Post Operative
Hugging FacePost Operative The PostOperative dataset from the UCI repository. Should the patient be discharged from the hospital, go to the ground floor, or to the ICU? Configurations and tasks Configuration Task post_operative Multiclass classification. post_operative_binary Binary classification.
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
87 rows · 9 columns · showing first 12| # | internal_temperature integer | surface_temperature integer | oxigen_saturation integer | blood_pressure integer | is_surface_temperature_stable boolean | is_internal_temperature_stable integer | is_blood_pressure_stable integer | perceived_comfort integer | decision integer |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 1 | 0 | 1 | 1 | True | 2 | 2 | 15 | 0 |
| 2 | 1 | 2 | 1 | 2 | True | 2 | 2 | 10 | 1 |
| 3 | 2 | 0 | 1 | 2 | True | 2 | 1 | 10 | 0 |
| 4 | 1 | 0 | 0 | 2 | True | 0 | 1 | 15 | 1 |
| 5 | 1 | 1 | 1 | 2 | True | 2 | 2 | 10 | 0 |
| 6 | 2 | 0 | 0 | 1 | True | 2 | 0 | 15 | 1 |
| 7 | 1 | 0 | 1 | 2 | True | 2 | 1 | 5 | 1 |
| 8 | 2 | 1 | 1 | 1 | False | 0 | 2 | 10 | 1 |
| 9 | 1 | 2 | 0 | 1 | True | 2 | 2 | 10 | 1 |
| 10 | 1 | 0 | 1 | 1 | False | 2 | 1 | 10 | 1 |
| 11 | 1 | 1 | 0 | 1 | True | 2 | 2 | 15 | 0 |
| 12 | 1 | 0 | 0 | 2 | True | 2 | 1 | 10 | 0 |
Auto-generated charts
Post Operative: 87 rows by 9 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.
Charts
Total internal_temperature by is_surface_temperature_stable
Top is_surface_temperature_stable values ranked by summed internal_temperature.
internal_temperature vs surface_temperature
internal_temperature vs surface_temperature, coloured by is_surface_temperature_stable.
Distribution of internal_temperature
Histogram of internal_temperature values.
Correlation of numeric columns
Pearson correlation between numeric columns.
internal_temperature by is_surface_temperature_stable
Spread of internal_temperature across is_surface_temperature_stable groups.
Interesting queries to try
- average internal_temperature by is_surface_temperature_stable
- top 10 is_surface_temperature_stable by total internal_temperature
- scatter internal_temperature vs surface_temperature coloured by is_surface_temperature_stable
- histogram of internal_temperature
- boxplot of internal_temperature by is_surface_temperature_stable
- correlation heatmap of all numeric columns
Columns
- internal_temperature numeric
- surface_temperature numeric
- oxigen_saturation numeric
- blood_pressure numeric
- is_surface_temperature_stable bool
- is_internal_temperature_stable numeric
- is_blood_pressure_stable numeric
- perceived_comfort numeric
- decision numeric