# Data, downloads and citations

Canonical: https://devimprint.com/data/

1000 published rows out of 222270 total ranked identities. 846 people, 19 tools/agents, 135 unresolved. Published rows are a bounded subset, not a complete export.

## Downloads

- [Current JSON](https://devimprint.com/leaderboard.json)
- [Aggregate snapshot](https://devimprint.com/snapshots/da8f0f66a1eb4f0fa64db42f3b3762a405e05dca6f9f6286ae653e74b07055b7/)
- [Archive](https://devimprint.com/snapshots/)

## Schema

rank: position across all identity kinds. kind_rank: position within person, tool, or unresolved. ai_commits_30d: detectable AI-assisted commits in the UTC window. daily_ai_commits: 30 integer daily counts, summing to ai_commits_30d. ai_commits_total: observed all-time count. tools: detected signatures; categories can overlap. null: unavailable reference; zero: an observed count. coverage.completed_share: fraction of known repositories scanned, not per-person coverage. generated_at: source timestamp, not deploy time.

## Individual records

/developers/USERNAME.json and /developers/USERNAME.md provide one published person with citation context. They reflect the current publication and are subject to removal. Rankings pages contain 100 rows each from the bounded published subset. Search may cover more identities but is not a full export.

## Citation

DevImprint recorded 28,137,270 detectable AI-assisted commits for all ranked identities during 2026-08-15–2026-09-13 (UTC). Population: complete ranked population. Snapshot: 2026-09-13T03:27:04.226857+00:00. 49.6% of known repositories scanned; provisional. Methodology: 2026-09-13. Source: https://devimprint.com/. Aggregate snapshot: https://devimprint.com/snapshots/da8f0f66a1eb4f0fa64db42f3b3762a405e05dca6f9f6286ae653e74b07055b7/

Reuse conditions: https://devimprint.com/terms/. Counts are not productivity, skill, or tool market share.