llm-kb
← Back to research
Paper

NAICS-GH corpus maps 6,588 GitHub repos to industry sectors

Researchers released NAICS-GH, a labeled dataset of 6,588 GitHub repositories mapped to 2-digit NAICS 2022 sectors, covering repos from the US, EU, and Australia. The corpus aims to enable empirical studies on the geography of innovation and industrial composition of open-source production.

0 engagement·1 source·Tue, Jul 7, 2026, 05:06 PM
The dataset includes repositories from source pools covering the United States, the European Union, and Australia, each labeled with a 2-digit sector from the North American Industry Classification System (NAICS 2022). This addresses the lack of native mapping from repositories to standardized industry sectors on GitHub, which has limited empirical work on the geography of innovation and the industrial composition of open-source production.

Entities

NAICS-GH(tool)GitHub(company)North American Industry Classification System (NAICS)(concept)North American Industry Classification System (NAICS 2022)(concept)GitHub(tool)

Related

Company NewsFri, Jul 10, 2026, 02:00 PM

Hugging Face CEO says open source AI booming, used by half of Fortune 500

Hugging Face CEO Clem Delangue reports that open source AI is booming, with the platform now used by roughly half of the Fortune 500. The company has grown into a GitHub-like hub for AI, where builders share and download open models and datasets.

0 engagement·1 source·rss
RSS
Company NewsFri, Jul 10, 2026, 07:00 PM

Hugging Face CEO reports open-source AI boom, used by half of Fortune 500

Hugging Face CEO Clem Delangue stated that open-source AI is booming, with the platform now used by roughly half of the Fortune 500. The company has evolved into a GitHub-like hub for AI, where builders share and download open models and datasets.

0 engagement·1 source·rss
RSS
CommunitySun, Jul 12, 2026, 03:19 PM

Community compares Codex as a harness for local models against Pi Code and Open Code

A Reddit user discovered that Codex is open source and can run fully locally with local models. They are seeking comparisons to other popular harnesses like Pi Code and Open Code, indicating growing interest in local code generation tools.

19 engagement·1 source·reddit
ProductSat, Jul 11, 2026, 08:50 PM

OpenBenchmarks: open-source reproducible benchmarks for SaaS APIs

OpenBenchmarks provides open-source, reproducible benchmarks for SaaS APIs, starting with GTM APIs. It helps AI agents discover and evaluate the right APIs by providing standardized performance metrics, solving the problem of vendor selection in agentic workflows.

6 engagement·1 source·hackernews
ProductTue, Jul 7, 2026, 04:18 PM

GitHub Code Web Component: embed code from GitHub URLs

An experimental Web Component that fetches and displays code from GitHub URLs. It uses GPT-5.5 to generate the component based on a prompt, converting GitHub URLs to raw.githubusercontent.com URLs and fetching specific line ranges with line numbers. It solves the problem of embedding code snippets from GitHub repositories in web pages.

0 engagement·1 source·rss
RSS