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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1403-LKLIK
|
Female
| 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
|
No
|
Mailed check
| 20.1 |
579.4
|
No
|
2636-ALXXZ
|
Female
| 1 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.6 |
69.6
|
Yes
|
7774-OJSXI
|
Male
| 0 |
No
|
No
| 31 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 103.45 |
3066.45
|
Yes
|
7786-WBJYI
|
Female
| 0 |
No
|
No
| 4 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 77.95 |
305.55
|
Yes
|
0136-IFMYD
|
Male
| 1 |
Yes
|
No
| 69 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 109.95 |
7634.25
|
No
|
5144-TVGLP
|
Male
| 1 |
No
|
No
| 38 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 94.75 |
3653
|
No
|
9643-AVVWI
|
Female
| 0 |
Yes
|
Yes
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 80 |
241.3
|
No
|
0253-ZTEOB
|
Female
| 0 |
Yes
|
Yes
| 48 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 79.65 |
3870.3
|
No
|
2706-QZIHY
|
Female
| 0 |
Yes
|
No
| 15 |
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 |
387.9
|
No
|
6061-PQHMK
|
Female
| 0 |
No
|
No
| 25 |
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)
| 19.9 |
527.5
|
No
|
9885-CSMWE
|
Female
| 1 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 78.45 |
78.45
|
Yes
|
6137-MFAJN
|
Female
| 0 |
No
|
No
| 48 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 44.8 |
2104.55
|
No
|
9122-UMROB
|
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
| 20.3 |
20.3
|
No
|
4232-JGKIY
|
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
|
Electronic check
| 19.2 |
19.2
|
No
|
2402-TAIRZ
|
Female
| 0 |
No
|
No
| 37 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Electronic check
| 80.05 |
3019.1
|
No
|
9659-ZTWSM
|
Male
| 1 |
Yes
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 107.35 |
7051.95
|
No
|
9139-TWBAS
|
Female
| 0 |
Yes
|
No
| 26 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 47.85 |
1190.5
|
No
|
6685-GBWJZ
|
Male
| 0 |
Yes
|
No
| 63 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
One year
|
No
|
Credit card (automatic)
| 70.8 |
4448.8
|
No
|
5016-ETTFF
|
Male
| 0 |
No
|
No
| 10 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 29.5 |
255.25
|
Yes
|
3866-MDTUB
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 70.75 |
146.9
|
Yes
|
2195-VVRJF
|
Male
| 1 |
Yes
|
No
| 18 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 59.1 |
1011.05
|
No
|
3913-RDSJZ
|
Female
| 0 |
Yes
|
No
| 64 |
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
| 25.55 |
1714.95
|
No
|
8058-JMEQO
|
Female
| 1 |
No
|
No
| 9 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 84.45 |
762.5
|
Yes
|
4203-QGNZA
|
Female
| 0 |
No
|
Yes
| 28 |
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
| 20.25 |
535.35
|
No
|
5043-TRZWM
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 75.55 |
75.55
|
No
|
0697-ZMSWS
|
Male
| 0 |
No
|
No
| 4 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85.65 |
338.9
|
Yes
|
7657-DYEPJ
|
Male
| 1 |
No
|
No
| 38 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 70.15 |
2497.35
|
Yes
|
9494-BDNNC
|
Male
| 0 |
Yes
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
One year
|
No
|
Electronic check
| 95.3 |
6273.4
|
No
|
1640-PLFMP
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.25 |
70.25
|
No
|
5366-OBVMR
|
Female
| 0 |
Yes
|
No
| 18 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 50.3 |
908.75
|
No
|
8276-MQBYC
|
Male
| 1 |
No
|
No
| 51 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 97.8 |
4913.3
|
Yes
|
7644-OMVMY
|
Male
| 0 |
Yes
|
Yes
| 0 |
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 |
No
|
|
7593-XFKDI
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 46.3 |
46.3
|
Yes
|
4573-JKNAE
|
Male
| 0 |
No
|
Yes
| 12 |
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)
| 19.35 |
212.3
|
No
|
0337-CNPZE
|
Female
| 0 |
No
|
No
| 41 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 106.3 |
4443.45
|
Yes
|
9817-APLHW
|
Male
| 0 |
No
|
No
| 12 |
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
| 25 |
316.2
|
No
|
8380-MQINP
|
Female
| 0 |
Yes
|
Yes
| 55 |
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
| 20.3 |
1079.05
|
No
|
0840-DFEZH
|
Female
| 0 |
No
|
No
| 7 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.35 |
564.65
|
No
|
1513-XNPPH
|
Female
| 0 |
No
|
No
| 12 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 89.4 |
1095.65
|
Yes
|
8690-ZVLCL
|
Female
| 0 |
Yes
|
Yes
| 68 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 88 |
6161.9
|
No
|
6015-VVHHE
|
Female
| 1 |
No
|
No
| 5 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 83.15 |
446.05
|
Yes
|
1125-SNVCK
|
Female
| 1 |
No
|
No
| 49 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 43.8 |
2106.05
|
No
|
0384-LPITE
|
Male
| 0 |
No
|
No
| 40 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 62.05 |
2511.55
|
No
|
4616-EWBNJ
|
Female
| 0 |
No
|
No
| 16 |
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)
| 20.1 |
318.6
|
No
|
6347-DCUIK
|
Male
| 0 |
No
|
No
| 10 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 74.15 |
811.8
|
Yes
|
1335-HQMKX
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 101.35 |
7323.15
|
No
|
2545-EBUPK
|
Female
| 1 |
No
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 84.05 |
186.05
|
No
|
6923-AQONU
|
Male
| 0 |
Yes
|
Yes
| 23 |
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
| 20.9 |
454
|
No
|
2172-EJXVF
|
Female
| 1 |
No
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 105.9 |
7521.95
|
No
|
0897-FEGMU
|
Female
| 0 |
Yes
|
No
| 11 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 99.5 |
1056.95
|
Yes
|
7663-RGWBC
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 44.15 |
44.15
|
Yes
|
1120-BMWUB
|
Female
| 0 |
No
|
No
| 16 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 53.9 |
834.15
|
Yes
|
9124-LHCJQ
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 85.45 |
85.45
|
Yes
|
4536-PLEQY
|
Male
| 0 |
Yes
|
No
| 12 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 85.05 |
999.8
|
No
|
7029-IJEJK
|
Female
| 0 |
No
|
No
| 54 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 44.1 |
2369.7
|
No
|
8871-JLMHM
|
Female
| 0 |
Yes
|
No
| 68 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 90.2 |
6297.65
|
No
|
2235-ZGKPT
|
Female
| 0 |
Yes
|
Yes
| 4 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 50.85 |
239.55
|
Yes
|
3891-PUQOD
|
Female
| 0 |
No
|
Yes
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 59.2 |
59.2
|
Yes
|
5447-VYTKW
|
Male
| 0 |
No
|
No
| 27 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 53.45 |
1461.45
|
No
|
3623-FQBOX
|
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
|
Month-to-month
|
Yes
|
Mailed check
| 19.95 |
416.4
|
No
|
0689-NKYLF
|
Male
| 0 |
No
|
No
| 13 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 83.2 |
1060.6
|
Yes
|
8659-HDIYE
|
Female
| 1 |
No
|
No
| 64 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 74.65 |
4869.35
|
No
|
3658-KIBGF
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 54.9 |
54.9
|
Yes
|
3474-BAFSJ
|
Male
| 0 |
Yes
|
No
| 57 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 57.5 |
3265.95
|
No
|
5519-YLDGW
|
Female
| 0 |
Yes
|
No
| 21 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 103.9 |
2254.2
|
Yes
|
3865-ZFZIB
|
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
|
Two year
|
No
|
Mailed check
| 19.65 |
358.15
|
No
|
1855-AGAWH
|
Male
| 0 |
Yes
|
No
| 31 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 93.8 |
2939.8
|
No
|
7109-CQYUZ
|
Male
| 0 |
No
|
No
| 52 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Mailed check
| 89.25 |
4652.4
|
No
|
1370-GGAWX
|
Female
| 0 |
No
|
No
| 46 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
One year
|
Yes
|
Electronic check
| 94.15 |
4408.45
|
No
|
4680-KUTAJ
|
Female
| 1 |
No
|
No
| 11 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 55.6 |
580.8
|
No
|
5307-UVGNB
|
Female
| 0 |
Yes
|
Yes
| 53 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 48.7 |
2495.2
|
No
|
4946-EDSEW
|
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
|
Month-to-month
|
Yes
|
Mailed check
| 19.25 |
180.3
|
Yes
|
2883-ILGWO
|
Male
| 1 |
No
|
No
| 57 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 104.9 |
5913.95
|
No
|
2516-VQRRV
|
Female
| 1 |
No
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 75.45 |
158.4
|
Yes
|
7580-UGXNC
|
Female
| 1 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 54.85 |
104.2
|
Yes
|
3642-BYHDO
|
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)
| 19.9 |
1389.35
|
No
|
9629-NHXFW
|
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
|
Mailed check
| 19.4 |
19.4
|
No
|
2696-RZVZW
|
Male
| 0 |
Yes
|
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
|
Credit card (automatic)
| 25.05 |
1629.2
|
No
|
5766-FTRTS
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Mailed check
| 84.45 |
6033.1
|
No
|
0396-HUJBP
|
Female
| 0 |
No
|
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
|
Mailed check
| 19.3 |
44.4
|
No
|
5178-LMXOP
|
Male
| 1 |
Yes
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.1 |
95.1
|
Yes
|
8879-ZKJOF
|
Female
| 0 |
No
|
No
| 41 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 79.85 |
3320.75
|
No
|
6285-FTQBF
|
Male
| 0 |
Yes
|
Yes
| 72 |
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)
| 25.55 |
1867.7
|
No
|
8185-UPYBR
|
Male
| 0 |
Yes
|
No
| 6 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.5 |
438
|
Yes
|
4585-HETAI
|
Female
| 0 |
Yes
|
Yes
| 4 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 73.75 |
325.45
|
Yes
|
7526-BEZQB
|
Male
| 0 |
No
|
No
| 12 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 96.05 |
1148.1
|
Yes
|
1474-JUWSM
|
Female
| 0 |
Yes
|
No
| 58 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Electronic check
| 68.4 |
3972.25
|
No
|
3530-CRZSB
|
Female
| 0 |
No
|
No
| 7 |
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
| 20.65 |
155.9
|
No
|
8498-XXGWA
|
Female
| 0 |
Yes
|
No
| 65 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 55.15 |
3673.15
|
No
|
9617-INGJY
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 70.6 |
70.6
|
No
|
0621-TSSMU
|
Male
| 0 |
Yes
|
No
| 56 |
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)
| 19.95 |
1126.75
|
No
|
7234-KMNRQ
|
Male
| 0 |
No
|
No
| 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
| 19 |
73.45
|
No
|
7636-PEPNS
|
Female
| 0 |
Yes
|
Yes
| 58 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Mailed check
| 44.1 |
2413.05
|
No
|
4683-WYDOU
|
Male
| 0 |
Yes
|
No
| 62 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 107.6 |
6912.7
|
No
|
9052-DHNKM
|
Male
| 0 |
No
|
No
| 26 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
One year
|
No
|
Electronic check
| 61.55 |
1581.95
|
No
|
6794-HKIAJ
|
Male
| 0 |
No
|
No
| 62 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 90.7 |
5586.45
|
No
|
5578-NKCXI
|
Female
| 0 |
Yes
|
Yes
| 58 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 99.25 |
5846.65
|
No
|
1642-HMARX
|
Female
| 0 |
Yes
|
No
| 68 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 91.7 |
6424.7
|
No
|
3096-WPXBT
|
Female
| 0 |
Yes
|
Yes
| 61 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 100.7 |
6018.65
|
No
|
8434-PNQZX
|
Female
| 0 |
No
|
No
| 42 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 78.45 |
3373.4
|
No
|
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