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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
16
1
0
0
20.1
2,762
2
1
1
0
0
51
0
1
1
30.05
953
0
0
0
0
0
71
2
0
2
90.1
5,103
0
2
2
0
0
54
1
1
1
70.15
3,203
0
0
0
0
1
1
0
1
2
49.3
4,139
0
2
0
0
0
26
0
1
1
54.75
744
0
0
0
0
0
8
0
0
0
20.15
1,005
2
1
1
0
1
12
0
0
3
20.3
2,111
2
1
1
0
0
5
0
1
2
74.35
2,897
1
0
0
1
1
69
2
1
1
54.95
3,238
0
0
0
0
0
46
0
1
2
98.85
3,887
1
0
0
1
0
46
0
0
0
96.05
3,733
1
0
0
0
1
9
0
1
0
95.9
6,120
1
2
0
0
0
53
1
1
0
111.8
4,787
1
2
0
0
0
41
0
1
2
40.35
1,163
0
0
0
0
0
41
2
0
3
20
6,062
2
1
1
0
0
68
0
0
2
44.95
2,677
0
2
0
0
0
36
2
0
0
31.05
240
0
0
2
0
0
47
2
1
3
65
2,487
0
2
2
0
0
4
0
1
2
49.4
1,397
0
0
2
0
1
61
2
1
0
81
4,209
0
2
0
0
0
36
0
1
2
84.1
2,625
1
0
0
1
1
1
0
0
3
20.5
1,616
2
1
1
0
0
14
0
1
2
78.95
199
1
0
0
1
1
50
1
0
2
108.55
4,647
1
2
2
0
1
27
0
1
1
85.2
1,769
1
2
0
0
0
23
1
0
3
20.45
4,065
2
1
1
0
0
3
0
0
3
75
1,718
1
0
0
0
1
36
1
1
0
104.8
3,324
1
0
0
0
0
24
0
1
1
75.4
1,268
1
0
0
0
1
65
0
1
2
105.5
5,491
1
0
0
0
1
31
1
1
2
50.05
947
0
0
0
0
0
63
2
1
1
80.3
4,222
0
2
2
0
0
67
1
0
1
60.5
3,311
0
2
2
0
0
58
2
0
1
24.35
781
2
1
1
0
0
15
0
0
2
105.1
1,035
1
2
2
0
1
16
0
1
3
80.55
452
1
0
0
0
0
1
0
1
2
45.6
3,820
0
0
0
0
1
8
0
1
0
65.5
4,729
0
0
2
0
0
2
0
1
2
70.7
925
1
0
0
0
1
71
2
0
0
89.9
5,124
0
2
2
0
0
4
1
0
3
19.95
5,376
2
1
1
0
0
68
2
0
0
82.85
4,766
0
2
2
0
0
15
1
0
3
56.15
6,403
0
0
0
0
0
13
0
1
1
52.1
5,319
0
0
2
0
0
42
0
0
1
20.35
6,266
2
1
1
0
0
4
0
0
2
44.8
1,188
0
0
0
0
0
50
0
1
0
109.65
4,496
1
2
2
0
0
4
0
1
3
57.2
1,864
0
0
2
0
0
2
0
0
3
51.55
115
0
0
0
0
0
46
2
0
3
19.4
6,478
2
1
1
0
0
58
1
1
2
104.65
5,051
1
2
0
0
1
17
1
0
1
44.45
5,984
0
0
2
0
0
21
2
0
3
19.6
3,393
2
1
1
0
0
2
0
1
2
95.15
1,567
1
0
0
0
1
68
2
1
1
85
4,642
0
2
2
0
0
28
0
1
2
110.85
2,784
1
2
0
1
0
40
0
1
2
26.2
149
2
1
1
0
0
8
1
1
0
20.2
732
2
1
1
0
0
35
0
1
2
75.2
2,232
1
0
0
0
1
5
0
1
2
64.35
3,051
0
2
2
0
0
14
0
0
3
19.95
2,330
2
1
1
0
0
6
0
0
3
50.05
2,489
0
2
0
0
0
67
2
0
0
65.55
3,705
0
0
2
0
0
63
1
1
0
84
4,453
0
2
2
1
0
8
0
1
2
84.9
5,846
1
0
0
0
1
5
0
1
2
53.8
2,445
0
0
2
0
0
6
0
1
2
82.85
3,910
1
0
0
0
1
49
0
1
0
93.85
4,003
1
0
2
0
0
61
1
0
1
19.1
273
2
1
1
0
0
1
0
1
2
70.1
5,503
1
0
0
0
1
10
0
1
1
20
1,586
2
1
1
0
0
72
2
1
1
117.15
6,219
1
2
2
0
0
53
1
0
0
77.4
3,552
0
2
2
0
0
9
0
0
3
70.05
5,246
1
0
0
0
0
1
0
1
3
20.25
1,611
2
1
1
0
1
4
0
1
2
20.2
4,566
2
1
1
0
0
22
0
1
2
20.55
3,972
2
1
1
0
0
34
0
1
2
100.05
3,017
1
0
0
0
1
5
0
1
2
89.35
3,914
1
2
0
0
1
5
0
0
1
19.85
156
2
1
1
0
1
56
1
0
2
24.3
479
2
1
1
0
0
11
0
1
1
79.15
6,121
1
0
0
1
0
33
1
1
3
58.45
1,557
0
0
2
0
0
58
2
1
2
86.1
4,132
0
0
2
0
0
34
0
1
2
75.55
2,074
1
0
0
1
0
65
2
0
0
26.5
1,195
2
1
1
0
0
2
0
1
2
44.15
6,370
0
0
0
1
1
17
0
0
0
81.5
599
1
0
0
1
1
63
1
1
0
40.6
2,239
0
2
2
0
0
72
2
0
3
24.9
1,426
2
1
1
0
0
43
0
1
0
92.55
3,451
1
0
0
0
0
72
2
0
0
113.4
6,085
1
2
2
0
0
6
0
0
3
19.7
250
2
1
1
0
0
1
0
1
3
25
2,147
2
1
1
0
0
26
0
1
2
60.05
1,081
0
2
0
0
1
72
2
1
2
95.1
5,406
1
0
2
0
0
56
1
1
2
111.95
5,169
1
2
0
1
1
1
0
0
3
20.25
1,611
2
1
1
0
1
17
0
1
2
102.55
1,259
1
0
0
0
0