data · scientific · Documented

Medical Research Analytics

Statistical analysis and research-ready reporting for academic and medical data.

Studio plate used on medical-research and pharma demo notes — Studio plate from the public dossier. Not a capture of a private interface.

Overview

A methods-oriented analytics project for academic and medical reporting: interpretation, statistics, and outputs a research reader can follow. Documented as Demo 8 and in the practice portfolio.

Problem

Medical and academic datasets are often analysed in a tool and then narrated from memory. The methods note is the part that survives review.

Solution

A documented workflow across SPSS, Stata, Excel, and Python, aimed at research-ready description rather than a decorative dashboard.

Architecture

Statistical analysis in SPSS and Stata.
Python and Pandas where the data needs reproducible preparation.
A methods note published as Demo 8.

Technology stack

SPSS
Stata
Python
Pandas
Excel

Features

Hypothesis-testing and model reporting discipline.
Outputs shaped for an academic reader.

Challenges

Not overstating what a methods demo proves about a real study.

Results

Public demo PDF.
No dataset, p-values, or co-authors are published here, so none are stated.

Lessons learned

The methods note is the product. The chart is only evidence for it.