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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
71
0
1
160
302
0
1
162
0
0.4
2
2
2
1
58
0
2
120
340
0
1
172
0
0
2
0
2
1
58
1
0
128
259
0
0
130
1
3
1
2
3
0
61
1
2
150
243
1
1
137
1
1
1
0
2
1
58
1
0
150
270
0
0
111
1
0.8
2
0
3
0
52
1
1
120
325
0
1
172
0
0.2
2
0
2
1
46
0
1
105
204
0
1
172
0
0
2
0
2
1
51
1
2
94
227
0
1
154
1
0
2
1
3
1
52
0
2
136
196
0
0
169
0
0.1
1
0
2
1
62
1
0
120
267
0
1
99
1
1.8
1
2
3
0
56
0
1
140
294
0
0
153
0
1.3
1
0
2
1
74
0
1
120
269
0
0
121
1
0.2
2
1
2
1
53
0
2
128
216
0
0
115
0
0
2
0
0
1
53
0
0
130
264
0
0
143
0
0.4
1
0
2
1
48
0
2
130
275
0
1
139
0
0.2
2
0
2
1
45
1
0
142
309
0
0
147
1
0
1
3
3
0
66
1
1
160
246
0
1
120
1
0
1
3
1
0
57
1
0
150
276
0
0
112
1
0.6
1
1
1
0
70
1
0
130
322
0
0
109
0
2.4
1
3
2
0
63
0
0
108
269
0
1
169
1
1.8
1
2
2
0
37
1
2
130
250
0
1
187
0
3.5
0
0
2
1
54
0
2
110
214
0
1
158
0
1.6
1
0
2
1
60
1
0
130
206
0
0
132
1
2.4
1
2
3
0
54
1
2
125
273
0
0
152
0
0.5
0
1
2
1
60
1
0
130
253
0
1
144
1
1.4
2
1
3
0
65
0
2
155
269
0
1
148
0
0.8
2
0
2
1
52
1
2
172
199
1
1
162
0
0.5
2
0
3
1
43
1
0
132
247
1
0
143
1
0.1
1
4
3
0
62
0
2
130
263
0
1
97
0
1.2
1
1
3
0
57
1
0
110
201
0
1
126
1
1.5
1
0
1
1
46
0
0
138
243
0
0
152
1
0
1
0
2
1
59
1
0
164
176
1
0
90
0
1
1
2
1
0
59
1
3
134
204
0
1
162
0
0.8
2
2
2
0
62
1
2
130
231
0
1
146
0
1.8
1
3
3
1
53
1
2
130
246
1
0
173
0
0
2
3
2
1
58
1
2
112
230
0
0
165
0
2.5
1
1
3
0
48
1
1
110
229
0
1
168
0
1
0
0
3
0
58
1
2
105
240
0
0
154
1
0.6
1
0
3
1
51
1
2
110
175
0
1
123
0
0.6
2
0
2
1
58
1
1
120
284
0
0
160
0
1.8
1
0
2
0
46
0
2
142
177
0
0
160
1
1.4
0
0
2
1
59
1
1
140
221
0
1
164
1
0
2
0
2
1
64
0
0
130
303
0
1
122
0
2
1
2
2
1
58
1
0
146
218
0
1
105
0
2
1
1
3
0
59
1
0
110
239
0
0
142
1
1.2
1
1
3
0
35
1
0
126
282
0
0
156
1
0
2
0
3
0
63
1
3
145
233
1
0
150
0
2.3
0
0
1
1
45
1
3
110
264
0
1
132
0
1.2
1
0
3
0
68
1
2
180
274
1
0
150
1
1.6
1
0
3
0
70
1
1
156
245
0
0
143
0
0
2
0
2
1
42
0
0
102
265
0
0
122
0
0.6
1
0
2
1
51
0
0
130
305
0
1
142
1
1.2
1
0
3
0
54
0
2
160
201
0
1
163
0
0
2
1
2
1
57
1
2
150
168
0
1
174
0
1.6
2
0
2
1
47
1
2
108
243
0
1
152
0
0
2
0
2
0
65
0
0
150
225
0
0
114
0
1
1
3
3
0
41
0
2
112
268
0
0
172
1
0
2
0
2
1
67
1
0
120
229
0
0
129
1
2.6
1
2
3
0
47
1
2
130
253
0
1
179
0
0
2
0
2
1
52
1
0
112
230
0
1
160
0
0
2
1
2
0
63
0
0
150
407
0
0
154
0
4
1
3
3
0
49
0
1
134
271
0
1
162
0
0
1
0
2
1
69
1
2
140
254
0
0
146
0
2
1
3
3
0
58
0
0
130
197
0
1
131
0
0.6
1
0
2
1
41
1
2
130
214
0
0
168
0
2
1
0
2
1
58
1
0
128
216
0
0
131
1
2.2
1
3
3
0
59
1
0
135
234
0
1
161
0
0.5
1
0
3
1
54
1
0
140
239
0
1
160
0
1.2
2
0
2
1
44
1
0
112
290
0
0
153
0
0
2
1
2
0
58
1
1
125
220
0
1
144
0
0.4
1
4
3
1
67
0
2
152
277
0
1
172
0
0
2
1
2
1
59
1
3
178
270
0
0
145
0
4.2
0
0
3
1
60
0
0
150
258
0
0
157
0
2.6
1
2
3
0
53
0
0
138
234
0
0
160
0
0
2
0
2
1
50
0
2
120
219
0
1
158
0
1.6
1
0
2
1
44
1
2
140
235
0
0
180
0
0
2
0
2
1
68
1
2
118
277
0
1
151
0
1
2
1
3
1
67
1
0
125
254
1
1
163
0
0.2
1
2
3
0
50
0
0
110
254
0
0
159
0
0
2
0
2
1
54
0
2
135
304
1
1
170
0
0
2
0
2
1
46
1
1
101
197
1
1
156
0
0
2
0
3
1
55
1
1
130
262
0
1
155
0
0
2
0
2
1
64
1
0
145
212
0
0
132
0
2
1
2
1
0
63
0
1
140
195
0
1
179
0
0
2
2
2
1
66
1
0
112
212
0
0
132
1
0.1
2
1
2
0
55
0
0
128
205
0
2
130
1
2
1
1
3
0
43
1
0
115
303
0
1
181
0
1.2
1
0
2
1
69
0
3
140
239
0
1
151
0
1.8
2
2
2
1
65
1
3
138
282
1
0
174
0
1.4
1
1
2
0
61
1
0
138
166
0
0
125
1
3.6
1
1
2
0
65
1
0
120
177
0
1
140
0
0.4
2
0
3
1
66
0
3
150
226
0
1
114
0
2.6
0
0
2
1
55
0
1
135
250
0
0
161
0
1.4
1
0
2
1
39
1
0
118
219
0
1
140
0
1.2
1
0
3
0
60
0
2
120
178
1
1
96
0
0
2
0
2
1
52
1
0
108
233
1
1
147
0
0.1
2
3
3
1
64
1
2
140
335
0
1
158
0
0
2
0
2
0
68
0
2
120
211
0
0
115
0
1.5
1
0
2
1
44
0
2
108
141
0
1
175
0
0.6
1
0
2
1
52
1
0
128
255
0
1
161
1
0
2
1
3
0