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
201
48
Female
17
107.67
Month-to-Month
Fiber Optic
1,830.39
Yes
Yes
202
50
Male
40
109.75
Month-to-Month
null
4,390
No
Yes
203
55
Male
78
47.7
Month-to-Month
Fiber Optic
3,720.6
Yes
Yes
204
55
Female
10
96.37
Month-to-Month
Fiber Optic
963.7
No
Yes
205
31
Female
35
55.79
One-Year
Fiber Optic
1,952.65
Yes
No
206
35
Male
28
102.24
One-Year
DSL
2,862.72
Yes
Yes
207
50
Male
17
119.75
Month-to-Month
DSL
2,035.75
Yes
Yes
208
50
Male
62
32.7
Month-to-Month
Fiber Optic
2,027.4
Yes
Yes
209
50
Male
4
110.76
Month-to-Month
Fiber Optic
443.04
Yes
Yes
210
83
Male
2
86.04
Month-to-Month
DSL
172.08
No
Yes
211
50
Female
38
117.6
One-Year
Fiber Optic
4,468.8
No
Yes
212
56
Female
11
71.85
Month-to-Month
Fiber Optic
790.35
No
Yes
213
54
Female
37
106.26
One-Year
DSL
3,931.62
No
Yes
214
51
Female
44
35.62
Two-Year
Fiber Optic
1,567.28
Yes
No
215
41
Female
1
60.18
Month-to-Month
DSL
60.18
Yes
Yes
216
52
Female
42
36.03
Month-to-Month
null
1,513.26
No
Yes
217
37
Female
11
117.78
Month-to-Month
null
1,295.58
No
Yes
218
42
Male
14
103.53
One-Year
null
1,449.42
No
Yes
219
40
Male
19
106.73
One-Year
DSL
2,027.87
Yes
Yes
220
45
Male
52
114.42
Month-to-Month
null
5,949.84
No
Yes
221
68
Female
0
37.66
One-Year
null
0
No
Yes
222
26
Female
12
64.7
Two-Year
null
776.4
No
Yes
223
51
Male
23
36.39
Month-to-Month
DSL
836.97
No
Yes
224
28
Female
25
48.97
Month-to-Month
Fiber Optic
1,224.25
Yes
Yes
225
40
Male
23
50.64
Two-Year
null
1,164.72
No
Yes
226
55
Female
2
72.22
One-Year
Fiber Optic
144.44
Yes
Yes
227
45
Male
7
54.17
Two-Year
Fiber Optic
379.19
No
Yes
228
34
Male
8
39.09
One-Year
Fiber Optic
312.72
Yes
Yes
229
37
Female
32
45.07
Two-Year
Fiber Optic
1,442.24
Yes
No
230
51
Male
6
43.25
Month-to-Month
DSL
259.5
No
Yes
231
37
Male
4
117.58
One-Year
Fiber Optic
470.32
Yes
Yes
232
47
Male
63
98.34
Two-Year
DSL
6,195.42
No
Yes
233
45
Female
0
117.1
One-Year
Fiber Optic
0
Yes
Yes
234
38
Female
122
69.58
Month-to-Month
DSL
8,488.76
No
Yes
235
66
Male
22
55.05
Month-to-Month
Fiber Optic
1,211.1
Yes
Yes
236
51
Female
35
101.85
Month-to-Month
DSL
3,564.75
No
Yes
237
24
Female
6
59.36
Month-to-Month
Fiber Optic
356.16
No
Yes
238
46
Male
0
56.94
Month-to-Month
null
0
No
Yes
239
38
Male
26
50.93
One-Year
DSL
1,324.18
Yes
No
240
53
Male
35
41.67
One-Year
DSL
1,458.45
Yes
No
241
37
Male
26
53.08
Month-to-Month
DSL
1,380.08
Yes
Yes
242
43
Female
3
61.98
One-Year
null
185.94
No
Yes
243
50
Male
28
90.66
Month-to-Month
Fiber Optic
2,538.48
Yes
Yes
244
53
Female
29
35.63
Month-to-Month
Fiber Optic
1,033.27
Yes
Yes
245
32
Female
21
48.95
Month-to-Month
DSL
1,027.95
Yes
Yes
246
41
Male
29
102.81
One-Year
Fiber Optic
2,981.49
No
Yes
247
40
Female
37
43.22
Month-to-Month
null
1,599.14
No
Yes
248
38
Male
19
60.84
Month-to-Month
null
1,155.96
No
Yes
249
62
Female
1
107.82
Month-to-Month
Fiber Optic
107.82
Yes
Yes
250
49
Female
13
43.94
Two-Year
DSL
571.22
Yes
No
251
32
Female
1
37.45
Month-to-Month
DSL
37.45
Yes
Yes
252
54
Female
10
73.61
One-Year
DSL
736.1
Yes
Yes
253
66
Male
10
57.22
One-Year
DSL
572.2
Yes
Yes
254
55
Female
1
80.71
One-Year
DSL
80.71
Yes
Yes
255
29
Female
8
102.34
Two-Year
DSL
818.72
Yes
Yes
256
40
Female
2
42.34
Month-to-Month
Fiber Optic
84.68
Yes
Yes
257
57
Female
33
82.26
Month-to-Month
null
2,714.58
No
Yes
258
37
Female
59
75.5
Two-Year
Fiber Optic
4,454.5
Yes
No
259
49
Male
1
42.97
Month-to-Month
null
42.97
No
Yes
260
52
Male
62
86.16
One-Year
null
5,341.92
No
Yes
261
35
Female
14
54.63
One-Year
DSL
764.82
Yes
No
262
44
Male
7
73.91
One-Year
null
517.37
No
Yes
263
12
Female
1
37.4
Two-Year
DSL
37.4
No
Yes
264
34
Female
13
71.36
Two-Year
Fiber Optic
927.68
No
Yes
265
42
Male
31
57.58
One-Year
Fiber Optic
1,784.98
Yes
No
266
32
Male
24
104.01
Month-to-Month
null
2,496.24
No
Yes
267
61
Female
1
35.13
Two-Year
DSL
35.13
Yes
Yes
268
30
Male
1
67.67
Month-to-Month
DSL
67.67
Yes
Yes
269
40
Female
10
71.26
Month-to-Month
null
712.6
No
Yes
270
46
Male
6
95.25
Two-Year
DSL
571.5
Yes
Yes
271
59
Female
5
81.69
Month-to-Month
Fiber Optic
408.45
Yes
Yes
272
30
Male
6
90.05
Month-to-Month
null
540.3
No
Yes
273
56
Female
32
99.93
Month-to-Month
null
3,197.76
No
Yes
274
45
Male
52
107.6
Two-Year
null
5,595.2
No
Yes
275
35
Female
10
58.25
One-Year
null
582.5
No
Yes
276
49
Male
47
78.42
One-Year
DSL
3,685.74
Yes
No
277
46
Female
7
105.61
Month-to-Month
null
739.27
No
Yes
278
38
Female
12
119.05
One-Year
Fiber Optic
1,428.6
No
Yes
279
45
Male
5
110.06
One-Year
Fiber Optic
550.3
Yes
Yes
280
41
Male
20
63.43
Month-to-Month
DSL
1,268.6
No
Yes
281
46
Male
77
47.56
Month-to-Month
Fiber Optic
3,662.12
No
Yes
282
51
Female
18
74.05
Month-to-Month
null
1,332.9
No
Yes
283
60
Female
8
96.75
Two-Year
null
774
No
Yes
284
32
Female
20
74.33
One-Year
Fiber Optic
1,486.6
Yes
No
285
66
Male
2
73.49
Two-Year
DSL
146.98
No
Yes
286
25
Male
43
105.44
Month-to-Month
Fiber Optic
4,533.92
No
Yes
287
43
Female
13
62.53
One-Year
null
812.89
No
Yes
288
50
Female
11
107.38
One-Year
null
1,181.18
No
Yes
289
47
Female
17
66.61
One-Year
Fiber Optic
1,132.37
Yes
No
290
38
Male
19
59.54
Two-Year
DSL
1,131.26
Yes
No
291
42
Female
1
70.86
Month-to-Month
Fiber Optic
70.86
Yes
Yes
292
40
Male
22
98.62
Month-to-Month
Fiber Optic
2,169.64
Yes
Yes
293
39
Male
5
41.34
One-Year
null
206.7
No
Yes
294
53
Female
25
47.68
One-Year
Fiber Optic
1,192
No
Yes
295
48
Female
34
115.63
One-Year
Fiber Optic
3,931.42
Yes
Yes
296
38
Female
32
45.79
Month-to-Month
Fiber Optic
1,465.28
Yes
Yes
297
53
Male
16
81.1
One-Year
DSL
1,297.6
Yes
No
298
48
Male
14
82.14
Month-to-Month
null
1,149.96
No
Yes
299
53
Female
3
74.07
Month-to-Month
Fiber Optic
222.21
No
Yes
300
51
Female
29
88.03
One-Year
Fiber Optic
2,552.87
Yes
No