age int64 29 77 | sex int64 0 1 | cp int64 1 4 | trestbps int64 94 200 | chol int64 126 564 | fbs int64 0 1 | restecg int64 0 2 | thalach int64 71 202 | exang int64 0 1 | oldpeak float64 0 6.2 | slope int64 1 3 | ca float64 0 3 ⌀ | thal float64 3 7 ⌀ | num int64 0 4 | age_group stringclasses 5
values | cholesterol_level stringclasses 3
values | bp_level stringclasses 3
values | risk_score float64 7.22 38.9 | symptom_severity float64 0 24.8 | log_chol float64 4.84 6.34 | log_trestbps float64 4.54 5.3 | age_squared int64 841 5.93k | chol_squared int64 15.9k 318k | age_thalach_ratio float64 1.04 6.73 | risk_factor float64 0 174 ⌀ | missing_values int64 0 1 | chol_trestbps_ratio float64 0.83 4.86 | log_thalach_chol float64 0.78 1.07 | symptom_zscore float64 -0.8 4.86 | avg_chol_by_age_group float64 220 260 ⌀ | thalach_chol_diff int64 -404 47 | symptom_severity_diff float64 -4.83 20 ⌀ | age_chol_effect int64 5.92k 37.8k | thalach_risk_effect float64 887 6.23k | age_trestbps_effect int64 3.67k 12.2k | chol_risk_ratio float64 11.3 24.8 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
57 | 1 | 4 | 130 | 131 | 0 | 0 | 115 | 1 | 1.2 | 2 | 1 | 7 | 3 | 50s | low | normal | 8.767 | 4.8 | 4.875197 | 4.867534 | 3,249 | 17,161 | 1.982759 | 33.6 | 0 | 1 | 0.973537 | 0.294821 | 247.424 | -16 | 1.1656 | 7,467 | 1,008.205 | 7,410 | 13.412512 |
57 | 0 | 2 | 130 | 236 | 0 | 2 | 174 | 0 | 0 | 2 | 1 | 3 | 1 | 50s | normal | normal | 14.752 | 0 | 5.463832 | 4.867534 | 3,249 | 55,696 | 3 | 0 | 0 | 1.801527 | 0.944537 | -0.800702 | 247.424 | -62 | -3.6344 | 13,452 | 2,566.848 | 7,410 | 14.982224 |
38 | 1 | 3 | 138 | 175 | 0 | 0 | 173 | 0 | 0 | 1 | null | 3 | 0 | 30s | low | normal | 8.03 | 0 | 5.164786 | 4.927254 | 1,444 | 30,625 | 4.435897 | 0 | 1 | 1.258993 | 0.99779 | -0.800702 | 219.785714 | -2 | -2.321429 | 6,650 | 1,389.19 | 5,244 | 19.379845 |
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