[f1a8b9]: / heart_failure_prediction.csv

Download this file

# Age Gender Chest_Pain_Type Resting_BP Cholesterol Fasting_Blood_Sugar Resting_ECG Max_Heart_Rate Exercise_Induced_Angina Oldpeak Slope Num_Major_Vessels Thalassemia Diabetes Smoking_History Alcohol_Consumption Physical_Activity_Level Family_History BMI Heart_Failure
1 69 Male Atypical 106 250 1 ST-T Wave Abnormality 171 0 0.92 Flat 2 Normal 1 Former Heavy Low 0 36.92 1
2 32 Male Non-anginal 124 396 1 Left Ventricular Hypertrophy 73 0 0.92 Downsloping 2 Reversible Defect 1 Current None Low 0 36.92 1
3 89 Female Non-anginal 164 256 1 Left Ventricular Hypertrophy 157 0 0.92 Upsloping 1 Fixed Defect 1 Former None Low 0 36.92 0
4 78 Female Typical 116 297 1 Normal 163 1 0.92 Flat 1 Reversible Defect 1 Former Heavy Low 1 36.92 0
5 38 Male Non-anginal 88 386 1 ST-T Wave Abnormality 123 1 0.92 Upsloping 3 Fixed Defect 0 Never Moderate Low 1 36.92 1
6 92 Female Non-anginal 140 123 0 ST-T Wave Abnormality 79 0 0.92 Flat 1 Reversible Defect 0 Never Moderate High 1 36.92 0
7 92 Male Typical 114 108 1 Normal 137 0 0.92 Flat 0 Fixed Defect 1 Former None Low 1 36.92 0
8 41 Male Atypical 185 231 1 Normal 83 1 0.92 Upsloping 2 Reversible Defect 1 Former Heavy Moderate 1 36.92 1
9 20 Female Atypical 126 176 0 Normal 105 1 0.92 Upsloping 0 Fixed Defect 0 Current Moderate Moderate 0 36.92 0
10 39 Male Atypical 195 325 1 Normal 77 0 0.92 Downsloping 2 Normal 1 Former None Low 0 36.92 1
11 70 Female Non-anginal 100 230 1 Normal 170 0 0.92 Downsloping 0 Fixed Defect 0 Current Heavy Low 1 36.92 0
12 19 Male Typical 96 189 0 ST-T Wave Abnormality 153 0 0.92 Downsloping 1 Fixed Defect 0 Never Heavy High 0 36.92 1
13 47 Male Atypical 134 216 1 ST-T Wave Abnormality 157 1 0.92 Upsloping 2 Fixed Defect 0 Never None Moderate 1 36.92 1
14 55 Female Atypical 167 209 0 Normal 64 1 0.92 Flat 1 Reversible Defect 0 Former None High 0 36.92 0
15 19 Male Atypical 174 370 1 Normal 187 0 0.92 Downsloping 1 Normal 0 Current Heavy Low 1 36.92 1
16 81 Male Atypical 85 326 1 Left Ventricular Hypertrophy 146 1 0.92 Upsloping 2 Reversible Defect 0 Current Moderate Moderate 0 36.92 0
17 77 Male Typical 114 343 1 ST-T Wave Abnormality 179 0 0.92 Downsloping 0 Normal 1 Former Heavy High 1 36.92 1
18 38 Female Atypical 129 154 0 ST-T Wave Abnormality 123 0 0.92 Downsloping 3 Reversible Defect 0 Current Moderate High 0 36.92 1
19 50 Male Non-anginal 116 136 0 Normal 153 0 0.92 Downsloping 1 Fixed Defect 1 Former Heavy High 1 36.92 0
20 93 Male Non-anginal 92 154 0 ST-T Wave Abnormality 180 0 0.92 Flat 1 Fixed Defect 0 Never Moderate Moderate 1 36.92 1
21 75 Male Typical 104 111 0 ST-T Wave Abnormality 159 0 0.92 Upsloping 2 Reversible Defect 0 Former Heavy High 0 36.92 0
22 39 Female Asymptomatic 175 284 1 ST-T Wave Abnormality 194 0 0.92 Flat 2 Fixed Defect 1 Never None High 1 36.92 0
23 66 Female Atypical 80 336 0 Left Ventricular Hypertrophy 118 0 0.92 Downsloping 0 Reversible Defect 0 Never Heavy Moderate 0 36.92 0
24 76 Female Atypical 128 392 1 ST-T Wave Abnormality 128 1 0.92 Downsloping 1 Reversible Defect 0 Never None Low 1 36.92 0
25 59 Female Non-anginal 114 303 1 Normal 108 0 0.92 Flat 3 Normal 1 Current Moderate High 0 36.92 0
26 77 Female Typical 162 310 1 ST-T Wave Abnormality 70 1 0.92 Downsloping 1 Fixed Defect 0 Current Moderate Low 1 36.92 1
27 97 Male Asymptomatic 132 325 1 ST-T Wave Abnormality 160 0 0.92 Downsloping 0 Fixed Defect 1 Former Heavy Moderate 1 36.92 0
28 32 Female Non-anginal 131 106 1 Left Ventricular Hypertrophy 189 0 0.92 Flat 3 Fixed Defect 0 Current None Moderate 0 36.92 0
29 79 Female Asymptomatic 133 319 0 ST-T Wave Abnormality 169 0 0.92 Upsloping 2 Reversible Defect 1 Current None High 1 36.92 0
30 79 Male Typical 155 127 1 Left Ventricular Hypertrophy 86 0 0.92 Downsloping 2 Normal 0 Current Moderate High 1 36.92 0
31 64 Female Typical 183 392 1 Left Ventricular Hypertrophy 123 0 0.92 Downsloping 2 Fixed Defect 0 Never Heavy Moderate 0 36.92 1
32 79 Male Typical 183 311 0 Left Ventricular Hypertrophy 149 0 0.92 Upsloping 0 Reversible Defect 0 Never None High 1 36.92 0
33 68 Female Non-anginal 126 288 1 ST-T Wave Abnormality 75 1 0.92 Flat 2 Fixed Defect 0 Never None High 1 36.92 0
34 72 Male Typical 122 174 0 Normal 132 0 0.92 Flat 3 Normal 1 Never Heavy Low 0 36.92 0
35 81 Male Non-anginal 99 341 1 Normal 175 0 0.92 Downsloping 2 Reversible Defect 1 Never None Low 0 36.92 0
36 20 Female Non-anginal 112 213 0 ST-T Wave Abnormality 192 1 0.92 Downsloping 0 Reversible Defect 1 Current Moderate Moderate 0 36.92 0
37 68 Female Atypical 172 266 1 Left Ventricular Hypertrophy 66 1 0.92 Flat 1 Reversible Defect 1 Former Moderate High 0 36.92 1
38 24 Male Non-anginal 95 205 1 Normal 120 1 0.92 Downsloping 1 Reversible Defect 1 Current Heavy High 1 36.92 1
39 38 Male Non-anginal 157 250 0 ST-T Wave Abnormality 155 0 0.92 Flat 3 Normal 0 Former None Low 1 36.92 0
40 90 Male Atypical 86 183 1 Normal 179 0 0.92 Flat 0 Reversible Defect 0 Never Moderate High 1 36.92 1
41 56 Male Asymptomatic 149 311 1 ST-T Wave Abnormality 90 1 0.92 Flat 2 Reversible Defect 0 Former None Low 0 36.92 0
42 35 Male Atypical 100 366 0 Left Ventricular Hypertrophy 107 1 0.92 Downsloping 2 Reversible Defect 1 Current Moderate Moderate 1 36.92 0
43 21 Male Atypical 115 368 0 Normal 150 0 0.92 Flat 1 Normal 1 Current Moderate Moderate 0 36.92 1
44 77 Male Typical 165 276 1 ST-T Wave Abnormality 65 1 0.92 Upsloping 2 Fixed Defect 0 Current Moderate Moderate 0 36.92 1
45 31 Female Typical 183 370 0 ST-T Wave Abnormality 88 0 0.92 Upsloping 1 Fixed Defect 1 Never None Moderate 0 36.92 0
46 26 Male Atypical 133 281 1 Normal 196 1 0.92 Flat 1 Normal 1 Current Moderate Moderate 0 36.92 0
47 70 Female Typical 98 258 0 ST-T Wave Abnormality 143 0 0.92 Upsloping 2 Normal 0 Current Heavy High 0 36.92 0
48 19 Female Atypical 104 288 0 Normal 173 0 0.92 Flat 1 Reversible Defect 1 Never Heavy High 0 36.92 0
49 77 Male Typical 146 285 0 ST-T Wave Abnormality 198 1 0.92 Downsloping 1 Normal 1 Current None High 0 36.92 1
50 88 Male Non-anginal 179 345 1 Normal 78 0 0.92 Downsloping 0 Fixed Defect 0 Never Moderate Low 0 36.92 1
51 61 Female Typical 188 141 1 Left Ventricular Hypertrophy 133 1 0.92 Downsloping 2 Fixed Defect 0 Current Heavy High 1 36.92 0
52 25 Male Typical 132 384 1 Normal 192 0 0.92 Flat 0 Fixed Defect 1 Never Heavy Low 1 36.92 1
53 64 Male Non-anginal 177 399 0 ST-T Wave Abnormality 162 1 0.92 Flat 2 Normal 0 Never Moderate High 0 36.92 1
54 52 Female Atypical 154 393 1 Left Ventricular Hypertrophy 129 1 0.92 Upsloping 2 Normal 1 Current None Moderate 1 36.92 0
55 95 Female Typical 127 280 1 Left Ventricular Hypertrophy 154 1 0.92 Upsloping 2 Reversible Defect 0 Former None Low 1 36.92 0
56 98 Female Typical 121 281 0 Normal 77 1 0.92 Downsloping 2 Reversible Defect 0 Current None Low 0 36.92 0
57 53 Male Non-anginal 126 317 0 Normal 80 1 0.92 Flat 3 Reversible Defect 0 Former None High 0 36.92 1
58 67 Male Non-anginal 170 262 1 Normal 65 0 0.92 Upsloping 3 Reversible Defect 1 Current Moderate High 0 36.92 0
59 21 Female Non-anginal 121 145 1 Left Ventricular Hypertrophy 83 1 0.92 Downsloping 1 Reversible Defect 1 Current None Low 0 36.92 1
60 19 Male Asymptomatic 81 191 1 Left Ventricular Hypertrophy 119 0 0.92 Flat 0 Normal 0 Former Moderate High 0 36.92 0
61 23 Female Non-anginal 85 204 1 Normal 87 0 0.92 Upsloping 0 Fixed Defect 1 Never Moderate Low 0 36.92 1
62 71 Male Atypical 125 306 1 ST-T Wave Abnormality 133 1 0.92 Upsloping 1 Reversible Defect 1 Former Moderate Low 1 36.92 0
63 21 Female Typical 145 238 0 Left Ventricular Hypertrophy 82 0 0.92 Upsloping 0 Reversible Defect 1 Former None Moderate 0 36.92 0
64 71 Male Typical 185 128 1 Normal 138 0 0.92 Upsloping 3 Fixed Defect 1 Never None High 1 36.92 0
65 80 Female Asymptomatic 160 350 1 ST-T Wave Abnormality 105 0 0.92 Downsloping 0 Fixed Defect 1 Current Moderate Moderate 0 36.92 0
66 35 Male Typical 119 290 1 Normal 171 1 0.92 Downsloping 2 Fixed Defect 0 Former Moderate High 1 36.92 1
67 61 Male Typical 137 146 0 Left Ventricular Hypertrophy 96 0 0.92 Upsloping 2 Fixed Defect 0 Former Moderate Low 1 36.92 1
68 51 Female Atypical 191 350 0 Left Ventricular Hypertrophy 107 0 0.92 Flat 2 Normal 1 Former Moderate Low 0 36.92 1
69 91 Male Typical 157 362 1 Normal 137 0 0.92 Flat 2 Fixed Defect 1 Current Moderate Moderate 0 36.92 1
70 79 Male Atypical 153 163 1 ST-T Wave Abnormality 174 1 0.92 Flat 1 Reversible Defect 1 Former Heavy High 1 36.92 0
71 31 Female Asymptomatic 188 367 1 Left Ventricular Hypertrophy 95 1 0.92 Downsloping 1 Fixed Defect 1 Current Moderate High 0 36.92 0
72 65 Male Atypical 112 111 1 Normal 119 1 0.92 Flat 3 Reversible Defect 0 Former Moderate Moderate 0 36.92 1
73 32 Male Non-anginal 185 391 0 Normal 138 1 0.92 Flat 3 Normal 0 Former Heavy Low 0 36.92 1
74 89 Male Non-anginal 141 128 1 ST-T Wave Abnormality 172 1 0.92 Flat 3 Reversible Defect 0 Never Heavy Moderate 1 36.92 0
75 95 Female Asymptomatic 197 238 1 ST-T Wave Abnormality 156 1 0.92 Flat 1 Normal 1 Former Moderate Moderate 0 36.92 0
76 79 Female Typical 91 184 1 Left Ventricular Hypertrophy 170 1 0.92 Downsloping 0 Reversible Defect 1 Never Moderate Low 1 36.92 0
77 57 Female Atypical 175 173 0 ST-T Wave Abnormality 107 1 0.92 Flat 2 Normal 1 Never None Moderate 1 36.92 0
78 97 Female Non-anginal 128 350 0 ST-T Wave Abnormality 179 1 0.92 Upsloping 0 Fixed Defect 1 Current Heavy High 1 36.92 0
79 99 Female Atypical 167 323 0 Left Ventricular Hypertrophy 102 1 0.92 Downsloping 2 Normal 0 Former Moderate High 1 36.92 0
80 70 Male Non-anginal 157 146 0 Normal 100 0 0.92 Flat 3 Fixed Defect 1 Former Heavy Moderate 1 36.92 1
81 41 Male Atypical 84 180 0 Left Ventricular Hypertrophy 122 1 0.92 Upsloping 2 Normal 1 Never Moderate Low 1 36.92 0
82 43 Female Typical 130 220 1 Left Ventricular Hypertrophy 131 0 0.92 Downsloping 0 Fixed Defect 0 Never None High 1 36.92 0
83 77 Male Asymptomatic 148 142 0 ST-T Wave Abnormality 62 0 0.92 Upsloping 0 Normal 1 Current Heavy High 1 36.92 1
84 58 Male Typical 190 245 1 ST-T Wave Abnormality 113 0 0.92 Flat 3 Reversible Defect 0 Current None Moderate 0 36.92 0
85 46 Male Atypical 111 173 1 Normal 178 0 0.92 Flat 3 Reversible Defect 0 Never Moderate Low 1 36.92 1
86 32 Male Non-anginal 188 152 1 ST-T Wave Abnormality 93 0 0.92 Flat 0 Reversible Defect 0 Former Heavy High 1 36.92 0
87 62 Female Non-anginal 128 332 0 Normal 186 0 0.92 Upsloping 3 Fixed Defect 0 Current None Low 1 36.92 0
88 82 Female Asymptomatic 176 394 0 Normal 185 1 0.92 Downsloping 1 Reversible Defect 0 Former Moderate High 0 36.92 1
89 88 Male Typical 139 299 0 Normal 60 0 0.92 Upsloping 3 Reversible Defect 1 Never None Low 0 36.92 1
90 26 Male Typical 125 261 1 Left Ventricular Hypertrophy 158 0 0.92 Upsloping 0 Normal 0 Never None High 0 36.92 0
91 18 Female Typical 147 136 1 ST-T Wave Abnormality 69 1 0.92 Upsloping 1 Reversible Defect 0 Never Moderate Moderate 1 36.92 0
92 25 Male Non-anginal 173 196 0 ST-T Wave Abnormality 142 0 0.92 Flat 0 Fixed Defect 1 Current Moderate Low 0 36.92 1
93 80 Male Asymptomatic 120 148 0 Normal 198 0 0.92 Upsloping 1 Fixed Defect 0 Current Heavy Low 0 36.92 1
94 28 Male Non-anginal 160 109 0 ST-T Wave Abnormality 178 1 0.92 Upsloping 3 Normal 0 Never None High 1 36.92 0
95 98 Female Typical 146 139 1 Normal 186 0 0.92 Upsloping 3 Fixed Defect 1 Former Heavy Low 1 36.92 1
96 25 Female Atypical 92 252 1 ST-T Wave Abnormality 158 1 0.92 Downsloping 0 Fixed Defect 1 Current Moderate Low 1 36.92 0
97 52 Male Non-anginal 187 205 0 Left Ventricular Hypertrophy 125 1 0.92 Upsloping 1 Normal 0 Never Moderate High 0 36.92 1
98 52 Male Asymptomatic 191 140 1 ST-T Wave Abnormality 62 0 0.92 Upsloping 0 Reversible Defect 0 Never None Moderate 0 36.92 1
99 50 Male Typical 179 263 1 Normal 118 0 0.92 Flat 2 Normal 0 Former Moderate Moderate 1 36.92 0
100 22 Male Atypical 97 357 0 Left Ventricular Hypertrophy 164 0 0.92 Upsloping 3 Normal 1 Current None Moderate 1 36.92 1