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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0608-JDVEC
|
Male
| 0 |
Yes
|
No
| 50 |
Yes
|
No
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
Two year
|
No
|
Electronic check
| 19.8 |
1013.2
|
No
|
9780-FKVVF
|
Male
| 0 |
No
|
No
| 6 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 59.15 |
336.7
|
No
|
1919-RTPQD
|
Male
| 0 |
Yes
|
Yes
| 7 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 44.75 |
333.65
|
No
|
5214-NLTIT
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 90.8 |
6511.8
|
No
|
3345-PBBFH
|
Male
| 0 |
Yes
|
No
| 8 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 49.55 |
393.45
|
No
|
5055-BRMNE
|
Female
| 0 |
Yes
|
Yes
| 67 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 106.7 |
7009.5
|
No
|
9189-JWSHV
|
Female
| 1 |
Yes
|
No
| 24 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 93.55 |
2264.05
|
Yes
|
2190-PHBHR
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 94.45 |
6921.7
|
No
|
2650-GYRYL
|
Male
| 0 |
Yes
|
Yes
| 33 |
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)
| 19.45 |
600.25
|
No
|
0746-JTRFU
|
Male
| 0 |
No
|
No
| 2 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 25.05 |
56.35
|
Yes
|
5208-FVQKB
|
Male
| 0 |
Yes
|
No
| 70 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Mailed check
| 67.95 |
4664.15
|
No
|
7184-LRUUR
|
Female
| 0 |
No
|
No
| 22 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 65.25 |
1441.8
|
No
|
6627-CFOSN
|
Female
| 0 |
No
|
No
| 59 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 99.45 |
5623.7
|
No
|
3982-JGSFD
|
Male
| 0 |
No
|
No
| 36 |
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)
| 20.35 |
695.85
|
No
|
1574-DYCWE
|
Female
| 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
|
Mailed check
| 19.95 |
1028.75
|
No
|
7247-XOZPB
|
Male
| 0 |
Yes
|
No
| 53 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 77.4 |
4155.95
|
No
|
2466-FCCPT
|
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
|
One year
|
No
|
Bank transfer (automatic)
| 19.7 |
395.6
|
No
|
6211-WWLTF
|
Male
| 0 |
Yes
|
No
| 63 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 99.7 |
6330.4
|
No
|
4826-TZEVA
|
Female
| 0 |
No
|
No
| 40 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 74.8 |
2971.7
|
No
|
6016-NXBNJ
|
Male
| 0 |
No
|
No
| 35 |
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
| 19.15 |
638
|
No
|
9138-EFSMO
|
Male
| 0 |
Yes
|
Yes
| 26 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 78.95 |
2034.25
|
No
|
0576-WNXXC
|
Male
| 1 |
Yes
|
No
| 27 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.55 |
2510.2
|
Yes
|
4632-XJMEX
|
Male
| 0 |
No
|
Yes
| 53 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 62.85 |
3419.5
|
No
|
8910-LEDAG
|
Male
| 1 |
Yes
|
No
| 34 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 71.55 |
2427.35
|
No
|
3452-GWUIN
|
Female
| 1 |
Yes
|
No
| 19 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.95 |
1760.25
|
No
|
2716-GFZOR
|
Male
| 0 |
Yes
|
No
| 43 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 86.1 |
3551.65
|
No
|
3724-UCSHY
|
Male
| 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
| 19.55 |
122.9
|
No
|
8626-XHBIE
|
Male
| 0 |
No
|
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
| 24.8 |
1424.2
|
No
|
4628-CTTLA
|
Male
| 0 |
No
|
No
| 57 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 39.3 |
2111.45
|
Yes
|
3192-LNKRK
|
Male
| 0 |
Yes
|
Yes
| 34 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 84.05 |
2909.95
|
No
|
4439-YRNVD
|
Female
| 0 |
No
|
No
| 10 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 36.25 |
374
|
No
|
2876-VBBBL
|
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
|
Yes
|
Mailed check
| 20.25 |
20.25
|
Yes
|
6834-NXDCA
|
Female
| 0 |
No
|
No
| 13 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 23.9 |
300.8
|
Yes
|
2208-UGTGR
|
Male
| 0 |
No
|
No
| 56 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 98.6 |
5581.05
|
No
|
3005-TYFRD
|
Female
| 0 |
Yes
|
No
| 55 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 103.65 |
5676.65
|
No
|
8670-MEFCP
|
Female
| 0 |
Yes
|
Yes
| 36 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 92.9 |
3379.25
|
No
|
3079-BCHLN
|
Male
| 0 |
Yes
|
No
| 47 |
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)
| 19.9 |
942.95
|
No
|
7777-UNYHB
|
Female
| 0 |
Yes
|
Yes
| 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
|
Yes
|
Credit card (automatic)
| 20.1 |
232.4
|
No
|
5597-GLBUC
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 85.45 |
85.45
|
Yes
|
7278-CKDNC
|
Male
| 1 |
No
|
No
| 24 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 80.5 |
2088.45
|
No
|
2748-MYRVK
|
Female
| 0 |
No
|
No
| 63 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 99.9 |
6137
|
Yes
|
8450-UYIBU
|
Female
| 1 |
No
|
No
| 35 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 39.85 |
1434.6
|
No
|
2969-VAPYH
|
Female
| 0 |
No
|
No
| 67 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 60.5 |
3870
|
No
|
4822-YCXMX
|
Male
| 0 |
No
|
No
| 25 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 84.8 |
2043.45
|
Yes
|
7181-OQCUT
|
Male
| 0 |
No
|
No
| 21 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 103.85 |
2215
|
No
|
8474-UMLNT
|
Female
| 0 |
No
|
No
| 13 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 67.8 |
842.25
|
No
|
9821-POOTN
|
Male
| 0 |
Yes
|
No
| 35 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.2 |
2576.2
|
Yes
|
3836-FZSDJ
|
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)
| 24.85 |
1901
|
No
|
9142-XMYJH
|
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
|
Month-to-month
|
No
|
Credit card (automatic)
| 19.35 |
601.6
|
No
|
6559-ILWKJ
|
Male
| 0 |
Yes
|
No
| 71 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 49.35 |
3515.25
|
Yes
|
0187-QSXOE
|
Male
| 1 |
Yes
|
No
| 7 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 89 |
605.45
|
No
|
7733-UDMTP
|
Female
| 1 |
No
|
No
| 57 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 55 |
3094.05
|
No
|
2649-HWLYB
|
Male
| 0 |
Yes
|
No
| 65 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 76.15 |
4929.55
|
No
|
5214-CHIWJ
|
Male
| 0 |
No
|
No
| 27 |
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
| 20.3 |
595.05
|
No
|
4229-CZMLL
|
Male
| 0 |
No
|
No
| 6 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.9 |
469.8
|
Yes
|
6904-JLBGY
|
Female
| 1 |
No
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 117.35 |
8436.25
|
No
|
2465-BLLEU
|
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
| 19.75 |
19.75
|
No
|
1685-VAYJF
|
Male
| 0 |
No
|
No
| 11 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 45.2 |
492
|
No
|
8874-EJNSR
|
Male
| 0 |
Yes
|
Yes
| 39 |
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
| 25.2 |
987.95
|
No
|
6917-YACBP
|
Female
| 1 |
No
|
No
| 59 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 89.75 |
5496.9
|
No
|
5049-MUBWG
|
Male
| 0 |
No
|
No
| 26 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 75 |
1908.35
|
No
|
4223-WOZCM
|
Male
| 1 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 49.95 |
107.1
|
No
|
0769-MURVM
|
Female
| 0 |
Yes
|
Yes
| 72 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 65.7 |
4575.35
|
No
|
9253-VIFJQ
|
Male
| 0 |
Yes
|
No
| 65 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 67.05 |
4309.55
|
No
|
7030-FZTFM
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 110.9 |
7922.75
|
No
|
9741-YLNTD
|
Male
| 0 |
No
|
No
| 6 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 87.95 |
522.35
|
No
|
5917-RYRMG
|
Male
| 1 |
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
|
Credit card (automatic)
| 19.8 |
587.7
|
No
|
5120-ZBLAI
|
Female
| 0 |
Yes
|
No
| 50 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 75.7 |
3876.2
|
No
|
1194-BHJYC
|
Male
| 0 |
Yes
|
No
| 61 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Mailed check
| 62.15 |
3778.85
|
No
|
3663-MITLP
|
Female
| 0 |
No
|
No
| 15 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101.25 |
1457.25
|
Yes
|
0906-QVPMS
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 115.15 |
8349.45
|
No
|
9025-ZRPVR
|
Male
| 0 |
No
|
No
| 9 |
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
| 18.95 |
185.6
|
Yes
|
1905-OEILC
|
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
| 19.5 |
19.5
|
No
|
7858-GTZSP
|
Female
| 0 |
No
|
No
| 12 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 86.55 |
1066.9
|
No
|
3285-UCQVC
|
Female
| 0 |
No
|
No
| 37 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 28.6 |
973.55
|
Yes
|
6248-BSHKG
|
Male
| 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
|
Mailed check
| 20.4 |
1226.45
|
No
|
4685-TFLLS
|
Male
| 0 |
Yes
|
Yes
| 18 |
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)
| 19.8 |
342.3
|
No
|
3470-BTGQO
|
Male
| 0 |
No
|
Yes
| 21 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 45.65 |
985.05
|
No
|
1209-VFFOC
|
Male
| 0 |
Yes
|
Yes
| 68 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Mailed check
| 56.4 |
3948.45
|
No
|
8224-DWCKX
|
Male
| 1 |
No
|
No
| 12 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 73.3 |
828.05
|
No
|
5482-PLVPE
|
Female
| 1 |
No
|
No
| 2 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 24.35 |
41.85
|
Yes
|
4553-DVPZG
|
Female
| 0 |
Yes
|
No
| 62 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 101.35 |
6164.7
|
No
|
4902-OHLSK
|
Female
| 1 |
No
|
No
| 29 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 98.65 |
2862.75
|
Yes
|
6917-IAYHD
|
Male
| 0 |
No
|
Yes
| 1 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 33.6 |
33.6
|
No
|
0495-ZBNGW
|
Male
| 1 |
Yes
|
No
| 5 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 79.9 |
343.95
|
Yes
|
8620-RJPZN
|
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
|
Electronic check
| 20.7 |
20.7
|
No
|
7572-KPVKK
|
Male
| 0 |
No
|
Yes
| 62 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 104.05 |
6590.5
|
No
|
2642-MAWLJ
|
Female
| 0 |
Yes
|
Yes
| 36 |
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)
| 20.25 |
717.95
|
No
|
2357-COQEK
|
Female
| 1 |
No
|
No
| 28 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 103.3 |
2890.65
|
Yes
|
7103-ZGVNT
|
Female
| 0 |
Yes
|
Yes
| 69 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
One year
|
No
|
Credit card (automatic)
| 73.7 |
4885.85
|
No
|
3737-GCSPV
|
Female
| 0 |
Yes
|
No
| 11 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 96.2 |
1222.05
|
Yes
|
2027-WKXMW
|
Female
| 0 |
Yes
|
No
| 63 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 108.75 |
6871.7
|
No
|
7137-NAXML
|
Male
| 0 |
No
|
No
| 23 |
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)
| 20.15 |
405.6
|
No
|
2428-ZMCTB
|
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
|
Credit card (automatic)
| 19.75 |
208.25
|
No
|
2961-VNFKL
|
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
|
Yes
|
Credit card (automatic)
| 25.95 |
1801.9
|
No
|
1768-HNVGJ
|
Female
| 1 |
No
|
No
| 45 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 70.05 |
3062.45
|
No
|
6963-KQYQB
|
Female
| 0 |
Yes
|
Yes
| 70 |
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
| 24.05 |
1764.75
|
No
|
5934-RMPOV
|
Female
| 0 |
No
|
Yes
| 22 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 84.75 |
1816.75
|
No
|
1207-BLKSA
|
Female
| 0 |
Yes
|
Yes
| 52 |
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
| 23.05 |
1255.1
|
No
|
4088-YLDSU
|
Male
| 0 |
Yes
|
No
| 55 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 104.15 |
5743.05
|
Yes
|
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