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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7921-LMDFQ
|
Male
| 1 |
No
|
No
| 51 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 94 |
4905.75
|
No
|
2925-MXLSX
|
Female
| 0 |
No
|
No
| 30 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 68.95 |
2038.7
|
No
|
5820-PTRYM
|
Female
| 1 |
Yes
|
No
| 56 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 68.45 |
4014
|
No
|
9609-BENEA
|
Male
| 0 |
Yes
|
No
| 35 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Electronic check
| 69 |
2441.7
|
No
|
6211-WHMYA
|
Female
| 1 |
No
|
No
| 64 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 43.85 |
2751
|
No
|
4459-BBGHE
|
Male
| 0 |
No
|
Yes
| 30 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 44.5 |
1307.8
|
No
|
9945-PSVIP
|
Female
| 0 |
Yes
|
Yes
| 25 |
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
| 18.7 |
383.65
|
No
|
1041-RXHRA
|
Female
| 0 |
No
|
No
| 41 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 70.25 |
2868.05
|
Yes
|
1750-CSKKM
|
Male
| 0 |
No
|
Yes
| 9 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 55.35 |
449.75
|
Yes
|
9108-EJFJP
|
Female
| 0 |
Yes
|
No
| 1 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 53.55 |
53.55
|
No
|
0530-IJVDB
|
Male
| 0 |
No
|
Yes
| 70 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 114.6 |
7882.5
|
No
|
0508-SQWPL
|
Female
| 0 |
Yes
|
Yes
| 57 |
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)
| 20.1 |
1087.7
|
No
|
2215-ZAFGX
|
Male
| 0 |
No
|
No
| 9 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 85.5 |
791.7
|
No
|
8213-TAZPM
|
Female
| 0 |
Yes
|
Yes
| 69 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 108.75 |
7493.05
|
No
|
7142-HVGBG
|
Male
| 1 |
Yes
|
No
| 43 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 103 |
4414.3
|
Yes
|
1304-SEGFY
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 97.85 |
6841.3
|
No
|
7242-EDTYC
|
Male
| 0 |
No
|
Yes
| 44 |
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)
| 19.55 |
819.95
|
No
|
2904-GGUAZ
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 84.05 |
6052.25
|
No
|
8267-ZNYVZ
|
Female
| 0 |
Yes
|
No
| 33 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 103.75 |
3361.05
|
Yes
|
5136-GFPMB
|
Male
| 0 |
No
|
No
| 54 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 89.4 |
4869.5
|
No
|
2595-KIWPV
|
Male
| 0 |
No
|
Yes
| 27 |
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 |
509.3
|
No
|
5243-SAOTC
|
Male
| 0 |
No
|
No
| 54 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 79.85 |
4308.25
|
No
|
9398-MMQTO
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 74.45 |
221.1
|
No
|
7619-PLRLP
|
Female
| 0 |
Yes
|
No
| 53 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 74.1 |
3833.95
|
No
|
6457-GIRWB
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.35 |
69.35
|
Yes
|
6508-NJYRO
|
Male
| 0 |
Yes
|
No
| 15 |
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 |
294.95
|
No
|
1450-SKCVI
|
Female
| 0 |
No
|
No
| 56 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 73.85 |
4092.85
|
Yes
|
4710-NKCAW
|
Male
| 0 |
Yes
|
Yes
| 5 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 64.4 |
316.9
|
No
|
5306-BVTKJ
|
Male
| 0 |
Yes
|
Yes
| 48 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 55.8 |
2651.2
|
No
|
0357-NVCRI
|
Female
| 0 |
No
|
Yes
| 25 |
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)
| 20.05 |
471.7
|
No
|
5570-PTWEH
|
Female
| 0 |
Yes
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 75.15 |
216.75
|
Yes
|
2371-KFUOG
|
Male
| 0 |
No
|
No
| 58 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 99.15 |
5720.95
|
No
|
0463-ZSDNT
|
Male
| 0 |
No
|
No
| 10 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 56.75 |
503.25
|
No
|
6502-MJQAE
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.6 |
69.6
|
Yes
|
6257-DTAYD
|
Male
| 0 |
Yes
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 104.15 |
7365.3
|
No
|
4616-ULAOA
|
Female
| 0 |
Yes
|
Yes
| 65 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 110.8 |
7245.9
|
No
|
7693-LCKZL
|
Male
| 0 |
Yes
|
Yes
| 5 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 80.15 |
385
|
Yes
|
7746-AWNQW
|
Female
| 0 |
No
|
No
| 28 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 35.75 |
961.4
|
No
|
5996-EBTKM
|
Female
| 0 |
Yes
|
Yes
| 67 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 69.9 |
4615.9
|
No
|
2758-RNWXS
|
Male
| 0 |
No
|
No
| 35 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Electronic check
| 89.2 |
3251.3
|
No
|
2314-TNDJQ
|
Female
| 0 |
Yes
|
Yes
| 72 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 55.65 |
3880.05
|
No
|
2405-LBMUW
|
Female
| 0 |
Yes
|
Yes
| 61 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 50.7 |
3088.75
|
No
|
3454-JFUBC
|
Male
| 1 |
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
|
Yes
|
Credit card (automatic)
| 20 |
1396
|
No
|
0032-PGELS
|
Female
| 0 |
Yes
|
Yes
| 1 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 30.5 |
30.5
|
Yes
|
9039-ZVJDC
|
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
|
Mailed check
| 19.1 |
53.05
|
No
|
6797-LNAQX
|
Male
| 0 |
Yes
|
Yes
| 70 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 98.3 |
6859.5
|
Yes
|
9013-AQORL
|
Female
| 0 |
No
|
Yes
| 48 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 45.55 |
2108.35
|
No
|
2898-MRKPI
|
Male
| 0 |
Yes
|
Yes
| 68 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 101.05 |
6770.5
|
No
|
2750-BJLSB
|
Female
| 0 |
No
|
No
| 47 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 103.7 |
4730.6
|
No
|
3648-GZPHF
|
Male
| 0 |
Yes
|
Yes
| 32 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
Yes
|
Mailed check
| 36.25 |
1151.05
|
No
|
2075-RMJIK
|
Female
| 0 |
Yes
|
Yes
| 5 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 49.4 |
232.55
|
No
|
9588-YRFHY
|
Male
| 0 |
No
|
No
| 49 |
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)
| 19.9 |
1022.6
|
No
|
6394-MFYNG
|
Female
| 0 |
No
|
No
| 48 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 107.4 |
5121.3
|
Yes
|
1564-NTYXF
|
Female
| 1 |
No
|
No
| 13 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 82 |
1127.2
|
Yes
|
9364-YKUVW
|
Male
| 0 |
No
|
No
| 15 |
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
| 19.8 |
309.4
|
No
|
5392-AKEMH
|
Female
| 0 |
No
|
No
| 12 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 45.05 |
523.1
|
No
|
2451-YMUXS
|
Male
| 1 |
No
|
No
| 67 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 64.55 |
4250.1
|
No
|
3914-FDRHP
|
Male
| 0 |
No
|
No
| 9 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 86.25 |
770.5
|
No
|
3078-ZKNTS
|
Female
| 0 |
Yes
|
Yes
| 13 |
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)
| 19.75 |
246.7
|
No
|
1024-KPRBB
|
Female
| 0 |
No
|
No
| 38 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Mailed check
| 89.1 |
3342
|
No
|
4690-PKDQG
|
Female
| 1 |
Yes
|
No
| 42 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 95.55 |
3930.6
|
No
|
8155-IBNHG
|
Female
| 0 |
Yes
|
No
| 24 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 75.4 |
1747.85
|
Yes
|
0886-QGENL
|
Female
| 1 |
Yes
|
No
| 27 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101.25 |
2754.45
|
Yes
|
9547-ITEFG
|
Male
| 0 |
Yes
|
Yes
| 9 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 102.6 |
897.75
|
No
|
1264-FUHCX
|
Female
| 0 |
Yes
|
No
| 49 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 56.3 |
2780.6
|
No
|
7789-CRUVC
|
Female
| 1 |
Yes
|
No
| 61 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 94.2 |
5895.45
|
No
|
6598-KELSS
|
Male
| 0 |
No
|
Yes
| 50 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 43.05 |
2208.05
|
No
|
8739-WWKDU
|
Male
| 1 |
No
|
No
| 25 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 89.5 |
2196.15
|
Yes
|
8685-WHQPW
|
Female
| 1 |
No
|
No
| 22 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 74.4 |
1692.6
|
Yes
|
4745-LSPLO
|
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
| 20.5 |
20.5
|
Yes
|
8083-YTZES
|
Male
| 0 |
No
|
No
| 4 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.35 |
265.35
|
Yes
|
7240-FQLHE
|
Female
| 1 |
Yes
|
No
| 18 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 99.75 |
1836.25
|
Yes
|
6664-FPDAC
|
Female
| 1 |
No
|
No
| 56 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 111.95 |
6418.9
|
Yes
|
9972-VAFJJ
|
Female
| 1 |
Yes
|
No
| 53 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Electronic check
| 94 |
4871.45
|
No
|
0422-UXFAP
|
Female
| 0 |
Yes
|
No
| 51 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 98.85 |
4947.55
|
No
|
1904-WAJAA
|
Female
| 0 |
Yes
|
Yes
| 24 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Two year
|
No
|
Electronic check
| 64.35 |
1558.65
|
No
|
5130-YPIRV
|
Female
| 0 |
Yes
|
No
| 62 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 72 |
4284.2
|
No
|
2843-CQMEG
|
Male
| 0 |
No
|
No
| 24 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 49.7 |
1218.25
|
No
|
6439-PKTRR
|
Female
| 0 |
Yes
|
Yes
| 70 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Electronic check
| 80.7 |
5617.95
|
No
|
5351-QESIO
|
Male
| 0 |
No
|
Yes
| 1 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 24.2 |
24.2
|
No
|
0786-VSSUD
|
Male
| 1 |
No
|
No
| 16 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 39 |
679.85
|
Yes
|
5568-DMXZS
|
Female
| 0 |
No
|
No
| 8 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 65.45 |
554.45
|
No
|
8468-FZTOE
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Electronic check
| 74.35 |
5237.4
|
No
|
6633-SYEUS
|
Female
| 0 |
No
|
No
| 23 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 83.2 |
2032.3
|
No
|
6447-GORXK
|
Male
| 0 |
No
|
Yes
| 31 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 25 |
789.2
|
No
|
6967-PEJLL
|
Male
| 0 |
Yes
|
Yes
| 37 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
Yes
|
Electronic check
| 40.2 |
1525.35
|
No
|
3976-BWUCK
|
Female
| 0 |
Yes
|
No
| 30 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 94.1 |
2804.45
|
Yes
|
5981-ZVXOT
|
Female
| 1 |
No
|
No
| 35 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 108.35 |
3726.15
|
No
|
1684-FLBGS
|
Female
| 0 |
Yes
|
Yes
| 23 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 69.5 |
1652.1
|
No
|
1389-WNUIB
|
Female
| 0 |
Yes
|
Yes
| 20 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 76 |
1588.75
|
No
|
0376-OIWME
|
Male
| 0 |
Yes
|
No
| 36 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 93.6 |
3366.05
|
No
|
3585-ISXZP
|
Female
| 0 |
No
|
No
| 8 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 95.65 |
778.1
|
Yes
|
0218-QNVAS
|
Male
| 0 |
Yes
|
Yes
| 71 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 100.55 |
7113.75
|
No
|
6583-QGCSI
|
Female
| 1 |
Yes
|
No
| 50 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 88.05 |
4367.35
|
Yes
|
0804-YGEQV
|
Female
| 0 |
Yes
|
Yes
| 43 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
Yes
|
Bank transfer (automatic)
| 24.45 |
993.15
|
No
|
7164-BPTUT
|
Male
| 0 |
No
|
Yes
| 57 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Mailed check
| 89.55 |
5012.35
|
No
|
4174-LPGTI
|
Female
| 0 |
Yes
|
Yes
| 41 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 66.5 |
2728.6
|
Yes
|
2523-EWWZL
|
Female
| 0 |
Yes
|
No
| 27 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 76.1 |
2093.4
|
No
|
0928-XUTSN
|
Female
| 0 |
No
|
No
| 13 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 80.5 |
1011.8
|
No
|
2108-XWMPY
|
Male
| 0 |
No
|
No
| 3 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 35.45 |
106.85
|
Yes
|
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