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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
27
0
1
0
104.3
2,473
1
2
2
1
1
46
2
1
0
60.75
2,496
0
2
2
0
0
18
0
0
3
19.65
3,349
2
1
1
0
0
52
2
0
3
19.85
139
2
1
1
0
0
43
0
0
2
56.15
2,146
0
0
0
0
1
3
0
0
3
19.95
4,780
2
1
1
0
0
4
0
1
1
44.8
1,284
0
0
0
0
0
6
0
1
1
83.55
4,037
1
0
0
0
1
35
0
1
2
100.8
2,977
1
0
0
1
0
68
2
0
1
60.3
3,498
0
2
0
0
0
5
0
1
2
96.25
4,310
1
0
0
0
1
3
0
0
2
44.6
405
0
0
0
0
0
4
0
0
2
72.75
2,754
1
0
0
1
0
4
2
1
1
25.3
301
2
1
1
0
0
2
0
0
0
79.7
1,125
1
0
0
0
1
40
0
1
1
110.1
3,792
1
2
2
0
0
10
0
1
1
95.1
6,252
1
2
0
0
0
24
0
1
2
80.5
1,715
1
0
0
1
0
72
2
1
0
107.4
5,889
1
2
2
1
0
24
0
1
1
99.3
2,079
1
0
0
0
1
72
2
0
0
86.6
5,128
0
2
0
0
0
1
0
1
2
52.2
4,355
0
2
0
0
1
18
0
1
2
88.35
1,111
1
2
0
0
1
4
0
1
2
40.05
1,086
0
2
0
0
0
36
0
1
2
90.85
2,770
1
0
2
1
1
11
0
0
2
75.25
6,291
1
0
0
0
0
1
0
1
2
69.55
5,447
1
0
0
0
1
42
0
0
2
79.9
2,878
1
0
0
0
0
16
0
1
1
85.35
677
1
0
0
1
1
50
1
0
1
114.35
4,775
1
2
2
0
0
1
0
0
2
24.6
2,041
0
0
0
0
1
38
2
1
3
19.95
5,808
2
1
1
0
0
24
0
1
2
79.85
1,423
1
0
2
1
0
31
0
0
0
59.7
1,379
0
0
0
0
0
8
0
0
0
19.45
1,043
2
1
1
0
0
43
1
1
2
107.55
3,860
1
2
0
1
1
57
2
1
1
70.35
3,518
0
2
2
0
0
13
2
0
3
20.85
2,362
2
1
1
0
0
40
1
1
1
89.6
3,023
1
2
0
0
0
23
1
0
3
19.65
3,704
2
1
1
0
0
72
2
1
1
83.6
4,883
0
0
2
0
0
55
1
1
1
84.25
3,897
1
0
2
0
0
48
0
1
0
111.45
4,445
1
0
2
0
0
1
0
1
2
74.95
5,725
1
0
0
0
1
36
0
1
0
97.35
2,991
1
0
0
0
1
11
0
1
2
69.35
5,586
0
0
0
0
0
1
0
1
2
84.6
6,175
1
0
0
0
0
53
0
1
1
98.4
4,327
1
0
0
0
1
70
1
1
0
51.05
3,141
0
2
0
0
0
12
1
0
2
95.7
344
1
0
0
0
0
22
0
1
1
94.7
1,517
1
0
0
0
1
55
2
1
1
69.05
3,288
1
0
0
0
0
28
0
0
0
64.45
1,438
0
2
0
1
0
58
2
1
3
19.85
297
2
1
1
0
0
19
1
1
1
19.7
3,302
2
1
1
0
0
19
0
1
2
95.15
1,322
1
0
2
0
1
31
0
1
0
72.45
1,770
0
2
2
0
0
13
0
0
2
89.4
259
1
2
0
0
1
1
0
1
3
20.2
1,610
2
1
1
0
1
1
0
1
3
70.65
5,514
1
0
0
0
1
18
0
1
2
73.55
651
1
0
0
1
0
13
1
1
3
19.95
2,225
2
1
1
0
0
2
1
0
3
20.3
2,699
2
1
1
0
0
70
2
0
1
64.95
3,850
0
2
2
0
0
44
2
1
1
19.35
6,197
2
1
1
1
0
4
0
0
3
20.85
5,043
2
1
1
0
0
65
2
0
0
76.15
4,179
0
2
2
0
0
71
1
1
1
99.65
5,617
1
2
2
1
0
64
1
1
0
53.85
2,941
0
0
0
0
0
28
0
1
3
92.35
2,252
1
0
2
0
1
16
0
1
2
96.4
1,033
1
0
0
1
1
70
2
1
0
114.2
5,882
1
2
2
0
1
39
0
1
0
81.5
2,703
1
2
0
0
0
19
0
1
0
45
6,256
0
0
0
0
0
60
0
1
0
104.95
5,059
1
2
2
0
0
51
1
1
1
90.35
3,916
1
0
0
0
0
56
1
0
2
110.5
5,009
1
0
2
1
0
66
0
1
1
105
5,596
1
0
0
0
1
58
2
1
1
55.5
2,749
0
2
0
0
0
69
1
0
0
59.1
3,527
0
2
0
0
0
27
0
1
3
56.15
807
0
2
0
0
0
1
0
1
2
48.6
4,052
0
0
0
0
0
6
0
0
3
20
173
2
1
1
0
0
7
0
0
0
25.05
1,470
0
0
0
0
0
8
0
1
2
69.7
4,638
1
0
0
1
1
15
0
1
3
69.5
141
0
2
0
0
0
9
0
0
3
20.4
1,362
2
1
1
0
0
12
0
1
2
67.25
6,147
0
2
2
0
0
25
0
1
3
71.05
1,391
0
2
2
0
0
28
0
1
2
81.05
1,859
1
0
0
0
1
49
2
0
1
100.65
4,168
1
2
0
0
0
57
0
1
2
44.85
2,230
0
0
0
1
1
11
1
1
3
20.55
1,399
2
1
1
0
0
37
0
1
2
95.25
2,879
1
0
0
0
0
40
0
1
2
101.3
3,505
1
0
0
0
1
54
2
0
1
45.2
2,114
0
2
2
0
0
12
0
1
1
85.05
6,529
1
0
0
0
0
4
0
1
3
55.3
2,018
0
0
0
0
0
66
1
1
0
103.15
5,535
1
0
2
0
0
70
2
0
0
59.5
3,538
0
2
2
0
0