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_8901
Female
1
No
Yes
45
No
null
DSL
No
No internet service
0
Cust_8902
Female
1
Yes
No
31
No
Yes
Fiber optic
No
No internet service
1
Cust_8903
Male
1
Yes
Yes
61
No
No phone service
Fiber optic
null
No
0
Cust_8904
Male
1
null
No
48
Yes
No phone service
No
No
No internet service
1
Cust_8905
Male
1
No
Yes
45
Yes
No phone service
Fiber optic
No
No
1
Cust_8906
Female
1
Yes
Yes
60
No
No phone service
Fiber optic
Yes
Yes
1
Cust_8907
Male
0
Yes
null
61
No
Yes
DSL
No internet service
No
0
Cust_8908
Female
1
Yes
No
52
Yes
No
DSL
No internet service
No internet service
0
Cust_8909
Male
1
Yes
Yes
52
Yes
No phone service
Fiber optic
No internet service
Yes
1
Cust_8910
Female
0
No
Yes
null
No
Yes
Fiber optic
Yes
No internet service
1
Cust_8911
null
1
Yes
No
26
Yes
No
DSL
Yes
No internet service
1
Cust_8912
null
1
No
Yes
67
No
No
Fiber optic
Yes
No internet service
0
Cust_8913
Female
0
No
Yes
49
Yes
No
Fiber optic
No internet service
Yes
0
Cust_8914
null
0
Yes
Yes
44
Yes
Yes
DSL
No internet service
No
0
Cust_8915
Female
0
Yes
Yes
36
Yes
No phone service
DSL
No internet service
null
0
Cust_8916
Male
0
No
Yes
53
No
Yes
No
No internet service
Yes
1
Cust_8917
Male
0
No
No
44
No
No phone service
Fiber optic
No internet service
Yes
0
Cust_8918
Female
0
No
Yes
22
No
No
DSL
Yes
Yes
1
Cust_8919
Female
0
Yes
Yes
2
No
null
DSL
Yes
Yes
1
Cust_8920
Female
null
Yes
No
7
Yes
Yes
Fiber optic
No internet service
No
0
Cust_8921
Male
1
No
No
16
No
No
Fiber optic
Yes
No
0
Cust_8922
Female
1
null
No
44
Yes
Yes
DSL
No internet service
No internet service
0
Cust_8923
Male
0
No
No
65
No
No phone service
Fiber optic
No internet service
No internet service
0
Cust_8924
Female
1
Yes
No
71
No
No
null
No internet service
No internet service
0
Cust_8925
Female
0
Yes
Yes
69
No
No phone service
DSL
Yes
No internet service
1
Cust_8926
Female
1
No
Yes
61
Yes
null
null
No
No
1
Cust_8927
Female
1
null
Yes
30
Yes
No phone service
Fiber optic
No
No internet service
0
Cust_8928
Female
1
null
No
null
Yes
No
DSL
No
No
1
Cust_8929
Female
1
Yes
No
25
No
No phone service
Fiber optic
No
No internet service
1
Cust_8930
Male
0
No
No
71
No
No
No
No
Yes
0
Cust_8931
Female
0
Yes
Yes
57
null
Yes
No
Yes
No
1
Cust_8932
Male
null
Yes
Yes
32
Yes
No phone service
No
No internet service
No
1
Cust_8933
Female
0
Yes
Yes
50
Yes
No phone service
DSL
No
No internet service
1
Cust_8934
Female
0
Yes
Yes
10
Yes
Yes
No
No
No internet service
0
Cust_8935
Female
1
Yes
Yes
22
null
Yes
Fiber optic
No
Yes
0
Cust_8936
Male
null
Yes
Yes
41
No
Yes
Fiber optic
null
Yes
1
Cust_8937
Male
0
Yes
No
47
No
No
No
No
null
0
Cust_8938
Female
0
No
Yes
14
No
Yes
No
Yes
No internet service
1
Cust_8939
Male
0
No
Yes
3
No
No
Fiber optic
No internet service
No
1
Cust_8940
Female
1
No
Yes
53
Yes
No
No
No internet service
No internet service
0
Cust_8941
null
1
Yes
Yes
16
null
Yes
No
No internet service
No
0
Cust_8942
Male
null
null
Yes
61
No
Yes
No
No internet service
No
0
Cust_8943
Male
1
Yes
No
null
Yes
No
null
No
No internet service
1
Cust_8944
null
1
null
Yes
null
No
No phone service
Fiber optic
No
No internet service
0
Cust_8945
Male
1
null
Yes
2
No
No phone service
null
Yes
Yes
1
Cust_8946
Female
null
No
No
null
Yes
Yes
Fiber optic
No
No internet service
0
Cust_8947
Male
0
No
null
56
Yes
No phone service
No
No internet service
No
0
Cust_8948
null
1
No
Yes
55
null
No
No
Yes
No internet service
0
Cust_8949
Female
1
No
Yes
18
No
No phone service
No
No
No internet service
0
Cust_8950
Male
0
Yes
null
71
Yes
null
DSL
null
Yes
1
Cust_8951
Male
1
No
Yes
49
Yes
null
DSL
Yes
No internet service
0
Cust_8952
Male
0
Yes
Yes
null
No
Yes
No
Yes
null
1
Cust_8953
Male
1
No
No
7
Yes
No phone service
DSL
No
Yes
1
Cust_8954
Female
0
No
No
4
No
Yes
No
No internet service
No
0
Cust_8955
Female
0
Yes
Yes
43
null
Yes
DSL
null
No
1
Cust_8956
Male
0
Yes
null
null
Yes
No
No
Yes
No
1
Cust_8957
Male
0
Yes
No
49
Yes
No
DSL
No internet service
No internet service
1
Cust_8958
Female
null
No
No
60
No
No
Fiber optic
Yes
No internet service
0
Cust_8959
Male
0
No
Yes
6
Yes
No
Fiber optic
Yes
No
0
Cust_8960
Male
null
Yes
Yes
20
null
Yes
DSL
No internet service
No internet service
0
Cust_8961
Male
0
No
Yes
31
Yes
No
No
No
Yes
0
Cust_8962
Male
0
Yes
Yes
22
Yes
No
DSL
Yes
No
1
Cust_8963
Male
1
No
Yes
32
Yes
No
DSL
No internet service
null
1
Cust_8964
Male
1
No
Yes
47
No
null
Fiber optic
null
No internet service
0
Cust_8965
Male
1
No
No
null
Yes
No
Fiber optic
null
Yes
1
Cust_8966
Male
0
Yes
No
27
Yes
Yes
Fiber optic
null
No
1
Cust_8967
Male
0
No
No
44
Yes
Yes
DSL
No internet service
No
1
Cust_8968
Female
1
Yes
null
30
No
No
null
No
No internet service
0
Cust_8969
Female
0
Yes
Yes
33
No
No phone service
null
No internet service
No
1
Cust_8970
Female
1
Yes
No
27
No
No phone service
Fiber optic
No
Yes
0
Cust_8971
null
0
null
No
56
Yes
No phone service
No
No internet service
No
0
Cust_8972
Male
0
Yes
Yes
23
No
No phone service
No
No internet service
Yes
1
Cust_8973
Female
0
null
No
43
Yes
No
DSL
No internet service
No internet service
1
Cust_8974
Male
1
Yes
Yes
null
Yes
No
Fiber optic
Yes
Yes
1
Cust_8975
Female
0
null
Yes
68
No
Yes
DSL
No
No internet service
1
Cust_8976
null
1
Yes
No
53
No
Yes
DSL
No
No internet service
1
Cust_8977
null
null
No
No
40
No
null
Fiber optic
Yes
Yes
0
Cust_8978
Female
0
Yes
No
60
null
No phone service
DSL
No
Yes
0
Cust_8979
Female
null
No
Yes
9
Yes
Yes
Fiber optic
No
Yes
1
Cust_8980
Male
1
Yes
No
10
No
Yes
Fiber optic
Yes
No internet service
0
Cust_8981
Female
0
No
Yes
10
Yes
No phone service
No
Yes
No
0
Cust_8982
Male
null
No
No
null
No
Yes
DSL
Yes
No internet service
0
Cust_8983
Male
1
No
Yes
10
No
No phone service
DSL
No internet service
Yes
1
Cust_8984
Male
0
No
No
58
No
No
Fiber optic
Yes
No internet service
1
Cust_8985
Male
0
No
No
36
Yes
No phone service
null
No internet service
Yes
0
Cust_8986
Male
0
No
Yes
44
No
No
No
No
Yes
1
Cust_8987
Male
1
Yes
null
null
Yes
No
null
null
No
0
Cust_8988
Male
1
Yes
No
43
Yes
No
No
Yes
No internet service
0
Cust_8989
Female
0
Yes
Yes
23
Yes
Yes
DSL
Yes
Yes
1
Cust_8990
Female
1
Yes
No
4
Yes
Yes
DSL
Yes
No internet service
1
Cust_8991
Female
0
Yes
No
null
Yes
No phone service
null
No
No
0
Cust_8992
Male
0
Yes
Yes
49
Yes
No
Fiber optic
No internet service
Yes
0
Cust_8993
Male
0
No
No
null
null
No phone service
DSL
No
Yes
1
Cust_8994
Male
1
Yes
Yes
13
Yes
No
DSL
No internet service
No internet service
1
Cust_8995
Male
1
No
No
68
Yes
No
DSL
No
No internet service
0
Cust_8996
Female
0
No
No
72
No
No phone service
DSL
No
No internet service
1
Cust_8997
Male
null
No
Yes
34
No
No phone service
null
No
No
1
Cust_8998
Female
1
No
No
9
No
No phone service
null
Yes
No
1
Cust_8999
Male
0
No
Yes
10
Yes
No phone service
No
Yes
Yes
0
Cust_9000
Female
1
No
Yes
65
null
Yes
No
No internet service
No internet service
1