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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
4
0
1
3
74.4
2,660
1
0
0
1
1
34
0
1
2
105.35
3,066
1
2
0
0
0
64
1
0
0
58.35
3,227
0
2
0
0
0
7
0
1
3
18.95
550
2
1
1
0
0
51
1
0
0
84.2
3,655
1
2
0
0
0
21
1
1
3
20.35
3,604
2
1
1
0
0
21
2
0
1
71.05
948
0
2
2
0
0
57
1
1
2
90.65
4,352
1
0
0
1
0
6
0
1
2
75.5
3,718
1
0
0
0
1
8
0
0
2
49.4
3,482
0
2
0
0
0
18
0
0
1
25.55
3,953
0
0
0
0
0
7
0
1
3
70.1
3,951
1
0
0
1
1
35
0
1
2
59.6
1,725
0
0
2
0
0
32
1
0
3
74.75
1,923
0
0
2
0
0
30
0
0
2
100.45
2,693
1
0
0
0
0
26
1
0
3
50.35
519
0
0
0
0
0
38
0
1
1
95.1
3,185
1
0
0
0
0
41
0
1
2
113.2
3,968
1
0
2
1
1
34
0
1
2
44.85
821
0
2
0
0
0
55
1
0
1
60
2,880
0
0
2
1
0
57
0
0
1
94
4,521
1
0
0
1
0
66
1
0
1
104.6
5,388
1
0
0
1
0
43
0
1
1
86.1
3,078
1
0
2
0
0
32
0
0
0
76.3
2,049
0
2
2
0
0
1
0
0
3
20.25
1,611
2
1
1
0
0
40
1
1
3
80.75
2,788
0
2
0
0
0
41
0
0
0
98.05
3,408
1
0
0
0
0
30
0
1
1
90.5
2,244
1
0
2
1
0
3
0
0
1
80.1
1,788
1
2
0
0
1
54
0
1
0
104.1
4,673
1
0
2
0
0
9
0
1
3
94.85
6,307
1
2
0
0
1
7
0
1
2
75.4
4,454
1
0
0
1
0
58
1
0
1
100.35
4,693
1
0
0
0
0
52
2
1
1
89.45
3,893
1
0
0
0
0
26
1
1
0
39.95
47
0
0
0
0
0
34
0
0
3
20.35
5,336
2
1
1
0
0
53
0
1
3
80.6
3,694
1
2
0
0
0
15
0
1
0
87.75
443
1
0
2
0
0
1
0
1
3
19.45
1,483
2
1
1
0
1
5
0
0
1
55.8
2,595
0
0
2
0
0
34
0
1
0
105.35
3,178
1
0
2
0
0
32
0
1
2
101.35
2,893
1
0
0
0
0
41
1
0
1
35.4
756
0
0
2
0
0
25
1
0
2
54.2
778
0
2
0
0
0
17
1
1
3
62.1
193
0
2
2
0
0
17
0
0
3
24.8
4,023
2
1
1
0
0
70
2
0
3
84.7
4,907
0
0
2
0
0
43
1
1
3
19.2
5,896
2
1
1
0
0
71
2
0
3
24.35
1,138
2
1
1
0
0
2
0
1
3
24.45
3,978
0
0
0
1
1
49
0
1
0
74.6
3,205
1
0
0
0
0
72
1
0
1
105
5,814
1
0
0
1
0
26
0
1
3
84.3
1,921
1
2
0
0
0
18
1
0
3
20.1
3,479
2
1
1
0
0
1
0
1
2
93.3
6,390
1
0
0
0
1
9
1
0
0
24.1
2,242
0
0
0
0
1
28
0
0
0
76.55
1,689
1
2
0
0
0
60
2
1
1
19.25
201
2
1
1
0
0
23
0
0
2
20.85
3,999
2
1
1
0
0
15
0
1
2
79.75
217
1
0
0
0
1
29
0
0
3
67.45
1,349
0
2
2
0
0
56
2
1
1
19.8
228
2
1
1
0
0
11
1
1
3
54.6
5,031
0
2
2
0
0
27
1
0
1
69.35
1,524
0
2
2
0
0
1
0
0
2
70
5,501
1
0
0
0
1
66
1
1
0
90.55
5,006
1
2
0
0
0
2
0
1
1
56.55
334
0
0
0
1
0
19
2
0
3
20.15
3,309
2
1
1
0
0
62
1
1
1
94.95
4,776
1
0
2
0
0
51
1
1
1
78.65
3,375
0
2
0
0
0
72
2
1
0
94.25
5,409
1
2
2
0
0
10
0
1
2
89.5
6,246
1
0
0
0
1
37
1
0
1
68.1
2,127
0
2
2
0
0
35
0
0
3
50.15
1,142
0
0
0
0
0
10
0
1
3
60.95
5,082
0
2
0
0
0
1
0
0
3
20.15
1,609
2
1
1
0
1
26
0
1
1
20.25
4,182
2
1
1
0
0
72
2
1
0
82.3
4,898
0
2
2
0
0
38
0
1
2
99.55
3,214
1
2
0
1
1
18
0
1
0
99.85
1,301
1
2
0
0
1
56
1
0
3
52.7
2,618
0
0
2
0
0
36
1
0
3
54.45
1,471
0
0
2
0
0
22
0
1
2
88.75
1,459
1
0
0
0
0
65
2
1
0
104.1
5,320
1
2
0
0
0
27
0
1
2
53.8
707
0
2
0
0
0
29
0
1
2
74.2
1,603
1
0
0
0
0
10
0
1
2
95.35
6,318
1
0
0
1
1
50
0
1
2
104.95
4,375
1
2
0
1
0
9
0
0
2
86.25
5,870
1
2
0
0
0
23
1
0
3
24.35
4,480
2
1
1
0
0
24
0
0
2
54.75
614
0
0
2
0
1
1
0
0
3
55.7
4,566
0
0
2
0
0
20
0
0
1
64.4
727
0
0
2
0
0
58
1
0
1
60.3
3,086
0
0
2
0
1
47
2
0
3
20.15
89
2
1
1
0
0
72
2
1
0
93.05
5,340
1
2
2
1
0
14
0
0
1
50.2
5,303
0
0
0
0
0
62
1
0
1
54.75
2,968
0
0
2
0
0
37
0
1
2
76.5
2,475
1
0
0
1
1
29
0
0
2
34.3
12
0
2
0
0
0