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
20
0
0
3
96.8
1,380
1
2
0
0
0
71
2
0
1
19.7
553
2
1
1
0
0
34
0
1
2
105.1
3,140
1
2
0
0
0
43
2
1
2
25.1
137
2
1
1
0
0
50
1
1
0
101.9
4,407
1
0
2
1
0
41
1
1
0
101.6
3,363
1
0
2
0
0
54
0
1
0
79.85
3,668
1
0
0
0
0
64
2
0
1
19.45
414
2
1
1
0
0
31
0
0
3
54.35
1,123
0
2
0
0
0
11
0
1
2
78.5
6,273
1
0
0
1
0
4
0
1
2
85.65
2,791
1
0
0
0
1
21
2
0
3
53.15
342
0
2
2
0
0
35
2
0
0
24.3
6,105
2
1
1
0
0
58
1
0
1
99.25
4,813
1
0
2
0
0
20
2
0
3
20.05
3,417
2
1
1
0
0
60
2
0
3
25
914
2
1
1
0
0
41
1
1
1
20.25
6,250
2
1
1
0
0
15
0
1
2
51.1
5,577
0
0
0
0
0
1
0
1
3
44.3
3,739
0
0
0
0
0
66
0
0
2
99.5
5,324
1
0
0
0
1
1
0
1
2
69.25
5,443
1
0
0
1
1
2
0
1
2
44.5
6,321
0
0
0
0
0
32
0
0
0
84.15
2,236
1
0
0
0
1
72
2
0
0
78.45
4,694
0
2
2
1
0
62
1
0
2
96.1
4,918
1
0
2
0
0
9
0
1
2
79.55
5,616
1
0
0
1
0
4
0
0
2
86.05
2,672
1
0
0
0
0
30
0
0
0
82.05
2,229
1
0
0
0
0
40
0
1
1
104.5
3,450
1
0
0
0
1
33
1
1
3
20.15
5,390
2
1
1
0
0
63
1
0
1
80
4,272
0
2
2
0
0
64
1
0
0
19.8
609
2
1
1
0
0
5
0
0
2
96.55
4,237
1
0
0
0
0
7
0
0
0
20
666
2
1
1
0
1
10
0
1
3
79.85
6,290
1
0
2
0
0
63
0
1
2
100.55
5,049
1
0
2
0
1
20
2
1
1
39.4
6,113
0
2
2
0
0
38
1
0
0
84.1
2,771
0
0
2
0
0
66
1
1
1
108.1
5,618
1
2
0
1
0
13
0
1
2
91.1
265
1
0
0
0
1
24
0
0
3
66.3
1,003
0
0
2
0
0
23
0
1
2
104.45
1,800
1
0
0
1
0
32
0
1
3
91.35
2,499
1
0
0
1
0
51
1
0
0
60.15
2,669
0
2
2
0
0
40
2
0
3
19.1
5,915
2
1
1
0
0
22
0
1
3
59.05
462
0
2
2
0
0
1
0
1
0
70.45
5,510
0
2
2
0
0
6
0
1
2
89.35
4,686
1
0
0
1
0
1
0
0
3
19.65
1,487
2
1
1
0
1
4
1
0
0
20.5
5,961
2
1
1
0
0
60
0
1
2
105.9
5,156
1
0
0
0
1
72
2
1
1
64.95
3,875
0
2
2
1
0
42
1
1
0
60.15
2,068
0
0
2
0
0
2
0
1
3
62.15
248
0
0
2
0
0
69
2
0
0
60.25
3,466
0
2
2
0
0
2
0
1
2
86
1,129
1
0
0
0
1
1
0
1
2
36.45
3,113
0
0
0
1
1
31
0
1
1
66.4
1,649
0
2
0
0
0
16
2
0
3
20.5
2,508
2
1
1
0
0
15
0
0
3
19.6
2,586
2
1
1
0
0
2
0
1
0
94.2
1,531
1
0
0
0
1
17
0
1
2
92.55
1,078
1
0
0
1
0
6
0
0
3
94.5
4,748
1
0
0
0
1
61
0
0
2
59.8
3,145
0
0
2
0
0
1
0
0
3
19.15
1,478
2
1
1
0
0
19
1
1
1
87.7
1,232
1
2
0
0
0
44
2
1
1
54.05
2,013
0
2
2
0
0
70
2
1
1
111.95
5,906
1
2
2
0
0
63
2
0
3
25.25
1,023
2
1
1
0
0
58
1
1
3
44.1
2,056
0
0
0
0
0
53
1
0
0
74.1
3,280
0
0
2
0
0
59
0
1
2
44.3
2,320
0
0
0
0
0
69
1
1
0
104.05
5,649
1
2
0
0
1
26
0
0
0
49.15
433
0
2
0
0
0
23
1
0
1
57.2
779
0
2
2
0
0
42
0
0
1
54.55
2,105
0
0
2
0
0
1
0
0
3
50.55
4,230
0
0
0
1
1
6
0
1
2
47.95
2,650
0
0
0
0
1
58
2
0
3
20.8
388
2
1
1
0
0
3
0
1
0
101.55
2,576
1
0
0
0
1
41
2
1
3
19.85
6,063
2
1
1
0
0
58
1
1
0
61.05
3,013
0
2
2
0
0
51
0
1
0
93.8
4,025
1
0
2
1
1
64
0
1
2
111.15
5,478
1
2
0
0
0
19
2
0
3
25.6
4,092
2
1
1
0
0
60
0
1
1
79.05
3,943
0
2
2
0
0
69
2
1
0
114.35
5,853
1
2
2
0
0
3
0
1
2
80.7
2,026
1
0
0
0
0
7
0
0
3
95
5,236
1
0
0
0
1
19
0
1
2
73.2
815
1
0
2
0
1
1
0
1
2
77.15
5,865
1
0
0
0
1
62
2
0
0
23.65
768
2
1
1
0
0
1
0
1
0
49.95
4,148
0
0
0
0
1
1
0
1
2
73.55
5,667
1
0
0
1
1
28
0
1
0
59.55
1,122
0
0
0
0
0
69
2
1
3
92.45
5,191
1
2
0
0
0
30
0
1
3
79.65
2,001
1
0
0
1
1
40
0
1
2
39.3
1,109
0
0
0
1
1
1
0
0
3
19.85
1,491
2
1
1
0
0
45
0
1
1
100.85
4,010
1
0
0
0
1