Variable | Count | Mean | Std | Min | 25% | 50% | 75% | Max | F Score |
---|---|---|---|---|---|---|---|---|---|
age | 81 | 70.58 | 13.46 | 28.99 | 62.69 | 72.47 | 80.04 | 91.08 | 14.72 |
charlson_comorbidity_index | 81 | 7.04 | 2.82 | 0 | 5 | 7 | 9 | 14 | 2.78 |
sofa | 81 | 6.49 | 4.07 | 0 | 4 | 6 | 8 | 17 | 2.68 |
hematocrit_min | 81 | 31.83 | 8.25 | 0 | 26.8 | 32.8 | 37.2 | 48.4 | 0.03 |
hematocrit_max | 81 | 36.15 | 7.63 | 0 | 30.9 | 36.3 | 41.6 | 52.8 | 0.02 |
hemoglobin_min | 81 | 10.21 | 2.81 | 0 | 8.7 | 10.3 | 12.1 | 15.8 | 0.01 |
hemoglobin_max | 81 | 11.62 | 2.62 | 0 | 9.9 | 11.4 | 13.3 | 17.2 | 0.1 |
platelets_min | 81 | 174.1 | 86.06 | 0 | 113 | 179 | 219 | 453 | 0.04 |
platelets_max | 81 | 206.09 | 86.71 | 0 | 145 | 196 | 246 | 482 | 0.01 |
wbc_min | 81 | 10.06 | 5.19 | 0 | 7 | 8.7 | 13.4 | 31.3 | 8.51 |
wbc_max | 81 | 13.41 | 6.12 | 0 | 9.4 | 12.8 | 16.5 | 33.3 | 6.44 |
aniongap_min | 81 | 14.22 | 5.01 | 0 | 12 | 14 | 17 | 40 | 2.1 |
aniongap_max | 81 | 18.04 | 6 | 0 | 15 | 17 | 19 | 46 | 5.68 |
bicarbonate_min | 81 | 20.41 | 4.48 | 0 | 19 | 21 | 22 | 31 | 0.03 |
bicarbonate_max | 81 | 23.1 | 4.48 | 0 | 22 | 23 | 25 | 35 | 0.81 |
bun_min | 81 | 25.49 | 23.58 | 0 | 12 | 17 | 30 | 153 | 1.68 |
bun_max | 81 | 30.2 | 25.03 | 0 | 16 | 22 | 36 | 157 | 2.32 |
calcium_min | 81 | 8.08 | 1.5 | 0 | 7.8 | 8.2 | 8.8 | 10.2 | 0.22 |
calcium_max | 81 | 8.6 | 1.6 | 0 | 8.2 | 8.7 | 9.3 | 11.6 | 0.36 |
chloride_min | 81 | 100.49 | 12.69 | 0 | 99 | 103 | 105 | 115 | 0.08 |
chloride_max | 81 | 105.11 | 13.62 | 0 | 103 | 106 | 110 | 130 | 0 |
creatinine_min | 81 | 1.31 | 1.16 | 0 | 0.7 | 0.9 | 1.5 | 5.6 | 2.25 |
creatinine_max | 81 | 1.59 | 1.35 | 0 | 0.8 | 1.1 | 2 | 7 | 1.79 |
glucose_min | 81 | 128.19 | 41.26 | 0 | 100 | 120 | 146 | 253 | 1.01 |
glucose_max | 81 | 189 | 134.02 | 0 | 122 | 160 | 213 | 1182 | 1.57 |
sodium_min | 81 | 136.95 | 15.94 | 0 | 136 | 139 | 141 | 150 | 0.52 |
sodium_max | 81 | 140.73 | 16.55 | 0 | 140 | 142 | 144 | 163 | 0.46 |
potassium_min | 81 | 3.88 | 0.7 | 0 | 3.6 | 3.9 | 4.2 | 5.7 | 0.8 |
potassium_max | 81 | 4.57 | 1.06 | 0 | 4.1 | 4.4 | 4.7 | 8.3 | 0.16 |
inr_min | 81 | 1.24 | 0.64 | 0 | 1 | 1.1 | 1.3 | 3.9 | 1.2 |
inr_max | 81 | 1.51 | 0.92 | 0 | 1.1 | 1.2 | 1.7 | 4.9 | 2.5 |
pt_min | 81 | 13.47 | 6.95 | 0 | 11.3 | 12.1 | 14.1 | 42.3 | 1.17 |
pt_max | 81 | 16.44 | 10.14 | 0 | 12.1 | 13.2 | 18.4 | 54.8 | 2.61 |
ptt_min | 81 | 27.77 | 15.9 | 0 | 23.9 | 26.2 | 30.6 | 125.4 | 0 |
ptt_max | 81 | 41.22 | 34.82 | 0 | 26.2 | 29.6 | 44.9 | 150 | 0 |
urineoutput | 81 | 1554.38 | 1068.78 | 0 | 1050 | 1397 | 2080 | 7150 | 2.43 |
heart_rate_min | 81 | 69.95 | 13.94 | 38 | 60 | 70 | 82 | 99 | 0.37 |
heart_rate_max | 81 | 106.96 | 18 | 70 | 94 | 106 | 118 | 156 | 0 |
heart_rate_mean | 81 | 85.84 | 14.19 | 49.32 | 76.36 | 83.89 | 95.04 | 117.54 | 0.04 |
sbp_min | 81 | 93.12 | 19.73 | 0 | 84 | 92 | 103 | 148 | 0 |
sbp_max | 81 | 159.07 | 35.75 | 0 | 145 | 155 | 174 | 321.01 | 2.12 |
sbp_mean | 81 | 123.17 | 20.77 | 0 | 113.29 | 122.96 | 133.73 | 172.5 | 0.22 |
dbp_min | 81 | 47.59 | 12.59 | 0 | 40 | 48 | 57 | 81 | 1.46 |
dbp_max | 81 | 93.73 | 25.21 | 0 | 77 | 92 | 104 | 181 | 1.41 |
dbp_mean | 81 | 65.02 | 13.39 | 0 | 57.5 | 64.83 | 73.97 | 91.19 | 0 |
mbp_min | 81 | 62.14 | 12.89 | 7 | 56 | 61 | 69 | 101 | 0.36 |
mbp_max | 81 | 114.96 | 29.06 | 85 | 97 | 109 | 124 | 256 | 0.52 |
mbp_mean | 81 | 83.24 | 10.47 | 63.68 | 74.45 | 81.48 | 89.92 | 113.44 | 0.16 |
resp_rate_min | 81 | 12.78 | 3.65 | 2 | 10 | 13 | 15 | 25.5 | 1.19 |
resp_rate_max | 81 | 29.51 | 8.16 | 19 | 24 | 28 | 35 | 69 | 2.72 |
resp_rate_mean | 81 | 19.9 | 3.88 | 12.64 | 17.19 | 19.22 | 22.56 | 35.77 | 3.24 |
temperature_min | 81 | 36.08 | 4.11 | 0 | 36.44 | 36.61 | 36.89 | 37.67 | 0.18 |
temperature_max | 81 | 37.38 | 4.28 | 0 | 37.28 | 37.78 | 38.28 | 40 | 0.43 |
temperature_mean | 81 | 36.71 | 4.16 | 0 | 36.83 | 37.16 | 37.52 | 38.26 | 0.34 |
spo2_min | 81 | 93.2 | 4.51 | 72 | 91 | 94 | 96 | 100 | 0 |
spo2_max | 81 | 99.81 | 0.55 | 97 | 100 | 100 | 100 | 100 | 0.06 |
spo2_mean | 81 | 97.78 | 1.82 | 92.54 | 96.71 | 98.15 | 99.27 | 100 | 0 |
glucose_min_vitalsign | 81 | 112.02 | 37.59 | 0 | 89 | 107 | 125 | 253 | 1.16 |
glucose_max_vitalsign | 81 | 184.46 | 102.09 | 0 | 126 | 159 | 207 | 822 | 1.53 |
glucose_mean | 81 | 144.89 | 48.46 | 0 | 112 | 134.5 | 174.17 | 285.88 | 1.21 |
weight_admit | 81 | 73.03 | 29 | 0 | 60 | 74.7 | 87.2 | 140 | 1.94 |
weight | 81 | 75.4 | 26.54 | 0 | 61.4 | 75.6 | 87.3 | 140 | 1.22 |
weight_min | 81 | 74.9 | 26.69 | 0 | 60.4 | 75.6 | 87.3 | 140 | 1.07 |
weight_max | 81 | 76.04 | 26.61 | 0 | 64.3 | 76.9 | 88 | 140 | 1.37 |