CustomerID
int64
1
1k
Age
int64
12
83
Gender
stringclasses
2 values
Tenure
int64
0
122
MonthlyCharges
float64
30
120
ContractType
stringclasses
3 values
InternetService
stringclasses
2 values
TotalCharges
float64
0
12.4k
TechSupport
stringclasses
2 values
Churn
stringclasses
2 values
901
48
Male
56
32.31
One-Year
DSL
1,809.36
Yes
No
902
41
Female
41
55.61
Month-to-Month
null
2,280.01
No
Yes
903
45
Female
2
69.87
Month-to-Month
DSL
139.74
No
Yes
904
57
Male
9
85.54
Month-to-Month
DSL
769.86
No
Yes
905
46
Female
16
106.5
Month-to-Month
null
1,704
No
Yes
906
45
Male
13
47.66
Two-Year
Fiber Optic
619.58
Yes
No
907
31
Male
4
41.3
One-Year
null
165.2
No
Yes
908
52
Male
39
116.71
One-Year
Fiber Optic
4,551.69
Yes
Yes
909
51
Female
22
39.72
Two-Year
DSL
873.84
No
Yes
910
66
Female
36
73.06
Month-to-Month
null
2,630.16
No
Yes
911
41
Male
39
82.7
Two-Year
DSL
3,225.3
Yes
No
912
47
Female
27
78.72
Month-to-Month
Fiber Optic
2,125.44
Yes
Yes
913
47
Male
11
37.74
Two-Year
Fiber Optic
415.14
Yes
Yes
914
60
Female
18
35.13
Month-to-Month
DSL
632.34
No
Yes
915
44
Female
3
39.49
Two-Year
Fiber Optic
118.47
Yes
Yes
916
47
Female
22
82.7
Month-to-Month
DSL
1,819.4
Yes
Yes
917
51
Male
3
78.99
Month-to-Month
Fiber Optic
236.97
Yes
Yes
918
46
Female
23
51.04
One-Year
Fiber Optic
1,173.92
Yes
No
919
40
Female
5
87.4
Month-to-Month
null
437
No
Yes
920
46
Male
2
103.81
One-Year
null
207.62
No
Yes
921
55
Female
3
33.74
Month-to-Month
DSL
101.22
Yes
Yes
922
34
Male
0
74.83
One-Year
Fiber Optic
0
No
Yes
923
46
Female
25
92.04
Month-to-Month
Fiber Optic
2,301
No
Yes
924
37
Male
26
52.71
Month-to-Month
DSL
1,370.46
No
Yes
925
56
Female
14
57.7
Month-to-Month
null
807.8
No
Yes
926
29
Female
3
85.23
Month-to-Month
null
255.69
No
Yes
927
39
Male
1
110.81
Month-to-Month
DSL
110.81
Yes
Yes
928
48
Male
0
102.89
Month-to-Month
Fiber Optic
0
Yes
Yes
929
60
Male
3
82.48
Month-to-Month
DSL
247.44
No
Yes
930
44
Male
44
95.72
Month-to-Month
Fiber Optic
4,211.68
No
Yes
931
39
Male
5
62.83
One-Year
DSL
314.15
No
Yes
932
63
Female
8
87.69
Two-Year
null
701.52
No
Yes
933
30
Male
2
71.96
Month-to-Month
null
143.92
No
Yes
934
23
Male
5
47.09
One-Year
Fiber Optic
235.45
Yes
Yes
935
49
Female
14
93.16
One-Year
Fiber Optic
1,304.24
Yes
No
936
39
Male
18
80.08
Month-to-Month
null
1,441.44
No
Yes
937
34
Female
5
62.28
One-Year
Fiber Optic
311.4
Yes
Yes
938
52
Female
1
112.02
Month-to-Month
DSL
112.02
Yes
Yes
939
47
Female
9
31.88
One-Year
Fiber Optic
286.92
Yes
Yes
940
39
Female
5
58.42
Month-to-Month
null
292.1
No
Yes
941
32
Female
4
35.12
One-Year
Fiber Optic
140.48
Yes
Yes
942
53
Male
64
98.99
One-Year
Fiber Optic
6,335.36
No
Yes
943
51
Male
19
93.19
Month-to-Month
null
1,770.61
No
Yes
944
44
Male
16
59.82
Month-to-Month
null
957.12
No
Yes
945
63
Female
10
90.81
Two-Year
null
908.1
No
Yes
946
34
Male
11
65.63
Month-to-Month
DSL
721.93
No
Yes
947
29
Female
15
98.06
One-Year
Fiber Optic
1,470.9
Yes
No
948
38
Female
23
70.88
Two-Year
null
1,630.24
No
Yes
949
44
Female
24
67.11
One-Year
null
1,610.64
No
Yes
950
47
Female
3
114.13
One-Year
Fiber Optic
342.39
Yes
Yes
951
42
Male
13
52.58
One-Year
DSL
683.54
Yes
No
952
48
Female
10
40.84
Two-Year
null
408.4
No
Yes
953
32
Female
40
82.61
Month-to-Month
null
3,304.4
No
Yes
954
59
Male
19
117.24
Month-to-Month
DSL
2,227.56
No
Yes
955
44
Male
15
64.01
Month-to-Month
Fiber Optic
960.15
No
Yes
956
56
Female
2
35.58
Two-Year
DSL
71.16
No
Yes
957
48
Female
18
60.54
One-Year
Fiber Optic
1,089.72
Yes
No
958
49
Female
2
75.53
Month-to-Month
DSL
151.06
No
Yes
959
50
Female
8
44.57
Two-Year
Fiber Optic
356.56
Yes
Yes
960
49
Female
3
89.23
Month-to-Month
Fiber Optic
267.69
Yes
Yes
961
51
Female
23
119.8
Month-to-Month
Fiber Optic
2,755.4
Yes
Yes
962
58
Male
4
70.66
One-Year
Fiber Optic
282.64
Yes
Yes
963
46
Male
9
61.93
Month-to-Month
null
557.37
No
Yes
964
52
Male
45
66.06
Two-Year
DSL
2,972.7
Yes
No
965
44
Female
4
40.36
Month-to-Month
DSL
161.44
Yes
Yes
966
59
Female
14
109.49
Two-Year
null
1,532.86
No
Yes
967
38
Female
10
67.33
One-Year
DSL
673.3
Yes
Yes
968
63
Male
0
64.85
Month-to-Month
null
0
No
Yes
969
44
Female
31
89.37
Two-Year
null
2,770.47
No
Yes
970
30
Female
1
69.78
One-Year
Fiber Optic
69.78
Yes
Yes
971
46
Female
12
88.34
Month-to-Month
null
1,060.08
No
Yes
972
38
Female
16
35.53
Month-to-Month
DSL
568.48
Yes
Yes
973
53
Male
19
103.24
Two-Year
Fiber Optic
1,961.56
Yes
Yes
974
38
Female
23
114.65
Month-to-Month
Fiber Optic
2,636.95
Yes
Yes
975
40
Male
5
88.39
Month-to-Month
Fiber Optic
441.95
Yes
Yes
976
26
Male
0
115.91
Month-to-Month
null
0
No
Yes
977
40
Female
25
43.63
Month-to-Month
DSL
1,090.75
Yes
Yes
978
20
Female
15
72.97
One-Year
Fiber Optic
1,094.55
Yes
No
979
29
Female
36
84.16
Month-to-Month
Fiber Optic
3,029.76
Yes
Yes
980
52
Female
34
82.36
Month-to-Month
Fiber Optic
2,800.24
No
Yes
981
52
Female
37
66.13
Month-to-Month
DSL
2,446.81
Yes
Yes
982
49
Female
13
60.43
Month-to-Month
Fiber Optic
785.59
Yes
Yes
983
35
Female
8
41.41
Two-Year
null
331.28
No
Yes
984
44
Male
31
65.26
Month-to-Month
DSL
2,023.06
Yes
Yes
985
44
Male
12
44.64
Two-Year
null
535.68
No
Yes
986
33
Male
4
96.09
Month-to-Month
Fiber Optic
384.36
Yes
Yes
987
60
Male
38
48.79
Month-to-Month
null
1,854.02
No
Yes
988
53
Male
42
35.27
Two-Year
null
1,481.34
No
Yes
989
42
Male
12
79.71
Month-to-Month
DSL
956.52
Yes
Yes
990
45
Male
1
83.57
One-Year
Fiber Optic
83.57
Yes
Yes
991
47
Female
9
108.47
Two-Year
null
976.23
No
Yes
992
24
Male
32
81.93
Month-to-Month
Fiber Optic
2,621.76
Yes
Yes
993
42
Female
46
61.09
Month-to-Month
null
2,810.14
No
Yes
994
38
Male
4
102.27
One-Year
Fiber Optic
409.08
No
Yes
995
34
Female
1
78.63
Month-to-Month
DSL
78.63
No
Yes
996
42
Male
41
37.14
Month-to-Month
Fiber Optic
1,522.74
Yes
Yes
997
62
Male
9
80.93
Month-to-Month
null
728.37
No
Yes
998
51
Female
15
111.72
Month-to-Month
Fiber Optic
1,675.8
Yes
Yes
999
39
Male
68
65.67
One-Year
null
4,465.56
No
Yes
1,000
50
Male
1
56.67
Month-to-Month
null
56.67
No
Yes