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Heart-Disease-Dataset-with-Removed-Duplicates

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age
int64
29
77
sex
int64
0
1
cp
int64
0
3
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
0
2
ca
int64
0
4
thal
int64
0
3
target
int64
0
1
63
1
0
130
254
0
0
147
0
1.4
1
1
3
0
43
1
0
120
177
0
0
120
1
2.5
1
0
3
0
42
1
1
120
295
0
1
162
0
0
2
0
2
1
60
1
0
145
282
0
0
142
1
2.8
1
2
3
0
65
0
2
140
417
1
0
157
0
0.8
2
1
2
1
61
1
0
120
260
0
1
140
1
3.6
1
1
3
0
60
0
3
150
240
0
1
171
0
0.9
2
0
2
1
66
1
0
120
302
0
0
151
0
0.4
1
0
2
1
52
1
2
138
223
0
1
169
0
0
2
4
2
1
57
1
0
140
192
0
1
148
0
0.4
1
0
1
1
51
0
2
130
256
0
0
149
0
0.5
2
0
2
1
58
0
0
170
225
1
0
146
1
2.8
1
2
1
0
64
0
0
180
325
0
1
154
1
0
2
0
2
1
41
1
1
110
235
0
1
153
0
0
2
0
2
1
57
1
0
152
274
0
1
88
1
1.2
1
1
3
0
63
0
0
124
197
0
1
136
1
0
1
0
2
0
61
1
3
134
234
0
1
145
0
2.6
1
2
2
0
34
1
3
118
182
0
0
174
0
0
2
0
2
1
47
1
0
112
204
0
1
143
0
0.1
2
0
2
1
40
1
0
110
167
0
0
114
1
2
1
0
3
0
51
0
2
120
295
0
0
157
0
0.6
2
0
2
1
41
1
0
110
172
0
0
158
0
0
2
0
3
0
52
1
3
152
298
1
1
178
0
1.2
1
0
3
1
39
1
2
140
321
0
0
182
0
0
2
0
2
1
54
1
1
192
283
0
0
195
0
0
2
1
3
0
58
1
0
125
300
0
0
171
0
0
2
2
3
0
63
1
0
130
330
1
0
132
1
1.8
2
3
3
0
40
1
3
140
199
0
1
178
1
1.4
2
0
3
1
67
0
2
115
564
0
0
160
0
1.6
1
0
3
1
41
1
1
120
157
0
1
182
0
0
2
0
2
1
77
1
0
125
304
0
0
162
1
0
2
3
2
0
51
1
2
100
222
0
1
143
1
1.2
1
0
2
1
48
1
0
124
274
0
0
166
0
0.5
1
0
3
0
56
1
0
132
184
0
0
105
1
2.1
1
1
1
0
57
0
0
120
354
0
1
163
1
0.6
2
0
2
1
43
1
2
130
315
0
1
162
0
1.9
2
1
2
1
45
0
1
112
160
0
1
138
0
0
1
0
2
1
43
1
0
150
247
0
1
171
0
1.5
2
0
2
1
56
1
0
130
283
1
0
103
1
1.6
0
0
3
0
56
1
1
120
240
0
1
169
0
0
0
0
2
1
39
0
2
94
199
0
1
179
0
0
2
0
2
1
54
1
0
110
239
0
1
126
1
2.8
1
1
3
0
56
0
0
200
288
1
0
133
1
4
0
2
3
0
64
1
0
120
246
0
0
96
1
2.2
0
1
2
0
56
0
0
134
409
0
0
150
1
1.9
1
2
3
0
64
1
3
110
211
0
0
144
1
1.8
1
0
2
1
60
1
0
140
293
0
0
170
0
1.2
1
2
3
0
42
1
2
130
180
0
1
150
0
0
2
0
2
1
45
1
1
128
308
0
0
170
0
0
2
0
2
1
57
1
0
165
289
1
0
124
0
1
1
3
3
0
64
1
2
125
309
0
1
131
1
1.8
1
0
3
0
41
1
2
112
250
0
1
179
0
0
2
0
2
1
56
1
1
130
221
0
0
163
0
0
2
0
3
1
69
1
3
160
234
1
0
131
0
0.1
1
1
2
1
67
1
0
160
286
0
0
108
1
1.5
1
3
2
0
58
1
0
100
234
0
1
156
0
0.1
2
1
3
0
45
1
0
115
260
0
0
185
0
0
2
0
2
1
60
0
2
102
318
0
1
160
0
0
2
1
2
1
50
1
0
144
200
0
0
126
1
0.9
1
0
3
0
64
1
3
170
227
0
0
155
0
0.6
1
0
3
1
42
1
3
148
244
0
0
178
0
0.8
2
2
2
1
42
1
2
120
240
1
1
194
0
0.8
0
0
3
1
50
1
0
150
243
0
0
128
0
2.6
1
0
3
0
49
1
1
130
266
0
1
171
0
0.6
2
0
2
1
65
1
0
135
254
0
0
127
0
2.8
1
1
3
0
46
1
0
140
311
0
1
120
1
1.8
1
2
3
0
57
0
1
130
236
0
0
174
0
0
1
1
2
0
51
1
0
140
261
0
0
186
1
0
2
0
2
1
54
1
2
150
232
0
0
165
0
1.6
2
0
3
1
44
0
2
118
242
0
1
149
0
0.3
1
1
2
1
52
1
1
128
205
1
1
184
0
0
2
0
2
1
56
1
1
120
236
0
1
178
0
0.8
2
0
2
1
60
1
0
125
258
0
0
141
1
2.8
1
1
3
0
41
0
1
126
306
0
1
163
0
0
2
0
2
1
49
0
0
130
269
0
1
163
0
0
2
0
2
1
57
1
1
124
261
0
1
141
0
0.3
2
0
3
0
62
0
0
150
244
0
1
154
1
1.4
1
0
2
0
54
0
1
132
288
1
0
159
1
0
2
1
2
1
51
1
2
125
245
1
0
166
0
2.4
1
0
2
1
44
1
1
130
219
0
0
188
0
0
2
0
2
1
39
0
2
138
220
0
1
152
0
0
1
0
2
1
55
1
0
132
353
0
1
132
1
1.2
1
1
3
0
35
1
0
120
198
0
1
130
1
1.6
1
0
3
0
62
0
0
140
394
0
0
157
0
1.2
1
0
2
1
35
0
0
138
183
0
1
182
0
1.4
2
0
2
1
38
1
3
120
231
0
1
182
1
3.8
1
0
3
0
44
1
2
120
226
0
1
169
0
0
2
0
2
1
48
1
0
122
222
0
0
186
0
0
2
0
2
1
67
1
0
120
237
0
1
71
0
1
1
0
2
0
58
1
2
132
224
0
0
173
0
3.2
2
2
3
0
71
0
2
110
265
1
0
130
0
0
2
1
2
1
43
1
0
110
211
0
1
161
0
0
2
0
3
1
44
1
1
120
263
0
1
173
0
0
2
0
3
1
66
1
0
160
228
0
0
138
0
2.3
2
0
1
1
57
1
0
132
207
0
1
168
1
0
2
0
3
1
41
0
1
105
198
0
1
168
0
0
2
1
2
1
45
0
1
130
234
0
0
175
0
0.6
1
0
2
1
35
1
1
122
192
0
1
174
0
0
2
0
2
1
41
0
1
130
204
0
0
172
0
1.4
2
0
2
1
64
0
2
140
313
0
1
133
0
0.2
2
0
3
1