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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
45
0
1
2
86.1
3,303
1
0
0
1
0
1
0
1
2
50.5
4,229
0
0
0
0
1
8
0
1
3
43.35
3,198
0
0
0
1
0
22
0
1
2
90
1,604
1
2
0
0
1
66
1
0
0
115.8
5,992
1
2
2
0
0
8
0
1
2
74.5
4,976
1
0
2
0
1
72
1
1
0
106.1
5,933
1
0
2
0
0
47
2
0
0
63.8
2,603
0
2
0
0
0
4
0
1
0
72.2
2,651
1
0
0
0
1
29
0
1
2
78.9
2,021
1
0
0
0
1
72
2
1
0
116.45
6,029
1
2
2
0
0
16
0
1
2
84.95
682
1
0
0
0
1
2
0
1
2
79.95
1,251
1
0
0
0
0
1
0
0
3
19.5
1,484
2
1
1
0
1
68
2
0
0
70.95
4,011
0
0
2
0
0
33
1
1
0
24.9
6,199
2
1
1
1
0
61
0
1
3
19.4
340
2
1
1
0
1
23
0
1
2
79.15
1,162
1
0
0
0
1
19
1
1
0
48.95
6,456
0
0
2
0
0
13
2
0
3
40.55
4,847
0
2
2
0
0
21
0
1
2
86.5
1,355
1
0
0
0
1
62
1
1
2
104.85
5,105
1
0
2
1
0
29
0
0
2
25.15
5,529
2
1
1
0
0
70
2
0
1
105.35
5,784
1
0
2
1
0
38
0
1
1
101.15
3,381
1
0
0
0
0
31
0
1
2
73.9
1,853
1
0
0
1
1
1
0
0
2
69.95
5,455
1
0
0
0
1
1
0
0
3
43.95
3,661
0
0
0
0
1
71
1
1
2
66.2
3,974
0
0
2
0
0
4
2
0
1
19.55
5,382
2
1
1
0
0
2
0
0
2
80.75
1,046
1
0
0
0
1
4
0
1
3
64.4
2,182
0
2
0
0
0
69
2
0
0
99.15
5,423
1
0
2
0
0
64
1
0
2
81.25
4,615
0
2
2
0
0
60
1
0
3
79
4,057
0
2
2
0
0
1
0
1
2
69.95
5,455
1
0
0
1
1
63
0
0
2
105.4
5,325
1
2
0
0
0
35
2
0
3
19.25
5,357
2
1
1
0
0
17
0
1
2
76.45
427
1
0
0
1
1
63
2
0
0
97.45
5,069
1
0
0
0
0
19
0
0
0
66.4
521
0
0
2
1
0
21
0
1
2
111.2
1,952
1
2
0
0
1
57
0
1
1
95.3
4,614
1
2
0
1
0
8
0
1
0
49.55
3,362
0
0
0
0
0
6
0
0
3
20.65
175
2
1
1
0
0
66
2
1
0
61.35
3,586
0
2
2
0
0
63
2
0
1
75.55
3,986
0
2
2
0
0
28
1
0
0
92.2
2,223
1
0
0
0
0
23
0
1
0
75
1,304
1
0
2
0
0
29
0
0
3
19.85
4,728
2
1
1
0
0
18
0
1
1
80.55
754
1
0
0
1
0
53
0
1
0
46.3
2,199
0
0
2
0
0
10
1
0
2
70.3
5,351
0
0
2
0
0
39
2
1
0
49.8
1,575
0
2
0
0
0
17
0
1
0
75.4
587
0
0
0
0
0
37
1
0
1
91.2
2,826
1
0
0
0
0
33
2
0
3
20.1
5,318
2
1
1
0
0
19
1
1
0
89.35
1,182
1
2
0
0
0
7
0
0
2
61.4
3,722
0
0
2
0
0
9
0
1
3
72.9
5,211
0
2
0
0
1
59
2
1
1
64.05
3,325
0
2
2
1
0
55
1
1
0
103.7
4,679
1
2
0
0
0
4
0
1
0
94.4
3,307
1
2
2
0
1
57
2
0
3
20.75
235
2
1
1
0
0
68
2
0
0
114.9
5,931
1
2
2
0
0
64
2
1
3
74.35
4,029
0
2
2
0
0
72
1
1
1
103.2
5,698
1
0
0
0
0
8
0
1
2
84
5,003
1
0
0
1
1
72
2
0
1
115.8
6,151
1
2
2
0
0
1
0
1
3
45.8
3,824
0
0
0
0
0
69
2
1
1
95.2
5,300
1
2
0
0
0
56
2
0
0
80.3
3,840
1
0
2
0
0
9
0
0
3
64.95
4,543
0
2
2
0
0
1
0
1
2
69.9
5,454
1
0
0
0
1
59
1
1
2
80.1
3,976
0
2
0
0
0
12
0
1
1
79.55
6,462
1
2
0
0
0
4
0
1
0
84.8
3,201
1
0
0
0
1
3
0
1
2
70.3
1,990
1
0
0
1
1
1
0
1
3
50.75
4,234
0
0
2
0
0
29
0
1
1
98.8
2,434
1
2
0
0
0
71
2
1
1
84.4
4,889
0
2
2
0
0
23
1
1
3
57.75
516
0
2
2
0
0
6
0
0
3
26.35
1,394
2
1
1
0
0
37
0
0
2
19.35
5,396
2
1
1
0
0
24
1
0
0
74.4
1,214
0
2
2
0
0
49
0
1
3
100.85
4,088
1
0
2
0
0
11
0
1
1
96.2
409
1
2
2
0
1
44
2
0
0
100.1
3,715
1
2
0
0
0
11
1
0
2
25.2
2,101
2
1
1
0
0
43
0
0
1
29.3
413
0
0
0
0
0
1
0
0
2
50.55
4,230
0
0
0
0
1
23
2
0
3
23.85
5,066
2
1
1
0
0
25
0
1
1
69.5
1,275
0
2
2
1
0
14
0
1
2
75.1
31
1
0
0
1
0
10
0
1
0
80.05
6,135
1
0
0
0
1
27
1
1
1
80.65
1,841
1
0
2
0
0
3
0
1
0
105.35
2,808
1
0
0
0
1
10
2
0
0
25.7
2,166
2
1
1
0
0
5
0
0
1
45.4
1,761
0
2
0
1
0
48
2
0
0
26.3
448
2
1
1
0
0