---
title: "Social Code Analysis"
date: "2025-08-11T12:00:00+05:30"
categories:
- talks
- coding
- data
tags: []
description: "Code can be analyzed socially, not just technically: repository behavior, collaboration patterns, and AI-based evaluation reveal how people build software and where process breaks."
talk_url: "https://talks.s-anand.net/2025-08-11-social-code-analysis/"
---

I conducted a session on Mon, 11 Aug 2025 at [PyConSG Education Summit 2025](https://pycon.sg/edusummit.html) - Singapore.

**Summary**: Code can be analyzed socially, not just technically: repository behavior, collaboration patterns, and AI-based evaluation reveal how people build software and where process breaks.

[Here's the link to the session](https://talks.s-anand.net/2025-08-11-social-code-analysis/)

[![Exact-Copy Code Similarity Screenshot](https://talks.s-anand.net/2025-08-11-social-code-analysis/similarity-100.webp)](https://talks.s-anand.net/2025-08-11-social-code-analysis/)

**Links**:

- [Video](https://youtu.be/2WclnjSljbM) (15 min)
- [Transcript](https://talks.s-anand.net/2025-08-11-social-code-analysis/transcript.md)