Published September 16, 2026
| Version v1.1.0
Software
Open
smarqart-hash/ted-procurement-data-quality: v1.1.0 — Revised manuscript replication package
Authors/Creators
Description
Replication package for the revised manuscript "Silent Placeholder Contamination in EU Procurement Data: A Field-Level Audit of TED Contract Values" (Data & Policy, minor revision).
What is new since v1.0.0
- Analysis scripts (
scripts/analysis/): value-free ranking of the top-50 placeholder records, stratified permutation null, composite specification variants, CRI proxy convergence with Shapley attribution, OpenTender.eu benchmark, core rank stability, top-50 indicator breakdown, random and matched removal recomputation, buyer/supplier placeholder analyses. - Scoring CLI (
scripts/scoring/compute_scores.py):--config(unfiltered v1.1 scores),--exclude-placeholders,--entity-mapping,--output. Entity clustering is now order-independent. - Frozen score artifacts in
data/processed/: scoring v1.2, unfiltered v1.1 and the recomputation without placeholder records, plus contact-redacted entity mappings, all with SHA-256 checksums. These files are the basis of every figure in the manuscript. - README: key findings aligned with the manuscript, replication path (frozen artifacts) and recomputation path, data links; 692 tests.
Manuscript, response letters and review material are not part of this repository.
Files
smarqart-hash/ted-procurement-data-quality-v1.1.0.zip
Additional details
Related works
- Is supplement to
- Software: https://github.com/smarqart-hash/ted-procurement-data-quality/tree/v1.1.0 (URL)