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Datasets:
rcastaner
/
RogerCast

Modalities:
Tabular
Text
Formats:
csv
Size:
1K - 10K
Libraries:
Datasets
pandas
License:
Dataset card Data Studio Files
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State
stringclasses
51 values
Account length
int64
1
243
Area code
int64
408
510
International plan
stringclasses
2 values
Voice mail plan
stringclasses
2 values
Number vmail messages
int64
0
51
Total day minutes
float64
0
351
Total day calls
int64
0
165
Total day charge
float64
0
59.6
Total eve minutes
float64
0
364
Total eve calls
int64
0
170
Total eve charge
float64
0
30.9
Total night minutes
float64
23.2
395
Total night calls
int64
33
175
Total night charge
float64
1.04
17.8
Total intl minutes
float64
0
20
Total intl calls
int64
0
20
Total intl charge
float64
0
5.4
Customer service calls
int64
0
9
Churn
bool
2 classes
KS
128
415
No
Yes
25
265.1
110
45.07
197.4
99
16.78
244.7
91
11.01
10
3
2.7
1
false
OH
107
415
No
Yes
26
161.6
123
27.47
195.5
103
16.62
254.4
103
11.45
13.7
3
3.7
1
false
NJ
137
415
No
No
0
243.4
114
41.38
121.2
110
10.3
162.6
104
7.32
12.2
5
3.29
0
false
OH
84
408
Yes
No
0
299.4
71
50.9
61.9
88
5.26
196.9
89
8.86
6.6
7
1.78
2
false
OK
75
415
Yes
No
0
166.7
113
28.34
148.3
122
12.61
186.9
121
8.41
10.1
3
2.73
3
false
AL
118
510
Yes
No
0
223.4
98
37.98
220.6
101
18.75
203.9
118
9.18
6.3
6
1.7
0
false
MA
121
510
No
Yes
24
218.2
88
37.09
348.5
108
29.62
212.6
118
9.57
7.5
7
2.03
3
false
MO
147
415
Yes
No
0
157
79
26.69
103.1
94
8.76
211.8
96
9.53
7.1
6
1.92
0
false
LA
117
408
No
No
0
184.5
97
31.37
351.6
80
29.89
215.8
90
9.71
8.7
4
2.35
1
false
WV
141
415
Yes
Yes
37
258.6
84
43.96
222
111
18.87
326.4
97
14.69
11.2
5
3.02
0
false
IN
65
415
No
No
0
129.1
137
21.95
228.5
83
19.42
208.8
111
9.4
12.7
6
3.43
4
true
RI
74
415
No
No
0
187.7
127
31.91
163.4
148
13.89
196
94
8.82
9.1
5
2.46
0
false
IA
168
408
No
No
0
128.8
96
21.9
104.9
71
8.92
141.1
128
6.35
11.2
2
3.02
1
false
MT
95
510
No
No
0
156.6
88
26.62
247.6
75
21.05
192.3
115
8.65
12.3
5
3.32
3
false
IA
62
415
No
No
0
120.7
70
20.52
307.2
76
26.11
203
99
9.14
13.1
6
3.54
4
false
NY
161
415
No
No
0
332.9
67
56.59
317.8
97
27.01
160.6
128
7.23
5.4
9
1.46
4
true
ID
85
408
No
Yes
27
196.4
139
33.39
280.9
90
23.88
89.3
75
4.02
13.8
4
3.73
1
false
VT
93
510
No
No
0
190.7
114
32.42
218.2
111
18.55
129.6
121
5.83
8.1
3
2.19
3
false
VA
76
510
No
Yes
33
189.7
66
32.25
212.8
65
18.09
165.7
108
7.46
10
5
2.7
1
false
TX
73
415
No
No
0
224.4
90
38.15
159.5
88
13.56
192.8
74
8.68
13
2
3.51
1
false
FL
147
415
No
No
0
155.1
117
26.37
239.7
93
20.37
208.8
133
9.4
10.6
4
2.86
0
false
CO
77
408
No
No
0
62.4
89
10.61
169.9
121
14.44
209.6
64
9.43
5.7
6
1.54
5
true
AZ
130
415
No
No
0
183
112
31.11
72.9
99
6.2
181.8
78
8.18
9.5
19
2.57
0
false
SC
111
415
No
No
0
110.4
103
18.77
137.3
102
11.67
189.6
105
8.53
7.7
6
2.08
2
false
VA
132
510
No
No
0
81.1
86
13.79
245.2
72
20.84
237
115
10.67
10.3
2
2.78
0
false
NE
174
415
No
No
0
124.3
76
21.13
277.1
112
23.55
250.7
115
11.28
15.5
5
4.19
3
false
WY
57
408
No
Yes
39
213
115
36.21
191.1
112
16.24
182.7
115
8.22
9.5
3
2.57
0
false
MT
54
408
No
No
0
134.3
73
22.83
155.5
100
13.22
102.1
68
4.59
14.7
4
3.97
3
false
MO
20
415
No
No
0
190
109
32.3
258.2
84
21.95
181.5
102
8.17
6.3
6
1.7
0
false
HI
49
510
No
No
0
119.3
117
20.28
215.1
109
18.28
178.7
90
8.04
11.1
1
3
1
false
IL
142
415
No
No
0
84.8
95
14.42
136.7
63
11.62
250.5
148
11.27
14.2
6
3.83
2
false
NH
75
510
No
No
0
226.1
105
38.44
201.5
107
17.13
246.2
98
11.08
10.3
5
2.78
1
false
LA
172
408
No
No
0
212
121
36.04
31.2
115
2.65
293.3
78
13.2
12.6
10
3.4
3
false
AZ
12
408
No
No
0
249.6
118
42.43
252.4
119
21.45
280.2
90
12.61
11.8
3
3.19
1
true
OK
57
408
No
Yes
25
176.8
94
30.06
195
75
16.58
213.5
116
9.61
8.3
4
2.24
0
false
GA
72
415
No
Yes
37
220
80
37.4
217.3
102
18.47
152.8
71
6.88
14.7
6
3.97
3
false
AK
36
408
No
Yes
30
146.3
128
24.87
162.5
80
13.81
129.3
109
5.82
14.5
6
3.92
0
false
MA
78
415
No
No
0
130.8
64
22.24
223.7
116
19.01
227.8
108
10.25
10
5
2.7
1
false
AK
136
415
Yes
Yes
33
203.9
106
34.66
187.6
99
15.95
101.7
107
4.58
10.5
6
2.84
3
false
NJ
149
408
No
No
0
140.4
94
23.87
271.8
92
23.1
188.3
108
8.47
11.1
9
3
1
false
GA
98
408
No
No
0
126.3
102
21.47
166.8
85
14.18
187.8
135
8.45
9.4
2
2.54
3
false
MD
135
408
Yes
Yes
41
173.1
85
29.43
203.9
107
17.33
122.2
78
5.5
14.6
15
3.94
0
true
AR
34
510
No
No
0
124.8
82
21.22
282.2
98
23.99
311.5
78
14.02
10
4
2.7
2
false
ID
160
415
No
No
0
85.8
77
14.59
165.3
110
14.05
178.5
92
8.03
9.2
4
2.48
3
false
WI
64
510
No
No
0
154
67
26.18
225.8
118
19.19
265.3
86
11.94
3.5
3
0.95
1
false
OR
59
408
No
Yes
28
120.9
97
20.55
213
92
18.11
163.1
116
7.34
8.5
5
2.3
2
false
MI
65
415
No
No
0
211.3
120
35.92
162.6
122
13.82
134.7
118
6.06
13.2
5
3.56
3
false
DE
142
408
No
No
0
187
133
31.79
134.6
74
11.44
242.2
127
10.9
7.4
5
2
2
false
ID
119
415
No
No
0
159.1
114
27.05
231.3
117
19.66
143.2
91
6.44
8.8
3
2.38
5
true
WY
97
415
No
Yes
24
133.2
135
22.64
217.2
58
18.46
70.6
79
3.18
11
3
2.97
1
false
IA
52
408
No
No
0
191.9
108
32.62
269.8
96
22.93
236.8
87
10.66
7.8
5
2.11
3
false
IN
60
408
No
No
0
220.6
57
37.5
211.1
115
17.94
249
129
11.21
6.8
3
1.84
1
false
VA
10
408
No
No
0
186.1
112
31.64
190.2
66
16.17
282.8
57
12.73
11.4
6
3.08
2
false
UT
96
415
No
No
0
160.2
117
27.23
267.5
67
22.74
228.5
68
10.28
9.3
5
2.51
2
false
WY
87
415
No
No
0
151
83
25.67
219.7
116
18.67
203.9
127
9.18
9.7
3
2.62
5
true
IN
81
408
No
No
0
175.5
67
29.84
249.3
85
21.19
270.2
98
12.16
10.2
3
2.75
1
false
CO
141
415
No
No
0
126.9
98
21.57
180
62
15.3
140.8
128
6.34
8
2
2.16
1
false
CO
121
408
No
Yes
30
198.4
129
33.73
75.3
77
6.4
181.2
77
8.15
5.8
3
1.57
3
true
WI
68
415
No
No
0
148.8
70
25.3
246.5
164
20.95
129.8
103
5.84
12.1
3
3.27
3
false
OK
125
408
No
No
0
229.3
103
38.98
177.4
126
15.08
189.3
95
8.52
12
8
3.24
1
false
ID
174
408
No
No
0
192.1
97
32.66
169.9
94
14.44
166.6
54
7.5
11.4
4
3.08
1
false
CA
116
415
No
Yes
34
268.6
83
45.66
178.2
142
15.15
166.3
106
7.48
11.6
3
3.13
2
false
MN
74
510
No
Yes
33
193.7
91
32.93
246.1
96
20.92
138
92
6.21
14.6
3
3.94
2
false
SD
149
408
No
Yes
28
180.7
92
30.72
187.8
64
15.96
265.5
53
11.95
12.6
3
3.4
3
false
NC
38
408
No
No
0
131.2
98
22.3
162.9
97
13.85
159
106
7.15
8.2
6
2.21
2
false
WA
40
415
No
Yes
41
148.1
74
25.18
169.5
88
14.41
214.1
102
9.63
6.2
5
1.67
2
false
WY
43
415
Yes
No
0
251.5
105
42.76
212.8
104
18.09
157.8
67
7.1
9.3
4
2.51
0
false
MN
113
408
Yes
No
0
125.2
93
21.28
206.4
119
17.54
129.3
139
5.82
8.3
8
2.24
0
false
UT
126
408
No
No
0
211.6
70
35.97
216.9
80
18.44
153.5
60
6.91
7.8
1
2.11
1
false
TX
150
510
No
No
0
178.9
101
30.41
169.1
110
14.37
148.6
100
6.69
13.8
3
3.73
4
true
NJ
138
408
No
No
0
241.8
93
41.11
170.5
83
14.49
295.3
104
13.29
11.8
7
3.19
3
false
MN
162
510
No
Yes
46
224.9
97
38.23
188.2
84
16
254.6
61
11.46
12.1
2
3.27
0
false
NM
147
510
No
No
0
248.6
83
42.26
148.9
85
12.66
172.5
109
7.76
8
4
2.16
3
false
NV
90
415
No
No
0
203.4
146
34.58
226.7
117
19.27
152.4
105
6.86
7.3
4
1.97
1
false
HI
85
415
No
No
0
235.8
109
40.09
157.2
94
13.36
188.2
99
8.47
12
3
3.24
0
false
MN
50
415
No
No
0
157.1
90
26.71
223.3
72
18.98
181.4
111
8.16
6.1
2
1.65
1
false
DC
82
415
No
No
0
300.3
109
51.05
181
100
15.39
270.1
73
12.15
11.7
4
3.16
0
true
NY
144
408
No
No
0
61.6
117
10.47
77.1
85
6.55
173
99
7.79
8.2
7
2.21
4
true
MN
46
415
No
No
0
214.1
72
36.4
164.4
104
13.97
177.5
113
7.99
8.2
3
2.21
2
false
MD
70
408
No
No
0
170.2
98
28.93
155.2
102
13.19
228.6
76
10.29
15
2
4.05
1
false
WV
144
415
No
No
0
201.1
99
34.19
303.5
74
25.8
224
119
10.08
13.2
2
3.56
1
false
OR
116
415
Yes
No
0
215.4
104
36.62
204.8
79
17.41
278.5
109
12.53
12.6
5
3.4
3
false
CO
55
408
No
Yes
25
165.6
123
28.15
136.1
95
11.57
175.7
90
7.91
11
2
2.97
3
false
GA
70
415
No
Yes
24
249.5
101
42.42
259.7
98
22.07
222.7
68
10.02
9.8
4
2.65
1
false
TX
106
510
No
No
0
210.6
96
35.8
249.2
85
21.18
191.4
88
8.61
12.4
1
3.35
2
true
VT
128
510
No
Yes
29
179.3
104
30.48
225.9
86
19.2
323
78
14.54
8.6
7
2.32
0
false
IN
94
408
No
No
0
157.9
105
26.84
155
101
13.18
189.6
84
8.53
8
5
2.16
4
true
WV
111
510
No
No
0
214.3
118
36.43
208.5
76
17.72
182.4
98
8.21
12
2
3.24
1
false
KY
74
415
No
Yes
35
154.1
104
26.2
123.4
84
10.49
202.1
57
9.09
10.9
9
2.94
2
false
NJ
128
415
No
No
0
237.9
125
40.44
247.6
93
21.05
208.9
68
9.4
13.9
4
3.75
1
true
DC
82
510
No
No
0
143.9
61
24.46
194.9
105
16.57
109.6
94
4.93
11.1
2
3
1
false
LA
155
415
No
No
0
203.4
100
34.58
190.9
104
16.23
196
119
8.82
8.9
4
2.4
0
true
AR
80
415
No
No
0
124.3
100
21.13
173
107
14.71
253.2
62
11.39
7.9
9
2.13
1
false
ME
78
415
No
No
0
252.9
93
42.99
178.4
112
15.16
263.9
105
11.88
9.5
7
2.57
3
false
AZ
90
415
No
No
0
179.1
71
30.45
190.6
81
16.2
127.7
91
5.75
10.6
7
2.86
3
false
AK
104
408
No
No
0
278.4
106
47.33
81
113
6.89
163.2
137
7.34
9.8
5
2.65
1
false
MT
73
415
No
No
0
160.1
110
27.22
213.3
72
18.13
174.1
72
7.83
13
4
3.51
0
false
AZ
99
415
No
No
0
198.2
87
33.69
207.3
76
17.62
190.9
113
8.59
8.7
3
2.35
4
false
MS
120
408
No
No
0
212.1
131
36.06
209.4
104
17.8
167.2
96
7.52
5.3
5
1.43
1
true
ID
77
415
No
No
0
251.8
72
42.81
205.7
126
17.48
275.2
109
12.38
9.8
7
2.65
2
true
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