Search is not available for this dataset
tenure
int64
Contract
int64
PaperlessBilling
int64
PaymentMethod
int64
MonthlyCharges
float64
TotalCharges
int64
InternetService
int64
TechSupport
int64
OnlineSecurity
int64
SeniorCitizen
int64
Churn
int64
12
2
0
0
21.05
2,267
2
1
1
0
0
4
0
1
2
45.9
1,595
0
0
0
0
0
65
2
1
2
110.35
5,642
1
2
2
1
0
2
0
0
2
97.1
1,396
1
0
2
0
0
71
1
1
2
105.9
5,786
1
0
0
1
0
30
0
0
1
91.7
2,397
1
0
2
1
1
29
0
1
2
74.95
1,765
1
0
0
0
0
5
0
1
3
99.15
3,934
1
2
0
0
1
17
0
0
2
92.6
1,028
1
0
0
0
0
61
2
1
3
24.2
826
2
1
1
0
0
16
0
1
1
89.45
798
1
0
0
0
1
47
1
0
3
20.05
6,450
2
1
1
0
0
37
1
0
3
79.25
2,519
0
0
2
0
0
8
0
1
1
25.25
1,430
0
0
0
0
0
64
2
1
2
54.6
2,967
0
2
0
0
0
40
2
1
3
24.8
53
2
1
1
0
0
10
0
1
3
20.55
1,441
2
1
1
0
0
9
0
1
0
75.75
5,238
1
0
0
0
1
53
1
1
2
94
4,116
1
2
0
1
0
1
0
0
2
20.7
1,620
2
1
1
0
0
13
1
1
2
19.95
2,183
2
1
1
0
0
34
1
0
3
55
1,459
0
0
2
0
0
21
0
0
3
24.7
3,949
2
1
1
0
0
0
2
0
3
20.25
0
2
1
1
0
0
25
0
1
1
76.15
1,601
0
2
2
0
0
1
0
1
1
69.95
5,455
1
0
0
0
0
2
0
1
3
75.45
1,030
1
0
0
1
1
47
2
1
0
21.3
81
2
1
1
0
0
72
2
1
1
94.45
5,465
1
0
2
0
0
31
0
1
2
99.95
2,769
1
0
0
1
1
0
2
0
3
20
0
2
1
1
0
0
47
2
0
3
19.65
6,489
2
1
1
0
0
72
2
0
1
24.8
1,448
2
1
1
0
0
1
0
0
1
20.55
1,617
2
1
1
0
0
9
0
1
1
34.7
2,554
0
0
0
0
1
4
0
0
2
30.5
336
0
2
0
0
0
19
0
1
2
87.3
1,108
1
0
2
1
0
43
0
1
2
75.2
2,778
1
0
2
0
1
43
2
0
0
75.2
2,833
0
0
2
0
0
18
0
1
1
45.65
5,757
0
0
0
0
0
39
0
1
2
99.75
3,449
1
0
0
1
0
11
0
1
2
111.4
341
1
2
0
1
0
1
0
0
2
35.9
3,036
0
0
0
0
1
1
0
1
2
68.95
5,383
1
0
0
0
1
43
0
0
0
34
916
0
2
2
0
0
12
1
0
3
26.4
2,731
2
1
1
0
0
52
2
1
3
85.15
3,790
0
2
2
0
0
71
2
0
2
83.2
4,998
0
2
2
0
0
71
2
0
2
109.25
5,872
1
2
0
0
0
30
0
1
1
94.3
2,328
1
0
2
0
0
39
1
1
3
24.2
6,355
2
1
1
0
0
3
0
1
3
55.1
974
0
2
2
0
1
3
1
0
3
21.2
4,354
2
1
1
0
0
68
1
1
0
75.8
4,426
0
2
0
0
1
41
2
0
0
19.3
5,879
2
1
1
0
0
8
0
1
2
87.05
5,835
1
0
0
0
1
72
2
1
1
24.15
1,299
2
1
1
0
0
10
0
1
2
79.95
6,233
1
0
0
0
1
12
1
0
1
53.65
5,480
0
0
0
0
1
72
2
1
2
109.55
6,086
1
0
2
0
0
17
0
1
0
85.35
857
1
0
2
1
1
68
1
1
2
78.45
4,459
0
2
2
0
0
57
0
1
1
104.5
4,858
1
0
0
0
1
37
0
1
0
106.75
3,467
1
0
2
1
1
1
0
0
2
48.95
4,054
0
0
0
0
1
53
1
1
1
106.95
4,771
1
0
2
0
1
34
1
1
0
79.95
2,370
0
2
2
0
0
49
0
1
1
59.75
2,537
0
0
2
0
1
70
2
0
1
86.45
4,878
0
2
2
0
0
67
2
1
0
64.55
3,624
0
2
2
1
0
51
2
0
0
24.95
523
2
1
1
0
0
3
1
1
2
69.95
1,825
0
0
0
0
0
1
0
1
3
70.7
5,515
1
0
0
0
0
56
2
1
1
75.85
3,630
0
2
2
0
0
12
0
1
3
112.95
694
1
2
0
0
1
27
0
0
2
100.75
2,421
1
2
2
0
0
58
1
1
1
105.2
5,056
1
0
0
0
0
6
0
0
3
20.2
419
2
1
1
0
0
64
2
1
3
24.05
1,000
2
1
1
0
0
16
0
1
1
79.95
491
1
0
0
0
0
44
1
0
2
94.4
3,650
1
0
0
0
0
16
0
0
2
20.15
2,952
2
1
1
0
0
18
2
0
3
20.1
3,192
2
1
1
0
0
44
1
0
1
19.5
6,161
2
1
1
0
0
30
0
1
2
101.5
2,521
1
2
0
1
0
25
0
1
3
79
1,503
0
2
2
0
0
14
0
1
1
71
6,352
1
0
0
0
1
4
0
0
3
50.85
2,027
0
0
0
0
1
42
2
1
1
99
3,529
1
2
0
0
0
7
0
0
3
20.45
905
2
1
1
0
0
19
0
1
2
84.75
1,131
1
0
2
0
0
7
0
1
3
45.75
2,979
0
0
0
1
0
10
1
1
3
65.9
5,267
0
0
0
0
0
15
0
0
2
101.75
1,152
1
0
2
0
0
12
0
1
2
106.7
465
1
0
0
0
1
12
0
0
3
19
1,963
2
1
1
0
1
8
0
0
3
19.2
1,008
2
1
1
0
0
10
0
1
0
19.8
1,566
2
1
1
0
0
55
0
1
2
74
3,464
1
0
0
1
0
69
2
1
1
82.45
4,608
0
2
2
0
0