Data and code for: Targeting audit and feedback for antibiotic stewardship in English primary care: a dual-control-limit clinical decision support design with four-layer standardised funnels and four-year persistence gating

Code, processed data and verification archive for the manuscript "Targeting audit and feedback for antibiotic stewardship in English primary care: a dual-control-limit clinical decision support design with four-layer standardised funnels and four-year persistence gating". The archive (archive_zenodo_dual_metric.zip) contains 34 Python scripts, the processed data snapshot (50 files, including the 289-practice appendix list), the four submission figures (600 dpi TIFF plus vector PDF), the STROBE checklist, and a cell-by-cell collision report (46/46 checks PASS). See README.md inside the zip for contents, run order and known limitations, and SHA256SUMS.txt for per-file checksums. The outer ZIP file itself has SHA256 c03f1ac07c1958bcc53bafb48ecb3a413b7a71ed00c40c2390ac8e17de4674bd. Licences: code is released under MIT (LICENSE-code-MIT.txt); processed data and figures under CC BY 4.0 (LICENSE-data-CC-BY-4.0.txt). The raw inputs are third-party public extracts and are not redistributed; all are openly downloadable from the sources named in the manuscript's Data availability statement.