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CC BY-SA 4.0 lets you extract, reuse and share all of this, in bulk. Nothing here requires an account. The archive is served from its public source; Syntology's layer is a stamped file with the provenance record beside it.

The archive archive 2025-07-28

The five tables this site is built from, byte-identical to what it serves (the build reads them directly):

• pwc-archive/papers-with-abstracts (576,261 papers)
• pwc-archive/links-between-paper-and-code (300,161 links)
• pwc-archive/evaluation-tables (leaderboards)
• pwc-archive/datasets (15,008)
• pwc-archive/methods (8,725 rows, of which most are spam; see what is not shown)

How the tables were reshaped is stated on the attribution page; the exact exclusion counts for this build are on what is not shown.

Syntology's layer Syntology

• graph_layer.jsonl.gz: one line per paper, holding its harvested samples (entry name, repository, path, language, verification level, contract verdict, metamorphic tier, fingerprint flag, licence, status) and its repository links with their provenance. Each sample entry in a line is one paper–sample link, so identical code held for several papers appears once under each. Provenance record, with the licence and the status counts: graph_layer.jsonl.prov.json. 54,410 papers, 294,260 distinct samples in 361,576 paper–sample links.
• repo_status.json.gz — repository reachability from one probe window (2026-09-16 to 2026-09-18), 86,714 repositories, with the census's own vocabulary (ok / unanswered / gone / empty_repo / exists_but_no_tree). Provenance: repo_status.json.prov.json.
• Per-page JSON twins: append .json to any paper, benchmark, task, dataset or method URL, or to a /code/<name> or /census/<name> page. The code-name list is also at /search/code.json.

Each sample's status uses the six values the pages use (ran_honours, ran_violates, ran_draft_wrong, ran_fixture, ran, unverified), written into the file by the same function that labels every page, status_of in the site's build, from the recorded level, report and contract verdict: a level below 1, or a level with no report behind it, is unverified whatever its verdict. The values are explained on about. Code bodies are not in this file; the graph service at syntology.ai serves a sample's text only when its repository's licence is on Syntology's permissive list (MIT, Apache-2.0, BSD and similar), which is what license_inline_ok records. Syntology's layer is published under CC BY-SA 4.0, like the archive material.