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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9300-AGZNL
|
Male
| 1 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94 |
94
|
Yes
|
0988-AADSA
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 80.85 |
5824.75
|
No
|
9972-NKTFD
|
Female
| 0 |
No
|
No
| 28 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 54.65 |
1517.5
|
No
|
3717-LNXKW
|
Male
| 0 |
Yes
|
No
| 38 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 91.7 |
3479.05
|
No
|
5734-EJKXG
|
Female
| 0 |
No
|
No
| 61 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 118.6 |
7365.7
|
No
|
2207-RYYRL
|
Male
| 0 |
Yes
|
Yes
| 52 |
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
| 24.55 |
1331.05
|
No
|
6729-FZWSY
|
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
|
One year
|
Yes
|
Mailed check
| 19.45 |
1195.95
|
No
|
9695-IDRZR
|
Female
| 0 |
No
|
Yes
| 34 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 116.15 |
3946.9
|
No
|
8144-DGHXP
|
Female
| 0 |
No
|
No
| 54 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 80.6 |
4299.95
|
No
|
7814-LEEVE
|
Female
| 0 |
Yes
|
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
|
Bank transfer (automatic)
| 20.3 |
20.3
|
No
|
1112-CUNAO
|
Female
| 1 |
No
|
No
| 15 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 89.85 |
1424.95
|
Yes
|
5175-AOBHI
|
Female
| 0 |
No
|
No
| 4 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 46 |
193.6
|
Yes
|
5174-RNGBH
|
Female
| 0 |
No
|
No
| 9 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
No
|
Mailed check
| 66.25 |
620.55
|
Yes
|
8631-WUXGY
|
Female
| 0 |
No
|
Yes
| 46 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 99.8 |
4391.25
|
No
|
7270-BDIOA
|
Female
| 0 |
No
|
No
| 22 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 90 |
1993.8
|
Yes
|
9565-JSNFM
|
Male
| 0 |
No
|
No
| 38 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 70.45 |
2597.6
|
Yes
|
5906-DVAPM
|
Female
| 0 |
Yes
|
Yes
| 55 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 75 |
4213.9
|
No
|
6654-QGBZZ
|
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
| 19.9 |
19.9
|
No
|
8348-JLBUG
|
Male
| 1 |
Yes
|
No
| 64 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 80.3 |
5017.7
|
No
|
0607-DAAHE
|
Male
| 0 |
No
|
Yes
| 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
|
Bank transfer (automatic)
| 19.75 |
1052.35
|
Yes
|
5641-DMBFJ
|
Female
| 0 |
Yes
|
No
| 58 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 84.3 |
4916.4
|
No
|
9200-NLNPD
|
Male
| 0 |
Yes
|
No
| 56 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 54.05 |
2959.8
|
No
|
2664-XJZNO
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 104.9 |
7559.55
|
No
|
9732-KPKBW
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 53.95 |
53.95
|
Yes
|
3339-EAQNV
|
Male
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 97.25 |
7133.1
|
No
|
0921-OHLVP
|
Male
| 0 |
No
|
No
| 22 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 83.05 |
1799.3
|
No
|
3389-YGYAI
|
Female
| 1 |
No
|
No
| 8 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 105.5 |
829.55
|
Yes
|
9560-ARGQJ
|
Female
| 0 |
No
|
Yes
| 16 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 81 |
1312.15
|
Yes
|
8350-NYMVI
|
Female
| 0 |
No
|
No
| 39 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 41.1 |
1597.05
|
No
|
1600-DILPE
|
Female
| 0 |
No
|
No
| 12 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 45 |
524.35
|
No
|
0536-ESJEP
|
Male
| 0 |
Yes
|
No
| 54 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 74.55 |
4191.45
|
No
|
4654-GGUII
|
Female
| 0 |
No
|
No
| 18 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Mailed check
| 40.2 |
711.95
|
No
|
6478-HRRCZ
|
Male
| 0 |
Yes
|
No
| 32 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Yes
|
One year
|
No
|
Mailed check
| 70.5 |
2201.75
|
No
|
8510-BBWMU
|
Female
| 0 |
No
|
No
| 41 |
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
| 19.75 |
806.95
|
No
|
6857-TKDJV
|
Male
| 0 |
Yes
|
Yes
| 67 |
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)
| 24.65 |
1620.45
|
No
|
2360-RDGRO
|
Male
| 0 |
Yes
|
No
| 65 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 104.25 |
6812.95
|
No
|
0584-BJQGZ
|
Female
| 0 |
No
|
No
| 25 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 78.35 |
1837.9
|
No
|
5134-IKDAY
|
Female
| 0 |
Yes
|
Yes
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.8 |
69.8
|
Yes
|
1360-XFJMR
|
Female
| 0 |
Yes
|
No
| 67 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 109.7 |
7344.45
|
No
|
3070-DVEYC
|
Male
| 1 |
No
|
No
| 7 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 73.75 |
545.15
|
Yes
|
5730-RIITO
|
Female
| 1 |
No
|
No
| 43 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 33.45 |
1500.25
|
No
|
9058-MJLZC
|
Female
| 0 |
No
|
No
| 24 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.6 |
2283.15
|
No
|
5707-ORNDZ
|
Male
| 1 |
No
|
No
| 9 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 54.55 |
494.05
|
Yes
|
0902-XKXPN
|
Male
| 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
|
Bank transfer (automatic)
| 20.2 |
1376.5
|
No
|
5177-RVZNU
|
Female
| 0 |
No
|
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
|
Bank transfer (automatic)
| 20.3 |
755.4
|
No
|
0056-EPFBG
|
Male
| 0 |
Yes
|
Yes
| 20 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 39.4 |
825.4
|
No
|
8993-IZEUX
|
Male
| 0 |
No
|
No
| 7 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 69.15 |
488.65
|
No
|
8696-JKZNU
|
Female
| 1 |
No
|
No
| 37 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 76.25 |
2841.55
|
Yes
|
5380-AFSSK
|
Female
| 0 |
No
|
No
| 5 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 93.9 |
486.85
|
Yes
|
8190-ZTQFB
|
Male
| 0 |
No
|
No
| 41 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 51.35 |
2075.1
|
No
|
0931-MHTEM
|
Female
| 0 |
No
|
No
| 54 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 100.05 |
5299.65
|
No
|
2055-PDADH
|
Female
| 1 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.4 |
204.7
|
Yes
|
7515-LODFU
|
Male
| 1 |
No
|
No
| 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
|
Credit card (automatic)
| 20.3 |
1356.3
|
No
|
0440-UEDAI
|
Female
| 0 |
No
|
No
| 53 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 94.45 |
5042.75
|
No
|
1337-BOZWO
|
Male
| 0 |
Yes
|
Yes
| 18 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
No
|
Credit card (automatic)
| 46.4 |
812.4
|
No
|
0868-VJRDR
|
Male
| 0 |
Yes
|
No
| 64 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 104.05 |
6605.55
|
No
|
8714-EUHJO
|
Female
| 0 |
Yes
|
Yes
| 31 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 91.15 |
2995.45
|
Yes
|
6344-SFJVH
|
Female
| 0 |
No
|
No
| 20 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 24.9 |
505.95
|
No
|
3950-VPYJB
|
Male
| 0 |
Yes
|
Yes
| 57 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Mailed check
| 59.6 |
3509.4
|
No
|
8041-TMEID
|
Male
| 1 |
Yes
|
No
| 63 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 108.5 |
6991.9
|
No
|
7321-ZNSLA
|
Male
| 0 |
Yes
|
Yes
| 13 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Mailed check
| 40.55 |
590.35
|
No
|
6941-KXRRV
|
Female
| 1 |
Yes
|
No
| 48 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 58.95 |
2789.7
|
No
|
3721-CNEYS
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.95 |
137.95
|
Yes
|
8727-JQFHV
|
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
|
Two year
|
No
|
Mailed check
| 20.75 |
1123.15
|
No
|
9475-NNDGC
|
Male
| 0 |
Yes
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 113.15 |
7953.25
|
No
|
1355-KUSBG
|
Female
| 0 |
Yes
|
Yes
| 7 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 48.8 |
349.8
|
No
|
3688-FTHLT
|
Female
| 0 |
No
|
No
| 16 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 63.05 |
1067.05
|
No
|
0899-LIIBW
|
Male
| 0 |
Yes
|
No
| 34 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 100.85 |
3527.3
|
No
|
2568-OIADY
|
Female
| 0 |
Yes
|
No
| 37 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 99.5 |
3762
|
Yes
|
1384-RCUXW
|
Male
| 0 |
No
|
No
| 16 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 80.55 |
1248.9
|
No
|
5825-XJOCM
|
Male
| 0 |
No
|
Yes
| 48 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 64.4 |
3035.35
|
No
|
6848-YLDFR
|
Male
| 0 |
Yes
|
Yes
| 58 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 75.2 |
4300.8
|
No
|
8125-QPFJD
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 84.9 |
6065.3
|
No
|
2320-YKQBO
|
Female
| 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
|
Month-to-month
|
No
|
Mailed check
| 19.3 |
144.95
|
No
|
1193-RTSLK
|
Female
| 0 |
No
|
No
| 38 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 83.9 |
3233.6
|
Yes
|
2302-ANTDP
|
Female
| 1 |
Yes
|
No
| 48 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 117.45 |
5438.9
|
Yes
|
5923-GXUOC
|
Male
| 0 |
No
|
No
| 10 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 104.4 |
1081.45
|
Yes
|
4973-RLZVI
|
Female
| 0 |
No
|
No
| 30 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
No
|
Credit card (automatic)
| 74.65 |
2308.6
|
No
|
7869-ZYDST
|
Male
| 0 |
Yes
|
No
| 31 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 59.05 |
1882.8
|
No
|
4501-UYKBC
|
Female
| 1 |
No
|
No
| 46 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 69.1 |
3255.35
|
No
|
1215-EXRMO
|
Male
| 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
|
Two year
|
No
|
Mailed check
| 20.55 |
1067.65
|
No
|
2305-MRGLV
|
Male
| 0 |
Yes
|
No
| 28 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 76.55 |
2065.4
|
No
|
8404-VIOMB
|
Female
| 0 |
No
|
No
| 66 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 62.5 |
4136.4
|
No
|
5233-GEEAX
|
Male
| 1 |
No
|
No
| 8 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 29.4 |
221.9
|
Yes
|
2359-KLTEK
|
Female
| 0 |
Yes
|
Yes
| 41 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 94.9 |
3848
|
No
|
5304-EFJLP
|
Male
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 111.65 |
8022.85
|
No
|
2673-ZALNP
|
Female
| 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
| 19.9 |
173.15
|
No
|
9184-GALIL
|
Female
| 0 |
Yes
|
Yes
| 38 |
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
| 20.45 |
781.25
|
No
|
4393-RYCRE
|
Male
| 0 |
No
|
No
| 44 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 106.05 |
4510.8
|
No
|
9746-MDMBK
|
Male
| 0 |
Yes
|
Yes
| 47 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 113.45 |
5317.8
|
No
|
3162-ZJZFU
|
Male
| 0 |
Yes
|
Yes
| 53 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 92.55 |
4779.45
|
No
|
8404-GFGCZ
|
Male
| 0 |
Yes
|
No
| 4 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 65.6 |
250.1
|
No
|
8875-AKBYH
|
Male
| 1 |
No
|
No
| 20 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 84.35 |
1745.2
|
No
|
4432-ADRLB
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 44.65 |
74.9
|
Yes
|
0533-UCAAU
|
Male
| 1 |
Yes
|
No
| 57 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 71.1 |
4140.1
|
No
|
1394-SUIUH
|
Female
| 1 |
Yes
|
No
| 44 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 85.15 |
3670.5
|
No
|
3521-MNKLV
|
Male
| 0 |
No
|
No
| 24 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 49.7 |
1167.8
|
No
|
2533-TIBIX
|
Male
| 0 |
Yes
|
Yes
| 15 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 30.2 |
469.65
|
No
|
8993-PHFWD
|
Female
| 0 |
No
|
No
| 3 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 25.25 |
58.9
|
Yes
|
1565-RHDJD
|
Female
| 0 |
No
|
Yes
| 4 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 84.05 |
333.55
|
Yes
|
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