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_8501
Female
1
No
Yes
null
No
Yes
No
null
Yes
1
Cust_8502
Male
1
Yes
No
27
Yes
Yes
No
No
Yes
0
Cust_8503
Female
1
Yes
Yes
40
No
null
No
No
No
0
Cust_8504
Male
0
No
No
41
Yes
No phone service
DSL
No
null
0
Cust_8505
null
0
Yes
Yes
70
Yes
null
Fiber optic
Yes
No
1
Cust_8506
Male
0
Yes
No
24
No
Yes
Fiber optic
No internet service
No
1
Cust_8507
Female
1
No
No
18
Yes
Yes
No
No internet service
Yes
1
Cust_8508
null
0
No
Yes
56
No
No phone service
DSL
Yes
Yes
0
Cust_8509
Female
0
Yes
No
15
No
No
DSL
No
No internet service
0
Cust_8510
Male
1
Yes
No
72
Yes
Yes
DSL
No internet service
null
0
Cust_8511
Female
0
No
Yes
35
Yes
No
Fiber optic
No
No internet service
0
Cust_8512
Female
null
No
Yes
null
No
Yes
null
No
Yes
1
Cust_8513
Male
1
No
Yes
3
No
No
No
Yes
No
1
Cust_8514
Male
1
No
Yes
21
Yes
Yes
Fiber optic
Yes
No internet service
0
Cust_8515
Female
0
null
Yes
39
No
null
null
No
No internet service
1
Cust_8516
Female
0
No
Yes
32
null
Yes
Fiber optic
No internet service
No internet service
0
Cust_8517
Female
0
No
Yes
50
Yes
Yes
Fiber optic
No
Yes
1
Cust_8518
Female
1
No
Yes
null
No
No
Fiber optic
No internet service
Yes
0
Cust_8519
Male
1
null
No
50
Yes
No
No
No
No internet service
1
Cust_8520
Male
1
Yes
Yes
1
No
No phone service
Fiber optic
No
Yes
1
Cust_8521
Male
0
Yes
No
4
No
No phone service
No
null
null
1
Cust_8522
Female
0
No
Yes
4
Yes
No phone service
Fiber optic
null
No internet service
0
Cust_8523
null
0
Yes
Yes
null
null
null
No
Yes
No internet service
1
Cust_8524
Male
0
No
Yes
null
Yes
No
DSL
No
No
0
Cust_8525
Male
0
Yes
Yes
null
null
null
DSL
No internet service
No internet service
1
Cust_8526
Female
1
null
No
32
null
Yes
DSL
Yes
No
1
Cust_8527
Female
0
No
No
41
No
No
No
No internet service
No
0
Cust_8528
Male
1
Yes
Yes
71
No
Yes
null
Yes
No internet service
1
Cust_8529
Male
1
No
null
null
No
No phone service
null
No internet service
Yes
0
Cust_8530
Male
0
null
Yes
63
No
No phone service
No
No
No
1
Cust_8531
Female
1
Yes
No
61
Yes
No phone service
No
No internet service
null
1
Cust_8532
Female
0
Yes
Yes
14
Yes
No
DSL
No
No
1
Cust_8533
Female
0
Yes
No
23
Yes
Yes
No
Yes
Yes
0
Cust_8534
Female
1
Yes
No
null
No
Yes
Fiber optic
null
null
0
Cust_8535
Female
0
Yes
null
32
Yes
No
DSL
Yes
null
0
Cust_8536
Female
0
Yes
Yes
null
No
No phone service
Fiber optic
Yes
Yes
1
Cust_8537
Male
1
Yes
No
26
Yes
No phone service
DSL
No
No
0
Cust_8538
Male
1
Yes
Yes
48
Yes
No
No
No internet service
No
1
Cust_8539
Female
1
No
null
16
Yes
Yes
No
No
Yes
0
Cust_8540
Male
1
No
Yes
31
Yes
Yes
No
No internet service
No internet service
0
Cust_8541
Female
1
Yes
Yes
66
No
Yes
DSL
null
No
1
Cust_8542
Male
null
No
Yes
32
No
Yes
DSL
Yes
No
0
Cust_8543
Female
0
No
No
10
Yes
null
No
No internet service
No
0
Cust_8544
Male
0
Yes
No
25
null
No phone service
DSL
null
No
1
Cust_8545
Male
0
Yes
Yes
45
No
No
Fiber optic
Yes
No
1
Cust_8546
Female
1
No
Yes
24
No
No
No
No
Yes
1
Cust_8547
Female
0
Yes
Yes
3
Yes
No
Fiber optic
Yes
Yes
1
Cust_8548
Male
1
Yes
No
62
Yes
No phone service
Fiber optic
Yes
No
0
Cust_8549
Male
0
Yes
No
67
Yes
No phone service
DSL
Yes
Yes
0
Cust_8550
Female
1
No
No
55
Yes
No phone service
null
No internet service
No internet service
1
Cust_8551
Male
0
Yes
No
10
Yes
No
No
Yes
No internet service
1
Cust_8552
Female
1
No
No
55
Yes
No phone service
Fiber optic
No
Yes
1
Cust_8553
Female
1
Yes
Yes
22
No
Yes
DSL
null
Yes
0
Cust_8554
Male
1
Yes
Yes
14
No
No phone service
DSL
No
No
1
Cust_8555
Female
1
No
null
8
null
Yes
No
No
No
0
Cust_8556
Male
0
Yes
Yes
15
No
Yes
No
Yes
No internet service
1
Cust_8557
Male
0
No
No
15
Yes
Yes
No
No
Yes
0
Cust_8558
Female
1
null
No
52
No
No phone service
No
No internet service
Yes
1
Cust_8559
Male
1
null
Yes
70
No
No
No
No internet service
No internet service
0
Cust_8560
Female
1
Yes
No
54
No
Yes
Fiber optic
Yes
No internet service
1
Cust_8561
Female
0
No
null
42
Yes
Yes
Fiber optic
No internet service
Yes
0
Cust_8562
Female
1
No
No
19
Yes
No phone service
DSL
No internet service
No internet service
1
Cust_8563
Male
1
Yes
No
40
null
null
Fiber optic
Yes
Yes
1
Cust_8564
Female
null
Yes
Yes
69
No
Yes
null
Yes
No internet service
0
Cust_8565
Male
1
Yes
null
27
No
null
null
No
No internet service
0
Cust_8566
Female
1
Yes
Yes
43
Yes
No phone service
DSL
No
No internet service
0
Cust_8567
Female
0
Yes
No
52
Yes
Yes
No
Yes
No
0
Cust_8568
Female
1
No
No
46
No
No
DSL
No internet service
No
0
Cust_8569
Male
1
No
No
null
Yes
No phone service
Fiber optic
Yes
No
0
Cust_8570
Male
null
No
Yes
64
Yes
No
Fiber optic
No
No internet service
1
Cust_8571
Female
1
No
Yes
61
No
Yes
Fiber optic
Yes
No
1
Cust_8572
Female
0
null
Yes
58
No
No
DSL
Yes
No internet service
0
Cust_8573
Male
1
No
No
49
null
Yes
No
No internet service
No
0
Cust_8574
Male
1
Yes
No
29
Yes
No phone service
DSL
Yes
Yes
1
Cust_8575
Male
1
null
Yes
26
No
Yes
Fiber optic
No
No internet service
0
Cust_8576
Female
1
Yes
Yes
27
No
Yes
DSL
Yes
No
1
Cust_8577
Male
null
Yes
null
67
null
null
No
No internet service
No
1
Cust_8578
Female
0
Yes
No
67
Yes
Yes
DSL
Yes
No internet service
1
Cust_8579
null
1
No
No
35
Yes
No
Fiber optic
No internet service
No internet service
0
Cust_8580
Female
1
Yes
Yes
60
No
No phone service
No
null
No internet service
1
Cust_8581
null
0
Yes
Yes
61
No
No
Fiber optic
No internet service
No internet service
0
Cust_8582
Female
0
Yes
Yes
70
Yes
No phone service
No
Yes
No internet service
0
Cust_8583
null
1
No
No
3
No
null
No
null
No internet service
0
Cust_8584
Male
0
Yes
No
33
No
No
Fiber optic
Yes
No internet service
1
Cust_8585
Male
1
Yes
No
42
No
null
Fiber optic
Yes
Yes
1
Cust_8586
Female
0
Yes
Yes
13
No
No
null
Yes
No
1
Cust_8587
Female
0
No
Yes
29
Yes
No phone service
null
No
Yes
0
Cust_8588
null
1
Yes
Yes
9
No
No phone service
Fiber optic
No
No internet service
1
Cust_8589
Female
null
No
Yes
32
No
No
null
Yes
Yes
1
Cust_8590
Female
1
No
Yes
22
No
No
null
No internet service
No internet service
1
Cust_8591
Female
0
Yes
Yes
58
Yes
No
DSL
No internet service
No
1
Cust_8592
Male
0
No
Yes
57
No
No
DSL
No
No
1
Cust_8593
Female
0
No
Yes
10
No
No phone service
DSL
null
No
0
Cust_8594
Male
1
Yes
Yes
25
No
No
DSL
No
Yes
0
Cust_8595
null
1
Yes
Yes
62
Yes
No
DSL
No internet service
No
0
Cust_8596
Male
0
Yes
Yes
63
No
No
Fiber optic
No
No internet service
0
Cust_8597
Male
1
Yes
No
3
Yes
No
No
No
No
0
Cust_8598
Male
1
No
Yes
47
No
No
Fiber optic
No
Yes
1
Cust_8599
Female
null
No
Yes
55
Yes
No
No
Yes
No
0
Cust_8600
Male
0
Yes
No
null
Yes
Yes
DSL
Yes
No
1