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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6296-DDOOR
|
Female
| 0 |
No
|
No
| 19 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
One year
|
No
|
Electronic check
| 58.2 |
1045.25
|
No
|
7951-VRDVK
|
Female
| 0 |
No
|
No
| 36 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 85.85 |
3003.55
|
No
|
5931-FLJJF
|
Male
| 1 |
Yes
|
No
| 7 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 70.1 |
467.55
|
Yes
|
4815-YOSUK
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 104.9 |
7537.5
|
No
|
2659-VXMWZ
|
Male
| 0 |
Yes
|
Yes
| 67 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 111.3 |
7482.1
|
Yes
|
0380-NEAVX
|
Male
| 1 |
No
|
No
| 34 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 99.85 |
3343.15
|
No
|
3207-OYBWH
|
Male
| 1 |
Yes
|
No
| 57 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 95.25 |
5427.05
|
Yes
|
4285-GYRQC
|
Female
| 0 |
Yes
|
No
| 7 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 86.25 |
587.1
|
Yes
|
7216-EWTRS
|
Female
| 1 |
Yes
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.8 |
100.8
|
Yes
|
4365-MSDYN
|
Male
| 0 |
Yes
|
No
| 8 |
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
|
Bank transfer (automatic)
| 19.55 |
161.15
|
No
|
7036-TYDEC
|
Female
| 0 |
No
|
No
| 69 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 104 |
7028.5
|
No
|
5802-ADBRC
|
Female
| 0 |
Yes
|
No
| 50 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Mailed check
| 104.4 |
5232.9
|
No
|
8076-FEZKJ
|
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
|
One year
|
No
|
Mailed check
| 19.5 |
225.85
|
No
|
5197-YPYBZ
|
Female
| 0 |
Yes
|
Yes
| 12 |
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)
| 25.25 |
274.7
|
No
|
8337-MSSXB
|
Female
| 0 |
No
|
No
| 14 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 86.3 |
1180.95
|
Yes
|
4312-GVYNH
|
Female
| 0 |
Yes
|
No
| 70 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 49.85 |
3370.2
|
No
|
8495-LJDFO
|
Female
| 1 |
No
|
No
| 64 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 108.95 |
7111.3
|
No
|
0839-JTCUD
|
Female
| 0 |
Yes
|
Yes
| 66 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 89.9 |
5958.85
|
No
|
5494-WOZRZ
|
Female
| 0 |
Yes
|
Yes
| 71 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 82 |
5999.85
|
No
|
1302-UHBDD
|
Male
| 1 |
No
|
No
| 20 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 89.95 |
1648.45
|
No
|
2234-EOFPT
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 79.35 |
5753.25
|
No
|
8619-IJNDK
|
Female
| 0 |
Yes
|
Yes
| 71 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 64.05 |
4492.9
|
No
|
8378-LKJAF
|
Male
| 0 |
Yes
|
Yes
| 38 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 101.15 |
3956.7
|
No
|
8182-BJDSI
|
Female
| 0 |
No
|
No
| 28 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 89.95 |
2625.55
|
Yes
|
2528-HFYZX
|
Male
| 1 |
Yes
|
No
| 17 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 76.45 |
1233.4
|
Yes
|
1153-GNOLC
|
Male
| 0 |
No
|
No
| 33 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
One year
|
Yes
|
Electronic check
| 39.1 |
1309
|
No
|
3298-QEICA
|
Female
| 0 |
Yes
|
Yes
| 23 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Mailed check
| 34.6 |
813.45
|
No
|
0788-DXBFY
|
Male
| 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
|
One year
|
Yes
|
Electronic check
| 19.55 |
1108.8
|
No
|
3597-YASZG
|
Female
| 1 |
Yes
|
No
| 70 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 104.45 |
7349.35
|
No
|
3496-LFSZU
|
Male
| 0 |
Yes
|
No
| 4 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 70.5 |
294.2
|
No
|
5242-UOWHD
|
Male
| 0 |
Yes
|
Yes
| 45 |
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
| 20.35 |
929.2
|
No
|
2482-CZGBB
|
Male
| 0 |
No
|
No
| 10 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70 |
740
|
Yes
|
6479-SZPLM
|
Male
| 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
|
Credit card (automatic)
| 19.45 |
754.5
|
No
|
8097-VBQTZ
|
Male
| 0 |
No
|
No
| 54 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 69.9 |
3883.3
|
No
|
4500-HKANN
|
Male
| 0 |
Yes
|
Yes
| 23 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Mailed check
| 59.7 |
1414.2
|
No
|
9917-KWRBE
|
Female
| 0 |
Yes
|
Yes
| 41 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 78.35 |
3211.2
|
No
|
3420-ZDBMA
|
Male
| 1 |
No
|
No
| 5 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 71.45 |
371.6
|
No
|
2212-LYASK
|
Male
| 0 |
Yes
|
Yes
| 27 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 45.85 |
1246.4
|
No
|
1393-IMKZG
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.85 |
95.85
|
No
|
8069-RHUXK
|
Female
| 0 |
Yes
|
Yes
| 67 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 35.7 |
2545.7
|
No
|
3398-GCPMU
|
Female
| 1 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 89.55 |
6448.85
|
No
|
2908-WGAXL
|
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
|
Credit card (automatic)
| 24.95 |
1468.9
|
No
|
3378-AJRAO
|
Male
| 0 |
Yes
|
Yes
| 44 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
No
|
Electronic check
| 24.85 |
1013.6
|
No
|
1013-QCWAM
|
Female
| 1 |
Yes
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.8 |
6690.75
|
No
|
0866-QLSIR
|
Female
| 0 |
No
|
No
| 34 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Mailed check
| 64.4 |
2088.75
|
Yes
|
6050-FFXES
|
Female
| 0 |
Yes
|
No
| 69 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 105.35 |
7240.65
|
No
|
7181-BQYBV
|
Female
| 0 |
Yes
|
Yes
| 1 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 102.45 |
102.45
|
Yes
|
0362-RAOQO
|
Female
| 0 |
No
|
No
| 40 |
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)
| 19.65 |
830.25
|
No
|
9554-DFKIC
|
Male
| 0 |
Yes
|
Yes
| 30 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 54.45 |
1588.7
|
No
|
5527-ACHSO
|
Female
| 0 |
No
|
No
| 11 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 70.5 |
829.3
|
No
|
0829-DDVLK
|
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
|
One year
|
No
|
Credit card (automatic)
| 20.1 |
302.45
|
No
|
1399-UBQIU
|
Male
| 0 |
No
|
No
| 11 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 69.35 |
712.25
|
No
|
1813-JLKWR
|
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
|
One year
|
No
|
Bank transfer (automatic)
| 19.8 |
1336.65
|
No
|
0336-PIKEI
|
Male
| 1 |
Yes
|
No
| 72 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 74.4 |
5360.75
|
No
|
7322-OCWHC
|
Male
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 93.05 |
6735.05
|
No
|
9537-VHDTA
|
Female
| 0 |
No
|
Yes
| 1 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 51.2 |
51.2
|
No
|
4957-TIALW
|
Female
| 0 |
No
|
Yes
| 15 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 65.6 |
1010
|
No
|
2054-PJOCK
|
Female
| 0 |
No
|
No
| 60 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 80.55 |
4847.05
|
No
|
9150-HEPMB
|
Male
| 0 |
No
|
No
| 56 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Mailed check
| 52.7 |
3019.7
|
No
|
9030-QGZNL
|
Female
| 0 |
No
|
No
| 8 |
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
| 20.85 |
161.65
|
No
|
6204-IEUXJ
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 80.1 |
217.55
|
Yes
|
3126-WQMGH
|
Female
| 0 |
Yes
|
No
| 49 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 52.15 |
2583.75
|
No
|
4529-CKBCL
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 80.2 |
146.05
|
Yes
|
2506-CLAKW
|
Female
| 0 |
No
|
No
| 6 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 98.15 |
567.45
|
Yes
|
7176-WRTNX
|
Male
| 0 |
No
|
No
| 70 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 114.95 |
7711.25
|
No
|
1583-IHQZE
|
Male
| 0 |
No
|
No
| 12 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 112.95 |
1384.75
|
Yes
|
5732-IKGQH
|
Male
| 1 |
Yes
|
No
| 52 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 104.45 |
5481.25
|
No
|
9239-GZHZE
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 113.65 |
8124.2
|
No
|
7205-BAIAD
|
Female
| 0 |
No
|
No
| 40 |
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)
| 20.6 |
827.3
|
No
|
0151-ONTOV
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 70.9 |
70.9
|
Yes
|
4140-MUHUG
|
Female
| 1 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 86.85 |
220.95
|
Yes
|
0093-EXYQL
|
Female
| 1 |
No
|
No
| 40 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 91.55 |
3673.6
|
No
|
8064-RAVOH
|
Male
| 0 |
No
|
Yes
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 49.85 |
49.85
|
No
|
0219-QAERP
|
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
|
One year
|
No
|
Credit card (automatic)
| 19.8 |
576.65
|
No
|
0320-JDNQG
|
Male
| 0 |
Yes
|
Yes
| 23 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 99.85 |
2331.3
|
Yes
|
7180-PISOG
|
Male
| 0 |
Yes
|
Yes
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.5 |
74.5
|
Yes
|
9168-INPSZ
|
Female
| 1 |
Yes
|
No
| 44 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 104.15 |
4495.65
|
No
|
3571-RFHAR
|
Male
| 0 |
No
|
No
| 65 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 109.15 |
6941.2
|
Yes
|
0015-UOCOJ
|
Female
| 1 |
No
|
No
| 7 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 48.2 |
340.35
|
No
|
5334-AFQJB
|
Male
| 1 |
No
|
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
|
Credit card (automatic)
| 25.1 |
1789.9
|
No
|
2754-SDJRD
|
Female
| 1 |
No
|
No
| 8 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 100.15 |
908.55
|
No
|
9578-VRMNM
|
Female
| 0 |
No
|
No
| 16 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 65.2 |
1043.35
|
Yes
|
1587-FKLZB
|
Male
| 1 |
Yes
|
Yes
| 66 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 99.5 |
6822.15
|
Yes
|
6140-QNRQQ
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 71.55 |
71.55
|
Yes
|
8963-JLGJT
|
Male
| 0 |
No
|
Yes
| 3 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 55.9 |
157.55
|
No
|
4307-KTUMW
|
Male
| 0 |
Yes
|
No
| 53 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 93.9 |
5029.2
|
Yes
|
1465-LNTLJ
|
Male
| 1 |
Yes
|
No
| 8 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 64.4 |
581.7
|
No
|
5440-FLBQG
|
Male
| 1 |
Yes
|
No
| 69 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 108.4 |
7318.2
|
Yes
|
2135-DQWAQ
|
Female
| 0 |
No
|
No
| 5 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 85.3 |
420.45
|
No
|
4056-QHXHZ
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Mailed check
| 107.45 |
7576.7
|
No
|
7470-MCQTK
|
Female
| 0 |
Yes
|
No
| 13 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 48.75 |
633.4
|
Yes
|
7488-MXJIV
|
Female
| 0 |
No
|
No
| 4 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 85.65 |
321.65
|
Yes
|
7401-JIXNM
|
Female
| 0 |
Yes
|
Yes
| 54 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 91.3 |
4965
|
No
|
9339-FIIJL
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 85.95 |
6151.9
|
No
|
2027-FECZV
|
Male
| 0 |
No
|
No
| 12 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 106.7 |
1253.9
|
Yes
|
2672-DZUOY
|
Male
| 0 |
No
|
No
| 1 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 25.15 |
25.15
|
Yes
|
4706-DGAHW
|
Male
| 1 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 45.2 |
45.2
|
No
|
3870-MQAMG
|
Female
| 0 |
Yes
|
No
| 54 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 110.35 |
5893.15
|
Yes
|
6670-MFRPK
|
Male
| 0 |
Yes
|
Yes
| 69 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 79.2 |
5420.65
|
No
|
6177-PEVRA
|
Female
| 0 |
No
|
No
| 48 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 55.5 |
2627.35
|
No
|
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