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
401
29
Male
22
116.53
One-Year
Fiber Optic
2,563.66
Yes
Yes
402
39
Male
7
90.11
One-Year
Fiber Optic
630.77
Yes
Yes
403
45
Female
29
113.99
Month-to-Month
null
3,305.71
No
Yes
404
45
Female
29
53.89
Two-Year
DSL
1,562.81
Yes
No
405
40
Female
14
85.03
Month-to-Month
DSL
1,190.42
Yes
Yes
406
51
Male
74
91.06
Month-to-Month
Fiber Optic
6,738.44
No
Yes
407
34
Male
2
58.58
One-Year
Fiber Optic
117.16
Yes
Yes
408
43
Female
0
106.33
One-Year
DSL
0
Yes
Yes
409
46
Male
29
115.24
Month-to-Month
null
3,341.96
No
Yes
410
50
Male
32
109.64
Month-to-Month
DSL
3,508.48
No
Yes
411
52
Female
2
96.52
One-Year
null
193.04
No
Yes
412
33
Male
6
54.97
Month-to-Month
DSL
329.82
Yes
Yes
413
29
Female
0
55.35
Two-Year
Fiber Optic
0
Yes
Yes
414
57
Female
6
116.7
One-Year
null
700.2
No
Yes
415
48
Male
29
30.93
Month-to-Month
DSL
896.97
Yes
Yes
416
37
Male
14
94.44
Month-to-Month
null
1,322.16
No
Yes
417
60
Female
8
93.56
Month-to-Month
Fiber Optic
748.48
No
Yes
418
46
Male
9
86.04
One-Year
null
774.36
No
Yes
419
56
Male
0
119.11
One-Year
Fiber Optic
0
No
Yes
420
45
Female
7
58.07
Month-to-Month
Fiber Optic
406.49
Yes
Yes
421
65
Male
20
60.6
One-Year
DSL
1,212
Yes
No
422
62
Female
73
37.1
Two-Year
Fiber Optic
2,708.3
Yes
No
423
42
Female
37
69.85
Month-to-Month
DSL
2,584.45
Yes
Yes
424
54
Male
0
53.49
Two-Year
DSL
0
Yes
Yes
425
51
Male
45
60.9
Month-to-Month
DSL
2,740.5
No
Yes
426
58
Male
30
105.11
Month-to-Month
Fiber Optic
3,153.3
Yes
Yes
427
35
Male
30
114.19
Month-to-Month
null
3,425.7
No
Yes
428
51
Male
12
46.72
Month-to-Month
DSL
560.64
Yes
Yes
429
55
Female
10
63.53
Month-to-Month
DSL
635.3
Yes
Yes
430
27
Male
7
113.58
Month-to-Month
Fiber Optic
795.06
Yes
Yes
431
33
Female
1
35.56
Two-Year
DSL
35.56
Yes
Yes
432
24
Female
5
38.31
Two-Year
DSL
191.55
Yes
Yes
433
42
Female
5
44.65
One-Year
DSL
223.25
No
Yes
434
52
Female
13
83.57
Month-to-Month
null
1,086.41
No
Yes
435
60
Male
27
43.54
Month-to-Month
null
1,175.58
No
Yes
436
45
Female
12
117.13
Month-to-Month
Fiber Optic
1,405.56
Yes
Yes
437
61
Female
1
70.2
One-Year
Fiber Optic
70.2
No
Yes
438
31
Male
63
75.14
Two-Year
Fiber Optic
4,733.82
Yes
No
439
27
Male
57
52.2
Month-to-Month
Fiber Optic
2,975.4
Yes
Yes
440
44
Female
30
72.39
Month-to-Month
Fiber Optic
2,171.7
Yes
Yes
441
48
Male
94
89.57
One-Year
Fiber Optic
8,419.58
No
Yes
442
44
Male
15
97.61
Month-to-Month
DSL
1,464.15
Yes
Yes
443
24
Male
65
97.85
Month-to-Month
DSL
6,360.25
Yes
Yes
444
44
Male
1
82.01
One-Year
Fiber Optic
82.01
No
Yes
445
31
Female
9
111.39
One-Year
null
1,002.51
No
Yes
446
51
Female
5
103.57
Month-to-Month
Fiber Optic
517.85
Yes
Yes
447
48
Female
4
98.13
Month-to-Month
null
392.52
No
Yes
448
35
Male
3
35
Two-Year
null
105
No
Yes
449
39
Male
19
30.62
Month-to-Month
DSL
581.78
Yes
Yes
450
34
Female
30
49.12
Month-to-Month
Fiber Optic
1,473.6
No
Yes
451
44
Male
17
89.72
Month-to-Month
Fiber Optic
1,525.24
Yes
Yes
452
54
Male
3
67.01
Month-to-Month
null
201.03
No
Yes
453
35
Female
33
66.22
Month-to-Month
null
2,185.26
No
Yes
454
50
Male
20
109.61
Two-Year
Fiber Optic
2,192.2
Yes
Yes
455
39
Female
9
110.6
Month-to-Month
DSL
995.4
Yes
Yes
456
37
Male
22
111.83
Month-to-Month
null
2,460.26
No
Yes
457
43
Male
6
58.25
One-Year
DSL
349.5
Yes
Yes
458
34
Male
8
92.2
One-Year
null
737.6
No
Yes
459
39
Female
49
54.45
Two-Year
null
2,668.05
No
Yes
460
33
Female
6
47.15
Two-Year
Fiber Optic
282.9
Yes
Yes
461
64
Female
12
46.62
Month-to-Month
Fiber Optic
559.44
No
Yes
462
45
Female
44
60.79
One-Year
Fiber Optic
2,674.76
Yes
No
463
38
Male
24
68.7
Month-to-Month
Fiber Optic
1,648.8
No
Yes
464
47
Female
1
104.79
Two-Year
Fiber Optic
104.79
Yes
Yes
465
43
Male
3
40.79
Month-to-Month
null
122.37
No
Yes
466
42
Female
0
96.14
Two-Year
null
0
No
Yes
467
51
Male
19
77.83
One-Year
null
1,478.77
No
Yes
468
52
Female
11
55.92
Month-to-Month
DSL
615.12
Yes
Yes
469
39
Male
2
74.35
One-Year
null
148.7
No
Yes
470
39
Male
63
56.99
Two-Year
null
3,590.37
No
Yes
471
42
Female
15
83.65
Two-Year
DSL
1,254.75
No
Yes
472
21
Male
5
69.05
Month-to-Month
DSL
345.25
Yes
Yes
473
29
Male
13
44.8
One-Year
DSL
582.4
No
Yes
474
58
Male
22
40.49
Month-to-Month
null
890.78
No
Yes
475
61
Male
1
79.2
Month-to-Month
Fiber Optic
79.2
Yes
Yes
476
42
Female
6
111.22
Month-to-Month
null
667.32
No
Yes
477
50
Female
32
60.96
Month-to-Month
DSL
1,950.72
Yes
Yes
478
48
Female
12
95.97
Two-Year
null
1,151.64
No
Yes
479
75
Female
15
89.28
Month-to-Month
DSL
1,339.2
Yes
Yes
480
56
Male
11
113.84
Two-Year
Fiber Optic
1,252.24
Yes
Yes
481
43
Female
0
103.89
Month-to-Month
Fiber Optic
0
No
Yes
482
35
Male
3
80.99
Month-to-Month
DSL
242.97
Yes
Yes
483
28
Male
11
89.13
Month-to-Month
null
980.43
No
Yes
484
47
Female
4
110.85
Month-to-Month
DSL
443.4
Yes
Yes
485
37
Male
1
65.96
Month-to-Month
Fiber Optic
65.96
Yes
Yes
486
30
Female
37
59.41
Month-to-Month
Fiber Optic
2,198.17
Yes
Yes
487
38
Male
79
30.97
One-Year
Fiber Optic
2,446.63
Yes
No
488
34
Female
31
104.39
Month-to-Month
DSL
3,236.09
Yes
Yes
489
61
Female
38
102.09
Month-to-Month
DSL
3,879.42
No
Yes
490
53
Female
5
39.4
Month-to-Month
null
197
No
Yes
491
44
Female
64
81.92
Two-Year
DSL
5,242.88
No
Yes
492
59
Female
4
71.76
Two-Year
null
287.04
No
Yes
493
45
Male
60
40.68
Month-to-Month
null
2,440.8
No
Yes
494
36
Female
105
118.25
Month-to-Month
DSL
12,416.25
Yes
Yes
495
60
Male
24
49.32
Month-to-Month
DSL
1,183.68
No
Yes
496
50
Female
79
36.05
Two-Year
Fiber Optic
2,847.95
Yes
No
497
34
Female
16
83.54
Month-to-Month
null
1,336.64
No
Yes
498
43
Female
6
96.5
Month-to-Month
null
579
No
Yes
499
36
Male
11
32.92
Month-to-Month
Fiber Optic
362.12
Yes
Yes
500
31
Male
18
89.28
Month-to-Month
null
1,607.04
No
Yes