Question and scope
Write down the testable claim, market, assets, period, sampling frequency and target outcome before inspecting a result. Specify what observation would falsify the hypothesis.
Comparison and reproducibility
Define a baseline, event-selection rules, missing-data handling and costs. Record method version and data provenance. Separate rule development from independent evaluation.
Results with limitations
Report sample size, uncertainty and sensitivity to assumptions. Insufficient data leaves the question open. Correlation does not establish causation; a descriptive pattern needs a separate test before it can be treated as predictive.
What is available now
This is the proposed public-page standard, not a claim that every internal study already satisfies it. Findings require review of provenance, rights, methodology, content and publication approval.