How National Infrastructure Moderates Stack Overflow's AI Displacement – Replication Package

Artificial intelligence tools have disrupted knowledge-sharing platforms, yet the structural conditions amplifying different periods of displacement remain unclear. Prior work documents that Stack Overflow contributions fell after ChatGPT's release, but not for whom, under what infrastructural conditions, across which AI release waves, or with what stylometric trace; these are the four gaps this study addresses. This study examines how AI adoption affects Stack Overflow questions, answers, and comments across 143 countries from July 2008 through September 2025. This replication package contains relevant details for the accompanying manuscript. Analysis scripts (scripts/*.py) are reference implementations of the method classes and functions used. The exact per-panel outputs (e.g. RQ1/SCM Weights.xlsx, RQ3/Mediators.xlsx) are regenerated by instantiating those classes against the bundled panels. Full replication may be composed with these drivers. Refer to README.md for usage details.