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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
19
0
1
0
49.6
6,472
0
0
0
0
0
22
0
1
2
96.7
1,711
1
0
0
1
1
41
1
0
3
35.45
716
0
2
0
0
0
5
0
0
3
19.45
6,240
2
1
1
0
0
57
2
1
1
74.3
3,561
0
2
2
0
0
29
0
1
0
101.45
2,546
1
0
0
1
0
33
1
1
2
93.8
2,715
1
0
0
0
1
72
2
1
2
97.85
5,403
1
0
0
0
0
31
0
0
1
88.65
2,334
1
0
0
0
0
52
1
1
0
104.45
4,549
1
2
2
1
0
35
1
0
0
20.05
5,754
2
1
1
0
0
7
2
0
3
19.85
809
2
1
1
0
0
22
0
1
3
54.7
333
0
0
0
0
0
6
0
1
2
74.9
3,971
1
0
0
0
1
60
2
0
0
37.7
1,927
0
2
2
0
0
24
1
0
3
20.25
3,727
2
1
1
0
0
31
0
1
1
73.55
1,724
1
0
2
1
0
26
0
1
2
85.75
1,764
1
0
0
0
0
1
0
1
3
69.9
5,454
1
0
0
0
1
40
2
0
3
19.6
6,050
2
1
1
0
0
10
0
1
1
20.05
1,793
2
1
1
0
0
70
2
1
3
19.2
737
2
1
1
0
0
3
0
0
3
55.15
1,042
0
0
0
0
1
46
0
0
2
85
3,392
1
0
2
1
1
59
1
1
2
110.15
5,184
1
0
2
0
1
48
0
1
0
70.65
3,070
1
0
0
1
0
59
2
0
3
19.35
196
2
1
1
0
1
29
0
1
2
30.6
6,229
0
0
0
0
1
8
0
0
2
19.65
1,112
2
1
1
1
1
9
2
0
3
19.75
1,732
2
1
1
0
0
8
1
0
0
58.2
3,969
0
2
2
0
0
28
0
1
2
89.95
2,273
1
0
0
0
1
20
1
0
0
76
1,041
0
0
2
0
0
56
1
1
0
104.75
4,578
1
0
0
1
1
49
0
0
0
40.65
1,697
0
0
2
0
0
5
0
1
3
88.9
3,868
1
0
2
0
1
18
0
1
1
90
950
1
0
0
0
1
71
2
0
2
90.4
5,295
0
2
2
0
0
20
0
1
3
89
1,374
1
0
0
0
1
40
1
1
2
42.35
1,221
0
0
2
0
1
18
0
1
3
60.6
294
0
0
2
0
0
38
1
0
3
20.3
5,764
2
1
1
0
0
67
1
1
2
105.6
5,582
1
0
2
1
0
17
0
1
1
55.35
6,372
0
2
2
0
0
1
0
1
0
35.25
3,031
0
0
0
0
1
68
2
0
1
25.05
1,100
2
1
1
0
0
35
0
0
2
83.15
2,462
1
0
0
0
0
3
0
1
2
75.8
2,108
1
0
0
0
1
8
0
1
2
90.25
5,743
1
2
0
0
0
29
1
0
1
70.9
1,570
0
0
0
0
0
2
0
1
2
34.7
5,041
0
0
0
0
1
53
0
1
1
73.8
3,420
1
0
0
1
0
1
0
1
2
25.3
2,153
0
0
0
0
1
7
0
1
2
75.15
4,396
1
0
0
0
0
4
0
1
0
20.05
6,211
2
1
1
0
0
29
0
1
1
76
1,850
1
0
0
0
0
3
0
1
1
75.1
2,350
1
0
0
0
1
1
0
1
3
25.8
2,158
0
0
0
1
1
7
1
0
3
35.3
2,287
0
0
2
0
0
52
1
1
1
111.25
4,851
1
2
2
0
1
72
2
1
1
91.95
5,276
0
2
2
0
0
55
0
1
2
96.75
4,391
1
0
2
0
1
1
0
1
0
19.65
1,487
2
1
1
0
0
6
2
0
3
19.55
439
2
1
1
0
0
29
2
0
3
20.2
4,620
2
1
1
0
0
42
2
0
1
48.15
1,666
0
2
2
0
0
30
1
1
1
40.35
347
0
2
0
0
0
1
0
0
3
50.9
4,236
0
0
0
0
1
72
2
0
1
86.05
5,100
0
2
2
0
0
4
0
0
1
50.7
924
0
0
0
0
1
1
0
1
2
24.7
2,042
0
0
0
0
0
1
0
0
2
68.65
5,380
1
0
0
0
1
1
0
1
3
74.25
5,716
1
0
0
0
1
62
0
1
0
80.4
4,213
0
2
0
0
0
15
0
1
2
101.25
842
1
0
0
0
1
1
0
0
3
19.2
1,479
2
1
1
0
0
68
2
0
0
20.05
697
2
1
1
0
0
7
0
1
2
75.35
4,671
1
0
0
0
0
72
2
0
0
88.05
5,219
0
2
2
0
0
72
2
0
1
86.65
4,978
0
2
2
0
0
30
0
1
1
94.1
2,432
1
2
0
0
1
1
0
0
2
84.5
6,174
1
0
0
0
1
39
1
0
0
41.15
1,200
0
2
2
0
0
62
1
1
0
92.3
4,735
1
0
2
0
0
53
1
1
0
108.95
4,719
1
2
0
0
0
66
1
1
2
104.05
5,436
1
2
0
0
1
59
0
1
1
88.75
4,464
1
0
0
1
0
15
0
0
2
95.7
836
1
2
0
0
0
9
0
1
2
95.5
6,127
1
0
0
0
1
32
1
0
3
30.15
6,385
0
0
2
0
0
17
0
1
3
64.7
184
0
0
0
0
1
55
2
1
1
55.25
2,709
0
2
0
0
0
17
0
1
3
25.65
3,751
0
0
0
0
0
69
1
0
1
87.3
4,950
1
0
2
1
0
66
2
1
1
74.6
4,048
0
0
2
0
0
16
0
1
0
74.45
477
1
0
0
1
0
70
2
1
1
80.15
4,639
0
0
2
0
0
50
1
1
3
19.35
70
2
1
1
0
0
3
0
1
3
20
4,985
2
1
1
0
0
17
0
0
0
65.75
215
0
0
2
0
0