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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
9236-NDUCW
|
Female
| 0 |
No
|
No
| 21 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Two year
|
No
|
Mailed check
| 35.1 |
770.4
|
No
|
4753-PADAS
|
Female
| 0 |
Yes
|
No
| 67 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 105.7 |
6816.95
|
No
|
6103-QCKFX
|
Female
| 0 |
Yes
|
Yes
| 44 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 56.25 |
2419.55
|
No
|
7781-EWARA
|
Male
| 0 |
Yes
|
Yes
| 70 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 60.35 |
4138.7
|
No
|
6110-OHIHY
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 79.25 |
267.6
|
Yes
|
7018-FPXHH
|
Male
| 0 |
Yes
|
Yes
| 56 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 59.8 |
3457.45
|
No
|
5889-LFOLL
|
Female
| 0 |
No
|
No
| 13 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 84.6 |
1115.2
|
Yes
|
5708-EVONK
|
Female
| 0 |
Yes
|
Yes
| 58 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 93.4 |
5435.6
|
Yes
|
8708-XPXHZ
|
Female
| 0 |
Yes
|
Yes
| 42 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 94.2 |
4186.3
|
Yes
|
0616-ATFGB
|
Male
| 1 |
Yes
|
No
| 1 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 25.05 |
25.05
|
Yes
|
0572-ZJKLT
|
Female
| 0 |
Yes
|
Yes
| 46 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Mailed check
| 99.65 |
4630.2
|
No
|
5135-RDDQL
|
Female
| 0 |
Yes
|
Yes
| 63 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 50.65 |
3221.25
|
No
|
1353-LJWEM
|
Male
| 0 |
No
|
No
| 11 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 60.9 |
688.5
|
No
|
1794-SWWKL
|
Male
| 0 |
Yes
|
Yes
| 15 |
Yes
|
Yes
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 59.65 |
867.1
|
No
|
6166-YIPFO
|
Male
| 0 |
Yes
|
No
| 72 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 64.7 |
4746.05
|
No
|
7016-BPGEU
|
Female
| 0 |
No
|
No
| 29 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 25.1 |
712.85
|
Yes
|
6876-ADESB
|
Male
| 0 |
No
|
Yes
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 48.95 |
48.95
|
Yes
|
9332-GYWLO
|
Female
| 0 |
Yes
|
Yes
| 6 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 54.85 |
355.1
|
No
|
1963-SVUCV
|
Male
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 45.3 |
45.3
|
Yes
|
4184-VODJZ
|
Male
| 0 |
Yes
|
Yes
| 63 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
No
|
Yes
|
One year
|
Yes
|
Electronic check
| 91.35 |
5764.7
|
No
|
0220-EBGCE
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85.85 |
167.3
|
Yes
|
1092-WPIVQ
|
Female
| 0 |
Yes
|
Yes
| 18 |
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
| 25.1 |
428.45
|
No
|
7233-IOQNP
|
Female
| 0 |
Yes
|
No
| 43 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 34 |
1505.35
|
No
|
2834-JKOOW
|
Female
| 0 |
No
|
No
| 15 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
One year
|
No
|
Mailed check
| 45.9 |
693.45
|
No
|
2754-VDLTR
|
Male
| 0 |
No
|
Yes
| 10 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 95.2 |
930.4
|
Yes
|
2400-FEQME
|
Male
| 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
| 20.5 |
1177.95
|
No
|
3190-XFANI
|
Male
| 0 |
No
|
Yes
| 49 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 100.6 |
5069.65
|
Yes
|
7551-DACSP
|
Male
| 0 |
Yes
|
Yes
| 6 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 55.3 |
324.25
|
Yes
|
4957-SREEC
|
Male
| 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
|
Credit card (automatic)
| 20.35 |
1458.1
|
No
|
7235-NXZCP
|
Male
| 1 |
No
|
No
| 2 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 74.85 |
156.4
|
Yes
|
0230-UBYPQ
|
Male
| 1 |
Yes
|
No
| 63 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 36.1 |
2298.9
|
No
|
4923-ADWXJ
|
Female
| 0 |
No
|
No
| 25 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 65.8 |
1679.65
|
No
|
1763-KUAAW
|
Female
| 1 |
No
|
No
| 18 |
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)
| 20.35 |
369.6
|
No
|
1104-TNLZA
|
Male
| 1 |
Yes
|
No
| 28 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 105.8 |
2998
|
No
|
5195-KPUNQ
|
Female
| 1 |
No
|
No
| 53 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Mailed check
| 96.75 |
5206.55
|
No
|
0520-FDVVT
|
Male
| 0 |
No
|
No
| 35 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 102.35 |
3626.1
|
Yes
|
3439-GVUSX
|
Male
| 0 |
No
|
No
| 1 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 24.4 |
24.4
|
No
|
1444-VVSGW
|
Male
| 0 |
Yes
|
No
| 70 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 115.65 |
7968.85
|
Yes
|
5712-PTIWW
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 79.85 |
152.45
|
Yes
|
5949-HGVJL
|
Female
| 0 |
Yes
|
No
| 26 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 73.05 |
1959.5
|
No
|
5203-XEHAX
|
Female
| 0 |
No
|
No
| 34 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
One year
|
No
|
Electronic check
| 64.35 |
2053.05
|
No
|
1635-HDGFT
|
Female
| 0 |
No
|
Yes
| 19 |
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
| 20.5 |
398.55
|
No
|
3315-TOTBP
|
Male
| 0 |
No
|
No
| 15 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 76 |
1130.85
|
Yes
|
8050-XGRVL
|
Female
| 0 |
Yes
|
Yes
| 62 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Credit card (automatic)
| 54.75 |
3425.35
|
No
|
6661-HBGWL
|
Female
| 1 |
No
|
No
| 42 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 104.75 |
4323.45
|
Yes
|
1518-VOWAV
|
Female
| 0 |
No
|
No
| 9 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 74.65 |
703.55
|
Yes
|
9828-QHFBK
|
Male
| 0 |
No
|
No
| 24 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 51.15 |
1275.7
|
No
|
3908-MKIMJ
|
Male
| 1 |
Yes
|
No
| 68 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
No
|
No
|
Two year
|
Yes
|
Electronic check
| 41.95 |
2965.75
|
No
|
5012-YSPJJ
|
Male
| 0 |
Yes
|
Yes
| 31 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 54.35 |
1647
|
No
|
5909-ECHUI
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 56.25 |
56.25
|
Yes
|
1309-BXVOQ
|
Male
| 0 |
Yes
|
No
| 21 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 106.1 |
2249.95
|
Yes
|
6728-VOIFY
|
Female
| 0 |
Yes
|
No
| 63 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 96 |
6109.75
|
No
|
9317-WZPGV
|
Female
| 1 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 79.75 |
159.4
|
Yes
|
4891-NLUBA
|
Female
| 0 |
Yes
|
Yes
| 61 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 61.45 |
3751.15
|
No
|
2856-HYAPG
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 68.65 |
68.65
|
Yes
|
8969-PRHFK
|
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
|
One year
|
No
|
Mailed check
| 19.65 |
411.25
|
No
|
0661-KQHNK
|
Female
| 0 |
Yes
|
Yes
| 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
|
Credit card (automatic)
| 19 |
105.5
|
No
|
8709-KRDVL
|
Female
| 0 |
No
|
No
| 33 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100 |
3320.6
|
No
|
4488-PSYCG
|
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
|
No
|
Bank transfer (automatic)
| 20.25 |
327.45
|
Yes
|
1427-VERSM
|
Female
| 0 |
Yes
|
No
| 56 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 98.7 |
5669.5
|
No
|
9801-NOSHQ
|
Male
| 0 |
No
|
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
| 19.8 |
465.45
|
No
|
6339-YPSAH
|
Male
| 0 |
No
|
No
| 9 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 73.8 |
704.3
|
No
|
3621-CEOVK
|
Female
| 1 |
Yes
|
No
| 14 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.2 |
1369.8
|
Yes
|
6906-ANDWJ
|
Male
| 0 |
Yes
|
Yes
| 15 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 74.9 |
1107.25
|
Yes
|
2159-TURXX
|
Male
| 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
|
Month-to-month
|
No
|
Credit card (automatic)
| 20.05 |
95.55
|
No
|
1548-FEHVL
|
Male
| 0 |
Yes
|
No
| 61 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 106.2 |
6375.2
|
No
|
3795-CAWEX
|
Male
| 0 |
Yes
|
Yes
| 70 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 116.55 |
8152.3
|
No
|
6215-NQCPY
|
Male
| 0 |
No
|
No
| 15 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 99.7 |
1566.75
|
No
|
5647-URDKA
|
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
|
Two year
|
No
|
Mailed check
| 19.7 |
130.25
|
No
|
2229-DPMBI
|
Female
| 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
|
Two year
|
No
|
Mailed check
| 19.5 |
162.15
|
No
|
9626-WEQRM
|
Female
| 0 |
No
|
No
| 4 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 29.15 |
110.05
|
No
|
2188-SXWVT
|
Female
| 0 |
No
|
No
| 34 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
One year
|
No
|
Mailed check
| 55 |
1885.15
|
No
|
6258-PVZWJ
|
Male
| 0 |
Yes
|
No
| 68 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 90.8 |
6302.85
|
No
|
1094-BKOSX
|
Female
| 0 |
Yes
|
Yes
| 45 |
No
|
No phone service
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 51 |
2264.5
|
No
|
6969-MVBAI
|
Female
| 1 |
No
|
No
| 9 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 90.1 |
816.8
|
No
|
2978-XXSOG
|
Female
| 0 |
No
|
No
| 22 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 59.05 |
1253.5
|
No
|
2342-CKIAO
|
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
| 20.3 |
41.2
|
No
|
6953-PBDIN
|
Male
| 0 |
Yes
|
No
| 70 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Bank transfer (automatic)
| 72.95 |
5265.55
|
No
|
3898-BSJYF
|
Female
| 0 |
No
|
Yes
| 10 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 73.55 |
693.3
|
No
|
3938-YFPXD
|
Male
| 0 |
No
|
No
| 72 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 84.3 |
5997.1
|
No
|
7696-AMHOD
|
Female
| 0 |
Yes
|
Yes
| 49 |
Yes
|
No
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Credit card (automatic)
| 78 |
3824.2
|
No
|
2453-SAFNS
|
Female
| 1 |
No
|
No
| 54 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
No
|
One year
|
No
|
Mailed check
| 72.1 |
3886.05
|
No
|
9558-IHEZX
|
Female
| 0 |
No
|
No
| 71 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 106.75 |
7283.25
|
No
|
9617-UDPEU
|
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
|
One year
|
Yes
|
Mailed check
| 19.25 |
412.55
|
No
|
6340-DACFT
|
Female
| 0 |
Yes
|
Yes
| 50 |
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)
| 20.55 |
1070.25
|
No
|
4955-VCWBI
|
Female
| 0 |
Yes
|
Yes
| 43 |
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 |
817.95
|
No
|
6813-GZQCG
|
Female
| 0 |
Yes
|
Yes
| 45 |
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)
| 24.65 |
1171.3
|
No
|
7426-GSWPO
|
Male
| 1 |
No
|
No
| 64 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 103.5 |
6548.65
|
No
|
3389-KTRXV
|
Female
| 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
|
Two year
|
No
|
Mailed check
| 23.85 |
625.65
|
No
|
3118-UHVVQ
|
Female
| 0 |
Yes
|
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
|
No
|
Credit card (automatic)
| 25.8 |
1911.5
|
No
|
1031-IIDEO
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 70.85 |
70.85
|
Yes
|
5832-XKAES
|
Male
| 0 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 69.8 |
134.7
|
Yes
|
3205-MXZRA
|
Male
| 0 |
No
|
No
| 26 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
No
|
One year
|
No
|
Credit card (automatic)
| 59.45 |
1507
|
No
|
4701-AHWMW
|
Male
| 0 |
Yes
|
No
| 55 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 54.55 |
2978.3
|
Yes
|
8317-BVKSO
|
Male
| 0 |
No
|
No
| 14 |
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
| 20.05 |
299.3
|
No
|
5702-KVQRD
|
Male
| 0 |
Yes
|
No
| 71 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 82.55 |
5832.65
|
No
|
0083-PIVIK
|
Male
| 0 |
No
|
No
| 64 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
No
|
Electronic check
| 81.25 |
5567.55
|
No
|
9210-IAHGH
|
Female
| 0 |
No
|
No
| 7 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 70.75 |
450.8
|
Yes
|
6169-PGNCD
|
Female
| 0 |
No
|
No
| 57 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 74.3 |
4166.35
|
No
|
0023-XUOPT
|
Female
| 0 |
Yes
|
No
| 13 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 94.1 |
1215.6
|
Yes
|
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