Dataset research report
Healthcare Data research report
A reproducible data report with schema notes, generated chart evidence, suggested follow-up questions, and export-ready Helix queries.
Executive Summary
Hugging Face dataset: Nicolybgs/healthcare_data
Research Context
Healthcare Data: 500 rows by 15 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.
Data Profile
Chart Evidence
These views are generated from the dataset profile. Each chart is paired with a Helix query so it can be opened, adjusted, and exported.
Total Available Extra Rooms in Hospital by Department
Top Department values ranked by summed Available Extra Rooms in Hospital.
Open and export this chartAvailable Extra Rooms in Hospital vs staff_available
Available Extra Rooms in Hospital vs staff_available, coloured by Department.
Open and export this chartDistribution of Available Extra Rooms in Hospital
Histogram of Available Extra Rooms in Hospital values.
Open and export this chartCorrelation of numeric columns
Pearson correlation between numeric columns.
Open and export this chartAvailable Extra Rooms in Hospital by Department
Spread of Available Extra Rooms in Hospital across Department groups.
Open and export this chartFollow-Up Queries
Preview Rows
| # | Available Extra Rooms in Hospitalinteger | Departmenttext | Ward_Facility_Codetext | doctor_nametext | staff_availableinteger | patientidinteger | Agetext | gendertext |
|---|---|---|---|---|---|---|---|---|
| 1 | 4 | gynecology | D | Dr Sophia | 0 | 33070 | 41-50 | Female |
| 2 | 4 | gynecology | B | Dr Sophia | 2 | 34808 | 31-40 | Female |
| 3 | 2 | gynecology | B | Dr Sophia | 8 | 44577 | 21-30 | Female |
| 4 | 4 | gynecology | D | Dr Olivia | 7 | 3695 | 31-40 | Female |
| 5 | 2 | anesthesia | E | Dr Mark | 10 | 108956 | 71-80 | Male |
| 6 | 2 | gynecology | F | Dr Olivia | 2 | 130189 | 21-30 | Female |
Data Dictionary
- Available Extra Rooms in Hospital numeric
- Department categorical
- Ward_Facility_Code categorical
- doctor_name categorical
- staff_available numeric
- patientid numeric
- Age categorical
- gender categorical
- Type of Admission categorical
- Severity of Illness categorical
- health_conditions categorical
- Visitors with Patient numeric
- Insurance categorical
- Admission_Deposit numeric
- Stay (in days) datetime
Method And Limits
- Load the catalog entry and preview rows from the processed dataset file.
- Infer numeric, categorical, time, and location fields from real columns.
- Generate a small set of defensive Plotly chart specifications from that profile.
- Expose each chart idea as a query link so the report can be rerun or exported in Helix.
This report is intentionally reproducible. It uses the local catalog metadata and generated chart specifications rather than claiming external conclusions beyond the dataset.