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
70
1
1
2
97.65
5,490
1
0
0
0
0
67
1
1
1
69.35
3,939
0
2
2
0
0
3
0
0
0
50.4
665
0
0
0
0
0
1
0
0
3
20.2
1,610
2
1
1
0
1
28
1
1
1
54.4
934
0
2
0
0
0
29
1
0
3
19.85
4,465
2
1
1
0
0
4
0
0
2
75.35
2,933
1
0
0
0
1
50
2
1
3
79.6
3,442
0
2
0
0
0
34
1
0
0
64.2
1,736
0
2
0
1
0
67
1
0
2
89.55
4,938
1
2
2
0
0
72
2
0
1
103.95
5,785
1
2
2
0
0
4
0
1
2
99.6
3,003
1
0
2
1
1
7
0
1
2
84.35
4,975
1
0
0
1
0
47
1
1
2
103.7
4,000
1
2
2
0
0
11
0
0
0
51
4,788
0
0
2
0
0
40
0
0
0
104.8
3,525
1
2
0
0
1
40
0
0
2
101.85
3,486
1
0
2
1
1
41
1
1
3
19.75
6,044
2
1
1
0
0
31
0
1
2
94.5
2,573
1
0
0
0
0
62
2
0
0
23.4
793
2
1
1
0
0
61
1
1
2
103.95
5,170
1
0
0
0
0
67
2
0
0
36.15
2,083
0
0
2
0
0
72
2
0
0
24.3
1,305
2
1
1
1
0
62
2
1
1
38.6
1,981
0
2
2
0
0
2
0
1
2
69.6
569
1
0
0
1
1
59
2
1
3
100.05
4,937
1
2
0
0
0
4
0
1
2
56.4
1,974
0
0
0
0
0
72
2
1
1
90.25
5,135
0
2
2
0
0
70
1
0
0
64.95
3,881
0
2
2
0
0
71
2
1
2
24.5
1,370
2
1
1
0
0
38
0
1
0
99.25
3,241
1
0
0
0
1
19
0
1
2
90.6
1,145
1
0
2
1
1
3
0
1
2
70.3
1,709
1
0
0
0
1
4
0
1
3
58.5
1,877
0
2
0
0
0
4
0
1
3
46
1,530
0
0
0
0
1
18
0
0
3
95.15
1,306
1
0
0
0
1
51
1
1
0
24.6
487
2
1
1
0
0
13
0
1
2
84.6
223
1
0
0
0
1
3
0
1
2
80.35
2,183
1
0
0
0
0
10
0
1
1
84.6
6,253
1
0
0
1
1
61
0
0
0
99.4
4,874
1
2
2
0
0
12
1
0
0
19.8
1,651
2
1
1
0
0
31
0
0
0
35.4
149
0
2
2
0
1
1
0
1
3
20.05
1,607
2
1
1
0
0
72
2
1
0
65.55
4,063
0
2
2
0
0
14
0
0
1
90.45
485
1
0
0
1
1
11
0
1
0
80.5
6,316
1
0
0
0
1
56
1
0
1
94.8
4,403
1
0
2
1
0
31
0
1
2
81.15
2,289
1
0
0
0
0
4
0
1
3
19.65
5,317
2
1
1
0
0
21
0
1
0
64.95
615
0
0
2
1
0
22
1
0
0
20.75
3,845
2
1
1
0
0
1
0
0
0
69.75
5,451
1
0
0
0
1
23
0
1
2
90.45
1,745
1
0
0
1
0
29
1
0
1
39.5
164
0
2
2
0
0
47
2
0
0
59.6
2,393
0
2
0
1
0
65
0
1
1
109.4
5,632
1
0
2
1
0
1
0
0
3
29.9
2,506
0
0
2
0
0
8
0
1
2
54.4
4,021
0
0
0
0
0
24
1
0
0
83.15
1,667
1
0
0
0
0
9
0
1
2
83.85
5,977
1
0
0
1
1
5
0
0
2
50.35
2,007
0
0
0
1
1
25
0
1
2
89.7
1,803
1
0
0
1
1
2
0
0
2
68.95
354
1
0
0
0
1
6
1
0
3
19.7
6,421
2
1
1
0
0
41
1
0
0
19.5
6,003
2
1
1
0
0
11
0
1
3
44.65
3,994
0
0
0
0
0
29
0
1
0
99.05
2,550
1
0
0
1
1
30
1
0
0
19.55
4,969
2
1
1
0
0
72
2
1
1
116.4
6,225
1
2
2
0
0
70
0
1
1
97.55
5,297
1
0
2
0
0
25
0
0
2
54.1
672
0
0
0
0
0
12
0
0
3
29.2
2,682
0
0
0
0
1
12
0
0
3
19.7
1,823
2
1
1
0
0
63
1
1
2
107.5
5,422
1
0
0
0
1
47
0
1
2
98.75
3,859
1
0
2
0
1
72
2
1
2
99.15
5,739
1
0
2
0
0
18
0
1
3
50.3
6,341
0
2
0
0
0
71
1
1
0
84.8
4,943
0
2
2
0
0
1
0
1
2
75.3
5,769
1
0
0
0
1
42
0
0
3
54.5
1,941
0
0
2
0
0
19
0
1
2
89.1
1,091
1
0
0
0
0
72
2
1
1
104.9
5,886
1
2
2
0
0
70
2
1
0
113.65
5,990
1
2
2
0
0
56
2
1
1
72.6
3,484
0
2
2
1
0
46
0
0
2
45.55
1,687
0
0
2
0
0
2
0
0
0
20.1
3,657
2
1
1
0
0
72
2
1
0
108.3
5,858
1
2
2
0
0
69
0
1
1
84.9
4,772
1
0
2
1
0
1
0
0
0
19.9
1,492
2
1
1
0
0
53
1
0
0
20.8
43
2
1
1
0
1
29
1
0
3
20
4,906
2
1
1
0
0
35
0
0
2
49.2
1,201
0
0
0
0
0
9
0
1
2
88.05
6,027
1
0
2
0
0
19
0
1
1
88.8
1,159
1
2
2
0
0
61
1
1
3
115.1
5,496
1
2
2
0
0
8
0
1
1
54.75
3,719
0
0
0
0
0
29
0
0
0
100.55
2,485
1
0
0
0
0
72
2
1
2
108.4
5,878
1
2
0
0
0
1
0
1
2
99.75
6,511
1
0
0
0
1