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_8801
Female
1
No
Yes
52
No
Yes
Fiber optic
No
Yes
1
Cust_8802
Female
null
null
Yes
14
No
No phone service
No
No internet service
No internet service
0
Cust_8803
Female
0
Yes
No
8
No
No
No
No internet service
No internet service
1
Cust_8804
Female
0
No
No
null
No
No
DSL
null
Yes
0
Cust_8805
Male
1
Yes
Yes
18
No
No
Fiber optic
No
No internet service
1
Cust_8806
Female
null
No
Yes
55
No
null
No
No
No
0
Cust_8807
Male
0
No
No
52
No
No
No
No
Yes
0
Cust_8808
Male
0
No
Yes
72
No
Yes
No
Yes
Yes
0
Cust_8809
Male
1
No
Yes
49
Yes
Yes
No
No
No internet service
1
Cust_8810
Female
0
Yes
Yes
8
No
Yes
Fiber optic
Yes
No
0
Cust_8811
Male
null
Yes
No
37
No
Yes
DSL
No internet service
null
0
Cust_8812
Male
1
Yes
Yes
66
Yes
null
DSL
Yes
null
0
Cust_8813
Male
1
No
Yes
41
No
Yes
No
No internet service
Yes
0
Cust_8814
Male
0
No
No
27
null
Yes
Fiber optic
No
No internet service
1
Cust_8815
null
0
Yes
Yes
20
No
Yes
null
No internet service
Yes
1
Cust_8816
Female
1
Yes
Yes
38
No
No phone service
No
No internet service
No internet service
0
Cust_8817
Male
0
null
No
12
Yes
No phone service
Fiber optic
No internet service
No
1
Cust_8818
Male
0
No
No
42
No
No
No
Yes
No internet service
1
Cust_8819
Female
1
No
No
50
No
Yes
DSL
Yes
No internet service
0
Cust_8820
Female
1
Yes
No
31
Yes
No
DSL
Yes
Yes
0
Cust_8821
Female
0
No
No
65
Yes
No phone service
DSL
No internet service
Yes
1
Cust_8822
Male
1
Yes
Yes
53
Yes
No
No
No internet service
No
1
Cust_8823
null
0
No
Yes
40
No
No phone service
No
No internet service
No
1
Cust_8824
Male
1
Yes
No
null
Yes
No
DSL
No
No
1
Cust_8825
Male
0
No
Yes
10
No
Yes
No
null
No internet service
1
Cust_8826
Female
0
Yes
No
29
null
No phone service
Fiber optic
No
No internet service
1
Cust_8827
Male
1
Yes
Yes
40
Yes
No phone service
DSL
null
Yes
0
Cust_8828
Female
0
Yes
Yes
30
No
No phone service
Fiber optic
No
null
1
Cust_8829
Male
0
null
null
2
Yes
Yes
null
No internet service
Yes
0
Cust_8830
Female
1
null
No
null
No
null
No
null
Yes
0
Cust_8831
Male
0
Yes
No
47
Yes
null
No
No
No internet service
1
Cust_8832
Male
0
No
No
32
Yes
No phone service
DSL
Yes
Yes
1
Cust_8833
null
0
Yes
Yes
32
No
Yes
No
Yes
No internet service
0
Cust_8834
Female
null
Yes
No
27
No
Yes
No
No internet service
Yes
1
Cust_8835
Female
1
No
Yes
54
Yes
Yes
Fiber optic
No
null
1
Cust_8836
Female
1
Yes
Yes
56
No
Yes
No
No internet service
No
0
Cust_8837
Male
1
No
No
31
Yes
Yes
DSL
Yes
Yes
1
Cust_8838
Female
1
Yes
Yes
24
No
Yes
No
No
Yes
0
Cust_8839
Female
0
null
Yes
35
Yes
No
null
Yes
No
0
Cust_8840
Male
0
Yes
Yes
30
No
Yes
Fiber optic
Yes
No
1
Cust_8841
Female
0
Yes
No
55
Yes
Yes
Fiber optic
No internet service
No internet service
0
Cust_8842
Female
1
Yes
null
64
Yes
null
Fiber optic
No
No
0
Cust_8843
Male
0
No
No
33
Yes
No phone service
null
No internet service
No internet service
0
Cust_8844
Female
1
Yes
null
46
Yes
No
null
No internet service
No
1
Cust_8845
Female
0
Yes
Yes
33
No
Yes
Fiber optic
null
Yes
1
Cust_8846
Female
1
No
No
68
null
No phone service
null
null
Yes
1
Cust_8847
null
0
No
Yes
64
No
No phone service
DSL
null
null
1
Cust_8848
Female
0
No
No
30
Yes
No
Fiber optic
No
Yes
0
Cust_8849
Female
1
Yes
No
29
Yes
Yes
No
No internet service
No internet service
0
Cust_8850
Male
null
Yes
null
62
Yes
No phone service
No
No internet service
No internet service
1
Cust_8851
Female
0
Yes
No
30
No
null
Fiber optic
No internet service
No internet service
0
Cust_8852
Male
1
No
Yes
12
No
No
DSL
Yes
No
0
Cust_8853
Male
0
No
Yes
67
No
No
Fiber optic
No internet service
No internet service
1
Cust_8854
Male
0
null
Yes
15
null
Yes
No
No
Yes
1
Cust_8855
Male
1
Yes
No
10
Yes
No
DSL
Yes
No internet service
1
Cust_8856
Female
1
null
Yes
61
null
null
No
No
No
0
Cust_8857
Female
1
No
No
23
Yes
No
Fiber optic
No internet service
No internet service
1
Cust_8858
Female
1
No
No
11
Yes
No
DSL
No
Yes
1
Cust_8859
Male
1
Yes
No
16
No
Yes
Fiber optic
null
null
0
Cust_8860
Female
0
null
Yes
49
null
No phone service
null
No internet service
No
1
Cust_8861
Female
1
No
No
14
No
Yes
Fiber optic
Yes
No internet service
1
Cust_8862
Female
1
No
Yes
6
No
Yes
No
No internet service
null
0
Cust_8863
Male
0
No
Yes
42
Yes
null
DSL
Yes
No
1
Cust_8864
Male
0
Yes
Yes
17
No
No
DSL
Yes
No
1
Cust_8865
Female
0
No
Yes
42
No
No
No
No
No
0
Cust_8866
Male
0
Yes
Yes
10
null
Yes
DSL
No internet service
null
1
Cust_8867
null
0
Yes
Yes
46
No
No
DSL
No internet service
No
1
Cust_8868
Female
1
No
null
49
Yes
No
Fiber optic
No internet service
No
0
Cust_8869
Male
0
No
null
9
No
Yes
Fiber optic
Yes
Yes
0
Cust_8870
Male
1
Yes
No
39
null
No phone service
No
No
No internet service
1
Cust_8871
Female
0
No
No
2
No
null
DSL
No
No
0
Cust_8872
Male
1
Yes
null
68
No
No
No
No internet service
No internet service
0
Cust_8873
Male
0
No
Yes
52
No
No phone service
No
No internet service
No
1
Cust_8874
null
1
Yes
Yes
11
null
No phone service
No
Yes
Yes
0
Cust_8875
Male
1
Yes
Yes
37
No
No
null
Yes
Yes
1
Cust_8876
Male
1
Yes
null
72
No
No phone service
null
Yes
No internet service
1
Cust_8877
Male
1
No
null
22
No
No
No
null
No
0
Cust_8878
Male
1
Yes
Yes
52
No
Yes
DSL
Yes
No internet service
0
Cust_8879
null
1
Yes
Yes
null
Yes
No phone service
Fiber optic
Yes
null
0
Cust_8880
Female
1
No
Yes
2
No
Yes
Fiber optic
Yes
No
1
Cust_8881
Female
1
No
No
5
No
Yes
No
null
No
0
Cust_8882
Female
null
Yes
null
32
No
No
Fiber optic
null
No
1
Cust_8883
Female
1
Yes
Yes
19
Yes
null
Fiber optic
No internet service
No
0
Cust_8884
Male
0
No
No
4
No
No phone service
Fiber optic
null
No
1
Cust_8885
Female
1
null
No
null
No
No phone service
Fiber optic
No
Yes
1
Cust_8886
Female
1
No
No
26
No
No phone service
Fiber optic
No internet service
Yes
0
Cust_8887
Male
0
No
No
null
Yes
No
null
null
No
1
Cust_8888
Male
null
No
No
26
No
Yes
DSL
Yes
No internet service
1
Cust_8889
Male
1
Yes
No
71
No
No phone service
Fiber optic
Yes
No internet service
1
Cust_8890
Male
0
No
No
32
No
No phone service
Fiber optic
No
null
0
Cust_8891
Male
0
Yes
null
44
Yes
No
No
No
No internet service
0
Cust_8892
Female
1
Yes
null
null
No
No phone service
null
No
null
0
Cust_8893
Male
0
No
Yes
61
No
No phone service
Fiber optic
No
No
0
Cust_8894
Female
1
No
null
51
No
Yes
No
Yes
No
0
Cust_8895
Female
1
No
No
59
No
No phone service
DSL
Yes
No
0
Cust_8896
null
1
No
null
38
Yes
No phone service
DSL
No
No
0
Cust_8897
Female
0
Yes
Yes
26
Yes
Yes
Fiber optic
Yes
No internet service
1
Cust_8898
Female
1
Yes
No
45
Yes
No phone service
DSL
Yes
null
1
Cust_8899
Male
1
No
Yes
31
null
Yes
DSL
No internet service
No
0
Cust_8900
Female
0
null
null
70
Yes
No
DSL
No internet service
No
1