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Age
float64
19
394
Sex
stringclasses
6 values
ChestPainType
stringclasses
18 values
RestingBloodPressure
float64
0
200
Cholesterol
float64
149
2.6k
FastingBloodSugar
stringclasses
6 values
RestingECG
stringclasses
13 values
MaxHeartRate
float64
0
192
ExerciseInducedAngina
stringclasses
7 values
OldPeak
float64
0
6
PeakExerciseSTSegmentSlope
stringclasses
5 values
NumberOfVesselsColored
float64
0
4
ThalassemiaStatus
stringclasses
1 value
heartdiseaseStatus
stringclasses
2 values
59
male
asymptomatic
128
298
false
normal
142
no
0
flat
0
norecord
heartdisease
70
male
asymptomatic
120
304
false
leftventricularhypertrophy
147
no
1
up
0
norecord
heartdisease
69
female
non-anginalpain
145
267
false
leftventricularhypertrophy
147
no
2
flat
1
norecord
healthy
47
female
asymptomatic
140
260
false
leftventricularhypertrophy
150
yes
2
flat
1
norecord
healthy
61
male
asymptomatic
124
233
false
leftventricularhypertrophy
142
no
1
flat
0
norecord
healthy
51
female
non-anginalpain
138
269
false
leftventricularhypertrophy
182
no
2
up
1
norecord
healthy
62
male
asymptomatic
120
216
false
normal
178
no
0
up
0
norecord
heartdisease
52
male
asymptomatic
140
266
false
leftventricularhypertrophy
160
no
1
up
0
norecord
heartdisease
49
male
asymptomatic
138
249
false
normal
160
no
0
up
0
norecord
heartdisease
64
male
asymptomatic
160
254
false
leftventricularhypertrophy
148
yes
1
flat
0
norecord
heartdisease
55
male
asymptomatic
140
244
false
leftventricularhypertrophy
148
yes
0
up
1
norecord
healthy
60
female
asymptomatic
135
250
false
normal
162
yes
1
up
0
norecord
heartdisease
57
male
typicalangina
130
229
false
leftventricularhypertrophy
157
no
1
flat
0
norecord
heartdisease
59
male
asymptomatic
130
209
false
leftventricularhypertrophy
160
no
0
down
0
norecord
healthy
47
male
asymptomatic
150
308
false
normal
154
yes
2
flat
0
norecord
heartdisease
74
male
non-anginalpain
140
226
false
leftventricularhypertrophy
157
no
0
up
0
norecord
heartdisease
56
male
non-anginalpain
130
273
false
leftventricularhypertrophy
125
no
0
flat
1
norecord
heartdisease
43
female
typicalangina
120
204
false
leftventricularhypertrophy
160
no
0
flat
1
norecord
healthy
44
male
non-anginalpain
128
266
false
normal
174
yes
0
up
0
norecord
heartdisease
45
male
asymptomatic
130
209
false
normal
163
no
1
flat
0
norecord
healthy
39
male
asymptomatic
120
234
false
normal
170
yes
0
flat
0
norecord
heartdisease
59
male
asymptomatic
160
240
false
normal
149
yes
0
up
0
norecord
heartdisease
63
female
non-anginalpain
142
243
false
normal
160
no
0
flat
0
norecord
healthy
53
male
atypicalangina
120
294
false
normal
143
yes
0
flat
1
norecord
healthy
66
male
non-anginalpain
140
234
false
normal
111
no
1
flat
0
norecord
heartdisease
44
male
non-anginalpain
125
282
false
normal
162
no
1
down
0
norecord
healthy
69
female
asymptomatic
128
295
false
leftventricularhypertrophy
133
yes
0
flat
1
norecord
healthy
53
female
non-anginalpain
130
229
false
normal
152
no
1
flat
1
norecord
heartdisease
44
female
typicalangina
110
211
false
normal
154
no
0
up
0
norecord
healthy
45
male
asymptomatic
118
243
false
leftventricularhypertrophy
169
no
0
down
0
norecord
heartdisease
63
male
non-anginalpain
140
288
false
normal
163
yes
1
flat
0
norecord
healthy
50
male
typicalangina
125
288
false
normal
155
no
0
flat
1
norecord
heartdisease
62
female
non-anginalpain
130
299
true
normal
114
no
0
flat
0
norecord
heartdisease
47
male
non-anginalpain
128
209
false
leftventricularhypertrophy
163
yes
0
flat
1
norecord
heartdisease
62
male
asymptomatic
110
266
false
leftventricularhypertrophy
170
no
0
flat
1
norecord
healthy
61
male
asymptomatic
156
226
false
leftventricularhypertrophy
148
no
0
up
0
norecord
healthy
53
male
non-anginalpain
150
273
false
normal
132
yes
0
up
1
norecord
heartdisease
65
male
atypicalangina
130
231
true
leftventricularhypertrophy
133
no
1
flat
1
norecord
heartdisease
57
male
typicalangina
140
169
false
normal
150
no
1
up
1
norecord
healthy
51
male
asymptomatic
108
258
false
normal
160
yes
0
flat
0
norecord
heartdisease
54
male
asymptomatic
130
204
false
normal
168
no
0
flat
1
norecord
heartdisease
53
male
asymptomatic
128
250
false
leftventricularhypertrophy
175
no
0
up
2
norecord
healthy
57
female
asymptomatic
120
212
true
leftventricularhypertrophy
136
no
3
flat
2
norecord
heartdisease
60
female
asymptomatic
130
277
false
leftventricularhypertrophy
172
no
0
flat
0
norecord
heartdisease
62
male
non-anginalpain
122
226
false
normal
141
yes
2
up
0
norecord
heartdisease
51
male
asymptomatic
120
244
false
leftventricularhypertrophy
149
yes
0
flat
0
norecord
heartdisease
68
male
asymptomatic
134
288
false
normal
125
yes
0
up
0
norecord
heartdisease
61
male
non-anginalpain
140
226
false
normal
138
no
0
down
0
norecord
heartdisease
59
male
non-anginalpain
130
290
false
leftventricularhypertrophy
131
yes
0
down
0
norecord
heartdisease
59
female
asymptomatic
112
265
false
leftventricularhypertrophy
162
yes
0
flat
0
norecord
heartdisease
51
male
non-anginalpain
130
204
false
leftventricularhypertrophy
141
no
0
up
0
norecord
healthy
44
male
atypicalangina
150
243
false
leftventricularhypertrophy
156
yes
1
up
2
norecord
heartdisease
56
female
asymptomatic
110
254
false
leftventricularhypertrophy
144
yes
1
flat
2
norecord
heartdisease
56
female
asymptomatic
130
269
false
leftventricularhypertrophy
174
yes
0
up
0
norecord
heartdisease
52
male
non-anginalpain
130
265
false
normal
134
no
0
up
0
norecord
healthy
70
female
asymptomatic
160
249
false
leftventricularhypertrophy
146
no
0
flat
0
norecord
heartdisease
59
male
asymptomatic
132
302
false
leftventricularhypertrophy
145
no
0
up
0
norecord
healthy
67
male
non-anginalpain
132
240
false
normal
153
no
0
up
0
norecord
healthy
67
male
atypicalangina
120
204
false
normal
126
yes
0
flat
0
norecord
heartdisease
48
male
atypicalangina
152
204
false
leftventricularhypertrophy
162
no
0
up
1
norecord
healthy
57
male
asymptomatic
120
265
false
leftventricularhypertrophy
169
yes
0
up
2
norecord
heartdisease
51
female
asymptomatic
110
234
false
leftventricularhypertrophy
118
no
0
flat
0
norecord
heartdisease
58
male
asymptomatic
130
254
false
normal
168
no
1
flat
0
norecord
heartdisease
65
male
asymptomatic
120
255
false
normal
125
no
2
flat
0
norecord
healthy
55
male
asymptomatic
128
198
false
normal
162
yes
1
flat
1
norecord
heartdisease
61
male
non-anginalpain
130
255
false
leftventricularhypertrophy
162
no
0
up
0
norecord
healthy
49
male
non-anginalpain
140
193
false
normal
173
no
0
flat
2
norecord
heartdisease
62
male
asymptomatic
140
212
false
leftventricularhypertrophy
122
no
1
up
0
norecord
heartdisease
61
female
typicalangina
108
216
false
normal
138
no
0
up
1
norecord
heartdisease
57
male
asymptomatic
128
277
true
normal
162
no
3
flat
1
norecord
heartdisease
59
female
asymptomatic
105
275
false
normal
162
yes
0
flat
0
norecord
heartdisease
59
female
asymptomatic
110
254
false
normal
147
no
1
flat
1
norecord
healthy
45
female
asymptomatic
120
232
false
leftventricularhypertrophy
140
yes
0
up
1
norecord
healthy
67
female
non-anginalpain
120
282
true
normal
160
yes
0
down
0
norecord
heartdisease
56
female
asymptomatic
120
304
false
leftventricularhypertrophy
132
yes
2
flat
1
norecord
healthy
57
female
asymptomatic
126
230
true
normal
115
no
0
up
0
norecord
heartdisease
52
male
asymptomatic
120
227
false
leftventricularhypertrophy
152
no
0
up
0
norecord
healthy
63
male
non-anginalpain
160
240
false
leftventricularhypertrophy
146
yes
0
flat
0
norecord
heartdisease
57
male
non-anginalpain
140
212
false
normal
122
no
1
flat
0
norecord
healthy
67
male
asymptomatic
120
222
false
normal
172
yes
0
up
0
norecord
heartdisease
54
male
non-anginalpain
124
232
false
leftventricularhypertro
169
yes
2
up
0
norecord
heartdisease
63
male
atypicalangina
150
269
false
normal
132
yes
0
flat
2
norecord
heartdisease
46
female
non-anginalpain
112
212
false
normal
180
no
1
flat
0
norecord
heartdisease
59
male
asymptomatic
152
240
false
normal
130
no
0
flat
0
norecord
healthy
51
male
asymptomatic
145
256
false
normal
164
no
2
flat
0
norecord
healthy
52
female
atypicalangina
128
212
true
normal
162
no
2
flat
3
norecord
heartdisease
57
male
non-anginalpain
130
212
false
normal
148
no
0
flat
2
norecord
healthy
56
male
non-anginalpain
138
223
false
normal
125
yes
0
up
0
norecord
heartdisease
63
male
asymptomatic
130
264
false
leftventricularhypertrophy
162
yes
4
flat
3
norecord
heartdisease
62
male
non-anginalpain
150
250
false
normal
155
yes
2
flat
0
norecord
healthy
51
female
asymptomatic
140
233
false
normal
125
no
1
flat
0
norecord
healthy
58
male
asymptomatic
110
201
false
normal
151
no
0
flat
0
norecord
heartdisease
58
female
non-anginalpain
125
269
false
leftventricularhypertrophy
125
no
0
flat
0
norecord
healthy
65
male
asymptomatic
140
197
false
leftventricularhypertrophy
142
yes
2
down
1
norecord
healthy
59
female
non-anginalpain
120
204
false
normal
133
no
0
up
0
norecord
healthy
48
male
asymptomatic
150
288
false
normal
125
no
0
up
0
norecord
healthy
37
female
atypicalangina
140
243
false
leftventricularhypertrophy
143
no
1
up
0
norecord
heartdisease
42
male
asymptomatic
120
271
false
normal
152
no
0
flat
1
norecord
heartdisease
58
male
asymptomatic
130
269
false
leftventricularhypertrophy
173
no
1
up
0
norecord
heartdisease
39
male
asymptomatic
150
221
false
normal
182
yes
0
up
2
norecord
healthy
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