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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|
65 | 1 | 305 | 0 | 25 | 0 | 298,000 | 1.1 | 141 | 1 | 0 | 87 | 0 |
75 | 0 | 582 | 0 | 45 | 1 | 263,358.03 | 1.18 | 137 | 1 | 0 | 87 | 0 |
80 | 0 | 898 | 0 | 25 | 0 | 149,000 | 1.1 | 144 | 1 | 1 | 87 | 0 |
42 | 0 | 5,209 | 0 | 30 | 0 | 226,000 | 1 | 140 | 1 | 1 | 87 | 0 |
60 | 0 | 53 | 0 | 50 | 1 | 286,000 | 2.3 | 143 | 0 | 0 | 87 | 0 |
72 | 1 | 328 | 0 | 30 | 1 | 621,000 | 1.7 | 138 | 0 | 1 | 88 | 1 |
55 | 0 | 748 | 0 | 45 | 0 | 263,000 | 1.3 | 137 | 1 | 0 | 88 | 0 |
45 | 1 | 1,876 | 1 | 35 | 0 | 226,000 | 0.9 | 138 | 1 | 0 | 88 | 0 |
63 | 0 | 936 | 0 | 38 | 0 | 304,000 | 1.1 | 133 | 1 | 1 | 88 | 0 |
45 | 0 | 292 | 1 | 35 | 0 | 850,000 | 1.3 | 142 | 1 | 1 | 88 | 0 |
85 | 0 | 129 | 0 | 60 | 0 | 306,000 | 1.2 | 132 | 1 | 1 | 90 | 1 |
55 | 0 | 60 | 0 | 35 | 0 | 228,000 | 1.2 | 135 | 1 | 1 | 90 | 0 |
50 | 0 | 369 | 1 | 25 | 0 | 252,000 | 1.6 | 136 | 1 | 0 | 90 | 0 |
70 | 1 | 143 | 0 | 60 | 0 | 351,000 | 1.3 | 137 | 0 | 0 | 90 | 1 |
60 | 1 | 754 | 1 | 40 | 1 | 328,000 | 1.2 | 126 | 1 | 0 | 91 | 0 |
58 | 1 | 400 | 0 | 40 | 0 | 164,000 | 1 | 139 | 0 | 0 | 91 | 0 |
60 | 1 | 96 | 1 | 60 | 1 | 271,000 | 0.7 | 136 | 0 | 0 | 94 | 0 |
85 | 1 | 102 | 0 | 60 | 0 | 507,000 | 3.2 | 138 | 0 | 0 | 94 | 0 |
65 | 1 | 113 | 1 | 60 | 1 | 203,000 | 0.9 | 140 | 0 | 0 | 94 | 0 |
86 | 0 | 582 | 0 | 38 | 0 | 263,358.03 | 1.83 | 134 | 0 | 0 | 95 | 1 |
60 | 1 | 737 | 0 | 60 | 1 | 210,000 | 1.5 | 135 | 1 | 1 | 95 | 0 |
66 | 1 | 68 | 1 | 38 | 1 | 162,000 | 1 | 136 | 0 | 0 | 95 | 0 |
60 | 0 | 96 | 1 | 38 | 0 | 228,000 | 0.75 | 140 | 0 | 0 | 95 | 0 |
60 | 1 | 582 | 0 | 30 | 1 | 127,000 | 0.9 | 145 | 0 | 0 | 95 | 0 |
60 | 0 | 582 | 0 | 40 | 0 | 217,000 | 3.7 | 134 | 1 | 0 | 96 | 1 |
43 | 1 | 358 | 0 | 50 | 0 | 237,000 | 1.3 | 135 | 0 | 0 | 97 | 0 |
46 | 0 | 168 | 1 | 17 | 1 | 271,000 | 2.1 | 124 | 0 | 0 | 100 | 1 |
58 | 1 | 200 | 1 | 60 | 0 | 300,000 | 0.8 | 137 | 0 | 0 | 104 | 0 |
61 | 0 | 248 | 0 | 30 | 1 | 267,000 | 0.7 | 136 | 1 | 1 | 104 | 0 |
53 | 1 | 270 | 1 | 35 | 0 | 227,000 | 3.4 | 145 | 1 | 0 | 105 | 0 |
53 | 1 | 1,808 | 0 | 60 | 1 | 249,000 | 0.7 | 138 | 1 | 1 | 106 | 0 |
60 | 1 | 1,082 | 1 | 45 | 0 | 250,000 | 6.1 | 131 | 1 | 0 | 107 | 0 |
46 | 0 | 719 | 0 | 40 | 1 | 263,358.03 | 1.18 | 137 | 0 | 0 | 107 | 0 |
63 | 0 | 193 | 0 | 60 | 1 | 295,000 | 1.3 | 145 | 1 | 1 | 107 | 0 |
81 | 0 | 4,540 | 0 | 35 | 0 | 231,000 | 1.18 | 137 | 1 | 1 | 107 | 0 |
75 | 0 | 582 | 0 | 40 | 0 | 263,358.03 | 1.18 | 137 | 1 | 0 | 107 | 0 |
65 | 1 | 59 | 1 | 60 | 0 | 172,000 | 0.9 | 137 | 0 | 0 | 107 | 0 |
68 | 1 | 646 | 0 | 25 | 0 | 305,000 | 2.1 | 130 | 1 | 0 | 108 | 0 |
62 | 0 | 281 | 1 | 35 | 0 | 221,000 | 1 | 136 | 0 | 0 | 108 | 0 |
50 | 0 | 1,548 | 0 | 30 | 1 | 211,000 | 0.8 | 138 | 1 | 0 | 108 | 0 |
80 | 0 | 805 | 0 | 38 | 0 | 263,358.03 | 1.1 | 134 | 1 | 0 | 109 | 1 |
46 | 1 | 291 | 0 | 35 | 0 | 348,000 | 0.9 | 140 | 0 | 0 | 109 | 0 |
50 | 0 | 482 | 1 | 30 | 0 | 329,000 | 0.9 | 132 | 0 | 0 | 109 | 0 |
61 | 1 | 84 | 0 | 40 | 1 | 229,000 | 0.9 | 141 | 0 | 0 | 110 | 0 |
72 | 1 | 943 | 0 | 25 | 1 | 338,000 | 1.7 | 139 | 1 | 1 | 111 | 1 |
50 | 0 | 185 | 0 | 30 | 0 | 266,000 | 0.7 | 141 | 1 | 1 | 112 | 0 |
52 | 0 | 132 | 0 | 30 | 0 | 218,000 | 0.7 | 136 | 1 | 1 | 112 | 0 |
64 | 0 | 1,610 | 0 | 60 | 0 | 242,000 | 1 | 137 | 1 | 0 | 113 | 0 |
75 | 1 | 582 | 0 | 30 | 0 | 225,000 | 1.83 | 134 | 1 | 0 | 113 | 1 |
60 | 0 | 2,261 | 0 | 35 | 1 | 228,000 | 0.9 | 136 | 1 | 0 | 115 | 0 |
72 | 0 | 233 | 0 | 45 | 1 | 235,000 | 2.5 | 135 | 0 | 0 | 115 | 1 |
62 | 0 | 30 | 1 | 60 | 1 | 244,000 | 0.9 | 139 | 1 | 0 | 117 | 0 |
50 | 0 | 115 | 0 | 45 | 1 | 184,000 | 0.9 | 134 | 1 | 1 | 118 | 0 |
50 | 0 | 1,846 | 1 | 35 | 0 | 263,358.03 | 1.18 | 137 | 1 | 1 | 119 | 0 |
65 | 1 | 335 | 0 | 35 | 1 | 235,000 | 0.8 | 136 | 0 | 0 | 120 | 0 |
60 | 1 | 231 | 1 | 25 | 0 | 194,000 | 1.7 | 140 | 1 | 0 | 120 | 0 |
52 | 1 | 58 | 0 | 35 | 0 | 277,000 | 1.4 | 136 | 0 | 0 | 120 | 0 |
50 | 0 | 250 | 0 | 25 | 0 | 262,000 | 1 | 136 | 1 | 1 | 120 | 0 |
85 | 1 | 910 | 0 | 50 | 0 | 235,000 | 1.3 | 134 | 1 | 0 | 121 | 0 |
59 | 1 | 129 | 0 | 45 | 1 | 362,000 | 1.1 | 139 | 1 | 1 | 121 | 0 |
66 | 1 | 72 | 0 | 40 | 1 | 242,000 | 1.2 | 134 | 1 | 0 | 121 | 0 |
45 | 1 | 130 | 0 | 35 | 0 | 174,000 | 0.8 | 139 | 1 | 1 | 121 | 0 |
63 | 1 | 582 | 0 | 40 | 0 | 448,000 | 0.9 | 137 | 1 | 1 | 123 | 0 |
50 | 1 | 2,334 | 1 | 35 | 0 | 75,000 | 0.9 | 142 | 0 | 0 | 126 | 1 |
45 | 0 | 2,442 | 1 | 30 | 0 | 334,000 | 1.1 | 139 | 1 | 0 | 129 | 1 |
80 | 0 | 776 | 1 | 38 | 1 | 192,000 | 1.3 | 135 | 0 | 0 | 130 | 1 |
53 | 0 | 196 | 0 | 60 | 0 | 220,000 | 0.7 | 133 | 1 | 1 | 134 | 0 |
59 | 0 | 66 | 1 | 20 | 0 | 70,000 | 2.4 | 134 | 1 | 0 | 135 | 1 |
65 | 0 | 582 | 1 | 40 | 0 | 270,000 | 1 | 138 | 0 | 0 | 140 | 0 |
70 | 0 | 835 | 0 | 35 | 1 | 305,000 | 0.8 | 133 | 0 | 0 | 145 | 0 |
51 | 1 | 582 | 1 | 35 | 0 | 263,358.03 | 1.5 | 136 | 1 | 1 | 145 | 0 |
52 | 0 | 3,966 | 0 | 40 | 0 | 325,000 | 0.9 | 140 | 1 | 1 | 146 | 0 |
70 | 1 | 171 | 0 | 60 | 1 | 176,000 | 1.1 | 145 | 1 | 1 | 146 | 0 |
50 | 1 | 115 | 0 | 20 | 0 | 189,000 | 0.8 | 139 | 1 | 0 | 146 | 0 |
65 | 0 | 198 | 1 | 35 | 1 | 281,000 | 0.9 | 137 | 1 | 1 | 146 | 0 |
60 | 1 | 95 | 0 | 60 | 0 | 337,000 | 1 | 138 | 1 | 1 | 146 | 0 |
69 | 0 | 1,419 | 0 | 40 | 0 | 105,000 | 1 | 135 | 1 | 1 | 147 | 0 |
49 | 1 | 69 | 0 | 50 | 0 | 132,000 | 1 | 140 | 0 | 0 | 147 | 0 |
63 | 1 | 122 | 1 | 60 | 0 | 267,000 | 1.2 | 145 | 1 | 0 | 147 | 0 |
55 | 0 | 835 | 0 | 40 | 0 | 279,000 | 0.7 | 140 | 1 | 1 | 147 | 0 |
40 | 0 | 478 | 1 | 30 | 0 | 303,000 | 0.9 | 136 | 1 | 0 | 148 | 0 |
59 | 1 | 176 | 1 | 25 | 0 | 221,000 | 1 | 136 | 1 | 1 | 150 | 1 |
65 | 0 | 395 | 1 | 25 | 0 | 265,000 | 1.2 | 136 | 1 | 1 | 154 | 1 |
75 | 0 | 99 | 0 | 38 | 1 | 224,000 | 2.5 | 134 | 1 | 0 | 162 | 1 |
58 | 1 | 145 | 0 | 25 | 0 | 219,000 | 1.2 | 137 | 1 | 1 | 170 | 1 |
60.667 | 1 | 104 | 1 | 30 | 0 | 389,000 | 1.5 | 136 | 1 | 0 | 171 | 1 |
50 | 0 | 582 | 0 | 50 | 0 | 153,000 | 0.6 | 134 | 0 | 0 | 172 | 1 |
60 | 0 | 1,896 | 1 | 25 | 0 | 365,000 | 2.1 | 144 | 0 | 0 | 172 | 1 |
60.667 | 1 | 151 | 1 | 40 | 1 | 201,000 | 1 | 136 | 0 | 0 | 172 | 0 |
40 | 0 | 244 | 0 | 45 | 1 | 275,000 | 0.9 | 140 | 0 | 0 | 174 | 0 |
80 | 0 | 582 | 1 | 35 | 0 | 350,000 | 2.1 | 134 | 1 | 0 | 174 | 0 |
64 | 1 | 62 | 0 | 60 | 0 | 309,000 | 1.5 | 135 | 0 | 0 | 174 | 0 |
50 | 1 | 121 | 1 | 40 | 0 | 260,000 | 0.7 | 130 | 1 | 0 | 175 | 0 |
73 | 1 | 231 | 1 | 30 | 0 | 160,000 | 1.18 | 142 | 1 | 1 | 180 | 0 |
45 | 0 | 582 | 0 | 20 | 1 | 126,000 | 1.6 | 135 | 1 | 0 | 180 | 1 |
77 | 1 | 418 | 0 | 45 | 0 | 223,000 | 1.8 | 145 | 1 | 0 | 180 | 1 |
45 | 0 | 582 | 1 | 38 | 1 | 263,358.03 | 1.18 | 137 | 0 | 0 | 185 | 0 |
65 | 0 | 167 | 0 | 30 | 0 | 259,000 | 0.8 | 138 | 0 | 0 | 186 | 0 |
50 | 1 | 582 | 1 | 20 | 1 | 279,000 | 1 | 134 | 0 | 0 | 186 | 0 |
60 | 0 | 1,211 | 1 | 35 | 0 | 263,358.03 | 1.8 | 113 | 1 | 1 | 186 | 0 |