customerID
stringlengths
6
10
gender
stringclasses
2 values
SeniorCitizen
float64
0
1
Partner
stringclasses
2 values
Dependents
stringclasses
2 values
tenure
float64
1
72
PhoneService
stringclasses
2 values
MultipleLines
stringclasses
3 values
InternetService
stringclasses
3 values
OnlineSecurity
stringclasses
3 values
OnlineBackup
stringclasses
3 values
Churn
int64
0
1
Cust_9401
Female
0
null
No
42
Yes
No
Fiber optic
No
No internet service
1
Cust_9402
Female
0
No
No
12
Yes
No
DSL
No
No internet service
0
Cust_9403
Male
0
No
null
64
Yes
No
null
No
No internet service
1
Cust_9404
Male
1
Yes
No
58
null
No phone service
null
No internet service
No internet service
1
Cust_9405
Female
1
No
No
51
No
No
DSL
No
No
0
Cust_9406
Male
1
Yes
Yes
29
Yes
Yes
Fiber optic
No
Yes
1
Cust_9407
Female
0
No
No
19
null
Yes
No
No internet service
No
0
Cust_9408
null
0
No
No
45
null
No
Fiber optic
No
No
0
Cust_9409
Male
0
Yes
Yes
54
Yes
No phone service
No
Yes
Yes
1
Cust_9410
Female
1
Yes
No
66
Yes
No phone service
Fiber optic
No internet service
No
0
Cust_9411
Male
1
null
No
72
No
Yes
DSL
Yes
Yes
1
Cust_9412
Male
1
Yes
Yes
13
Yes
No phone service
Fiber optic
null
No
1
Cust_9413
Male
1
No
No
65
No
No
Fiber optic
No
No internet service
1
Cust_9414
Female
1
null
No
12
Yes
No phone service
DSL
null
No
1
Cust_9415
Male
0
Yes
Yes
71
No
No phone service
DSL
No
null
1
Cust_9416
Male
1
Yes
Yes
14
Yes
null
Fiber optic
No internet service
No
1
Cust_9417
Female
1
null
null
42
Yes
Yes
null
null
No
1
Cust_9418
Female
1
No
No
48
No
Yes
Fiber optic
No internet service
No
1
Cust_9419
null
0
Yes
No
24
No
No phone service
null
null
Yes
1
Cust_9420
Female
1
No
Yes
65
null
null
Fiber optic
No internet service
No internet service
0
Cust_9421
null
1
No
No
null
No
Yes
No
No internet service
No internet service
1
Cust_9422
Male
1
Yes
No
38
No
No phone service
No
No
Yes
1
Cust_9423
Male
0
Yes
Yes
28
No
null
null
Yes
Yes
0
Cust_9424
Female
0
Yes
No
33
No
No phone service
DSL
No internet service
No
0
Cust_9425
Female
1
Yes
No
null
No
No
DSL
null
No
0
Cust_9426
Male
1
No
No
70
Yes
No
No
No
No
1
Cust_9427
Female
1
Yes
Yes
4
Yes
No phone service
No
No internet service
null
1
Cust_9428
Female
1
No
Yes
33
Yes
Yes
No
Yes
No
0
Cust_9429
null
0
No
No
10
No
No phone service
DSL
Yes
Yes
1
Cust_9430
Male
1
No
No
36
No
No
DSL
No internet service
null
0
Cust_9431
Female
0
No
Yes
31
Yes
Yes
DSL
No internet service
Yes
0
Cust_9432
Female
1
Yes
No
4
No
null
No
No internet service
No internet service
1
Cust_9433
Female
0
No
Yes
8
Yes
No
No
Yes
Yes
0
Cust_9434
Male
null
null
Yes
27
No
No
Fiber optic
Yes
No
1
Cust_9435
Male
null
No
Yes
36
No
null
Fiber optic
No
null
1
Cust_9436
Male
0
Yes
Yes
9
No
Yes
DSL
No
No
1
Cust_9437
Male
1
No
Yes
43
No
No phone service
null
Yes
No
0
Cust_9438
Male
0
No
null
24
Yes
Yes
Fiber optic
No
No
1
Cust_9439
Female
0
Yes
Yes
37
Yes
No phone service
DSL
Yes
No
1
Cust_9440
Female
1
Yes
No
41
Yes
No phone service
No
No
No
1
Cust_9441
Female
1
Yes
No
26
No
Yes
Fiber optic
No internet service
No internet service
0
Cust_9442
Male
0
Yes
No
4
null
No phone service
No
Yes
No internet service
0
Cust_9443
Male
0
No
Yes
1
Yes
Yes
Fiber optic
No
No
0
Cust_9444
Male
1
No
No
null
Yes
null
Fiber optic
No internet service
null
0
Cust_9445
Female
1
No
No
45
Yes
null
DSL
No
Yes
0
Cust_9446
Male
1
null
No
69
Yes
No phone service
null
No
No internet service
0
Cust_9447
null
0
No
Yes
52
Yes
No
No
No internet service
No internet service
0
Cust_9448
Female
1
Yes
No
64
No
No phone service
No
No internet service
No
1
Cust_9449
Male
1
Yes
Yes
21
No
No phone service
No
Yes
Yes
0
Cust_9450
null
0
No
Yes
72
No
No phone service
DSL
No
Yes
0
Cust_9451
null
1
null
null
25
null
Yes
No
No internet service
No
0
Cust_9452
Male
1
No
No
67
Yes
No
DSL
No
Yes
0
Cust_9453
Female
1
No
Yes
26
Yes
No
Fiber optic
No internet service
No internet service
1
Cust_9454
null
1
Yes
Yes
27
No
Yes
No
Yes
No
0
Cust_9455
Female
0
No
No
52
Yes
No phone service
DSL
No internet service
Yes
1
Cust_9456
Female
1
Yes
No
63
Yes
No phone service
Fiber optic
No
Yes
0
Cust_9457
Female
1
No
No
45
Yes
Yes
No
No
No internet service
0
Cust_9458
Female
1
Yes
No
58
No
No
No
null
No
1
Cust_9459
null
null
No
No
38
null
Yes
DSL
Yes
No internet service
0
Cust_9460
Male
1
No
Yes
35
No
Yes
Fiber optic
No internet service
null
0
Cust_9461
null
1
Yes
Yes
46
No
No phone service
Fiber optic
No internet service
No
0
Cust_9462
null
0
No
Yes
71
Yes
Yes
Fiber optic
No
No internet service
1
Cust_9463
Female
0
No
Yes
3
No
Yes
Fiber optic
No internet service
No internet service
0
Cust_9464
Male
0
Yes
Yes
6
No
Yes
No
null
No
1
Cust_9465
Female
1
Yes
No
13
No
No phone service
Fiber optic
No internet service
Yes
0
Cust_9466
null
1
Yes
Yes
46
No
No phone service
DSL
Yes
No
1
Cust_9467
Male
1
No
No
33
No
No
DSL
No
No internet service
0
Cust_9468
Male
0
null
Yes
62
Yes
null
No
No internet service
No internet service
0
Cust_9469
Male
1
Yes
Yes
63
Yes
No
DSL
Yes
No
1
Cust_9470
Male
null
null
No
56
No
No phone service
No
No internet service
No
1
Cust_9471
Female
1
No
Yes
39
No
No
Fiber optic
Yes
No
0
Cust_9472
null
1
Yes
null
60
No
Yes
null
Yes
No
0
Cust_9473
null
0
null
Yes
24
No
No
Fiber optic
Yes
No internet service
1
Cust_9474
Male
0
No
Yes
50
No
Yes
DSL
No internet service
No
1
Cust_9475
Female
0
Yes
No
33
No
No
No
Yes
No
0
Cust_9476
Male
0
No
Yes
7
No
No phone service
Fiber optic
No internet service
No internet service
0
Cust_9477
Male
0
No
Yes
46
Yes
Yes
No
Yes
null
1
Cust_9478
Male
0
null
Yes
62
No
null
Fiber optic
Yes
No internet service
0
Cust_9479
Female
1
No
Yes
1
Yes
No phone service
No
No internet service
No
1
Cust_9480
Male
0
No
Yes
65
Yes
Yes
No
No internet service
No
0
Cust_9481
Female
1
null
Yes
45
No
No
No
No internet service
Yes
0
Cust_9482
Female
1
Yes
Yes
55
Yes
No phone service
No
No
No
0
Cust_9483
Male
1
Yes
Yes
66
null
Yes
Fiber optic
null
Yes
0
Cust_9484
Male
1
No
No
67
Yes
No phone service
Fiber optic
null
No
0
Cust_9485
Female
null
Yes
No
54
Yes
Yes
No
Yes
No internet service
1
Cust_9486
Female
null
No
No
63
No
Yes
No
Yes
Yes
1
Cust_9487
Female
0
No
Yes
54
Yes
No phone service
DSL
Yes
Yes
1
Cust_9488
Female
0
No
Yes
52
null
Yes
Fiber optic
No internet service
No internet service
0
Cust_9489
Female
1
No
No
54
Yes
No
Fiber optic
No
null
1
Cust_9490
Female
0
Yes
No
null
Yes
No
Fiber optic
Yes
No
0
Cust_9491
Male
1
No
No
37
No
Yes
Fiber optic
No internet service
Yes
0
Cust_9492
Female
1
Yes
No
null
Yes
null
DSL
No
No internet service
0
Cust_9493
Female
1
Yes
Yes
59
No
No
No
null
No
0
Cust_9494
Female
1
No
No
20
null
Yes
No
No internet service
Yes
1
Cust_9495
Female
0
null
Yes
32
No
Yes
No
Yes
No
0
Cust_9496
null
0
null
No
71
No
No phone service
DSL
No
Yes
0
Cust_9497
Male
0
Yes
Yes
44
Yes
null
DSL
Yes
No internet service
1
Cust_9498
Female
0
No
Yes
66
null
No
No
Yes
Yes
0
Cust_9499
Female
0
null
Yes
55
Yes
No
DSL
Yes
No internet service
1
Cust_9500
Female
null
No
Yes
16
Yes
No phone service
DSL
Yes
No
1