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
43
M
NAP
130
315
0
Normal
162
N
1.9
Up
0
56
M
ASY
132
184
0
LVH
105
Y
2.1
Flat
1
52
M
ASY
108
233
1
Normal
147
N
0.1
Up
0
62
F
ASY
140
394
0
LVH
157
N
1.2
Flat
0
70
M
NAP
160
269
0
Normal
112
Y
2.9
Flat
1
54
M
ASY
140
239
0
Normal
160
N
1.2
Up
0
70
M
ASY
145
174
0
Normal
125
Y
2.6
Down
1
54
M
ATA
108
309
0
Normal
156
N
0
Up
0
35
M
ASY
126
282
0
LVH
156
Y
0
Up
1
48
M
NAP
124
255
1
Normal
175
N
0
Up
0
55
F
ATA
135
250
0
LVH
161
N
1.4
Flat
0
58
F
ASY
100
248
0
LVH
122
N
1
Flat
0
54
F
NAP
110
214
0
Normal
158
N
1.6
Flat
0
69
F
TA
140
239
0
Normal
151
N
1.8
Up
0
77
M
ASY
125
304
0
LVH
162
Y
0
Up
1
68
M
NAP
118
277
0
Normal
151
N
1
Up
0
58
M
ASY
125
300
0
LVH
171
N
0
Up
1
60
M
ASY
125
258
0
LVH
141
Y
2.8
Flat
1
51
M
ASY
140
299
0
Normal
173
Y
1.6
Up
1
55
M
ASY
160
289
0
LVH
145
Y
0.8
Flat
1
52
M
TA
152
298
1
Normal
178
N
1.2
Flat
0
60
F
NAP
102
318
0
Normal
160
N
0
Up
0
58
M
NAP
105
240
0
LVH
154
Y
0.6
Flat
0
64
M
NAP
125
309
0
Normal
131
Y
1.8
Flat
1
37
M
NAP
130
250
0
Normal
187
N
3.5
Down
0
59
M
TA
170
288
0
LVH
159
N
0.2
Flat
1
51
M
NAP
125
245
1
LVH
166
N
2.4
Flat
0
43
F
NAP
122
213
0
Normal
165
N
0.2
Flat
0
58
M
ASY
128
216
0
LVH
131
Y
2.2
Flat
1
29
M
ATA
130
204
0
LVH
202
N
0
Up
0
41
F
ATA
130
204
0
LVH
172
N
1.4
Up
0
63
F
NAP
135
252
0
LVH
172
N
0
Up
0
51
M
NAP
94
227
0
Normal
154
Y
0
Up
0
54
M
NAP
120
258
0
LVH
147
N
0.4
Flat
0
44
M
ATA
120
220
0
Normal
170
N
0
Up
0
54
M
ASY
110
239
0
Normal
126
Y
2.8
Flat
1
65
M
ASY
135
254
0
LVH
127
N
2.8
Flat
1
57
M
NAP
150
168
0
Normal
174
N
1.6
Up
0
63
M
ASY
130
330
1
LVH
132
Y
1.8
Up
1
35
F
ASY
138
183
0
Normal
182
N
1.4
Up
0
41
M
ATA
135
203
0
Normal
132
N
0
Flat
0
62
F
NAP
130
263
0
Normal
97
N
1.2
Flat
1
43
F
ASY
132
341
1
LVH
136
Y
3
Flat
1
58
F
TA
150
283
1
LVH
162
N
1
Up
0
52
M
TA
118
186
0
LVH
190
N
0
Flat
0
61
F
ASY
145
307
0
LVH
146
Y
1
Flat
1
39
M
ASY
118
219
0
Normal
140
N
1.2
Flat
1
45
M
ASY
115
260
0
LVH
185
N
0
Up
0
52
M
ASY
128
255
0
Normal
161
Y
0
Up
1
62
M
NAP
130
231
0
Normal
146
N
1.8
Flat
0
62
F
ASY
160
164
0
LVH
145
N
6.2
Down
1
53
F
ASY
138
234
0
LVH
160
N
0
Up
0
43
M
ASY
120
177
0
LVH
120
Y
2.5
Flat
1
47
M
NAP
138
257
0
LVH
156
N
0
Up
0
52
M
ATA
120
325
0
Normal
172
N
0.2
Up
0
68
M
NAP
180
274
1
LVH
150
Y
1.6
Flat
1
39
M
NAP
140
321
0
LVH
182
N
0
Up
0
53
F
ASY
130
264
0
LVH
143
N
0.4
Flat
0
62
F
ASY
140
268
0
LVH
160
N
3.6
Down
1
51
F
NAP
140
308
0
LVH
142
N
1.5
Up
0
60
M
ASY
130
253
0
Normal
144
Y
1.4
Up
1
65
M
ASY
110
248
0
LVH
158
N
0.6
Up
1
65
F
NAP
155
269
0
Normal
148
N
0.8
Up
0
60
M
NAP
140
185
0
LVH
155
N
3
Flat
1
60
M
ASY
145
282
0
LVH
142
Y
2.8
Flat
1
54
M
ASY
120
188
0
Normal
113
N
1.4
Flat
1
44
M
ATA
130
219
0
LVH
188
N
0
Up
0
44
M
ASY
112
290
0
LVH
153
N
0
Up
1
51
M
NAP
110
175
0
Normal
123
N
0.6
Up
0
59
M
NAP
150
212
1
Normal
157
N
1.6
Up
0
71
F
ATA
160
302
0
Normal
162
N
0.4
Up
0
61
M
NAP
150
243
1
Normal
137
Y
1
Flat
0
55
M
ASY
132
353
0
Normal
132
Y
1.2
Flat
1
64
M
NAP
140
335
0
Normal
158
N
0
Up
1
43
M
ASY
150
247
0
Normal
171
N
1.5
Up
0
58
F
NAP
120
340
0
Normal
172
N
0
Up
0
60
M
ASY
130
206
0
LVH
132
Y
2.4
Flat
1
58
M
ATA
120
284
0
LVH
160
N
1.8
Flat
1
49
M
ATA
130
266
0
Normal
171
N
0.6
Up
0
48
M
ATA
110
229
0
Normal
168
N
1
Down
1
52
M
NAP
172
199
1
Normal
162
N
0.5
Up
0
44
M
ATA
120
263
0
Normal
173
N
0
Up
0
56
F
ATA
140
294
0
LVH
153
N
1.3
Flat
0
57
M
ASY
140
192
0
Normal
148
N
0.4
Flat
0
67
M
ASY
160
286
0
LVH
108
Y
1.5
Flat
1
53
F
NAP
128
216
0
LVH
115
N
0
Up
0
52
M
NAP
138
223
0
Normal
169
N
0
Up
0
43
M
ASY
132
247
1
LVH
143
Y
0.1
Flat
1
52
M
ASY
128
204
1
Normal
156
Y
1
Flat
1
59
M
TA
134
204
0
Normal
162
N
0.8
Up
1
64
M
TA
170
227
0
LVH
155
N
0.6
Flat
0
66
F
NAP
146
278
0
LVH
152
N
0
Flat
0
39
F
NAP
138
220
0
Normal
152
N
0
Flat
0
57
M
ATA
154
232
0
LVH
164
N
0
Up
1
58
F
ASY
130
197
0
Normal
131
N
0.6
Flat
0
57
M
ASY
110
335
0
Normal
143
Y
3
Flat
1
47
M
NAP
130
253
0
Normal
179
N
0
Up
0
55
F
ASY
128
205
0
ST
130
Y
2
Flat
1
35
M
ATA
122
192
0
Normal
174
N
0
Up
0
61
M
ASY
148
203
0
Normal
161
N
0
Up
1