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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7129-CAKJW
|
Female
| 0 |
No
|
No
| 17 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 80.05 |
1345.65
|
No
|
8695-ARGXZ
|
Male
| 1 |
Yes
|
No
| 34 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.55 |
2425.4
|
No
|
3570-YUEKJ
|
Female
| 0 |
No
|
No
| 42 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 49.55 |
2077.95
|
No
|
4143-OOBWZ
|
Male
| 0 |
Yes
|
No
| 5 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 81.3 |
416.3
|
Yes
|
1555-HAPSU
|
Female
| 0 |
Yes
|
Yes
| 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
|
Credit card (automatic)
| 23.9 |
1663.5
|
No
|
1697-NVVGY
|
Male
| 1 |
Yes
|
No
| 19 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 66.4 |
1286.05
|
No
|
7854-EKTJL
|
Female
| 0 |
No
|
Yes
| 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
|
Electronic check
| 19.6 |
35.85
|
Yes
|
8464-EETCQ
|
Male
| 0 |
No
|
No
| 57 |
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)
| 18.8 |
1094.35
|
No
|
2419-FSORS
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 108.4 |
7719.5
|
No
|
8132-YPVBX
|
Female
| 0 |
No
|
No
| 6 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 85.95 |
514.6
|
No
|
9102-IAYHT
|
Female
| 0 |
Yes
|
Yes
| 17 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85.45 |
1451.6
|
Yes
|
6754-LZUKA
|
Male
| 0 |
Yes
|
No
| 61 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 80.9 |
4932.5
|
No
|
3422-LYEPQ
|
Male
| 0 |
Yes
|
Yes
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 71 |
71
|
Yes
|
8099-MZPUJ
|
Male
| 0 |
Yes
|
Yes
| 48 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 111.8 |
5443.65
|
No
|
0787-LHDYT
|
Male
| 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
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 20.6 |
330.25
|
No
|
2642-DTVCO
|
Male
| 1 |
No
|
No
| 9 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85.05 |
746.5
|
Yes
|
0374-IOEGQ
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 44.6 |
122.7
|
No
|
4361-JEIVL
|
Male
| 0 |
No
|
Yes
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 44.4 |
44.4
|
Yes
|
3197-NNYNB
|
Male
| 0 |
No
|
No
| 65 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 105.1 |
6631.85
|
No
|
3396-DKDEL
|
Female
| 0 |
Yes
|
Yes
| 70 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 115.15 |
8250
|
No
|
1752-OZXFY
|
Male
| 0 |
Yes
|
No
| 60 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
Yes
|
No
|
One year
|
Yes
|
Mailed check
| 59.8 |
3561.15
|
No
|
9066-QRSDU
|
Female
| 0 |
Yes
|
No
| 69 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
Yes
|
Electronic check
| 26.3 |
1763.55
|
No
|
9112-WSNPU
|
Female
| 1 |
No
|
No
| 35 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 70.55 |
2419
|
No
|
9867-NNXLC
|
Female
| 0 |
No
|
No
| 22 |
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
| 20.05 |
470.2
|
No
|
5321-NTRKC
|
Male
| 0 |
Yes
|
Yes
| 66 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 79.85 |
5234.95
|
No
|
1363-TXLSL
|
Male
| 1 |
Yes
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.3 |
70.3
|
Yes
|
9507-EXLTT
|
Female
| 0 |
Yes
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 79.35 |
79.35
|
Yes
|
3161-GETRM
|
Male
| 0 |
Yes
|
Yes
| 34 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 90.05 |
3097
|
No
|
0402-OAMEN
|
Female
| 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
|
Bank transfer (automatic)
| 24.45 |
1709.1
|
No
|
6933-VLYFX
|
Male
| 0 |
Yes
|
Yes
| 31 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 59.95 |
1848.8
|
No
|
6754-WKSHP
|
Male
| 0 |
No
|
Yes
| 30 |
Yes
|
Yes
|
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)
| 25.35 |
723.3
|
No
|
9846-GKXAS
|
Female
| 0 |
No
|
No
| 9 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 90.8 |
809.75
|
Yes
|
6017-PPLPX
|
Male
| 0 |
Yes
|
Yes
| 20 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.45 |
1470.95
|
Yes
|
4976-LNFVV
|
Male
| 1 |
Yes
|
No
| 19 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 34.3 |
577.15
|
No
|
5055-MGMGF
|
Female
| 0 |
Yes
|
No
| 65 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 105.05 |
6914.95
|
No
|
4641-FROLU
|
Female
| 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
| 19.3 |
602.9
|
No
|
2862-JVEOY
|
Male
| 0 |
No
|
No
| 6 |
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
| 19.15 |
124.4
|
No
|
2969-QWUBZ
|
Female
| 0 |
No
|
No
| 2 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 51.4 |
96.8
|
No
|
9822-BIIGN
|
Male
| 0 |
Yes
|
Yes
| 53 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 71.85 |
3827.9
|
No
|
2077-MPJQO
|
Male
| 1 |
Yes
|
No
| 7 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.4 |
533.05
|
No
|
1534-OULXE
|
Female
| 0 |
Yes
|
Yes
| 61 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 49.7 |
2961.4
|
No
|
7136-RVDTZ
|
Male
| 1 |
No
|
No
| 70 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 45.25 |
3264.45
|
Yes
|
2971-SGAFL
|
Female
| 0 |
No
|
No
| 13 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 78.75 |
995.35
|
No
|
1480-IVEVR
|
Male
| 1 |
Yes
|
No
| 35 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 81.6 |
2815.25
|
No
|
2905-KFQUV
|
Female
| 0 |
Yes
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 70.4 |
154.8
|
No
|
4581-SSPWD
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.8 |
246.3
|
Yes
|
3370-HXOPH
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 76.1 |
257.6
|
No
|
9391-YZEJW
|
Female
| 0 |
No
|
No
| 62 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 94 |
5757.2
|
No
|
9958-MEKUC
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 103.95 |
7517.7
|
No
|
0281-CNTZX
|
Male
| 0 |
Yes
|
No
| 63 |
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)
| 19.95 |
1234.8
|
No
|
6927-WTFIV
|
Male
| 1 |
No
|
No
| 20 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 71.3 |
1389.2
|
Yes
|
4118-CEVPF
|
Female
| 1 |
No
|
No
| 35 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 110.8 |
3836.3
|
No
|
3398-ZOUAA
|
Male
| 1 |
Yes
|
No
| 21 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.1 |
1474.75
|
Yes
|
9114-VEPUF
|
Male
| 0 |
Yes
|
No
| 62 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
One year
|
No
|
Electronic check
| 96.1 |
6001.45
|
No
|
7876-BEUTG
|
Female
| 0 |
No
|
No
| 15 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 48.8 |
720.1
|
No
|
2338-BQEZT
|
Female
| 0 |
No
|
No
| 55 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 50.55 |
2832.75
|
No
|
9873-MNDKV
|
Female
| 0 |
No
|
No
| 11 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 44.65 |
472.25
|
No
|
0378-NHQXU
|
Female
| 0 |
Yes
|
Yes
| 17 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 88.25 |
1460.65
|
Yes
|
8241-JUIQO
|
Female
| 0 |
No
|
No
| 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
|
Bank transfer (automatic)
| 19.45 |
1336.35
|
No
|
2194-IIQOF
|
Female
| 0 |
Yes
|
No
| 71 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 89.3 |
6388.65
|
No
|
4512-ZUIYL
|
Female
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 70 |
153.05
|
Yes
|
9631-RXVJM
|
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
|
Two year
|
No
|
Mailed check
| 19.25 |
677.9
|
No
|
9584-EXCDZ
|
Female
| 0 |
No
|
No
| 17 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 70.5 |
1165.6
|
No
|
7969-AULMZ
|
Female
| 0 |
No
|
No
| 21 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 97.35 |
2119.5
|
Yes
|
5093-FEGLU
|
Female
| 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
|
Two year
|
No
|
Bank transfer (automatic)
| 19.65 |
921.55
|
No
|
2621-UDNLU
|
Female
| 0 |
Yes
|
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
|
Mailed check
| 20.85 |
72
|
No
|
7526-IVLYU
|
Male
| 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
|
Yes
|
Mailed check
| 19.65 |
68.35
|
No
|
2428-HYUNX
|
Male
| 1 |
Yes
|
No
| 44 |
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)
| 19.35 |
847.25
|
No
|
9214-EKVXR
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 44 |
44
|
No
|
3410-MHHUM
|
Female
| 0 |
Yes
|
Yes
| 44 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
One year
|
No
|
Electronic check
| 94.4 |
4295.35
|
No
|
0568-ONFPC
|
Male
| 0 |
Yes
|
Yes
| 5 |
Yes
|
Yes
|
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)
| 25.9 |
135
|
Yes
|
0733-VUNUW
|
Male
| 0 |
No
|
No
| 24 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 55.65 |
1400.55
|
Yes
|
4550-EVXNY
|
Female
| 0 |
No
|
Yes
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.65 |
69.65
|
Yes
|
2122-YWVYA
|
Female
| 0 |
No
|
No
| 18 |
Yes
|
No
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 75.4 |
1380.4
|
No
|
2968-SSGAA
|
Female
| 0 |
No
|
No
| 10 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.6 |
1060.2
|
Yes
|
2296-DKZFP
|
Female
| 0 |
Yes
|
No
| 65 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 71 |
4386.2
|
No
|
4844-JJWUY
|
Female
| 1 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 86 |
86
|
Yes
|
6777-TGHTM
|
Female
| 0 |
No
|
No
| 53 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 106.95 |
5785.5
|
Yes
|
8909-BOLNL
|
Male
| 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
|
One year
|
No
|
Mailed check
| 21.2 |
52.05
|
No
|
6603-YRDCJ
|
Male
| 0 |
Yes
|
No
| 33 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Mailed check
| 61.05 |
2018.4
|
No
|
3538-WZPHD
|
Male
| 0 |
No
|
No
| 3 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 29.6 |
79.45
|
Yes
|
3229-USWAR
|
Female
| 0 |
No
|
No
| 34 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 79.95 |
2727.3
|
No
|
2138-VFAPZ
|
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
|
Yes
|
Mailed check
| 19.7 |
263.65
|
No
|
6131-JLWZM
|
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
|
Month-to-month
|
Yes
|
Mailed check
| 20.3 |
275.4
|
No
|
4785-QRJHC
|
Male
| 1 |
Yes
|
No
| 46 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 59.9 |
2816.65
|
Yes
|
0269-XFESX
|
Male
| 0 |
Yes
|
Yes
| 23 |
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
| 24.35 |
538.5
|
No
|
1709-EJDOX
|
Female
| 0 |
Yes
|
Yes
| 47 |
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 |
948.9
|
No
|
4316-XCSLJ
|
Male
| 0 |
No
|
Yes
| 17 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 50.3 |
846.8
|
No
|
8610-WFCJF
|
Female
| 0 |
Yes
|
Yes
| 49 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.6 |
4783.5
|
Yes
|
9693-XMUOB
|
Male
| 1 |
Yes
|
No
| 59 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 50.25 |
2997.45
|
No
|
0383-CLDDA
|
Female
| 0 |
No
|
No
| 69 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 85.35 |
5897.4
|
No
|
4905-JEFDW
|
Male
| 0 |
No
|
No
| 11 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
One year
|
Yes
|
Electronic check
| 41.6 |
470.6
|
Yes
|
2709-UQGNP
|
Male
| 0 |
No
|
No
| 10 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 51.65 |
524.5
|
No
|
3549-ZTMNH
|
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)
| 24 |
269.65
|
No
|
7881-INRLC
|
Male
| 0 |
No
|
No
| 45 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 100.85 |
4740
|
Yes
|
8033-ATFAS
|
Female
| 0 |
Yes
|
Yes
| 39 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 59.85 |
2341.5
|
No
|
1635-NZATJ
|
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
|
Credit card (automatic)
| 25.45 |
1789.65
|
No
|
0562-HKHML
|
Male
| 0 |
Yes
|
Yes
| 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
|
Credit card (automatic)
| 23.9 |
1626.4
|
No
|
8277-RVRSV
|
Female
| 0 |
Yes
|
Yes
| 33 |
Yes
|
Yes
|
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)
| 24.15 |
800.3
|
No
|
9943-VSZUV
|
Male
| 1 |
No
|
No
| 67 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 75.7 |
5060.85
|
No
|
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