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tenure
int64
Contract
int64
PaperlessBilling
int64
PaymentMethod
int64
MonthlyCharges
float64
TotalCharges
int64
InternetService
int64
TechSupport
int64
OnlineSecurity
int64
SeniorCitizen
int64
Churn
int64
60
0
1
2
95.75
4,741
1
0
0
0
1
1
0
0
3
50.6
4,231
0
0
2
0
1
1
0
1
3
70.6
5,513
1
0
0
1
0
1
0
0
3
19.9
1,492
2
1
1
0
1
8
1
1
3
43.45
2,985
0
0
0
0
0
5
0
1
2
89.8
4,251
1
0
0
1
1
1
0
1
2
69.15
5,441
1
0
0
0
1
58
2
0
1
20.5
357
2
1
1
0
0
72
2
1
1
108.95
5,945
1
2
2
0
0
23
2
0
3
25.1
4,990
2
1
1
0
0
5
0
0
0
96.5
4,173
1
0
0
0
1
70
2
1
1
39.15
2,342
0
2
2
0
0
12
0
1
2
84.5
6,359
1
0
0
0
1
7
0
1
3
69.9
4,204
1
0
0
0
0
1
0
1
2
45.65
3,821
0
0
0
0
1
44
1
1
2
54.3
1,952
0
2
0
0
0
46
2
0
3
81
3,290
0
2
2
0
0
20
0
1
1
19.6
3,082
2
1
1
0
0
32
0
1
3
93.95
2,469
1
0
0
1
0
1
0
0
3
20.3
1,612
2
1
1
0
0
67
2
1
3
85.25
4,716
0
2
2
0
0
29
0
0
2
98.65
2,471
1
2
0
1
1
72
1
1
0
23.3
1,094
2
1
1
0
0
12
0
1
2
101.35
401
1
0
0
1
1
27
0
0
0
71.6
1,559
0
2
0
0
0
56
2
0
3
115.85
5,245
1
2
2
0
0
62
1
1
2
100.15
5,167
1
0
0
0
1
11
0
0
3
34.7
3,278
0
0
0
0
0
30
0
1
2
74.75
1,742
0
0
2
1
0
40
2
0
1
19.65
6,134
2
1
1
0
0
38
0
1
2
24.85
6,457
0
0
0
1
0
28
0
1
3
29.75
5,978
0
0
0
0
0
1
0
0
2
94.4
6,420
1
0
0
0
1
12
0
1
0
45
4,392
0
0
0
0
0
24
1
0
2
78.4
1,385
0
0
2
0
0
72
2
1
1
25.1
1,324
2
1
1
1
0
3
0
1
3
82.3
1,759
1
2
2
0
0
72
2
1
2
115.5
6,186
1
2
2
0
0
4
0
0
3
25.25
23
2
1
1
0
0
3
0
0
2
76.1
2,227
1
0
0
0
0
1
0
1
2
49.55
4,141
0
0
2
1
1
43
0
1
2
77.85
2,921
1
0
0
0
1
10
0
0
0
40.7
3,805
0
0
2
0
0
2
0
1
2
44.3
6,299
0
0
0
1
0
15
1
0
3
18.8
2,545
2
1
1
0
0
3
0
1
0
74.6
2,025
1
0
0
1
0
65
2
0
1
59.95
3,357
0
2
2
0
0
27
1
0
0
20.1
4,654
2
1
1
0
0
1
0
1
2
74.4
5,719
1
0
0
1
1
35
1
0
0
20.6
5,791
2
1
1
0
0
2
0
1
0
46.6
6,268
0
0
0
0
0
60
2
1
2
99.65
4,873
1
0
0
0
0
49
1
0
1
19.45
6,373
2
1
1
0
0
3
0
1
3
35.45
118
0
0
2
0
1
24
1
0
3
19.9
4,455
2
1
1
0
0
62
2
1
1
89.1
4,502
1
0
0
0
0
25
0
1
2
89.1
2,002
1
0
0
0
1
10
0
1
2
88.85
6,389
1
0
0
0
0
67
2
1
0
54.2
3,284
0
0
2
0
0
7
0
1
2
84.8
4,536
1
0
0
1
1
24
0
0
0
81
1,522
0
2
2
0
0
72
2
1
0
116.05
6,181
1
2
2
1
0
53
2
1
0
73.9
3,383
0
2
0
0
0
2
0
1
3
86.85
1,006
1
0
0
1
1
5
0
0
2
75.55
3,523
1
0
0
0
1
52
1
0
3
35.45
1,561
0
0
2
0
0
72
2
1
2
74.35
4,390
0
2
2
0
0
70
2
1
0
79.25
4,736
0
2
2
0
0
9
1
1
3
20.15
1,104
2
1
1
0
0
2
0
0
3
19.5
2,346
2
1
1
0
0
28
1
1
2
59.9
1,139
0
2
2
0
0
72
2
0
0
85.95
5,019
0
2
0
0
0
42
0
1
0
40.15
1,098
0
0
2
0
0
11
0
1
2
102
276
1
0
0
0
1
61
1
1
0
49.7
2,557
0
0
2
0
0
63
2
0
3
75.7
3,958
0
2
2
0
0
1
0
1
3
45.85
3,825
0
0
0
0
1
23
1
1
1
48.35
129
0
0
0
0
1
61
2
0
1
20.25
511
2
1
1
0
0
7
1
0
3
19.5
513
2
1
1
0
0
14
1
0
0
20.4
2,389
2
1
1
0
0
23
0
1
0
88.45
1,753
1
0
0
1
0
9
0
0
0
91.75
6,255
1
0
2
0
1
11
0
1
2
99.55
256
1
0
0
1
1
48
1
0
2
75.15
3,239
1
0
0
0
0
63
2
1
0
19.95
430
2
1
1
0
0
6
0
1
3
99.95
4,542
1
2
0
0
1
5
0
1
1
50.95
1,929
0
0
0
0
0
70
2
1
1
88
4,903
1
2
2
0
0
8
0
1
2
66.25
4,534
0
0
0
0
0
46
1
0
3
24.95
310
2
1
1
0
0
6
0
0
3
19.55
513
2
1
1
0
0
68
2
1
1
84.4
4,746
1
0
0
0
0
31
0
1
2
20.65
5,530
2
1
1
0
0
23
1
0
3
20.05
3,545
2
1
1
0
0
6
0
0
2
83.9
4,205
1
0
0
0
1
1
0
1
2
50.75
4,234
0
0
0
0
1
2
0
1
2
79.45
834
1
0
0
0
0
43
0
1
2
94.3
3,378
1
2
0
1
0
46
2
0
1
19.75
6,230
2
1
1
0
0