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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