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
701
39
Female
3
60.1
Month-to-Month
Fiber Optic
180.3
Yes
Yes
702
55
Male
7
65.51
Month-to-Month
null
458.57
No
Yes
703
37
Male
6
77.69
Two-Year
Fiber Optic
466.14
Yes
Yes
704
30
Male
41
44.52
One-Year
DSL
1,825.32
Yes
No
705
29
Male
22
81.48
Month-to-Month
Fiber Optic
1,792.56
Yes
Yes
706
51
Male
31
102.49
Month-to-Month
DSL
3,177.19
Yes
Yes
707
32
Female
5
98.41
Two-Year
null
492.05
No
Yes
708
62
Male
19
43.85
Month-to-Month
Fiber Optic
833.15
No
Yes
709
24
Male
16
43.43
Two-Year
DSL
694.88
Yes
No
710
61
Female
35
54.14
Month-to-Month
null
1,894.9
No
Yes
711
47
Male
47
62.5
One-Year
Fiber Optic
2,937.5
Yes
No
712
44
Female
0
66.76
Two-Year
DSL
0
Yes
Yes
713
39
Male
22
91.17
Month-to-Month
Fiber Optic
2,005.74
Yes
Yes
714
48
Female
1
35.1
Month-to-Month
DSL
35.1
Yes
Yes
715
44
Male
15
33.12
Month-to-Month
null
496.8
No
Yes
716
56
Male
6
65.27
One-Year
null
391.62
No
Yes
717
46
Female
7
92.74
One-Year
null
649.18
No
Yes
718
46
Male
8
47.41
One-Year
Fiber Optic
379.28
Yes
Yes
719
41
Female
19
87.74
Month-to-Month
Fiber Optic
1,667.06
Yes
Yes
720
44
Male
8
53.38
Month-to-Month
null
427.04
No
Yes
721
48
Male
26
109.75
Month-to-Month
DSL
2,853.5
Yes
Yes
722
27
Female
10
110.61
Month-to-Month
Fiber Optic
1,106.1
Yes
Yes
723
31
Male
1
56.76
One-Year
Fiber Optic
56.76
Yes
Yes
724
52
Female
30
50.7
Two-Year
DSL
1,521
No
Yes
725
46
Female
6
67.02
One-Year
Fiber Optic
402.12
Yes
Yes
726
43
Female
11
51.65
Month-to-Month
null
568.15
No
Yes
727
45
Female
23
90.51
Two-Year
null
2,081.73
No
Yes
728
48
Male
8
104.35
One-Year
DSL
834.8
No
Yes
729
39
Male
1
90.58
Two-Year
DSL
90.58
Yes
Yes
730
37
Male
9
104.19
One-Year
DSL
937.71
Yes
Yes
731
46
Female
57
65.73
Month-to-Month
null
3,746.61
No
Yes
732
35
Female
20
44.07
Month-to-Month
DSL
881.4
No
Yes
733
49
Male
22
96.42
One-Year
null
2,121.24
No
Yes
734
27
Female
20
62.44
Month-to-Month
DSL
1,248.8
Yes
Yes
735
55
Male
4
90.41
Month-to-Month
Fiber Optic
361.64
Yes
Yes
736
49
Female
10
54.36
One-Year
Fiber Optic
543.6
Yes
Yes
737
47
Male
27
37.31
One-Year
null
1,007.37
No
Yes
738
54
Female
2
119.33
One-Year
DSL
238.66
Yes
Yes
739
61
Female
6
44.06
Month-to-Month
Fiber Optic
264.36
Yes
Yes
740
55
Male
6
118.96
Month-to-Month
DSL
713.76
No
Yes
741
26
Male
11
117.96
One-Year
null
1,297.56
No
Yes
742
32
Male
78
101.44
Two-Year
null
7,912.32
No
Yes
743
38
Male
1
89.35
One-Year
DSL
89.35
Yes
Yes
744
45
Male
14
82
Two-Year
null
1,148
No
Yes
745
50
Female
3
107.95
One-Year
Fiber Optic
323.85
No
Yes
746
37
Female
70
56.05
One-Year
DSL
3,923.5
Yes
No
747
46
Female
2
72.09
Month-to-Month
Fiber Optic
144.18
Yes
Yes
748
37
Male
10
85.75
One-Year
DSL
857.5
Yes
Yes
749
38
Female
26
67.01
One-Year
null
1,742.26
No
Yes
750
30
Female
24
68.47
One-Year
null
1,643.28
No
Yes
751
35
Male
10
59.73
Month-to-Month
DSL
597.3
No
Yes
752
31
Female
8
80.78
One-Year
Fiber Optic
646.24
Yes
Yes
753
35
Female
10
106.55
Month-to-Month
null
1,065.5
No
Yes
754
55
Male
6
48.14
One-Year
null
288.84
No
Yes
755
35
Male
4
114.1
Month-to-Month
Fiber Optic
456.4
No
Yes
756
71
Female
13
92.02
Two-Year
null
1,196.26
No
Yes
757
49
Male
6
104.09
Month-to-Month
Fiber Optic
624.54
No
Yes
758
46
Female
6
80.06
Month-to-Month
Fiber Optic
480.36
Yes
Yes
759
36
Female
21
100.16
Month-to-Month
null
2,103.36
No
Yes
760
52
Female
69
31.46
One-Year
Fiber Optic
2,170.74
Yes
No
761
39
Male
18
103.65
Month-to-Month
Fiber Optic
1,865.7
No
Yes
762
46
Male
1
33.61
Month-to-Month
Fiber Optic
33.61
Yes
Yes
763
70
Female
1
110.09
One-Year
null
110.09
No
Yes
764
44
Female
60
119.28
Month-to-Month
null
7,156.8
No
Yes
765
56
Male
7
56.47
Two-Year
Fiber Optic
395.29
No
Yes
766
37
Female
1
48.93
Two-Year
Fiber Optic
48.93
Yes
Yes
767
44
Female
18
98.88
One-Year
Fiber Optic
1,779.84
Yes
No
768
62
Male
19
52.77
Month-to-Month
Fiber Optic
1,002.63
No
Yes
769
38
Male
20
107.9
One-Year
DSL
2,158
Yes
Yes
770
63
Female
6
39.26
Month-to-Month
null
235.56
No
Yes
771
52
Male
0
41.34
Month-to-Month
Fiber Optic
0
Yes
Yes
772
39
Male
67
118.12
Month-to-Month
Fiber Optic
7,914.04
Yes
Yes
773
51
Male
5
90.65
Two-Year
DSL
453.25
Yes
Yes
774
54
Male
22
106.22
Month-to-Month
DSL
2,336.84
Yes
Yes
775
51
Female
24
59.19
One-Year
null
1,420.56
No
Yes
776
29
Female
18
90.88
One-Year
Fiber Optic
1,635.84
Yes
No
777
37
Male
7
83.48
Month-to-Month
DSL
584.36
Yes
Yes
778
42
Female
6
84.28
Month-to-Month
Fiber Optic
505.68
Yes
Yes
779
44
Female
18
91.43
Two-Year
Fiber Optic
1,645.74
Yes
No
780
51
Female
40
81.78
One-Year
DSL
3,271.2
Yes
No
781
46
Male
58
68.62
One-Year
Fiber Optic
3,979.96
Yes
No
782
31
Male
2
54.83
Month-to-Month
Fiber Optic
109.66
Yes
Yes
783
48
Female
3
99.17
Month-to-Month
Fiber Optic
297.51
Yes
Yes
784
51
Female
57
50.36
Month-to-Month
Fiber Optic
2,870.52
No
Yes
785
50
Male
26
92.31
Month-to-Month
Fiber Optic
2,400.06
Yes
Yes
786
55
Male
42
51
Month-to-Month
null
2,142
No
Yes
787
53
Male
4
86.28
Two-Year
Fiber Optic
345.12
Yes
Yes
788
49
Female
17
97.24
Month-to-Month
DSL
1,653.08
Yes
Yes
789
44
Female
24
49.68
Month-to-Month
DSL
1,192.32
Yes
Yes
790
28
Female
22
35.39
One-Year
Fiber Optic
778.58
Yes
No
791
49
Male
10
41.79
One-Year
null
417.9
No
Yes
792
47
Female
0
84.54
Month-to-Month
DSL
0
Yes
Yes
793
47
Female
17
106.45
One-Year
null
1,809.65
No
Yes
794
32
Male
5
34.05
Month-to-Month
DSL
170.25
Yes
Yes
795
34
Female
11
96.07
Month-to-Month
Fiber Optic
1,056.77
Yes
Yes
796
55
Female
63
60.72
Month-to-Month
null
3,825.36
No
Yes
797
44
Male
10
73.07
Two-Year
Fiber Optic
730.7
Yes
Yes
798
51
Female
36
113.6
Month-to-Month
Fiber Optic
4,089.6
Yes
Yes
799
45
Male
4
59.88
Month-to-Month
DSL
239.52
Yes
Yes
800
45
Female
22
71.88
Month-to-Month
null
1,581.36
No
Yes