PaC-Repo Analysis: GitHub Repositories for Policy-as-Code and Infrastructure-as-Code

Foalem Patrick loic created a collection of tools and data for analyzing GitHub repositories containing Policy-as-Code and Infrastructure-as-Code artifacts. The dataset includes CSV outputs, intermediate data, and Jupyter notebooks demonstrating analysis workflows and LLM-assisted labeling. It was last updated on 2026-05-28.

Use Cases

• Identify GitHub repositories relevant to PaC/IaC based on the described collection and enrichment workflows.
• Analyze repository metrics and cloud provider signals extracted by the tooling.
• Perform exploratory data analysis on extracted policy files and READMEs using the included Jupyter notebooks.
• Train or evaluate LLMs for tasks like policy classification or summarization based on the described experiments.

Strengths

• Supports multiple policy formats including rego, sentinel, pulumi, kyverno, cedar, and custodian.
• Includes Jupyter notebooks demonstrating LLM-assisted labeling and classification experiments.
• Released under the CC-BY-4.0 license, allowing for broad reuse.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• The 95.8 MB size suggests a small to moderate scale of data.

Provenance

Source

figshare

Collection Method

Collected, enriched, and analyzed from GitHub using a custom Python CLI tool.

Freshness

Last updated 2026-05-28 03:50:43; freshness should be verified.