age
float64 40
95
| anaemia
int64 0
1
| creatinine_phosphokinase
int64 23
7.86k
| diabetes
int64 0
1
| ejection_fraction
int64 14
80
| high_blood_pressure
int64 0
1
| platelets
float64 25.1k
850k
| serum_creatinine
float64 0.5
9.4
| serum_sodium
int64 113
148
| sex
int64 0
1
| smoking
int64 0
1
| time
int64 4
285
| DEATH_EVENT
int64 0
1
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|
75 | 0 | 582 | 0 | 20 | 1 | 265,000 | 1.9 | 130 | 1 | 0 | 4 | 1 |
55 | 0 | 7,861 | 0 | 38 | 0 | 263,358.03 | 1.1 | 136 | 1 | 0 | 6 | 1 |
65 | 0 | 146 | 0 | 20 | 0 | 162,000 | 1.3 | 129 | 1 | 1 | 7 | 1 |
50 | 1 | 111 | 0 | 20 | 0 | 210,000 | 1.9 | 137 | 1 | 0 | 7 | 1 |
65 | 1 | 160 | 1 | 20 | 0 | 327,000 | 2.7 | 116 | 0 | 0 | 8 | 1 |
90 | 1 | 47 | 0 | 40 | 1 | 204,000 | 2.1 | 132 | 1 | 1 | 8 | 1 |
75 | 1 | 246 | 0 | 15 | 0 | 127,000 | 1.2 | 137 | 1 | 0 | 10 | 1 |
60 | 1 | 315 | 1 | 60 | 0 | 454,000 | 1.1 | 131 | 1 | 1 | 10 | 1 |
65 | 0 | 157 | 0 | 65 | 0 | 263,358.03 | 1.5 | 138 | 0 | 0 | 10 | 1 |
80 | 1 | 123 | 0 | 35 | 1 | 388,000 | 9.4 | 133 | 1 | 1 | 10 | 1 |
75 | 1 | 81 | 0 | 38 | 1 | 368,000 | 4 | 131 | 1 | 1 | 10 | 1 |
62 | 0 | 231 | 0 | 25 | 1 | 253,000 | 0.9 | 140 | 1 | 1 | 10 | 1 |
45 | 1 | 981 | 0 | 30 | 0 | 136,000 | 1.1 | 137 | 1 | 0 | 11 | 1 |
50 | 1 | 168 | 0 | 38 | 1 | 276,000 | 1.1 | 137 | 1 | 0 | 11 | 1 |
49 | 1 | 80 | 0 | 30 | 1 | 427,000 | 1 | 138 | 0 | 0 | 12 | 0 |
82 | 1 | 379 | 0 | 50 | 0 | 47,000 | 1.3 | 136 | 1 | 0 | 13 | 1 |
87 | 1 | 149 | 0 | 38 | 0 | 262,000 | 0.9 | 140 | 1 | 0 | 14 | 1 |
45 | 0 | 582 | 0 | 14 | 0 | 166,000 | 0.8 | 127 | 1 | 0 | 14 | 1 |
70 | 1 | 125 | 0 | 25 | 1 | 237,000 | 1 | 140 | 0 | 0 | 15 | 1 |
48 | 1 | 582 | 1 | 55 | 0 | 87,000 | 1.9 | 121 | 0 | 0 | 15 | 1 |
65 | 1 | 52 | 0 | 25 | 1 | 276,000 | 1.3 | 137 | 0 | 0 | 16 | 0 |
65 | 1 | 128 | 1 | 30 | 1 | 297,000 | 1.6 | 136 | 0 | 0 | 20 | 1 |
68 | 1 | 220 | 0 | 35 | 1 | 289,000 | 0.9 | 140 | 1 | 1 | 20 | 1 |
53 | 0 | 63 | 1 | 60 | 0 | 368,000 | 0.8 | 135 | 1 | 0 | 22 | 0 |
75 | 0 | 582 | 1 | 30 | 1 | 263,358.03 | 1.83 | 134 | 0 | 0 | 23 | 1 |
80 | 0 | 148 | 1 | 38 | 0 | 149,000 | 1.9 | 144 | 1 | 1 | 23 | 1 |
95 | 1 | 112 | 0 | 40 | 1 | 196,000 | 1 | 138 | 0 | 0 | 24 | 1 |
70 | 0 | 122 | 1 | 45 | 1 | 284,000 | 1.3 | 136 | 1 | 1 | 26 | 1 |
58 | 1 | 60 | 0 | 38 | 0 | 153,000 | 5.8 | 134 | 1 | 0 | 26 | 1 |
82 | 0 | 70 | 1 | 30 | 0 | 200,000 | 1.2 | 132 | 1 | 1 | 26 | 1 |
94 | 0 | 582 | 1 | 38 | 1 | 263,358.03 | 1.83 | 134 | 1 | 0 | 27 | 1 |
85 | 0 | 23 | 0 | 45 | 0 | 360,000 | 3 | 132 | 1 | 0 | 28 | 1 |
50 | 1 | 249 | 1 | 35 | 1 | 319,000 | 1 | 128 | 0 | 0 | 28 | 1 |
50 | 1 | 159 | 1 | 30 | 0 | 302,000 | 1.2 | 138 | 0 | 0 | 29 | 0 |
65 | 0 | 94 | 1 | 50 | 1 | 188,000 | 1 | 140 | 1 | 0 | 29 | 1 |
69 | 0 | 582 | 1 | 35 | 0 | 228,000 | 3.5 | 134 | 1 | 0 | 30 | 1 |
90 | 1 | 60 | 1 | 50 | 0 | 226,000 | 1 | 134 | 1 | 0 | 30 | 1 |
82 | 1 | 855 | 1 | 50 | 1 | 321,000 | 1 | 145 | 0 | 0 | 30 | 1 |
60 | 0 | 2,656 | 1 | 30 | 0 | 305,000 | 2.3 | 137 | 1 | 0 | 30 | 0 |
60 | 0 | 235 | 1 | 38 | 0 | 329,000 | 3 | 142 | 0 | 0 | 30 | 1 |
70 | 0 | 582 | 0 | 20 | 1 | 263,358.03 | 1.83 | 134 | 1 | 1 | 31 | 1 |
50 | 0 | 124 | 1 | 30 | 1 | 153,000 | 1.2 | 136 | 0 | 1 | 32 | 1 |
70 | 0 | 571 | 1 | 45 | 1 | 185,000 | 1.2 | 139 | 1 | 1 | 33 | 1 |
72 | 0 | 127 | 1 | 50 | 1 | 218,000 | 1 | 134 | 1 | 0 | 33 | 0 |
60 | 1 | 588 | 1 | 60 | 0 | 194,000 | 1.1 | 142 | 0 | 0 | 33 | 1 |
50 | 0 | 582 | 1 | 38 | 0 | 310,000 | 1.9 | 135 | 1 | 1 | 35 | 1 |
51 | 0 | 1,380 | 0 | 25 | 1 | 271,000 | 0.9 | 130 | 1 | 0 | 38 | 1 |
60 | 0 | 582 | 1 | 38 | 1 | 451,000 | 0.6 | 138 | 1 | 1 | 40 | 1 |
80 | 1 | 553 | 0 | 20 | 1 | 140,000 | 4.4 | 133 | 1 | 0 | 41 | 1 |
57 | 1 | 129 | 0 | 30 | 0 | 395,000 | 1 | 140 | 0 | 0 | 42 | 1 |
68 | 1 | 577 | 0 | 25 | 1 | 166,000 | 1 | 138 | 1 | 0 | 43 | 1 |
53 | 1 | 91 | 0 | 20 | 1 | 418,000 | 1.4 | 139 | 0 | 0 | 43 | 1 |
60 | 0 | 3,964 | 1 | 62 | 0 | 263,358.03 | 6.8 | 146 | 0 | 0 | 43 | 1 |
70 | 1 | 69 | 1 | 50 | 1 | 351,000 | 1 | 134 | 0 | 0 | 44 | 1 |
60 | 1 | 260 | 1 | 38 | 0 | 255,000 | 2.2 | 132 | 0 | 1 | 45 | 1 |
95 | 1 | 371 | 0 | 30 | 0 | 461,000 | 2 | 132 | 1 | 0 | 50 | 1 |
70 | 1 | 75 | 0 | 35 | 0 | 223,000 | 2.7 | 138 | 1 | 1 | 54 | 0 |
60 | 1 | 607 | 0 | 40 | 0 | 216,000 | 0.6 | 138 | 1 | 1 | 54 | 0 |
49 | 0 | 789 | 0 | 20 | 1 | 319,000 | 1.1 | 136 | 1 | 1 | 55 | 1 |
72 | 0 | 364 | 1 | 20 | 1 | 254,000 | 1.3 | 136 | 1 | 1 | 59 | 1 |
45 | 0 | 7,702 | 1 | 25 | 1 | 390,000 | 1 | 139 | 1 | 0 | 60 | 1 |
50 | 0 | 318 | 0 | 40 | 1 | 216,000 | 2.3 | 131 | 0 | 0 | 60 | 1 |
55 | 0 | 109 | 0 | 35 | 0 | 254,000 | 1.1 | 139 | 1 | 1 | 60 | 0 |
45 | 0 | 582 | 0 | 35 | 0 | 385,000 | 1 | 145 | 1 | 0 | 61 | 1 |
45 | 0 | 582 | 0 | 80 | 0 | 263,358.03 | 1.18 | 137 | 0 | 0 | 63 | 0 |
60 | 0 | 68 | 0 | 20 | 0 | 119,000 | 2.9 | 127 | 1 | 1 | 64 | 1 |
42 | 1 | 250 | 1 | 15 | 0 | 213,000 | 1.3 | 136 | 0 | 0 | 65 | 1 |
72 | 1 | 110 | 0 | 25 | 0 | 274,000 | 1 | 140 | 1 | 1 | 65 | 1 |
70 | 0 | 161 | 0 | 25 | 0 | 244,000 | 1.2 | 142 | 0 | 0 | 66 | 1 |
65 | 0 | 113 | 1 | 25 | 0 | 497,000 | 1.83 | 135 | 1 | 0 | 67 | 1 |
41 | 0 | 148 | 0 | 40 | 0 | 374,000 | 0.8 | 140 | 1 | 1 | 68 | 0 |
58 | 0 | 582 | 1 | 35 | 0 | 122,000 | 0.9 | 139 | 1 | 1 | 71 | 0 |
85 | 0 | 5,882 | 0 | 35 | 0 | 243,000 | 1 | 132 | 1 | 1 | 72 | 1 |
65 | 0 | 224 | 1 | 50 | 0 | 149,000 | 1.3 | 137 | 1 | 1 | 72 | 0 |
69 | 0 | 582 | 0 | 20 | 0 | 266,000 | 1.2 | 134 | 1 | 1 | 73 | 1 |
60 | 1 | 47 | 0 | 20 | 0 | 204,000 | 0.7 | 139 | 1 | 1 | 73 | 1 |
70 | 0 | 92 | 0 | 60 | 1 | 317,000 | 0.8 | 140 | 0 | 1 | 74 | 0 |
42 | 0 | 102 | 1 | 40 | 0 | 237,000 | 1.2 | 140 | 1 | 0 | 74 | 0 |
75 | 1 | 203 | 1 | 38 | 1 | 283,000 | 0.6 | 131 | 1 | 1 | 74 | 0 |
55 | 0 | 336 | 0 | 45 | 1 | 324,000 | 0.9 | 140 | 0 | 0 | 74 | 0 |
70 | 0 | 69 | 0 | 40 | 0 | 293,000 | 1.7 | 136 | 0 | 0 | 75 | 0 |
67 | 0 | 582 | 0 | 50 | 0 | 263,358.03 | 1.18 | 137 | 1 | 1 | 76 | 0 |
60 | 1 | 76 | 1 | 25 | 0 | 196,000 | 2.5 | 132 | 0 | 0 | 77 | 1 |
79 | 1 | 55 | 0 | 50 | 1 | 172,000 | 1.8 | 133 | 1 | 0 | 78 | 0 |
59 | 1 | 280 | 1 | 25 | 1 | 302,000 | 1 | 141 | 0 | 0 | 78 | 1 |
51 | 0 | 78 | 0 | 50 | 0 | 406,000 | 0.7 | 140 | 1 | 0 | 79 | 0 |
55 | 0 | 47 | 0 | 35 | 1 | 173,000 | 1.1 | 137 | 1 | 0 | 79 | 0 |
65 | 1 | 68 | 1 | 60 | 1 | 304,000 | 0.8 | 140 | 1 | 0 | 79 | 0 |
44 | 0 | 84 | 1 | 40 | 1 | 235,000 | 0.7 | 139 | 1 | 0 | 79 | 0 |
57 | 1 | 115 | 0 | 25 | 1 | 181,000 | 1.1 | 144 | 1 | 0 | 79 | 0 |
70 | 0 | 66 | 1 | 45 | 0 | 249,000 | 0.8 | 136 | 1 | 1 | 80 | 0 |
60 | 0 | 897 | 1 | 45 | 0 | 297,000 | 1 | 133 | 1 | 0 | 80 | 0 |
42 | 0 | 582 | 0 | 60 | 0 | 263,358.03 | 1.18 | 137 | 0 | 0 | 82 | 0 |
60 | 1 | 154 | 0 | 25 | 0 | 210,000 | 1.7 | 135 | 1 | 0 | 82 | 1 |
58 | 0 | 144 | 1 | 38 | 1 | 327,000 | 0.7 | 142 | 0 | 0 | 83 | 0 |
58 | 1 | 133 | 0 | 60 | 1 | 219,000 | 1 | 141 | 1 | 0 | 83 | 0 |
63 | 1 | 514 | 1 | 25 | 1 | 254,000 | 1.3 | 134 | 1 | 0 | 83 | 0 |
70 | 1 | 59 | 0 | 60 | 0 | 255,000 | 1.1 | 136 | 0 | 0 | 85 | 0 |
60 | 1 | 156 | 1 | 25 | 1 | 318,000 | 1.2 | 137 | 0 | 0 | 85 | 0 |
63 | 1 | 61 | 1 | 40 | 0 | 221,000 | 1.1 | 140 | 0 | 0 | 86 | 0 |
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