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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
8107-RZLNV
|
Male
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 106.3 |
7565.35
|
No
|
0516-OOHAR
|
Male
| 0 |
Yes
|
Yes
| 28 |
Yes
|
No
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 100.35 |
2799
|
No
|
2027-CWDNU
|
Male
| 0 |
Yes
|
Yes
| 18 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85.6 |
1601.5
|
No
|
2737-WFVYW
|
Female
| 0 |
No
|
No
| 2 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 45.25 |
85.5
|
Yes
|
9912-OMZDS
|
Female
| 0 |
Yes
|
Yes
| 59 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Electronic check
| 106.15 |
6256.2
|
No
|
3733-ZEECP
|
Male
| 0 |
Yes
|
Yes
| 22 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 51.1 |
1232.9
|
No
|
7878-RTCZG
|
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
| 19.9 |
19.9
|
No
|
2452-MRMZF
|
Female
| 1 |
Yes
|
No
| 72 |
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)
| 25.7 |
1937.4
|
No
|
2272-QAGFO
|
Female
| 1 |
No
|
No
| 14 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 74.3 |
1096.25
|
Yes
|
7103-IPXPJ
|
Male
| 0 |
Yes
|
No
| 50 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 99.4 |
5059.75
|
No
|
4342-HFXWS
|
Female
| 0 |
Yes
|
Yes
| 48 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 69.7 |
3023.65
|
No
|
3545-CNWRG
|
Female
| 0 |
Yes
|
Yes
| 49 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 98.35 |
4889.2
|
No
|
1785-BPHTP
|
Male
| 0 |
Yes
|
Yes
| 28 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Electronic check
| 85.45 |
2289.9
|
No
|
4989-LIXVT
|
Male
| 1 |
No
|
No
| 68 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 95.9 |
6503.2
|
No
|
7315-WYOAW
|
Male
| 0 |
No
|
No
| 13 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 100.75 |
1313.25
|
No
|
1173-XZPYF
|
Female
| 0 |
No
|
No
| 11 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 89.2 |
990.3
|
No
|
9850-OWRHQ
|
Female
| 0 |
Yes
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 74.1 |
228
|
Yes
|
3768-NLUBH
|
Male
| 1 |
Yes
|
No
| 57 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 100.6 |
5746.15
|
Yes
|
8676-TRMJS
|
Male
| 0 |
No
|
No
| 3 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 75 |
209.1
|
Yes
|
2509-TFPJU
|
Male
| 0 |
Yes
|
No
| 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
|
Credit card (automatic)
| 25.75 |
1864.2
|
No
|
9530-GRMJG
|
Male
| 0 |
Yes
|
Yes
| 70 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Electronic check
| 84.1 |
5979.7
|
No
|
6898-RBTLU
|
Female
| 0 |
Yes
|
Yes
| 49 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Bank transfer (automatic)
| 79.3 |
3902.45
|
No
|
5481-NTDOH
|
Female
| 1 |
Yes
|
No
| 67 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
Yes
|
Credit card (automatic)
| 107.05 |
7142.5
|
No
|
2068-WWXQZ
|
Male
| 0 |
No
|
No
| 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
|
Bank transfer (automatic)
| 20.05 |
902
|
No
|
7359-SSBJK
|
Female
| 1 |
No
|
No
| 64 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Two year
|
Yes
|
Credit card (automatic)
| 70.2 |
4481
|
Yes
|
2061-VVFST
|
Female
| 0 |
Yes
|
No
| 37 |
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)
| 19.5 |
805.2
|
No
|
0685-MLYYM
|
Female
| 1 |
No
|
No
| 2 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 70.75 |
154.85
|
Yes
|
0749-IRGQE
|
Female
| 1 |
Yes
|
No
| 13 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
No
|
Electronic check
| 45.3 |
528.45
|
No
|
2380-DAMQP
|
Female
| 0 |
Yes
|
No
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 115.15 |
8349.7
|
No
|
2256-YLYLP
|
Male
| 0 |
Yes
|
Yes
| 68 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 72.95 |
4953.25
|
No
|
1272-ILHFG
|
Male
| 0 |
Yes
|
Yes
| 15 |
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 |
332.65
|
No
|
0164-XAIRP
|
Female
| 0 |
No
|
No
| 24 |
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)
| 19.55 |
470.2
|
No
|
5666-CYCYZ
|
Female
| 0 |
No
|
No
| 24 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 89.55 |
2259.35
|
No
|
4011-ARPHK
|
Male
| 0 |
No
|
No
| 27 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 50.35 |
1411.35
|
No
|
8182-PNAGI
|
Male
| 0 |
No
|
No
| 12 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 50.25 |
593.75
|
Yes
|
6365-HITVU
|
Female
| 0 |
Yes
|
Yes
| 71 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 87.25 |
6328.7
|
No
|
7558-IMLMT
|
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
|
Mailed check
| 20.8 |
1411.9
|
No
|
9488-FYQAU
|
Female
| 0 |
Yes
|
No
| 63 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 109.25 |
6841.4
|
No
|
3590-TCXTB
|
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
| 20.35 |
20.35
|
No
|
6994-KERXL
|
Male
| 0 |
No
|
No
| 4 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 55.9 |
238.5
|
No
|
7957-RYHQD
|
Female
| 1 |
No
|
No
| 40 |
Yes
|
No
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 79.2 |
3233.85
|
Yes
|
2180-DXNEG
|
Female
| 0 |
No
|
No
| 12 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 96 |
1062.1
|
Yes
|
1960-UOTYM
|
Male
| 0 |
Yes
|
Yes
| 52 |
Yes
|
No
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
No
|
Electronic check
| 79.2 |
4016.3
|
No
|
2740-JFBOK
|
Male
| 0 |
No
|
No
| 10 |
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
|
Electronic check
| 24 |
226.55
|
No
|
6500-JVEGC
|
Male
| 0 |
No
|
No
| 68 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 101.35 |
7110.75
|
No
|
5515-AKOAJ
|
Female
| 0 |
No
|
No
| 54 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 100.1 |
5440.9
|
Yes
|
8976-OQHGT
|
Female
| 0 |
Yes
|
Yes
| 4 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 56.5 |
235.1
|
Yes
|
5245-VDBUR
|
Female
| 0 |
Yes
|
No
| 52 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
No
|
Mailed check
| 35.45 |
1958.95
|
No
|
6230-BSUXY
|
Female
| 1 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 85 |
85
|
Yes
|
8469-SNFFH
|
Male
| 0 |
Yes
|
No
| 70 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
One year
|
No
|
Bank transfer (automatic)
| 79.4 |
5528.9
|
No
|
2144-ESWKO
|
Male
| 0 |
No
|
No
| 43 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
No
|
No
|
No
|
One year
|
Yes
|
Credit card (automatic)
| 35.2 |
1463.7
|
No
|
1241-FPMOF
|
Male
| 0 |
No
|
No
| 52 |
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
| 19.65 |
1025.05
|
No
|
9928-BZVLZ
|
Female
| 0 |
No
|
No
| 12 |
No
|
No phone service
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Two year
|
No
|
Mailed check
| 49.85 |
552.1
|
No
|
4114-QMKVN
|
Female
| 0 |
Yes
|
Yes
| 56 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
No
|
No
|
Yes
|
One year
|
No
|
Bank transfer (automatic)
| 68.75 |
3815.4
|
No
|
2775-SEFEE
|
Male
| 0 |
No
|
Yes
| 0 |
Yes
|
Yes
|
DSL
|
Yes
|
Yes
|
No
|
Yes
|
No
|
No
|
Two year
|
Yes
|
Bank transfer (automatic)
| 61.9 |
No
|
|
9003-CPATH
|
Male
| 0 |
No
|
No
| 42 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
Yes
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 79.9 |
3313.4
|
No
|
1754-GKYPY
|
Male
| 1 |
Yes
|
No
| 22 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Bank transfer (automatic)
| 89.75 |
1938.9
|
No
|
5294-CDGWY
|
Male
| 0 |
Yes
|
Yes
| 51 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
One year
|
No
|
Electronic check
| 59.3 |
3014.65
|
Yes
|
7956-XQWGU
|
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
|
Month-to-month
|
Yes
|
Credit card (automatic)
| 19.4 |
460.25
|
No
|
1591-MQJTP
|
Male
| 1 |
Yes
|
No
| 51 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
No
|
No
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 93.65 |
4839.15
|
No
|
5295-PCJOO
|
Male
| 0 |
No
|
Yes
| 4 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 49.4 |
184.4
|
Yes
|
2369-FEVNO
|
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
| 19.9 |
19.9
|
No
|
9863-JZAIC
|
Male
| 0 |
No
|
No
| 35 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
No
|
Mailed check
| 55 |
2010.55
|
Yes
|
7471-MQPOS
|
Male
| 1 |
Yes
|
Yes
| 71 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Bank transfer (automatic)
| 72.9 |
5139.65
|
No
|
7660-HDPJV
|
Female
| 0 |
No
|
No
| 1 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 69.2 |
69.2
|
Yes
|
5115-SQAAU
|
Female
| 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
|
Yes
|
Bank transfer (automatic)
| 25.6 |
1673.4
|
No
|
9845-QOMAD
|
Male
| 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
|
One year
|
No
|
Mailed check
| 19.75 |
309.35
|
No
|
7672-VFMXZ
|
Male
| 0 |
Yes
|
No
| 57 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 55.7 |
3171.6
|
No
|
9739-JLPQJ
|
Female
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
No
|
Credit card (automatic)
| 117.5 |
8670.1
|
No
|
9916-AYHTC
|
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
|
Two year
|
No
|
Credit card (automatic)
| 19.85 |
916
|
No
|
3855-ONCAR
|
Female
| 0 |
Yes
|
Yes
| 4 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 78.9 |
299.75
|
No
|
1488-SYSFC
|
Male
| 0 |
Yes
|
Yes
| 31 |
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
| 20.65 |
702.05
|
No
|
7931-PXHFC
|
Male
| 0 |
No
|
No
| 38 |
Yes
|
No
|
DSL
|
No
|
No
|
Yes
|
Yes
|
No
|
Yes
|
One year
|
Yes
|
Mailed check
| 62.3 |
2354.8
|
Yes
|
3990-QYKBE
|
Male
| 1 |
Yes
|
No
| 37 |
Yes
|
Yes
|
Fiber optic
|
No
|
No
|
No
|
No
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 92.5 |
3473.4
|
Yes
|
0970-QXPXW
|
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
| 19.65 |
19.65
|
No
|
3259-KNMRR
|
Male
| 1 |
No
|
No
| 57 |
Yes
|
Yes
|
DSL
|
No
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Bank transfer (automatic)
| 79.75 |
4438.2
|
No
|
6120-RJKLU
|
Female
| 1 |
Yes
|
No
| 62 |
Yes
|
No
|
DSL
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 79.95 |
4819.75
|
No
|
9572-WUKSB
|
Male
| 0 |
Yes
|
No
| 3 |
No
|
No phone service
|
DSL
|
No
|
No
|
No
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 29.9 |
92.25
|
No
|
5893-KCLGT
|
Female
| 0 |
No
|
Yes
| 72 |
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
| 19.75 |
1567
|
No
|
0076-LVEPS
|
Male
| 0 |
No
|
Yes
| 29 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 45 |
1242.45
|
No
|
3640-JQGJG
|
Male
| 0 |
Yes
|
Yes
| 13 |
Yes
|
No
|
DSL
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Bank transfer (automatic)
| 44.8 |
559.2
|
No
|
4919-MOAVT
|
Male
| 0 |
No
|
Yes
| 3 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 69.65 |
220.1
|
Yes
|
1596-OQSPS
|
Female
| 0 |
No
|
No
| 11 |
Yes
|
No
|
DSL
|
No
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Electronic check
| 51.1 |
531.15
|
No
|
9867-XOBQA
|
Female
| 0 |
No
|
Yes
| 21 |
No
|
No phone service
|
DSL
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
No
|
Two year
|
No
|
Mailed check
| 53.15 |
1183.2
|
No
|
9546-KDTRB
|
Female
| 0 |
No
|
No
| 19 |
Yes
|
Yes
|
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)
| 24.7 |
465.85
|
No
|
3090-HAWSU
|
Male
| 0 |
No
|
No
| 61 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 111.6 |
6876.05
|
Yes
|
9820-RMCQV
|
Female
| 0 |
No
|
No
| 11 |
Yes
|
No
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Credit card (automatic)
| 48.55 |
501
|
Yes
|
3174-RKMOW
|
Male
| 0 |
Yes
|
Yes
| 35 |
Yes
|
Yes
|
Fiber optic
|
No
|
Yes
|
Yes
|
Yes
|
Yes
|
Yes
|
Month-to-month
|
Yes
|
Electronic check
| 109.95 |
3782.4
|
No
|
1760-CAZHT
|
Male
| 0 |
No
|
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
|
No
|
Mailed check
| 20.8 |
460.2
|
No
|
7839-QRKXN
|
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
| 20.2 |
20.2
|
Yes
|
8441-SHIPE
|
Female
| 0 |
No
|
No
| 67 |
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)
| 25.6 |
1790.35
|
No
|
5204-QZXPU
|
Male
| 0 |
No
|
No
| 19 |
No
|
No phone service
|
DSL
|
No
|
No
|
Yes
|
No
|
Yes
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 39.65 |
733.35
|
Yes
|
4597-ELFTS
|
Male
| 0 |
No
|
No
| 56 |
Yes
|
Yes
|
No
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
No internet service
|
One year
|
No
|
Electronic check
| 24.9 |
1334
|
Yes
|
1320-GVNHT
|
Male
| 0 |
Yes
|
Yes
| 72 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Credit card (automatic)
| 108.4 |
7767.25
|
No
|
1047-RNXZV
|
Male
| 0 |
No
|
No
| 43 |
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
| 19.55 |
876.15
|
No
|
3541-ZNUHK
|
Female
| 0 |
Yes
|
Yes
| 55 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Electronic check
| 85.1 |
4600.95
|
No
|
8450-JOVAH
|
Male
| 0 |
Yes
|
Yes
| 2 |
Yes
|
Yes
|
DSL
|
Yes
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
No
|
Mailed check
| 56.7 |
113.55
|
Yes
|
8725-JEDFD
|
Male
| 0 |
No
|
No
| 27 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 69.05 |
1793.25
|
No
|
7562-UXTPG
|
Female
| 0 |
No
|
No
| 13 |
Yes
|
No
|
Fiber optic
|
No
|
No
|
No
|
No
|
No
|
No
|
Month-to-month
|
Yes
|
Mailed check
| 70.15 |
886.7
|
No
|
8071-SBTRN
|
Female
| 0 |
No
|
No
| 70 |
Yes
|
Yes
|
Fiber optic
|
Yes
|
Yes
|
Yes
|
No
|
Yes
|
Yes
|
Two year
|
Yes
|
Mailed check
| 111.15 |
7737.55
|
No
|
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