Age
int64
28
77
Sex
stringclasses
2 values
ChestPainType
stringclasses
4 values
RestingBP
int64
0
200
Cholesterol
int64
0
603
FastingBS
int64
0
1
RestingECG
stringclasses
3 values
MaxHR
int64
60
202
ExerciseAngina
stringclasses
2 values
Oldpeak
float64
-2.6
6.2
ST_Slope
stringclasses
3 values
HeartDisease
int64
0
1
57
M
ASY
130
207
0
ST
96
Y
1
Flat
0
61
M
NAP
140
284
0
Normal
123
Y
1.3
Flat
1
61
M
NAP
120
337
0
Normal
98
Y
0
Flat
1
74
M
ASY
155
310
0
Normal
112
Y
1.5
Down
1
68
M
NAP
134
254
1
Normal
151
Y
0
Up
0
51
F
ASY
114
258
1
LVH
96
N
1
Up
0
62
M
ASY
160
254
1
ST
108
Y
3
Flat
1
53
M
ASY
144
300
1
ST
128
Y
1.5
Flat
1
62
M
ASY
158
170
0
ST
138
Y
0
Flat
1
46
M
ASY
134
310
0
Normal
126
N
0
Flat
1
54
F
ASY
127
333
1
ST
154
N
0
Flat
1
62
M
TA
135
139
0
ST
137
N
0.2
Up
0
55
M
ASY
122
223
1
ST
100
N
0
Flat
1
58
M
ASY
140
385
1
LVH
135
N
0.3
Up
0
62
M
ATA
120
254
0
LVH
93
Y
0
Flat
1
70
M
ASY
130
322
0
LVH
109
N
2.4
Flat
1
67
F
NAP
115
564
0
LVH
160
N
1.6
Flat
0
57
M
ATA
124
261
0
Normal
141
N
0.3
Up
1
64
M
ASY
128
263
0
Normal
105
Y
0.2
Flat
0
74
F
ATA
120
269
0
LVH
121
Y
0.2
Up
0
65
M
ASY
120
177
0
Normal
140
N
0.4
Up
0
56
M
NAP
130
256
1
LVH
142
Y
0.6
Flat
1
59
M
ASY
110
239
0
LVH
142
Y
1.2
Flat
1
60
M
ASY
140
293
0
LVH
170
N
1.2
Flat
1
63
F
ASY
150
407
0
LVH
154
N
4
Flat
1
59
M
ASY
135
234
0
Normal
161
N
0.5
Flat
0
53
M
ASY
142
226
0
LVH
111
Y
0
Up
0
44
M
NAP
140
235
0
LVH
180
N
0
Up
0
61
M
TA
134
234
0
Normal
145
N
2.6
Flat
1
57
F
ASY
128
303
0
LVH
159
N
0
Up
0
71
F
ASY
112
149
0
Normal
125
N
1.6
Flat
0
46
M
ASY
140
311
0
Normal
120
Y
1.8
Flat
1
53
M
ASY
140
203
1
LVH
155
Y
3.1
Down
1
64
M
TA
110
211
0
LVH
144
Y
1.8
Flat
0
40
M
TA
140
199
0
Normal
178
Y
1.4
Up
0
67
M
ASY
120
229
0
LVH
129
Y
2.6
Flat
1
48
M
ATA
130
245
0
LVH
180
N
0.2
Flat
0
43
M
ASY
115
303
0
Normal
181
N
1.2
Flat
0
47
M
ASY
112
204
0
Normal
143
N
0.1
Up
0
54
F
ATA
132
288
1
LVH
159
Y
0
Up
0
48
F
NAP
130
275
0
Normal
139
N
0.2
Up
0
46
F
ASY
138
243
0
LVH
152
Y
0
Flat
0
51
F
NAP
120
295
0
LVH
157
N
0.6
Up
0
58
M
NAP
112
230
0
LVH
165
N
2.5
Flat
1
71
F
NAP
110
265
1
LVH
130
N
0
Up
0
57
M
NAP
128
229
0
LVH
150
N
0.4
Flat
1
66
M
ASY
160
228
0
LVH
138
N
2.3
Up
0
37
F
NAP
120
215
0
Normal
170
N
0
Up
0
59
M
ASY
170
326
0
LVH
140
Y
3.4
Down
1
50
M
ASY
144
200
0
LVH
126
Y
0.9
Flat
1
48
M
ASY
130
256
1
LVH
150
Y
0
Up
1
61
M
ASY
140
207
0
LVH
138
Y
1.9
Up
1
59
M
TA
160
273
0
LVH
125
N
0
Up
1
42
M
NAP
130
180
0
Normal
150
N
0
Up
0
48
M
ASY
122
222
0
LVH
186
N
0
Up
0
40
M
ASY
152
223
0
Normal
181
N
0
Up
1
62
F
ASY
124
209
0
Normal
163
N
0
Up
0
44
M
NAP
130
233
0
Normal
179
Y
0.4
Up
0
46
M
ATA
101
197
1
Normal
156
N
0
Up
0
59
M
NAP
126
218
1
Normal
134
N
2.2
Flat
1
58
M
NAP
140
211
1
LVH
165
N
0
Up
0
49
M
NAP
118
149
0
LVH
126
N
0.8
Up
1
44
M
ASY
110
197
0
LVH
177
N
0
Up
1
66
M
ATA
160
246
0
Normal
120
Y
0
Flat
1
65
F
ASY
150
225
0
LVH
114
N
1
Flat
1
42
M
ASY
136
315
0
Normal
125
Y
1.8
Flat
1
52
M
ATA
128
205
1
Normal
184
N
0
Up
0
65
F
NAP
140
417
1
LVH
157
N
0.8
Up
0
63
F
ATA
140
195
0
Normal
179
N
0
Up
0
45
F
ATA
130
234
0
LVH
175
N
0.6
Flat
0
41
F
ATA
105
198
0
Normal
168
N
0
Up
0
61
M
ASY
138
166
0
LVH
125
Y
3.6
Flat
1
60
F
NAP
120
178
1
Normal
96
N
0
Up
0
59
F
ASY
174
249
0
Normal
143
Y
0
Flat
1
62
M
ATA
120
281
0
LVH
103
N
1.4
Flat
1
57
M
NAP
150
126
1
Normal
173
N
0.2
Up
0
51
F
ASY
130
305
0
Normal
142
Y
1.2
Flat
1
44
M
NAP
120
226
0
Normal
169
N
0
Up
0
60
F
TA
150
240
0
Normal
171
N
0.9
Up
0
63
M
TA
145
233
1
LVH
150
N
2.3
Down
0
57
M
ASY
150
276
0
LVH
112
Y
0.6
Flat
1
51
M
ASY
140
261
0
LVH
186
Y
0
Up
0
58
F
ATA
136
319
1
LVH
152
N
0
Up
1
44
F
NAP
118
242
0
Normal
149
N
0.3
Flat
0
47
M
NAP
108
243
0
Normal
152
N
0
Up
1
61
M
ASY
120
260
0
Normal
140
Y
3.6
Flat
1
57
F
ASY
120
354
0
Normal
163
Y
0.6
Up
0
70
M
ATA
156
245
0
LVH
143
N
0
Up
0
76
F
NAP
140
197
0
ST
116
N
1.1
Flat
0
67
F
ASY
106
223
0
Normal
142
N
0.3
Up
0
45
M
ASY
142
309
0
LVH
147
Y
0
Flat
1
45
M
ASY
104
208
0
LVH
148
Y
3
Flat
0
39
F
NAP
94
199
0
Normal
179
N
0
Up
0
42
F
NAP
120
209
0
Normal
173
N
0
Flat
0
56
M
ATA
120
236
0
Normal
178
N
0.8
Up
0
58
M
ASY
146
218
0
Normal
105
N
2
Flat
1
35
M
ASY
120
198
0
Normal
130
Y
1.6
Flat
1
58
M
ASY
150
270
0
LVH
111
Y
0.8
Up
1
41
M
NAP
130
214
0
LVH
168
N
2
Flat
0
57
M
ASY
110
201
0
Normal
126
Y
1.5
Flat
0