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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7020-OZKXZ
|
Female
| 1 |
No
|
No
| 9 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 75.5 |
637.4
|
No
|
3977-QCRSL
|
Female
| 0 |
No
|
No
| 5 |
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
| 20.15 |
117.95
|
No
|
0017-DINOC
|
Male
| 0 |
No
|
No
| 54 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Credit card (automatic)
| 45.2 |
2460.55
|
No
|
1447-PJGGA
|
Female
| 0 |
No
|
No
| 57 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 95.25 |
5464.65
|
Yes
|
8565-CLBZW
|
Male
| 0 |
No
|
No
| 24 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 89.85 |
2165.05
|
Yes
|
9139-WQQDY
|
Female
| 0 |
Yes
|
Yes
| 49 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
No
|
Mailed check
| 100.45 |
4941.8
|
Yes
|
0224-HJAPT
|
Male
| 0 |
No
|
No
| 5 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 47.15 |
223.15
|
Yes
|
8086-OVPWV
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 80.2 |
181.1
|
Yes
|
9430-FRQOC
|
Female
| 0 |
No
|
Yes
| 4 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 87.1 |
341.45
|
Yes
|
7639-OPLNG
|
Male
| 0 |
Yes
|
Yes
| 70 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 79.25 |
5731.85
|
No
|
3074-GQWYX
|
Male
| 0 |
No
|
No
| 5 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 75.9 |
357.75
|
Yes
|
1492-QGCLU
|
Male
| 0 |
Yes
|
Yes
| 53 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 85.7 |
4616.1
|
No
|
6845-RGTYS
|
Female
| 0 |
Yes
|
No
| 47 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 98.75 |
4533.7
|
Yes
|
7328-OWMOM
|
Female
| 0 |
No
|
Yes
| 31 |
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)
| 20.1 |
589.25
|
No
|
4418-LZMSV
|
Male
| 0 |
Yes
|
Yes
| 13 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 61.8 |
750.1
|
No
|
5155-AZQPB
|
Female
| 0 |
Yes
|
Yes
| 28 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 49.9 |
1410.25
|
No
|
8861-HGGKB
|
Female
| 0 |
No
|
No
| 10 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 86.45 |
830.85
|
Yes
|
1087-GRUYI
|
Male
| 0 |
Yes
|
No
| 38 |
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)
| 20.4 |
743.5
|
No
|
7065-YUNRY
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 45.3 |
45.3
|
Yes
|
7694-VLBWQ
|
Male
| 0 |
Yes
|
No
| 67 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 104.1 |
7040.85
|
Yes
|
2546-KZAAT
|
Male
| 0 |
Yes
|
No
| 52 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Mailed check
| 75.4 |
3865.45
|
No
|
0181-RITDD
|
Male
| 0 |
Yes
|
Yes
| 62 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Mailed check
| 108.15 |
6825.65
|
No
|
5989-PGKJB
|
Female
| 0 |
No
|
No
| 16 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 86.25 |
1340.1
|
No
|
4795-KTRTH
|
Female
| 1 |
Yes
|
No
| 5 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 81 |
371.65
|
Yes
|
8272-ONJLV
|
Male
| 0 |
No
|
No
| 12 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 95.7 |
1184
|
No
|
1488-PBLJN
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 116.85 |
8477.7
|
No
|
0308-GIQJT
|
Male
| 1 |
No
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 105.75 |
7382.85
|
No
|
3778-FOAQW
|
Female
| 0 |
Yes
|
No
| 24 |
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
| 20.15 |
456.85
|
No
|
4452-ROHMO
|
Female
| 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
|
Two year
|
No
|
Mailed check
| 19.6 |
331.6
|
No
|
6481-OGDOO
|
Male
| 0 |
Yes
|
No
| 67 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 90.6 |
6056.15
|
Yes
|
3090-LETTY
|
Male
| 0 |
No
|
Yes
| 2 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 60.95 |
134.6
|
No
|
5349-AZPEW
|
Female
| 0 |
Yes
|
Yes
| 5 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 25.05 |
125.5
|
No
|
3753-TSEMP
|
Female
| 0 |
Yes
|
No
| 15 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 88.15 |
1390.6
|
Yes
|
8305-VHZBZ
|
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
|
Yes
|
Mailed check
| 20.2 |
20.2
|
Yes
|
9720-JJJOR
|
Male
| 0 |
Yes
|
Yes
| 41 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 60.3 |
2511.3
|
No
|
8100-HZZLJ
|
Female
| 0 |
No
|
Yes
| 43 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 63.95 |
2737.05
|
No
|
8775-ERLNB
|
Male
| 1 |
Yes
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 74.3 |
74.3
|
No
|
8309-IEYJD
|
Female
| 1 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 70.6 |
70.6
|
No
|
9172-JITSM
|
Female
| 0 |
Yes
|
Yes
| 26 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 90.8 |
2361.8
|
Yes
|
6298-QDFNH
|
Male
| 0 |
No
|
No
| 22 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.35 |
1730.35
|
Yes
|
7398-HPYZQ
|
Male
| 0 |
Yes
|
No
| 71 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 90.55 |
6404
|
No
|
3546-GHEAE
|
Male
| 0 |
No
|
No
| 7 |
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 |
165.35
|
No
|
7361-YPXFS
|
Female
| 1 |
No
|
No
| 28 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 64.45 |
1867.6
|
No
|
6557-BZXLQ
|
Male
| 1 |
No
|
No
| 16 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 69.65 |
1043.3
|
No
|
2550-QHZGP
|
Male
| 0 |
No
|
No
| 7 |
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
| 19.5 |
128.6
|
No
|
7519-JTWQH
|
Female
| 0 |
No
|
No
| 69 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 110.5 |
7455.45
|
No
|
2538-OIMXF
|
Female
| 0 |
No
|
Yes
| 1 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 24.7 |
24.7
|
No
|
8543-MSDMF
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 77.4 |
206.15
|
No
|
9961-JBNMK
|
Male
| 1 |
No
|
No
| 21 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 96.8 |
2030.3
|
Yes
|
1170-SASML
|
Female
| 0 |
Yes
|
No
| 69 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 85.4 |
5869.4
|
No
|
4872-JCVCA
|
Female
| 0 |
Yes
|
No
| 71 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 47.6 |
3377.8
|
No
|
5346-BZCHP
|
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
|
Mailed check
| 19.4 |
1346.2
|
No
|
2038-LLMLM
|
Female
| 0 |
No
|
No
| 48 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 103.85 |
4946.05
|
No
|
6173-ITPWD
|
Male
| 0 |
Yes
|
No
| 47 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 83.35 |
4065
|
Yes
|
9734-UYXQI
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 49.4 |
106.55
|
Yes
|
1216-BGTSP
|
Male
| 0 |
No
|
No
| 45 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 108.45 |
4964.7
|
No
|
4138-NAXED
|
Male
| 0 |
No
|
No
| 51 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 81 |
4085.75
|
No
|
2189-UXTKY
|
Female
| 0 |
Yes
|
No
| 22 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 79.2 |
1742.75
|
Yes
|
0744-BIKKF
|
Male
| 0 |
No
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 86.65 |
6224.8
|
No
|
7483-IQWIB
|
Male
| 0 |
Yes
|
Yes
| 37 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 92.95 |
3415.25
|
No
|
5248-KWLAR
|
Male
| 0 |
Yes
|
Yes
| 71 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 90.35 |
6325.25
|
No
|
4958-GZWIY
|
Male
| 0 |
Yes
|
Yes
| 7 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 48.7 |
340.25
|
Yes
|
7996-MHXLW
|
Female
| 0 |
No
|
No
| 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)
| 25.15 |
1683.6
|
No
|
7833-PKIHD
|
Male
| 0 |
Yes
|
Yes
| 51 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 76.4 |
3966.3
|
No
|
7061-OVMIM
|
Female
| 0 |
Yes
|
Yes
| 30 |
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
No
|
Bank transfer (automatic)
| 19.55 |
608.5
|
No
|
5153-RTHKF
|
Female
| 0 |
No
|
No
| 34 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 85.35 |
2896.6
|
No
|
1852-QSWCD
|
Male
| 0 |
Yes
|
Yes
| 64 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
Yes
|
Mailed check
| 24.8 |
1514.85
|
No
|
4832-VRBMR
|
Male
| 1 |
Yes
|
No
| 65 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 103.15 |
6792.45
|
No
|
9079-LWTFD
|
Male
| 0 |
No
|
No
| 47 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
No
|
Mailed check
| 100.75 |
4669.2
|
No
|
6356-ELRKD
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.6 |
95.6
|
Yes
|
8624-GIOUT
|
Female
| 0 |
No
|
No
| 49 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 59.75 |
2934.3
|
Yes
|
3392-EHMNK
|
Female
| 0 |
Yes
|
Yes
| 67 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Credit card (automatic)
| 94.1 |
6302.8
|
No
|
5986-WWXDV
|
Male
| 0 |
No
|
Yes
| 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
|
Bank transfer (automatic)
| 19.35 |
779.2
|
No
|
3061-BCKYI
|
Male
| 0 |
No
|
No
| 14 |
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
| 19.9 |
283.75
|
No
|
6179-GJPSO
|
Female
| 1 |
No
|
No
| 43 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 108.15 |
4600.7
|
Yes
|
7901-TBKJX
|
Male
| 1 |
No
|
No
| 56 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101.05 |
5594
|
No
|
7228-PAQPD
|
Female
| 0 |
No
|
No
| 14 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 59.1 |
772.85
|
No
|
3177-LASXD
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 71.35 |
71.35
|
Yes
|
7746-QYVCO
|
Male
| 0 |
Yes
|
Yes
| 16 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Mailed check
| 55.85 |
857.8
|
No
|
5804-HYIEZ
|
Male
| 0 |
Yes
|
Yes
| 70 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 106.05 |
7554.05
|
No
|
9919-FZDED
|
Male
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 84.1 |
5981.65
|
No
|
5934-TSSAU
|
Female
| 0 |
Yes
|
Yes
| 23 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 75.3 |
1702.9
|
No
|
3486-KHMLI
|
Male
| 0 |
No
|
Yes
| 21 |
Yes
|
Yes
|
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
| 24.7 |
467.15
|
No
|
4897-QSUYC
|
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
|
Yes
|
Mailed check
| 20.15 |
20.15
|
Yes
|
1084-UQCHV
|
Male
| 0 |
No
|
Yes
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 69.75 |
69.75
|
Yes
|
8290-YWKHZ
|
Female
| 1 |
Yes
|
No
| 32 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 93.2 |
2931
|
Yes
|
2955-BJZHG
|
Male
| 0 |
Yes
|
Yes
| 17 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 80.85 |
1400.85
|
Yes
|
3806-DXQOM
|
Female
| 0 |
No
|
No
| 4 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 33.65 |
137.85
|
Yes
|
6784-XYJAE
|
Female
| 0 |
No
|
No
| 36 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Electronic check
| 55.8 |
1941.5
|
No
|
3933-DQPWX
|
Female
| 0 |
No
|
No
| 50 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 39.7 |
1932.75
|
No
|
6661-EIPZC
|
Female
| 0 |
Yes
|
Yes
| 48 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 29.5 |
1423.05
|
No
|
8957-THMOA
|
Female
| 0 |
No
|
Yes
| 50 |
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)
| 20.15 |
970.85
|
No
|
2251-PYLPB
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 79.55 |
5810.9
|
No
|
5555-RNPGT
|
Male
| 0 |
No
|
Yes
| 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
|
No
|
Credit card (automatic)
| 24.8 |
223.9
|
No
|
1057-FOGLZ
|
Female
| 0 |
No
|
No
| 18 |
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
| 19.65 |
391.7
|
No
|
9300-RENDD
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.95 |
79.95
|
Yes
|
0761-AETCS
|
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
|
Electronic check
| 19.3 |
19.3
|
Yes
|
8087-LGYHQ
|
Male
| 0 |
No
|
No
| 9 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.05 |
811.65
|
No
|
4137-BTIKL
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 90.75 |
174.75
|
No
|
2190-BCXEC
|
Female
| 0 |
Yes
|
No
| 40 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 78.85 |
3126.85
|
No
|
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