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heart_failure_clinical_records.csv
| # | age | anaemia | creatinine_phosphokinase | diabetes | ejection_fraction | high_blood_pressure | platelets | serum_creatinine | serum_sodium | sex | smoking | time | DEATH_EVENT |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 75 | 0 | 582 | 0 | 20 | 1 | 265000 | 1.9 | 130 | 1 | 0 | 4 | 1 |
| 2 | 55 | 0 | 7861 | 0 | 38 | 0 | 263358.03 | 1.1 | 136 | 1 | 0 | 6 | 1 |
| 3 | 65 | 0 | 146 | 0 | 20 | 0 | 162000 | 1.3 | 129 | 1 | 1 | 7 | 1 |
| 4 | 50 | 1 | 111 | 0 | 20 | 0 | 210000 | 1.9 | 137 | 1 | 0 | 7 | 1 |
| 5 | 65 | 1 | 160 | 1 | 20 | 0 | 327000 | 2.7 | 116 | 0 | 0 | 8 | 1 |
| 6 | 90 | 1 | 47 | 0 | 40 | 1 | 204000 | 2.1 | 132 | 1 | 1 | 8 | 1 |
| 7 | 75 | 1 | 246 | 0 | 15 | 0 | 127000 | 1.2 | 137 | 1 | 0 | 10 | 1 |
| 8 | 60 | 1 | 315 | 1 | 60 | 0 | 454000 | 1.1 | 131 | 1 | 1 | 10 | 1 |
| 9 | 65 | 0 | 157 | 0 | 65 | 0 | 263358.03 | 1.5 | 138 | 0 | 0 | 10 | 1 |
| 10 | 80 | 1 | 123 | 0 | 35 | 1 | 388000 | 9.4 | 133 | 1 | 1 | 10 | 1 |
| 11 | 75 | 1 | 81 | 0 | 38 | 1 | 368000 | 4 | 131 | 1 | 1 | 10 | 1 |
| 12 | 62 | 0 | 231 | 0 | 25 | 1 | 253000 | 0.9 | 140 | 1 | 1 | 10 | 1 |
| 13 | 45 | 1 | 981 | 0 | 30 | 0 | 136000 | 1.1 | 137 | 1 | 0 | 11 | 1 |
| 14 | 50 | 1 | 168 | 0 | 38 | 1 | 276000 | 1.1 | 137 | 1 | 0 | 11 | 1 |
| 15 | 49 | 1 | 80 | 0 | 30 | 1 | 427000 | 1 | 138 | 0 | 0 | 12 | 0 |
| 16 | 82 | 1 | 379 | 0 | 50 | 0 | 47000 | 1.3 | 136 | 1 | 0 | 13 | 1 |
| 17 | 87 | 1 | 149 | 0 | 38 | 0 | 262000 | 0.9 | 140 | 1 | 0 | 14 | 1 |
| 18 | 45 | 0 | 582 | 0 | 14 | 0 | 166000 | 0.8 | 127 | 1 | 0 | 14 | 1 |
| 19 | 70 | 1 | 125 | 0 | 25 | 1 | 237000 | 1 | 140 | 0 | 0 | 15 | 1 |
| 20 | 48 | 1 | 582 | 1 | 55 | 0 | 87000 | 1.9 | 121 | 0 | 0 | 15 | 1 |
| 21 | 65 | 1 | 52 | 0 | 25 | 1 | 276000 | 1.3 | 137 | 0 | 0 | 16 | 0 |
| 22 | 65 | 1 | 128 | 1 | 30 | 1 | 297000 | 1.6 | 136 | 0 | 0 | 20 | 1 |
| 23 | 68 | 1 | 220 | 0 | 35 | 1 | 289000 | 0.9 | 140 | 1 | 1 | 20 | 1 |
| 24 | 53 | 0 | 63 | 1 | 60 | 0 | 368000 | 0.8 | 135 | 1 | 0 | 22 | 0 |
| 25 | 75 | 0 | 582 | 1 | 30 | 1 | 263358.03 | 1.83 | 134 | 0 | 0 | 23 | 1 |
| 26 | 80 | 0 | 148 | 1 | 38 | 0 | 149000 | 1.9 | 144 | 1 | 1 | 23 | 1 |
| 27 | 95 | 1 | 112 | 0 | 40 | 1 | 196000 | 1 | 138 | 0 | 0 | 24 | 1 |
| 28 | 70 | 0 | 122 | 1 | 45 | 1 | 284000 | 1.3 | 136 | 1 | 1 | 26 | 1 |
| 29 | 58 | 1 | 60 | 0 | 38 | 0 | 153000 | 5.8 | 134 | 1 | 0 | 26 | 1 |
| 30 | 82 | 0 | 70 | 1 | 30 | 0 | 200000 | 1.2 | 132 | 1 | 1 | 26 | 1 |
| 31 | 94 | 0 | 582 | 1 | 38 | 1 | 263358.03 | 1.83 | 134 | 1 | 0 | 27 | 1 |
| 32 | 85 | 0 | 23 | 0 | 45 | 0 | 360000 | 3 | 132 | 1 | 0 | 28 | 1 |
| 33 | 50 | 1 | 249 | 1 | 35 | 1 | 319000 | 1 | 128 | 0 | 0 | 28 | 1 |
| 34 | 50 | 1 | 159 | 1 | 30 | 0 | 302000 | 1.2 | 138 | 0 | 0 | 29 | 0 |
| 35 | 65 | 0 | 94 | 1 | 50 | 1 | 188000 | 1 | 140 | 1 | 0 | 29 | 1 |
| 36 | 69 | 0 | 582 | 1 | 35 | 0 | 228000 | 3.5 | 134 | 1 | 0 | 30 | 1 |
| 37 | 90 | 1 | 60 | 1 | 50 | 0 | 226000 | 1 | 134 | 1 | 0 | 30 | 1 |
| 38 | 82 | 1 | 855 | 1 | 50 | 1 | 321000 | 1 | 145 | 0 | 0 | 30 | 1 |
| 39 | 60 | 0 | 2656 | 1 | 30 | 0 | 305000 | 2.3 | 137 | 1 | 0 | 30 | 0 |
| 40 | 60 | 0 | 235 | 1 | 38 | 0 | 329000 | 3 | 142 | 0 | 0 | 30 | 1 |
| 41 | 70 | 0 | 582 | 0 | 20 | 1 | 263358.03 | 1.83 | 134 | 1 | 1 | 31 | 1 |
| 42 | 50 | 0 | 124 | 1 | 30 | 1 | 153000 | 1.2 | 136 | 0 | 1 | 32 | 1 |
| 43 | 70 | 0 | 571 | 1 | 45 | 1 | 185000 | 1.2 | 139 | 1 | 1 | 33 | 1 |
| 44 | 72 | 0 | 127 | 1 | 50 | 1 | 218000 | 1 | 134 | 1 | 0 | 33 | 0 |
| 45 | 60 | 1 | 588 | 1 | 60 | 0 | 194000 | 1.1 | 142 | 0 | 0 | 33 | 1 |
| 46 | 50 | 0 | 582 | 1 | 38 | 0 | 310000 | 1.9 | 135 | 1 | 1 | 35 | 1 |
| 47 | 51 | 0 | 1380 | 0 | 25 | 1 | 271000 | 0.9 | 130 | 1 | 0 | 38 | 1 |
| 48 | 60 | 0 | 582 | 1 | 38 | 1 | 451000 | 0.6 | 138 | 1 | 1 | 40 | 1 |
| 49 | 80 | 1 | 553 | 0 | 20 | 1 | 140000 | 4.4 | 133 | 1 | 0 | 41 | 1 |
| 50 | 57 | 1 | 129 | 0 | 30 | 0 | 395000 | 1 | 140 | 0 | 0 | 42 | 1 |
| 51 | 68 | 1 | 577 | 0 | 25 | 1 | 166000 | 1 | 138 | 1 | 0 | 43 | 1 |
| 52 | 53 | 1 | 91 | 0 | 20 | 1 | 418000 | 1.4 | 139 | 0 | 0 | 43 | 1 |
| 53 | 60 | 0 | 3964 | 1 | 62 | 0 | 263358.03 | 6.8 | 146 | 0 | 0 | 43 | 1 |
| 54 | 70 | 1 | 69 | 1 | 50 | 1 | 351000 | 1 | 134 | 0 | 0 | 44 | 1 |
| 55 | 60 | 1 | 260 | 1 | 38 | 0 | 255000 | 2.2 | 132 | 0 | 1 | 45 | 1 |
| 56 | 95 | 1 | 371 | 0 | 30 | 0 | 461000 | 2 | 132 | 1 | 0 | 50 | 1 |
| 57 | 70 | 1 | 75 | 0 | 35 | 0 | 223000 | 2.7 | 138 | 1 | 1 | 54 | 0 |
| 58 | 60 | 1 | 607 | 0 | 40 | 0 | 216000 | 0.6 | 138 | 1 | 1 | 54 | 0 |
| 59 | 49 | 0 | 789 | 0 | 20 | 1 | 319000 | 1.1 | 136 | 1 | 1 | 55 | 1 |
| 60 | 72 | 0 | 364 | 1 | 20 | 1 | 254000 | 1.3 | 136 | 1 | 1 | 59 | 1 |
| 61 | 45 | 0 | 7702 | 1 | 25 | 1 | 390000 | 1 | 139 | 1 | 0 | 60 | 1 |
| 62 | 50 | 0 | 318 | 0 | 40 | 1 | 216000 | 2.3 | 131 | 0 | 0 | 60 | 1 |
| 63 | 55 | 0 | 109 | 0 | 35 | 0 | 254000 | 1.1 | 139 | 1 | 1 | 60 | 0 |
| 64 | 45 | 0 | 582 | 0 | 35 | 0 | 385000 | 1 | 145 | 1 | 0 | 61 | 1 |
| 65 | 45 | 0 | 582 | 0 | 80 | 0 | 263358.03 | 1.18 | 137 | 0 | 0 | 63 | 0 |
| 66 | 60 | 0 | 68 | 0 | 20 | 0 | 119000 | 2.9 | 127 | 1 | 1 | 64 | 1 |
| 67 | 42 | 1 | 250 | 1 | 15 | 0 | 213000 | 1.3 | 136 | 0 | 0 | 65 | 1 |
| 68 | 72 | 1 | 110 | 0 | 25 | 0 | 274000 | 1 | 140 | 1 | 1 | 65 | 1 |
| 69 | 70 | 0 | 161 | 0 | 25 | 0 | 244000 | 1.2 | 142 | 0 | 0 | 66 | 1 |
| 70 | 65 | 0 | 113 | 1 | 25 | 0 | 497000 | 1.83 | 135 | 1 | 0 | 67 | 1 |
| 71 | 41 | 0 | 148 | 0 | 40 | 0 | 374000 | 0.8 | 140 | 1 | 1 | 68 | 0 |
| 72 | 58 | 0 | 582 | 1 | 35 | 0 | 122000 | 0.9 | 139 | 1 | 1 | 71 | 0 |
| 73 | 85 | 0 | 5882 | 0 | 35 | 0 | 243000 | 1 | 132 | 1 | 1 | 72 | 1 |
| 74 | 65 | 0 | 224 | 1 | 50 | 0 | 149000 | 1.3 | 137 | 1 | 1 | 72 | 0 |
| 75 | 69 | 0 | 582 | 0 | 20 | 0 | 266000 | 1.2 | 134 | 1 | 1 | 73 | 1 |
| 76 | 60 | 1 | 47 | 0 | 20 | 0 | 204000 | 0.7 | 139 | 1 | 1 | 73 | 1 |
| 77 | 70 | 0 | 92 | 0 | 60 | 1 | 317000 | 0.8 | 140 | 0 | 1 | 74 | 0 |
| 78 | 42 | 0 | 102 | 1 | 40 | 0 | 237000 | 1.2 | 140 | 1 | 0 | 74 | 0 |
| 79 | 75 | 1 | 203 | 1 | 38 | 1 | 283000 | 0.6 | 131 | 1 | 1 | 74 | 0 |
| 80 | 55 | 0 | 336 | 0 | 45 | 1 | 324000 | 0.9 | 140 | 0 | 0 | 74 | 0 |
| 81 | 70 | 0 | 69 | 0 | 40 | 0 | 293000 | 1.7 | 136 | 0 | 0 | 75 | 0 |
| 82 | 67 | 0 | 582 | 0 | 50 | 0 | 263358.03 | 1.18 | 137 | 1 | 1 | 76 | 0 |
| 83 | 60 | 1 | 76 | 1 | 25 | 0 | 196000 | 2.5 | 132 | 0 | 0 | 77 | 1 |
| 84 | 79 | 1 | 55 | 0 | 50 | 1 | 172000 | 1.8 | 133 | 1 | 0 | 78 | 0 |
| 85 | 59 | 1 | 280 | 1 | 25 | 1 | 302000 | 1 | 141 | 0 | 0 | 78 | 1 |
| 86 | 51 | 0 | 78 | 0 | 50 | 0 | 406000 | 0.7 | 140 | 1 | 0 | 79 | 0 |
| 87 | 55 | 0 | 47 | 0 | 35 | 1 | 173000 | 1.1 | 137 | 1 | 0 | 79 | 0 |
| 88 | 65 | 1 | 68 | 1 | 60 | 1 | 304000 | 0.8 | 140 | 1 | 0 | 79 | 0 |
| 89 | 44 | 0 | 84 | 1 | 40 | 1 | 235000 | 0.7 | 139 | 1 | 0 | 79 | 0 |
| 90 | 57 | 1 | 115 | 0 | 25 | 1 | 181000 | 1.1 | 144 | 1 | 0 | 79 | 0 |
| 91 | 70 | 0 | 66 | 1 | 45 | 0 | 249000 | 0.8 | 136 | 1 | 1 | 80 | 0 |
| 92 | 60 | 0 | 897 | 1 | 45 | 0 | 297000 | 1 | 133 | 1 | 0 | 80 | 0 |
| 93 | 42 | 0 | 582 | 0 | 60 | 0 | 263358.03 | 1.18 | 137 | 0 | 0 | 82 | 0 |
| 94 | 60 | 1 | 154 | 0 | 25 | 0 | 210000 | 1.7 | 135 | 1 | 0 | 82 | 1 |
| 95 | 58 | 0 | 144 | 1 | 38 | 1 | 327000 | 0.7 | 142 | 0 | 0 | 83 | 0 |
| 96 | 58 | 1 | 133 | 0 | 60 | 1 | 219000 | 1 | 141 | 1 | 0 | 83 | 0 |
| 97 | 63 | 1 | 514 | 1 | 25 | 1 | 254000 | 1.3 | 134 | 1 | 0 | 83 | 0 |
| 98 | 70 | 1 | 59 | 0 | 60 | 0 | 255000 | 1.1 | 136 | 0 | 0 | 85 | 0 |
| 99 | 60 | 1 | 156 | 1 | 25 | 1 | 318000 | 1.2 | 137 | 0 | 0 | 85 | 0 |
| 100 | 63 | 1 | 61 | 1 | 40 | 0 | 221000 | 1.1 | 140 | 0 | 0 | 86 | 0 |