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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7137-RYLPP
|
Male
| 1 |
Yes
|
No
| 37 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 85.7 |
3171.15
|
Yes
|
3765-JXVKY
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.7 |
74.7
|
Yes
|
5092-STPKP
|
Female
| 0 |
No
|
No
| 24 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 56.35 |
1381.2
|
No
|
7330-WZLNC
|
Female
| 0 |
No
|
No
| 5 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 90.8 |
455.5
|
Yes
|
0114-PEGZZ
|
Female
| 0 |
No
|
No
| 33 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 107.55 |
3645.5
|
No
|
3359-DSRKA
|
Female
| 0 |
Yes
|
Yes
| 58 |
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
Yes
|
Mailed check
| 19.85 |
1158.85
|
No
|
8639-NHQEI
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 95.9 |
6954.15
|
No
|
7161-DFHUF
|
Female
| 0 |
Yes
|
No
| 71 |
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
| 23.85 |
1672.1
|
No
|
3957-LXOLK
|
Female
| 1 |
No
|
No
| 28 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 106.15 |
3152.5
|
Yes
|
3720-DBRWL
|
Male
| 0 |
Yes
|
No
| 51 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 83.85 |
4307.1
|
No
|
6635-MYYYZ
|
Female
| 0 |
No
|
No
| 30 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 85.35 |
2530.4
|
Yes
|
8565-WUXZU
|
Male
| 1 |
Yes
|
No
| 72 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 84.8 |
6141.65
|
No
|
5281-BUZGT
|
Male
| 1 |
No
|
No
| 36 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 90.85 |
3186.7
|
Yes
|
4994-OBRSZ
|
Male
| 0 |
No
|
Yes
| 14 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 76.1 |
1054.8
|
No
|
0562-FGDCR
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Mailed check
| 74.55 |
5430.65
|
No
|
2436-QBZFP
|
Female
| 0 |
Yes
|
Yes
| 22 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 39.2 |
849.9
|
No
|
3420-YJLQT
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 79.55 |
151.75
|
No
|
6040-CGACY
|
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
|
Mailed check
| 19.6 |
299.4
|
No
|
6582-PLFUU
|
Male
| 0 |
Yes
|
Yes
| 51 |
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)
| 19.55 |
1086.75
|
No
|
8242-PDSGJ
|
Male
| 0 |
Yes
|
No
| 70 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 39.15 |
2692.75
|
No
|
0264-CNITK
|
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)
| 20.1 |
1389.6
|
No
|
0089-IIQKO
|
Female
| 0 |
Yes
|
Yes
| 39 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 99.95 |
3767.4
|
No
|
7839-NUIAA
|
Female
| 0 |
Yes
|
Yes
| 61 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 59.8 |
3641.5
|
No
|
6075-QMNRR
|
Female
| 0 |
No
|
No
| 52 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 49.75 |
2535.55
|
No
|
5378-IKEEG
|
Female
| 0 |
No
|
No
| 1 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 35.75 |
35.75
|
Yes
|
5966-EMAZU
|
Male
| 0 |
Yes
|
No
| 64 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Mailed check
| 108.5 |
6880.85
|
No
|
0440-EKDCF
|
Male
| 0 |
Yes
|
No
| 62 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 60.15 |
3753.2
|
No
|
4774-HHGGS
|
Male
| 0 |
Yes
|
No
| 30 |
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
| 19.05 |
637.55
|
No
|
2718-GAXQD
|
Female
| 1 |
Yes
|
Yes
| 4 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 46 |
181.6
|
Yes
|
2055-BFOCC
|
Male
| 1 |
Yes
|
No
| 63 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 84 |
5329.55
|
No
|
8180-AKMJV
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 44.55 |
44.55
|
No
|
4298-OYIFC
|
Male
| 0 |
Yes
|
No
| 15 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 103.45 |
1539.8
|
No
|
5566-SOEZD
|
Male
| 0 |
Yes
|
Yes
| 27 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 80.65 |
2209.75
|
No
|
9842-EFSYY
|
Female
| 0 |
No
|
Yes
| 4 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 57.2 |
223.75
|
No
|
2272-WUSPA
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 110.75 |
7751.7
|
No
|
4584-LBNMK
|
Male
| 1 |
Yes
|
No
| 45 |
Yes
|
Yes
|
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)
| 24.7 |
1174.35
|
No
|
3898-GUYTS
|
Female
| 1 |
No
|
No
| 45 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 97.05 |
4385.05
|
No
|
0930-EHUZA
|
Female
| 0 |
No
|
No
| 36 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Mailed check
| 76.35 |
2606.35
|
No
|
6413-XKKPU
|
Male
| 0 |
Yes
|
Yes
| 17 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 89.4 |
1539.45
|
Yes
|
9975-SKRNR
|
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
| 18.9 |
18.9
|
No
|
3703-KBKZP
|
Male
| 1 |
No
|
No
| 16 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 74.45 |
1261.35
|
No
|
1449-XQEMT
|
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
|
Mailed check
| 19.8 |
58.15
|
Yes
|
2626-URJFX
|
Male
| 0 |
Yes
|
Yes
| 4 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 50.9 |
225.6
|
Yes
|
4973-MGTON
|
Female
| 0 |
Yes
|
No
| 71 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 84.4 |
5969.3
|
No
|
3682-YEUWS
|
Male
| 0 |
Yes
|
Yes
| 10 |
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
|
Mailed check
| 24.4 |
253.9
|
No
|
1223-UNPKS
|
Male
| 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
|
Two year
|
No
|
Mailed check
| 20.05 |
400
|
No
|
2612-RRIDN
|
Male
| 0 |
No
|
No
| 4 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 81 |
340.85
|
Yes
|
4735-ASGMA
|
Male
| 0 |
No
|
No
| 26 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 98.35 |
2515.3
|
Yes
|
3446-QDSZF
|
Female
| 0 |
No
|
No
| 4 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 55.5 |
227.35
|
No
|
3669-LVWZB
|
Male
| 0 |
No
|
No
| 5 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 51 |
305.95
|
Yes
|
6892-EZDTG
|
Female
| 0 |
Yes
|
No
| 4 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 91.65 |
365.4
|
Yes
|
5117-IFGPS
|
Male
| 1 |
Yes
|
No
| 29 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 84.3 |
2357.75
|
No
|
7379-FNIUJ
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 100.2 |
198.5
|
No
|
1627-AFWVJ
|
Female
| 0 |
No
|
No
| 29 |
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
| 19.4 |
554.25
|
No
|
9725-SCPZG
|
Male
| 0 |
No
|
Yes
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 90.85 |
90.85
|
Yes
|
5884-GCYMI
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 69.4 |
69.4
|
Yes
|
3217-FZDMN
|
Female
| 1 |
No
|
No
| 8 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 94.45 |
742.95
|
Yes
|
4486-EFAEB
|
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
|
Month-to-month
|
Yes
|
Electronic check
| 20.4 |
251.65
|
No
|
0060-FUALY
|
Female
| 0 |
Yes
|
No
| 59 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 94.75 |
5597.65
|
No
|
7853-GVUDZ
|
Female
| 0 |
Yes
|
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
|
Credit card (automatic)
| 20.15 |
20.15
|
Yes
|
7480-QNVZJ
|
Male
| 1 |
No
|
No
| 50 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.7 |
4816.7
|
Yes
|
6954-OOYZZ
|
Male
| 0 |
Yes
|
No
| 18 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 44.35 |
768.05
|
No
|
7088-FBAWU
|
Female
| 0 |
Yes
|
Yes
| 17 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 74.55 |
1215.8
|
No
|
8313-AFGBW
|
Male
| 0 |
Yes
|
No
| 47 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 73.6 |
3522.65
|
No
|
3943-KDREE
|
Female
| 0 |
No
|
No
| 26 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 74.95 |
1834.95
|
Yes
|
9239-ZBZZV
|
Female
| 0 |
No
|
No
| 6 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 47.95 |
305.1
|
Yes
|
3097-IDVPU
|
Male
| 0 |
Yes
|
Yes
| 19 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 50.1 |
910.45
|
No
|
4398-HSCJH
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 63.6 |
155.65
|
Yes
|
2197-OMWGI
|
Female
| 1 |
Yes
|
Yes
| 68 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 53 |
3656.25
|
No
|
2303-PJYHN
|
Female
| 0 |
Yes
|
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
|
Bank transfer (automatic)
| 19.85 |
52
|
No
|
9795-VOWON
|
Male
| 0 |
No
|
No
| 7 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 24.35 |
150.85
|
No
|
1237-WIYYZ
|
Female
| 0 |
No
|
No
| 18 |
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 |
389.25
|
No
|
1987-AUELQ
|
Female
| 0 |
Yes
|
No
| 71 |
Yes
|
Yes
|
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)
| 25.05 |
1873.7
|
No
|
7852-LECYP
|
Male
| 1 |
Yes
|
No
| 13 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 93.8 |
1261
|
No
|
4430-UZIPO
|
Male
| 0 |
No
|
No
| 3 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 36.85 |
108.7
|
Yes
|
4822-LPTYJ
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 103.75 |
7346.2
|
No
|
8165-CBKXO
|
Male
| 0 |
Yes
|
Yes
| 66 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 56.75 |
3708.4
|
No
|
6527-PZFPV
|
Male
| 0 |
Yes
|
Yes
| 24 |
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)
| 20.8 |
469.65
|
No
|
4855-SNKMY
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 44.1 |
44.1
|
Yes
|
9593-CVZKR
|
Female
| 0 |
Yes
|
Yes
| 56 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
Yes
|
Mailed check
| 24.45 |
1385.85
|
No
|
8595-SIZNC
|
Female
| 1 |
Yes
|
No
| 22 |
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)
| 25.6 |
548.8
|
No
|
8008-HAWED
|
Male
| 0 |
No
|
No
| 14 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 50.75 |
712.75
|
Yes
|
7124-UGSUR
|
Female
| 1 |
Yes
|
No
| 61 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 104.4 |
6405
|
Yes
|
1862-SKORY
|
Female
| 1 |
Yes
|
No
| 40 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 39.3 |
1637.4
|
Yes
|
5236-XMZJY
|
Female
| 0 |
No
|
No
| 42 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 59.65 |
2536.55
|
No
|
4827-DPADN
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 83.3 |
6042.7
|
No
|
2694-CIUMO
|
Female
| 0 |
No
|
No
| 12 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 79.55 |
958.25
|
No
|
5846-ABOBJ
|
Male
| 0 |
Yes
|
No
| 71 |
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)
| 24.45 |
1730.65
|
No
|
1439-LCGVL
|
Female
| 0 |
Yes
|
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
|
No
|
Mailed check
| 19.2 |
459.6
|
No
|
0909-SDHNU
|
Female
| 0 |
No
|
Yes
| 7 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 29.8 |
201.95
|
No
|
4647-XXZAM
|
Female
| 0 |
Yes
|
Yes
| 6 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 45.5 |
285.2
|
No
|
1502-XFCVR
|
Female
| 0 |
No
|
No
| 58 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 106.45 |
6145.85
|
Yes
|
7740-KKCXF
|
Male
| 0 |
Yes
|
No
| 51 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 30.05 |
1529.45
|
No
|
5360-XGYAZ
|
Male
| 0 |
Yes
|
Yes
| 72 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 65.65 |
4664.5
|
No
|
9692-TUSXH
|
Female
| 0 |
No
|
No
| 18 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 96.05 |
1740.7
|
Yes
|
7912-SYRQT
|
Female
| 0 |
No
|
No
| 7 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 75.1 |
552.95
|
Yes
|
3557-HTYWR
|
Female
| 0 |
No
|
No
| 47 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Mailed check
| 74.05 |
3496.3
|
No
|
4816-JBHOV
|
Male
| 1 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 44.7 |
93.7
|
Yes
|
8920-NAVAY
|
Male
| 1 |
No
|
No
| 62 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 110.75 |
7053.35
|
No
|
1699-TLDLZ
|
Female
| 0 |
Yes
|
Yes
| 16 |
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
| 19.7 |
301.55
|
No
|
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