CustomerID
string
Gender
string
Age
int64
Tenure
int64
ContractType
string
InternetService
string
MonthlyCharges
float64
TotalCharges
float64
PaymentMethod
string
TechSupport
string
StreamingTV
string
OnlineSecurity
string
PaperlessBilling
string
Churn
int64
CUST09601
Male
68
27
Two year
Fiber optic
93.05
2,450.98
Credit card
No
No
Yes
No
1
CUST09602
Male
64
3
Month-to-month
No
28.71
80.16
Mailed check
Yes
Yes
No
Yes
1
CUST09603
Female
43
12
Month-to-month
Fiber optic
106.27
1,310.49
Mailed check
No
Yes
No
Yes
1
CUST09604
Female
37
50
Month-to-month
DSL
60.01
2,995.52
Bank transfer
No
Yes
No
Yes
0
CUST09605
Male
59
47
One year
DSL
63.09
3,019.95
Credit card
No
Yes
No
No
0
CUST09606
Female
45
38
Month-to-month
Fiber optic
96.21
3,645.28
Credit card
Yes
Yes
No
No
0
CUST09607
Male
73
66
One year
Fiber optic
76.82
5,103.5
Credit card
Yes
Yes
No
Yes
0
CUST09608
Male
37
57
Month-to-month
Fiber optic
62.08
3,514.16
Credit card
No
Yes
Yes
Yes
1
CUST09609
Female
28
1
Month-to-month
DSL
56.64
52.66
Credit card
No
Yes
Yes
No
0
CUST09610
Male
75
24
One year
Fiber optic
83.16
1,996.56
Bank transfer
Yes
Yes
No
Yes
1
CUST09611
Male
27
10
Month-to-month
DSL
57.01
575.52
Mailed check
No
No
No
No
1
CUST09612
Female
78
0
One year
DSL
40.68
65.02
Mailed check
No
No
No
Yes
1
CUST09613
Male
40
47
Month-to-month
Fiber optic
71.85
3,345.27
Electronic check
No
Yes
No
Yes
1
CUST09614
Male
54
47
One year
Fiber optic
37.34
1,774.32
Credit card
No
No
No
No
0
CUST09615
Male
58
9
One year
DSL
62.82
506.16
Credit card
Yes
No
Yes
Yes
0
CUST09616
Male
69
29
Two year
Fiber optic
71.32
2,025.62
Mailed check
No
Yes
No
Yes
1
CUST09617
Male
36
34
Month-to-month
Fiber optic
83.62
2,804.6
Credit card
No
No
No
No
1
CUST09618
Male
62
18
One year
DSL
49.78
836.04
Credit card
Yes
Yes
Yes
Yes
0
CUST09619
Male
35
52
Month-to-month
No
44.81
2,302.28
Credit card
No
Yes
No
Yes
1
CUST09620
Female
66
33
Month-to-month
DSL
45.52
1,490.41
Mailed check
No
Yes
Yes
Yes
1
CUST09621
Female
44
31
Month-to-month
Fiber optic
70.27
2,176.82
Electronic check
No
Yes
No
Yes
1
CUST09622
Male
23
5
Month-to-month
Fiber optic
71.91
426.69
Mailed check
No
No
No
Yes
1
CUST09623
Male
27
12
One year
DSL
50.6
682.37
Credit card
No
Yes
Yes
Yes
0
CUST09624
Female
19
63
One year
Fiber optic
84.04
5,238.85
Mailed check
No
No
No
Yes
0
CUST09625
Female
41
6
Month-to-month
DSL
62.51
325.04
Bank transfer
No
No
Yes
No
1
CUST09626
Female
55
44
One year
DSL
45.5
1,975.22
Credit card
No
No
Yes
Yes
0
CUST09627
Female
45
44
Month-to-month
Fiber optic
88.4
3,940.33
Mailed check
No
No
Yes
Yes
1
CUST09628
Female
45
64
One year
DSL
60.89
3,890.52
Mailed check
Yes
No
Yes
Yes
0
CUST09629
Male
70
18
Two year
DSL
23.44
406.28
Electronic check
Yes
Yes
No
Yes
0
CUST09630
Female
62
46
One year
Fiber optic
66.18
3,076.93
Credit card
No
Yes
No
No
0
CUST09631
Female
67
45
Month-to-month
Fiber optic
48.43
2,311.52
Bank transfer
No
Yes
Yes
Yes
1
CUST09632
Female
56
28
One year
Fiber optic
57.16
1,522.53
Bank transfer
No
Yes
No
Yes
0
CUST09633
Male
19
60
Month-to-month
Fiber optic
82.88
4,937.88
Credit card
No
Yes
No
No
1
CUST09634
Male
78
64
One year
Fiber optic
79.82
5,082.62
Mailed check
No
No
Yes
No
0
CUST09635
Male
63
22
Month-to-month
Fiber optic
74.58
1,517.24
Bank transfer
No
No
No
Yes
1
CUST09636
Male
22
50
One year
DSL
47.73
2,354.22
Credit card
Yes
Yes
No
Yes
0
CUST09637
Male
67
62
Month-to-month
Fiber optic
61.08
3,724.41
Bank transfer
No
Yes
No
Yes
1
CUST09638
Male
28
21
Month-to-month
DSL
46.23
1,017.97
Credit card
Yes
Yes
No
Yes
1
CUST09639
Female
27
70
Month-to-month
No
31.84
2,172.86
Bank transfer
Yes
Yes
Yes
Yes
0
CUST09640
Male
60
32
One year
Fiber optic
63.55
2,011.24
Electronic check
No
No
No
Yes
0
CUST09641
Male
76
43
One year
No
44.1
1,961.63
Credit card
Yes
Yes
Yes
No
0
CUST09642
Female
19
6
Two year
Fiber optic
85.19
521.66
Electronic check
Yes
Yes
No
Yes
0
CUST09643
Male
32
1
One year
Fiber optic
42.17
10.97
Credit card
No
Yes
No
Yes
1
CUST09644
Female
56
16
Month-to-month
Fiber optic
74.4
1,111.35
Bank transfer
No
Yes
Yes
Yes
1
CUST09645
Female
58
64
One year
Fiber optic
51.29
3,254.12
Bank transfer
No
Yes
No
No
0
CUST09646
Male
54
57
Month-to-month
Fiber optic
65.45
3,736.51
Mailed check
No
Yes
No
No
1
CUST09647
Female
24
29
One year
DSL
46.23
1,338.27
Bank transfer
No
No
No
Yes
0
CUST09648
Female
37
25
Two year
No
27.3
692.66
Electronic check
No
Yes
No
Yes
0
CUST09649
Female
51
34
Month-to-month
Fiber optic
51.61
1,773.08
Mailed check
No
No
No
No
1
CUST09650
Female
52
62
One year
Fiber optic
55.38
3,395.24
Electronic check
No
No
No
No
0
CUST09651
Male
51
70
One year
Fiber optic
80.31
5,602.03
Electronic check
Yes
Yes
No
Yes
0
CUST09652
Female
70
27
Month-to-month
DSL
47.5
1,244.14
Electronic check
No
Yes
No
Yes
1
CUST09653
Male
39
24
Month-to-month
Fiber optic
84.16
2,049.21
Electronic check
Yes
Yes
Yes
Yes
0
CUST09654
Female
48
60
Month-to-month
DSL
26.37
1,521.24
Electronic check
Yes
Yes
No
Yes
1
CUST09655
Female
40
30
Two year
Fiber optic
82.86
2,418.4
Credit card
No
Yes
Yes
Yes
0
CUST09656
Female
36
53
Month-to-month
Fiber optic
66.13
3,563.91
Credit card
No
No
Yes
Yes
0
CUST09657
Male
21
66
Month-to-month
DSL
57.5
3,835.97
Mailed check
No
Yes
No
Yes
0
CUST09658
Male
41
50
Month-to-month
Fiber optic
76.58
3,864.32
Electronic check
No
No
Yes
Yes
1
CUST09659
Male
37
57
Month-to-month
Fiber optic
62.33
3,534.27
Credit card
No
No
No
Yes
1
CUST09660
Female
56
33
One year
Fiber optic
64.65
2,141.47
Bank transfer
No
No
Yes
Yes
0
CUST09661
Female
45
58
Month-to-month
Fiber optic
54.39
3,137.02
Mailed check
Yes
No
Yes
No
1
CUST09662
Female
71
20
Two year
DSL
48.78
924.65
Credit card
No
Yes
No
Yes
0
CUST09663
Female
56
55
Month-to-month
DSL
27.62
1,425.24
Bank transfer
Yes
No
No
Yes
0
CUST09664
Male
34
36
Month-to-month
Fiber optic
53.83
1,902.99
Mailed check
No
Yes
No
Yes
1
CUST09665
Female
36
63
Month-to-month
DSL
47.04
2,872.68
Bank transfer
No
No
No
No
0
CUST09666
Male
71
18
Two year
Fiber optic
75.57
1,385.72
Electronic check
Yes
No
Yes
No
1
CUST09667
Female
65
52
Month-to-month
Fiber optic
55.83
2,887.07
Bank transfer
No
Yes
Yes
Yes
1
CUST09668
Male
52
70
Month-to-month
No
32.51
2,273.16
Electronic check
No
No
No
Yes
1
CUST09669
Male
49
62
Month-to-month
No
50.1
3,174.49
Mailed check
No
Yes
Yes
Yes
1
CUST09670
Female
64
61
Month-to-month
Fiber optic
62.6
3,767.61
Electronic check
No
Yes
Yes
Yes
1
CUST09671
Female
63
71
One year
Fiber optic
60.21
4,365.01
Bank transfer
No
No
No
Yes
0
CUST09672
Male
64
18
One year
Fiber optic
70.82
1,275.89
Electronic check
No
Yes
No
Yes
0
CUST09673
Female
63
1
Month-to-month
DSL
53.34
64.33
Electronic check
Yes
No
Yes
Yes
1
CUST09674
Female
56
5
Month-to-month
DSL
54.68
275.87
Mailed check
No
Yes
No
No
1
CUST09675
Male
74
28
One year
Fiber optic
92.5
2,563.87
Electronic check
No
Yes
No
No
0
CUST09676
Male
52
40
Month-to-month
Fiber optic
75.31
2,996.93
Credit card
No
No
Yes
Yes
1
CUST09677
Male
47
50
Month-to-month
DSL
50.43
2,501.25
Mailed check
No
No
No
No
1
CUST09678
Male
34
4
Month-to-month
Fiber optic
83.22
300.79
Bank transfer
Yes
Yes
Yes
Yes
1
CUST09679
Female
59
40
Month-to-month
Fiber optic
94.86
3,867.2
Mailed check
No
Yes
No
Yes
1
CUST09680
Male
64
61
Month-to-month
No
41.25
2,536.12
Bank transfer
Yes
No
No
Yes
0
CUST09681
Male
46
29
Month-to-month
DSL
56.16
1,681.94
Bank transfer
Yes
No
No
Yes
1
CUST09682
Male
23
61
Month-to-month
DSL
48.32
2,923.33
Electronic check
No
No
No
Yes
1
CUST09683
Female
77
26
Month-to-month
No
31.31
860.03
Mailed check
No
No
Yes
No
0
CUST09684
Male
34
49
One year
DSL
61.26
3,087.5
Bank transfer
No
No
No
Yes
0
CUST09685
Female
34
51
Two year
Fiber optic
66.71
3,444.5
Credit card
No
No
No
Yes
0
CUST09686
Male
31
48
Two year
Fiber optic
43.14
2,057.29
Electronic check
No
Yes
No
No
0
CUST09687
Male
41
61
One year
DSL
47.51
2,952.47
Electronic check
Yes
Yes
No
No
0
CUST09688
Female
74
59
Month-to-month
Fiber optic
76.93
4,558.84
Bank transfer
No
No
Yes
Yes
1
CUST09689
Male
67
53
Month-to-month
Fiber optic
63.73
3,505.56
Credit card
No
No
No
No
0
CUST09690
Male
74
4
One year
DSL
75.9
307.42
Electronic check
Yes
No
Yes
Yes
0
CUST09691
Female
54
8
Month-to-month
DSL
64.17
570.24
Mailed check
No
No
Yes
No
1
CUST09692
Male
78
33
Month-to-month
Fiber optic
82.23
2,671.11
Bank transfer
Yes
No
No
No
0
CUST09693
Male
57
35
Month-to-month
Fiber optic
58.11
2,048.02
Credit card
No
Yes
No
Yes
1
CUST09694
Male
56
19
Month-to-month
Fiber optic
55.07
1,072.46
Bank transfer
No
Yes
No
Yes
1
CUST09695
Male
72
62
One year
No
54.61
3,448.39
Electronic check
Yes
Yes
No
Yes
0
CUST09696
Female
49
66
One year
No
22.36
1,470.53
Credit card
Yes
No
No
Yes
0
CUST09697
Male
53
29
One year
DSL
67.97
1,825.81
Bank transfer
No
No
No
Yes
0
CUST09698
Female
67
68
One year
DSL
31.66
2,150.74
Bank transfer
Yes
No
Yes
No
0
CUST09699
Male
54
69
Month-to-month
DSL
63.55
4,327.4
Bank transfer
No
Yes
Yes
Yes
1
CUST09700
Female
65
2
One year
No
44.3
123.79
Mailed check
No
No
No
Yes
0