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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3312-ZWLGF
|
Male
| 1 |
Yes
|
No
| 29 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.3 |
2414.55
|
No
|
6476-YHMGA
|
Female
| 0 |
Yes
|
Yes
| 15 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 76.5 |
1155.6
|
No
|
5287-QWLKY
|
Male
| 1 |
Yes
|
Yes
| 71 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 105.1 |
7548.1
|
Yes
|
0795-XCCTE
|
Male
| 1 |
No
|
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
|
Bank transfer (automatic)
| 25.4 |
1809.35
|
No
|
0168-XZKBB
|
Female
| 0 |
Yes
|
No
| 19 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 86.85 |
1564.4
|
No
|
3785-NRHYR
|
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
| 19.65 |
19.65
|
No
|
5196-SGOAK
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.7 |
75.7
|
Yes
|
4537-DKTAL
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 45.55 |
84.4
|
No
|
7072-MBHEV
|
Female
| 1 |
Yes
|
Yes
| 11 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 78.1 |
864.85
|
No
|
5602-BVFMK
|
Female
| 0 |
No
|
No
| 12 |
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 |
228.75
|
No
|
6297-NOOPG
|
Female
| 0 |
Yes
|
No
| 70 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 110.5 |
7752.05
|
No
|
1891-UAWWU
|
Female
| 1 |
Yes
|
No
| 20 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 90.8 |
1951
|
Yes
|
8204-TIFGJ
|
Female
| 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
|
Yes
|
Bank transfer (automatic)
| 20.3 |
470.6
|
No
|
8050-DVOJX
|
Male
| 1 |
No
|
No
| 49 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 81.35 |
4060.9
|
No
|
6108-OQZDQ
|
Female
| 0 |
Yes
|
Yes
| 4 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 97.95 |
384.5
|
Yes
|
0363-QJVFX
|
Male
| 0 |
No
|
No
| 32 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 108.15 |
3432.9
|
Yes
|
8903-XEBGX
|
Male
| 0 |
No
|
Yes
| 2 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 55.3 |
108.65
|
No
|
8169-SAEJD
|
Male
| 1 |
Yes
|
No
| 69 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 56.55 |
3952.65
|
No
|
9840-DVNDC
|
Male
| 0 |
No
|
No
| 6 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 80.5 |
463.05
|
Yes
|
1089-XZWHH
|
Female
| 0 |
Yes
|
Yes
| 24 |
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
| 19.7 |
494.05
|
No
|
2325-WINES
|
Female
| 0 |
No
|
No
| 32 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 104.05 |
3416.85
|
No
|
6064-ZATLR
|
Female
| 0 |
No
|
No
| 27 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 52.85 |
1498.65
|
No
|
3096-JRDSO
|
Female
| 1 |
Yes
|
No
| 27 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 104.3 |
2867.75
|
Yes
|
7824-PANSQ
|
Male
| 0 |
No
|
No
| 58 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 80.65 |
4807.35
|
No
|
8042-JVNFH
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 71.35 |
71.35
|
Yes
|
9648-BCHKM
|
Female
| 0 |
Yes
|
Yes
| 18 |
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)
| 24.65 |
471.35
|
No
|
2888-ADFAO
|
Female
| 0 |
Yes
|
Yes
| 47 |
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)
| 21.3 |
1041.8
|
No
|
8707-HOEDG
|
Female
| 0 |
Yes
|
Yes
| 70 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 110.2 |
7689.8
|
No
|
3374-LXDEV
|
Female
| 0 |
No
|
No
| 13 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 89.4 |
1132.35
|
Yes
|
4072-IPYLT
|
Female
| 0 |
Yes
|
Yes
| 36 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 51.05 |
1815
|
No
|
7167-PCEYD
|
Male
| 0 |
No
|
No
| 67 |
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
| 19.8 |
1311.3
|
No
|
4936-YPJNK
|
Female
| 0 |
No
|
No
| 10 |
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
| 19.9 |
199.45
|
No
|
1580-BMCMR
|
Male
| 1 |
No
|
No
| 19 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 87.3 |
1637.3
|
No
|
4817-KEQSP
|
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
|
Bank transfer (automatic)
| 19.85 |
1326.35
|
No
|
6408-WHTEF
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Mailed check
| 89.4 |
6376.55
|
No
|
9251-AWQGT
|
Female
| 0 |
Yes
|
Yes
| 48 |
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 |
935.9
|
No
|
8749-CLJXC
|
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
| 20.05 |
20.05
|
No
|
7989-VCQOH
|
Male
| 0 |
Yes
|
Yes
| 18 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 83.25 |
1611.15
|
No
|
5049-GLYVG
|
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
| 20.6 |
20.6
|
Yes
|
4199-QHJNM
|
Male
| 1 |
Yes
|
No
| 67 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 102.9 |
6989.7
|
No
|
8882-TLVRW
|
Male
| 0 |
Yes
|
Yes
| 69 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Mailed check
| 39.1 |
2779.5
|
No
|
5883-GTGVD
|
Male
| 0 |
No
|
No
| 19 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 99.95 |
1931.75
|
Yes
|
5135-GRQJV
|
Male
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Mailed check
| 114.5 |
8331.95
|
No
|
2384-OVPSA
|
Female
| 1 |
No
|
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
|
Mailed check
| 20.2 |
735.9
|
No
|
1371-WEPDS
|
Male
| 1 |
Yes
|
No
| 40 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
One year
|
No
|
Electronic check
| 55.8 |
2283.3
|
No
|
3580-GICBM
|
Female
| 0 |
Yes
|
Yes
| 61 |
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
| 24.2 |
1445.2
|
No
|
4817-QRJSX
|
Female
| 0 |
No
|
No
| 10 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 81 |
818.05
|
Yes
|
9730-DRTMJ
|
Male
| 0 |
Yes
|
No
| 32 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 72.8 |
2333.05
|
No
|
4686-UXDML
|
Female
| 0 |
No
|
No
| 21 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 99.85 |
1992.55
|
No
|
3349-ANQNH
|
Female
| 1 |
No
|
No
| 59 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 99.5 |
5890
|
No
|
2398-YPMUR
|
Female
| 1 |
Yes
|
No
| 13 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.15 |
916.75
|
Yes
|
0932-YIXYU
|
Female
| 0 |
No
|
No
| 47 |
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)
| 20.25 |
1029.8
|
No
|
7480-SPLEF
|
Male
| 0 |
Yes
|
Yes
| 69 |
Yes
|
Yes
|
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)
| 26 |
1796.55
|
No
|
7636-XUHWW
|
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
|
Yes
|
Credit card (automatic)
| 19.9 |
33.7
|
No
|
1431-CYWMH
|
Female
| 0 |
Yes
|
Yes
| 22 |
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)
| 19.05 |
454.05
|
No
|
5937-EORGB
|
Male
| 1 |
Yes
|
No
| 15 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 96.5 |
1392.25
|
No
|
6349-JDHQP
|
Female
| 0 |
No
|
No
| 53 |
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 |
1049.6
|
No
|
5539-HIVAK
|
Female
| 1 |
Yes
|
No
| 28 |
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
| 25.7 |
734.6
|
No
|
5847-MXBEO
|
Male
| 0 |
No
|
No
| 22 |
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
| 20.3 |
475.1
|
No
|
9985-MWVIX
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 70.15 |
70.15
|
Yes
|
4583-PARNH
|
Male
| 1 |
Yes
|
No
| 16 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 91.55 |
1540.05
|
No
|
1116-FRYVH
|
Female
| 0 |
Yes
|
Yes
| 48 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Mailed check
| 39.4 |
1978.65
|
No
|
1421-HCERK
|
Male
| 1 |
Yes
|
No
| 30 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 105.7 |
3181.8
|
No
|
9633-XQABV
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.25 |
229.7
|
No
|
0716-BQNDX
|
Male
| 1 |
No
|
No
| 57 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Electronic check
| 93.75 |
5625.55
|
No
|
1265-XTECC
|
Female
| 1 |
Yes
|
No
| 68 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 96.55 |
6581.9
|
Yes
|
1183-CANVH
|
Female
| 0 |
Yes
|
No
| 23 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 60 |
1347.15
|
No
|
1972-XMUWV
|
Female
| 0 |
Yes
|
No
| 65 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 59.8 |
3808.2
|
No
|
8679-LZBMD
|
Male
| 0 |
Yes
|
No
| 44 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 90.65 |
3974.15
|
No
|
3407-JMJQQ
|
Female
| 0 |
Yes
|
Yes
| 71 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 109 |
7661.8
|
No
|
6252-DFGTK
|
Female
| 0 |
Yes
|
No
| 37 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 68.1 |
2479.25
|
No
|
1539-LNKHM
|
Female
| 0 |
No
|
No
| 12 |
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
| 20.4 |
266.6
|
No
|
8645-KOMJQ
|
Male
| 0 |
Yes
|
Yes
| 69 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 81.95 |
5601.4
|
No
|
0289-IVARM
|
Female
| 0 |
No
|
No
| 35 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 60.55 |
1982.6
|
No
|
9761-XUJWD
|
Male
| 0 |
No
|
No
| 5 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 65.6 |
339.9
|
No
|
4057-FKCZK
|
Male
| 0 |
Yes
|
Yes
| 58 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 82.5 |
4828.05
|
No
|
4291-TPNFG
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 82.3 |
5980.55
|
No
|
6087-YPWHO
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Mailed check
| 68.15 |
4808.7
|
No
|
3090-QFUVD
|
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
|
Credit card (automatic)
| 20.3 |
20.3
|
No
|
2237-ZFSMY
|
Female
| 0 |
No
|
No
| 39 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Electronic check
| 95.55 |
3692.85
|
Yes
|
1722-LDZJS
|
Male
| 0 |
Yes
|
Yes
| 53 |
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)
| 20.2 |
1068.15
|
No
|
1818-ESQMW
|
Female
| 0 |
No
|
No
| 27 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 89.2 |
2383.6
|
No
|
4871-JTKJF
|
Female
| 1 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.65 |
69.65
|
Yes
|
1415-YFWLT
|
Female
| 1 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 89.3 |
89.3
|
Yes
|
7401-RUBNK
|
Female
| 0 |
Yes
|
No
| 18 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 74.8 |
1438.05
|
No
|
0506-YLVKJ
|
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
| 20.2 |
917.45
|
No
|
8661-BOYNW
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 84.4 |
6096.45
|
No
|
6711-VTNRE
|
Female
| 0 |
No
|
No
| 36 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 87.55 |
3078.1
|
Yes
|
4815-GBTCD
|
Female
| 0 |
Yes
|
No
| 4 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 25.15 |
99.95
|
No
|
2805-AUFQN
|
Female
| 0 |
No
|
No
| 25 |
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)
| 19.8 |
475.2
|
No
|
0980-PVMRC
|
Female
| 0 |
Yes
|
Yes
| 40 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 50.85 |
2036.55
|
No
|
7233-DRTRF
|
Male
| 0 |
Yes
|
No
| 63 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 102.4 |
6444.05
|
No
|
3500-RMZLT
|
Female
| 1 |
No
|
No
| 15 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 96.3 |
1426.75
|
Yes
|
3873-NFTGI
|
Male
| 0 |
No
|
No
| 14 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 55.5 |
767.55
|
No
|
1162-ECVII
|
Male
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 109.75 |
7932.5
|
No
|
7048-GXDAY
|
Male
| 0 |
No
|
No
| 39 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 106.4 |
4040.65
|
No
|
8571-ZCMCX
|
Female
| 0 |
Yes
|
Yes
| 47 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 60 |
2768.65
|
No
|
1169-WCVAK
|
Male
| 0 |
Yes
|
No
| 19 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 88.8 |
1672.35
|
No
|
4548-SDBKE
|
Female
| 0 |
No
|
No
| 5 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 85.2 |
474.8
|
Yes
|
8066-POXGX
|
Female
| 0 |
No
|
No
| 13 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 35.1 |
446.1
|
Yes
|
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