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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
37
2
0
1
35.8
579
0
0
0
0
0
30
1
0
1
20.7
4,821
2
1
1
0
0
60
0
1
0
103.75
4,891
1
2
0
0
0
35
0
1
2
70.3
2,060
1
0
0
0
1
50
0
1
2
95.7
4,068
1
0
0
1
1
71
1
0
3
95.65
5,413
1
0
2
0
0
8
0
1
0
74.05
4,915
1
0
0
1
0
38
1
1
2
24.25
6,354
2
1
1
0
0
72
2
0
0
19.85
803
2
1
1
0
0
42
0
1
2
95.55
3,364
1
0
0
1
0
57
1
1
2
95
4,593
1
0
0
0
0
60
2
1
1
110.8
5,287
1
2
0
0
0
71
2
0
1
25.35
1,408
2
1
1
0
0
11
0
0
1
23.15
2,102
2
1
1
0
1
40
0
1
2
51.1
1,721
0
2
0
0
0
42
2
0
1
84.35
3,095
0
2
2
0
0
1
0
1
3
44.45
3,742
0
0
0
0
1
47
0
0
2
90.05
3,531
1
0
2
0
0
50
1
0
2
75.5
3,444
0
2
2
0
0
10
2
0
1
53.7
4,362
0
2
2
0
0
72
2
1
1
85.45
5,057
0
2
0
0
0
72
2
1
2
99.4
5,656
1
0
0
0
0
60
2
1
2
89.55
4,384
1
0
0
0
0
3
0
1
1
75.15
1,776
1
0
0
0
1
2
0
1
2
79.85
938
1
2
0
0
1
1
0
1
3
80.05
6,014
1
0
0
0
1
11
0
1
2
89.2
6,513
1
0
0
0
0
49
0
1
2
98.35
4,129
1
0
0
0
0
70
2
1
2
113.65
5,877
1
2
2
1
0
2
0
0
2
70.75
976
1
0
0
1
1
16
0
1
2
98.75
1,038
1
0
0
1
1
10
0
1
2
99.85
6,516
1
2
0
0
1
56
1
0
0
68.75
3,270
0
0
2
0
0
48
0
1
2
103.85
4,190
1
2
0
0
0
72
2
1
0
25
1,352
2
1
1
1
0
1
0
0
3
20.9
1,624
2
1
1
0
1
29
2
1
3
19.55
4,366
2
1
1
0
0
25
1
0
0
25.3
5,352
2
1
1
0
1
68
1
1
1
54.45
3,169
0
0
2
0
0
2
0
1
2
69.8
849
1
0
0
0
0
42
0
1
1
77.95
2,936
1
0
0
0
1
6
2
0
3
20.1
3
2
1
1
0
0
18
0
0
1
101.3
1,334
1
0
0
0
0
10
0
1
2
70.3
5,703
1
0
0
0
1
72
2
1
2
103.65
5,844
1
0
0
0
0
63
2
1
0
104.8
5,265
1
0
0
0
0
27
1
0
3
78.2
1,704
0
2
0
0
0
35
2
1
1
25.4
6,438
2
1
1
0
0
18
0
1
2
90.1
1,075
1
2
0
0
1
11
0
1
2
73.5
5,982
1
0
2
0
1
44
1
0
0
20.6
6,379
2
1
1
0
0
19
0
1
2
60.6
542
0
0
2
0
0
72
2
1
0
93.25
5,307
0
2
2
0
0
18
0
1
3
50
6,310
0
0
0
0
0
18
0
1
1
49.85
6,254
0
0
0
1
0
71
2
1
1
61.4
3,671
0
2
0
0
0
30
0
1
0
55.3
959
0
0
2
0
0
28
1
1
1
60
1,176
0
2
0
0
0
37
0
1
1
78.95
2,453
1
0
0
0
1
18
1
0
0
19.8
2,964
2
1
1
0
0
31
2
0
0
80.55
2,123
0
2
0
0
0
5
0
0
2
56.15
2,515
0
2
0
0
0
30
0
0
3
77.9
1,993
1
0
0
1
0
49
1
0
2
71.8
3,006
0
0
2
0
0
12
0
1
0
45.4
4,345
0
0
0
0
1
1
0
0
2
78.05
5,907
1
0
0
0
1
4
0
0
3
89.6
3,155
1
0
0
0
1
3
0
1
1
20.55
4,300
2
1
1
0
1
3
0
1
2
79.4
2,088
1
0
0
0
1
37
2
0
0
65.6
1,950
0
2
2
0
0
23
1
1
3
66.25
962
0
2
2
0
0
23
0
1
3
79.1
1,317
1
2
0
0
0
45
1
1
0
100.15
3,786
1
0
0
1
0
22
1
0
0
20.25
4,122
2
1
1
0
0
24
0
1
0
99.65
2,050
1
0
0
0
0
48
2
0
1
19.85
6,356
2
1
1
0
0
3
0
1
3
56.15
1,168
0
0
0
0
1
8
0
1
2
87.1
5,592
1
0
0
1
0
44
1
1
3
53.95
2,014
0
0
0
0
1
56
0
0
2
90.55
4,307
1
2
0
0
0
1
0
0
3
20.6
1,618
2
1
1
0
0
53
0
1
2
92.55
4,040
1
2
0
0
0
59
2
0
1
19.3
359
2
1
1
0
0
15
0
0
3
48.85
5,101
0
0
0
0
0
49
1
1
0
89.85
3,648
1
0
0
1
0
39
0
0
2
55.9
1,798
0
0
2
0
1
44
1
0
1
89.15
3,409
1
0
0
1
0
3
0
0
1
53.4
1,454
0
0
0
0
1
16
0
1
1
74.3
331
1
0
0
1
1
5
0
1
0
65.6
2,938
0
2
0
0
0
37
0
0
1
100.3
3,069
1
2
0
0
0
9
0
0
3
50.85
3,942
0
0
0
0
0
35
2
1
3
19.85
5,709
2
1
1
0
0
7
0
1
2
86.25
4,821
1
0
0
0
1
1
0
1
0
20.2
1,610
2
1
1
0
1
29
0
1
1
25.1
5,588
0
0
0
0
1
51
1
1
3
95.15
4,238
1
2
2
0
0
58
2
0
0
70.1
3,461
0
2
0
0
0
72
1
1
0
108.5
6,026
1
2
0
0
0
4
0
0
1
38.55
1,004
0
0
2
0
0