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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
17
1
0
3
20.15
3,059
2
1
1
0
0
41
0
1
0
55.7
1,871
0
0
0
0
0
7
0
1
2
48.2
2,946
0
0
2
1
0
26
0
1
2
80.5
1,717
1
2
0
0
1
10
0
1
3
51.65
4,393
0
0
2
0
0
57
2
0
1
53.35
2,686
0
2
0
0
0
35
0
0
3
61
1,752
0
0
2
0
0
28
0
1
2
80.6
1,879
1
0
0
0
0
72
2
1
0
109.75
5,989
1
2
0
1
0
27
0
1
0
84.8
1,945
0
2
0
1
0
67
2
1
3
20.8
755
2
1
1
0
0
11
0
0
3
20.35
1,767
2
1
1
0
0
69
1
1
0
104.7
5,630
1
2
0
0
1
52
0
0
0
98.15
4,221
1
0
2
0
0
52
1
1
1
81.4
3,701
0
2
2
0
0
24
1
0
3
20.15
3,885
2
1
1
0
0
12
2
1
2
20.05
2,286
2
1
1
0
0
1
0
1
0
44.35
3,740
0
0
0
0
1
15
2
0
3
19.35
2,409
2
1
1
0
0
9
0
0
2
94.4
6,234
1
0
0
0
1
18
0
1
2
88.85
1,049
1
2
0
0
0
66
2
1
1
25.15
1,178
2
1
1
0
0
46
1
0
3
56.9
2,218
0
2
2
0
0
2
0
1
2
74.4
711
1
0
2
0
1
17
1
0
2
86.75
751
1
2
0
0
0
47
1
0
2
40.3
1,335
0
2
2
0
0
63
2
0
1
108.5
5,495
1
0
2
1
0
1
0
1
3
20.3
1,612
2
1
1
0
1
70
2
0
2
66
4,133
0
2
2
0
0
38
0
0
3
20.45
5,924
2
1
1
0
0
58
1
1
1
24.5
896
2
1
1
0
0
60
1
0
2
64.75
3,453
0
2
2
0
0
68
2
1
2
88.15
5,017
0
2
2
0
0
48
1
1
0
60.6
2,581
0
2
2
0
0
35
0
1
2
106.9
3,227
1
2
2
0
0
71
2
1
3
80.1
4,623
0
2
2
0
0
55
2
0
3
56.8
2,707
0
2
2
0
0
42
0
1
2
100.3
3,606
1
2
0
0
0
56
0
1
1
96.95
4,514
1
2
0
0
0
40
1
0
1
62.05
2,172
0
0
2
0
0
72
2
1
1
84.8
5,012
1
2
2
1
0
32
0
1
0
91.05
2,551
1
0
0
0
1
35
0
0
1
85.3
2,520
1
2
0
0
1
58
0
1
1
102.1
4,829
1
2
0
0
1
45
2
0
3
73.55
2,905
0
2
2
0
0
20
0
0
2
82.4
1,047
1
0
2
0
1
3
0
1
3
69.6
1,694
1
0
0
0
0
68
2
1
0
89.05
5,037
0
2
2
0
0
9
0
1
2
74.65
5,533
0
0
2
0
1
36
0
1
0
74.9
2,311
1
0
0
1
0
37
0
1
1
40.2
877
0
0
0
0
0
1
0
0
3
70.85
5,518
1
0
0
1
1
72
1
1
1
104.45
5,750
1
0
0
0
0
1
0
1
3
80.2
6,016
1
0
0
0
1
55
0
0
2
55.7
2,724
0
0
2
0
0
28
1
0
3
54.35
790
0
2
2
0
0
52
2
1
0
58.75
2,640
0
0
2
0
0
1
0
0
2
44
3,734
0
0
0
1
0
42
1
0
1
80.45
2,930
0
2
2
0
0
49
0
1
0
95.4
3,915
1
0
0
0
0
26
1
1
0
95.85
2,125
1
2
2
0
0
35
2
0
1
19.7
5,671
2
1
1
0
0
1
0
0
0
45.25
3,815
0
0
0
1
0
52
0
0
1
108.1
4,810
1
0
2
1
0
72
2
1
1
110.65
6,046
1
0
2
0
0
45
0
1
3
84.55
3,202
1
0
2
0
0
41
0
1
2
104.7
3,693
1
0
0
0
1
54
2
0
0
87.1
4,004
0
2
2
0
0
22
0
0
3
40.05
6,285
0
0
2
1
1
72
2
0
0
92
5,198
0
2
2
0
0
14
0
0
1
80.45
266
0
2
0
0
0
63
2
0
3
19.25
434
2
1
1
0
0
7
2
0
3
19.45
1,127
2
1
1
0
0
72
2
0
0
109.2
5,946
1
2
0
0
0
7
0
0
2
48.7
2,945
0
0
0
0
1
1
0
1
2
44.75
3,747
0
0
0
0
0
16
0
1
1
74.55
318
1
2
0
0
0
14
0
1
1
59.8
6,108
0
0
0
0
0
1
0
1
2
70.6
5,513
1
0
0
0
1
60
1
1
2
44.45
2,405
0
0
2
0
0
1
0
1
2
71
5,564
1
0
0
1
1
45
2
0
1
75.15
3,018
0
2
2
1
0
1
0
1
3
45.7
3,822
0
0
0
0
1
72
1
1
2
109.25
6,068
1
2
0
0
1
6
1
0
3
19.45
250
2
1
1
0
0
1
0
1
2
55.25
4,561
0
0
0
0
0
19
0
1
2
56.2
186
0
0
0
0
0
24
2
0
2
64.35
998
0
0
2
0
0
64
2
1
0
76.1
4,069
0
2
0
0
0
17
0
1
1
90.95
1,074
1
0
0
0
0
8
0
0
3
44.45
3,183
0
0
0
0
0
24
0
1
3
20.3
3,899
2
1
1
1
0
11
0
0
3
20.25
1,705
2
1
1
0
0
40
0
0
1
56.6
2,015
0
0
0
0
0
36
2
0
1
25.1
6,400
2
1
1
0
0
71
2
1
2
108.05
5,788
1
2
2
0
1
7
0
1
3
19.4
1,172
2
1
1
0
0
3
0
1
2
77.4
1,685
0
0
2
0
0
38
1
0
3
20.05
5,361
2
1
1
0
0
0
2
0
3
25.75
0
2
1
1
0
0