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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
9
0
1
2
84.45
5,838
1
0
0
1
1
15
0
0
3
84.45
522
0
2
2
0
0
72
2
0
1
24.25
1,318
2
1
1
0
0
4
1
1
3
20.4
6,177
2
1
1
0
0
72
2
1
0
103.95
5,806
1
2
2
0
0
10
1
0
3
20.35
1,285
2
1
1
0
0
5
0
0
2
28.45
568
0
0
0
1
1
8
0
1
0
85.65
5,259
1
0
0
0
0
26
0
1
2
91.25
1,994
1
0
0
1
1
68
2
0
1
70.9
4,161
0
2
2
0
0
2
1
0
3
20.2
2,943
2
1
1
0
0
8
0
1
2
74.5
4,955
1
0
0
1
1
3
0
0
3
19.85
4,702
2
1
1
0
0
13
0
0
3
98.15
421
1
0
2
0
1
34
0
0
1
69.15
1,912
1
0
0
1
0
72
2
0
0
65.7
3,891
0
2
2
0
0
21
0
1
3
43.55
26
0
2
2
0
0
40
0
1
2
84.85
2,870
1
2
0
0
1
16
2
0
3
54.85
6,357
0
2
2
0
0
26
1
1
3
56.05
991
0
0
0
0
0
49
0
1
0
99.05
4,093
1
0
0
0
1
46
2
0
1
19.2
6,339
2
1
1
0
0
11
0
1
0
79.5
6,264
1
0
0
0
1
72
2
0
3
84.45
4,935
0
2
2
0
0
47
2
0
0
20.45
6,428
2
1
1
0
0
1
0
0
3
19.25
1,480
2
1
1
0
1
59
0
1
2
89.75
4,554
1
0
2
1
0
71
2
0
0
87.95
5,132
0
2
2
0
0
25
1
0
3
20.05
4,357
2
1
1
0
0
72
2
1
1
107.7
5,983
1
2
2
0
0
2
0
0
3
20
2,780
2
1
1
0
0
35
1
1
0
62.15
1,852
0
0
2
0
0
71
1
1
0
104.65
5,657
1
0
2
0
0
15
0
1
2
94.65
518
1
0
0
1
0
2
1
0
3
20.45
2,944
2
1
1
0
0
26
0
0
0
79.3
1,644
1
0
0
0
0
3
0
1
3
88.3
2,377
1
2
2
1
1
49
2
0
3
49.8
2,034
0
0
0
1
0
27
0
1
0
75.75
1,526
1
0
0
0
0
3
0
1
3
50.5
867
0
2
0
0
0
45
1
0
0
51
1,902
0
2
0
0
0
37
1
1
1
104.5
3,242
1
2
0
0
0
72
2
1
0
116.85
6,202
1
2
2
0
0
62
1
1
2
92.05
4,751
1
0
2
0
0
54
2
1
0
59.8
2,825
0
0
0
0
0
15
1
0
2
101.9
1,151
1
2
2
0
0
1
0
0
0
20.05
1,607
2
1
1
0
1
1
0
1
2
25.2
2,151
0
0
0
1
1
72
2
1
1
61.2
3,728
0
2
2
0
0
30
1
1
1
79.3
2,075
0
0
2
0
0
40
0
1
1
78.85
2,717
1
2
0
0
0
71
2
0
3
71.1
4,378
0
2
2
0
0
18
0
1
1
33.5
4,914
0
0
0
0
1
17
0
0
1
25.1
3,272
0
0
0
0
0
40
2
0
3
20.15
6,037
2
1
1
0
0
72
2
1
1
110.8
5,954
1
2
0
1
0
2
0
0
3
19.75
3,339
2
1
1
0
0
53
1
0
0
24.05
555
2
1
1
0
0
71
2
1
2
116.25
6,232
1
2
2
0
0
20
0
1
2
96.55
1,502
1
2
2
0
0
7
0
0
3
54.85
3,191
0
0
0
0
0
15
0
1
1
84.35
556
1
0
2
0
0
72
2
1
0
24.05
1,206
2
1
1
0
0
39
2
1
3
23.8
6,335
2
1
1
0
0
45
2
0
3
25.5
233
2
1
1
0
0
5
0
1
2
84
3,619
1
0
0
0
0
47
1
0
1
39.65
1,339
0
2
2
0
0
4
0
1
2
19.85
5,089
2
1
1
0
0
47
0
0
3
100.75
3,948
1
2
2
0
0
33
0
1
0
95.3
2,851
1
0
2
0
0
15
0
1
2
25.25
3,367
2
1
1
0
0
66
0
0
1
89.4
4,896
1
0
0
0
0
6
0
1
2
90.1
4,364
1
0
0
0
1
17
0
0
1
19.7
2,946
2
1
1
0
0
41
0
1
0
94.9
3,293
1
0
0
0
0
56
1
1
1
99.8
4,581
1
0
0
0
0
28
0
1
1
54.9
915
0
2
0
0
0
72
2
0
1
53.65
3,249
0
2
0
0
0
1
0
0
2
49.75
4,144
0
0
2
0
0
56
0
1
1
106.6
4,835
1
0
2
0
0
70
2
0
3
79.15
4,594
0
2
2
0
0
44
1
1
0
90.65
3,397
1
0
0
0
0
2
0
0
2
44.35
6,058
0
0
0
0
1
58
2
0
1
71.6
3,610
0
2
2
0
0
48
1
1
1
83.45
3,327
0
0
2
0
0
11
0
0
2
84.8
6,292
1
0
0
0
0
72
2
1
2
115.55
6,187
1
2
2
0
0
72
2
0
0
42.1
2,558
0
0
2
0
0
26
0
0
1
85.9
1,818
1
2
0
0
0
52
0
1
2
39.9
1,654
0
0
2
0
0
52
2
0
0
20.1
151
2
1
1
0
0
27
0
0
3
53.45
854
0
2
2
0
0
1
0
1
2
79.05
5,961
1
0
0
0
1
45
0
0
0
81.4
3,240
1
0
0
0
0
61
0
0
3
89.2
4,571
1
0
0
0
0
2
0
1
2
80.45
664
1
0
2
0
0
11
0
1
2
66.35
5,729
0
2
0
0
1
21
1
1
2
60.25
470
0
2
2
0
0
1
0
1
2
71.15
5,566
1
0
0
1
1
6
0
1
2
98.25
4,637
1
0
0
1
1