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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
35
1
1
1
20.1
5,179
2
1
1
0
0
30
1
0
0
70.25
1,820
0
2
0
0
0
30
1
0
2
86.45
2,191
1
0
0
0
0
64
1
1
1
100.3
5,271
1
0
2
0
0
71
2
0
1
90.3
5,080
0
2
2
0
0
3
0
1
3
36.85
159
0
2
0
0
1
8
0
1
2
74.85
4,721
1
0
0
0
0
13
0
1
3
99
554
1
2
0
0
1
48
1
0
1
25.05
321
2
1
1
0
0
26
1
1
2
85.2
1,799
1
2
0
0
0
36
1
1
3
76.35
2,256
0
2
2
0
0
50
2
0
1
70.35
3,063
1
0
0
0
0
49
1
1
2
55.35
2,282
0
0
2
0
0
43
1
1
0
100.55
3,665
1
0
0
1
0
8
0
1
3
19.35
939
2
1
1
0
0
2
0
1
1
61.2
456
0
0
2
0
0
53
0
0
2
85.7
3,920
0
2
2
0
0
64
1
1
3
96.9
5,106
1
2
2
0
0
17
0
1
1
55.5
6,406
0
0
2
0
0
53
2
0
1
19.5
98
2
1
1
0
0
1
0
1
3
50.7
4,233
0
0
2
0
0
48
1
1
0
99.7
4,210
1
0
2
0
0
8
0
1
2
38.5
2,868
0
0
2
0
0
10
0
1
2
91.1
6,474
1
2
0
0
0
40
1
0
2
80.8
2,725
1
0
0
0
0
32
2
0
3
73.6
1,951
0
2
2
0
0
41
0
1
2
94.55
3,298
1
0
0
1
0
25
0
1
2
100.25
2,023
1
0
0
0
1
22
0
1
1
89.1
1,550
1
0
0
0
0
72
2
0
1
25.45
1,437
2
1
1
0
0
24
1
0
2
24.6
4,856
2
1
1
0
0
24
0
0
0
60.45
814
0
2
2
0
0
64
0
0
1
74.65
4,110
0
2
0
1
0
3
0
0
3
107.95
2,722
1
0
0
0
0
1
0
1
1
49.8
4,145
0
0
0
0
0
63
0
1
0
109.4
5,536
1
0
2
1
0
13
0
0
3
53.45
5,615
0
2
0
0
0
20
0
1
1
55
308
0
2
2
0
0
54
0
1
2
86.2
3,851
0
2
0
0
0
38
1
0
1
19.6
5,842
2
1
1
0
0
1
0
1
2
69.75
5,451
1
0
0
1
1
67
2
0
2
43.9
2,695
0
2
2
0
0
55
0
1
2
96.8
4,418
1
0
0
0
1
53
1
0
0
64.15
3,026
0
2
2
0
0
29
2
0
3
26.1
5,464
2
1
1
0
0
14
1
0
3
55.7
5,994
0
2
2
0
0
48
1
1
1
60.35
2,498
0
2
2
0
1
48
1
1
3
69.55
2,974
0
2
0
0
0
1
0
1
3
59.55
4,844
0
2
0
0
0
44
1
0
2
24.85
32
2
1
1
0
0
45
0
1
0
95.95
3,783
1
0
0
0
0
56
0
1
2
73.85
3,489
1
0
0
0
1
14
0
1
3
31.1
3,582
0
0
0
0
0
2
0
1
1
71.3
1,021
1
0
0
0
0
36
1
0
1
54.1
1,600
0
2
0
1
0
5
0
0
2
39.5
1,733
0
0
0
0
1
69
2
0
1
61.4
3,469
0
2
2
0
0
62
2
0
3
108.15
5,393
1
2
2
0
0
1
0
0
3
19.9
1,492
2
1
1
0
0
34
0
0
3
65
1,772
0
2
0
0
0
16
0
0
0
80.75
586
1
0
2
0
0
14
2
0
3
18.8
2,206
2
1
1
0
0
49
1
1
2
97.95
4,169
1
2
0
0
0
2
0
1
2
80.25
811
1
0
0
0
1
26
2
1
1
19.15
4,329
2
1
1
0
0
22
0
0
1
95.9
1,869
1
2
2
0
0
33
1
1
3
73.9
2,051
0
2
0
0
1
4
2
0
1
19.5
6,469
2
1
1
0
0
19
2
0
3
19.65
3,099
2
1
1
0
0
57
2
0
3
89.55
4,245
0
2
2
0
0
51
1
0
3
86.35
3,638
1
0
2
0
0
1
0
1
3
44.15
3,737
0
0
0
0
1
3
0
0
2
90.4
2,331
1
0
0
0
0
1
1
1
2
20.2
1,610
2
1
1
0
0
15
1
0
3
45.9
5,469
0
2
2
0
0
52
2
1
1
79.75
3,599
0
2
2
0
0
56
1
0
1
100.3
4,650
1
0
0
0
1
3
0
1
2
76.95
1,918
1
0
0
0
1
26
1
0
1
35.4
6,497
0
0
2
0
0
68
2
1
0
110.8
5,803
1
0
2
0
0
4
0
1
0
50.55
1,991
0
0
2
0
0
72
2
0
1
25.55
1,439
2
1
1
0
0
40
1
1
1
105.95
3,687
1
2
0
0
0
66
0
1
1
99.5
5,391
1
0
0
1
1
1
1
0
1
19.85
1,491
2
1
1
0
0
19
0
1
3
105
1,633
1
2
2
1
0
42
1
1
3
19.55
6,168
2
1
1
0
0
34
0
1
0
97.7
2,955
1
0
0
0
0
1
0
1
2
81.1
6,057
1
0
0
0
1
72
2
0
1
88.7
5,208
0
2
2
0
0
51
1
1
0
19.85
6,524
2
1
1
0
0
55
0
1
2
85.45
4,120
1
0
0
1
1
66
1
1
1
102.45
5,277
1
0
0
0
1
30
0
1
2
90.05
2,275
1
0
0
1
0
34
1
0
3
90.15
2,718
1
2
2
1
0
55
0
1
2
77.75
3,784
1
0
0
0
1
54
2
1
0
95.1
4,284
1
2
0
0
0
57
0
1
2
39.3
1,743
0
0
0
0
1
11
0
1
2
74.35
6,156
1
0
0
0
1
2
0
1
2
19.65
2,696
2
1
1
0
0