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heart-disease

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age
int64
29
77
sex
int64
0
1
cp
int64
0
4
trestbps
int64
94
200
chol
int64
126
564
fbs
int64
0
1
restecg
int64
0
2
thalach
int64
71
202
exang
int64
0
1
oldpeak
float64
0
6.2
slope
int64
1
3
ca
int64
0
3
thal
stringclasses
5 values
target
int64
0
1
63
1
1
145
233
1
2
150
0
2.3
3
0
fixed
0
67
1
4
160
286
0
2
108
1
1.5
2
3
normal
1
67
1
4
120
229
0
2
129
1
2.6
2
2
reversible
0
37
1
3
130
250
0
0
187
0
3.5
3
0
normal
0
41
0
2
130
204
0
2
172
0
1.4
1
0
normal
0
56
1
2
120
236
0
0
178
0
0.8
1
0
normal
0
62
0
4
140
268
0
2
160
0
3.6
3
2
normal
1
57
0
4
120
354
0
0
163
1
0.6
1
0
normal
0
63
1
4
130
254
0
2
147
0
1.4
2
1
reversible
1
53
1
4
140
203
1
2
155
1
3.1
3
0
reversible
0
57
1
4
140
192
0
0
148
0
0.4
2
0
fixed
0
56
0
2
140
294
0
2
153
0
1.3
2
0
normal
0
56
1
3
130
256
1
2
142
1
0.6
2
1
fixed
1
44
1
2
120
263
0
0
173
0
0
1
0
reversible
0
52
1
3
172
199
1
0
162
0
0.5
1
0
reversible
0
57
1
3
150
168
0
0
174
0
1.6
1
0
normal
0
48
1
2
110
229
0
0
168
0
1
3
0
reversible
0
54
1
4
140
239
0
0
160
0
1.2
1
0
normal
0
48
0
3
130
275
0
0
139
0
0.2
1
0
normal
0
49
1
2
130
266
0
0
171
0
0.6
1
0
normal
0
64
1
1
110
211
0
2
144
1
1.8
2
0
normal
0
58
0
1
150
283
1
2
162
0
1
1
0
normal
0
58
1
2
120
284
0
2
160
0
1.8
2
0
normal
0
58
1
3
132
224
0
2
173
0
3.2
1
2
reversible
1
60
1
4
130
206
0
2
132
1
2.4
2
2
reversible
1
50
0
3
120
219
0
0
158
0
1.6
2
0
normal
0
58
0
3
120
340
0
0
172
0
0
1
0
normal
0
66
0
1
150
226
0
0
114
0
2.6
3
0
normal
0
43
1
4
150
247
0
0
171
0
1.5
1
0
normal
0
40
1
4
110
167
0
2
114
1
2
2
0
reversible
1
69
0
1
140
239
0
0
151
0
1.8
1
2
normal
0
60
1
4
117
230
1
0
160
1
1.4
1
2
reversible
1
64
1
3
140
335
0
0
158
0
0
1
0
normal
0
59
1
4
135
234
0
0
161
0
0.5
2
0
reversible
0
44
1
3
130
233
0
0
179
1
0.4
1
0
normal
0
42
1
4
140
226
0
0
178
0
0
1
0
normal
0
43
1
4
120
177
0
2
120
1
2.5
2
0
reversible
1
57
1
4
150
276
0
2
112
1
0.6
2
1
fixed
0
55
1
4
132
353
0
0
132
1
1.2
2
1
reversible
1
61
1
3
150
243
1
0
137
1
1
2
0
normal
0
65
0
4
150
225
0
2
114
0
1
2
3
reversible
1
65
0
3
155
269
0
0
148
0
0.8
1
0
normal
0
67
1
4
125
254
1
0
163
0
0.2
2
2
reversible
1
62
1
4
120
267
0
0
99
1
1.8
2
2
reversible
0
65
1
4
110
248
0
2
158
0
0.6
1
2
fixed
0
44
1
4
110
197
0
2
177
0
0
1
1
normal
0
65
0
3
160
360
0
2
151
0
0.8
1
0
normal
0
60
1
4
125
258
0
2
141
1
2.8
2
1
reversible
0
51
0
3
140
308
0
2
142
0
1.5
1
1
normal
0
48
1
2
130
245
0
2
180
0
0.2
2
0
normal
0
58
1
4
150
270
0
2
111
1
0.8
1
0
reversible
1
45
1
4
104
208
0
2
148
1
3
2
0
normal
0
53
0
4
130
264
0
2
143
0
0.4
2
0
normal
0
39
1
3
140
321
0
2
182
0
0
1
0
normal
0
68
1
3
180
274
1
2
150
1
1.6
2
0
reversible
1
52
1
2
120
325
0
0
172
0
0.2
1
0
normal
0
44
1
3
140
235
0
2
180
0
0
1
0
normal
0
47
1
3
138
257
0
2
156
0
0
1
0
normal
0
53
0
4
138
234
0
2
160
0
0
1
0
normal
0
51
0
3
130
256
0
2
149
0
0.5
1
0
normal
0
66
1
4
120
302
0
2
151
0
0.4
2
0
normal
0
62
0
4
160
164
0
2
145
0
6.2
3
3
reversible
1
62
1
3
130
231
0
0
146
0
1.8
2
3
reversible
0
44
0
3
108
141
0
0
175
0
0.6
2
0
normal
0
63
0
3
135
252
0
2
172
0
0
1
0
normal
0
52
1
4
128
255
0
0
161
1
0
1
1
reversible
0
62
0
3
130
263
0
0
97
0
1.2
2
1
reversible
1
41
1
2
135
203
0
0
132
0
0
2
0
fixed
0
58
1
3
140
211
1
2
165
0
0
1
0
normal
0
35
0
4
138
183
0
0
182
0
1.4
1
0
normal
0
63
1
4
130
330
1
2
132
1
1.8
1
3
reversible
1
51
1
3
100
222
0
0
143
1
1.2
2
0
normal
0
55
1
4
140
217
0
0
111
1
5.6
3
0
reversible
1
65
1
1
138
282
1
2
174
0
1.4
2
1
normal
0
45
0
2
130
234
0
2
175
0
0.6
2
0
normal
0
56
0
4
200
288
1
2
133
1
4
3
2
reversible
1
54
1
4
110
239
0
0
126
1
2.8
2
1
reversible
1
44
1
2
120
220
0
0
170
0
0
1
0
normal
0
62
0
4
124
209
0
0
163
0
0
1
0
normal
0
54
1
3
120
258
0
2
147
0
0.4
2
0
reversible
0
51
1
3
94
227
0
0
154
1
0
1
1
reversible
0
29
1
2
130
204
0
2
202
0
0
1
0
normal
0
51
1
4
140
261
0
2
186
1
0
1
0
normal
0
43
0
3
122
213
0
0
165
0
0.2
2
0
normal
0
55
0
2
135
250
0
2
161
0
1.4
2
0
normal
0
70
1
4
145
174
0
0
125
1
2.6
3
0
reversible
1
62
1
2
120
281
0
2
103
0
1.4
2
1
reversible
1
35
1
4
120
198
0
0
130
1
1.6
2
0
reversible
0
51
1
3
125
245
1
2
166
0
2.4
2
0
normal
0
59
1
2
140
221
0
0
164
1
0
1
0
normal
0
59
1
1
170
288
0
2
159
0
0.2
2
0
reversible
0
52
1
2
128
205
1
0
184
0
0
1
0
normal
0
64
1
3
125
309
0
0
131
1
1.8
2
0
reversible
0
58
1
3
105
240
0
2
154
1
0.6
2
0
reversible
0
47
1
3
108
243
0
0
152
0
0
1
0
normal
0
57
1
4
165
289
1
2
124
0
1
2
3
reversible
1
41
1
3
112
250
0
0
179
0
0
1
0
normal
0
45
1
2
128
308
0
2
170
0
0
1
0
normal
0
60
0
3
102
318
0
0
160
0
0
1
1
normal
0
52
1
1
152
298
1
0
178
0
1.2
2
0
reversible
0
End of preview. Expand in Dataset Viewer.

The Heart Disease Data Set is provided by the Cleveland Clinic Foundation for Heart Disease. It's a CSV file with 303 rows. Each row contains information about a patient (a sample), and each column describes an attribute of the patient (a feature). We use the features to predict whether a patient has a heart disease (binary classification).

It is originally hosted here.

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Number of rows:
303