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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
1
0
1
2
74.9
5,724
1
0
0
0
1
58
1
1
0
103.25
4,925
1
0
0
0
1
47
0
1
1
86.05
3,306
1
0
0
1
0
4
0
1
2
78.85
2,524
1
0
0
1
1
57
1
1
3
59.3
2,850
0
2
2
0
0
15
0
1
1
94
917
1
0
0
0
0
24
0
1
2
89.55
1,893
1
2
0
0
0
20
1
1
1
19.35
3,684
2
1
1
0
0
61
1
1
3
98.3
4,957
1
2
0
1
0
16
0
1
2
49.95
6,061
0
2
0
0
1
72
2
1
1
97.7
5,419
1
0
0
0
0
14
2
0
3
39.7
5,463
0
2
2
1
0
2
0
0
0
46.05
6,019
0
0
0
0
1
64
0
1
2
91.8
4,884
1
0
2
0
0
30
1
0
1
19.8
4,753
2
1
1
0
0
64
1
0
0
89.45
4,700
1
0
2
0
0
61
2
1
1
111.6
5,424
1
2
2
0
1
50
1
1
1
84.15
3,560
0
2
0
0
0
47
1
0
1
94.9
3,917
1
0
2
0
0
51
1
0
1
59.9
2,643
0
2
2
0
0
37
0
0
0
91.2
2,935
1
0
2
0
0
64
1
0
0
97
5,175
1
0
2
1
0
60
0
1
0
60.2
3,105
0
2
0
0
0
1
0
0
3
20.05
1,607
2
1
1
0
0
14
2
0
3
81.95
339
0
2
0
0
0
1
0
0
2
76
5,820
1
0
0
0
1
17
0
0
2
88.25
851
1
0
0
0
1
63
1
0
1
104.5
5,262
1
2
2
0
0
72
2
1
0
26.25
1,593
2
1
1
0
0
29
1
0
1
100.55
2,446
1
2
0
0
0
18
1
1
3
61.5
170
0
2
2
0
0
38
1
1
1
70.15
2,144
0
2
0
1
1
26
1
0
1
19.3
4,271
2
1
1
1
0
70
1
1
2
104.8
5,673
1
0
0
1
0
7
0
1
2
79.3
4,382
1
0
0
0
1
22
1
0
0
20.85
3,828
2
1
1
0
0
25
1
1
1
54.75
486
0
2
0
0
0
33
1
1
2
39.1
566
0
0
0
0
0
27
0
1
2
95.55
2,169
1
0
0
1
1
15
0
1
0
74.9
204
1
0
0
0
1
41
1
1
3
24.85
6,471
2
1
1
0
0
38
1
0
0
95
3,122
1
2
0
0
0
44
0
1
2
89.2
3,456
1
0
0
1
0
66
2
1
3
19.75
626
2
1
1
0
0
19
2
0
1
20.85
3,950
2
1
1
0
0
17
0
0
1
90.2
840
1
0
2
0
1
7
0
1
2
74.9
4,149
1
0
0
0
0
21
1
0
0
71.7
895
0
0
0
1
0
61
2
1
2
94.1
4,667
1
2
0
0
1
4
0
0
2
50.7
1,760
0
0
0
0
0
58
1
1
1
75.2
3,663
0
2
0
0
0
21
1
1
2
55.95
296
0
0
2
0
1
60
2
0
3
19.95
351
2
1
1
0
0
43
2
1
1
25.7
348
2
1
1
0
0
36
0
1
1
85.25
2,725
1
0
0
1
1
57
0
1
2
55
2,691
0
0
0
1
0
24
0
0
2
54.95
635
0
2
2
0
0
68
2
1
0
105.25
5,613
1
0
2
0
0
72
0
1
2
94.65
5,346
1
0
0
0
0
9
1
0
3
39.55
3,212
0
0
2
0
0
66
2
1
1
79.5
4,351
0
2
0
0
0
8
0
1
2
73.5
5,108
1
0
0
0
0
50
1
0
3
103.05
4,331
1
2
0
0
0
10
0
1
3
75.75
5,898
1
0
0
0
0
54
0
0
2
30.4
1,092
0
0
0
0
0
1
0
1
2
79.65
5,971
1
0
0
0
1
71
2
1
1
108.55
5,834
1
2
2
0
0
4
0
0
2
101.15
3,297
1
0
0
0
1
33
0
1
0
54.65
1,150
0
0
0
0
0
10
0
1
2
86.65
6,231
1
0
0
1
1
72
2
1
2
49.2
3,102
0
0
2
0
0
1
0
1
3
20.85
1,623
2
1
1
1
1
67
2
1
0
25.6
1,329
2
1
1
0
0
22
0
1
1
80
1,204
1
0
0
0
0
62
1
1
2
96.75
4,997
1
0
0
0
1
21
0
1
2
41.9
6,180
0
0
2
1
1
68
2
0
1
111.75
5,782
1
2
2
0
0
7
0
1
0
98.05
5,590
1
0
0
0
1
58
0
1
0
79.8
3,853
1
0
2
0
0
23
0
1
2
83.75
1,411
1
0
0
0
0
71
2
0
0
23.95
1,278
2
1
1
1
0
41
1
1
0
86.2
2,895
1
2
0
0
0
0
2
0
1
56.05
0
0
2
2
0
0
61
2
1
3
62.15
3,245
0
2
2
0
0
46
2
0
3
99.65
3,929
1
2
2
0
0
6
0
0
3
20.7
230
2
1
1
0
0
7
0
1
2
94.25
5,309
1
0
0
0
1
21
0
1
2
73.7
999
1
0
0
0
0
13
0
1
2
95.05
530
1
0
0
1
1
22
0
0
2
83.3
1,406
1
0
0
0
1
26
0
1
1
69.05
1,369
1
0
0
0
0
4
0
0
3
42.4
847
0
2
2
0
0
63
2
0
1
19.5
391
2
1
1
0
0
5
0
1
0
79.9
2,971
1
0
0
1
1
6
0
0
1
19.7
528
2
1
1
0
0
55
0
1
1
94.45
4,293
1
0
0
0
0
51
1
1
0
76.4
3,390
0
2
2
0
0
56
1
1
0
68.75
3,264
0
0
2
0
0
18
1
0
3
20.1
3,425
2
1
1
0
0
72
2
0
0
105.6
5,816
1
2
2
0
0