Skip to main content

Reproduce

The exact re-runnable code behind your results — ready for a paper's code appendix.

Concepts​

What it is​

What it is. A complete, standalone Python script that reproduces the exact analyses your session ran, in order — using the same open-source libraries the engine uses (statsmodels, linearmodels, lifelines, scipy, scikit-learn, ...), so the numbers match. It is not AI-generated: each block is real code rendered from the engine's per-method templates, runnable against your raw CSV.

When to use. When you need to show or share your analysis code (paper appendix, supplementary materials, code-availability statements) or re-run the analysis to verify results.

Source selector​

What it is. Switch between Full session, Guided (the compiled plan), Log (your chat analyses), and Outputs (standalone results). Each emits the code for that part of the work.

Copy / Download​

What it is. Copy the script to the clipboard or download it as a .py file. The header records the dataset, Statios version, and how to re-run it.

tip

Drop the downloaded script into your paper's supplementary materials, and cite Statios via the report's reference list.