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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
7139-JZFVG
|
Male
| 0 |
Yes
|
Yes
| 60 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 60.5 |
3694.45
|
No
|
4987-GQWPO
|
Male
| 0 |
No
|
No
| 17 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 25.1 |
382.8
|
No
|
3755-JBMNH
|
Male
| 1 |
Yes
|
No
| 16 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 71.8 |
1167.8
|
Yes
|
1757-TCATG
|
Male
| 0 |
Yes
|
Yes
| 35 |
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)
| 20.05 |
746.75
|
No
|
6345-ULYRW
|
Male
| 1 |
Yes
|
No
| 44 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
One year
|
No
|
Mailed check
| 88.4 |
3912.9
|
Yes
|
4776-XSKYQ
|
Female
| 0 |
Yes
|
Yes
| 12 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 30.25 |
368.85
|
No
|
8048-DSDFQ
|
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
| 20.2 |
20.2
|
No
|
5753-QQWPW
|
Female
| 0 |
No
|
No
| 28 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Electronic check
| 59.9 |
1654.7
|
No
|
6010-DDPPW
|
Male
| 0 |
Yes
|
No
| 70 |
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)
| 25.15 |
1940.85
|
No
|
1809-DMJHQ
|
Female
| 0 |
No
|
Yes
| 5 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 46 |
221.7
|
Yes
|
6693-FRIRW
|
Male
| 0 |
No
|
No
| 18 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 101.3 |
1794.65
|
No
|
6586-MYGKD
|
Male
| 0 |
Yes
|
No
| 70 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 76.95 |
5289.8
|
No
|
3173-NVMPX
|
Female
| 0 |
Yes
|
Yes
| 9 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 55.3 |
501.2
|
No
|
0248-PGHBZ
|
Female
| 1 |
No
|
No
| 67 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 92.45 |
6140.85
|
No
|
0623-GDISB
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 48.45 |
48.45
|
No
|
2892-GESUL
|
Female
| 0 |
Yes
|
Yes
| 18 |
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
| 19.35 |
309.25
|
No
|
6923-EFPNL
|
Male
| 0 |
No
|
No
| 4 |
Yes
|
Yes
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 51.75 |
201.1
|
Yes
|
7472-EQOAV
|
Male
| 1 |
Yes
|
Yes
| 71 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 86.7 |
6179.35
|
No
|
9574-RKJIF
|
Male
| 0 |
Yes
|
Yes
| 30 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 94.4 |
2838.7
|
Yes
|
2043-WVTQJ
|
Male
| 0 |
Yes
|
No
| 1 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 55.7 |
55.7
|
No
|
8034-RYTVV
|
Female
| 0 |
No
|
No
| 55 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 84.25 |
4589.85
|
No
|
3863-QSTYI
|
Male
| 0 |
No
|
No
| 59 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 64.65 |
3735.45
|
No
|
2619-WFQWU
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 70.15 |
70.15
|
Yes
|
5044-LRQAQ
|
Female
| 0 |
Yes
|
No
| 7 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 69.2 |
477.55
|
No
|
1716-LSAMB
|
Male
| 0 |
Yes
|
Yes
| 45 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 54.65 |
2553.7
|
No
|
1333-PBMXB
|
Female
| 0 |
Yes
|
Yes
| 54 |
Yes
|
Yes
|
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)
| 24.75 |
1342.15
|
No
|
6546-OPBBH
|
Male
| 0 |
Yes
|
Yes
| 51 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
Yes
|
Mailed check
| 23.95 |
1216.35
|
No
|
5985-BEHZK
|
Female
| 1 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 105 |
7578.05
|
No
|
9127-QRZMH
|
Male
| 0 |
Yes
|
No
| 44 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 59.85 |
2603.95
|
No
|
5919-VCZYM
|
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
| 20.05 |
42.7
|
No
|
9644-KVCNC
|
Female
| 0 |
No
|
No
| 66 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 92.15 |
6056.9
|
No
|
2137-DQMEV
|
Male
| 0 |
Yes
|
Yes
| 68 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
No
|
One year
|
No
|
Mailed check
| 44.8 |
2983.65
|
No
|
8174-LNWMW
|
Female
| 0 |
No
|
No
| 31 |
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)
| 20.9 |
689.35
|
No
|
9279-CJEOJ
|
Female
| 1 |
No
|
No
| 21 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 95.4 |
2025.1
|
No
|
7964-VEXDG
|
Male
| 0 |
No
|
Yes
| 21 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 80.35 |
1747.2
|
No
|
2404-JIBFC
|
Female
| 0 |
Yes
|
Yes
| 55 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 85.1 |
4657.95
|
No
|
0778-NELLA
|
Male
| 0 |
No
|
No
| 9 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 34.7 |
296.1
|
Yes
|
8029-XYPWT
|
Male
| 1 |
Yes
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 115.05 |
8016.6
|
No
|
4614-NUVZD
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 81.1 |
81.1
|
Yes
|
4632-PAOYU
|
Male
| 0 |
Yes
|
Yes
| 22 |
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
| 19.95 |
433.5
|
No
|
3803-KMQFW
|
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
|
No
|
Mailed check
| 20.55 |
20.55
|
Yes
|
6804-GDMOI
|
Female
| 0 |
No
|
No
| 61 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 106.6 |
6428.4
|
Yes
|
2990-OGYTD
|
Female
| 0 |
Yes
|
No
| 67 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 86.15 |
5883.85
|
No
|
6646-JPPHA
|
Female
| 1 |
No
|
No
| 14 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 78.85 |
1043.8
|
No
|
9572-MTILT
|
Male
| 0 |
Yes
|
No
| 59 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 106.75 |
6252.9
|
Yes
|
7658-UYUQS
|
Male
| 1 |
Yes
|
No
| 21 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 86.55 |
1857.25
|
No
|
7880-XSOJX
|
Male
| 0 |
No
|
No
| 4 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 42.4 |
146.4
|
No
|
9611-CTWIH
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 89.45 |
240.45
|
Yes
|
4589-IUAJB
|
Male
| 0 |
Yes
|
No
| 70 |
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)
| 24.25 |
1724.15
|
No
|
0329-GTIAJ
|
Female
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 97.9 |
315.3
|
Yes
|
8746-BFOAJ
|
Male
| 1 |
No
|
No
| 21 |
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)
| 20.5 |
429.55
|
No
|
8457-XIGKN
|
Male
| 0 |
No
|
No
| 20 |
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)
| 19.6 |
356.15
|
No
|
6072-NUQCB
|
Male
| 0 |
Yes
|
Yes
| 22 |
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)
| 20.25 |
488.25
|
No
|
6629-CZTTH
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Mailed check
| 55.7 |
55.7
|
Yes
|
8838-GPHZP
|
Female
| 0 |
No
|
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
|
Mailed check
| 20.6 |
1298.7
|
No
|
8750-QWZAJ
|
Female
| 0 |
Yes
|
Yes
| 70 |
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)
| 19.8 |
1378.75
|
No
|
5364-EVNIB
|
Male
| 0 |
No
|
No
| 13 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.8 |
973.45
|
Yes
|
6918-UMQCG
|
Female
| 0 |
No
|
No
| 5 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 80.2 |
384.25
|
No
|
0675-NCDYU
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 116.4 |
8543.25
|
No
|
6339-DKLMK
|
Female
| 0 |
No
|
No
| 13 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 31.65 |
389.95
|
No
|
1346-PJWTK
|
Male
| 0 |
Yes
|
No
| 61 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Month-to-month
|
No
|
Credit card (automatic)
| 94.15 |
5731.85
|
No
|
5088-QZLRL
|
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
| 20.65 |
20.65
|
No
|
8023-QHAIO
|
Female
| 1 |
Yes
|
No
| 56 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 76.85 |
4275.75
|
No
|
4397-FRLTA
|
Female
| 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
| 20.15 |
84.5
|
No
|
3057-VJJQE
|
Male
| 0 |
No
|
No
| 35 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Two year
|
No
|
Mailed check
| 55.25 |
1924.1
|
No
|
5087-SUURX
|
Female
| 0 |
Yes
|
No
| 18 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 39.05 |
669.85
|
Yes
|
2302-OUZXB
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 82.15 |
5784.3
|
No
|
8133-ANHHJ
|
Female
| 1 |
No
|
No
| 49 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 103 |
5166.2
|
No
|
2270-CHBFN
|
Female
| 0 |
Yes
|
No
| 44 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 95.1 |
4060.55
|
No
|
0013-EXCHZ
|
Female
| 1 |
Yes
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 83.9 |
267.4
|
Yes
|
5982-FPVQN
|
Female
| 0 |
Yes
|
Yes
| 37 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.15 |
3532.85
|
No
|
9107-UKCKY
|
Male
| 0 |
Yes
|
No
| 61 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 79.8 |
4914.8
|
No
|
4654-ULTTN
|
Male
| 0 |
Yes
|
No
| 70 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 74.8 |
5315.8
|
No
|
5550-VFRLC
|
Female
| 1 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.85 |
69.85
|
Yes
|
5546-BYZSM
|
Female
| 0 |
No
|
No
| 41 |
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
| 20.45 |
775.6
|
No
|
1492-KGETH
|
Male
| 0 |
Yes
|
Yes
| 70 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 78.35 |
5445.95
|
No
|
4929-BSTRX
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 53.55 |
53.55
|
Yes
|
4163-HFTUK
|
Male
| 0 |
No
|
No
| 51 |
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
| 19.1 |
1007.8
|
No
|
8215-NGSPE
|
Female
| 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 |
833.55
|
No
|
2225-ZRGSG
|
Female
| 0 |
Yes
|
Yes
| 70 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 93.9 |
6579.05
|
Yes
|
8859-YSTWS
|
Male
| 0 |
No
|
No
| 48 |
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)
| 19.95 |
1004.5
|
No
|
5271-YNWVR
|
Male
| 0 |
Yes
|
Yes
| 68 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 113.15 |
7856
|
Yes
|
7601-DHFWZ
|
Female
| 0 |
No
|
No
| 48 |
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)
| 24 |
1183.05
|
No
|
2657-ALMWY
|
Female
| 1 |
Yes
|
No
| 26 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 84.95 |
2169.75
|
Yes
|
6330-JKLPC
|
Male
| 0 |
Yes
|
No
| 11 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 80.5 |
896.9
|
Yes
|
4667-OHGKG
|
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
|
Yes
|
Mailed check
| 19.3 |
19.3
|
Yes
|
1998-VHJHK
|
Female
| 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
|
Mailed check
| 19.15 |
501.35
|
No
|
1707-HABPF
|
Female
| 1 |
No
|
No
| 46 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
Yes
|
Bank transfer (automatic)
| 91.3 |
4126.35
|
No
|
1660-HSOOQ
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 49.65 |
49.65
|
Yes
|
7253-UVNDW
|
Female
| 0 |
No
|
No
| 46 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Two year
|
No
|
Credit card (automatic)
| 54.35 |
2460.15
|
Yes
|
0487-VVUVK
|
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
|
Month-to-month
|
Yes
|
Mailed check
| 19.15 |
477.6
|
No
|
7228-OMTPN
|
Male
| 0 |
No
|
No
| 4 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 88.45 |
370.65
|
Yes
|
5063-IUOKK
|
Male
| 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
|
No
|
Mailed check
| 19.75 |
265.75
|
No
|
4508-OEBEY
|
Male
| 0 |
Yes
|
No
| 31 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 75.5 |
2424.45
|
No
|
0027-KWYKW
|
Female
| 0 |
Yes
|
Yes
| 23 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 83.75 |
1849.95
|
No
|
2308-STERM
|
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
| 19.4 |
61.05
|
No
|
5982-XMDEX
|
Female
| 0 |
No
|
No
| 65 |
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)
| 26.5 |
1698.55
|
No
|
6284-AHOOQ
|
Male
| 1 |
No
|
No
| 22 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 90.5 |
1910.6
|
Yes
|
6051-PTVNS
|
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
|
One year
|
No
|
Credit card (automatic)
| 19.15 |
998.1
|
No
|
2344-JMOGN
|
Male
| 0 |
Yes
|
No
| 9 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 94.85 |
890.6
|
Yes
|
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