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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
50
2
1
3
100.2
4,269
1
2
0
0
0
8
0
1
2
60
4,113
0
0
2
0
0
10
0
0
3
29.75
2,609
0
0
2
0
0
37
2
1
0
24.1
6,244
2
1
1
0
0
49
0
0
0
61.75
2,629
0
2
2
0
0
17
0
1
1
35.65
5,189
0
0
0
0
0
12
2
0
3
19.7
2,234
2
1
1
0
0
23
0
1
2
99.85
1,967
1
2
2
0
1
71
2
0
3
58.65
3,540
0
2
2
0
0
71
2
0
1
77.55
4,617
0
0
2
0
0
24
0
1
2
89.25
1,846
1
2
2
0
0
45
1
0
1
78.75
3,119
0
0
0
0
0
42
1
0
1
63.7
2,401
0
2
2
0
0
18
0
1
2
96.05
1,256
1
0
2
0
1
26
2
1
1
73.5
1,505
0
0
0
0
0
9
0
0
2
55.35
3,806
0
0
0
0
1
2
0
0
2
44.45
6,101
0
0
0
0
0
5
0
0
3
44.8
1,825
0
0
0
0
0
6
0
1
2
84.2
4,348
1
0
0
1
1
52
0
1
2
110.75
4,807
1
2
0
1
0
57
2
1
0
74.35
3,673
0
0
2
0
0
29
1
1
0
75.35
1,878
0
2
0
0
0
67
2
1
3
24.9
1,174
2
1
1
0
0
42
0
1
2
105.2
3,752
1
0
2
0
1
12
1
0
3
19.3
1,920
2
1
1
0
0
7
0
1
2
34.5
2,415
0
2
2
0
1
12
0
0
3
20.4
2,312
2
1
1
0
0
13
0
1
0
48.75
5,114
0
0
0
0
1
31
0
1
2
71.05
1,780
0
2
0
0
0
9
0
1
2
29.95
2,129
0
0
0
0
1
63
1
0
3
20.5
596
2
1
1
0
0
45
1
1
0
98.7
3,852
1
2
0
1
0
12
1
1
2
79.2
6,430
0
2
2
1
0
41
0
1
2
80.25
2,978
1
0
0
0
0
5
0
0
3
21.05
252
2
1
1
0
1
71
2
0
1
46.35
2,911
0
2
2
1
0
72
2
1
2
78.95
4,732
0
2
0
0
0
9
0
1
1
69.05
5,226
0
0
0
0
0
51
1
1
2
90.15
3,882
1
0
0
0
0
35
1
0
3
40.9
693
0
2
0
0
0
56
1
1
2
100.55
4,580
1
0
2
0
0
18
0
1
2
74.7
537
1
0
0
1
0
44
0
1
2
111.5
4,165
1
0
2
0
0
48
0
1
1
29.5
777
0
2
0
0
0
11
1
0
1
64.9
5,483
0
2
0
0
0
71
2
1
0
106
5,881
1
0
0
0
1
35
1
1
0
81.6
2,440
1
0
0
1
0
24
0
0
3
34.25
6,124
0
2
0
1
0
60
2
0
2
104.7
5,120
1
0
0
0
0
6
0
1
1
30.5
1,708
0
0
0
0
1
15
0
1
2
20
2,488
2
1
1
0
1
21
0
1
2
104.35
1,907
1
0
0
1
0
33
1
0
3
20.6
5,456
2
1
1
0
0
1
0
0
3
20.9
1,624
2
1
1
0
0
58
2
0
1
19.55
155
2
1
1
0
0
10
1
0
3
64.9
5,410
0
2
0
0
0
33
0
0
0
24.25
6,166
2
1
1
0
0
1
0
0
2
25.25
2,152
0
0
0
1
1
1
0
0
3
45.95
3,826
0
0
0
0
1
42
1
0
2
73.15
2,678
0
2
0
0
0
1
0
1
0
20.15
1,609
2
1
1
0
0
38
1
0
3
20.1
5,670
2
1
1
0
0
5
0
1
3
50.6
2,136
0
0
0
0
1
65
1
1
1
110
5,598
1
2
2
0
0
43
0
1
1
33.45
907
0
0
2
1
0
72
2
1
0
84.9
4,956
0
2
2
0
0
60
1
1
2
94.4
4,646
1
0
0
0
1
55
1
1
3
100.9
4,605
1
0
2
0
0
70
2
1
1
113.05
5,944
1
2
2
0
0
6
0
1
3
73.85
3,423
1
0
0
0
0
13
1
1
1
104.15
544
1
0
0
0
0
8
2
0
3
20.15
1,130
2
1
1
0
0
45
2
0
0
99.7
3,931
1
0
0
0
0
54
1
0
2
110.35
4,833
1
2
0
0
1
33
0
1
2
83.35
2,396
1
0
0
0
1
21
1
1
0
75.9
985
0
0
2
0
0
55
1
1
2
100
4,574
1
0
0
1
1
1
0
0
3
75.3
5,769
1
0
2
0
1
44
0
0
1
68.85
2,552
1
0
0
0
0
72
2
1
0
87.1
5,058
0
2
2
0
0
13
0
0
0
61.8
5,779
0
2
0
0
0
36
0
1
1
104.5
3,174
1
0
2
0
0
71
2
0
0
25.55
1,473
2
1
1
0
0
9
0
1
2
100.5
6,362
1
0
0
1
1
46
0
0
0
55
2,124
0
0
2
0
0
61
1
1
1
104.4
5,162
1
0
0
1
1
72
2
0
1
77.35
4,484
0
2
0
1
0
11
0
1
2
74.95
6,114
1
0
0
0
1
2
0
1
2
69.7
639
1
0
0
0
0
2
0
0
3
19.35
3,907
2
1
1
0
0
4
0
1
2
79
2,634
1
0
0
0
1
3
0
1
2
49.15
1,186
0
0
0
0
1
3
0
1
1
34.8
253
0
0
0
0
0
43
1
1
0
64.85
2,512
0
2
0
0
0
61
2
0
1
19.75
571
2
1
1
0
0
49
0
1
1
90.85
3,841
1
0
0
1
1
34
1
0
2
64.35
1,682
0
0
2
0
0
1
0
1
2
50.15
4,226
0
0
0
0
0
1
0
0
3
45.95
3,826
0
0
0
0
1
61
2
0
1
86.45
4,342
0
2
2
0
0