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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7041-TXQJH
|
Female
| 0
|
No
|
No
| 37
|
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 40.2
|
1478.85
|
No
|
5014-GSOUQ
|
Male
| 0
|
No
|
No
| 13
|
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
| 19.95
|
243.65
|
No
|
5724-BIDBU
|
Male
| 0
|
Yes
|
No
| 49
|
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Electronic check
| 55.35
|
2633.95
|
No
|
0481-SUMCB
|
Female
| 1
|
No
|
No
| 45
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 102.15
|
4735.35
|
No
|
1769-GRUIK
|
Female
| 0
|
No
|
No
| 18
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 71.1
|
1247.75
|
No
|
5240-IJOQT
|
Male
| 1
|
No
|
No
| 1
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.7
|
74.7
|
Yes
|
8819-WFGGJ
|
Male
| 0
|
Yes
|
No
| 68
|
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 54.1
|
3794.5
|
No
|
7427-AUFPY
|
Male
| 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
|
Credit card (automatic)
| 19.65
|
1008.7
|
No
|
2811-POVEX
|
Female
| 1
|
Yes
|
Yes
| 23
|
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 88.45
|
2130.55
|
No
|
1092-GANHU
|
Male
| 0
|
No
|
No
| 17
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 76.65
|
1313.55
|
Yes
|
7898-PDWQE
|
Male
| 0
|
Yes
|
No
| 71
|
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 80.4
|
5727.15
|
No
|
9972-EWRJS
|
Female
| 0
|
Yes
|
Yes
| 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
|
Bank transfer (automatic)
| 19.25
|
1372.9
|
No
|
9314-IJWSQ
|
Female
| 0
|
Yes
|
Yes
| 14
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 84.8
|
1203.9
|
No
|
0661-XEYAN
|
Female
| 1
|
No
|
No
| 1
|
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 25.8
|
25.8
|
Yes
|
5799-JRCZO
|
Female
| 0
|
No
|
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
|
Credit card (automatic)
| 19.5
|
1215.1
|
No
|
1921-KYSAY
|
Female
| 0
|
No
|
No
| 41
|
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Electronic check
| 68.6
|
2877.05
|
No
|
6198-RTPMF
|
Female
| 0
|
Yes
|
No
| 17
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 92.6
|
1579.7
|
No
|
2924-KHUVI
|
Male
| 0
|
Yes
|
No
| 56
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 100.55
|
5514.95
|
No
|
1925-GMVBW
|
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
|
Credit card (automatic)
| 20.55
|
96.1
|
No
|
7881-EVUAD
|
Female
| 0
|
No
|
No
| 2
|
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 42.6
|
72.4
|
Yes
|
6184-DYUOB
|
Female
| 0
|
Yes
|
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
|
55.25
|
No
|
9207-ZPANB
|
Male
| 0
|
No
|
No
| 37
|
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
One year
|
No
|
Electronic check
| 67.45
|
2443.3
|
No
|
5766-XQXMQ
|
Female
| 0
|
No
|
No
| 29
|
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 68.85
|
1970.5
|
Yes
|
9327-QSDED
|
Male
| 0
|
No
|
No
| 8
|
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 43.55
|
335.4
|
No
|
1656-DRSMG
|
Female
| 0
|
No
|
No
| 63
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 109.85
|
7002.95
|
No
|
3012-VFFMN
|
Female
| 0
|
Yes
|
Yes
| 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
| 20.65
|
158.95
|
No
|
2984-AFWNC
|
Female
| 0
|
No
|
No
| 3
|
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 95.4
|
293.15
|
No
|
0640-YJTPY
|
Male
| 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)
| 21
|
1493.75
|
No
|
8096-LOIST
|
Female
| 0
|
No
|
No
| 19
|
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 56.2
|
1093.4
|
No
|
9764-REAFF
|
Female
| 0
|
Yes
|
No
| 59
|
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)
| 18.4
|
1057.85
|
No
|
3703-VAVCL
|
Male
| 0
|
Yes
|
Yes
| 2
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 90
|
190.05
|
Yes
|
7107-UBYKY
|
Female
| 0
|
Yes
|
Yes
| 35
|
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
|
Electronic check
| 25.75
|
882.55
|
No
|
4881-GQJTW
|
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
|
Credit card (automatic)
| 19.6
|
300.4
|
No
|
8519-QJGJD
|
Female
| 0
|
No
|
No
| 14
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 75.35
|
1025.95
|
Yes
|
7876-DNYAP
|
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
|
Credit card (automatic)
| 19.8
|
1436.95
|
No
|
7905-NJMXS
|
Male
| 1
|
Yes
|
No
| 7
|
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 64.2
|
475
|
No
|
2882-WDTBA
|
Male
| 0
|
Yes
|
Yes
| 69
|
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 75.75
|
5388.15
|
No
|
2091-GPPIQ
|
Female
| 0
|
Yes
|
Yes
| 72
|
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 78.95
|
5730.15
|
No
|
6326-MTTXK
|
Male
| 0
|
No
|
No
| 8
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 100.85
|
819.55
|
Yes
|
5071-FBJFS
|
Female
| 0
|
Yes
|
Yes
| 4
|
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 50.3
|
217.1
|
No
|
2796-UUZZO
|
Male
| 0
|
Yes
|
Yes
| 63
|
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 80.3
|
4896.35
|
No
|
2429-AYKKO
|
Male
| 0
|
No
|
No
| 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)
| 19.85
|
1434.1
|
No
|
9798-OPFEM
|
Female
| 0
|
No
|
No
| 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
|
Electronic check
| 21.1
|
937.1
|
No
|
0330-IVZHA
|
Female
| 0
|
Yes
|
No
| 5
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 69.95
|
330.15
|
Yes
|
3794-NFNCH
|
Male
| 0
|
Yes
|
No
| 30
|
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 50
|
1474.9
|
No
|
5193-QLVZB
|
Male
| 0
|
No
|
No
| 63
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 104.75
|
6536.5
|
No
|
7114-AEOZE
|
Female
| 0
|
No
|
No
| 60
|
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
|
1128.1
|
No
|
2886-KEFUM
|
Female
| 0
|
Yes
|
No
| 63
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 107.5
|
6873.75
|
Yes
|
5522-NYKPB
|
Male
| 0
|
Yes
|
Yes
| 25
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 85.9
|
2199.05
|
No
|
4237-RLAQD
|
Male
| 0
|
No
|
No
| 1
|
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 45.85
|
45.85
|
Yes
|
9957-YODKZ
|
Male
| 1
|
Yes
|
No
| 6
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 80.8
|
457.1
|
No
|
6518-KZXCB
|
Male
| 0
|
No
|
No
| 22
|
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
| 25.25
|
566.5
|
No
|
2245-ADZFJ
|
Female
| 0
|
Yes
|
Yes
| 31
|
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 80.55
|
2471.6
|
No
|
7776-QGYJC
|
Female
| 0
|
Yes
|
Yes
| 39
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 81.5
|
3107.3
|
No
|
9313-QOLTZ
|
Male
| 0
|
No
|
No
| 26
|
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
| 20.9
|
518.3
|
No
|
9651-GTSAQ
|
Female
| 0
|
Yes
|
No
| 53
|
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 106.1
|
5769.75
|
Yes
|
3186-BAXNB
|
Female
| 0
|
No
|
No
| 1
|
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 91.7
|
91.7
|
Yes
|
4672-FOTSD
|
Male
| 0
|
No
|
No
| 12
|
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 67.25
|
832.3
|
No
|
0637-YLETY
|
Female
| 0
|
No
|
No
| 16
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 95.6
|
1555.65
|
Yes
|
9818-XQCUV
|
Female
| 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
|
No
|
Mailed check
| 20.35
|
45.3
|
No
|
7338-ERIVA
|
Male
| 0
|
No
|
Yes
| 39
|
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 45.05
|
1790.6
|
No
|
1157-BQCUW
|
Male
| 0
|
No
|
No
| 1
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.95
|
74.95
|
Yes
|
8259-NFJTV
|
Female
| 0
|
Yes
|
Yes
| 7
|
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 34.65
|
246.6
|
No
|
3223-DWFIO
|
Male
| 1
|
No
|
No
| 4
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 69.35
|
261.65
|
No
|
2660-EMUBI
|
Male
| 1
|
No
|
No
| 10
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.35
|
898.35
|
Yes
|
6968-GMKPR
|
Female
| 0
|
No
|
No
| 55
|
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 81.55
|
4509.5
|
No
|
4751-ERMAN
|
Male
| 0
|
Yes
|
Yes
| 72
|
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 75.4
|
5480.25
|
No
|
1436-ZMJAN
|
Female
| 0
|
Yes
|
No
| 10
|
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 67.8
|
653.15
|
No
|
3292-PBZEJ
|
Male
| 1
|
No
|
No
| 11
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 111.4
|
1183.05
|
No
|
0799-DDIHE
|
Female
| 0
|
Yes
|
Yes
| 15
|
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 46.3
|
639.45
|
No
|
3070-FNFZQ
|
Female
| 0
|
Yes
|
Yes
| 23
|
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
|
478.75
|
No
|
2812-SFXMJ
|
Male
| 0
|
No
|
Yes
| 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
|
7675-OZCZG
|
Female
| 1
|
No
|
No
| 3
|
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 45
|
127.1
|
Yes
|
5014-WUQMG
|
Male
| 0
|
Yes
|
Yes
| 47
|
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Yes
|
One year
|
Yes
|
Electronic check
| 96.1
|
4391.45
|
No
|
5312-TSZVC
|
Female
| 0
|
No
|
Yes
| 15
|
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
| 19.65
|
270.6
|
No
|
2003-CKLOR
|
Male
| 0
|
No
|
No
| 66
|
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 99.5
|
6710.5
|
Yes
|
0993-OSGPT
|
Female
| 1
|
Yes
|
No
| 68
|
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 60.65
|
3975.9
|
No
|
9254-RBFON
|
Female
| 0
|
Yes
|
Yes
| 17
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 98.6
|
1704.95
|
Yes
|
1205-WNWPJ
|
Female
| 0
|
No
|
No
| 7
|
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 59.5
|
415.95
|
Yes
|
9391-EOYLI
|
Male
| 1
|
Yes
|
No
| 12
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 80.45
|
950.2
|
Yes
|
7108-DGVUU
|
Female
| 1
|
Yes
|
No
| 21
|
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 71.7
|
1497.05
|
No
|
2782-JEEBU
|
Male
| 0
|
No
|
No
| 21
|
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 36
|
780.15
|
No
|
5127-BZENZ
|
Female
| 0
|
Yes
|
Yes
| 56
|
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 65.2
|
3512.15
|
No
|
2720-FVBQP
|
Female
| 0
|
Yes
|
Yes
| 6
|
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 48.95
|
273.25
|
No
|
9906-NHHVC
|
Female
| 1
|
No
|
No
| 65
|
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 53.5
|
3517.9
|
No
|
4522-XRWWI
|
Male
| 0
|
Yes
|
No
| 42
|
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 80.45
|
3375.9
|
No
|
3766-EJLFL
|
Female
| 0
|
Yes
|
Yes
| 68
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 109.05
|
7508.55
|
No
|
5939-SXWHM
|
Male
| 0
|
Yes
|
Yes
| 48
|
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)
| 26.3
|
1245.05
|
No
|
8152-UOBNY
|
Female
| 1
|
No
|
No
| 50
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 106.8
|
5347.95
|
No
|
7351-KYHQH
|
Female
| 1
|
No
|
No
| 7
|
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 64.95
|
493.65
|
No
|
7643-RCHXS
|
Female
| 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
|
Electronic check
| 19.35
|
1263.85
|
No
|
8246-SHFGA
|
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
|
Month-to-month
|
No
|
Credit card (automatic)
| 21.1
|
385.55
|
No
|
8387-MOJJT
|
Female
| 0
|
Yes
|
Yes
| 42
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 77.95
|
3384
|
Yes
|
0620-XEFWH
|
Male
| 0
|
Yes
|
Yes
| 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
| 18.85
|
84.2
|
No
|
6485-QXWWE
|
Female
| 0
|
No
|
Yes
| 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)
| 26
|
1638.7
|
No
|
2761-OCIAX
|
Male
| 1
|
No
|
No
| 2
|
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.7
|
165.4
|
Yes
|
7321-VGNKU
|
Female
| 0
|
Yes
|
No
| 2
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.35
|
120.25
|
No
|
5327-CNLUQ
|
Male
| 0
|
Yes
|
No
| 48
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 96.9
|
4473.45
|
No
|
7552-KEYGT
|
Male
| 0
|
Yes
|
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
|
Bank transfer (automatic)
| 19.55
|
520.55
|
No
|
5816-JMLGY
|
Female
| 0
|
Yes
|
Yes
| 70
|
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 80.4
|
5717.85
|
No
|
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