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
0
1
3
99.95
260
1
2
0
0
1
72
2
1
0
114.65
6,152
1
2
2
1
0
58
0
1
1
65.25
3,251
0
0
2
0
0
59
1
0
2
85.55
4,296
1
0
0
0
1
34
1
0
0
77.2
2,392
0
0
0
0
0
52
2
0
3
24.8
417
2
1
1
0
0
10
0
1
2
45.55
3,440
0
0
0
0
1
16
0
0
2
59.4
49
0
2
0
1
1
58
1
1
2
108.85
5,079
1
0
2
1
1
10
0
1
2
94.9
93
1
0
0
0
1
3
0
1
3
89.85
2,087
1
2
0
0
0
69
2
0
1
19.8
805
2
1
1
0
0
13
0
1
0
30.85
3,366
0
0
2
0
0
25
0
1
0
89.15
1,891
1
0
0
0
1
1
0
0
3
20.05
1,607
2
1
1
1
1
1
0
0
3
62.05
5,040
0
2
0
0
1
68
2
1
0
102.1
5,601
1
0
2
0
0
1
0
1
1
90.85
6,327
1
0
0
0
1
8
0
0
2
100.85
6,095
1
0
0
0
1
1
0
0
2
25.25
2,152
0
0
0
0
0
46
0
0
2
53.1
2,106
0
0
2
0
0
45
0
1
0
103.65
4,017
1
2
0
0
0
8
0
1
0
103.35
6,198
1
2
2
0
1
5
0
1
0
94.85
3,922
1
0
0
0
1
22
0
1
3
93.2
1,771
1
0
0
0
0
58
0
1
2
95.3
4,797
1
2
0
0
0
51
0
1
2
49.65
2,210
0
0
0
0
0
39
0
1
1
48.95
1,455
0
2
2
0
1
26
1
0
3
26
5,398
2
1
1
0
0
53
0
0
0
85.45
3,842
1
0
0
0
1
1
0
0
2
80
6,013
1
0
0
0
1
1
0
0
0
29.95
2,507
0
0
0
0
1
18
0
1
2
85.6
1,062
1
2
0
0
0
46
2
0
0
20.05
6,331
2
1
1
0
0
3
0
0
2
79.25
2,325
1
0
0
0
1
12
0
1
2
44.55
4,055
0
0
0
0
1
14
0
1
2
55
5,873
0
2
0
0
0
5
0
1
3
70.25
2,877
1
0
0
1
1
28
1
0
0
100.35
2,424
1
0
0
0
0
59
0
1
0
93.85
4,618
1
0
0
1
1
10
0
1
1
44.85
3,698
0
0
0
0
1
21
1
0
3
80.9
1,217
0
2
2
0
0
5
0
0
2
45.7
1,582
0
0
0
1
1
10
2
0
1
26.1
1,884
2
1
1
0
0
5
0
1
3
71.45
3,199
1
0
0
1
0
9
0
1
2
79.9
5,734
1
0
0
0
1
11
0
1
0
97.85
202
1
0
0
0
1
47
2
0
2
73.6
3,054
0
0
0
0
0
3
0
0
3
41.35
135
0
2
2
0
0
1
0
1
2
75.9
5,778
1
2
0
0
1
23
1
0
0
40.65
6,435
0
2
2
0
0
16
0
1
2
94.45
930
1
2
0
1
1
27
1
0
2
81.7
1,848
0
2
2
0
0
68
2
0
3
25.75
1,181
2
1
1
0
0
2
0
0
2
51.4
6,468
0
0
0
0
0
5
0
0
1
20.35
404
2
1
1
0
0
67
0
1
3
75.7
4,281
1
0
0
1
0
52
1
0
1
57.95
2,642
0
2
2
0
0
29
0
1
2
85.8
2,093
1
0
0
0
0
1
0
0
2
70.1
5,503
1
0
0
0
0
4
0
1
2
70.15
2,329
1
0
0
0
1
69
2
1
1
85.35
4,838
0
2
2
0
0
16
0
1
2
38.9
5,286
0
0
2
0
0
24
0
1
2
93
1,881
1
0
0
0
0
42
0
1
0
103.8
3,682
1
2
0
0
0
60
0
1
2
50.8
2,631
0
0
0
0
1
10
0
0
2
95.2
6,397
1
0
0
0
1
9
0
1
0
59.5
4,435
0
2
0
0
0
24
0
1
0
69.45
1,076
0
0
0
0
0
18
0
0
3
20.05
3,100
2
1
1
0
0
72
2
1
0
115.6
6,106
1
2
2
0
0
64
0
1
0
86.8
4,451
1
2
2
0
0
2
0
0
3
19.4
4,231
2
1
1
0
0
68
2
1
1
90.8
5,098
0
2
2
0
0
1
0
1
2
102.45
36
1
0
2
0
1
59
1
0
3
20.35
488
2
1
1
0
0
50
1
1
2
98.25
4,096
1
0
0
0
0
72
2
1
0
110.45
6,043
1
2
2
0
0
57
1
0
2
94.7
4,541
1
2
0
0
0
18
1
0
0
20.35
3,184
2
1
1
1
0
62
1
1
1
115.05
5,597
1
2
2
0
0
24
1
0
3
20.1
4,457
2
1
1
0
0
37
0
0
0
40.2
832
0
0
2
0
1
5
0
1
2
85.75
3,984
1
2
0
0
1
3
0
1
0
69.55
1,854
1
0
0
0
1
29
0
1
1
75.3
1,899
1
0
0
0
0
31
0
1
3
49.2
899
0
2
0
0
0
24
1
1
1
20.8
3,970
2
1
1
0
0
18
0
0
2
74.8
806
1
0
2
0
0
17
0
0
2
91.85
1,026
1
2
2
0
1
69
2
1
3
66.9
3,894
0
2
2
0
0
48
1
0
3
19.95
6,409
2
1
1
0
0
54
2
0
1
20.4
180
2
1
1
0
0
13
0
1
2
78.75
6,521
0
0
2
0
0
22
0
0
0
85.35
1,569
1
0
0
1
0
18
0
0
3
25.15
4,032
0
0
0
0
0
16
0
0
2
90.7
676
1
0
2
0
0
5
0
1
2
80.6
3,547
1
0
0
0
1
53
2
0
3
20.25
92
2
1
1
0
0
44
0
0
2
73.85
2,714
1
0
0
1
0