customer_id
stringlengths 8
8
| age
int64 18
80
| gender
stringclasses 2
values | tenure_months
int64 4
72
| monthly_charges
float64 22.1
113
| total_charges
float64 200
7.23k
| contract_type
stringclasses 3
values | internet_service
stringclasses 3
values | churn
stringclasses 2
values |
|---|---|---|---|---|---|---|---|---|
CUST0001
| 58
|
Male
| 4
| 94.16
| 376.64
|
Month-to-month
|
DSL
|
Yes
|
CUST0002
| 65
|
Male
| 70
| 28.69
| 2,008.3
|
One year
|
DSL
|
Yes
|
CUST0003
| 23
|
Male
| 30
| 70.54
| 2,116.2
|
Month-to-month
|
No
|
Yes
|
CUST0004
| 63
|
Female
| 29
| 64.92
| 1,882.68
|
One year
|
DSL
|
Yes
|
CUST0005
| 62
|
Female
| 44
| 47.79
| 2,102.76
|
Month-to-month
|
Fiber optic
|
Yes
|
CUST0006
| 23
|
Female
| 13
| 55.9
| 726.7
|
One year
|
No
|
No
|
CUST0007
| 69
|
Male
| 59
| 73.62
| 4,343.58
|
One year
|
DSL
|
No
|
CUST0008
| 71
|
Female
| 25
| 90.46
| 2,261.5
|
Month-to-month
|
No
|
Yes
|
CUST0009
| 67
|
Female
| 11
| 105.53
| 1,160.83
|
Month-to-month
|
Fiber optic
|
No
|
CUST0010
| 47
|
Female
| 21
| 57.02
| 1,197.42
|
Month-to-month
|
No
|
No
|
CUST0011
| 62
|
Male
| 22
| 73.41
| 1,615.02
|
Month-to-month
|
DSL
|
No
|
CUST0012
| 42
|
Female
| 72
| 41.96
| 3,021.12
|
One year
|
DSL
|
Yes
|
CUST0013
| 70
|
Male
| 41
| 60.12
| 2,464.92
|
Month-to-month
|
DSL
|
No
|
CUST0014
| 31
|
Female
| 51
| 108.47
| 5,531.97
|
Two year
|
Fiber optic
|
Yes
|
CUST0015
| 34
|
Male
| 32
| 94.5
| 3,024
|
Two year
|
Fiber optic
|
No
|
CUST0016
| 75
|
Female
| 47
| 41.93
| 1,970.71
|
Month-to-month
|
No
|
No
|
CUST0017
| 23
|
Male
| 15
| 35.28
| 529.2
|
Month-to-month
|
No
|
No
|
CUST0018
| 56
|
Male
| 50
| 58.16
| 2,908
|
One year
|
No
|
No
|
CUST0019
| 80
|
Male
| 15
| 88.17
| 1,322.55
|
Two year
|
Fiber optic
|
No
|
CUST0020
| 25
|
Female
| 56
| 35.82
| 2,005.92
|
Month-to-month
|
No
|
No
|
CUST0021
| 80
|
Male
| 65
| 111.26
| 7,231.9
|
Two year
|
Fiber optic
|
Yes
|
CUST0022
| 27
|
Female
| 21
| 73.94
| 1,552.74
|
Two year
|
DSL
|
No
|
CUST0023
| 49
|
Male
| 15
| 112.91
| 1,693.65
|
One year
|
DSL
|
Yes
|
CUST0024
| 33
|
Male
| 11
| 93.19
| 1,025.09
|
Month-to-month
|
No
|
Yes
|
CUST0025
| 26
|
Female
| 71
| 36.51
| 2,592.21
|
Two year
|
No
|
No
|
CUST0026
| 79
|
Male
| 70
| 95.53
| 6,687.1
|
Two year
|
DSL
|
No
|
CUST0027
| 43
|
Female
| 57
| 109.96
| 6,267.72
|
One year
|
DSL
|
Yes
|
CUST0028
| 32
|
Male
| 44
| 22.1
| 972.4
|
Two year
|
DSL
|
Yes
|
CUST0029
| 18
|
Male
| 8
| 42.89
| 343.12
|
Month-to-month
|
Fiber optic
|
Yes
|
CUST0030
| 50
|
Male
| 36
| 86.9
| 3,128.4
|
Month-to-month
|
No
|
Yes
|
CUST0031
| 64
|
Female
| 32
| 98.46
| 3,150.72
|
One year
|
DSL
|
Yes
|
CUST0032
| 24
|
Female
| 46
| 62.36
| 2,868.56
|
One year
|
No
|
Yes
|
CUST0033
| 61
|
Male
| 8
| 60.26
| 482.08
|
One year
|
DSL
|
Yes
|
CUST0034
| 30
|
Male
| 69
| 64.86
| 4,475.34
|
One year
|
DSL
|
No
|
CUST0035
| 47
|
Male
| 10
| 64.31
| 643.1
|
Two year
|
DSL
|
Yes
|
CUST0036
| 59
|
Male
| 12
| 112.64
| 1,351.68
|
Month-to-month
|
DSL
|
No
|
CUST0037
| 49
|
Female
| 28
| 106.47
| 2,981.16
|
Month-to-month
|
DSL
|
No
|
CUST0038
| 18
|
Female
| 34
| 112.65
| 3,830.1
|
One year
|
Fiber optic
|
No
|
CUST0039
| 62
|
Female
| 20
| 38.99
| 779.8
|
Month-to-month
|
DSL
|
Yes
|
CUST0040
| 65
|
Female
| 8
| 25.01
| 200.08
|
One year
|
No
|
Yes
|
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