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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
30
1
0
0
90.4
2,442
1
0
2
0
0
23
0
1
2
74.95
1,211
1
0
0
0
1
52
0
1
2
105.05
4,658
1
0
0
0
1
13
0
1
3
19.85
2,178
2
1
1
0
0
54
2
0
1
63.35
2,950
0
0
0
0
0
1
0
0
2
47.95
3,980
0
0
2
0
0
68
1
1
0
83.65
4,737
1
2
0
0
0
3
0
1
1
64.4
1,553
0
2
2
0
0
1
0
1
2
68.5
5,379
1
0
0
0
1
34
0
0
2
62.65
1,911
0
2
2
0
1
49
2
1
0
66.15
2,779
0
2
0
0
0
23
2
1
3
19.65
3,837
2
1
1
0
0
71
2
0
3
19.8
722
2
1
1
0
0
46
0
1
0
84.8
3,384
1
2
0
0
0
50
1
1
2
108.25
4,512
1
0
2
0
0
1
0
1
3
45.3
3,816
0
0
0
0
1
24
0
1
1
79.85
1,628
1
0
0
0
0
68
2
1
0
114.7
5,934
1
2
2
0
0
31
2
0
1
20.9
5,434
2
1
1
0
0
64
2
0
2
49.85
2,795
0
2
0
0
0
14
0
1
2
87.25
471
1
0
0
0
1
59
0
1
2
51.7
2,602
0
2
0
0
0
72
2
1
1
90.8
5,216
1
0
0
0
0
4
0
1
0
98.1
3,388
1
2
0
0
1
32
1
0
2
84.05
2,411
1
0
0
0
1
48
0
1
1
91.05
3,712
1
0
0
1
0
72
2
1
2
109.65
5,952
1
0
2
0
0
3
0
0
2
89.85
2,128
1
0
2
0
0
72
2
1
0
95.9
5,479
1
0
2
0
0
18
0
0
0
84.3
967
1
0
0
0
0
72
2
1
0
63.1
3,964
0
2
2
1
0
32
0
1
1
85.95
2,277
1
0
0
1
1
13
0
1
2
82
242
1
0
0
1
1
7
0
0
3
29.8
1,638
0
0
2
0
0
6
0
0
1
55.9
3,152
0
0
2
0
1
4
0
0
2
55.2
1,827
0
0
2
0
0
13
0
1
3
20.45
2,193
2
1
1
0
0
64
2
1
1
104.05
5,272
1
2
2
0
0
17
0
0
0
70.5
309
1
0
0
0
0
40
0
1
2
50.85
1,670
0
0
0
0
0
11
0
0
2
50.55
4,676
0
0
2
0
0
5
0
0
3
19.95
133
2
1
1
0
0
23
0
0
2
85.6
1,440
1
0
0
0
0
68
1
0
1
76.75
4,387
0
0
2
0
0
1
0
1
3
79.15
5,963
1
0
0
0
0
72
2
1
0
87.55
5,192
0
2
2
0
0
57
1
1
1
41.1
1,892
0
2
2
0
0
60
2
1
0
116.05
5,466
1
2
2
1
0
6
0
0
1
44.7
2,398
0
0
0
1
0
55
0
1
1
90.4
4,299
1
0
0
0
0
72
2
1
0
110.1
5,888
1
2
2
1
0
70
2
0
3
67.95
3,944
0
2
2
0
0
17
0
1
2
89.4
969
1
0
2
0
1
9
0
0
3
59.9
4,503
0
0
0
0
0
51
2
0
1
60.5
2,713
0
2
2
0
0
67
2
1
0
69.9
3,918
0
2
0
0
0
1
0
0
2
75.8
5,777
1
0
0
0
1
3
0
0
2
25.25
4,784
0
0
0
0
1
6
0
0
1
50.95
2,668
0
2
2
0
0
10
0
1
2
65.5
5,025
0
2
0
0
0
21
0
1
2
86.05
1,373
1
2
0
0
0
13
0
0
2
94.1
393
1
0
0
0
1
51
2
1
0
75.2
3,345
0
2
0
0
0
25
2
1
3
20.75
4,218
2
1
1
0
0
71
2
0
0
19.9
705
2
1
1
0
0
3
0
1
3
74.75
2,016
1
0
0
0
0
1
0
1
2
79.5
5,968
1
0
0
0
1
65
0
1
0
99.1
5,206
1
0
0
1
0
65
1
0
1
72.45
3,940
0
0
2
0
1
64
1
1
0
24.4
1,061
2
1
1
0
0
38
1
0
3
70.6
2,353
0
2
2
0
0
56
1
0
0
109.8
4,988
1
0
2
0
0
72
2
1
3
19.75
1,017
2
1
1
0
0
9
0
1
1
69.4
4,713
0
2
0
0
0
38
2
0
3
20.3
5,740
2
1
1
0
0
44
0
1
0
54.9
2,202
0
2
0
0
0
71
2
0
1
80.4
4,725
0
2
2
0
0
57
0
1
2
99.65
4,555
1
0
2
0
0
43
0
1
0
49.05
1,701
0
0
0
0
1
17
1
0
1
20.05
2,925
2
1
1
0
0
7
0
1
2
86.8
5,044
1
0
0
0
1
2
0
1
2
79.75
1,113
1
0
0
0
1
50
2
0
0
24.9
363
2
1
1
0
0
72
2
1
1
82.65
4,855
0
0
2
0
0
13
2
0
1
88.95
304
0
2
2
0
0
19
0
0
3
69.6
719
0
0
0
0
0
30
2
0
3
21.25
5,578
2
1
1
0
0
58
1
1
2
106.45
5,016
1
0
2
0
1
7
1
0
3
20.65
902
2
1
1
0
0
55
2
0
3
20.5
330
2
1
1
0
0
15
1
1
3
19.5
2,028
2
1
1
0
0
68
2
1
1
88.85
5,007
0
2
2
0
0
54
0
1
2
100.1
4,523
1
2
0
0
1
25
0
1
2
48.25
536
0
0
0
0
0
1
0
0
2
84.3
6,172
1
0
0
0
1
72
2
0
0
20.7
886
2
1
1
0
0
63
2
1
0
71.9
3,799
0
2
2
0
0
42
1
0
3
20.25
6,224
2
1
1
0
0
37
0
0
2
36.65
577
0
0
0
1
0
4
0
0
3
20.35
5,866
2
1
1
0
1