Lightweight tables
Best if you want spreadsheet-friendly question tables, shortlist reviews, or quick filtering.
What’s inside
- Top questions CSV 881 KB
- Central concepts CSV 64.5 KB
- Curated questions JSON 54.2 KB
- Benchmark manifest JSON 911 B
Download the released files.
Start with the small tables if you want spreadsheet-friendly files. Use the SQLite bundle if you want the full local evidence tables.
Structured graph assets
Best if you want the same JSON and shard files that power the public site.
What’s inside
- Literature map JSON 4.72 MB
- Concept index JSON 9.22 MB
- Concept neighborhoods index 481 KB
- Concept opportunities index 349 KB
SQLite bundle
Best if you want the full local evidence tables in one SQLite file for Python, R, or DB Browser.
What’s inside
- frontiergraph-economics-public.db 1.11 GB
- Manifest 369 B
- Checksum 100 B
About the release
242.6K
papers screened Papers from the last 50 years (1976 to early 2026) screened before building the public release.
230.9K
papers with extracted topic links Papers where at least one topic-to-topic relation was extracted from titles and abstracts.
230.5K
papers kept in the public graph Papers retained after normalization and release filtering in the concept-level graph.
1.3M
topic links in the public graph Normalized topic-to-topic links that remain in the released graph.
6.8K
topics in the browser Mapped topics that appear in the public browsing layer and downloads.
92.7K
suggested questions in the release Suggested questions that remain after release filtering on the current public surface.