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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
22
1
1
3
78.65
1,148
0
2
0
0
0
47
2
0
1
20.05
34
2
1
1
0
0
2
0
1
3
20
3,416
2
1
1
0
0
13
0
1
2
35.1
3,788
0
0
0
0
1
20
0
1
1
18.9
3,003
2
1
1
0
0
48
2
0
3
19.25
6,227
2
1
1
0
0
67
1
1
1
100.9
5,339
1
0
2
0
0
70
2
1
1
99.35
5,473
1
0
2
0
0
64
2
1
0
99
5,140
1
0
2
0
0
34
0
1
2
97.65
2,787
1
0
0
0
1
72
2
1
0
90.95
5,194
0
2
2
0
0
23
0
1
1
69.5
1,132
0
2
0
0
0
15
0
0
1
89
524
1
0
0
1
0
22
0
1
0
101.35
1,952
1
0
2
0
1
41
1
0
3
70.2
2,497
0
0
2
0
0
68
2
1
1
82.45
4,674
0
2
2
0
0
70
1
1
2
106.5
5,712
1
0
0
0
0
71
2
0
0
86.85
5,073
0
2
2
0
0
71
2
0
0
85.45
4,933
0
2
2
0
0
1
0
0
3
44.45
3,742
0
0
0
0
0
1
0
1
2
55
4,558
0
0
0
0
1
3
0
0
3
20.85
4,913
2
1
1
0
0
40
0
1
0
93.4
3,226
1
0
0
0
0
3
0
1
2
50.6
986
0
0
0
0
1
67
2
1
3
26.1
1,283
2
1
1
0
0
18
0
1
2
75.4
689
1
0
2
0
0
20
0
0
3
20.05
3,470
2
1
1
0
0
3
0
1
2
74.25
1,731
1
0
0
0
1
71
2
1
0
116.1
6,142
1
2
2
0
0
25
0
1
0
34
6,220
0
0
0
0
1
32
0
0
2
90.95
2,501
1
0
0
1
0
46
2
1
3
20.2
6,361
2
1
1
0
0
68
2
1
0
19.35
535
2
1
1
0
0
48
2
0
2
79.65
3,312
0
2
0
0
0
2
0
0
2
70.4
864
1
0
0
0
1
56
1
1
2
93.15
4,399
1
0
2
0
0
5
0
1
2
78.75
3,512
1
0
0
0
1
3
0
1
2
74.95
1,748
1
0
0
0
0
64
1
1
2
92.85
4,899
1
0
0
0
0
47
2
1
3
90.5
3,674
0
2
2
0
0
63
2
0
3
67.25
3,612
0
2
0
0
0
27
0
1
2
19.4
4,422
2
1
1
0
0
47
0
0
0
70.55
2,872
1
0
0
1
1
59
2
0
2
24.45
887
2
1
1
0
0
4
0
0
3
18.85
6,171
2
1
1
0
0
72
2
1
2
114.9
6,205
1
2
2
0
0
13
1
0
3
55.15
5,737
0
2
2
0
0
66
1
1
2
108.45
5,555
1
2
0
1
0
42
1
1
3
20.65
6,460
2
1
1
0
0
10
0
1
0
19.95
1,443
2
1
1
0
0
15
0
1
3
74.45
277
1
0
0
1
1
45
2
1
1
95.2
3,647
1
2
0
0
0
48
1
1
0
73.85
3,103
0
2
0
0
0
1
0
0
0
25.25
2,152
0
0
0
0
0
27
0
1
2
76.1
1,722
1
0
0
0
0
5
0
0
3
19.35
474
2
1
1
0
1
23
1
0
3
86.8
1,544
1
2
0
0
0
11
0
1
1
75.2
5,890
1
0
0
1
0
35
0
0
0
102.05
2,988
1
0
0
1
0
67
1
1
0
88.8
4,848
0
2
2
0
0
33
1
0
1
74.75
2,104
0
0
2
0
0
72
2
1
2
114
6,054
1
2
2
0
0
67
1
1
1
109.7
5,691
1
2
0
0
0
33
0
0
3
20.05
5,310
2
1
1
0
0
47
1
1
3
58.9
2,439
0
2
2
0
0
13
0
1
2
98
435
1
0
0
1
1
18
0
0
2
83.25
1,072
0
2
2
0
0
72
2
0
1
112.1
5,998
1
2
2
0
0
11
0
0
0
89.7
91
1
0
0
1
1
7
0
1
2
44.4
2,298
0
2
0
1
0
59
0
1
0
99.45
4,657
1
0
2
0
0
32
0
1
2
100.4
2,800
1
0
0
1
0
67
2
1
1
25.25
1,242
2
1
1
0
0
51
1
0
1
87.55
3,797
1
0
0
0
0
59
1
1
2
94.05
4,550
1
2
2
1
0
48
2
0
3
39.4
1,581
0
2
2
0
0
1
0
1
2
70.55
5,512
1
0
0
1
1
23
1
0
1
19.3
4,101
2
1
1
0
0
38
0
1
2
94.65
3,131
1
0
0
0
1
19
1
0
3
19.9
3,093
2
1
1
0
0
3
0
1
2
76.05
1,947
1
0
0
1
1
58
0
1
2
98.9
4,769
1
0
0
1
0
2
0
1
1
50.2
174
0
2
0
0
0
5
0
0
0
75.15
3,356
0
2
0
0
0
72
2
1
0
101.3
5,647
1
0
2
0
0
44
1
1
1
109.8
4,103
1
0
2
1
0
16
0
1
3
19.7
2,965
2
1
1
0
1
12
0
1
0
50.95
4,947
0
2
2
0
0
6
0
1
2
89.5
4,730
1
0
0
0
1
72
2
1
0
108.1
5,900
1
2
0
1
0
23
1
0
1
24.8
5,018
2
1
1
0
0
38
1
1
0
70.45
2,246
1
0
0
0
1
47
1
1
1
95.2
3,886
1
0
0
0
0
54
2
0
1
20.05
200
2
1
1
0
0
15
0
1
0
68.6
207
1
0
0
0
0
20
0
1
2
94.1
1,315
1
0
0
1
1
16
0
0
0
73.25
364
1
0
0
0
0
1
0
1
2
69.35
5,444
1
0
0
0
1
1
0
0
0
24.8
2,044
0
0
0
0
1
46
2
0
2
19.95
6,338
2
1
1
0
0