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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
6227-FBDXH
|
Male
| 0 |
Yes
|
No
| 69 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 99.5 |
6841.45
|
No
|
2153-MREFK
|
Female
| 0 |
Yes
|
No
| 37 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Electronic check
| 99.2 |
3754.6
|
Yes
|
2911-WDXMV
|
Male
| 0 |
No
|
Yes
| 18 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 80.55 |
1406.65
|
No
|
7206-PQBBZ
|
Male
| 1 |
Yes
|
No
| 11 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.2 |
834.7
|
No
|
3106-ULWFW
|
Female
| 0 |
Yes
|
No
| 8 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 85.2 |
627.4
|
Yes
|
0925-VYDLG
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 75.25 |
242
|
Yes
|
4547-FZJWE
|
Male
| 0 |
Yes
|
Yes
| 55 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 59.45 |
3157
|
No
|
7422-WNBTY
|
Male
| 0 |
Yes
|
No
| 33 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 93.35 |
3092
|
No
|
0842-IWYCP
|
Female
| 0 |
No
|
No
| 46 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 44.95 |
2168.9
|
No
|
3521-HTQTV
|
Male
| 0 |
No
|
No
| 34 |
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)
| 26.1 |
980.35
|
No
|
3744-ZBHON
|
Female
| 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
|
Month-to-month
|
No
|
Electronic check
| 20.2 |
65.95
|
No
|
3373-DIUUN
|
Male
| 0 |
Yes
|
Yes
| 30 |
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
| 21.25 |
711.9
|
No
|
8383-SGHJU
|
Female
| 0 |
No
|
No
| 33 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Electronic check
| 59.4 |
1952.8
|
No
|
7607-QKKTJ
|
Male
| 0 |
Yes
|
Yes
| 45 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 95 |
4368.85
|
No
|
7707-PYBBH
|
Male
| 0 |
No
|
No
| 40 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 61.9 |
2647.1
|
No
|
8984-HPEMB
|
Female
| 0 |
No
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 118.65 |
8477.6
|
No
|
4349-GFQHK
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 54.35 |
54.35
|
Yes
|
4139-DETXS
|
Female
| 0 |
Yes
|
Yes
| 72 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 64.45 |
4528
|
No
|
9779-DPNEJ
|
Female
| 0 |
Yes
|
Yes
| 22 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 80.15 |
1790.65
|
No
|
9805-FILKB
|
Male
| 0 |
Yes
|
Yes
| 46 |
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)
| 20.2 |
845.6
|
No
|
5793-YOLJN
|
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
| 21 |
1210.3
|
No
|
0673-IGUQO
|
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
| 20.45 |
20.45
|
No
|
4123-FCVCB
|
Female
| 0 |
No
|
No
| 12 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Mailed check
| 75.85 |
854.45
|
No
|
8819-IMISP
|
Male
| 0 |
No
|
No
| 31 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 80.45 |
2429.1
|
No
|
7802-EFKNY
|
Male
| 0 |
Yes
|
No
| 5 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 24.95 |
100.4
|
Yes
|
8311-UEUAB
|
Female
| 0 |
Yes
|
Yes
| 67 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 75.5 |
5229.45
|
No
|
5858-EAFCZ
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 44.45 |
44.45
|
No
|
8035-BUYVG
|
Male
| 0 |
Yes
|
No
| 40 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
Yes
|
Electronic check
| 42.35 |
1716.45
|
Yes
|
1163-ONYEY
|
Male
| 0 |
Yes
|
Yes
| 41 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 74.55 |
3023.55
|
No
|
9787-XVQIU
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.3 |
75.3
|
Yes
|
8945-MUQUF
|
Male
| 0 |
No
|
No
| 51 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
One year
|
Yes
|
Electronic check
| 94.8 |
4837.6
|
Yes
|
5656-MJEFC
|
Male
| 0 |
Yes
|
Yes
| 42 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Credit card (automatic)
| 48.15 |
2032.3
|
No
|
6082-OQFBA
|
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
|
One year
|
No
|
Mailed check
| 19.65 |
436.9
|
No
|
8051-HJRLT
|
Female
| 1 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.55 |
70.55
|
Yes
|
8974-OVACP
|
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
| 20.15 |
20.15
|
No
|
4010-YLMVT
|
Female
| 0 |
No
|
No
| 56 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 106.6 |
5893.95
|
No
|
1379-FRVEB
|
Male
| 0 |
No
|
Yes
| 15 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 91 |
1430.05
|
No
|
8612-GXIDD
|
Male
| 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
|
Yes
|
Bank transfer (automatic)
| 25.4 |
313
|
No
|
6288-CHQJB
|
Female
| 0 |
Yes
|
Yes
| 54 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 69.95 |
3871.85
|
No
|
8160-HOWOX
|
Female
| 0 |
No
|
No
| 7 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 66.85 |
458.1
|
No
|
3023-GFLBR
|
Female
| 0 |
Yes
|
Yes
| 33 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 86.15 |
2745.7
|
Yes
|
6648-INWPS
|
Male
| 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
| 20.15 |
341.35
|
No
|
4223-BKEOR
|
Female
| 0 |
No
|
Yes
| 21 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
Yes
|
One year
|
No
|
Mailed check
| 64.85 |
1336.8
|
No
|
4079-VTGLK
|
Male
| 1 |
Yes
|
No
| 30 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 74.85 |
2181.75
|
No
|
1763-WQFUK
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 50.5 |
147.75
|
No
|
1391-UBDAR
|
Male
| 0 |
No
|
No
| 11 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 72.9 |
818.45
|
No
|
8894-JVDCV
|
Female
| 0 |
No
|
No
| 62 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 115.05 |
7133.45
|
No
|
2023-VQFDL
|
Male
| 0 |
No
|
No
| 18 |
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 |
348.8
|
No
|
1345-GKDZZ
|
Male
| 0 |
No
|
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 |
128.6
|
No
|
2014-MKGMH
|
Female
| 0 |
No
|
No
| 46 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 101.1 |
4674.4
|
No
|
5628-FCGYG
|
Male
| 0 |
No
|
No
| 21 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 84.1 |
1737.45
|
No
|
2560-WBWXF
|
Male
| 0 |
No
|
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
|
Yes
|
Bank transfer (automatic)
| 24.15 |
1498.85
|
No
|
0248-IPDFW
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 50.1 |
50.1
|
No
|
7978-DKUQH
|
Female
| 0 |
Yes
|
No
| 25 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.6 |
1797.75
|
No
|
4335-UPJSI
|
Female
| 0 |
No
|
Yes
| 24 |
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
| 19.75 |
498.1
|
No
|
0524-IAVZO
|
Female
| 0 |
Yes
|
No
| 30 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85 |
2624.25
|
Yes
|
2737-YNGYW
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 80.55 |
184.1
|
Yes
|
1784-EZDKJ
|
Male
| 0 |
Yes
|
No
| 51 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 106.8 |
5498.8
|
No
|
9297-FVVDH
|
Female
| 0 |
Yes
|
Yes
| 57 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 84.5 |
4845.4
|
No
|
8007-YYPWD
|
Female
| 0 |
No
|
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
|
Bank transfer (automatic)
| 25.05 |
369.1
|
No
|
7101-HRBLJ
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 83.7 |
6096.9
|
No
|
5159-YFPKQ
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.8 |
160.75
|
Yes
|
6635-CPNUN
|
Male
| 0 |
Yes
|
No
| 28 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 96.6 |
2684.35
|
No
|
4021-RQSNY
|
Male
| 1 |
Yes
|
No
| 29 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 98.5 |
3004.15
|
Yes
|
5453-YBTWV
|
Male
| 0 |
Yes
|
Yes
| 70 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 101.1 |
6994.8
|
No
|
5039-LZRQT
|
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
|
Mailed check
| 20.2 |
273.25
|
No
|
2931-VUVJN
|
Female
| 1 |
Yes
|
No
| 59 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
One year
|
Yes
|
Electronic check
| 94.05 |
5483.9
|
No
|
9061-TIHDA
|
Male
| 1 |
Yes
|
No
| 13 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.25 |
1233.65
|
Yes
|
8699-ASUFO
|
Male
| 1 |
Yes
|
No
| 7 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 74.4 |
527.9
|
Yes
|
6418-PIQSP
|
Female
| 0 |
Yes
|
No
| 62 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Mailed check
| 81 |
4985.9
|
No
|
8220-OCUFY
|
Female
| 0 |
No
|
No
| 21 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
Yes
|
Electronic check
| 60.25 |
1258.35
|
No
|
3995-WFCSM
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 60.85 |
111.4
|
No
|
1895-QTKDO
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 43.95 |
43.95
|
No
|
2038-OEQZH
|
Male
| 0 |
No
|
No
| 4 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 86.05 |
308.1
|
No
|
1178-PZGAB
|
Female
| 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
|
One year
|
No
|
Credit card (automatic)
| 20.25 |
383.65
|
No
|
7927-AUXBZ
|
Female
| 0 |
No
|
No
| 30 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 85.15 |
2555.9
|
Yes
|
2626-VEEWG
|
Male
| 0 |
Yes
|
Yes
| 67 |
Yes
|
No
|
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)
| 19.4 |
1284.2
|
No
|
2878-RMWXY
|
Male
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 102.65 |
7550.3
|
No
|
1657-DYMBM
|
Male
| 0 |
Yes
|
No
| 53 |
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)
| 19.9 |
1110.05
|
No
|
7311-MQJCH
|
Female
| 0 |
No
|
No
| 5 |
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
| 19.55 |
99.6
|
No
|
7375-WMVMT
|
Male
| 1 |
Yes
|
No
| 71 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 95.5 |
6707.15
|
No
|
1136-XGEQU
|
Female
| 0 |
Yes
|
Yes
| 50 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 84.15 |
4164.4
|
No
|
2530-FMFXO
|
Male
| 0 |
Yes
|
Yes
| 56 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 103.2 |
5873.75
|
No
|
6844-DZKRF
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 50.2 |
109.25
|
No
|
4695-WJZUE
|
Female
| 1 |
No
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 88.55 |
179.25
|
Yes
|
7619-ODSGN
|
Male
| 0 |
Yes
|
Yes
| 24 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 54.75 |
1338.15
|
Yes
|
5970-GHJAW
|
Male
| 0 |
Yes
|
Yes
| 46 |
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)
| 19.95 |
862.4
|
No
|
8879-XUAHX
|
Male
| 0 |
Yes
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 116.25 |
8564.75
|
No
|
3689-MOZGR
|
Female
| 0 |
No
|
No
| 29 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 31.2 |
926.2
|
No
|
4195-PNGZS
|
Male
| 0 |
Yes
|
Yes
| 69 |
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)
| 24.45 |
1718.2
|
No
|
5003-XZWWO
|
Male
| 0 |
Yes
|
No
| 71 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 84.2 |
5956.85
|
No
|
3988-RQIXO
|
Female
| 1 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 91.3 |
91.3
|
Yes
|
7622-FWGEW
|
Male
| 1 |
Yes
|
No
| 56 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 85.65 |
4824.45
|
No
|
6922-NCEDI
|
Male
| 0 |
No
|
Yes
| 56 |
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
| 21.2 |
1238.65
|
No
|
2514-GINMM
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.5 |
79.5
|
Yes
|
9891-NQDBD
|
Female
| 0 |
Yes
|
No
| 28 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
No
|
Mailed check
| 25.55 |
672.2
|
No
|
6131-IUNXN
|
Female
| 0 |
Yes
|
Yes
| 19 |
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 |
382.2
|
No
|
8548-AWOFC
|
Male
| 0 |
Yes
|
No
| 66 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 63.85 |
4264.6
|
No
|
9798-DRYDS
|
Female
| 0 |
Yes
|
Yes
| 17 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
One year
|
Yes
|
Mailed check
| 61.95 |
1070.7
|
No
|
8532-UEFWH
|
Male
| 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
| 25.75 |
1345.85
|
No
|
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