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praneeth232
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test

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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
21
1
0
3
64.85
610
0
0
2
0
0
54
2
1
0
97.2
4,319
1
0
0
0
0
1
0
1
2
23.45
1,940
0
0
0
0
1
4
0
1
2
70.2
2,012
1
0
0
0
1
0
2
1
0
61.9
0
0
2
2
0
0
7
0
1
2
69.55
4,365
1
0
0
0
0
32
2
0
3
18.95
5,004
2
1
1
0
0
72
2
1
1
19.8
761
2
1
1
0
0
19
0
1
2
39.65
5,683
0
0
0
0
1
10
1
1
0
19.95
1,808
2
1
1
0
0
21
0
1
2
69.1
873
1
0
0
1
1
45
0
1
2
70.05
2,661
0
2
2
1
0
32
1
0
1
19.8
4,824
2
1
1
1
0
40
1
0
0
105.75
3,609
1
0
2
0
0
47
2
0
3
41.9
1,450
0
2
2
0
0
36
2
1
3
53.1
1,501
0
2
2
0
0
69
1
1
1
105.1
5,636
1
2
2
0
0
71
2
1
1
80.7
4,707
0
2
0
0
0
71
2
1
0
24.65
1,210
2
1
1
0
0
35
1
0
1
53.15
1,532
0
0
2
0
0
3
0
0
3
54.65
1,467
0
0
0
0
0
72
2
0
1
109.7
5,960
1
2
0
1
0
72
2
1
1
90.6
5,182
0
2
2
0
0
68
1
1
1
73
4,336
0
0
2
0
0
42
1
1
2
54.75
1,984
0
2
2
0
0
21
1
0
0
20.5
3,649
2
1
1
1
0
8
0
1
2
92.1
5,658
1
0
0
1
1
10
0
0
2
75.3
5,626
1
0
2
1
0
71
2
1
1
106.75
5,655
1
0
2
0
0
46
1
1
0
91.3
3,520
1
0
0
1
0
3
0
1
2
80
2,055
1
2
0
0
0
12
0
1
2
91.3
188
1
0
0
1
1
26
1
0
0
47.85
355
0
0
2
0
0
3
0
1
3
50.15
1,058
0
0
2
0
0
49
2
1
0
74.45
3,206
0
2
0
0
0
33
2
0
0
80.6
2,299
1
2
0
0
0
42
0
1
2
94.4
3,430
1
0
2
0
0
31
1
1
0
75.25
1,979
0
2
2
0
0
68
1
1
1
107.15
5,702
1
2
0
1
0
66
1
1
2
116.25
5,943
1
2
2
1
0
58
1
1
2
19.55
208
2
1
1
0
0
35
2
0
3
20.1
5,235
2
1
1
0
0
1
0
0
0
20.2
1,610
2
1
1
0
0
40
0
0
1
74.8
2,569
1
0
0
0
0
13
0
1
2
76.2
6,503
0
2
2
0
0
57
0
0
2
55.7
2,756
0
2
2
0
0
1
0
0
2
75.3
5,769
1
0
0
0
1
1
0
1
3
45.7
3,822
0
0
0
0
1
46
2
0
1
54.35
2,112
0
2
0
0
1
40
0
1
1
94.55
3,144
1
0
0
1
1
21
1
0
3
77.5
1,096
0
2
2
0
1
6
0
1
0
98.15
4,685
1
2
2
0
1
59
2
1
3
111.1
5,239
1
2
2
0
0
15
0
1
1
58.6
6,416
0
2
0
0
1
27
0
1
3
94.55
2,369
1
0
0
0
1
71
1
1
0
116.3
6,140
1
2
2
0
0
45
0
1
1
89.3
3,585
1
0
0
0
0
4
0
0
3
20.7
5,663
2
1
1
0
0
1
0
1
3
19.6
1,486
2
1
1
0
1
47
0
1
2
99.35
4,019
1
0
0
0
1
34
0
1
2
49.8
1,243
0
0
0
0
0
18
1
1
1
54.4
6,459
0
2
0
0
0
8
1
0
0
54.25
3,793
0
2
2
0
0
7
1
1
1
35.5
2,135
0
2
0
0
0
5
0
1
2
84.5
3,857
1
0
2
0
1
39
1
0
2
59.3
1,840
0
2
0
0
0
29
0
1
3
20.65
5,231
2
1
1
0
0
1
0
0
3
55.2
4,560
0
0
0
0
1
31
0
0
1
25
5,957
0
0
0
0
0
2
0
0
3
24.3
3,257
0
0
0
0
0
63
1
0
1
70.8
3,774
0
2
2
0
0
20
0
0
2
78.8
1,117
1
0
0
0
0
71
2
1
1
83.3
4,836
0
2
0
0
0
66
2
1
0
61.15
3,435
0
0
2
0
0
8
0
1
3
45.15
3,721
0
0
0
0
1
2
0
1
2
96
1,255
1
0
0
0
1
3
0
0
3
35.1
20
0
2
2
0
0
47
2
0
1
20.25
63
2
1
1
0
0
2
0
1
2
49.25
6,323
0
0
0
0
1
1
0
0
2
74
5,713
1
2
0
0
0
7
1
0
3
20.25
526
2
1
1
0
0
69
2
1
2
105
5,660
1
0
0
0
0
5
0
0
2
105.3
4,570
1
0
0
0
0
71
2
0
3
19.6
767
2
1
1
0
0
1
0
1
1
74.3
5,717
1
0
0
0
1
14
0
1
1
89.65
380
1
2
0
0
1
29
0
0
1
19.35
4,922
2
1
1
0
0
56
2
1
1
81.8
3,861
0
2
0
0
0
6
0
1
2
95.75
4,731
1
0
0
1
1
1
0
0
2
40.2
3,414
0
0
0
1
1
46
1
0
0
90.95
3,613
1
2
0
0
0
20
0
1
0
108.2
1,836
1
2
2
0
0
20
0
1
1
85.8
1,233
1
0
0
1
1
37
0
1
2
76.25
2,458
1
0
0
1
1
24
2
1
3
19.7
4,186
2
1
1
0
0
29
0
0
1
94.65
2,293
1
0
2
0
1
21
0
1
0
104.4
1,831
1
0
2
0
1
19
0
0
2
103.3
1,642
1
2
0
0
1
54
2
0
2
80.6
3,656
0
2
2
0
0
2
1
0
1
19.3
2,426
2
1
1
0
1
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