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
60
M
ASY
160
0
1
Normal
149
N
0.4
Flat
1
55
M
ATA
140
0
0
ST
150
N
0.2
Up
0
53
M
ASY
125
0
1
Normal
120
N
1.5
Up
1
62
F
ASY
120
0
1
ST
123
Y
1.7
Down
1
51
M
ASY
95
0
1
Normal
126
N
2.2
Flat
1
51
F
ASY
120
0
1
Normal
127
Y
1.5
Up
1
55
M
ASY
115
0
1
Normal
155
N
0.1
Flat
1
53
M
ATA
130
0
0
ST
120
N
0.7
Down
0
58
M
ASY
115
0
1
Normal
138
N
0.5
Up
1
57
M
ASY
95
0
1
Normal
182
N
0.7
Down
1
65
M
ASY
155
0
0
Normal
154
N
1
Up
0
60
M
ASY
125
0
1
Normal
110
N
0.1
Up
1
41
M
ASY
125
0
1
Normal
176
N
1.6
Up
1
34
M
ASY
115
0
1
Normal
154
N
0.2
Up
1
53
M
ASY
80
0
0
Normal
141
Y
2
Down
0
74
M
ATA
145
0
1
ST
123
N
1.3
Up
1
57
M
NAP
105
0
1
Normal
148
N
0.3
Flat
1
56
M
ASY
140
0
1
Normal
121
Y
1.8
Up
1
61
M
ASY
130
0
1
Normal
77
N
2.5
Flat
1
68
M
ASY
145
0
1
Normal
136
N
1.8
Up
1
59
M
NAP
125
0
1
Normal
175
N
2.6
Flat
1
63
M
ASY
100
0
1
Normal
109
N
-0.9
Flat
1
38
F
ASY
105
0
1
Normal
166
N
2.8
Up
1
62
M
ASY
115
0
1
Normal
128
Y
2.5
Down
1
46
M
ASY
100
0
1
ST
133
N
-2.6
Flat
1
42
M
ASY
105
0
1
Normal
128
Y
-1.5
Down
1
45
M
NAP
110
0
0
Normal
138
N
-0.1
Up
0
59
M
ASY
125
0
1
Normal
119
Y
0.9
Up
1
52
M
ASY
95
0
1
Normal
82
Y
0.8
Flat
1
60
M
ASY
130
0
1
ST
130
Y
1.1
Down
1
60
M
NAP
115
0
1
Normal
143
N
2.4
Up
1
56
M
ASY
115
0
1
ST
82
N
-1
Up
1
38
M
NAP
100
0
0
Normal
179
N
-1.1
Up
0
40
M
ASY
95
0
1
ST
144
N
0
Up
1
51
M
ASY
130
0
1
Normal
170
N
-0.7
Up
1
62
M
TA
120
0
1
LVH
134
N
-0.8
Flat
1
72
M
NAP
160
0
0
LVH
114
N
1.6
Flat
0
63
M
ASY
150
0
1
ST
154
N
3.7
Up
1
63
M
ASY
140
0
1
LVH
149
N
2
Up
1
64
F
ASY
95
0
1
Normal
145
N
1.1
Down
1
43
M
ASY
100
0
1
Normal
122
N
1.5
Down
1
64
M
ASY
110
0
1
Normal
114
Y
1.3
Down
1
61
M
ASY
110
0
1
Normal
113
N
1.4
Flat
1
52
M
ASY
130
0
1
Normal
120
N
0
Flat
1
51
M
ASY
120
0
1
Normal
104
N
0
Flat
1
69
M
ASY
135
0
0
Normal
130
N
0
Flat
1
59
M
ASY
120
0
0
Normal
115
N
0
Flat
1
48
M
ASY
115
0
1
Normal
128
N
0
Flat
1
69
M
ASY
137
0
0
ST
104
Y
1.6
Flat
1
36
M
ASY
110
0
1
Normal
125
Y
1
Flat
1
53
M
ASY
120
0
1
Normal
120
N
0
Flat
1
43
M
ASY
140
0
0
ST
140
Y
0.5
Up
1
56
M
ASY
120
0
0
ST
100
Y
-1
Down
1
58
M
ASY
130
0
0
ST
100
Y
1
Flat
1
55
M
ASY
120
0
0
ST
92
N
0.3
Up
1
67
M
TA
145
0
0
LVH
125
N
0
Flat
1
46
M
ASY
115
0
0
Normal
113
Y
1.5
Flat
1
53
M
ATA
120
0
0
Normal
95
N
0
Flat
1
38
M
NAP
115
0
0
Normal
128
Y
0
Flat
1
53
M
NAP
105
0
0
Normal
115
N
0
Flat
1
62
M
NAP
160
0
0
Normal
72
Y
0
Flat
1
47
M
ASY
160
0
0
Normal
124
Y
0
Flat
1
56
M
NAP
155
0
0
ST
99
N
0
Flat
1
56
M
ASY
120
0
0
ST
148
N
0
Flat
1
56
M
NAP
120
0
0
Normal
97
N
0
Flat
0
64
F
ASY
200
0
0
Normal
140
Y
1
Flat
1
61
M
ASY
150
0
0
Normal
117
Y
2
Flat
1
68
M
ASY
135
0
0
ST
120
Y
0
Up
1
57
M
ASY
140
0
0
Normal
120
Y
2
Flat
1
63
M
ASY
150
0
0
Normal
86
Y
2
Flat
1
60
M
ASY
135
0
0
Normal
63
Y
0.5
Up
1
66
M
ASY
150
0
0
Normal
108
Y
2
Flat
1
63
M
ASY
185
0
0
Normal
98
Y
0
Up
1
59
M
ASY
135
0
0
Normal
115
Y
1
Flat
1
61
M
ASY
125
0
0
Normal
105
Y
0
Down
1
73
F
NAP
160
0
0
ST
121
N
0
Up
1
47
M
NAP
155
0
0
Normal
118
Y
1
Flat
1
65
M
ASY
160
0
1
ST
122
N
1.2
Flat
1
70
M
ASY
140
0
1
Normal
157
Y
2
Flat
1
50
M
ASY
120
0
0
ST
156
Y
0
Up
1
60
M
ASY
160
0
0
ST
99
Y
0.5
Flat
1
50
M
ASY
115
0
0
Normal
120
Y
0.5
Flat
1
43
M
ASY
115
0
0
Normal
145
Y
2
Flat
1
38
F
ASY
110
0
0
Normal
156
N
0
Flat
1
54
M
ASY
120
0
0
Normal
155
N
0
Flat
1
61
M
ASY
150
0
0
Normal
105
Y
0
Flat
1
42
M
ASY
145
0
0
Normal
99
Y
0
Flat
1
53
M
ASY
130
0
0
LVH
135
Y
1
Flat
1
55
M
ASY
140
0
0
Normal
83
N
0
Flat
1
61
M
ASY
160
0
1
ST
145
N
1
Flat
1
51
M
ASY
140
0
0
Normal
60
N
0
Flat
1
70
M
ASY
115
0
0
ST
92
Y
0
Flat
1
61
M
ASY
130
0
0
LVH
115
N
0
Flat
1
38
M
ASY
150
0
1
Normal
120
Y
0.7
Flat
1
57
M
ASY
160
0
1
Normal
98
Y
2
Flat
1
38
M
ASY
135
0
1
Normal
150
N
0
Flat
1
62
F
TA
140
0
1
Normal
143
N
0
Flat
1
58
M
ASY
170
0
1
ST
105
Y
0
Flat
1
52
M
ASY
165
0
1
Normal
122
Y
1
Up
1
61
M
NAP
200
0
1
ST
70
N
0
Flat
1