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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2262-SLNVK
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 70.1 |
70.1
|
No
|
7730-CLDSV
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 98.65 |
7129.45
|
No
|
1135-HIORI
|
Female
| 0 |
Yes
|
Yes
| 64 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 111.45 |
7266.95
|
No
|
0164-APGRB
|
Female
| 0 |
No
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 114.9 |
8496.7
|
No
|
6481-ESCNL
|
Female
| 0 |
No
|
No
| 29 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 100.55 |
2878.75
|
No
|
1790-NESIO
|
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
|
Two year
|
Yes
|
Mailed check
| 20.4 |
261.3
|
No
|
1550-EENBN
|
Female
| 0 |
No
|
No
| 31 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 104.35 |
3205.6
|
No
|
5539-TMZLF
|
Male
| 1 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.75 |
69.75
|
Yes
|
4323-SADQS
|
Male
| 0 |
Yes
|
Yes
| 7 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 34.5 |
279.25
|
Yes
|
4446-BZKHU
|
Male
| 0 |
Yes
|
No
| 61 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 105.55 |
6281.45
|
Yes
|
5202-IVJNU
|
Female
| 0 |
No
|
Yes
| 39 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 30.1 |
1131.3
|
Yes
|
5976-JCJRH
|
Male
| 0 |
Yes
|
No
| 10 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.3 |
738.2
|
Yes
|
8198-RKSZG
|
Female
| 0 |
Yes
|
Yes
| 14 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 80.45 |
1137.05
|
No
|
0137-OCGAB
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 80.2 |
80.2
|
Yes
|
3351-NQLDI
|
Female
| 0 |
Yes
|
Yes
| 67 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 94.35 |
6341.45
|
Yes
|
9297-EONCV
|
Female
| 0 |
No
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 91.35 |
6697.2
|
No
|
7593-JNWRU
|
Male
| 0 |
Yes
|
Yes
| 6 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 44.6 |
260.8
|
Yes
|
4588-YBNIB
|
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
| 19.6 |
19.6
|
Yes
|
1069-QJOEE
|
Male
| 0 |
Yes
|
Yes
| 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
|
Electronic check
| 19.9 |
505.45
|
No
|
3336-JORSO
|
Female
| 1 |
No
|
No
| 33 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 110.45 |
3655.45
|
Yes
|
7799-DSEWS
|
Male
| 0 |
No
|
No
| 18 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 68.35 |
1299.8
|
No
|
8766-PAFNE
|
Male
| 0 |
Yes
|
No
| 71 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 79.1 |
5564.85
|
No
|
5315-CKEQK
|
Male
| 1 |
Yes
|
Yes
| 28 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Electronic check
| 51 |
1381.8
|
No
|
3130-ICDUP
|
Female
| 0 |
No
|
Yes
| 2 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 80.55 |
188.1
|
No
|
0820-FNRNX
|
Male
| 0 |
Yes
|
Yes
| 17 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 66.7 |
1077.05
|
No
|
0880-FVFWF
|
Male
| 0 |
No
|
No
| 56 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 86.4 |
4922.4
|
No
|
4611-ANLQC
|
Female
| 0 |
Yes
|
No
| 60 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Yes
|
One year
|
No
|
Electronic check
| 50.05 |
2911.5
|
No
|
4213-HKBJO
|
Female
| 0 |
No
|
No
| 33 |
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)
| 25.7 |
826.1
|
No
|
2792-LSHWX
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 83.4 |
83.4
|
No
|
5028-GZLDO
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 70.7 |
140.7
|
Yes
|
0014-BMAQU
|
Male
| 0 |
Yes
|
No
| 63 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 84.65 |
5377.8
|
No
|
6861-XWTWQ
|
Male
| 1 |
Yes
|
No
| 7 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 99.25 |
665.45
|
Yes
|
9018-PCIOK
|
Female
| 0 |
No
|
No
| 55 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Two year
|
Yes
|
Mailed check
| 64.75 |
3617.1
|
No
|
4837-QUSFT
|
Female
| 0 |
Yes
|
No
| 65 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 100.15 |
6643.5
|
No
|
6877-TJMBR
|
Male
| 0 |
Yes
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 84.8 |
84.8
|
Yes
|
9953-ZMKSM
|
Male
| 0 |
No
|
No
| 63 |
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
| 25.25 |
1559.3
|
No
|
0907-HQNTS
|
Female
| 1 |
Yes
|
No
| 70 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 113 |
7987.6
|
No
|
7665-NKLAV
|
Female
| 0 |
Yes
|
Yes
| 36 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 40.65 |
1547.35
|
No
|
6769-DCQLI
|
Male
| 0 |
No
|
No
| 52 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 105 |
5426.85
|
Yes
|
2433-KMEAS
|
Male
| 0 |
No
|
No
| 22 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 54.45 |
1127.35
|
Yes
|
4391-LNRXK
|
Male
| 0 |
No
|
No
| 22 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 94.95 |
2142.8
|
No
|
8250-ZNGGW
|
Female
| 1 |
No
|
No
| 5 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 59.9 |
287.85
|
No
|
2195-ZRVAX
|
Female
| 0 |
Yes
|
No
| 47 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85.3 |
4045.65
|
Yes
|
3550-SAHFP
|
Female
| 0 |
No
|
No
| 33 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 83.35 |
2757.85
|
Yes
|
2011-TRQYE
|
Male
| 0 |
No
|
No
| 18 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 33.5 |
600
|
Yes
|
8562-GHPPI
|
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
|
Credit card (automatic)
| 19.8 |
19.8
|
No
|
5893-PYOLZ
|
Male
| 0 |
No
|
No
| 56 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 81.8 |
4534.45
|
No
|
4986-MXSFP
|
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
|
Yes
|
Mailed check
| 20 |
40.9
|
No
|
6131-FOYAS
|
Male
| 0 |
No
|
No
| 35 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 59.6 |
2094.9
|
No
|
3027-YNWZU
|
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
|
Credit card (automatic)
| 25 |
1584.8
|
No
|
5609-IMCGG
|
Female
| 0 |
No
|
No
| 15 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 84.35 |
1302.65
|
No
|
4873-ILOLJ
|
Male
| 0 |
No
|
No
| 24 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 90.35 |
2238.5
|
Yes
|
4727-MCYZG
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Mailed check
| 55.55 |
55.55
|
No
|
9481-WHGWY
|
Female
| 0 |
Yes
|
Yes
| 70 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 75.35 |
5437.75
|
No
|
2725-KXXWT
|
Male
| 0 |
Yes
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 90.75 |
90.75
|
Yes
|
9565-DJPIB
|
Female
| 0 |
No
|
Yes
| 4 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Mailed check
| 89.6 |
365.65
|
Yes
|
4328-VUFWD
|
Female
| 0 |
No
|
No
| 39 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
Yes
|
One year
|
No
|
Electronic check
| 59.3 |
2209.15
|
No
|
3301-LSLWQ
|
Female
| 0 |
No
|
No
| 29 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 66.1 |
1912.15
|
No
|
7473-ZBDSN
|
Female
| 0 |
Yes
|
Yes
| 14 |
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
| 18.8 |
255.55
|
No
|
3166-PNEOF
|
Female
| 0 |
No
|
No
| 61 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 86.45 |
5175.3
|
No
|
5639-NTUPK
|
Male
| 0 |
No
|
Yes
| 13 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 52.1 |
670.65
|
No
|
8780-YRMTT
|
Female
| 0 |
No
|
No
| 66 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Mailed check
| 47.4 |
3177.25
|
No
|
8348-HFYIV
|
Male
| 0 |
No
|
No
| 2 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 49.25 |
90.35
|
Yes
|
5140-FOMCQ
|
Female
| 0 |
Yes
|
No
| 59 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 109.15 |
6557.75
|
No
|
6242-SGYTS
|
Male
| 0 |
Yes
|
Yes
| 62 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 94.95 |
5791.85
|
No
|
8166-ORCHU
|
Male
| 1 |
Yes
|
No
| 33 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Electronic check
| 93.55 |
3055.5
|
No
|
8414-OOEEL
|
Male
| 0 |
No
|
Yes
| 66 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 79.5 |
5196.1
|
No
|
8454-AATJP
|
Female
| 0 |
No
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 115.05 |
8405
|
No
|
6849-WLEYG
|
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
| 19.75 |
19.75
|
Yes
|
4659-NZRUF
|
Female
| 0 |
No
|
No
| 19 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.15 |
1789.25
|
Yes
|
4531-AUZNK
|
Female
| 0 |
Yes
|
Yes
| 51 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
Yes
|
Yes
|
No
|
One year
|
Yes
|
Mailed check
| 95.15 |
5000.05
|
No
|
4191-XOVOM
|
Male
| 0 |
No
|
No
| 63 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 105.4 |
6713.2
|
No
|
2150-OEGBV
|
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
|
Bank transfer (automatic)
| 20.1 |
562.6
|
No
|
8429-XIBUM
|
Male
| 0 |
No
|
No
| 22 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 101.35 |
2317.1
|
Yes
|
1855-CFULU
|
Female
| 1 |
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
| 20.05 |
91.45
|
No
|
4878-BUNFV
|
Male
| 0 |
Yes
|
Yes
| 42 |
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
| 20.7 |
828.85
|
No
|
1872-EBWSC
|
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
|
One year
|
No
|
Mailed check
| 20.35 |
617.35
|
No
|
2608-BHKFN
|
Female
| 0 |
No
|
No
| 4 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 70.05 |
266.9
|
Yes
|
7026-YMSBE
|
Male
| 0 |
No
|
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
|
Mailed check
| 19.7 |
625.05
|
No
|
7341-LXCAF
|
Male
| 0 |
Yes
|
No
| 4 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.65 |
301.4
|
Yes
|
6997-UVGOX
|
Male
| 0 |
Yes
|
Yes
| 71 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 85.45 |
6029.9
|
No
|
9674-EHPPG
|
Male
| 0 |
Yes
|
No
| 46 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 40.4 |
1842.7
|
No
|
9462-MJUAW
|
Male
| 0 |
No
|
No
| 4 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 50.4 |
206.6
|
Yes
|
8128-YVJRG
|
Female
| 0 |
No
|
No
| 7 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 79.65 |
604.7
|
Yes
|
5440-VHLUL
|
Male
| 0 |
No
|
No
| 69 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 105.2 |
7386.05
|
No
|
5781-BKHOP
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 100.65 |
7334.05
|
No
|
4283-FUTGF
|
Male
| 1 |
No
|
No
| 19 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.85 |
1471.75
|
Yes
|
5213-TWWJU
|
Male
| 0 |
No
|
No
| 28 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 91 |
2626.15
|
No
|
1569-TTNYJ
|
Male
| 0 |
Yes
|
No
| 5 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 78.75 |
412.1
|
Yes
|
8628-MFKAX
|
Female
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 116.75 |
8277.05
|
No
|
2397-BRLOM
|
Male
| 1 |
Yes
|
Yes
| 8 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 80.45 |
583.45
|
Yes
|
7629-WIXZF
|
Female
| 0 |
No
|
No
| 7 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
One year
|
Yes
|
Electronic check
| 59.1 |
369.25
|
No
|
5445-GLVOT
|
Female
| 0 |
No
|
No
| 22 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 49.8 |
1049.05
|
No
|
3976-HXHCE
|
Male
| 0 |
No
|
No
| 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
|
Bank transfer (automatic)
| 19.3 |
1414.8
|
No
|
2466-NEJOJ
|
Male
| 0 |
Yes
|
Yes
| 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
|
No
|
Credit card (automatic)
| 19.65 |
169.75
|
No
|
0254-KCJGT
|
Male
| 0 |
Yes
|
No
| 52 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 81.4 |
4354.45
|
No
|
5472-CVMDX
|
Female
| 0 |
No
|
No
| 68 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Mailed check
| 38.9 |
2719.2
|
No
|
6461-SZMCV
|
Female
| 0 |
Yes
|
No
| 71 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 87.95 |
6365.35
|
No
|
8150-QUDFX
|
Male
| 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
| 19.85 |
51.6
|
No
|
9508-ILZDG
|
Female
| 1 |
No
|
No
| 34 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 96.35 |
3190.25
|
No
|
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