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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8008-OTEZX
|
Female
| 0 |
Yes
|
Yes
| 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
| 19.65 |
708.8
|
No
|
2773-OVBPK
|
Male
| 0 |
Yes
|
No
| 67 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 111.3 |
7567.2
|
No
|
5999-LCXAO
|
Female
| 0 |
No
|
No
| 1 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 29.9 |
29.9
|
No
|
5206-XZZQI
|
Male
| 0 |
No
|
No
| 53 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 80.6 |
4348.1
|
No
|
4803-LBYPN
|
Male
| 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
| 20.8 |
635.9
|
No
|
5759-RCVCB
|
Female
| 0 |
No
|
No
| 3 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 35.2 |
108.95
|
Yes
|
6372-RFVNS
|
Female
| 0 |
Yes
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 78.8 |
78.8
|
Yes
|
2139-FQHLM
|
Male
| 0 |
No
|
No
| 19 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
No
|
Mailed check
| 89.95 |
1682.4
|
No
|
8261-GWDBQ
|
Female
| 1 |
Yes
|
No
| 60 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 116.05 |
6925.9
|
No
|
1093-YSWCA
|
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
|
Two year
|
No
|
Credit card (automatic)
| 19.55 |
223.15
|
No
|
8938-UMKPI
|
Female
| 0 |
No
|
No
| 47 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 106.4 |
5127.95
|
Yes
|
0991-BRRFB
|
Male
| 0 |
No
|
No
| 18 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 49.4 |
874.8
|
Yes
|
3882-IYOIJ
|
Female
| 0 |
Yes
|
Yes
| 60 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 115.25 |
6758.45
|
No
|
8749-TZYEC
|
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
|
Credit card (automatic)
| 24.8 |
1874.3
|
No
|
1755-FZQEC
|
Male
| 0 |
No
|
No
| 39 |
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
| 19.9 |
791.15
|
No
|
3115-JPJDD
|
Female
| 0 |
Yes
|
No
| 59 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 81.25 |
4639.45
|
No
|
5600-KTXFM
|
Male
| 0 |
Yes
|
Yes
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 69.95 |
143.9
|
No
|
3871-IKPYH
|
Male
| 1 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 69.1 |
69.1
|
Yes
|
6319-IEJWJ
|
Male
| 0 |
Yes
|
Yes
| 20 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 90.2 |
1776.55
|
Yes
|
9025-AOMKI
|
Female
| 0 |
No
|
No
| 6 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 93.55 |
536.4
|
Yes
|
6339-TBELP
|
Male
| 0 |
No
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 86.4 |
6172
|
No
|
7964-YESJC
|
Female
| 0 |
Yes
|
No
| 24 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 66.3 |
1559.45
|
No
|
6173-GOLSU
|
Male
| 1 |
Yes
|
No
| 67 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 94.65 |
6079
|
No
|
5275-SQEIZ
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 80.85 |
80.85
|
Yes
|
7716-YTYHG
|
Female
| 0 |
Yes
|
Yes
| 48 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
One year
|
Yes
|
Mailed check
| 82.05 |
4029.95
|
Yes
|
9938-ZREHM
|
Female
| 0 |
Yes
|
No
| 37 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
One year
|
No
|
Mailed check
| 72.1 |
2658.4
|
No
|
7950-XWOVN
|
Male
| 0 |
No
|
No
| 11 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 34.7 |
383.55
|
No
|
4390-KYULV
|
Male
| 0 |
Yes
|
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)
| 20.55 |
51.15
|
Yes
|
4647-MUZON
|
Female
| 0 |
Yes
|
No
| 18 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 95.95 |
1745.5
|
No
|
9702-AIUJO
|
Male
| 0 |
Yes
|
Yes
| 50 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 44.8 |
2230.85
|
No
|
8849-PRIQJ
|
Female
| 0 |
Yes
|
Yes
| 67 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 109.4 |
7281.6
|
No
|
8851-RAGOV
|
Female
| 0 |
Yes
|
No
| 25 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 71.05 |
1837.7
|
No
|
1304-NECVQ
|
Female
| 1 |
No
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 78.55 |
149.55
|
Yes
|
5396-IZEPB
|
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
|
Month-to-month
|
No
|
Credit card (automatic)
| 19.7 |
180.7
|
No
|
1729-VLAZJ
|
Female
| 0 |
No
|
Yes
| 10 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Mailed check
| 40.25 |
411.45
|
No
|
8285-ABVLB
|
Female
| 0 |
Yes
|
No
| 70 |
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)
| 19.85 |
1328.35
|
No
|
0701-TJSEF
|
Male
| 0 |
No
|
No
| 9 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 68.25 |
576.95
|
No
|
5712-VBOXD
|
Female
| 0 |
No
|
No
| 4 |
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)
| 20.15 |
68.45
|
No
|
6629-LADHQ
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 50.95 |
123.05
|
No
|
8945-GRKHX
|
Female
| 0 |
No
|
Yes
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 78.65 |
78.65
|
Yes
|
1559-DTODC
|
Male
| 0 |
No
|
No
| 19 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 25.15 |
468.35
|
No
|
4797-MIWUM
|
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
|
Yes
|
Bank transfer (automatic)
| 20.25 |
174.7
|
No
|
6959-UWKHF
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 42.9 |
42.9
|
Yes
|
8720-RQSBJ
|
Male
| 1 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 44 |
44
|
No
|
4537-CIBHB
|
Female
| 0 |
Yes
|
Yes
| 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
|
Mailed check
| 20.25 |
172.35
|
No
|
3815-SLMEF
|
Female
| 0 |
No
|
No
| 3 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 34.25 |
139.35
|
Yes
|
5154-VEKBL
|
Female
| 0 |
No
|
No
| 9 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 58.5 |
539.85
|
Yes
|
4324-AHJKS
|
Female
| 0 |
No
|
No
| 5 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 55.8 |
300.4
|
No
|
4355-CVPVS
|
Female
| 0 |
Yes
|
Yes
| 56 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 88.9 |
4968
|
No
|
4495-LHSSK
|
Female
| 0 |
No
|
Yes
| 18 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 57.65 |
992.7
|
No
|
5655-JSMZM
|
Male
| 1 |
No
|
No
| 49 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 96.2 |
4718.25
|
Yes
|
5915-ANOEI
|
Male
| 0 |
Yes
|
No
| 70 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Mailed check
| 79.15 |
5536.5
|
No
|
9861-PDSZP
|
Female
| 0 |
No
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 108.05 |
7806.6
|
No
|
4505-EXZHB
|
Female
| 1 |
No
|
No
| 6 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 74.4 |
434.1
|
Yes
|
7225-CBZPL
|
Male
| 1 |
Yes
|
No
| 17 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.8 |
1563.9
|
No
|
6704-UTUKK
|
Male
| 0 |
Yes
|
No
| 29 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 45.9 |
1332.4
|
No
|
4587-VVTOX
|
Female
| 0 |
Yes
|
No
| 6 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 105.3 |
545.2
|
Yes
|
2019-HDCZY
|
Male
| 0 |
Yes
|
No
| 63 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 102.6 |
6296.75
|
No
|
4652-NNHNY
|
Male
| 0 |
Yes
|
No
| 16 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 73.85 |
1284.2
|
Yes
|
8788-DOXSU
|
Male
| 0 |
No
|
No
| 59 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 61.35 |
3645.5
|
No
|
7404-JLKQG
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 57.55 |
161.45
|
No
|
7421-ZLUPA
|
Female
| 0 |
No
|
No
| 8 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 29.25 |
226.95
|
No
|
8972-HJWNV
|
Female
| 1 |
Yes
|
No
| 7 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 84.55 |
646.85
|
Yes
|
3274-NSDWE
|
Female
| 0 |
No
|
No
| 68 |
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)
| 19.6 |
1441.65
|
No
|
2632-IVXVF
|
Female
| 0 |
Yes
|
Yes
| 68 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 111.75 |
7511.3
|
No
|
3692-JHONH
|
Female
| 1 |
Yes
|
No
| 52 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 106.5 |
5621.85
|
No
|
8915-NNTRC
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 107.7 |
7919.8
|
No
|
5914-GXMDA
|
Female
| 0 |
Yes
|
No
| 32 |
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 |
593.2
|
No
|
7463-IFMQU
|
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
|
Bank transfer (automatic)
| 20.05 |
1423.65
|
No
|
2920-RNCEZ
|
Male
| 0 |
Yes
|
Yes
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 69.95 |
69.95
|
No
|
2541-YGPKE
|
Male
| 0 |
Yes
|
Yes
| 42 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 63.7 |
2763.35
|
No
|
8515-OCTJS
|
Female
| 0 |
No
|
No
| 25 |
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)
| 24.75 |
692.1
|
Yes
|
5382-TEMLV
|
Male
| 0 |
No
|
No
| 45 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 50.9 |
2298.55
|
No
|
3441-CGZJH
|
Female
| 0 |
Yes
|
Yes
| 43 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 60.4 |
2640.55
|
No
|
9592-ERDKV
|
Male
| 0 |
Yes
|
No
| 37 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Mailed check
| 79.25 |
2911.8
|
No
|
2860-RANUS
|
Female
| 1 |
No
|
No
| 20 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 85.8 |
1727.5
|
Yes
|
5261-QSHQM
|
Female
| 0 |
No
|
No
| 4 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 24.45 |
86.6
|
Yes
|
4778-IZARL
|
Male
| 0 |
Yes
|
No
| 63 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 110.1 |
6705.7
|
No
|
0432-CAJZV
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 90.7 |
237.65
|
No
|
7008-LZVOZ
|
Male
| 0 |
Yes
|
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 |
1672.35
|
No
|
8868-WOZGU
|
Male
| 0 |
No
|
No
| 28 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 105.7 |
2979.5
|
Yes
|
1200-TUZHR
|
Female
| 1 |
No
|
No
| 8 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 85.2 |
695.75
|
No
|
9365-CSLBQ
|
Male
| 0 |
No
|
Yes
| 71 |
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
| 24.35 |
1654.6
|
No
|
1334-FJSVR
|
Male
| 0 |
No
|
No
| 1 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 24.25 |
24.25
|
Yes
|
5884-FBCTL
|
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
|
No
|
Bank transfer (automatic)
| 25.1 |
1857.85
|
No
|
7130-CTCUS
|
Male
| 1 |
Yes
|
No
| 16 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 54.55 |
825.1
|
No
|
6242-FEGFD
|
Male
| 0 |
Yes
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Mailed check
| 96.6 |
6424.25
|
No
|
7625-XCQRH
|
Female
| 0 |
No
|
No
| 11 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 76.5 |
837.95
|
Yes
|
6194-HBGQN
|
Male
| 0 |
No
|
No
| 51 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 81.15 |
4126.2
|
No
|
7634-WSWDB
|
Female
| 0 |
No
|
Yes
| 8 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 38.5 |
330.8
|
No
|
6986-IXNDM
|
Male
| 0 |
No
|
No
| 14 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 92.9 |
1337.45
|
No
|
1731-TVIUK
|
Female
| 0 |
No
|
No
| 4 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 93.5 |
362.2
|
Yes
|
2987-BJXIK
|
Female
| 0 |
No
|
No
| 70 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Mailed check
| 84.7 |
5991.05
|
No
|
9769-TSBZE
|
Female
| 0 |
No
|
Yes
| 70 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Electronic check
| 66 |
4891.5
|
No
|
0406-BPDVR
|
Female
| 1 |
Yes
|
No
| 54 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 101.5 |
5373.1
|
Yes
|
0618-XWMSS
|
Male
| 0 |
No
|
Yes
| 28 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 74.9 |
2068.55
|
Yes
|
1395-WSWXR
|
Male
| 0 |
No
|
No
| 24 |
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
| 20.75 |
487.05
|
No
|
6023-GSSXW
|
Female
| 0 |
Yes
|
No
| 69 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 61.45 |
4131.2
|
No
|
6752-APNJL
|
Male
| 0 |
Yes
|
Yes
| 42 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 54.5 |
2301.15
|
No
|
5276-KQWHG
|
Female
| 1 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.6 |
131.65
|
Yes
|
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