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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6380-ARCEH
|
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
|
3679-XASPY
|
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
|
No
|
Electronic check
| 19.45 |
19.45
|
No
|
7123-WQUHX
|
Male
| 0 |
No
|
No
| 38 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 95 |
3605.6
|
No
|
5386-THSLQ
|
Female
| 1 |
Yes
|
No
| 66 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 45.55 |
3027.25
|
No
|
3192-NQECA
|
Male
| 0 |
Yes
|
No
| 68 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 110 |
7611.85
|
Yes
|
6180-YBIQI
|
Male
| 0 |
No
|
No
| 5 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 24.3 |
100.2
|
No
|
6728-DKUCO
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 104.15 |
7303.05
|
No
|
9750-BOOHV
|
Female
| 0 |
No
|
No
| 32 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
One year
|
No
|
Mailed check
| 30.15 |
927.65
|
No
|
8597-CWYHH
|
Male
| 0 |
No
|
No
| 43 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
No
|
Mailed check
| 94.35 |
3921.3
|
No
|
2848-YXSMW
|
Male
| 0 |
Yes
|
Yes
| 72 |
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)
| 19.4 |
1363.25
|
No
|
0486-HECZI
|
Male
| 0 |
Yes
|
No
| 55 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 96.75 |
5238.9
|
Yes
|
4549-ZDQYY
|
Female
| 0 |
No
|
No
| 52 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 57.95 |
3042.25
|
No
|
5712-AHQNN
|
Female
| 0 |
No
|
No
| 43 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 91.65 |
3954.1
|
No
|
4846-WHAFZ
|
Female
| 1 |
Yes
|
No
| 37 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 76.5 |
2868.15
|
Yes
|
5256-SKJGO
|
Female
| 0 |
Yes
|
Yes
| 64 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 54.6 |
3423.5
|
No
|
3071-VBYPO
|
Male
| 0 |
Yes
|
Yes
| 3 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 89.85 |
248.4
|
No
|
9560-BBZXK
|
Female
| 0 |
No
|
No
| 36 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 31.05 |
1126.35
|
No
|
5299-RULOA
|
Female
| 0 |
Yes
|
Yes
| 10 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.25 |
1064.65
|
Yes
|
8402-OOOHJ
|
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
| 20.65 |
835.15
|
No
|
9445-ZUEQE
|
Male
| 0 |
Yes
|
Yes
| 27 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 85.2 |
2151.6
|
No
|
1091-SOZGA
|
Female
| 0 |
Yes
|
Yes
| 56 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 99.8 |
5515.45
|
No
|
2928-HLDBA
|
Female
| 0 |
No
|
No
| 6 |
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
| 20.7 |
112.75
|
No
|
0404-SWRVG
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.4 |
229.55
|
Yes
|
6497-TILVL
|
Female
| 0 |
Yes
|
Yes
| 7 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 50.7 |
350.35
|
No
|
7219-TLZHO
|
Female
| 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
|
Month-to-month
|
No
|
Mailed check
| 20.85 |
62.9
|
No
|
4622-YNKIJ
|
Male
| 0 |
No
|
No
| 33 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Electronic check
| 88.95 |
3027.65
|
No
|
4412-YLTKF
|
Female
| 1 |
No
|
No
| 27 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 78.05 |
2135.5
|
Yes
|
6734-PSBAW
|
Male
| 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
|
Yes
|
Bank transfer (automatic)
| 23.55 |
1723.95
|
No
|
3930-ZGWVE
|
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
| 19.75 |
19.75
|
No
|
2639-UGMAZ
|
Male
| 1 |
No
|
No
| 71 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 56.45 |
3985.35
|
No
|
2876-GZYZC
|
Female
| 0 |
No
|
No
| 13 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85.95 |
1215.65
|
No
|
6207-WIOLX
|
Female
| 0 |
Yes
|
Yes
| 25 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 58.6 |
1502.65
|
Yes
|
8587-XYZSF
|
Male
| 0 |
No
|
No
| 67 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 50.55 |
3260.1
|
No
|
3091-FYHKI
|
Male
| 0 |
No
|
No
| 1 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 35.45 |
35.45
|
Yes
|
2372-HWUHI
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 44.35 |
81.25
|
Yes
|
7799-LGRDP
|
Female
| 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
|
Yes
|
Credit card (automatic)
| 25.7 |
1188.2
|
No
|
7850-VWJUU
|
Female
| 0 |
No
|
No
| 23 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 75 |
1778.5
|
No
|
3774-VBNXY
|
Female
| 0 |
Yes
|
Yes
| 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
|
Mailed check
| 20.2 |
1277.75
|
No
|
6217-KDYWC
|
Male
| 0 |
No
|
Yes
| 57 |
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
| 19.6 |
1170.55
|
No
|
0390-DCFDQ
|
Female
| 1 |
Yes
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 70.45 |
70.45
|
Yes
|
3146-MSEGF
|
Female
| 1 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 88.05 |
6425.65
|
No
|
4080-OGPJL
|
Female
| 0 |
No
|
No
| 8 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 71.15 |
563.65
|
Yes
|
1095-WGNGG
|
Female
| 0 |
Yes
|
No
| 61 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 101.05 |
5971.25
|
No
|
2636-SJDOU
|
Male
| 0 |
No
|
No
| 64 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 84.3 |
5289.05
|
No
|
1131-QQZEB
|
Male
| 1 |
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)
| 23.95 |
1756.2
|
No
|
5716-EZXZN
|
Female
| 0 |
Yes
|
Yes
| 65 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 99.05 |
6416.7
|
No
|
6837-BJYDQ
|
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
|
No
|
Mailed check
| 19.6 |
61.35
|
No
|
2135-RXIHG
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 45.65 |
45.65
|
Yes
|
6440-DKQGE
|
Male
| 0 |
No
|
Yes
| 30 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
No
|
Credit card (automatic)
| 64.5 |
1929.95
|
No
|
3466-BYAVD
|
Male
| 0 |
Yes
|
Yes
| 15 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 69.5 |
1071.4
|
No
|
3780-YVMFA
|
Female
| 0 |
Yes
|
Yes
| 8 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 68.55 |
564.35
|
No
|
3874-EQOEP
|
Male
| 0 |
No
|
No
| 7 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 95 |
655.5
|
Yes
|
1679-JRFBR
|
Female
| 0 |
Yes
|
Yes
| 70 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 108.15 |
7930.55
|
No
|
9073-ZZIAY
|
Male
| 0 |
Yes
|
Yes
| 62 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 86.1 |
5215.25
|
No
|
3077-RSNTJ
|
Female
| 0 |
Yes
|
Yes
| 6 |
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
| 19.7 |
113.5
|
No
|
6551-GNYDG
|
Female
| 0 |
Yes
|
Yes
| 14 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 80.9 |
1152.8
|
No
|
9167-APMXZ
|
Female
| 0 |
No
|
No
| 22 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 84.15 |
1821.95
|
No
|
2749-CTKAJ
|
Male
| 0 |
Yes
|
Yes
| 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
| 20.15 |
419.9
|
No
|
6371-NZYEG
|
Male
| 0 |
Yes
|
Yes
| 16 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
No
|
Two year
|
No
|
Mailed check
| 64.25 |
1024
|
No
|
7554-NEWDD
|
Male
| 0 |
No
|
No
| 10 |
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)
| 25.7 |
251.6
|
No
|
8992-VONJD
|
Female
| 0 |
No
|
Yes
| 13 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 56 |
764.55
|
No
|
0867-MKZVY
|
Female
| 0 |
Yes
|
No
| 20 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 82.4 |
1592.35
|
Yes
|
4482-EWFMI
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.7 |
135.2
|
No
|
4648-YPBTM
|
Male
| 0 |
No
|
No
| 53 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 73.9 |
3958.25
|
No
|
2907-ILJBN
|
Female
| 0 |
Yes
|
Yes
| 11 |
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
| 20.6 |
233.9
|
No
|
6345-FZOQH
|
Male
| 0 |
Yes
|
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
|
Mailed check
| 19.9 |
1363.45
|
No
|
3376-BMGFE
|
Female
| 0 |
No
|
No
| 4 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 70.9 |
273
|
Yes
|
5997-OPVFA
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 89.05 |
6254.45
|
No
|
3445-HXXGF
|
Male
| 1 |
Yes
|
No
| 58 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 45.3 |
2651.2
|
Yes
|
1159-WFSGR
|
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
|
Month-to-month
|
No
|
Electronic check
| 20.4 |
321.4
|
No
|
7654-YWJUF
|
Male
| 0 |
Yes
|
No
| 43 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 84.25 |
3539.25
|
No
|
1875-QIVME
|
Female
| 0 |
Yes
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 104.4 |
242.8
|
Yes
|
6727-IOTLZ
|
Male
| 0 |
Yes
|
No
| 14 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Mailed check
| 81.95 |
1181.75
|
No
|
0691-JVSYA
|
Female
| 0 |
Yes
|
No
| 53 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 94.85 |
5000.2
|
Yes
|
5918-VUKWP
|
Female
| 0 |
No
|
No
| 32 |
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)
| 20.55 |
654.55
|
No
|
1744-JHKYS
|
Female
| 0 |
Yes
|
No
| 34 |
Yes
|
Yes
|
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
| 24.7 |
780.2
|
No
|
2656-FMOKZ
|
Female
| 1 |
No
|
No
| 15 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 74.45 |
1145.7
|
Yes
|
2070-FNEXE
|
Female
| 1 |
No
|
No
| 7 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 76.45 |
503.6
|
Yes
|
5947-SGKCL
|
Female
| 0 |
Yes
|
Yes
| 15 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 105.35 |
1559.25
|
No
|
3712-PKXZA
|
Male
| 0 |
Yes
|
No
| 61 |
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)
| 20.55 |
1252
|
No
|
6317-YPKDH
|
Female
| 0 |
No
|
No
| 1 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 29.95 |
29.95
|
Yes
|
6582-OIVSP
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 45.3 |
45.3
|
No
|
9367-WXLCH
|
Male
| 0 |
No
|
No
| 8 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 84.5 |
662.65
|
Yes
|
5524-KHNJP
|
Male
| 0 |
Yes
|
Yes
| 33 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 74.75 |
2453.3
|
No
|
1918-ZBFQJ
|
Female
| 0 |
No
|
No
| 13 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.25 |
1111.65
|
Yes
|
1024-GUALD
|
Female
| 0 |
Yes
|
No
| 1 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 24.8 |
24.8
|
Yes
|
4827-USJHP
|
Male
| 0 |
No
|
No
| 20 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 51.8 |
1023.85
|
No
|
8167-GJLRN
|
Male
| 0 |
No
|
No
| 3 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 30.4 |
82.15
|
No
|
0956-SYCWG
|
Female
| 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
|
No
|
Electronic check
| 19.65 |
244.8
|
No
|
8017-UVSZU
|
Female
| 0 |
Yes
|
No
| 40 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 56.6 |
2379.1
|
No
|
7100-FQPRV
|
Male
| 0 |
Yes
|
Yes
| 43 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 71.9 |
3173.35
|
No
|
2472-OVKUP
|
Male
| 0 |
Yes
|
No
| 6 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 91 |
531
|
Yes
|
2984-RGEYA
|
Female
| 0 |
Yes
|
Yes
| 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
|
Bank transfer (automatic)
| 19.75 |
1375.4
|
No
|
9680-NIAUV
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 109.7 |
8129.3
|
No
|
2146-EGVDT
|
Male
| 0 |
Yes
|
Yes
| 59 |
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)
| 19.3 |
1192.7
|
No
|
2604-IJPDU
|
Female
| 0 |
Yes
|
No
| 20 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 96.55 |
1901.65
|
No
|
9178-JHUVJ
|
Male
| 0 |
Yes
|
Yes
| 24 |
Yes
|
Yes
|
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)
| 24.1 |
587.4
|
No
|
6168-YBYNP
|
Male
| 0 |
No
|
No
| 59 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 111.35 |
6519.75
|
No
|
7255-SSFBC
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 112.25 |
8041.65
|
No
|
3645-DEYGF
|
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
|
No
|
Mailed check
| 20.75 |
20.75
|
No
|
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