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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
0
2
69.35
2,260
1
0
0
1
0
72
2
0
1
90.95
5,290
0
2
2
0
0
48
2
1
3
20.05
75
2
1
1
0
0
26
1
1
1
20.65
4,877
2
1
1
0
0
15
0
0
3
19.8
2,363
2
1
1
0
0
15
0
1
0
83.2
254
1
0
0
0
0
64
1
1
1
102.45
5,291
1
2
0
0
0
71
2
1
2
111.25
6,005
1
2
0
0
0
63
1
0
0
68.8
3,504
0
2
2
0
0
1
0
1
3
19.9
1,492
2
1
1
0
0
64
1
1
0
104.4
5,332
1
2
2
0
0
45
0
1
2
75.95
2,848
0
0
2
0
0
4
0
0
3
19.6
6,392
2
1
1
0
0
31
0
1
2
89.9
2,433
1
0
0
0
1
68
2
1
0
110
5,833
1
2
0
0
1
25
0
0
0
81.75
1,660
0
2
2
0
0
72
2
0
0
24.75
1,294
2
1
1
0
0
36
1
0
2
55.8
1,546
0
0
0
0
0
1
0
0
2
44
3,734
0
0
0
0
0
0
2
0
3
25.35
0
2
1
1
0
0
25
2
0
1
19.8
4,022
2
1
1
0
0
8
1
1
3
19.2
1,070
2
1
1
0
0
37
1
0
0
75.1
2,309
0
0
2
0
0
4
0
1
2
94.75
3,601
1
0
0
1
0
28
1
1
0
82.85
1,959
1
0
2
0
0
37
2
0
2
45.4
1,048
0
2
2
0
0
8
0
1
1
20.45
1,085
2
1
1
0
0
1
0
1
3
48.75
4,053
0
0
2
0
0
25
0
0
1
20.05
3,989
2
1
1
0
0
26
0
1
2
98.35
2,176
1
0
0
0
1
9
0
1
2
80.85
5,781
1
0
0
1
1
21
0
1
2
102.8
1,741
1
2
0
0
1
19
0
1
2
79.85
871
1
0
0
1
1
18
0
0
3
33.6
4,569
0
0
2
0
0
32
0
1
1
108.15
2,973
1
2
2
0
1
23
0
1
0
34.65
5,860
0
0
0
1
0
55
1
1
1
75
3,597
0
2
2
0
0
43
2
0
0
26.45
212
2
1
1
0
0
2
0
1
2
44.7
6,394
0
0
0
1
1
5
0
1
2
82.75
3,566
1
2
0
0
0
14
2
1
0
61.4
6,082
0
0
2
0
0
4
0
1
2
61.3
2,134
0
2
0
0
0
4
0
0
3
44.55
1,828
0
0
0
0
0
12
0
0
3
20.1
1,863
2
1
1
0
0
68
1
0
1
86.45
4,757
1
0
0
0
0
10
0
1
2
85.6
6,079
1
0
0
0
1
53
1
1
0
94.85
4,239
1
0
0
0
1
66
1
0
2
89
4,839
1
2
2
0
0
27
0
1
1
19.4
3,910
2
1
1
0
0
34
0
1
3
79.6
2,357
1
0
0
1
1
11
0
1
1
84.8
6,337
1
0
0
1
1
64
2
0
3
25.55
1,217
2
1
1
0
0
13
0
1
3
81.9
60
1
0
0
0
0
3
0
0
0
20.2
4,231
2
1
1
0
0
24
0
1
2
89.55
1,802
1
0
0
0
0
69
2
1
1
61.45
3,524
0
0
0
0
0
20
0
1
0
95.5
1,519
1
2
0
0
0
48
0
1
2
44.8
1,734
0
0
2
0
0
13
0
1
2
54.45
5,549
0
2
2
0
1
5
0
1
2
85.55
3,483
1
0
0
1
0
5
0
0
1
69.95
2,781
1
0
0
0
0
1
0
0
2
74.3
5,717
1
0
0
1
0
30
0
1
2
94.4
2,451
1
0
2
0
1
13
0
0
2
100.75
575
1
2
0
0
0
61
1
0
0
93.7
4,817
1
2
2
0
0
4
0
0
1
20.45
6,102
2
1
1
0
0
10
0
0
1
55.2
4,416
0
2
0
0
1
40
1
0
0
63.9
2,283
0
0
0
0
0
43
0
0
0
66.25
2,510
0
2
2
0
0
1
0
1
2
29.85
2,505
0
0
0
0
0
9
0
1
3
69.5
5,224
0
2
2
0
0
1
0
1
2
69.85
5,453
1
0
0
1
1
19
1
0
1
20.25
3,279
2
1
1
0
0
9
0
1
1
75.2
5,116
1
0
0
0
0
9
0
1
2
81.15
5,928
1
0
2
0
0
18
1
0
0
20.05
2,986
2
1
1
0
0
67
1
1
0
105.7
5,387
1
0
0
0
0
13
1
0
2
43.8
4,856
0
0
0
0
0
5
0
1
2
70.05
2,993
0
0
0
0
1
33
0
1
0
109.9
3,188
1
2
2
1
0
62
2
1
3
65.1
3,291
0
2
2
0
0
72
2
1
0
100.55
5,682
1
2
2
0
0
8
0
0
0
84.5
5,278
1
0
0
0
1
1
0
0
2
46
3,904
0
0
0
1
1
44
0
1
1
95.1
3,472
1
2
2
0
0
17
1
1
0
96.65
1,039
1
0
0
0
0
30
0
1
2
100.05
2,647
1
0
0
0
1
69
2
1
0
26
1,336
2
1
1
0
0
23
0
0
1
49.7
162
0
0
0
0
0
2
0
1
3
86.2
1,309
1
0
0
0
1
3
0
0
2
45
496
0
0
0
1
1
30
1
0
1
74.65
1,944
0
2
2
0
0
1
0
1
0
43.85
3,660
0
0
0
0
0
8
0
1
1
100.15
6,340
1
2
0
1
0
59
1
1
1
82.95
4,153
1
0
2
1
0
7
0
1
3
51.3
3,580
0
0
0
1
0
37
0
1
2
95.15
3,062
1
0
0
0
0
49
1
1
1
109.2
4,423
1
0
2
0
0
26
0
0
0
81.9
1,703
0
2
0
0
0
1
0
0
2
79.55
5,969
1
0
0
0
1