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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8316-BBQAY
|
Female
| 0 |
No
|
No
| 65 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 59.95 |
3921.1
|
No
|
1166-PQLGG
|
Female
| 0 |
Yes
|
Yes
| 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)
| 19.55 |
1463.45
|
No
|
3146-JTQHR
|
Male
| 0 |
Yes
|
No
| 10 |
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)
| 19.6 |
189.45
|
No
|
4291-YZODP
|
Female
| 0 |
No
|
Yes
| 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
| 20.05 |
96.8
|
No
|
4395-PZMSN
|
Male
| 1 |
No
|
No
| 5 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85.55 |
408.5
|
No
|
6427-FEFIG
|
Female
| 0 |
Yes
|
Yes
| 24 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 78.6 |
1846.65
|
No
|
0017-IUDMW
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 116.8 |
8456.75
|
No
|
8706-HRADD
|
Male
| 0 |
No
|
No
| 21 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 43.55 |
1011.5
|
No
|
9955-QOPOY
|
Male
| 0 |
Yes
|
No
| 69 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 60.8 |
4263.4
|
No
|
4385-ZKVNW
|
Male
| 0 |
Yes
|
Yes
| 44 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 54.9 |
2549.1
|
No
|
5446-DKWYW
|
Female
| 1 |
Yes
|
Yes
| 61 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
One year
|
Yes
|
Electronic check
| 65.2 |
3965.05
|
No
|
2034-CGRHZ
|
Male
| 1 |
No
|
No
| 24 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 102.95 |
2496.7
|
Yes
|
5797-APWZC
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 90.6 |
90.6
|
Yes
|
3683-QKIUE
|
Female
| 0 |
No
|
No
| 6 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 50.8 |
288.05
|
Yes
|
4228-ZGYUW
|
Male
| 0 |
No
|
No
| 4 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 90.05 |
368.1
|
Yes
|
9031-ZVQPT
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 108.2 |
7840.6
|
No
|
2990-IAJSV
|
Male
| 0 |
No
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 92 |
6632.75
|
No
|
8107-KNCIM
|
Male
| 1 |
Yes
|
No
| 14 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.1 |
1013.35
|
No
|
9027-YFHQJ
|
Male
| 0 |
No
|
No
| 7 |
Yes
|
Yes
|
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)
| 25.05 |
152.95
|
No
|
5176-LDKUH
|
Female
| 0 |
No
|
No
| 48 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
One year
|
No
|
Electronic check
| 75.15 |
3772.65
|
No
|
4644-OBGFZ
|
Male
| 0 |
Yes
|
Yes
| 55 |
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 |
1026.35
|
No
|
7926-IJOOU
|
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
|
Credit card (automatic)
| 19.3 |
19.3
|
No
|
6480-YAGIY
|
Male
| 0 |
No
|
No
| 45 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 112.2 |
5031.85
|
No
|
4029-HPFVY
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 70.3 |
220.4
|
No
|
7602-DBTOU
|
Female
| 0 |
Yes
|
No
| 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
|
Mailed check
| 19.6 |
1416.5
|
No
|
5345-BMKWB
|
Male
| 0 |
Yes
|
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
| 20.25 |
158.35
|
No
|
3519-ZKXGG
|
Female
| 0 |
Yes
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.85 |
256.6
|
Yes
|
5457-COLHT
|
Male
| 0 |
Yes
|
Yes
| 69 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 80.65 |
5542.55
|
No
|
6416-TVAIH
|
Male
| 0 |
Yes
|
Yes
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 68.5 |
68.5
|
Yes
|
5451-YHYPW
|
Female
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 115.75 |
8443.7
|
No
|
5108-ADXWO
|
Male
| 0 |
No
|
No
| 11 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 73.5 |
791.75
|
Yes
|
7998-WNZEM
|
Male
| 0 |
No
|
No
| 71 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 80.6 |
5708.2
|
No
|
3066-RRJIO
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 69.95 |
69.95
|
Yes
|
4664-NJCMS
|
Female
| 0 |
Yes
|
No
| 33 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 59.55 |
2016.3
|
No
|
0307-BCOPK
|
Female
| 0 |
No
|
No
| 16 |
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
| 19.05 |
326.65
|
No
|
7629-WFGLW
|
Female
| 1 |
Yes
|
No
| 56 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
One year
|
No
|
Electronic check
| 95.65 |
5471.75
|
No
|
2542-HYGIQ
|
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)
| 19.95 |
19.95
|
No
|
6715-OFDBP
|
Male
| 0 |
No
|
No
| 5 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 70.05 |
346.4
|
Yes
|
5016-LIPDW
|
Male
| 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
|
One year
|
No
|
Mailed check
| 19.4 |
1061.6
|
No
|
6481-LXPWL
|
Male
| 0 |
Yes
|
Yes
| 56 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 36.1 |
1971.5
|
No
|
1567-DSCIC
|
Male
| 0 |
No
|
No
| 8 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 94 |
773.65
|
Yes
|
2150-UWTFY
|
Female
| 0 |
Yes
|
Yes
| 22 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 61.15 |
1422.05
|
Yes
|
6124-ACRHJ
|
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
| 19.75 |
19.75
|
No
|
9362-MWODR
|
Female
| 0 |
No
|
Yes
| 40 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 64.1 |
2460.35
|
No
|
9975-GPKZU
|
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
|
No
|
Credit card (automatic)
| 19.75 |
856.5
|
No
|
9625-RZFUK
|
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
|
No
|
Mailed check
| 19.7 |
1275.85
|
No
|
5153-LXKDT
|
Male
| 0 |
Yes
|
Yes
| 68 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 110.2 |
7467.5
|
No
|
5161-UBZXI
|
Male
| 0 |
Yes
|
Yes
| 69 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 106.35 |
7261.75
|
No
|
1020-JPQOW
|
Female
| 0 |
Yes
|
No
| 56 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 90.55 |
5116.6
|
No
|
7919-ZODZZ
|
Female
| 0 |
Yes
|
Yes
| 10 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
One year
|
Yes
|
Mailed check
| 65.9 |
660.05
|
No
|
0565-JUPYD
|
Male
| 0 |
No
|
No
| 63 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
No
|
Credit card (automatic)
| 104.5 |
6590.8
|
No
|
6867-ACCZI
|
Female
| 0 |
Yes
|
Yes
| 24 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Mailed check
| 52.5 |
1208.15
|
No
|
5939-XAIXZ
|
Female
| 0 |
No
|
No
| 19 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 56.1 |
1033.9
|
No
|
9054-FOWNV
|
Male
| 0 |
Yes
|
Yes
| 22 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 88.75 |
1885.15
|
No
|
2683-BPJSO
|
Male
| 0 |
Yes
|
No
| 29 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 84.45 |
2467.1
|
Yes
|
2157-MXBJS
|
Male
| 0 |
Yes
|
No
| 13 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Mailed check
| 75.3 |
989.45
|
Yes
|
8207-VVMYB
|
Female
| 0 |
Yes
|
No
| 70 |
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 |
2006.95
|
No
|
9732-EQMWY
|
Female
| 0 |
Yes
|
No
| 49 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 99.4 |
5025
|
No
|
9360-AHGNL
|
Female
| 1 |
Yes
|
No
| 43 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Mailed check
| 109.55 |
4830.25
|
Yes
|
1087-UDSIH
|
Female
| 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
| 19.6 |
59.75
|
Yes
|
5269-NRGDP
|
Male
| 0 |
Yes
|
Yes
| 42 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 73.15 |
3088.25
|
No
|
6195-MELTI
|
Male
| 0 |
No
|
No
| 57 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Mailed check
| 54.65 |
3134.7
|
No
|
5485-WUYWF
|
Male
| 1 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 66.4 |
94.55
|
Yes
|
2121-JAFOM
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 115.55 |
8312.4
|
No
|
8818-DOPVL
|
Female
| 1 |
No
|
No
| 46 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 104.45 |
4863.85
|
No
|
2632-UCGVD
|
Male
| 1 |
Yes
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 100.05 |
6871.9
|
Yes
|
5445-PZWGX
|
Male
| 0 |
No
|
No
| 62 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Yes
|
One year
|
No
|
Electronic check
| 102 |
6529.25
|
Yes
|
1227-UDMZR
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 91.15 |
6637.9
|
No
|
5198-HQAEN
|
Male
| 0 |
Yes
|
Yes
| 35 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Electronic check
| 89.7 |
3165.6
|
No
|
9170-CCKOU
|
Male
| 0 |
Yes
|
No
| 17 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 90.2 |
1454.15
|
Yes
|
2167-FQSTQ
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 92.4 |
6786.1
|
No
|
2819-GWENI
|
Female
| 0 |
Yes
|
Yes
| 28 |
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 |
543
|
No
|
1043-YCUTE
|
Male
| 0 |
Yes
|
No
| 56 |
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 |
1327.15
|
Yes
|
3814-MLAXC
|
Female
| 0 |
No
|
No
| 31 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 79.85 |
2404.15
|
Yes
|
3572-UUHRS
|
Male
| 0 |
No
|
No
| 45 |
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)
| 18.85 |
867.3
|
No
|
2692-PFYTJ
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
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
| 25.75 |
25.75
|
No
|
1226-UDFZR
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 49.6 |
114.7
|
Yes
|
5955-EPOAZ
|
Female
| 0 |
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
|
Yes
|
Mailed check
| 20.95 |
109.5
|
No
|
6821-JPCDC
|
Female
| 0 |
Yes
|
No
| 48 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 97.05 |
4692.95
|
No
|
8815-LMFLX
|
Male
| 0 |
Yes
|
Yes
| 25 |
Yes
|
Yes
|
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)
| 25.4 |
546.85
|
No
|
9135-HSWOC
|
Male
| 0 |
Yes
|
Yes
| 64 |
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)
| 19.7 |
1274.05
|
No
|
8582-KRHPJ
|
Male
| 0 |
No
|
No
| 50 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 35 |
1782.4
|
No
|
5811-IWXYM
|
Female
| 0 |
Yes
|
Yes
| 52 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 101.25 |
5301.1
|
No
|
7044-YAACC
|
Male
| 1 |
Yes
|
No
| 4 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.2 |
280.35
|
No
|
8189-XRIKE
|
Female
| 1 |
No
|
No
| 32 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 90.95 |
2897.95
|
No
|
1506-YJTYT
|
Male
| 0 |
Yes
|
Yes
| 45 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Credit card (automatic)
| 73.85 |
3371
|
No
|
4123-DVHPH
|
Male
| 0 |
Yes
|
No
| 9 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 88.05 |
801.3
|
No
|
6425-YQLLO
|
Female
| 1 |
Yes
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 105.95 |
6975.25
|
Yes
|
5442-UTCVD
|
Male
| 0 |
No
|
Yes
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 91.85 |
257.05
|
Yes
|
2228-BZDEE
|
Female
| 0 |
No
|
No
| 54 |
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
| 20.1 |
1079.45
|
No
|
7734-DBOAI
|
Female
| 0 |
Yes
|
Yes
| 1 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 40.1 |
40.1
|
Yes
|
2789-CZANW
|
Female
| 0 |
Yes
|
Yes
| 64 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 110.3 |
6997.3
|
No
|
2091-RFFBA
|
Female
| 1 |
No
|
No
| 31 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 73.9 |
2217.15
|
Yes
|
2114-MGINA
|
Female
| 0 |
No
|
No
| 14 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 89.8 |
1129.1
|
Yes
|
7596-LDUXP
|
Female
| 0 |
No
|
No
| 12 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 85.15 |
979.05
|
No
|
3740-RLMVT
|
Male
| 1 |
Yes
|
No
| 67 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 60.95 |
4119.4
|
No
|
4489-SNOJF
|
Female
| 0 |
Yes
|
Yes
| 35 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 72.25 |
2568.55
|
Yes
|
2192-OZITF
|
Female
| 0 |
No
|
No
| 45 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Mailed check
| 73.55 |
3349.1
|
No
|
5651-CPDND
|
Male
| 0 |
No
|
No
| 10 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 46 |
492.1
|
No
|
2186-QZEYA
|
Female
| 1 |
No
|
No
| 29 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 58.55 |
1718.95
|
No
|
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