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_701
Female
0
No
Yes
22
No
null
DSL
null
No internet service
1
Cust_702
Female
0
Yes
No
19
No
No
null
Yes
No
1
Cust_703
Male
0
Yes
No
38
Yes
Yes
No
No
No internet service
0
Cust_704
Female
1
null
No
39
No
No
null
No
No internet service
1
Cust_705
Male
0
Yes
Yes
15
No
No
No
null
null
0
Cust_706
Male
1
No
No
54
Yes
No
DSL
No
No internet service
0
Cust_707
Female
0
No
No
32
null
Yes
DSL
No internet service
No internet service
0
Cust_708
null
0
null
null
46
No
No
Fiber optic
No
Yes
0
Cust_709
Female
0
No
No
61
Yes
No
DSL
null
No
0
Cust_710
Female
0
Yes
No
52
Yes
null
null
No
No internet service
1
Cust_711
Male
1
Yes
No
null
null
No
DSL
No
No
0
Cust_712
Female
1
null
null
35
Yes
null
Fiber optic
No internet service
No internet service
1
Cust_713
Male
0
No
Yes
70
Yes
No phone service
No
No internet service
Yes
0
Cust_714
Female
1
No
No
37
Yes
Yes
Fiber optic
No internet service
No internet service
0
Cust_715
Female
1
No
Yes
61
null
null
DSL
No
No internet service
1
Cust_716
Female
0
No
Yes
49
No
No
DSL
Yes
No
0
Cust_717
Male
null
No
No
9
null
No
null
No internet service
No internet service
1
Cust_718
Female
1
No
Yes
19
Yes
No
Fiber optic
No
No
0
Cust_719
Female
1
No
No
28
Yes
null
No
No
Yes
1
Cust_720
Female
1
Yes
Yes
26
Yes
No phone service
No
No
No
0
Cust_721
Female
1
No
No
38
No
No phone service
Fiber optic
No internet service
No internet service
1
Cust_722
null
0
No
Yes
40
No
No
No
No
No
1
Cust_723
Female
0
No
null
25
No
No
Fiber optic
No internet service
Yes
1
Cust_724
Male
1
Yes
No
69
No
null
Fiber optic
No
No internet service
0
Cust_725
null
0
Yes
Yes
71
Yes
Yes
DSL
Yes
Yes
1
Cust_726
null
1
Yes
Yes
23
No
null
Fiber optic
null
Yes
0
Cust_727
Male
1
No
No
65
Yes
No phone service
No
No
No internet service
1
Cust_728
Male
null
Yes
Yes
22
Yes
No phone service
Fiber optic
No internet service
No internet service
0
Cust_729
Male
1
Yes
No
64
Yes
Yes
null
No
No
0
Cust_730
Female
null
No
null
68
null
No
No
null
No internet service
0
Cust_731
Male
0
No
No
58
No
No phone service
Fiber optic
No
No
0
Cust_732
Male
0
No
Yes
28
Yes
No
DSL
No internet service
Yes
1
Cust_733
Male
1
null
No
68
Yes
No
No
No internet service
No
1
Cust_734
Female
1
No
Yes
4
Yes
No phone service
DSL
No internet service
No internet service
1
Cust_735
Female
0
No
No
1
Yes
Yes
DSL
No internet service
null
1
Cust_736
Male
1
No
Yes
26
No
Yes
No
Yes
No internet service
0
Cust_737
Female
1
null
No
33
null
Yes
DSL
null
Yes
1
Cust_738
null
0
No
Yes
27
No
No
DSL
No internet service
No
0
Cust_739
null
0
No
Yes
42
Yes
No
DSL
Yes
No
1
Cust_740
null
0
Yes
No
69
No
null
No
No internet service
No
0
Cust_741
Male
0
No
Yes
71
Yes
Yes
DSL
Yes
No
0
Cust_742
Female
0
Yes
Yes
64
Yes
No
Fiber optic
No internet service
Yes
0
Cust_743
Female
0
Yes
No
null
No
No phone service
null
No internet service
No internet service
0
Cust_744
Male
1
No
No
72
No
No
Fiber optic
No internet service
No
0
Cust_745
null
1
Yes
No
4
No
No phone service
DSL
No internet service
Yes
0
Cust_746
Female
0
Yes
No
12
Yes
Yes
Fiber optic
No
No internet service
0
Cust_747
Male
0
Yes
Yes
null
No
No
null
No
Yes
0
Cust_748
null
1
No
Yes
11
null
No
DSL
No internet service
No
1
Cust_749
Male
1
Yes
Yes
59
Yes
Yes
Fiber optic
No internet service
No
0
Cust_750
Female
1
Yes
null
36
No
No
No
No internet service
null
1
Cust_751
Female
0
Yes
Yes
22
Yes
No phone service
DSL
No
No
1
Cust_752
Male
0
Yes
Yes
65
Yes
Yes
null
No internet service
No
0
Cust_753
Female
1
No
No
null
No
null
DSL
Yes
Yes
1
Cust_754
Female
0
No
Yes
4
Yes
Yes
No
No
No internet service
1
Cust_755
Female
0
null
Yes
72
Yes
No phone service
No
No
Yes
1
Cust_756
Female
0
No
No
52
Yes
No phone service
Fiber optic
No
Yes
0
Cust_757
Female
null
No
Yes
43
Yes
No phone service
DSL
No internet service
No
1
Cust_758
Male
1
Yes
No
null
No
No
Fiber optic
Yes
null
0
Cust_759
Male
0
No
null
4
No
No
Fiber optic
No
No
0
Cust_760
Male
0
No
Yes
13
Yes
No
Fiber optic
Yes
Yes
1
Cust_761
Female
0
Yes
Yes
38
No
No
Fiber optic
Yes
No internet service
0
Cust_762
Female
0
Yes
Yes
45
Yes
No
Fiber optic
Yes
No internet service
1
Cust_763
Male
0
No
No
25
No
No phone service
DSL
No internet service
No
0
Cust_764
Female
1
No
No
67
No
No
No
No internet service
No internet service
1
Cust_765
Male
0
No
Yes
55
Yes
No phone service
Fiber optic
No internet service
Yes
0
Cust_766
Male
0
No
Yes
39
null
Yes
No
No
No internet service
1
Cust_767
Male
null
Yes
No
65
null
null
Fiber optic
No
Yes
1
Cust_768
null
1
Yes
Yes
2
Yes
No
DSL
Yes
Yes
0
Cust_769
Female
null
Yes
Yes
69
No
Yes
Fiber optic
No
Yes
1
Cust_770
Male
0
Yes
No
62
Yes
No
Fiber optic
No internet service
No
0
Cust_771
Male
null
Yes
Yes
null
No
Yes
Fiber optic
No internet service
No
0
Cust_772
Male
1
No
Yes
31
No
null
null
No internet service
No
0
Cust_773
Male
1
No
Yes
35
Yes
Yes
Fiber optic
No internet service
null
0
Cust_774
Female
1
Yes
Yes
45
No
No
DSL
Yes
No internet service
1
Cust_775
Female
1
Yes
No
54
Yes
null
No
No
No internet service
1
Cust_776
Male
1
null
null
71
Yes
No phone service
No
No internet service
No
1
Cust_777
Male
0
No
No
69
null
Yes
No
Yes
Yes
1
Cust_778
Female
1
No
No
29
Yes
No phone service
DSL
No
Yes
0
Cust_779
Female
1
No
null
72
Yes
Yes
Fiber optic
Yes
No
0
Cust_780
Male
0
Yes
Yes
8
Yes
No phone service
No
No internet service
Yes
0
Cust_781
Male
0
Yes
Yes
54
No
No phone service
No
No internet service
Yes
1
Cust_782
Male
0
Yes
Yes
7
No
No phone service
null
No internet service
No
1
Cust_783
Female
0
Yes
null
23
Yes
No phone service
No
No
Yes
0
Cust_784
Female
1
Yes
Yes
32
Yes
No
No
No internet service
No
0
Cust_785
Female
1
No
Yes
62
No
No phone service
Fiber optic
null
No internet service
0
Cust_786
Male
1
Yes
No
45
No
No
DSL
Yes
Yes
0
Cust_787
Male
null
No
No
68
Yes
No phone service
DSL
No
No
0
Cust_788
Female
0
No
No
30
No
Yes
No
Yes
No internet service
0
Cust_789
null
1
No
Yes
39
Yes
Yes
No
No
Yes
1
Cust_790
Male
1
No
No
5
Yes
No
DSL
No internet service
No internet service
1
Cust_791
Female
0
null
null
67
Yes
Yes
No
No internet service
Yes
0
Cust_792
Female
1
Yes
Yes
22
No
No phone service
DSL
Yes
No internet service
1
Cust_793
Male
1
null
No
28
No
Yes
No
No
No internet service
1
Cust_794
Female
1
Yes
No
22
No
No
No
No
Yes
1
Cust_795
Male
1
No
No
29
Yes
Yes
DSL
Yes
No
1
Cust_796
Male
0
No
Yes
43
null
No
Fiber optic
null
null
0
Cust_797
Male
0
No
Yes
42
No
No phone service
No
No
No
0
Cust_798
Male
0
No
Yes
60
Yes
No phone service
No
Yes
No internet service
1
Cust_799
null
0
No
No
71
No
Yes
Fiber optic
Yes
No internet service
0
Cust_800
Male
0
No
Yes
null
Yes
Yes
No
Yes
Yes
1