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
101
30
Male
3
104.29
Month-to-Month
DSL
312.87
Yes
Yes
102
40
Male
0
106.04
Month-to-Month
Fiber Optic
0
Yes
Yes
103
41
Female
20
52.41
Month-to-Month
Fiber Optic
1,048.2
Yes
Yes
104
36
Female
20
81.9
Month-to-Month
null
1,638
No
Yes
105
43
Male
8
36.05
Month-to-Month
DSL
288.4
Yes
Yes
106
49
Male
1
38.54
One-Year
null
38.54
No
Yes
107
63
Male
10
119.9
Month-to-Month
null
1,199
No
Yes
108
46
Female
7
59.4
Month-to-Month
DSL
415.8
No
Yes
109
47
Female
22
97.34
Two-Year
Fiber Optic
2,141.48
Yes
No
110
44
Male
18
102.6
One-Year
null
1,846.8
No
Yes
111
25
Female
9
107.22
Two-Year
null
964.98
No
Yes
112
44
Female
4
119.79
Month-to-Month
Fiber Optic
479.16
Yes
Yes
113
45
Female
88
51.73
Month-to-Month
Fiber Optic
4,552.24
Yes
Yes
114
69
Female
12
33.63
One-Year
Fiber Optic
403.56
No
Yes
115
43
Male
23
67.01
Month-to-Month
Fiber Optic
1,541.23
Yes
Yes
116
48
Male
3
41.71
Month-to-Month
DSL
125.13
Yes
Yes
117
44
Male
13
32.02
One-Year
null
416.26
No
Yes
118
33
Male
0
62.44
One-Year
DSL
0
Yes
Yes
119
56
Female
14
100.54
Month-to-Month
DSL
1,407.56
Yes
Yes
120
52
Female
66
80.96
Month-to-Month
Fiber Optic
5,343.36
Yes
Yes
121
52
Male
9
58.15
Month-to-Month
Fiber Optic
523.35
Yes
Yes
122
35
Male
0
88.89
Month-to-Month
Fiber Optic
0
No
Yes
123
59
Male
0
50.88
Month-to-Month
Fiber Optic
0
No
Yes
124
30
Female
9
31.29
Month-to-Month
Fiber Optic
281.61
Yes
Yes
125
50
Male
3
98.79
Month-to-Month
DSL
296.37
No
Yes
126
66
Female
0
86.14
Two-Year
Fiber Optic
0
Yes
Yes
127
35
Male
28
98.61
One-Year
null
2,761.08
No
Yes
128
39
Male
12
33.5
One-Year
Fiber Optic
402
Yes
No
129
45
Female
6
105.34
Month-to-Month
Fiber Optic
632.04
Yes
Yes
130
39
Female
46
85.76
Month-to-Month
Fiber Optic
3,944.96
Yes
Yes
131
29
Male
2
80.71
Month-to-Month
null
161.42
No
Yes
132
45
Female
62
86.22
Month-to-Month
DSL
5,345.64
No
Yes
133
34
Female
7
107.8
Month-to-Month
Fiber Optic
754.6
Yes
Yes
134
49
Female
43
82.82
One-Year
null
3,561.26
No
Yes
135
35
Male
18
82.29
One-Year
Fiber Optic
1,481.22
No
Yes
136
60
Female
35
119.16
One-Year
DSL
4,170.6
No
Yes
137
37
Female
82
98.11
Month-to-Month
Fiber Optic
8,045.02
No
Yes
138
41
Female
6
69.81
Two-Year
DSL
418.86
Yes
Yes
139
53
Male
64
93.67
Month-to-Month
Fiber Optic
5,994.88
No
Yes
140
32
Male
9
65.03
Month-to-Month
null
585.27
No
Yes
141
47
Male
9
50.6
Month-to-Month
DSL
455.4
Yes
Yes
142
58
Female
8
83.72
One-Year
null
669.76
No
Yes
143
28
Male
15
113.54
Two-Year
DSL
1,703.1
Yes
Yes
144
46
Female
3
113.62
Month-to-Month
null
340.86
No
Yes
145
47
Female
16
60.77
Two-Year
Fiber Optic
972.32
Yes
No
146
52
Male
15
77.49
Two-Year
DSL
1,162.35
Yes
No
147
32
Female
28
49.05
Month-to-Month
DSL
1,373.4
No
Yes
148
31
Male
35
119.61
Month-to-Month
null
4,186.35
No
Yes
149
50
Female
11
118.3
Month-to-Month
DSL
1,301.3
Yes
Yes
150
47
Male
7
88.46
Two-Year
DSL
619.22
Yes
Yes
151
47
Female
6
102.4
Month-to-Month
Fiber Optic
614.4
No
Yes
152
48
Female
4
94.36
One-Year
Fiber Optic
377.44
Yes
Yes
153
38
Female
1
83.38
Month-to-Month
Fiber Optic
83.38
Yes
Yes
154
47
Female
8
34.8
One-Year
DSL
278.4
Yes
Yes
155
47
Female
6
70.93
Month-to-Month
DSL
425.58
No
Yes
156
37
Female
67
90.73
One-Year
DSL
6,078.91
No
Yes
157
63
Female
16
90.98
Two-Year
DSL
1,455.68
Yes
No
158
49
Female
8
63.58
Two-Year
Fiber Optic
508.64
Yes
Yes
159
33
Male
17
114.75
Two-Year
null
1,950.75
No
Yes
160
51
Female
2
45.06
Month-to-Month
DSL
90.12
Yes
Yes
161
35
Female
11
75.03
One-Year
Fiber Optic
825.33
Yes
Yes
162
52
Female
19
92.18
Month-to-Month
Fiber Optic
1,751.42
Yes
Yes
163
56
Male
13
92.74
Month-to-Month
null
1,205.62
No
Yes
164
36
Female
10
88.38
One-Year
null
883.8
No
Yes
165
54
Male
101
54.78
Month-to-Month
null
5,532.78
No
Yes
166
49
Female
42
44.06
One-Year
DSL
1,850.52
Yes
No
167
53
Male
19
87.23
Two-Year
DSL
1,657.37
No
Yes
168
63
Female
16
83.94
Month-to-Month
Fiber Optic
1,343.04
Yes
Yes
169
42
Female
19
46.14
One-Year
DSL
876.66
No
Yes
170
37
Male
4
93.46
Month-to-Month
Fiber Optic
373.84
Yes
Yes
171
36
Female
10
70.97
Month-to-Month
null
709.7
No
Yes
172
36
Male
0
90.1
Month-to-Month
null
0
No
Yes
173
44
Female
12
105.36
Two-Year
null
1,264.32
No
Yes
174
48
Female
15
45.28
Two-Year
Fiber Optic
679.2
No
Yes
175
47
Female
5
31.72
Two-Year
Fiber Optic
158.6
Yes
Yes
176
53
Female
66
100.12
Two-Year
Fiber Optic
6,607.92
No
Yes
177
45
Female
48
84.87
Month-to-Month
DSL
4,073.76
Yes
Yes
178
59
Male
25
92.97
Month-to-Month
null
2,324.25
No
Yes
179
42
Male
15
105.43
One-Year
DSL
1,581.45
No
Yes
180
72
Female
40
102.25
Month-to-Month
Fiber Optic
4,090
No
Yes
181
51
Female
2
116.48
Month-to-Month
Fiber Optic
232.96
Yes
Yes
182
36
Female
31
78.23
Month-to-Month
Fiber Optic
2,425.13
Yes
Yes
183
34
Female
2
73.96
One-Year
null
147.92
No
Yes
184
49
Male
31
66.17
One-Year
Fiber Optic
2,051.27
Yes
No
185
42
Female
6
43.83
Month-to-Month
null
262.98
No
Yes
186
52
Male
41
81.53
Month-to-Month
DSL
3,342.73
Yes
Yes
187
49
Female
57
54.93
One-Year
Fiber Optic
3,131.01
Yes
No
188
44
Male
3
112.92
One-Year
null
338.76
No
Yes
189
36
Male
12
82.49
Month-to-Month
Fiber Optic
989.88
Yes
Yes
190
29
Male
79
83.36
One-Year
null
6,585.44
No
Yes
191
40
Male
13
61.94
Month-to-Month
DSL
805.22
No
Yes
192
53
Female
39
34.68
Month-to-Month
Fiber Optic
1,352.52
Yes
Yes
193
47
Male
17
32.86
One-Year
Fiber Optic
558.62
Yes
No
194
32
Male
9
68.1
One-Year
null
612.9
No
Yes
195
46
Male
6
37.61
Month-to-Month
DSL
225.66
Yes
Yes
196
48
Male
4
84.62
One-Year
null
338.48
No
Yes
197
36
Male
28
109.29
One-Year
Fiber Optic
3,060.12
Yes
Yes
198
46
Male
9
109.46
One-Year
DSL
985.14
Yes
Yes
199
45
Female
14
89.31
One-Year
Fiber Optic
1,250.34
No
Yes
200
33
Female
13
49.01
One-Year
Fiber Optic
637.13
Yes
No