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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
49
1
1
1
99.25
4,175
1
2
0
0
0
51
1
1
2
94.8
4,083
1
0
2
0
1
28
1
0
0
92.9
2,403
1
2
0
0
0
65
0
1
0
91.85
4,872
1
0
0
0
1
51
0
0
0
83.4
3,543
1
0
0
0
0
1
0
0
2
20.65
1,619
2
1
1
0
0
1
0
1
2
75.35
5,770
1
0
0
0
1
24
1
0
1
20.4
4,072
2
1
1
0
0
48
1
0
3
34.7
1,063
0
0
0
0
1
1
0
1
2
80.3
6,018
1
0
2
1
1
2
0
0
3
54.15
22
0
0
0
0
0
27
1
0
0
55.45
876
0
0
2
0
0
1
0
1
3
49.9
4,147
0
2
0
0
1
70
1
1
0
58.4
3,506
0
2
0
0
0
35
0
0
1
75.35
2,284
1
0
0
0
1
67
1
1
0
49.35
2,886
0
2
2
0
0
2
0
0
3
45.85
6,055
0
0
0
0
1
15
1
0
3
20.55
2,549
2
1
1
0
0
1
0
0
3
19.55
1,485
2
1
1
0
0
62
1
0
0
24.8
875
2
1
1
0
0
36
2
0
0
20.25
5,611
2
1
1
0
0
1
0
1
3
20.1
1,608
2
1
1
0
1
72
2
1
0
104.8
5,758
1
0
0
0
0
70
1
0
0
79.4
4,590
0
2
2
0
0
1
0
1
2
53.95
4,434
0
2
2
0
1
24
1
1
2
58.35
633
0
2
2
0
0
45
1
0
1
62.7
2,420
0
0
2
1
1
29
1
1
3
19.8
4,720
2
1
1
0
0
33
0
0
1
88.6
2,492
1
2
0
0
0
7
0
1
2
100.4
5,602
1
2
0
0
0
7
0
1
3
80.3
4,400
1
0
0
0
1
18
0
1
2
73.15
561
1
0
0
0
0
2
0
0
3
19.25
4,049
2
1
1
0
0
66
2
0
0
79.85
4,388
0
0
0
0
0
3
0
1
3
19.6
4,845
2
1
1
0
1
72
2
0
1
26.45
1,516
2
1
1
0
0
72
2
0
1
66.75
4,033
0
2
2
0
0
13
0
0
2
45.3
4,417
0
0
0
1
0
24
0
1
2
85.95
1,737
1
2
0
0
0
70
2
1
1
74.8
4,446
0
2
2
0
0
71
2
1
2
97.2
5,459
1
0
2
0
0
56
2
0
1
59.5
2,937
0
0
0
0
0
6
0
1
0
93.55
4,471
1
0
0
0
1
1
0
1
2
45.3
3,816
0
0
0
0
1
21
0
1
2
44.95
6,381
0
0
0
0
0
14
0
1
2
65.45
6,413
0
0
2
0
1
13
0
1
2
65.85
6,332
0
0
2
0
0
12
0
1
2
94.2
88
1
0
0
0
1
65
0
1
2
90.65
4,868
1
0
0
0
0
30
0
1
1
84.3
2,085
1
0
2
0
0
2
0
0
2
24.5
3,908
0
0
0
0
0
12
0
1
1
20.1
1,956
2
1
1
0
0
56
1
1
2
107.25
4,936
1
2
0
0
0
67
2
1
0
92.45
5,011
1
2
2
1
0
4
0
1
2
50.9
1,885
0
0
0
0
1
65
0
0
2
94.4
4,999
1
0
2
1
0
60
2
0
1
101.15
4,958
1
0
0
0
0
37
0
1
2
99.5
3,229
1
0
0
0
1
72
2
1
1
19.8
862
2
1
1
0
0
52
1
0
2
100.3
4,395
1
0
2
0
0
13
0
1
2
106.9
660
1
0
0
1
1
56
0
1
2
96.85
4,371
1
0
2
1
0
51
2
0
0
20.65
40
2
1
1
0
0
7
0
0
3
58.85
3,936
0
0
2
0
0
17
0
1
2
94.2
1,065
1
0
0
1
0
18
2
0
1
20.05
3,319
2
1
1
0
0
50
1
0
2
99.4
4,279
1
2
0
0
0
32
0
0
0
54.65
1,384
0
2
0
1
0
1
0
1
2
74.7
5,723
1
0
0
0
1
46
1
1
2
94.65
3,672
1
0
0
0
0
16
0
0
2
19.75
2,720
2
1
1
0
0
1
0
1
3
70.8
5,517
1
0
0
0
1
51
1
1
2
98.85
4,192
1
0
0
0
0
25
2
0
2
108.9
2,436
1
2
0
0
0
8
0
0
3
43.55
2,906
0
0
0
0
0
33
1
1
1
53.75
1,422
0
2
0
0
0
54
2
1
0
65.3
3,048
0
0
2
0
0
18
2
0
3
25.1
3,641
2
1
1
0
0
27
1
1
3
20.55
4,804
2
1
1
0
0
68
1
1
1
101.05
5,358
1
0
0
0
0
59
2
0
3
25.45
963
2
1
1
0
0
56
0
1
0
76.85
3,640
1
2
0
1
0
72
2
0
0
25.4
1,356
2
1
1
1
0
54
1
0
3
72.1
3,323
0
2
0
1
0
47
2
1
3
20.55
6,432
2
1
1
0
0
50
1
1
0
43.05
1,838
0
0
2
0
0
71
2
1
1
104.15
5,699
1
2
0
0
0
1
0
0
3
44.75
3,747
0
0
0
0
0
3
0
1
2
75.5
1,826
1
0
0
0
1
21
2
0
3
35.1
5,869
0
2
2
0
0
66
2
0
0
50.55
2,919
0
2
0
0
0
48
2
1
3
95.5
3,926
1
2
0
0
1
47
0
1
2
100.05
4,115
1
0
0
1
1
60
1
0
1
23.95
920
2
1
1
0
0
37
1
1
0
90.6
2,914
0
2
2
0
0
18
0
1
1
80.55
743
1
0
0
0
0
72
2
0
1
89.85
5,242
0
2
2
0
0
6
0
1
2
90.75
4,309
1
0
0
0
0
33
1
1
2
93.55
2,655
1
2
2
1
0
35
0
1
3
96.75
2,949
1
2
2
0
0