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
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|
63 | 1 | 1,767 | 0 | 45 | 0 | 73,000 | 0.7 | 137 | 1 | 0 | 186 | 0 |
45 | 0 | 308 | 1 | 60 | 1 | 377,000 | 1 | 136 | 1 | 0 | 186 | 0 |
70 | 0 | 97 | 0 | 60 | 1 | 220,000 | 0.9 | 138 | 1 | 0 | 186 | 0 |
60 | 0 | 59 | 0 | 25 | 1 | 212,000 | 3.5 | 136 | 1 | 1 | 187 | 0 |
78 | 1 | 64 | 0 | 40 | 0 | 277,000 | 0.7 | 137 | 1 | 1 | 187 | 0 |
50 | 1 | 167 | 1 | 45 | 0 | 362,000 | 1 | 136 | 0 | 0 | 187 | 0 |
40 | 1 | 101 | 0 | 40 | 0 | 226,000 | 0.8 | 141 | 0 | 0 | 187 | 0 |
85 | 0 | 212 | 0 | 38 | 0 | 186,000 | 0.9 | 136 | 1 | 0 | 187 | 0 |
60 | 1 | 2,281 | 1 | 40 | 0 | 283,000 | 1 | 141 | 0 | 0 | 187 | 0 |
49 | 0 | 972 | 1 | 35 | 1 | 268,000 | 0.8 | 130 | 0 | 0 | 187 | 0 |
70 | 0 | 212 | 1 | 17 | 1 | 389,000 | 1 | 136 | 1 | 1 | 188 | 0 |
50 | 0 | 582 | 0 | 62 | 1 | 147,000 | 0.8 | 140 | 1 | 1 | 192 | 0 |
78 | 0 | 224 | 0 | 50 | 0 | 481,000 | 1.4 | 138 | 1 | 1 | 192 | 0 |
48 | 1 | 131 | 1 | 30 | 1 | 244,000 | 1.6 | 130 | 0 | 0 | 193 | 1 |
65 | 1 | 135 | 0 | 35 | 1 | 290,000 | 0.8 | 134 | 1 | 0 | 194 | 0 |
73 | 0 | 582 | 0 | 35 | 1 | 203,000 | 1.3 | 134 | 1 | 0 | 195 | 0 |
70 | 0 | 1,202 | 0 | 50 | 1 | 358,000 | 0.9 | 141 | 0 | 0 | 196 | 0 |
54 | 1 | 427 | 0 | 70 | 1 | 151,000 | 9 | 137 | 0 | 0 | 196 | 1 |
68 | 1 | 1,021 | 1 | 35 | 0 | 271,000 | 1.1 | 134 | 1 | 0 | 197 | 0 |
55 | 0 | 582 | 1 | 35 | 1 | 371,000 | 0.7 | 140 | 0 | 0 | 197 | 0 |
73 | 0 | 582 | 0 | 20 | 0 | 263,358.03 | 1.83 | 134 | 1 | 0 | 198 | 1 |
65 | 0 | 118 | 0 | 50 | 0 | 194,000 | 1.1 | 145 | 1 | 1 | 200 | 0 |
42 | 1 | 86 | 0 | 35 | 0 | 365,000 | 1.1 | 139 | 1 | 1 | 201 | 0 |
47 | 0 | 582 | 0 | 25 | 0 | 130,000 | 0.8 | 134 | 1 | 0 | 201 | 0 |
58 | 0 | 582 | 1 | 25 | 0 | 504,000 | 1 | 138 | 1 | 0 | 205 | 0 |
75 | 0 | 675 | 1 | 60 | 0 | 265,000 | 1.4 | 125 | 0 | 0 | 205 | 0 |
58 | 1 | 57 | 0 | 25 | 0 | 189,000 | 1.3 | 132 | 1 | 1 | 205 | 0 |
55 | 1 | 2,794 | 0 | 35 | 1 | 141,000 | 1 | 140 | 1 | 0 | 206 | 0 |
65 | 0 | 56 | 0 | 25 | 0 | 237,000 | 5 | 130 | 0 | 0 | 207 | 0 |
72 | 0 | 211 | 0 | 25 | 0 | 274,000 | 1.2 | 134 | 0 | 0 | 207 | 0 |
60 | 0 | 166 | 0 | 30 | 0 | 62,000 | 1.7 | 127 | 0 | 0 | 207 | 1 |
70 | 0 | 93 | 0 | 35 | 0 | 185,000 | 1.1 | 134 | 1 | 1 | 208 | 0 |
40 | 1 | 129 | 0 | 35 | 0 | 255,000 | 0.9 | 137 | 1 | 0 | 209 | 0 |
53 | 1 | 707 | 0 | 38 | 0 | 330,000 | 1.4 | 137 | 1 | 1 | 209 | 0 |
53 | 1 | 582 | 0 | 45 | 0 | 305,000 | 1.1 | 137 | 1 | 1 | 209 | 0 |
77 | 1 | 109 | 0 | 50 | 1 | 406,000 | 1.1 | 137 | 1 | 0 | 209 | 0 |
75 | 0 | 119 | 0 | 50 | 1 | 248,000 | 1.1 | 148 | 1 | 0 | 209 | 0 |
70 | 0 | 232 | 0 | 30 | 0 | 173,000 | 1.2 | 132 | 1 | 0 | 210 | 0 |
65 | 1 | 720 | 1 | 40 | 0 | 257,000 | 1 | 136 | 0 | 0 | 210 | 0 |
55 | 1 | 180 | 0 | 45 | 0 | 263,358.03 | 1.18 | 137 | 1 | 1 | 211 | 0 |
70 | 0 | 81 | 1 | 35 | 1 | 533,000 | 1.3 | 139 | 0 | 0 | 212 | 0 |
65 | 0 | 582 | 1 | 30 | 0 | 249,000 | 1.3 | 136 | 1 | 1 | 212 | 0 |
40 | 0 | 90 | 0 | 35 | 0 | 255,000 | 1.1 | 136 | 1 | 1 | 212 | 0 |
73 | 1 | 1,185 | 0 | 40 | 1 | 220,000 | 0.9 | 141 | 0 | 0 | 213 | 0 |
54 | 0 | 582 | 1 | 38 | 0 | 264,000 | 1.8 | 134 | 1 | 0 | 213 | 0 |
61 | 1 | 80 | 1 | 38 | 0 | 282,000 | 1.4 | 137 | 1 | 0 | 213 | 0 |
55 | 0 | 2,017 | 0 | 25 | 0 | 314,000 | 1.1 | 138 | 1 | 0 | 214 | 1 |
64 | 0 | 143 | 0 | 25 | 0 | 246,000 | 2.4 | 135 | 1 | 0 | 214 | 0 |
40 | 0 | 624 | 0 | 35 | 0 | 301,000 | 1 | 142 | 1 | 1 | 214 | 0 |
53 | 0 | 207 | 1 | 40 | 0 | 223,000 | 1.2 | 130 | 0 | 0 | 214 | 0 |
50 | 0 | 2,522 | 0 | 30 | 1 | 404,000 | 0.5 | 139 | 0 | 0 | 214 | 0 |
55 | 0 | 572 | 1 | 35 | 0 | 231,000 | 0.8 | 143 | 0 | 0 | 215 | 0 |
50 | 0 | 245 | 0 | 45 | 1 | 274,000 | 1 | 133 | 1 | 0 | 215 | 0 |
70 | 0 | 88 | 1 | 35 | 1 | 236,000 | 1.2 | 132 | 0 | 0 | 215 | 0 |
53 | 1 | 446 | 0 | 60 | 1 | 263,358.03 | 1 | 139 | 1 | 0 | 215 | 0 |
52 | 1 | 191 | 1 | 30 | 1 | 334,000 | 1 | 142 | 1 | 1 | 216 | 0 |
65 | 0 | 326 | 0 | 38 | 0 | 294,000 | 1.7 | 139 | 0 | 0 | 220 | 0 |
58 | 0 | 132 | 1 | 38 | 1 | 253,000 | 1 | 139 | 1 | 0 | 230 | 0 |
45 | 1 | 66 | 1 | 25 | 0 | 233,000 | 0.8 | 135 | 1 | 0 | 230 | 0 |
53 | 0 | 56 | 0 | 50 | 0 | 308,000 | 0.7 | 135 | 1 | 1 | 231 | 0 |
55 | 0 | 66 | 0 | 40 | 0 | 203,000 | 1 | 138 | 1 | 0 | 233 | 0 |
62 | 1 | 655 | 0 | 40 | 0 | 283,000 | 0.7 | 133 | 0 | 0 | 233 | 0 |
65 | 1 | 258 | 1 | 25 | 0 | 198,000 | 1.4 | 129 | 1 | 0 | 235 | 1 |
68 | 1 | 157 | 1 | 60 | 0 | 208,000 | 1 | 140 | 0 | 0 | 237 | 0 |
61 | 0 | 582 | 1 | 38 | 0 | 147,000 | 1.2 | 141 | 1 | 0 | 237 | 0 |
50 | 1 | 298 | 0 | 35 | 0 | 362,000 | 0.9 | 140 | 1 | 1 | 240 | 0 |
55 | 0 | 1,199 | 0 | 20 | 0 | 263,358.03 | 1.83 | 134 | 1 | 1 | 241 | 1 |
56 | 1 | 135 | 1 | 38 | 0 | 133,000 | 1.7 | 140 | 1 | 0 | 244 | 0 |
45 | 0 | 582 | 1 | 38 | 0 | 302,000 | 0.9 | 140 | 0 | 0 | 244 | 0 |
40 | 0 | 582 | 1 | 35 | 0 | 222,000 | 1 | 132 | 1 | 0 | 244 | 0 |
44 | 0 | 582 | 1 | 30 | 1 | 263,358.03 | 1.6 | 130 | 1 | 1 | 244 | 0 |
51 | 0 | 582 | 1 | 40 | 0 | 221,000 | 0.9 | 134 | 0 | 0 | 244 | 0 |
67 | 0 | 213 | 0 | 38 | 0 | 215,000 | 1.2 | 133 | 0 | 0 | 245 | 0 |
42 | 0 | 64 | 0 | 40 | 0 | 189,000 | 0.7 | 140 | 1 | 0 | 245 | 0 |
60 | 1 | 257 | 1 | 30 | 0 | 150,000 | 1 | 137 | 1 | 1 | 245 | 0 |
45 | 0 | 582 | 0 | 38 | 1 | 422,000 | 0.8 | 137 | 0 | 0 | 245 | 0 |
70 | 0 | 618 | 0 | 35 | 0 | 327,000 | 1.1 | 142 | 0 | 0 | 245 | 0 |
70 | 0 | 582 | 1 | 38 | 0 | 25,100 | 1.1 | 140 | 1 | 0 | 246 | 0 |
50 | 1 | 1,051 | 1 | 30 | 0 | 232,000 | 0.7 | 136 | 0 | 0 | 246 | 0 |
55 | 0 | 84 | 1 | 38 | 0 | 451,000 | 1.3 | 136 | 0 | 0 | 246 | 0 |
70 | 0 | 2,695 | 1 | 40 | 0 | 241,000 | 1 | 137 | 1 | 0 | 247 | 0 |
70 | 0 | 582 | 0 | 40 | 0 | 51,000 | 2.7 | 136 | 1 | 1 | 250 | 0 |
42 | 0 | 64 | 0 | 30 | 0 | 215,000 | 3.8 | 128 | 1 | 1 | 250 | 0 |
65 | 0 | 1,688 | 0 | 38 | 0 | 263,358.03 | 1.1 | 138 | 1 | 1 | 250 | 0 |
50 | 1 | 54 | 0 | 40 | 0 | 279,000 | 0.8 | 141 | 1 | 0 | 250 | 0 |
55 | 1 | 170 | 1 | 40 | 0 | 336,000 | 1.2 | 135 | 1 | 0 | 250 | 0 |
60 | 0 | 253 | 0 | 35 | 0 | 279,000 | 1.7 | 140 | 1 | 0 | 250 | 0 |
45 | 0 | 582 | 1 | 55 | 0 | 543,000 | 1 | 132 | 0 | 0 | 250 | 0 |
65 | 0 | 892 | 1 | 35 | 0 | 263,358.03 | 1.1 | 142 | 0 | 0 | 256 | 0 |
90 | 1 | 337 | 0 | 38 | 0 | 390,000 | 0.9 | 144 | 0 | 0 | 256 | 0 |
45 | 0 | 615 | 1 | 55 | 0 | 222,000 | 0.8 | 141 | 0 | 0 | 257 | 0 |
60 | 0 | 320 | 0 | 35 | 0 | 133,000 | 1.4 | 139 | 1 | 0 | 258 | 0 |
52 | 0 | 190 | 1 | 38 | 0 | 382,000 | 1 | 140 | 1 | 1 | 258 | 0 |
63 | 1 | 103 | 1 | 35 | 0 | 179,000 | 0.9 | 136 | 1 | 1 | 270 | 0 |
62 | 0 | 61 | 1 | 38 | 1 | 155,000 | 1.1 | 143 | 1 | 1 | 270 | 0 |
55 | 0 | 1,820 | 0 | 38 | 0 | 270,000 | 1.2 | 139 | 0 | 0 | 271 | 0 |
45 | 0 | 2,060 | 1 | 60 | 0 | 742,000 | 0.8 | 138 | 0 | 0 | 278 | 0 |
45 | 0 | 2,413 | 0 | 38 | 0 | 140,000 | 1.4 | 140 | 1 | 1 | 280 | 0 |
50 | 0 | 196 | 0 | 45 | 0 | 395,000 | 1.6 | 136 | 1 | 1 | 285 | 0 |