOVTD
|
Female
| 0
|
Yes
|
Yes
| 51
|
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 79.15
|
4018.55
|
No
|
0529-ONKER
|
Male
| 1
|
No
|
No
| 15
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 75.65
|
1146.65
|
Yes
|
1728-CXQBE
|
Male
| 1
|
Yes
|
No
| 64
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.25
|
6081.4
|
No
|
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