Hospital finance dataset for analysis practice
DATA DARE's hospital set on findi360 is a free healthcare finance dataset — outpatient visits, waiting times, billing and department activity — published at four levels, from a 10,000-row Excel file to a multi-million-row Parquet package, each with its own graded question bank. Downloading needs a free account.
What is inside
A hospital's operating data as its finance team sees it: encounters and visits by department, waiting times, billing lines and the dimensions that explain them. The higher levels add volume and a larger model; the questions ask what the data means for attendance and revenue.
The kind of question you will answer
- Where waiting time is costing the hospital attendance and revenue, and which departments deserve attention first.
- How revenue per visit differs by department and moves month to month.
- Which departments are over capacity and which are under-used.
Who it suits
Hospital and healthcare finance teams, analysts moving into healthcare, and anyone learning Power BI who wants a dataset that is not another sales demo. L1 opens in Excel; L4 is for practising at the scale of a real hospital group.
The sets live now
- Outpatient Service Performance DD-HLT-001 L1 — XLSX / ~10,000 rows Healthcare Explore outpatient visits, waiting times, billing and department activity for a single hospital.
- Inpatient Efficiency and Billing DD-HLT-002 L2 — CSV / ~30,000 rows Healthcare Analyse admissions, length of stay, discharge timing and billing across two hospitals.
- Hospital Revenue Cycle and Service Profitability DD-HLT-003 L3 — Parquet / ~500,000 rows Healthcare Follow encounters through billing, claims and payments across a four-hospital network to see where cash and contribution are lost.
- Hospital Network Performance and Capacity Planning DD-HLT-004 L4 — Parquet / ~3,000,000 rows Healthcare Plan capacity, staffing and budgets across a twelve-hospital network with daily capacity, monthly budgets and doctor assignments.