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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0519-DRGTI
|
Female
| 0 |
Yes
|
Yes
| 20 |
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 |
442.6
|
No
|
1017-FBQMM
|
Female
| 0 |
Yes
|
Yes
| 62 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 106.05 |
6703.5
|
No
|
3001-CBHLQ
|
Male
| 1 |
Yes
|
No
| 32 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 104.9 |
3351.55
|
Yes
|
1985-MBRYP
|
Female
| 0 |
No
|
No
| 43 |
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)
| 19.65 |
779.25
|
No
|
6158-DWPZT
|
Male
| 0 |
Yes
|
No
| 9 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 24.1 |
259.8
|
Yes
|
9372-TXXPS
|
Female
| 0 |
Yes
|
No
| 60 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 59.85 |
3483.45
|
No
|
3259-QMXUN
|
Male
| 0 |
Yes
|
No
| 58 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 86.1 |
4890.5
|
No
|
1015-JPFYW
|
Male
| 0 |
No
|
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
| 19.45 |
136.75
|
No
|
6645-MXQJT
|
Male
| 0 |
Yes
|
Yes
| 2 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 97.1 |
184.15
|
No
|
4360-QRAVE
|
Male
| 1 |
No
|
No
| 37 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 36.65 |
1315
|
No
|
8433-WPJTV
|
Female
| 1 |
Yes
|
Yes
| 65 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 103.9 |
6767.1
|
No
|
5804-JMYIO
|
Female
| 0 |
Yes
|
Yes
| 39 |
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
| 19.75 |
757.95
|
No
|
3763-GCZHZ
|
Male
| 0 |
Yes
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 104.05 |
6890
|
Yes
|
6484-LATFU
|
Male
| 0 |
No
|
No
| 68 |
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 |
1657.4
|
No
|
7599-NTMDP
|
Female
| 0 |
Yes
|
Yes
| 62 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 48.7 |
3008.55
|
No
|
0772-GYEQQ
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 88.35 |
262.05
|
Yes
|
0536-ACXIP
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 109.55 |
8165.1
|
No
|
0936-NQLJU
|
Female
| 0 |
Yes
|
No
| 41 |
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)
| 20.65 |
875.55
|
No
|
4831-EOBFE
|
Male
| 0 |
Yes
|
Yes
| 29 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 94.65 |
2649.15
|
Yes
|
1575-KRZZE
|
Female
| 0 |
No
|
No
| 4 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 55.2 |
220.65
|
No
|
3251-YMVWZ
|
Male
| 0 |
No
|
No
| 53 |
Yes
|
Yes
|
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)
| 24.05 |
1301.9
|
No
|
4102-OQUPX
|
Male
| 1 |
Yes
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.4 |
74.4
|
Yes
|
9170-GYZJC
|
Female
| 0 |
Yes
|
Yes
| 41 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 79.9 |
3326.2
|
Yes
|
4884-LEVMQ
|
Male
| 0 |
Yes
|
No
| 39 |
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)
| 20.45 |
790
|
No
|
8857-CUPFQ
|
Male
| 0 |
Yes
|
No
| 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
|
Mailed check
| 19.25 |
1237.65
|
No
|
7610-TVOPG
|
Male
| 0 |
No
|
No
| 15 |
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
| 26.35 |
378.6
|
No
|
3638-DIMPH
|
Female
| 0 |
Yes
|
No
| 13 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
One year
|
No
|
Electronic check
| 43.8 |
592.65
|
No
|
1845-ZLLIG
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 50.15 |
50.15
|
No
|
8559-WNQZS
|
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
|
Two year
|
No
|
Mailed check
| 20.45 |
20.45
|
No
|
3999-QGRJH
|
Male
| 1 |
No
|
No
| 8 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.7 |
560.85
|
Yes
|
1699-UOTXU
|
Male
| 0 |
No
|
No
| 60 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Two year
|
No
|
Electronic check
| 61.4 |
3638.25
|
No
|
2454-RPBRZ
|
Female
| 1 |
Yes
|
No
| 12 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 98.1 |
1060.2
|
Yes
|
0635-WKOLD
|
Male
| 0 |
Yes
|
No
| 40 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
One year
|
No
|
Credit card (automatic)
| 70.75 |
2921.75
|
No
|
5993-JSUWV
|
Female
| 0 |
No
|
No
| 66 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 61.15 |
4017.45
|
No
|
4518-FZBSX
|
Male
| 0 |
Yes
|
Yes
| 42 |
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
| 20.25 |
854.9
|
No
|
5387-ASZNZ
|
Female
| 1 |
No
|
No
| 66 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 63.85 |
4174.35
|
No
|
6988-CJEYV
|
Male
| 0 |
No
|
No
| 49 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 98.7 |
4920.55
|
No
|
2002-MZHWP
|
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
| 20.5 |
20.5
|
Yes
|
3097-FQTVJ
|
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
|
Two year
|
No
|
Mailed check
| 20 |
810.3
|
No
|
5465-BUBFA
|
Female
| 0 |
Yes
|
Yes
| 41 |
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)
| 19.3 |
772.4
|
No
|
7299-GNVPL
|
Female
| 0 |
Yes
|
Yes
| 23 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 84.4 |
1936.85
|
No
|
9743-DQKQW
|
Male
| 0 |
No
|
No
| 3 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 25.1 |
79.8
|
No
|
1215-VFYVK
|
Female
| 0 |
No
|
No
| 4 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 48.25 |
202.25
|
No
|
9371-BITHB
|
Female
| 0 |
Yes
|
Yes
| 52 |
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
| 19.85 |
1070.5
|
No
|
2265-CYWIV
|
Female
| 1 |
Yes
|
No
| 4 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 99.6 |
347.65
|
Yes
|
9093-FPDLG
|
Female
| 0 |
No
|
No
| 11 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.2 |
999.9
|
No
|
0541-FITGH
|
Female
| 0 |
Yes
|
No
| 2 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 62.15 |
113.1
|
No
|
6985-HAYWX
|
Female
| 0 |
Yes
|
No
| 26 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 79.3 |
2015.8
|
No
|
7508-KBIMB
|
Male
| 0 |
Yes
|
Yes
| 24 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 56.25 |
1454.25
|
No
|
6838-HVLXG
|
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
|
Month-to-month
|
No
|
Mailed check
| 20.3 |
246.7
|
No
|
2277-DJJDL
|
Male
| 1 |
Yes
|
No
| 60 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 99 |
6017.9
|
No
|
1897-OKVMW
|
Female
| 0 |
Yes
|
Yes
| 64 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Mailed check
| 90.6 |
5817.45
|
No
|
5485-ITNPC
|
Male
| 0 |
Yes
|
No
| 66 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 85.9 |
5595.3
|
No
|
0233-FTHAV
|
Female
| 0 |
No
|
No
| 60 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 79.2 |
4765
|
No
|
4644-PIZRT
|
Male
| 0 |
Yes
|
Yes
| 17 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 70.35 |
1201.65
|
No
|
8922-NPKBJ
|
Male
| 0 |
Yes
|
Yes
| 42 |
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
| 19.35 |
867.3
|
No
|
2740-TVLFN
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 50.15 |
50.15
|
No
|
7771-CFQRQ
|
Female
| 0 |
Yes
|
Yes
| 47 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 63.8 |
3007.25
|
No
|
9512-PHSMG
|
Female
| 0 |
Yes
|
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
|
Yes
|
Mailed check
| 20.55 |
252.75
|
No
|
6963-EZQEE
|
Male
| 1 |
Yes
|
No
| 70 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 88.55 |
6306.5
|
No
|
2452-KDRRH
|
Male
| 1 |
No
|
No
| 67 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 101.4 |
6841.05
|
No
|
2004-OCQXK
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 81.95 |
81.95
|
Yes
|
5027-QPKTE
|
Male
| 0 |
Yes
|
No
| 7 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.35 |
451.1
|
Yes
|
4146-SVFUD
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 44.6 |
44.6
|
No
|
1564-HJUVY
|
Male
| 0 |
No
|
No
| 4 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 63.75 |
226.2
|
No
|
3617-XLSGQ
|
Female
| 0 |
Yes
|
Yes
| 66 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 109.25 |
7082.5
|
No
|
7517-LDMPS
|
Female
| 0 |
No
|
No
| 12 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 84.6 |
1017.35
|
No
|
7244-KXYZN
|
Female
| 0 |
No
|
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)
| 20.45 |
527.35
|
No
|
5226-NOZFC
|
Male
| 0 |
No
|
No
| 26 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 85.75 |
2146.5
|
No
|
2672-HUYVI
|
Female
| 0 |
No
|
No
| 6 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 91.1 |
455.3
|
Yes
|
1400-WIVLL
|
Male
| 0 |
Yes
|
No
| 57 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 107.95 |
5969.85
|
No
|
7508-MYBOG
|
Male
| 0 |
Yes
|
No
| 14 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 86.1 |
1235.55
|
Yes
|
8148-NLEGT
|
Female
| 0 |
Yes
|
Yes
| 42 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
No
|
Electronic check
| 22.95 |
1014.25
|
No
|
0148-DCDOS
|
Male
| 0 |
No
|
No
| 25 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 94.7 |
2362.1
|
Yes
|
8347-GDTMP
|
Female
| 0 |
Yes
|
No
| 64 |
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)
| 19.45 |
1225.65
|
No
|
9992-RRAMN
|
Male
| 0 |
Yes
|
No
| 22 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85.1 |
1873.7
|
Yes
|
6746-WAUWT
|
Male
| 0 |
No
|
No
| 19 |
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)
| 19.7 |
386.5
|
No
|
0310-MVLET
|
Female
| 0 |
Yes
|
Yes
| 61 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 99.15 |
6010.05
|
Yes
|
0428-IKYCP
|
Male
| 0 |
Yes
|
No
| 22 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 87 |
1850.65
|
No
|
4550-VBOFE
|
Male
| 1 |
Yes
|
No
| 70 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 102.95 |
7101.5
|
Yes
|
2187-PKZAY
|
Male
| 0 |
No
|
No
| 12 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 79.95 |
1043.4
|
No
|
4003-OCTMP
|
Female
| 0 |
Yes
|
No
| 31 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Electronic check
| 64 |
1910.75
|
No
|
6652-YFFJO
|
Female
| 0 |
No
|
No
| 11 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 64.9 |
716.1
|
No
|
7225-IILWY
|
Male
| 0 |
Yes
|
Yes
| 68 |
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
| 25.75 |
1686.15
|
No
|
5248-RPYWW
|
Female
| 1 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 90.15 |
6716.45
|
No
|
7923-IYJWY
|
Male
| 1 |
No
|
No
| 67 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 116.1 |
7839.85
|
No
|
3170-GWYKC
|
Female
| 0 |
No
|
No
| 60 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 104.95 |
6236.75
|
No
|
5696-QURRL
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 45.05 |
45.05
|
Yes
|
7409-KIUTL
|
Female
| 1 |
No
|
Yes
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 71 |
71
|
Yes
|
9830-ECLEN
|
Male
| 0 |
Yes
|
Yes
| 58 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
No
|
Mailed check
| 50 |
2919.85
|
No
|
1732-VHUBQ
|
Female
| 1 |
Yes
|
Yes
| 47 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 70.55 |
3309.25
|
Yes
|
0495-RVCBF
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 79.7 |
79.7
|
Yes
|
2668-TZSPS
|
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
| 20.45 |
20.45
|
No
|
7854-EDSSA
|
Male
| 0 |
No
|
No
| 22 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 59 |
1254.7
|
Yes
|
8869-TORSS
|
Female
| 0 |
No
|
No
| 48 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 60.35 |
2896.4
|
Yes
|
7446-SFAOA
|
Female
| 0 |
Yes
|
No
| 37 |
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 |
717.5
|
No
|
9522-ZSINC
|
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
|
One year
|
Yes
|
Electronic check
| 19.95 |
253.8
|
No
|
8234-GSZYK
|
Male
| 0 |
No
|
No
| 43 |
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)
| 26.45 |
1110.05
|
No
|
6505-OZNPG
|
Female
| 0 |
No
|
No
| 6 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Mailed check
| 63.4 |
348.8
|
No
|
6164-HAQTX
|
Male
| 0 |
No
|
No
| 71 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 53.95 |
3888.65
|
No
|
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