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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
58
1
1
2
45.35
2,194
0
0
2
0
0
15
0
1
2
49.1
5,371
0
0
0
0
1
72
2
1
0
84.05
4,949
1
0
2
0
0
43
0
0
1
55.55
1,977
0
0
0
1
1
25
0
1
2
98.5
2,175
1
0
0
1
1
2
0
0
3
20.35
3,493
2
1
1
0
0
5
0
1
1
44.05
1,650
0
0
0
0
0
15
0
1
0
59.65
6,259
0
2
0
0
0
11
2
0
3
19.65
1,887
2
1
1
0
0
37
0
0
3
26.45
6,349
2
1
1
0
0
11
0
1
2
100.75
247
1
0
0
0
1
17
0
0
3
74.55
395
0
0
2
0
0
62
1
1
1
97.95
4,871
1
0
0
1
0
27
0
0
3
49
532
0
0
0
0
0
25
1
1
0
20.2
4,289
2
1
1
0
0
50
2
0
2
19.8
30
2
1
1
0
0
69
0
1
1
99.45
5,523
1
0
0
0
1
28
1
0
3
25.55
5,329
2
1
1
0
0
35
2
0
0
20.5
5,818
2
1
1
0
0
29
1
0
3
19.1
4,421
2
1
1
0
0
65
1
1
0
103.15
5,374
1
0
0
1
0
35
1
0
2
19.9
5,292
2
1
1
0
0
51
2
0
1
19.55
168
2
1
1
0
0
4
0
0
3
45.65
1,508
0
0
0
0
1
65
2
1
0
84.2
4,450
0
2
0
0
0
23
1
1
1
99.95
1,935
1
0
2
0
0
38
0
1
3
80.45
2,747
1
0
2
1
0
43
0
1
2
84.85
3,148
1
0
0
1
0
12
2
0
1
25.25
2,382
2
1
1
0
0
65
1
1
0
100.15
5,288
1
2
2
0
0
14
0
1
2
95.8
632
1
0
0
1
0
20
0
1
2
85.25
1,244
1
0
0
0
1
56
2
1
1
61.3
2,903
0
0
2
0
0
42
0
1
1
25.1
194
0
0
0
0
0
11
0
0
2
72.9
6,091
1
0
0
0
0
2
0
1
2
82
1,398
1
0
0
0
1
3
0
0
3
19.65
4,913
2
1
1
0
0
1
0
1
2
69.35
5,444
1
0
0
0
1
11
2
0
1
19.55
1,861
2
1
1
0
0
3
0
1
3
65.25
1,719
0
2
0
0
0
1
0
0
3
19.55
1,485
2
1
1
0
0
68
2
1
0
19.95
557
2
1
1
0
0
53
1
0
1
20.2
131
2
1
1
0
0
60
1
1
0
101.4
5,034
1
0
2
1
0
66
1
1
0
88.9
4,917
1
0
0
0
0
28
1
0
3
59
1,137
0
0
2
0
0
5
0
0
2
70.05
2,621
1
0
0
1
0
24
0
0
0
39.1
6,488
0
0
2
1
1
45
1
1
1
54.15
1,953
0
2
0
0
1
6
0
1
3
94.05
4,344
1
0
0
0
0
64
1
0
1
80.3
4,249
1
0
2
1
0
58
0
1
2
92.85
4,437
1
0
0
0
0
5
0
1
1
83.15
3,787
1
0
0
1
1
31
0
1
1
59.05
1,457
0
0
0
0
0
35
0
1
2
100.25
3,057
1
0
0
0
1
5
0
0
3
20.2
6,133
2
1
1
0
0
16
0
1
1
69.95
376
1
0
0
0
0
72
1
1
1
105.75
5,841
1
0
0
1
0
60
1
0
0
94.15
4,791
1
0
2
0
0
67
2
0
3
26.3
1,184
2
1
1
0
0
72
2
1
0
90.35
5,243
1
2
2
0
0
50
1
1
0
19.85
6,429
2
1
1
0
0
10
0
1
2
24
1,896
2
1
1
0
0
4
0
1
2
97.95
3,287
1
0
0
0
1
4
0
1
2
74.9
2,793
1
0
0
1
1
23
0
0
2
86.8
1,580
1
0
0
1
0
6
0
1
2
79.7
4,206
1
0
0
1
0
12
0
0
0
74.75
6,118
0
0
0
0
0
10
0
1
3
20.55
2,179
2
1
1
0
0
12
0
1
2
84.6
6,464
1
0
2
0
0
22
1
1
0
67.5
980
0
2
2
0
1
47
0
0
1
75.45
3,071
1
0
2
0
0
24
0
1
2
98.75
2,053
1
0
0
0
1
34
1
1
3
64.4
1,716
0
2
2
0
1
9
0
1
3
21.25
1,672
2
1
1
1
0
28
0
1
0
74.9
1,692
1
0
2
0
1
69
2
1
1
64.15
3,625
0
2
2
0
0
39
0
1
1
50.65
1,504
0
0
0
0
0
27
1
1
0
110.5
2,467
1
0
2
1
0
2
1
0
0
20.5
3,256
2
1
1
0
0
1
0
1
3
19.4
1,482
2
1
1
0
0
65
1
0
2
89.75
4,761
1
0
2
0
1
28
1
0
3
54.3
982
0
2
2
0
0
12
0
1
2
84.45
114
1
0
0
0
1
1
0
1
3
70.45
5,510
1
0
0
1
1
27
0
1
2
79.5
1,795
1
2
0
0
1
66
2
1
1
25.3
1,159
2
1
1
0
0
72
2
0
0
59.75
3,636
0
0
2
0
0
58
1
1
0
89.85
4,316
1
2
2
1
0
7
0
1
2
99.8
5,337
1
0
0
0
1
17
0
0
2
94.4
1,064
1
0
2
0
1
70
2
0
0
24.7
1,180
2
1
1
0
0
1
0
0
3
45.6
3,820
0
0
0
0
0
64
1
0
3
24.7
1,119
2
1
1
0
0
55
0
1
1
77.75
3,637
1
0
0
0
0
51
1
1
0
79.6
3,398
1
0
0
1
0
5
0
1
2
85.2
4,008
1
0
0
0
1
43
2
0
1
115.05
4,134
1
2
2
0
0
53
0
1
2
101.9
4,601
1
0
0
1
1
63
2
0
3
19.7
508
2
1
1
0
0