Heart Failure
Hugging FaceHeart failure The Heart failure dataset from Kaggle. Predict patient death from earth failure given some personal medical data . Configurations and tasks Configuration Task Description death Binary classification Did the patient die? Usage from datasets import load_dataset dataset = load_dataset("mstz/heart_failure", "death")["train"] Features Feature Type age int8 has_anaemia int8… See the full description on the dataset page: https://huggingface.co/datasets/mstz/heart_failure.
Ask a question about this data
Type any question in plain English — Helix builds the chart with AI. Sign in to run it and save your charts.
Data preview
299 rows · 13 columns · showing first 12| # | age integer | has_anaemia boolean | creatinine_phosphokinase_concentration_in_blood float | has_diabetes boolean | heart_ejection_fraction float | has_high_blood_pressure boolean | platelets_concentration_in_blood float | serum_creatinine_concentration_in_blood float | serum_sodium_concentration_in_blood float | is_male boolean | is_smoker boolean | days_in_study integer | is_dead integer |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 75 | False | 582 | False | 20 | True | 265000 | 1.9 | 130 | True | False | 4 | 1 |
| 2 | 55 | False | 7861 | False | 38 | False | 2.634e+05 | 1.1 | 136 | True | False | 6 | 1 |
| 3 | 65 | False | 146 | False | 20 | False | 162000 | 1.3 | 129 | True | True | 7 | 1 |
| 4 | 50 | True | 111 | False | 20 | False | 210000 | 1.9 | 137 | True | False | 7 | 1 |
| 5 | 65 | True | 160 | True | 20 | False | 327000 | 2.7 | 116 | False | False | 8 | 1 |
| 6 | 90 | True | 47 | False | 40 | True | 204000 | 2.1 | 132 | True | True | 8 | 1 |
| 7 | 75 | True | 246 | False | 15 | False | 127000 | 1.2 | 137 | True | False | 10 | 1 |
| 8 | 60 | True | 315 | True | 60 | False | 454000 | 1.1 | 131 | True | True | 10 | 1 |
| 9 | 65 | False | 157 | False | 65 | False | 2.634e+05 | 1.5 | 138 | False | False | 10 | 1 |
| 10 | 80 | True | 123 | False | 35 | True | 388000 | 9.4 | 133 | True | True | 10 | 1 |
| 11 | 75 | True | 81 | False | 38 | True | 368000 | 4 | 131 | True | True | 10 | 1 |
| 12 | 62 | False | 231 | False | 25 | True | 253000 | 0.9 | 140 | True | True | 10 | 1 |
Interesting queries to try
Columns
- age numeric
- has_anaemia bool
- creatinine_phosphokinase_concentration_in_blood numeric
- has_diabetes bool
- heart_ejection_fraction numeric
- has_high_blood_pressure bool
- platelets_concentration_in_blood numeric
- serum_creatinine_concentration_in_blood numeric
- serum_sodium_concentration_in_blood numeric
- is_male bool
- is_smoker bool
- days_in_study datetime
- is_dead numeric