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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0754-EEBDC
|
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
|
Two year
|
No
|
Mailed check
| 19.9 |
76.65
|
No
|
5777-ZPQNC
|
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
|
Electronic check
| 20.15 |
260.7
|
No
|
1951-IEYXM
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 90.6 |
6441.85
|
No
|
3318-NMQXL
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 92 |
266.8
|
No
|
3143-ILDAL
|
Male
| 0 |
No
|
No
| 56 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.45 |
5124.6
|
Yes
|
1022-RKXDR
|
Female
| 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
|
One year
|
Yes
|
Mailed check
| 24.85 |
962.25
|
No
|
2361-FJWNO
|
Male
| 0 |
No
|
No
| 40 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 36 |
1382.9
|
No
|
2272-UOINI
|
Female
| 0 |
No
|
No
| 7 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 78.5 |
571.05
|
No
|
8232-UTFOZ
|
Male
| 0 |
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)
| 19.95 |
1399.35
|
No
|
3750-YHRYO
|
Male
| 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
|
One year
|
No
|
Mailed check
| 20.65 |
150
|
No
|
6637-KYRCV
|
Female
| 0 |
Yes
|
Yes
| 5 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 30.5 |
167.2
|
No
|
5668-MEISB
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Credit card (automatic)
| 106.1 |
7657.4
|
No
|
0129-QMPDR
|
Male
| 0 |
Yes
|
Yes
| 44 |
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)
| 20.5 |
865.05
|
No
|
7188-CBBBA
|
Female
| 0 |
No
|
No
| 65 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
Yes
|
Electronic check
| 95.5 |
6153.85
|
No
|
5356-CSVSQ
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 64.6 |
174.2
|
No
|
3221-CJMSG
|
Male
| 0 |
No
|
No
| 24 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 51.1 |
1269.6
|
No
|
4720-VSTSI
|
Female
| 0 |
No
|
No
| 44 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 84.8 |
3862.55
|
Yes
|
3219-JQRSL
|
Female
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 89.1 |
6352.4
|
No
|
2801-NISEI
|
Male
| 0 |
No
|
No
| 24 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 54.95 |
1348.5
|
No
|
3946-MHCZW
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 50.9 |
50.9
|
Yes
|
4623-ZKHLY
|
Male
| 0 |
Yes
|
No
| 22 |
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)
| 20.45 |
471.55
|
No
|
6732-VAILE
|
Male
| 0 |
Yes
|
Yes
| 70 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 85.95 |
5931.75
|
No
|
8201-AAXCB
|
Male
| 0 |
Yes
|
Yes
| 25 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 60.35 |
1404.65
|
No
|
7696-CFTAT
|
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
|
Two year
|
No
|
Bank transfer (automatic)
| 19.8 |
726.1
|
No
|
1845-CSBRZ
|
Female
| 1 |
Yes
|
Yes
| 22 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 85.35 |
1961.6
|
No
|
2123-VSCOT
|
Female
| 0 |
Yes
|
Yes
| 59 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 72.1 |
4194.85
|
No
|
6651-AZVTJ
|
Male
| 0 |
Yes
|
Yes
| 49 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 99.8 |
4872.45
|
Yes
|
4566-GOLUK
|
Male
| 0 |
Yes
|
Yes
| 47 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 107.35 |
5118.95
|
Yes
|
2484-DGXPZ
|
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
|
Month-to-month
|
Yes
|
Mailed check
| 19.55 |
658.95
|
Yes
|
2018-QKYGT
|
Male
| 0 |
Yes
|
Yes
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 81.05 |
81.05
|
No
|
2792-VPPET
|
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
|
Month-to-month
|
Yes
|
Electronic check
| 20.5 |
76.95
|
No
|
7409-JURKQ
|
Female
| 0 |
Yes
|
No
| 53 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 111.8 |
5809.75
|
No
|
3247-MHJKM
|
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
| 20.2 |
20.2
|
No
|
1964-SVLEA
|
Male
| 0 |
No
|
No
| 20 |
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
| 19.7 |
415.9
|
No
|
4587-NUKOX
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.1 |
246.5
|
Yes
|
7297-DVYGA
|
Female
| 0 |
No
|
No
| 51 |
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 |
996.95
|
No
|
2239-CGBUZ
|
Female
| 0 |
Yes
|
No
| 51 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 60.5 |
3145.15
|
No
|
0854-UYHZD
|
Female
| 0 |
Yes
|
Yes
| 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
| 19.55 |
265.3
|
No
|
7243-LCGGZ
|
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
| 20.9 |
20.9
|
No
|
8267-KFGYD
|
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
|
Yes
|
Mailed check
| 21.05 |
21.05
|
No
|
4890-VMUAV
|
Male
| 0 |
No
|
No
| 63 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
One year
|
No
|
Electronic check
| 71.5 |
4576.3
|
No
|
9261-WDCAF
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 54.65 |
189.1
|
No
|
3764-MNMOI
|
Male
| 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
|
No
|
Credit card (automatic)
| 19.2 |
908.15
|
No
|
7442-YGZFK
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 49.8 |
49.8
|
No
|
0420-BWTPW
|
Male
| 0 |
No
|
Yes
| 8 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 25.5 |
215.2
|
Yes
|
8229-BUJHX
|
Female
| 0 |
Yes
|
Yes
| 71 |
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)
| 20.5 |
1500.95
|
No
|
7449-HVPIV
|
Male
| 0 |
Yes
|
Yes
| 55 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 90.4 |
5099.15
|
No
|
5504-WSIUR
|
Female
| 0 |
No
|
No
| 70 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 90.25 |
6385.95
|
No
|
8183-ONMXC
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 80.75 |
159.45
|
Yes
|
8466-PZBLH
|
Male
| 0 |
Yes
|
Yes
| 67 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 104.6 |
6885.75
|
No
|
9614-RMGHA
|
Male
| 0 |
Yes
|
No
| 65 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 91.85 |
5940.85
|
Yes
|
8735-IJJEG
|
Male
| 0 |
Yes
|
No
| 14 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 50.2 |
668.85
|
No
|
0564-MUUQK
|
Female
| 0 |
Yes
|
Yes
| 20 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 95.5 |
1916.2
|
No
|
5054-IEXZT
|
Male
| 0 |
No
|
Yes
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.35 |
75.35
|
Yes
|
5834-ASPWA
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.45 |
75.45
|
Yes
|
0701-RFGFI
|
Female
| 0 |
Yes
|
Yes
| 49 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 95.4 |
4613.95
|
No
|
0019-EFAEP
|
Female
| 0 |
No
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 101.3 |
7261.25
|
No
|
5619-PTMIK
|
Female
| 0 |
Yes
|
No
| 46 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 53.1 |
2459.8
|
No
|
3737-XBQDD
|
Male
| 0 |
No
|
No
| 24 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 84.85 |
2048.8
|
No
|
5882-CMAZQ
|
Female
| 0 |
Yes
|
Yes
| 5 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 34.25 |
163.55
|
No
|
5846-QFDFI
|
Female
| 0 |
Yes
|
Yes
| 33 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 88.6 |
2888.7
|
No
|
4445-KWOKW
|
Female
| 0 |
No
|
No
| 42 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 60.15 |
2421.6
|
No
|
3511-APPBJ
|
Male
| 0 |
No
|
No
| 23 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 99.95 |
2292.75
|
No
|
7967-HYCDE
|
Male
| 0 |
No
|
No
| 8 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 70.7 |
553.4
|
No
|
2430-RRYUW
|
Male
| 0 |
No
|
No
| 66 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Mailed check
| 54.8 |
3465.7
|
No
|
3948-XHGNA
|
Male
| 0 |
No
|
No
| 24 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 49.55 |
1210.4
|
Yes
|
3723-BFBGR
|
Male
| 1 |
No
|
No
| 24 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 54.8 |
1291.3
|
No
|
0565-IYCGT
|
Male
| 0 |
No
|
No
| 69 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 78.6 |
5356.45
|
Yes
|
5447-WZAFP
|
Female
| 0 |
No
|
No
| 53 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Mailed check
| 100.3 |
5200.8
|
No
|
5110-CHOPY
|
Female
| 0 |
No
|
No
| 60 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 53.6 |
3237.05
|
No
|
5445-UTODQ
|
Female
| 0 |
Yes
|
No
| 7 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 81.1 |
576.65
|
Yes
|
4425-OWHWB
|
Female
| 0 |
No
|
No
| 20 |
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)
| 19.35 |
433.75
|
No
|
7892-QVYKW
|
Female
| 0 |
Yes
|
Yes
| 23 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 85.6 |
1868.4
|
No
|
9675-ICXCT
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 80.8 |
5728.55
|
No
|
1024-VRZHF
|
Male
| 0 |
Yes
|
No
| 11 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.95 |
825.7
|
Yes
|
4703-MQYKT
|
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
|
Two year
|
No
|
Mailed check
| 19.6 |
390.4
|
No
|
9497-QCMMS
|
Male
| 1 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 93.55 |
93.55
|
Yes
|
5692-ICXLW
|
Male
| 1 |
No
|
No
| 31 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 90.7 |
2845.15
|
No
|
0602-DDUML
|
Female
| 0 |
No
|
No
| 57 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Mailed check
| 69.75 |
3894.4
|
No
|
2208-MPXIO
|
Female
| 0 |
Yes
|
Yes
| 45 |
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)
| 20 |
886.4
|
No
|
1960-UYCNN
|
Male
| 0 |
No
|
No
| 10 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.25 |
1021.55
|
No
|
0348-SDKOL
|
Female
| 0 |
Yes
|
No
| 58 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 102.1 |
5885.4
|
Yes
|
3190-FZATL
|
Male
| 0 |
No
|
Yes
| 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
|
Mailed check
| 19.95 |
268.4
|
No
|
7336-RLLRH
|
Male
| 0 |
Yes
|
No
| 27 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Mailed check
| 80.85 |
2204.35
|
No
|
4373-MAVJG
|
Female
| 0 |
Yes
|
Yes
| 14 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 90.9 |
1259
|
Yes
|
8901-HJXTF
|
Female
| 0 |
Yes
|
Yes
| 12 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 29.2 |
309.1
|
Yes
|
7710-JSYOA
|
Female
| 0 |
Yes
|
Yes
| 69 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 93.3 |
6398.05
|
No
|
5419-KLXBN
|
Female
| 0 |
Yes
|
Yes
| 25 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 89.15 |
2257.75
|
Yes
|
3424-NMNBO
|
Male
| 1 |
Yes
|
No
| 58 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 108.85 |
6287.25
|
Yes
|
9885-MFVSU
|
Female
| 0 |
Yes
|
Yes
| 35 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 46.35 |
1662.05
|
No
|
4514-GFCFI
|
Female
| 1 |
No
|
No
| 16 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 84.75 |
1350.15
|
Yes
|
0607-MVMGC
|
Male
| 0 |
Yes
|
Yes
| 45 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 78.75 |
3600.65
|
No
|
3365-SAIGS
|
Female
| 0 |
No
|
No
| 17 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 83.55 |
1329.15
|
No
|
9828-AOQLM
|
Female
| 0 |
Yes
|
Yes
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 45.7 |
45.7
|
Yes
|
8022-BECSI
|
Male
| 0 |
No
|
No
| 22 |
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
| 19.6 |
422.5
|
No
|
8000-REIQB
|
Female
| 1 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.95 |
69.95
|
Yes
|
9993-LHIEB
|
Male
| 0 |
Yes
|
Yes
| 67 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Mailed check
| 67.85 |
4627.65
|
No
|
0266-CLZKZ
|
Female
| 0 |
Yes
|
Yes
| 67 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 105.65 |
6717.9
|
No
|
7615-ESMYF
|
Female
| 0 |
Yes
|
No
| 2 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 44.6 |
97.1
|
Yes
|
3858-VOBET
|
Male
| 0 |
No
|
No
| 23 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.95 |
1710.45
|
Yes
|
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