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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2346-DJQTB
|
Female
| 0
|
No
|
No
| 35
|
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 24.15
|
812.5
|
No
|
1697-LYYYX
|
Female
| 0
|
Yes
|
Yes
| 61
|
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)
| 19.1
|
1143.8
|
No
|
1942-OQFRW
|
Male
| 0
|
No
|
No
| 1
|
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 44
|
44
|
No
|
4749-VFKVB
|
Female
| 0
|
No
|
No
| 1
|
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 50.1
|
50.1
|
Yes
|
9640-ZSLDC
|
Female
| 0
|
Yes
|
Yes
| 53
|
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 60.6
|
3297
|
No
|
4231-LZUYM
|
Female
| 0
|
Yes
|
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)
| 25.65
|
1887
|
No
|
7598-UAASY
|
Male
| 0
|
Yes
|
No
| 2
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 76.4
|
151.8
|
Yes
|
7938-OUHIO
|
Male
| 0
|
No
|
No
| 3
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 98.7
|
293.65
|
Yes
|
8510-AWCXC
|
Female
| 1
|
No
|
No
| 13
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.8
|
1308.1
|
Yes
|
6128-AQBMT
|
Male
| 1
|
Yes
|
No
| 41
|
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 53.95
|
2215.4
|
No
|
3594-BDSOA
|
Female
| 0
|
Yes
|
No
| 24
|
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)
| 20.4
|
482.8
|
No
|
0431-APWVY
|
Female
| 0
|
Yes
|
Yes
| 28
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 90.1
|
2598.95
|
Yes
|
5133-VRSAB
|
Male
| 0
|
No
|
No
| 8
|
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 29.35
|
216.45
|
No
|
5996-DAOQL
|
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
|
Yes
|
Mailed check
| 20.45
|
20.45
|
No
|
6838-YAUVY
|
Female
| 0
|
No
|
No
| 54
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 95.1
|
5064.85
|
No
|
0484-JPBRU
|
Male
| 0
|
No
|
No
| 41
|
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)
| 25.25
|
996.45
|
No
|
7883-ROJOC
|
Female
| 0
|
Yes
|
No
| 19
|
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 44.9
|
839.65
|
No
|
0244-LGNFY
|
Female
| 0
|
Yes
|
Yes
| 72
|
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 92.65
|
6733
|
No
|
7274-CGTOD
|
Male
| 0
|
No
|
No
| 62
|
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 43.7
|
2618.3
|
No
|
4295-YURET
|
Female
| 1
|
Yes
|
Yes
| 56
|
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 72.6
|
4084.35
|
No
|
3426-NIYYL
|
Male
| 0
|
No
|
No
| 15
|
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 51.55
|
765.5
|
Yes
|
8225-BTJAU
|
Male
| 1
|
No
|
No
| 10
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 79.25
|
793.55
|
Yes
|
4635-EJYPD
|
Male
| 0
|
Yes
|
Yes
| 32
|
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
| 18.95
|
613.95
|
No
|
1866-ZSLJM
|
Male
| 0
|
No
|
No
| 21
|
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)
| 20.5
|
402.85
|
No
|
4636-TVXVG
|
Male
| 0
|
Yes
|
Yes
| 62
|
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)
| 19.95
|
1244.8
|
No
|
4236-UJPWO
|
Female
| 0
|
No
|
No
| 2
|
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 24.5
|
46.4
|
No
|
9392-XBGTD
|
Male
| 0
|
No
|
Yes
| 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
|
Mailed check
| 20.6
|
581.85
|
No
|
3387-VATUS
|
Male
| 0
|
No
|
No
| 5
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 94.85
|
462.8
|
Yes
|
6402-SSEJG
|
Female
| 0
|
No
|
No
| 25
|
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 61.05
|
1540.2
|
No
|
1143-NMNQJ
|
Female
| 0
|
No
|
No
| 2
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85.7
|
169.8
|
Yes
|
1169-SAOCL
|
Male
| 0
|
No
|
No
| 49
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 106.65
|
5168.1
|
No
|
1110-KYLGQ
|
Female
| 0
|
No
|
No
| 63
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 108.25
|
6780.1
|
No
|
9929-PLVPA
|
Female
| 0
|
No
|
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
|
Credit card (automatic)
| 20.4
|
94.5
|
No
|
3518-PZXZQ
|
Female
| 0
|
Yes
|
No
| 1
|
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 55.3
|
55.3
|
No
|
2371-JUNGC
|
Male
| 0
|
No
|
No
| 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
|
Mailed check
| 20.25
|
208
|
No
|
7693-QPEFS
|
Male
| 1
|
No
|
No
| 52
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 72.95
|
3829.75
|
No
|
0924-BJCRC
|
Female
| 1
|
Yes
|
No
| 60
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 89.45
|
5294.6
|
No
|
5074-FBGHB
|
Male
| 0
|
No
|
No
| 64
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 104.65
|
6889.8
|
No
|
2351-BKRZW
|
Female
| 0
|
Yes
|
Yes
| 43
|
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 75.2
|
3254.35
|
No
|
4455-BFSPD
|
Female
| 0
|
Yes
|
No
| 61
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 101.15
|
6383.9
|
No
|
0415-MOSGF
|
Female
| 0
|
No
|
No
| 1
|
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 44.4
|
44.4
|
Yes
|
1724-BQUHA
|
Male
| 1
|
No
|
No
| 5
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 89.5
|
477.7
|
Yes
|
3948-KXDUF
|
Male
| 0
|
No
|
No
| 66
|
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 68.75
|
4447.55
|
No
|
2323-ARSVR
|
Male
| 0
|
Yes
|
No
| 67
|
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 111.05
|
7321.05
|
No
|
0815-MFZGM
|
Female
| 0
|
Yes
|
No
| 42
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 99
|
4135
|
No
|
4826-XTSOH
|
Male
| 1
|
Yes
|
No
| 1
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 86.05
|
86.05
|
Yes
|
5480-XTFFL
|
Female
| 0
|
Yes
|
Yes
| 31
|
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
| 21
|
697.7
|
No
|
8295-FHIVV
|
Male
| 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
|
Yes
|
Mailed check
| 19.4
|
168.65
|
No
|
2495-INZWQ
|
Male
| 0
|
No
|
No
| 4
|
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 44.55
|
174.3
|
Yes
|
9086-YJYXS
|
Male
| 0
|
Yes
|
Yes
| 34
|
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 77.2
|
2753.8
|
No
|
1179-INLAT
|
Male
| 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
|
One year
|
Yes
|
Mailed check
| 19.45
|
69.25
|
No
|
7909-FIOIY
|
Female
| 0
|
Yes
|
Yes
| 19
|
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 24.85
|
434.8
|
No
|
4139-SUGLD
|
Male
| 0
|
Yes
|
Yes
| 31
|
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 35.4
|
1077.5
|
Yes
|
6857-VWJDT
|
Female
| 0
|
No
|
No
| 1
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 95.65
|
95.65
|
Yes
|
6351-SCJKT
|
Male
| 0
|
No
|
No
| 3
|
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 41.35
|
107.25
|
No
|
5468-BPMMO
|
Male
| 0
|
Yes
|
No
| 46
|
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
|
Electronic check
| 19.6
|
851.2
|
No
|
5624-BQSSA
|
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
| 20.95
|
20.95
|
Yes
|
0197-PNKNK
|
Female
| 0
|
Yes
|
Yes
| 69
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 84.45
|
5848.6
|
No
|
2439-QKJUL
|
Male
| 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
|
Mailed check
| 20.25
|
109.8
|
No
|
1194-SPVSP
|
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
|
Bank transfer (automatic)
| 19.65
|
19.65
|
No
|
9534-NSXEM
|
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
|
One year
|
Yes
|
Credit card (automatic)
| 20.65
|
595.5
|
No
|
2408-WITXK
|
Female
| 1
|
No
|
No
| 10
|
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 34.7
|
329.8
|
Yes
|
8929-KSWIH
|
Male
| 0
|
No
|
No
| 25
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 99.3
|
2513.5
|
No
|
2250-IVBWA
|
Male
| 0
|
Yes
|
Yes
| 64
|
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 81.05
|
5135.35
|
No
|
1810-MVMAI
|
Male
| 0
|
Yes
|
Yes
| 30
|
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 67.6
|
2000.2
|
No
|
9506-UXUSK
|
Male
| 0
|
No
|
No
| 13
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.15
|
931.75
|
No
|
1229-RCALF
|
Female
| 0
|
Yes
|
No
| 64
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 115
|
7396.15
|
No
|
3572-UOLYZ
|
Female
| 0
|
No
|
Yes
| 46
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 84.8
|
3958.85
|
No
|
1429-UYJSV
|
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
| 19.7
|
260.9
|
No
|
5577-OTWWW
|
Female
| 0
|
No
|
No
| 15
|
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)
| 19.75
|
297.3
|
Yes
|
6100-QQHEB
|
Male
| 0
|
Yes
|
Yes
| 17
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 92.55
|
1515.1
|
Yes
|
6366-XIVKZ
|
Female
| 0
|
Yes
|
Yes
| 13
|
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 63.15
|
816.8
|
No
|
3470-OBUET
|
Female
| 0
|
Yes
|
Yes
| 67
|
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Credit card (automatic)
| 74
|
4868.4
|
No
|
2770-NSVDG
|
Male
| 0
|
Yes
|
No
| 24
|
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 29.1
|
688
|
No
|
9375-MHRRS
|
Male
| 0
|
No
|
No
| 6
|
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 50.05
|
288.35
|
No
|
2634-HCZGT
|
Male
| 1
|
Yes
|
No
| 53
|
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Electronic check
| 60.05
|
3229.65
|
Yes
|
7503-QQRVF
|
Male
| 1
|
Yes
|
No
| 16
|
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 74.3
|
1178.25
|
Yes
|
4860-YZGZM
|
Male
| 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
|
No
|
Electronic check
| 20
|
185.4
|
No
|
6599-GZWCM
|
Female
| 0
|
No
|
No
| 13
|
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Mailed check
| 74.65
|
966.25
|
No
|
2691-NZETQ
|
Male
| 0
|
No
|
No
| 9
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 85.35
|
758.6
|
Yes
|
4404-HIBDJ
|
Female
| 0
|
No
|
No
| 25
|
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
No
|
Mailed check
| 74.3
|
1863.8
|
Yes
|
5533-NHFRF
|
Male
| 1
|
No
|
No
| 7
|
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 44.4
|
265.8
|
No
|
7037-MTYVW
|
Male
| 0
|
Yes
|
Yes
| 38
|
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 85.4
|
3297
|
No
|
4760-THGOT
|
Female
| 0
|
Yes
|
No
| 43
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.1
|
4107.3
|
No
|
7295-JOMMD
|
Female
| 0
|
No
|
Yes
| 4
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 98.1
|
396.3
|
Yes
|
4016-BJKTZ
|
Female
| 0
|
No
|
No
| 25
|
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 108.9
|
2809.05
|
No
|
6584-VQMYT
|
Male
| 0
|
No
|
Yes
| 27
|
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
One year
|
No
|
Mailed check
| 56.2
|
1567.55
|
No
|
9838-BFCQT
|
Male
| 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
|
Two year
|
No
|
Mailed check
| 26.1
|
1851.45
|
No
|
2790-XUYMV
|
Male
| 0
|
No
|
Yes
| 71
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 85.45
|
6028.95
|
No
|
0581-MDMPW
|
Female
| 0
|
No
|
No
| 24
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 88.95
|
2072.75
|
No
|
5013-SBUIH
|
Female
| 0
|
No
|
No
| 50
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 109.65
|
5551.15
|
Yes
|
1023-BQXZE
|
Male
| 0
|
No
|
No
| 57
|
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 74.35
|
4317.35
|
No
|
9163-GHAYE
|
Female
| 0
|
No
|
No
| 15
|
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 48.85
|
736.8
|
No
|
3904-UKFRE
|
Male
| 0
|
No
|
No
| 4
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 80.1
|
336.15
|
No
|
5353-WILCI
|
Female
| 0
|
No
|
No
| 28
|
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 56.05
|
1522.65
|
No
|
0709-TVGUR
|
Female
| 1
|
No
|
No
| 9
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.55
|
622.9
|
Yes
|
0058-EVZWM
|
Female
| 0
|
Yes
|
No
| 55
|
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 89.8
|
4959.6
|
No
|
6023-YEBUP
|
Male
| 0
|
No
|
No
| 3
|
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.95
|
329.95
|
Yes
|
7209-JCUDS
|
Male
| 0
|
No
|
No
| 10
|
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.9
|
1048.85
|
Yes
|
7009-PCARS
|
Male
| 0
|
No
|
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
|
Bank transfer (automatic)
| 19.1
|
1001.5
|
No
|
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