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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
5443-SCMKX
|
Female
| 0 |
Yes
|
No
| 58 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
One year
|
Yes
|
Electronic check
| 94.3 |
5610.15
|
No
|
8295-KMENE
|
Female
| 0 |
Yes
|
Yes
| 59 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Mailed check
| 76.45 |
4519.5
|
No
|
6738-ISCBM
|
Male
| 0 |
No
|
No
| 44 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 54 |
2440.25
|
No
|
9821-BESNZ
|
Male
| 0 |
No
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 104.25 |
6860.6
|
No
|
3678-MNGZX
|
Male
| 0 |
Yes
|
Yes
| 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
|
Bank transfer (automatic)
| 19.95 |
1377.7
|
No
|
1335-NTIUC
|
Male
| 0 |
No
|
No
| 9 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 24.95 |
190.25
|
No
|
2916-BQZLN
|
Male
| 0 |
No
|
No
| 19 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 84.75 |
1651.95
|
No
|
4558-CGYCZ
|
Male
| 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
|
No
|
Mailed check
| 19.75 |
78.3
|
No
|
2368-GAKKQ
|
Female
| 0 |
No
|
No
| 70 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 113.65 |
7939.25
|
No
|
8710-YGLWG
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 44.9 |
44.9
|
No
|
3199-XGZCY
|
Female
| 0 |
No
|
No
| 8 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.25 |
576.7
|
No
|
3785-KTYSH
|
Male
| 0 |
No
|
No
| 53 |
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
| 24.6 |
1279
|
No
|
6814-ZPWFQ
|
Male
| 1 |
No
|
No
| 51 |
Yes
|
Yes
|
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)
| 25 |
1260.7
|
No
|
4063-EIKNQ
|
Male
| 0 |
Yes
|
Yes
| 11 |
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)
| 20.95 |
267.35
|
No
|
6993-YCOBK
|
Male
| 0 |
Yes
|
Yes
| 60 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 110.6 |
6586.85
|
No
|
5206-HPJKM
|
Male
| 0 |
No
|
No
| 17 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 55.5 |
934.15
|
No
|
7587-RZNME
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 43.3 |
123.65
|
Yes
|
0748-RDGGM
|
Male
| 0 |
Yes
|
No
| 70 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 109.5 |
7534.65
|
Yes
|
8393-JMVMB
|
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
| 19.45 |
19.45
|
No
|
5019-GQVCR
|
Male
| 1 |
No
|
No
| 43 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 84.85 |
3645.6
|
No
|
6036-TTFYU
|
Female
| 0 |
Yes
|
No
| 16 |
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
| 19.6 |
314.45
|
No
|
2550-AEVRU
|
Female
| 0 |
Yes
|
Yes
| 57 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
One year
|
No
|
Electronic check
| 53.45 |
3053
|
No
|
0969-RGKCU
|
Male
| 0 |
Yes
|
Yes
| 37 |
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)
| 19.8 |
677.05
|
No
|
0378-CJKPV
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 112.1 |
7965.95
|
No
|
4706-AXVKM
|
Female
| 1 |
No
|
No
| 11 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 84.8 |
906.85
|
Yes
|
5889-JTMUL
|
Female
| 1 |
Yes
|
No
| 50 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 95.05 |
4888.7
|
Yes
|
9026-RNUJS
|
Male
| 1 |
No
|
No
| 5 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 50.35 |
237.25
|
Yes
|
3746-EUBYR
|
Male
| 0 |
Yes
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 74.6 |
74.6
|
Yes
|
2332-EFBJY
|
Male
| 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
|
Month-to-month
|
Yes
|
Mailed check
| 19.7 |
342.4
|
Yes
|
2880-FPNAE
|
Male
| 1 |
Yes
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.2 |
140.1
|
No
|
1703-MGIAB
|
Female
| 0 |
No
|
No
| 17 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 69 |
1108
|
No
|
4311-QTTAI
|
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
|
Credit card (automatic)
| 19.35 |
295.55
|
No
|
9474-PHLYD
|
Female
| 0 |
No
|
No
| 15 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 59.45 |
892.65
|
Yes
|
4318-RAJVY
|
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
|
One year
|
Yes
|
Mailed check
| 19.8 |
198.25
|
No
|
2165-VOEGB
|
Female
| 0 |
No
|
Yes
| 46 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 105.2 |
4822.85
|
Yes
|
3612-YUNGG
|
Male
| 0 |
Yes
|
Yes
| 64 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 109.2 |
6741.15
|
No
|
2254-DLXRI
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 79.15 |
79.15
|
No
|
5062-CJJKH
|
Male
| 0 |
Yes
|
Yes
| 25 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Mailed check
| 53.65 |
1355.45
|
No
|
9028-LIHRP
|
Male
| 0 |
Yes
|
Yes
| 71 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Credit card (automatic)
| 100.2 |
7209
|
No
|
2219-MVUSO
|
Male
| 0 |
No
|
No
| 8 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 45.15 |
438.4
|
Yes
|
1053-MXTTK
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 108.65 |
7726.35
|
No
|
1530-ZTDOZ
|
Female
| 0 |
Yes
|
No
| 49 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 40.65 |
2070.75
|
No
|
1301-LOPVR
|
Male
| 0 |
Yes
|
Yes
| 29 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 55.35 |
1636.95
|
No
|
0853-TWRVK
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 105.6 |
7581.5
|
No
|
8914-RBTSB
|
Male
| 0 |
Yes
|
No
| 31 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 93.8 |
3019.5
|
Yes
|
6212-ATMLK
|
Female
| 0 |
No
|
No
| 50 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.7 |
4729.75
|
No
|
8200-LGKSR
|
Male
| 0 |
Yes
|
No
| 71 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 83.2 |
6126.1
|
No
|
1568-BEKZM
|
Male
| 1 |
Yes
|
No
| 70 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 90.05 |
6333.4
|
No
|
0670-ANMUU
|
Male
| 0 |
No
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 97.65 |
6687.85
|
No
|
6897-RWMUB
|
Male
| 0 |
Yes
|
Yes
| 61 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 68.05 |
4158.25
|
No
|
0963-ZBDRN
|
Male
| 0 |
No
|
No
| 32 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 96.2 |
3183.4
|
Yes
|
7594-RQHXR
|
Female
| 0 |
No
|
Yes
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 79.6 |
79.6
|
Yes
|
6999-CHVCF
|
Male
| 0 |
No
|
No
| 68 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 102.1 |
7149.35
|
No
|
6134-KWTBV
|
Male
| 0 |
No
|
No
| 62 |
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)
| 23.4 |
1429.65
|
No
|
1077-HUUJM
|
Female
| 0 |
No
|
Yes
| 7 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 71.05 |
472.65
|
No
|
6331-EWIEB
|
Male
| 0 |
No
|
No
| 20 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 85.25 |
1734.5
|
Yes
|
0895-LNKRC
|
Male
| 0 |
Yes
|
Yes
| 6 |
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
| 19.45 |
113.5
|
No
|
2045-BMBTJ
|
Female
| 1 |
No
|
No
| 33 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 59.45 |
1884.65
|
No
|
8417-GSODA
|
Male
| 0 |
Yes
|
Yes
| 28 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 92.2 |
2568.15
|
No
|
5171-EPLKN
|
Male
| 0 |
No
|
No
| 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)
| 19.85 |
470
|
No
|
4452-QIIEB
|
Male
| 0 |
No
|
No
| 7 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 43.9 |
278.4
|
No
|
5998-VVEJY
|
Male
| 0 |
No
|
No
| 26 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 80.5 |
2088.8
|
Yes
|
1624-NALOJ
|
Male
| 1 |
No
|
No
| 5 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 89.8 |
502.6
|
Yes
|
6741-EGCBI
|
Male
| 1 |
No
|
No
| 30 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 90.5 |
2595.85
|
No
|
7820-ZYGNY
|
Male
| 0 |
No
|
No
| 63 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 90.45 |
5825.5
|
No
|
4317-VTEOA
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 50.75 |
50.75
|
Yes
|
9677-AVKED
|
Female
| 0 |
No
|
Yes
| 53 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 84.6 |
4449.75
|
No
|
1670-SVOWZ
|
Female
| 0 |
Yes
|
Yes
| 14 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 89.65 |
1208.35
|
Yes
|
2227-JRSJX
|
Female
| 0 |
No
|
No
| 21 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 99.15 |
1956.4
|
No
|
9847-HNVGP
|
Male
| 0 |
No
|
No
| 17 |
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
| 19.95 |
310.6
|
No
|
6696-YDAYZ
|
Male
| 0 |
Yes
|
Yes
| 16 |
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
| 20.5 |
290.55
|
No
|
8980-WQFWL
|
Female
| 0 |
No
|
No
| 35 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 62.1 |
2096.1
|
No
|
1730-ZMAME
|
Female
| 1 |
No
|
No
| 32 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 79.5 |
2665
|
No
|
6506-EYCNH
|
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
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 19.55 |
543.8
|
No
|
4634-JLRJT
|
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
| 20.35 |
20.35
|
No
|
9501-UKKNL
|
Male
| 0 |
No
|
No
| 59 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 51.7 |
3005.8
|
No
|
2560-QTSBS
|
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
|
One year
|
Yes
|
Bank transfer (automatic)
| 23.3 |
1623.15
|
No
|
7541-YLXCL
|
Male
| 0 |
No
|
No
| 36 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Mailed check
| 65.4 |
2498.4
|
Yes
|
4795-WRNVT
|
Female
| 0 |
No
|
No
| 40 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Mailed check
| 65.1 |
2586
|
No
|
6080-TCMYC
|
Male
| 0 |
Yes
|
Yes
| 40 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 81.2 |
3292.3
|
No
|
0260-ZDLGK
|
Female
| 0 |
No
|
Yes
| 9 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 72.9 |
651.4
|
Yes
|
7860-UXCRM
|
Male
| 0 |
Yes
|
Yes
| 63 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Credit card (automatic)
| 74.5 |
4674.55
|
No
|
6357-JJPQT
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 80.5 |
232.35
|
No
|
2292-XQWSV
|
Male
| 0 |
Yes
|
Yes
| 40 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Mailed check
| 60.3 |
2448.5
|
No
|
9552-TGUZV
|
Male
| 0 |
Yes
|
No
| 8 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 75 |
658.1
|
No
|
5913-INRQV
|
Male
| 1 |
Yes
|
No
| 34 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
Yes
|
No
|
One year
|
No
|
Mailed check
| 90.15 |
3128.8
|
No
|
8722-NGNBH
|
Male
| 0 |
No
|
No
| 5 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 40 |
223.45
|
Yes
|
6210-KBBPI
|
Male
| 1 |
No
|
No
| 9 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 99.45 |
919.4
|
Yes
|
9643-YBLUR
|
Male
| 0 |
Yes
|
No
| 9 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 69.05 |
653.95
|
No
|
8734-FNWVH
|
Male
| 0 |
Yes
|
Yes
| 31 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 59.7 |
1825.5
|
No
|
9447-YPTBX
|
Female
| 0 |
Yes
|
No
| 50 |
Yes
|
No
|
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)
| 19.85 |
943.1
|
No
|
0133-BMFZO
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 86.25 |
181.65
|
Yes
|
6128-CZOMY
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 45.65 |
45.65
|
Yes
|
9540-JYROE
|
Male
| 0 |
No
|
No
| 8 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 70.1 |
551.35
|
Yes
|
9026-LHEVG
|
Female
| 0 |
No
|
No
| 9 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 40.75 |
359.4
|
No
|
2260-USTRB
|
Female
| 1 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 70.2 |
115.95
|
Yes
|
3656-TKRVZ
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 55.35 |
165.2
|
Yes
|
7011-CVEUC
|
Male
| 0 |
Yes
|
No
| 25 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 95.7 |
2338.35
|
No
|
6185-TASNN
|
Male
| 1 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 46.3 |
46.3
|
No
|
7925-PNRGI
|
Female
| 0 |
Yes
|
Yes
| 45 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
No
|
Mailed check
| 81.3 |
3541.1
|
No
|
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