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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
36
0
1
1
94.8
3,087
1
0
0
0
0
57
0
1
0
58.75
2,976
0
0
2
0
0
9
0
1
3
88.4
5,950
1
0
0
0
0
3
0
1
1
54.7
1,187
0
0
0
0
1
19
2
1
0
24.9
3,952
2
1
1
0
0
68
2
0
3
118.6
6,010
1
2
2
0
0
29
0
1
2
95.9
2,384
1
0
0
1
1
17
0
1
1
82.65
869
1
0
0
1
0
71
2
1
0
115.05
6,030
1
2
2
1
0
1
0
0
3
89.15
6,297
1
0
0
0
1
49
2
0
0
79.3
3,346
0
2
0
0
0
13
0
1
2
84.45
113
1
0
0
0
1
39
2
1
2
100.45
3,261
1
0
2
0
0
49
2
0
1
20.45
52
2
1
1
0
0
22
0
1
2
84.75
1,371
1
0
0
0
0
61
2
1
0
68.05
3,554
0
2
2
0
0
1
0
0
2
20.55
1,617
2
1
1
0
1
2
0
1
2
104.4
2,066
1
2
0
0
1
7
1
0
3
20.05
6,468
2
1
1
0
0
71
2
0
1
25.45
1,323
2
1
1
1
0
17
1
0
3
19.95
2,700
2
1
1
0
0
3
0
1
2
75.85
2,216
1
0
0
0
1
72
2
0
0
24.75
1,302
2
1
1
0
0
40
1
0
2
55.8
1,925
0
0
0
1
0
14
0
1
2
20.05
2,585
2
1
1
0
0
65
1
1
1
108.05
5,585
1
2
0
0
0
47
0
1
2
100.5
3,985
1
0
0
0
0
25
0
1
3
20.15
4,470
2
1
1
0
0
2
0
1
3
72.6
972
1
0
0
1
0
46
1
1
0
59.9
2,441
0
2
0
1
1
55
2
0
3
21
384
2
1
1
0
0
63
0
1
1
109.85
5,522
1
2
0
0
0
62
2
0
2
86.1
4,370
0
2
2
0
0
48
0
1
0
45.3
1,763
0
0
2
0
1
18
0
0
2
78.2
862
1
2
0
0
0
71
2
1
1
86.4
5,033
1
2
0
0
0
35
0
1
0
89.65
2,746
1
0
0
0
0
27
0
1
3
56.7
1,134
0
0
2
0
0
68
2
1
1
92.2
5,154
0
2
2
0
0
3
0
0
3
20.4
5,090
2
1
1
0
0
39
2
0
1
20.7
5,837
2
1
1
0
0
53
1
1
1
94.45
4,273
1
2
0
0
0
28
1
1
0
90.1
2,247
1
0
0
0
1
5
0
1
2
74.65
3,279
1
0
0
0
0
10
0
0
1
19.75
1,706
2
1
1
0
0
50
1
1
3
35.4
1,270
0
2
2
0
0
19
0
1
0
78.7
892
1
0
0
0
0
17
1
1
0
70.35
372
0
0
2
0
0
20
0
1
3
51.8
48
0
0
0
0
0
63
2
0
1
20
382
2
1
1
0
0
72
2
0
0
86.65
5,055
0
2
2
0
0
52
2
1
1
91.6
3,925
1
2
2
0
0
59
2
0
1
19.5
411
2
1
1
0
0
30
1
0
1
64.5
1,528
0
0
0
0
0
19
0
1
2
94.95
1,286
1
0
0
1
0
47
1
1
0
113.45
4,447
1
2
2
0
0
43
1
0
2
44.15
1,533
0
2
0
0
0
57
2
1
0
57.5
2,842
0
2
0
0
0
59
2
0
1
54.15
2,708
0
0
0
0
0
12
0
1
2
84.6
35
1
0
0
0
0
43
1
1
3
56.35
2,030
0
0
0
0
0
64
2
0
1
86.55
4,665
0
2
0
0
0
6
0
0
1
19.85
687
2
1
1
0
0
1
0
1
2
70.3
5,507
1
0
0
1
1
17
2
1
3
25.15
3,515
2
1
1
0
0
60
1
1
2
106
5,181
1
2
0
1
1
72
2
1
1
114.05
6,126
1
2
2
0
0
5
0
1
3
43.25
1,806
0
2
2
0
1
65
2
0
2
109.3
5,688
1
2
2
0
0
6
0
0
2
59.45
3,092
0
0
0
0
0
4
0
1
2
74.4
2,587
0
2
0
0
1
20
0
1
0
105.85
1,874
1
0
0
0
1
61
2
0
3
24.4
769
2
1
1
0
0
65
0
0
0
105.25
5,368
1
0
2
1
1
72
2
1
1
115.55
6,143
1
2
2
0
0
8
0
1
2
105.5
6,129
1
0
0
1
1
12
1
0
3
74.05
6,271
0
2
0
0
1
43
0
1
1
108.15
3,911
1
2
2
1
1
30
0
1
2
40.3
322
0
0
0
1
1
58
0
0
0
80.65
4,062
1
2
0
0
0
46
1
0
3
70.6
2,810
0
2
2
0
0
24
0
1
2
94.1
1,960
1
0
0
0
0
49
1
1
0
51.8
2,195
0
0
0
0
1
4
0
1
2
70.65
2,533
1
0
0
1
0
10
1
0
3
49.55
4,024
0
0
0
0
0
54
0
1
1
55
2,690
0
0
0
0
1
50
2
0
1
39.7
1,535
0
2
0
0
0
48
1
1
3
82.05
3,446
1
0
0
0
1
30
0
0
2
85.15
2,214
1
2
0
0
1
3
0
1
0
64.5
1,295
0
2
2
0
0
1
0
1
2
19.9
1,492
2
1
1
0
1
48
0
0
1
45.55
1,738
0
0
0
0
0
29
0
1
2
66.1
1,514
0
0
2
0
0
3
0
0
3
20
5,091
2
1
1
0
0
14
1
0
1
59.1
5,880
0
2
0
0
0
49
0
0
1
101.55
4,290
1
0
2
1
0
69
2
0
3
19.4
631
2
1
1
0
0
72
2
1
1
53.8
3,376
0
0
2
0
0
66
2
1
1
58.2
3,269
0
2
2
0
0
53
1
0
2
95.95
4,266
1
0
2
0
0