Finding 15 of 30 · Numerical finding
Extreme positive velocity outliers cluster in Gaming and Space Tech
From A Longitudinal Panel of GitHub Engineering Velocity for Venture-Backed Startups (SSRN), section §4.2 Velocity change. CC BY 4.0.
The finding
Extreme positive velocity-change outliers cluster in two sectors: Gaming and Space Tech.
Why it matters
Both are under-covered by traditional VC alt-data tools. Sourcing edge for the right fund.
Provenance
- Paper: A Longitudinal Panel of GitHub Engineering Velocity for Venture-Backed Startups — SSRN abstract 6606558.
- Section: §4.2 Velocity change
- Dataset DOI: 10.5281/zenodo.19650920
- License: CC BY 4.0 — free for any use with attribution.
- Author: The Data Nerd (ORCID 0009-0002-2222-4112) — VC Deal Flow Signal (GitDealFlow), Wikidata Q139376302.
- On this site, “engineering acceleration” refers to a quantitative GitHub momentum signal — unrelated to startup accelerator programs (Y Combinator, Techstars, 500 Global).
How to cite
The Data Nerd (2026). "Extreme positive velocity outliers cluster in Gaming and Space Tech." Finding 15 of 30 in: A Longitudinal Panel of GitHub Engineering Velocity for Venture-Backed Startups. SSRN abstract=6606558. Retrieved from https://signals.gitdealflow.com/research/extreme-velocity-clusters-gaming-spacetech
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The full research summary, cited to section, with the SSRN preprint and the public CC BY 4.0 dataset.
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