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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
7
0
1
2
66.85
3,895
0
0
0
0
0
16
0
1
3
49.45
6,008
0
2
0
0
0
21
0
1
2
26.05
4,677
0
0
0
0
0
7
0
1
1
40.1
2,531
0
0
0
0
1
7
0
1
2
89.5
5,353
1
0
0
1
1
32
1
1
2
90.8
2,628
1
0
2
0
0
67
2
0
1
116.2
5,894
1
2
2
0
1
67
1
1
2
109.4
5,654
1
2
2
0
0
24
1
0
0
54.6
444
0
2
0
0
0
17
0
0
1
21.1
3,296
2
1
1
0
0
24
0
1
3
49.7
399
0
0
0
0
0
28
0
0
1
96.6
2,335
1
0
0
0
0
38
1
0
1
95
3,110
1
0
2
1
0
38
1
0
1
80.3
2,658
0
2
2
0
1
1
0
1
2
79.15
5,963
1
0
0
0
1
72
2
1
2
103.4
5,701
1
0
0
0
1
8
0
0
2
101.15
6,184
1
0
0
0
1
62
0
1
0
89.8
4,661
1
0
0
1
0
67
1
1
0
88.4
4,779
1
0
0
0
0
18
0
1
3
20.25
3,426
2
1
1
0
0
2
0
1
3
64.2
795
0
2
0
0
0
33
1
0
1
34.05
219
0
2
2
0
0
71
2
1
1
24.4
1,231
2
1
1
0
0
7
0
0
3
20.65
989
2
1
1
0
0
5
0
1
2
69.7
2,742
1
0
0
0
1
17
0
1
1
92.7
997
1
2
0
0
0
12
1
0
1
20.05
2,322
2
1
1
0
0
50
0
0
0
108.75
4,513
1
0
2
1
0
45
0
1
0
50.9
1,938
0
0
2
0
0
56
0
0
2
98.6
4,622
1
0
0
0
0
59
2
1
1
75.95
3,872
0
2
0
0
0
1
0
1
2
86.6
6,242
1
0
0
0
1
1
0
1
2
80.8
6,022
1
0
0
0
1
67
0
1
0
89.55
5,138
1
0
0
0
0
39
1
0
0
45.05
1,330
0
2
2
0
0
36
2
1
1
92.9
2,932
0
2
2
0
0
72
2
1
0
70.45
4,338
0
2
2
0
0
66
0
1
1
100.05
5,421
1
2
0
1
1
9
0
1
2
19.5
1,311
2
1
1
0
0
68
2
0
1
25.8
1,513
2
1
1
0
0
7
0
0
3
23.5
1,236
2
1
1
0
0
1
0
0
0
19.75
1,489
2
1
1
0
0
4
0
0
3
50.4
1,686
0
0
0
0
1
39
0
1
1
73.15
2,378
1
0
0
0
0
7
1
0
3
20.65
616
2
1
1
0
0
72
2
0
1
84.45
4,840
0
0
2
1
0
46
0
1
2
101
3,961
1
0
0
1
1
61
1
1
0
98.45
5,015
1
2
0
0
0
20
1
1
3
19.7
3,548
2
1
1
0
0
43
1
1
2
100
3,595
1
2
0
0
1
62
2
0
1
20.65
400
2
1
1
0
0
69
2
0
0
46.25
2,712
0
2
2
0
0
2
0
0
0
60.95
619
0
0
2
0
0
32
0
1
1
81.1
2,266
1
0
0
1
0
10
0
1
2
104.4
163
1
0
2
0
1
68
2
1
2
99.55
5,294
1
2
2
0
0
13
1
1
3
75.3
6,508
0
0
0
0
1
2
0
1
3
53.85
157
0
0
2
0
1
34
2
0
0
26.1
6,502
2
1
1
0
0
72
2
0
1
89.8
5,214
0
2
2
0
0
64
1
1
1
104.65
5,432
1
2
0
0
0
60
2
0
3
20.55
375
2
1
1
0
0
3
0
0
2
64.6
1,249
0
2
0
0
0
2
0
1
2
70.35
369
1
0
0
0
0
65
1
1
2
95.5
5,022
1
0
0
0
0
50
2
0
3
24.95
478
2
1
1
0
0
63
1
1
1
81.15
4,377
1
0
2
0
0
60
0
0
2
89.45
4,427
1
0
0
1
0
22
2
0
3
26.25
4,948
2
1
1
0
0
8
0
1
1
80.65
5,113
1
0
0
1
1
23
0
1
1
73.65
1,119
0
2
0
0
0
4
0
1
2
73.9
2,430
1
0
0
0
1
2
0
0
2
19.2
3,189
2
1
1
1
0
20
0
0
3
20.35
3,758
2
1
1
0
0
0
2
0
3
80.85
0
0
0
2
0
0
2
0
1
2
19.6
3,035
2
1
1
0
1
62
2
1
1
25.8
1,011
2
1
1
0
0
14
0
1
0
80.35
111
1
0
0
1
0
56
2
1
0
19.55
161
2
1
1
0
0
34
0
1
2
94.25
2,799
1
0
0
1
1
63
1
0
1
90.45
4,801
1
0
0
0
0
49
1
1
1
35.8
1,313
0
2
2
0
0
34
0
0
2
100.85
3,056
1
0
0
0
0
1
0
1
0
44.05
3,735
0
0
0
0
0
72
2
1
1
90.8
5,157
0
2
2
0
0
13
0
1
3
49.95
4,823
0
0
2
0
0
68
1
1
2
83
4,696
1
0
0
0
1
4
0
0
2
70.4
2,437
1
0
0
0
1
18
0
0
1
55.2
111
0
2
0
0
0
19
0
1
2
99.95
1,534
1
0
0
0
1
40
0
1
1
79.2
2,812
1
0
2
1
1
14
1
1
3
19.5
2,359
2
1
1
0
0
46
0
0
0
44.95
1,781
0
0
0
0
0
1
0
1
2
84.85
6,179
1
0
0
0
1
8
0
1
2
65.45
4,599
0
2
0
0
0
23
2
0
3
59.7
759
0
2
0
0
0
56
2
0
0
73.25
3,465
0
2
2
1
0
3
0
0
2
84.3
1,987
1
0
0
0
0
55
2
1
3
64.75
3,126
0
0
0
0
0
4
0
0
3
49.25
1,707
0
0
0
0
0