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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.