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
42
M
TA
148
244
0
LVH
178
N
0.8
Up
0
62
M
ATA
128
208
1
LVH
140
N
0
Up
0
59
M
TA
178
270
0
LVH
145
N
4.2
Down
0
41
F
ATA
126
306
0
Normal
163
N
0
Up
0
50
M
ASY
150
243
0
LVH
128
N
2.6
Flat
1
59
M
ATA
140
221
0
Normal
164
Y
0
Up
0
61
F
ASY
130
330
0
LVH
169
N
0
Up
1
54
M
ASY
124
266
0
LVH
109
Y
2.2
Flat
1
54
M
ASY
110
206
0
LVH
108
Y
0
Flat
1
52
M
ASY
125
212
0
Normal
168
N
1
Up
1
47
M
ASY
110
275
0
LVH
118
Y
1
Flat
1
66
M
ASY
120
302
0
LVH
151
N
0.4
Flat
0
58
M
ASY
100
234
0
Normal
156
N
0.1
Up
1
64
F
NAP
140
313
0
Normal
133
N
0.2
Up
0
50
F
ATA
120
244
0
Normal
162
N
1.1
Up
0
44
F
NAP
108
141
0
Normal
175
N
0.6
Flat
0
67
M
ASY
120
237
0
Normal
71
N
1
Flat
1
49
F
ASY
130
269
0
Normal
163
N
0
Up
0
57
M
ASY
165
289
1
LVH
124
N
1
Flat
1
63
M
ASY
130
254
0
LVH
147
N
1.4
Flat
1
48
M
ASY
124
274
0
LVH
166
N
0.5
Flat
1
51
M
NAP
100
222
0
Normal
143
Y
1.2
Flat
0
60
F
ASY
150
258
0
LVH
157
N
2.6
Flat
1
59
M
ASY
140
177
0
Normal
162
Y
0
Up
1
45
F
ATA
112
160
0
Normal
138
N
0
Flat
0
55
F
ASY
180
327
0
ST
117
Y
3.4
Flat
1
41
M
ATA
110
235
0
Normal
153
N
0
Up
0
60
F
ASY
158
305
0
LVH
161
N
0
Up
1
54
F
NAP
135
304
1
Normal
170
N
0
Up
0
42
M
ATA
120
295
0
Normal
162
N
0
Up
0
49
F
ATA
134
271
0
Normal
162
N
0
Flat
0
46
M
ASY
120
249
0
LVH
144
N
0.8
Up
1
56
F
ASY
200
288
1
LVH
133
Y
4
Down
1
66
F
TA
150
226
0
Normal
114
N
2.6
Down
0
56
M
ASY
130
283
1
LVH
103
Y
1.6
Down
1
49
M
NAP
120
188
0
Normal
139
N
2
Flat
1
54
M
ASY
122
286
0
LVH
116
Y
3.2
Flat
1
57
M
ASY
152
274
0
Normal
88
Y
1.2
Flat
1
65
F
NAP
160
360
0
LVH
151
N
0.8
Up
0
54
M
NAP
125
273
0
LVH
152
N
0.5
Down
0
54
F
NAP
160
201
0
Normal
163
N
0
Up
0
62
M
ASY
120
267
0
Normal
99
Y
1.8
Flat
1
52
F
NAP
136
196
0
LVH
169
N
0.1
Flat
0
52
M
ATA
134
201
0
Normal
158
N
0.8
Up
0
60
M
ASY
117
230
1
Normal
160
Y
1.4
Up
1
63
F
ASY
108
269
0
Normal
169
Y
1.8
Flat
1
66
M
ASY
112
212
0
LVH
132
Y
0.1
Up
1
42
M
ASY
140
226
0
Normal
178
N
0
Up
0
64
M
ASY
120
246
0
LVH
96
Y
2.2
Down
1
54
M
NAP
150
232
0
LVH
165
N
1.6
Up
0
46
F
NAP
142
177
0
LVH
160
Y
1.4
Down
0
67
F
NAP
152
277
0
Normal
172
N
0
Up
0
56
M
ASY
125
249
1
LVH
144
Y
1.2
Flat
1
34
F
ATA
118
210
0
Normal
192
N
0.7
Up
0
57
M
ASY
132
207
0
Normal
168
Y
0
Up
0
64
M
ASY
145
212
0
LVH
132
N
2
Flat
1
59
M
ASY
138
271
0
LVH
182
N
0
Up
0
50
M
NAP
140
233
0
Normal
163
N
0.6
Flat
1
51
M
TA
125
213
0
LVH
125
Y
1.4
Up
0
54
M
ATA
192
283
0
LVH
195
N
0
Up
1
53
M
ASY
123
282
0
Normal
95
Y
2
Flat
1
52
M
ASY
112
230
0
Normal
160
N
0
Up
1
40
M
ASY
110
167
0
LVH
114
Y
2
Flat
1
58
M
NAP
132
224
0
LVH
173
N
3.2
Up
1
41
F
NAP
112
268
0
LVH
172
Y
0
Up
0
41
M
NAP
112
250
0
Normal
179
N
0
Up
0
50
F
NAP
120
219
0
Normal
158
N
1.6
Flat
0
54
F
NAP
108
267
0
LVH
167
N
0
Up
0
64
F
ASY
130
303
0
Normal
122
N
2
Flat
0
51
F
NAP
130
256
0
LVH
149
N
0.5
Up
0
46
F
ATA
105
204
0
Normal
172
N
0
Up
0
55
M
ASY
140
217
0
Normal
111
Y
5.6
Down
1
45
M
ATA
128
308
0
LVH
170
N
0
Up
0
56
M
TA
120
193
0
LVH
162
N
1.9
Flat
0
66
F
ASY
178
228
1
Normal
165
Y
1
Flat
1
38
M
TA
120
231
0
Normal
182
Y
3.8
Flat
1
62
F
ASY
150
244
0
Normal
154
Y
1.4
Flat
1
55
M
ATA
130
262
0
Normal
155
N
0
Up
0
58
M
ASY
128
259
0
LVH
130
Y
3
Flat
1
43
M
ASY
110
211
0
Normal
161
N
0
Up
0
64
F
ASY
180
325
0
Normal
154
Y
0
Up
0
50
F
ASY
110
254
0
LVH
159
N
0
Up
0
53
M
NAP
130
197
1
LVH
152
N
1.2
Down
0
45
F
ASY
138
236
0
LVH
152
Y
0.2
Flat
0
65
M
TA
138
282
1
LVH
174
N
1.4
Flat
1
69
M
TA
160
234
1
LVH
131
N
0.1
Flat
0
69
M
NAP
140
254
0
LVH
146
N
2
Flat
1
67
M
ASY
100
299
0
LVH
125
Y
0.9
Flat
1
68
F
NAP
120
211
0
LVH
115
N
1.5
Flat
0
34
M
TA
118
182
0
LVH
174
N
0
Up
0
62
F
ASY
138
294
1
Normal
106
N
1.9
Flat
1
51
M
ASY
140
298
0
Normal
122
Y
4.2
Flat
1
46
M
NAP
150
231
0
Normal
147
N
3.6
Flat
1
67
M
ASY
125
254
1
Normal
163
N
0.2
Flat
1
50
M
NAP
129
196
0
Normal
163
N
0
Up
0
42
M
NAP
120
240
1
Normal
194
N
0.8
Down
0
56
F
ASY
134
409
0
LVH
150
Y
1.9
Flat
1
41
M
ASY
110
172
0
LVH
158
N
0
Up
1
42
F
ASY
102
265
0
LVH
122
N
0.6
Flat
0
53
M
NAP
130
246
1
LVH
173
N
0
Up
0